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fahricansecer 21e05148c8
Deploy Iddaai Backend / build-and-deploy (push) Failing after 3m56s
Details
feat: league tier system + retrained V25 models (48 quality leagues) 
- Add LeagueTier DB model and Prisma schema
- Add league-tiers service (CRUD, sync, retrain trigger)
- Add league-tiers controller with admin API endpoints
- Add /v1/admin/retrain endpoint in AI engine (extract→train→reload pipeline)
- Retrain V25 Pro with 48 quality leagues (MS accuracy: 26.9%→51.4%)
- Update qualified_leagues.json (443→48 leagues)
- Include V25 model files in repo for Docker deployment

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-05-20 21:57:15 +03:00

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tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=151
objective=binary sigmoid:1
feature_names=Column_0 Column_1 Column_2 Column_3 Column_4 Column_5 Column_6 Column_7 Column_8 Column_9 Column_10 Column_11 Column_12 Column_13 Column_14 Column_15 Column_16 Column_17 Column_18 Column_19 Column_20 Column_21 Column_22 Column_23 Column_24 Column_25 Column_26 Column_27 Column_28 Column_29 Column_30 Column_31 Column_32 Column_33 Column_34 Column_35 Column_36 Column_37 Column_38 Column_39 Column_40 Column_41 Column_42 Column_43 Column_44 Column_45 Column_46 Column_47 Column_48 Column_49 Column_50 Column_51 Column_52 Column_53 Column_54 Column_55 Column_56 Column_57 Column_58 Column_59 Column_60 Column_61 Column_62 Column_63 Column_64 Column_65 Column_66 Column_67 Column_68 Column_69 Column_70 Column_71 Column_72 Column_73 Column_74 Column_75 Column_76 Column_77 Column_78 Column_79 Column_80 Column_81 Column_82 Column_83 Column_84 Column_85 Column_86 Column_87 Column_88 Column_89 Column_90 Column_91 Column_92 Column_93 Column_94 Column_95 Column_96 Column_97 Column_98 Column_99 Column_100 Column_101 Column_102 Column_103 Column_104 Column_105 Column_106 Column_107 Column_108 Column_109 Column_110 Column_111 Column_112 Column_113 Column_114 Column_115 Column_116 Column_117 Column_118 Column_119 Column_120 Column_121 Column_122 Column_123 Column_124 Column_125 Column_126 Column_127 Column_128 Column_129 Column_130 Column_131 Column_132 Column_133 Column_134 Column_135 Column_136 Column_137 Column_138 Column_139 Column_140 Column_141 Column_142 Column_143 Column_144 Column_145 Column_146 Column_147 Column_148 Column_149 Column_150 Column_151
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tree_sizes=3320 3467 3454 3476 3460 3463 3451 3463 3470 3505 3466 3466 3452 3468 3496 3476 3488 3491 3487 3441 3471 3484 3479 3448 3468 3485 3485 3478 3453 3465 3478 3464 3447 3513 3490 3498 3475 3449 3453 3491 3481 3484 3475 3474 3486 3481 3492 3474 3488 3493 3462 3466 3463 3453 3475 3465 3490 3483 3497 3480 3493 3448 3503 3475 3481 3465 3463 3452 3498 3470 3467 3457 3470 3474 3477 3463 3484 3441 3477 3478 3487 3483 3477 3484 3474 3486 3460 3482 3465 3472 3454 3475 3474 3473 3461 3459 3481 3441 3472 3483 3498 3460 3477 3452 3453 3494 3473 3459 3486 3484 3465 3480 3468 3471 3474 3478 3459 3465 3465 3471 3476 3495 3476 3465 3487 3454 3347 3455 3442 3478 3465 3464 3474 3483 3458 3462 3449 3451 3495 3491 3452 3481 3442 3471 3492 3458 3464 3471 3469 3487 3471 3476 3486 3441 3466 3474 3471 3486 3489 3485
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num_leaves=31
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split_gain=128.592 56.7414 20.8812 17.9748 14.7438 13.467 13.296 13.1936 12.8088 12.2953 12.9598 11.8673 10.8385 12.0118 14.4521 12.7615 10.5327 10.485 10.1314 11.5592 9.88757 9.1608 13.2072 11.496 8.78537 11.4319 10.2116 9.52746 9.82295 8.74358
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internal_count=12962 9170 3792 3120 6758 2412 672 6339 716 494 223 271 6214 5953 2881 600 188 1696 644 116 2281 3072 1078 1994 2640 292 2348 777 686 87
is_linear=0
shrinkage=1
Tree=1
num_leaves=31
num_cat=0
split_feature=55 56 86 55 94 106 11 98 110 89 38 12 110 105 47 137 86 105 126 84 6 97 98 105 7 122 99 27 141 113
split_gain=123.643 54.6147 28.9334 20.052 20.0046 19.4211 18.8352 18.4323 17.277 15.6446 12.9707 12.4589 14.7411 13.8265 15.4727 12.3408 11.8224 11.8057 11.6882 11.5785 12.0202 10.6608 10.3827 13.9836 10.3251 10.2185 10.0087 9.9428 9.81709 12.4114
threshold=1.675 2.0450000000000004 2.9325757575757581 2.0050000000000003 16.050000000000004 0.59050000000000014 0.55238095238095253 0.88562091503267981 18.650000000000002 0.31000000000000005 0.25335275555457365 0.22500000000000003 7.8500000000000005 0.82750000000000001 1.2950000000000002 3.3500000000000001 2.633399701343953 0.93450000000000022 0.64600000000000013 0.015416666666666601 1522.3366390214303 1.5000000000000002 0.60990338164251223 0.62250000000000016 35.984831552692647 1.0955000000000001 1.0000000180025095e-35 0.62387500000000007 -0.24649999999999997 0.13650000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 5 6 -1 -6 16 26 -3 12 -7 24 -15 -12 19 -14 -8 -2 28 -10 -23 -24 -13 -25 -4 -20 29 -21
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internal_weight=3224.11 2280.51 1680.89 943.598 1419.97 731.055 453.943 688.913 776.312 260.921 599.622 277.112 163.68 113.432 17.1624 178.054 656.937 101.491 414.884 516.835 72.167 119.376 110.423 67.895 96.2694 29.8439 79.3437 397.22 64.4522 15.179
internal_count=12962 9170 6758 3792 5709 2939 1825 2770 3120 1049 2412 1114 658 456 69 716 2640 408 1668 2077 290 480 444 273 387 120 319 1597 259 61
is_linear=0
shrinkage=0.0193364
Tree=2
num_leaves=31
num_cat=0
split_feature=55 54 42 55 97 110 96 105 110 111 1 29 26 55 23 35 142 119 89 141 102 11 24 112 141 23 131 142 29 89
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threshold=1.675 1.385 5.8350000000000009 2.0050000000000003 3.5000000000000004 18.650000000000002 4.5000000000000009 0.62250000000000016 19.550000000000004 22.150000000000002 1596.9550904802966 0.5277777777777779 0.46316666666666667 1.4150000000000003 3.5500000000000003 3.3550000000000004 -1.2069999999999996 1.5500000000000003 0.9900000000000001 2.6275000000000004 1.8055000000000001 1.2583333333333335 0.93750000000000011 0.13650000000000004 0.38800000000000007 2.7083333333333335 0.84500000000000008 1.4500000000000004 4.7888888888888896 0.63000000000000012
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internal_weight=3223.96 2280.03 669.757 943.936 1610.27 776.528 745.923 331.888 212.554 47.4877 88.0562 864.346 167.408 581.701 451.664 102.849 75.7606 814.132 460.458 441.298 437.318 414.035 80.8446 62.936 23.1215 203.428 147.973 115.395 27.0882 55.4543
internal_count=12962 9170 2695 3792 6475 3120 3000 1335 855 191 354 3475 672 2341 1818 414 305 3273 1851 1774 1758 1665 325 253 93 818 595 464 109 223
is_linear=0
shrinkage=0.0193364
Tree=3
num_leaves=31
num_cat=0
split_feature=55 56 86 94 55 106 11 93 26 5 86 146 121 137 5 112 149 121 27 11 27 119 106 147 92 119 144 30 131 112
split_gain=114.318 50.8364 27.8551 18.7303 18.4994 18.4016 18.1133 12.7732 12.2329 11.4312 11.42 10.999 10.4674 11.285 10.2911 10.2329 11.1624 9.98675 13.3799 10.0941 9.96868 9.89863 9.84824 9.89515 9.56102 10.8217 10.6375 9.44509 9.91526 12.0711
threshold=1.675 2.0450000000000004 2.9325757575757581 16.050000000000004 2.0050000000000003 0.59050000000000014 0.55238095238095253 7.0500000000000007 0.46316666666666667 1548.8136516330753 3.9466666666666668 0.0097500000000000017 1.4720000000000002 4.9500000000000011 1509.0207012280778 0.77250000000000008 0.49748501315214438 1.7320000000000002 0.6041428571428572 2.2583333333333337 0.5221111111111113 1.1000000000000003 0.47750000000000009 0.41111655002225012 0.24874999999999997 1.7750000000000001 -0.0054499999999999991 0.090593434343434323 1.0500000000000003 0.22750000000000004
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leaf_count=157 2837 74 985 49 178 627 1203 51 157 69 64 22 72 397 101 23 25 331 41 93 18 43 18 319 178 34 2458 256 1750 332
internal_value=0.000183246 0.0025268 0.000802939 -0.000263876 -0.00547427 -0.00241924 -2.17141e-05 0.00202452 -0.0113025 -0.00421724 0.00661173 -0.00456995 -0.00634418 -0.00207979 -0.01592 -0.00409279 0.00870516 0.00116394 -0.000587187 0.00630373 0.0103114 0.0166043 -0.00816273 -0.00442776 0.00237824 0.0102869 0.00170992 0.00736392 0.00779602 0.00343593
internal_weight=3223.78 2279.52 1680.6 1419.84 944.252 731.181 453.922 688.656 167.513 776.739 260.766 759.573 277.26 121.184 30.6354 728.937 22.6285 414.831 309.409 105.422 22.3956 16.9091 123.1 83.9661 676.459 52.7001 623.759 598.921 580.541 146.01
internal_count=12962 9170 6758 5709 3792 2939 1825 2770 672 3120 1049 3051 1114 487 123 2928 91 1668 1244 424 90 68 494 337 2721 212 2509 2412 2338 588
is_linear=0
shrinkage=0.0193364
Tree=4
num_leaves=31
num_cat=0
split_feature=55 56 86 55 94 106 11 110 89 38 44 137 26 86 126 23 55 99 22 84 6 44 121 137 97 106 94 56 15 25
split_gain=109.927 48.9335 26.8097 17.7751 17.259 18.2726 17.5811 15.7135 12.7243 12.1401 13.3658 11.8841 11.7478 11.3899 11.3543 11.2193 12.21 11.0871 12.501 10.9541 11.433 12.6931 10.6703 12.5625 10.2232 10.0172 11.2404 11.9527 9.86549 9.78033
threshold=1.675 2.0450000000000004 2.9128787878787885 2.0050000000000003 16.050000000000004 0.59050000000000014 0.55238095238095253 18.650000000000002 0.13000000000000003 0.25335275555457365 12.225000000000001 3.3500000000000001 0.46316666666666667 2.633399701343953 0.64600000000000013 3.5500000000000003 1.4150000000000003 0.78019323671497598 0.22500000000000003 0.015416666666666601 1522.3366390214303 10.225000000000001 1.4720000000000002 4.9500000000000011 1.5000000000000002 0.8590000000000001 14.550000000000002 1.9950000000000003 0.55000000000000016 0.22500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 6 -1 13 -4 10 15 -11 -5 19 -8 17 -17 28 -19 -2 21 -21 -7 -24 -9 -10 -27 -28 -3 -13
right_child=3 9 8 12 -6 22 14 24 25 11 -12 29 -14 -15 -16 16 -18 18 -20 20 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.012350891382248612 -0.0054967804493793035 0.022909854704303737 0.017908928603507672 -0.019600129706747786 0.0019235781330870978 -0.0096332502055250513 -0.013946737192151682 -0.017533767020462967 0.0027217911511565412 0.017960007379921008 -0.021029713115817288 -0.0092060478135876402 -0.0080014850173821921 -0.00041710684372457945 0.0018915468226874761 0.016658338855968985 -0.017961126149138022 -0.013514357368654131 0.0065857332622114434 -0.01861478193527499 0.0086279655023406374 0.015088295511997814 0.011292835123979356 -0.0049095111563735964 0.0039334958597815545 -0.0036439763532782484 0.021143442481597836 -0.010864869573715423 0.0082246485845384465 0.0034918768452389614
leaf_weight=39.120591968297958 445.11057013273239 18.357808828353882 31.527011170983315 44.447394818067551 683.32370066642761 155.173260435462 17.677816554903984 8.964035287499426 185.88142430782318 17.83654049038887 5.4593401104211798 27.351303160190582 123.1519391387701 140.20297235250473 394.62498913705349 91.717728346586227 3.9699024111032477 18.11268737912178 32.007060617208481 60.079841360449791 7.7140985876321784 4.4860238581895819 21.880316689610481 98.074117958545685 110.37725150585175 12.679163143038748 35.525793716311455 4.9680624902248374 251.06671820580959 132.66858895123005
leaf_count=157 1787 74 127 178 2749 623 71 36 748 72 22 110 494 563 1587 370 16 73 129 241 31 18 88 394 444 51 143 20 1012 534
internal_value=0.000179757 0.00247854 0.000787514 -0.00536677 -0.000282411 -0.00235722 3.66396e-05 -0.00413462 0.00636252 0.00722609 0.0090167 0.00299029 -0.0110781 -0.00530612 0.00121223 0.00941204 0.0152209 0.00767227 -0.000677649 -0.00663084 -0.0136132 -0.0162716 -0.00628514 -0.00195345 0.00232013 0.00483929 0.01224 0.0172146 0.00922574 0.00132102
internal_weight=3223.54 2279 1680.46 944.534 1409.87 726.551 451.423 776.935 270.581 598.548 420.691 177.856 167.599 657.594 412.303 415.232 95.6876 319.544 50.1197 517.391 72.28 64.5659 275.128 119.954 119.341 239.054 53.173 40.4939 269.425 160.02
internal_count=12962 9170 6758 3792 5669 2920 1815 3120 1089 2412 1696 716 672 2640 1658 1674 386 1288 202 2077 290 259 1105 482 480 962 214 163 1086 644
is_linear=0
shrinkage=0.0193364
Tree=5
num_leaves=31
num_cat=0
split_feature=55 56 86 114 55 143 99 123 89 141 26 149 53 123 127 56 111 142 151 84 100 135 86 36 50 124 29 147 29 142
split_gain=107.156 54.7474 30.1459 27.1848 16.7859 13.9033 13.7861 14.9281 13.313 12.0574 11.5473 10.9012 10.6586 10.6119 10.9009 10.1131 12.8928 10.1489 11.3329 9.48642 9.23935 13.8461 10.3398 9.08232 13.1498 9.00137 9.365 8.86395 15.4493 10.5657
threshold=1.675 2.0450000000000004 3.1464285714285718 1.8540000000000003 2.0050000000000003 2.9665000000000004 0.62202380952380965 1.1850000000000003 0.21000000000000005 2.7000000000000006 0.42683333333333334 0.4688957032352174 2.3150000000000004 2.1465000000000001 1.8660000000000003 1.405 12.450000000000001 0.32000000000000006 0.74400000000000011 0.028630952380952354 0.90000000000000013 0.28750000000000003 1.9455882352941178 4.8050000000000006 1.385 1.4500000000000002 4.1833333333333345 0.44874925946971994 3.0500000000000003 -0.80249999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 13 6 9 19 23 11 -3 -1 -10 14 15 16 -2 27 -19 -8 21 22 -5 -4 -25 -16 -27 28 -17 -29
right_child=4 10 8 20 -6 -7 7 -9 12 -11 -12 -13 -14 -15 25 17 -18 18 -20 -21 -22 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=-0.017688633402649648 0.015634612042258796 -0.0058110082442092139 0.023022926134988238 -0.0024108230556240556 -0.010762861866358706 -0.033647487974720114 0.0026451755907012618 -0.0049244961351318844 0.0016181720710840676 0.035847036538244122 0.0080738721311512489 0.0013975840003968968 0.015943808805012262 -0.020668084594961687 0.0067815402104521123 -0.013134469113559546 -0.017566492063129897 -0.022015112720974513 -0.0012587460826276177 -0.0069779014931494483 0.0071662189625932553 0.013592085608978009 -0.026697871373725462 -0.026564640296673488 0.022617151438909196 -0.022201614744307908 0.0084855915036561834 -0.00075559622204490274 -0.0022502574617095537 -0.013365529808727726
leaf_weight=11.4508980512619 18.440263405442241 23.32609911262989 32.721109226346016 43.759484753012657 171.66432258486748 4.9769835174083701 206.47863221168518 487.72368912398815 74.029200166463852 3.7272812724113455 556.96163906157017 481.77262876927853 26.325378358364105 14.199543386697767 58.024514228105545 63.515307113528252 5.727728769183158 10.217731952667235 260.77806267142296 47.020295232534409 217.05220724642277 18.145724803209305 7.7066002339124671 3.7238099873065931 4.4667383879423141 9.2167317271232587 6.2255335450172415 31.638008877635002 209.93692630529404 115.84347003698349
leaf_count=46 74 94 132 176 688 20 830 1961 298 15 2246 1938 106 57 233 255 23 41 1047 189 873 73 31 15 18 37 25 127 843 465
internal_value=7.93061e-05 0.00239869 0.000621784 -0.000167397 -0.00527397 -0.00140521 -0.00127547 -0.00294614 0.00916821 0.00121631 0.00751562 0.000954241 0.00537707 -0.00410157 -0.00380348 -0.00453124 0.00776252 -0.00496075 -0.00204182 0.000859964 0.00520029 -0.000928879 -0.00605021 0.0184652 0.000248768 0.00328937 -0.00982775 -0.0068398 -0.00477868 -0.0106608
internal_weight=3226.8 2251.37 1671.08 1529.81 975.428 1243.15 1238.17 741.223 141.266 496.951 580.288 493.224 100.355 803.764 789.564 716.097 24.168 691.93 270.996 253.499 286.664 69.6118 51.4661 40.9117 8.19055 73.4668 15.4423 420.934 273.452 147.481
internal_count=12976 9061 6721 6152 3915 4999 4979 2980 569 1999 2340 1984 404 3227 3170 2875 97 2778 1088 1019 1153 280 207 165 33 295 62 1690 1098 592
is_linear=0
shrinkage=0.0193364
Tree=6
num_leaves=31
num_cat=0
split_feature=55 149 23 93 126 2 55 145 137 120 122 95 28 42 48 132 48 38 109 146 28 6 4 6 134 122 122 97 51 99
split_gain=103.042 29.4077 23.6232 22.3919 18.5863 16.8614 16.1315 14.8325 15.0583 16.7793 14.7552 13.4219 17.5923 13.2979 17.562 13.1591 11.6412 12.2912 11.6356 12.3039 11.1617 11.4754 10.9714 10.7326 10.2301 17.4076 16.9149 14.5616 14.4853 9.90676
threshold=1.675 0.59548780782927435 2.6333333333333337 22.050000000000004 1.2360000000000002 -101.19513085808704 2.0050000000000003 0.42325000000000007 20.050000000000004 0.95000000000000007 1.1625000000000003 11.25 4.6833333333333345 4.1950000000000012 1.925 2.8945000000000003 2.4650000000000003 0.18816005263041802 2.5000000000000004 0.0021500000000000004 3.8452380952380958 1470.8351562447551 1576.9280594554787 1488.9708722914286 0.16900000000000004 0.69600000000000006 1.0515000000000001 1.5000000000000002 1.0000000180025095e-35 0.39230769230769236
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 16 15 24 8 9 -3 -4 -12 -13 14 -9 29 17 -1 -7 -20 -5 -22 -10 -11 27 -26 -27 -2 -29 -6
right_child=6 7 10 20 5 18 -8 13 22 23 11 12 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 25 26 -28 28 -30 -31
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leaf_weight=8.9592023789882642 174.97335097193718 26.089456185698509 110.10858225822449 42.742271393537521 12.415462225675581 346.94004212319851 171.73752881586552 125.61443389952183 39.449243471026421 74.97882804274559 380.39649073779583 6.4645222723484066 15.167747706174849 30.541224718093872 87.763221874833107 5.4692881852388373 10.179258435964583 316.85891100764275 61.365556687116623 14.413146600127218 4.9720072001218787 186.03089176118374 12.153726711869238 193.81046032905579 6.730482190847396 57.289234429597855 183.86202427744865 14.935513153672217 366.15398781001568 137.96194200217724
leaf_count=36 702 105 443 172 50 1396 688 506 159 302 1532 26 61 123 354 22 41 1274 247 58 20 749 49 781 27 230 738 60 1470 555
internal_value=7.78164e-05 0.0023529 0.00103492 -0.000505305 -0.00187042 0.000230166 -0.00517061 0.00605947 0.00348765 0.00180107 0.00448848 0.00620616 -0.0086074 0.00971236 0.0114205 -0.00520619 -0.0054876 -0.00612393 0.00223457 0.00909876 0.00483563 0.00283634 0.0131237 0.0032383 -0.00402133 -0.00728835 -0.00643172 -0.00256482 -0.000444402 -0.00413381
internal_weight=3226.53 2250.85 1660.45 1148.31 914.563 578.565 975.682 590.401 346.482 294.879 512.137 402.029 21.6323 243.919 213.378 155.847 335.997 325.818 422.719 75.7787 233.745 191.003 51.603 268.789 803.945 247.882 241.151 556.063 381.09 150.377
internal_count=12976 9061 6682 4620 3679 2328 3915 2379 1396 1188 2062 1619 87 983 860 627 1351 1310 1701 305 941 769 208 1083 3227 995 968 2232 1530 605
is_linear=0
shrinkage=0.0193364
Tree=7
num_leaves=31
num_cat=0
split_feature=55 86 114 149 55 126 126 110 26 120 95 115 143 145 137 34 29 86 96 35 7 92 40 7 121 97 11 92 100 93
split_gain=99.1683 31.3999 32.7493 23.5723 17.224 17.0237 15.7013 14.5962 15.3506 13.5152 13.9883 11.8315 11.7163 14.5138 11.6208 13.515 11.4452 11.3248 11.4129 14.1071 11.181 10.5115 15.506 10.3644 11.5218 10.3503 10.1415 9.9775 11.6697 9.92542
threshold=1.655 3.1464285714285718 1.8540000000000003 0.61434823896303536 2.0050000000000003 1.2360000000000002 0.64600000000000013 6.9500000000000011 0.42950000000000005 2.0500000000000003 11.25 1.0500000000000003 0.78800000000000014 0.15065000000000003 8.2500000000000018 2.7550000000000003 2.7071428571428577 3.9466666666666668 3.5000000000000004 3.5250000000000004 13.391013389848924 0.07958333333333327 2.0850000000000004 -37.180715287220202 1.0500000000000003 1.5000000000000002 1.1833333333333336 0.16000000000000006 1.3650000000000002 22.050000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 25 9 -4 12 -9 11 -11 29 13 -7 15 23 -14 18 -3 -20 -10 -8 27 -5 -25 -2 -17 -23 -29 -1
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leaf_count=325 1150 374 45 20 688 19 1310 175 1309 158 26 1095 62 1235 461 49 368 93 233 128 328 27 78 81 433 2460 72 47 46 81
internal_value=7.63611e-05 0.00246641 0.00170906 0.00046525 -0.00473223 -0.00063516 0.00675817 0.000909271 0.00332665 -0.00383569 0.00608273 -0.00505125 -0.00168997 0.000204657 0.00558469 0.00226091 -0.00721412 0.00965985 0.00804579 0.0129728 0.00449493 0.00743313 -0.000901079 0.0049161 0.00598445 -0.00366044 -0.00945233 -0.00965423 -0.00361861 -0.0107036
internal_weight=3226.25 2155.09 1949.82 1564.45 1071.15 1287.66 385.376 868.533 450.019 419.127 45.7523 373.375 418.514 311.628 276.785 162.475 106.885 205.273 182.274 89.4867 406.521 374.19 49.1406 132.456 127.488 899.353 30.0192 29.7942 23.087 101.007
internal_count=12976 8678 7850 6297 4298 5181 1553 3496 1812 1685 184 1501 1684 1254 1116 655 430 828 735 361 1637 1508 198 534 514 3610 121 120 93 406
is_linear=0
shrinkage=0.0193364
Tree=8
num_leaves=31
num_cat=0
split_feature=56 55 86 114 120 55 89 99 21 145 47 28 99 114 1 121 136 102 28 38 141 112 27 146 56 52 9 112 89 36
split_gain=95.6694 50.4215 28.0197 24.5361 18.1897 14.8803 14.1151 13.1578 15.8122 11.9942 11.4572 11.3728 21.5091 10.8687 12.1431 10.6247 10.3468 13.2404 11.965 11.018 10.3665 9.98146 9.8067 9.80512 10.0798 15.0715 17.4147 9.76523 10.2209 10.5804
threshold=2.0450000000000004 1.675 3.1026315789473689 1.8540000000000003 0.95000000000000007 2.0050000000000003 0.21000000000000005 0.69397993311036799 0.4642857142857143 0.14775000000000002 1.5550000000000004 1.0500000000000003 0.48684210526315791 0.70850000000000013 1568.1657601994948 1.1835000000000002 3.9500000000000006 2.1545000000000001 6.0500000000000007 0.16697924666250749 2.7000000000000006 0.86350000000000005 0.42050000000000004 0.0033500000000000001 2.4650000000000003 2.8250000000000006 1.3785714285714288 0.68150000000000011 0.93000000000000005 6.3950000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 21 -4 16 9 -9 22 -2 -13 -14 -15 -11 17 18 -1 -18 -21 -3 -8 -6 25 -25 -27 28 29 -5
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leaf_weight=69.350480258464813 3.7179357409477225 797.31569968163967 43.507933795452118 214.52056077122688 473.00714576244354 171.85135088860989 7.2035167515277854 9.9638312458991987 53.269003540277481 153.79360483586788 30.235367700457573 6.6895120292901984 6.7059469819068935 19.33823844790459 5.4573374837636939 297.88171271979809 18.656359016895294 3.7263490706682196 4.9730411618947974 613.44181127846241 4.4571365863084784 6.9551583230495444 75.948683366179466 9.6634586453437787 13.862793669104574 20.061943769454956 20.808127969503403 38.228105112910271 9.1946110576391202 22.129428043961525
leaf_count=279 15 3199 176 864 1911 688 29 40 214 618 122 27 27 78 22 1197 75 15 20 2468 18 28 306 39 56 81 84 154 37 89
internal_value=7.49324e-05 -0.00148298 0.00055718 -0.000249078 0.00719234 -0.00497443 0.00833537 -0.00143248 -0.00378898 -0.00263774 0.00474185 -0.00507609 -0.00193025 -0.00861917 -0.00270864 -0.0021746 0.000265428 -0.00637904 -0.00459394 0.00108024 0.00152238 -0.00387072 0.00103459 0.00814921 0.00106954 -0.00293671 0.00219758 0.00487268 0.00345857 0.00423598
internal_weight=3225.92 2646.6 1670.48 1513.59 579.312 976.122 156.896 1229.51 514.908 461.639 113.388 41.909 38.191 31.5015 24.7956 451.675 714.605 78.0499 74.3235 636.555 617.899 804.271 83.1522 537.403 64.3963 50.5335 40.8701 284.073 245.845 236.65
internal_count=12976 10636 6721 6088 2340 3915 633 4944 2069 1855 457 169 154 127 100 1815 2875 314 299 2561 2486 3227 335 2171 260 204 165 1144 990 953
is_linear=0
shrinkage=0.0193364
Tree=9
num_leaves=31
num_cat=0
split_feature=56 94 79 98 120 114 102 149 26 136 3 85 99 98 115 10 112 1 38 7 146 56 52 9 137 131 11 91 142 11
split_gain=92.0652 30.9038 25.3192 22.2295 17.5101 15.8105 16.1643 13.5329 11.0189 12.6131 10.9726 10.5436 13.6778 10.4938 10.2094 12.0238 11.0797 9.96004 9.84871 9.63712 9.44595 9.70771 14.4619 16.7602 9.07269 9.74647 8.83322 8.56102 8.76208 12.1976
threshold=2.0450000000000004 14.550000000000002 2.4204709237934856 0.87867647058823539 0.95000000000000007 1.8540000000000003 1.7425000000000004 0.58410568343975677 0.43050000000000005 15.250000000000002 1451.9951404754893 -0.23503759398496235 0.63397129186602885 0.44097222222222227 1.1835000000000002 0.51666666666666672 0.77250000000000008 1479.4310358970022 0.15765056868866578 7.6277363656178077 0.0033500000000000001 2.4650000000000003 2.8250000000000006 1.3785714285714288 6.0500000000000007 1.3875000000000002 2.183333333333334 -0.72041666666666659 -0.14899999999999997 2.8619047619047624
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -2 8 14 27 9 10 -3 -10 17 -14 15 -7 -17 -13 -9 -20 -6 22 -22 -24 25 -1 -16 -4 -29 -30
right_child=4 3 7 -5 20 6 -8 18 11 -11 -12 12 13 -15 26 16 -18 -19 19 -21 21 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0092918843295387646 -0.0049763476336743377 -0.014948059852959706 0.018402348452070574 -0.012573462557962741 0.0089450440173198045 0.023152607170704744 0.018567855814739801 -0.014843795609875169 0.0079520253440287739 0.010362462559612875 -0.0029705188487476361 0.0072400072965798853 0.0067036411000051983 -0.0033009928515396946 0.010491066493254089 -0.00079622330386357957 -0.030450365511275754 0.00081539926555168325 0.0062824451905907387 -0.0016696346955540017 -0.024120229919844704 0.015395887099778653 0.014783188037065138 -0.0099872394679414306 -0.017087385285238243 0.014776821781035491 -0.0097808558392399256 -0.005984318151729822 -0.0026289241197395719 0.018236177206288957
leaf_weight=63.135601997375488 41.919551566243172 42.829542174935341 6.4716529101133338 46.341740265488625 472.57109251618385 7.4571476578712454 31.519951164722443 13.196183010935782 72.312645971775055 17.915694922208786 86.094022378325462 125.32031863927841 43.787581369280815 373.65373438596725 79.675672516226768 91.153835907578468 4.9643431156873694 322.21518486738205 114.78920662403107 113.12844160199165 9.6843239814043027 13.840576186776159 20.031934574246407 20.827665358781815 61.140032455325127 6.9819235652685157 8.9328376948833448 415.01637899875641 487.9123802036047 10.701449930667875
leaf_count=253 169 172 26 186 1911 30 127 53 291 72 346 504 176 1502 321 367 20 1296 462 455 39 56 81 84 245 28 36 1666 1959 43
internal_value=7.35366e-05 -0.00145425 -0.003593 0.000587014 0.00705871 0.00105341 0.00573368 -0.00268302 8.76053e-05 -0.00483741 -0.00695026 0.000859246 0.000266196 -0.00225138 0.00362819 -0.000493554 -0.00232943 0.0026146 0.00139457 0.00233519 0.0079984 0.00104926 -0.00287914 0.00215578 -0.0116428 -0.00689389 0.00844652 -0.00375161 -0.00390866 -0.00218088
internal_weight=3225.52 2646.65 1292.47 1354.17 578.875 1307.83 223.704 1161.22 1084.13 146.839 128.924 937.289 864.977 417.441 192.184 103.575 96.1182 447.536 241.114 227.918 536.956 64.3845 50.5439 40.8596 131.258 70.1175 88.6085 920.102 913.63 498.614
internal_count=12976 10636 5190 5446 2340 5260 901 4664 4359 590 518 3769 3478 1678 774 417 387 1800 970 917 2171 260 204 165 526 281 357 3694 3668 2002
is_linear=0
shrinkage=0.0193364
Tree=10
num_leaves=31
num_cat=0
split_feature=56 86 86 47 35 56 23 149 120 98 31 22 1 110 2 3 51 34 102 31 86 91 25 92 1 133 48 90 146 86
split_gain=91.1451 35.1084 26.2409 18.2504 17.4081 17.2496 15.4072 13.2549 12.9481 12.0054 12.5612 15.8872 13.7364 11.7277 15.4384 11.9376 11.955 11.8703 12.884 11.608 11.2198 11.4252 10.7794 12.2799 10.7728 10.7015 10.5052 10.6148 10.3091 10.9723
threshold=1.8450000000000004 3.1084018801410109 3.3038461538461541 2.3650000000000007 4.5450000000000008 2.1350000000000002 3.4142857142857146 0.52887135189419909 1.6835000000000002 0.66025641025641035 0.098833265499932169 0.61250000000000016 1386.678696257922 11.15 43.574361878816838 1427.3001099184669 1.0850000000000002 5.5500000000000007 0.9085000000000002 0.37965517241379315 3.8090909090909095 -0.40291666666666653 0.69047619047619058 -0.11624999999999994 1373.5715040207458 3.3165000000000004 2.5850000000000004 0.073749999999999968 0.0018500000000000003 2.7176079734219276
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 9 -7 26 19 11 -11 -12 22 17 -16 -17 18 -15 -1 21 -3 23 -2 -18 -25 27 -6 -10 -30
right_child=2 20 -4 -5 8 7 -8 -9 28 10 12 -13 -14 14 15 16 24 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.0015781122102816226 -0.0093289940922069558 0.019765338444424452 0.014682398000767241 -0.011370203043520278 -0.013541048401059902 -0.009700061043209968 0.0024257535103626537 0.0072380541113273847 0.0014293880569309228 -0.012960002968588097 0.0074899805632994976 0.0083349722826127678 -0.0042173367914239233 0.0011757466234478841 0.020096365609173144 0.0096625807752187855 0.014934269738396778 -0.026375521316742177 0.012202433427536416 0.010722748118567431 0.019997001009198177 0.0021777932703681275 0.0048971880045000091 -0.00095865188815031212 -0.0095668337726073794 0.027793647370951642 -0.028820961843960026 0.010150662015850527 -0.015045887453306168 0.0050519939764736913
leaf_weight=632.23512941598892 77.278431013226509 15.871740505099295 82.580396011471748 98.659921199083328 62.071506053209305 18.07154455780983 232.46736840903759 388.89480237662792 61.244662404060364 105.20564776659012 39.857994258403778 14.956455320119856 624.4762274324894 59.83322636783123 8.6859805136919004 20.092504054307938 7.4455599784851065 3.7261801660060874 117.33806352317333 30.042637720704079 20.274862557649612 106.26140862703323 90.56019926071167 192.02136977016926 67.50322137773037 4.9615052342414847 14.7089387178421 7.9745865762233725 41.370518401265144 13.454450249671934
leaf_count=2540 311 64 334 395 249 73 935 1574 246 422 160 60 2507 241 35 81 30 15 473 121 82 428 365 773 272 20 59 32 166 54
internal_value=-0.00022706 -0.00259627 0.00418504 -0.00326366 -0.00283821 0.00336436 -0.0021947 0.0064857 -0.00821862 -0.00293716 -0.00455558 -0.0103088 -0.00351482 0.0014083 0.00435011 -0.0015966 -0.00358038 0.00776022 0.00847895 -0.00101998 0.00667653 0.0044643 -0.000886702 -0.00279675 -0.00713157 -0.000233698 -0.0139645 -0.0108427 -0.00402222 -0.0101128
internal_weight=3260.13 2121.13 1138.99 1978.73 1880.07 1056.41 1679.24 406.966 200.825 1446.77 784.496 120.162 664.334 649.446 284.625 103.727 95.0413 180.897 177.171 662.278 142.408 122.133 364.822 274.261 74.9488 196.983 84.755 70.0461 116.07 54.825
internal_count=13117 8520 4597 7946 7551 4263 6745 1647 806 5810 3149 482 2667 2616 1147 418 383 729 714 2661 574 492 1469 1104 302 793 340 281 466 220
is_linear=0
shrinkage=0.0193364
Tree=11
num_leaves=31
num_cat=0
split_feature=55 86 54 55 55 94 131 149 86 96 84 31 148 4 49 85 122 13 38 135 111 108 85 130 26 29 11 90 110 111
split_gain=78.9899 44.7231 23.252 20.8913 17.1402 14.6511 12.8566 13.114 12.8508 11.9527 14.5451 12.9012 15.5795 12.4762 17.3241 11.4841 11.4643 11.3148 11.2244 11.5242 10.9877 11.0932 11.6131 10.8253 10.8137 11.1839 10.3398 10.2691 9.99045 12.3378
threshold=1.635 3.3279569892473124 1.385 2.0050000000000003 1.4150000000000003 16.050000000000004 0.88200000000000012 0.51553679372533356 2.9582608695652177 4.5000000000000009 0.011079545454545451 0.17871660859465732 0.2510638640346553 1656.3041979056791 2.7950000000000004 0.18657596371882076 1.1625000000000003 0.36666666666666675 0.19509469876784688 0.42350000000000004 9.7500000000000018 3.5000000000000004 0.03861872146118716 3.0500000000000003 0.43211111111111117 3.683333333333334 1.1833333333333336 -0.12749999999999992 19.550000000000004 24.150000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 6 15 23 -8 18 10 -7 -12 -13 28 -15 -1 -6 -17 -2 20 -20 22 -22 -4 -9 -26 -23 -3 -11 -30
right_child=3 27 4 -5 16 9 7 24 -10 13 11 12 -14 14 -16 17 -18 -19 19 -21 21 26 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0015284644449197655 -0.010933862555732863 0.0065999410479009868 -0.0073529741985086444 -0.010617071215644789 -0.013879837724723128 0.0011835584796388067 -0.012434347958961681 -0.0066220639130680128 0.0041796477888121283 0.0052460447706292384 -0.017237539008989045 -0.013131699490502248 0.019061341325964879 0.024999959734919405 -0.0104414056533621 -0.0045268142899276614 0.0011684004035062254 -0.027473816391835919 -0.0062135950856384283 0.0036757864852798188 -0.0032326539540628112 -0.0022997289052926555 0.014348938441535364 0.01333634743974524 0.0050964476235924004 0.012115819174436526 0.022916235267712554 0.017277226514442544 -0.0097686966751892885 0.011946309126786249
leaf_weight=665.02944342792034 77.282731205224991 59.303489610552788 40.068040639162064 167.42769141495228 21.636016890406609 314.46962067484856 11.658486187458037 17.083065047860146 80.406581148505211 222.71348375082016 33.056366696953773 12.182559236884119 10.427880227565764 22.304229021072391 6.7027141898870459 21.882313221693039 151.08302317559719 12.699611797928808 391.01740612089634 81.482914343476295 311.61034326255322 11.456680849194528 14.70563820004463 12.371651291847227 147.62223517894745 199.77291910350323 12.942746222019194 78.02186444401741 38.233402401208878 13.141358673572539
leaf_count=2674 310 240 162 670 87 1266 47 69 323 898 133 49 42 90 27 88 608 51 1568 327 1251 46 59 50 598 809 52 316 154 53
internal_value=-0.000222648 0.0019971 0.00125484 -0.00430419 0.00442572 -0.000133961 0.00649822 0.00774874 -0.00322657 0.00190231 -0.000429059 -0.00953935 0.0017141 0.00474949 0.0168084 -0.00209352 -0.000716609 -0.0129572 -0.00388795 -0.00322638 -0.0039847 -0.00149949 -0.00244002 -0.00247037 0.00839459 0.00913323 0.0110755 0.0126669 0.00347289 -0.00421269
internal_weight=3259.8 2111.46 1974.14 1148.33 601.295 1372.84 428.576 376.137 980.905 673.232 370.136 55.6668 22.6104 303.095 29.0069 699.611 172.719 34.5819 900.498 823.216 741.733 350.715 326.316 52.4397 364.478 347.395 24.3994 137.325 274.088 51.3748
internal_count=13117 8511 7955 4606 2430 5525 1735 1523 3936 2712 1490 224 91 1222 117 2813 695 139 3613 3303 2976 1408 1310 212 1476 1407 98 556 1105 207
is_linear=0
shrinkage=0.0193364
Tree=12
num_leaves=31
num_cat=0
split_feature=56 86 55 86 54 94 110 4 0 104 126 115 136 105 9 5 7 30 148 5 101 40 86 91 50 46 85 106 109 145
split_gain=84.8553 32.5355 26.688 24.55 16.0464 15.4235 14.701 15.4988 14.1402 13.2596 12.4113 11.4529 14.3522 14.1945 15.5279 12.5156 12.5672 11.0957 14.8815 11.5478 10.7668 14.3206 10.7275 10.998 11.6618 11.2311 10.5595 10.3825 10.189 10.1424
threshold=1.8450000000000004 3.1084018801410109 2.0050000000000003 3.3038461538461541 1.4750000000000003 22.050000000000004 11.15 1656.3041979056791 1595.8751457868643 0.5485000000000001 1.1055000000000004 1.1835000000000002 3.0500000000000003 0.35750000000000004 2.183333333333334 1494.4602613325953 -39.018978719848626 0.11846978557504871 0.25163144129939685 1499.0389500689903 0.29000000000000009 7.4350000000000014 3.8090909090909095 -0.40291666666666653 1.2350000000000001 4.495000000000001 0.012183908045976952 0.68150000000000011 1.0000000180025095e-35 0.19335000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 6 20 9 8 28 -2 26 15 -13 -14 -15 16 27 18 -12 -19 29 -22 23 -3 -25 -26 -11 -7 -8 -1
right_child=3 22 -4 -5 -6 11 7 -9 -10 10 17 12 13 14 -16 -17 -18 19 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
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leaf_weight=51.241420850157738 299.88057538866997 15.831347495317457 163.9512038230896 82.337452158331871 291.09031467139721 4.7367548048496229 42.903235554695129 32.150014236569405 63.20161272585392 23.33969604969025 6.695829093456271 8.2013073712587339 10.932121917605398 73.806544333696365 10.694916665554045 146.76187911629677 40.067212089896202 38.927280753850937 10.418481677770613 56.504508063197136 1370.8079210668802 5.9912733286619178 20.205875068902969 75.386196181178093 19.866434097290043 10.932872384786604 6.2062054425477973 7.7160804867744446 184.35022760927677 84.275344043970108
leaf_count=206 1209 64 656 334 1179 19 173 130 255 94 27 33 44 297 43 590 161 157 42 228 5503 24 82 304 80 44 25 31 744 339
internal_value=-0.000218327 -0.00250344 -0.00314538 0.0040414 0.00324815 -0.00247052 0.00177707 0.0049154 0.00350499 -0.000513564 -0.00537913 0.00151188 0.00672561 0.00461491 0.0019315 -0.00119929 0.00690053 -0.0024503 0.011884 -0.00502184 -0.00326823 -0.00378011 0.00642939 0.00426748 0.00202511 -0.00799893 -0.0165322 -0.0100617 0.00575502 0.00193187
internal_weight=3259.41 2121.41 1979.18 1138.01 1055.67 1815.23 764.578 322.605 290.455 441.973 142.092 302.917 103.635 95.4336 84.5015 199.282 52.52 112.546 17.1143 95.4318 1512.32 1376.8 142.223 122.017 106.186 30.7993 29.5459 12.4528 227.253 135.517
internal_count=13117 8520 7946 4597 4263 7290 3084 1302 1172 1782 573 1218 417 384 340 801 211 454 69 385 6072 5527 574 492 428 124 119 50 917 545
is_linear=0
shrinkage=0.0193364
Tree=13
num_leaves=31
num_cat=0
split_feature=56 55 38 56 94 115 141 85 149 98 4 27 136 130 105 9 31 31 22 30 131 136 112 91 36 111 136 23 4 34
split_gain=81.626 29.2523 19.5966 14.9113 14.8723 15.9386 12.8408 14.1083 12.5344 12.2106 11.8834 13.6756 10.7594 10.2307 10.0379 10.9375 10.0289 11.0006 10.7363 12.1991 12.0917 11.7922 10.1946 9.90942 9.58755 9.33367 10.8622 9.23751 10.4727 11.6323
threshold=1.8450000000000004 2.0050000000000003 0.14240112643333183 2.1350000000000002 20.550000000000004 1.1835000000000002 -0.93799999999999983 -0.17357142857142852 0.52887135189419909 0.71008403361344552 1673.1773293836611 0.5926785714285715 3.0500000000000003 2.2110000000000007 0.34150000000000008 2.183333333333334 0.098833265499932169 0.103311439518336 0.61250000000000016 0.14611063094209156 1.2680000000000002 19.850000000000005 0.86350000000000005 0.16291666666666668 2.0250000000000004 9.4500000000000011 5.2500000000000009 3.5500000000000003 1457.6786552462374 4.5050000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 16 6 25 23 24 -9 -2 -12 -7 27 -14 -16 18 -18 19 21 -21 -4 -19 -8 -5 -6 -27 28 -10 -30
right_child=3 -3 4 8 5 12 7 9 13 -11 11 -13 14 -15 15 -17 17 22 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
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leaf_weight=20.934841379523277 661.52281609177589 167.45993965864182 82.524577528238297 4.2058378458023098 9.4407983571290988 9.4169988334178907 21.592831343412403 158.37951245903969 54.254688367247581 65.758104726672173 30.172899425029755 6.9477063417434684 13.63866290450096 131.5590545386076 91.412425369024277 12.943847775459288 77.850876420736313 1239.236618027091 24.907938420772552 60.070153594017029 29.633595183491707 10.973642408847807 5.9625478088855735 6.2112821936607352 14.129102677106856 4.2318726480007163 8.9553607702255231 70.863340482115746 158.14752593636513 5.6853572875261298
leaf_count=84 2667 670 331 17 38 38 87 637 220 264 122 28 55 534 368 52 313 4977 100 241 119 44 24 25 57 17 36 288 641 23
internal_value=-0.000214086 -0.00245485 -0.00179013 0.00396512 -0.00158857 0.00172143 -0.000901281 -0.00215471 0.00675856 -0.00376652 0.00221036 0.0128559 0.00737357 0.00744101 0.00578514 0.0037453 -0.00245759 -0.00183687 -0.00640342 -0.00802294 -0.00292791 -0.0129104 -0.00227777 0.0108356 -0.00888908 0.0130503 0.00253659 0.00540547 0.00343426 0.000995433
internal_weight=3259.02 2121.54 1954.08 1137.49 1933.14 401.982 274.57 251.942 438.845 224.138 698.643 37.1206 127.412 420.51 117.995 104.356 1531.16 1323.05 208.11 183.202 89.7037 93.4982 1245.2 27.8041 18.3349 22.628 13.1872 288.951 218.088 163.833
internal_count=13117 8520 7850 4597 7766 1617 1104 1013 1780 901 2817 150 513 1706 475 420 6149 5314 835 735 360 375 5001 112 74 91 53 1172 884 664
is_linear=0
shrinkage=0.0193364
Tree=14
num_leaves=31
num_cat=0
split_feature=56 45 38 54 98 53 35 138 121 137 89 92 136 78 4 141 141 132 78 80 40 50 84 38 121 27 92 5 38 136
split_gain=78.5196 16.9469 16.9816 15.5117 14.0501 14.9063 12.4774 11.3036 10.9305 10.0894 9.98842 9.82574 10.5309 9.48128 9.44693 9.14148 9.69177 9.09011 14.2578 10.9158 9.01658 14.1351 9.41887 10.0591 9.17942 8.92172 8.83547 8.94662 13.1781 11.1905
threshold=1.8450000000000004 1.3950000000000002 0.14240112643333183 1.4850000000000001 0.6043478260869567 3.0750000000000006 3.9450000000000007 3.5000000000000004 2.1340000000000003 16.850000000000005 0.070000000000000021 0.21374999999999997 16.950000000000003 0.86190476190476206 1600.0450495535808 2.2120000000000006 2.0240000000000005 1.3875000000000002 0.69047619047619058 0.13143836459335737 1.7850000000000004 1.4350000000000003 0.019374999999999951 0.21749785826265697 1.7890000000000004 0.51414285714285735 0.12541666666666665 1541.4439925326926 0.18129160935470848 5.8500000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 20 5 11 8 14 17 13 -7 15 -13 -10 -8 16 -4 18 -6 -19 21 22 -2 -24 25 -23 27 28 -5 -30
right_child=3 -3 4 26 6 10 7 -9 9 -11 -12 12 -14 -15 -16 -17 -18 19 -20 -21 -22 24 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.019313344499268477 -0.019100417682173288 -0.012110229646294471 -1.0746634205940851e-05 -0.0031412959317426259 0.0025548720381643798 -0.0024109414769881514 -0.0030589483011888405 -0.010484614152871878 -0.024275610886838064 -0.032729464645195765 -0.018223526807363204 0.0045494161247286637 0.02506959185904176 -0.0017243527978929396 0.021894609227034536 0.015769751459937507 -0.026447953654221031 0.0010178933012439518 -0.0045844058976222879 -0.024783509619028383 0.0031488859322747315 -0.009937034596280786 0.025815080538490222 -0.014823106736054775 0.016759900315340165 0.021562921282666823 0.014999734920409964 0.019390069619157894 0.019290660194060002 0.0056504775203634105
leaf_weight=21.203377306461334 25.05906268954277 65.230885282158852 589.66542509198189 54.615885108709335 128.64881195127964 36.165830358862877 45.366049379110336 142.34329991042614 9.4736042618751508 7.2277405709028235 25.453052923083305 75.075292453169823 10.680399268865584 26.380104884505272 6.4794275462627402 13.631468638777731 5.2270648628473273 348.12623983621597 559.04500579833984 6.2369912713766089 772.37261547148228 16.603450700640682 4.2010132819414121 4.964023619890213 13.832991197705267 4.2110083252191535 51.253696799278259 17.746600404381752 26.603015050292015 145.50831215083599
leaf_count=85 101 261 2370 221 516 145 182 571 38 29 102 302 43 106 26 55 21 1399 2244 25 3119 67 17 20 56 17 208 72 108 591
internal_value=-0.000209933 -0.00240721 -0.00209938 0.00389028 -0.00191999 0.000170048 -0.00315493 -0.00766916 -0.00234703 -0.0118914 -0.00894419 0.000979072 0.00710663 -0.00768632 5.99832e-05 0.000115431 -0.000243284 -0.00195235 -0.00324876 0.000563383 0.00255107 -0.00415237 -0.0129661 0.00380172 0.00455268 -0.00355915 0.00769963 0.00616877 0.00513338 0.00775948
internal_weight=3258.63 2121.66 2056.43 1136.97 2035.23 755.899 1279.33 194.189 1085.14 43.0814 61.6189 694.28 85.7557 35.8537 51.8455 608.524 594.892 1042.06 687.694 354.363 841.244 68.8715 34.2241 9.16504 34.6475 20.8145 295.728 244.474 226.727 172.111
internal_count=13117 8520 8259 4597 8174 3038 5136 779 4357 173 247 2791 345 144 208 2446 2391 4184 2760 1424 3397 278 138 37 140 84 1200 992 920 699
is_linear=0
shrinkage=0.0193364
Tree=15
num_leaves=31
num_cat=0
split_feature=56 55 56 98 126 27 132 130 0 98 143 1 99 5 111 31 36 10 90 96 105 42 145 40 134 134 132 29 94 135
split_gain=105.565 27.4565 23.8428 12.9266 12.1201 11.4718 14.2159 13.675 14.1041 11.9959 11.8756 11.5674 11.4404 12.3049 12.2446 11.1422 11.201 11.0157 10.8386 10.8353 10.5268 10.5002 9.98657 9.92235 12.2615 9.9025 9.67172 9.57718 11.8206 11.1651
threshold=1.7650000000000003 1.7850000000000004 2.1850000000000005 0.6043478260869567 0.64600000000000013 0.48527777777777786 1.7070000000000001 0.56350000000000011 1406.6199295802789 0.63961038961038974 1.393 1704.8415529584927 0.77525252525252542 1469.8140797980116 0.75000000000000011 0.20274995274995272 8.1650000000000009 1.2583333333333335 -0.76958333333333329 2.5000000000000004 0.41750000000000004 6.035000000000001 0.16985000000000003 2.9750000000000005 0.38900000000000007 0.16150000000000003 0.88200000000000012 3.2111111111111117 9.9000000000000021 -0.36149999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 7 10 -5 -9 -8 11 26 13 -3 22 21 -17 -10 -4 -1 -12 -2 -14 25 -25 -11 -7 28 -6 -30
right_child=2 12 18 5 27 6 9 8 17 23 20 -13 14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.027362105603166237 0.0011184322577280307 -0.025850903757288102 0.03437985452359197 -0.029826183458372409 0.0010818309303143561 -0.0067576290926657911 -0.016469309675319607 0.0074718583149609146 -0.0028744003652834611 0.0074027542560895013 -0.0050382728111307909 -0.025558551424357704 0.019998142308720216 -0.0038311915022213052 -0.014902310383197266 0.0070196950959853059 -0.0127812254967341 -0.011191480898048245 0.0079756578802206782 -0.0007311618234588852 -0.028187733718528458 0.014713591410084331 -0.0068084830289832522 0.0037611367666875346 -0.031442824350025808 0.025371421865609672 0.00053325430683318173 5.9146960893747036e-05 -0.0067942674922270956 0.016077151619168978
leaf_weight=10.22320404648781 754.67051656544209 9.7358185499906522 5.9063025563955298 8.720487102866171 76.509573847055435 90.208144664764404 8.4505046904087049 29.150738373398781 127.05847997963428 39.544226005673409 18.443782284855846 7.4710063934326163 5.4919622093439093 370.07764428853989 99.878006488084793 244.56367953121662 11.164385467767714 112.087243527174 359.2336832433939 12.950255811214445 12.210405722260473 21.853592798113823 95.153111964464188 28.881396576762199 4.2388352751731864 16.158010989427567 276.61070799827576 330.79122224450111 9.4485410004854185 51.193932846188545
leaf_count=41 3043 39 24 35 308 362 34 117 510 159 74 30 22 1483 400 987 45 450 1460 52 49 88 381 116 17 65 1111 1330 38 206
internal_value=0.000144724 -0.00288436 0.00415644 -0.00129243 0.00116444 -0.00284095 -0.00109835 -0.00599995 -0.00522494 0.00553904 -0.0026929 -0.00174503 -0.00636896 -0.004396 -0.0101056 0.00265414 0.00615487 -0.00677293 0.00840323 -0.0124843 -0.0142632 0.00150117 -0.00534454 0.00763405 -0.000745811 0.0126173 -0.00125963 0.00184055 0.00613657 0.0125126
internal_weight=3248.08 1850.69 1397.39 1270.35 491.117 779.234 502.217 277.017 268.296 97.273 404.944 374.29 580.337 379.813 200.523 1032.25 255.728 239.146 365.14 23.1735 30.6542 776.524 100.645 88.8225 33.1202 55.7022 366.819 467.943 137.152 60.6425
internal_count=13076 7429 5647 5104 1975 3129 2017 1112 1077 391 1626 1503 2325 1522 803 4163 1032 960 1484 93 123 3131 403 357 133 224 1473 1882 552 244
is_linear=0
shrinkage=0.0193364
Tree=16
num_leaves=31
num_cat=0
split_feature=56 149 56 55 40 86 86 130 23 122 46 28 99 111 5 40 4 136 39 42 29 145 141 92 90 125 105 30 136 37
split_gain=101.548 26.7391 22.9773 21.379 20.7182 17.3108 16.8552 12.3569 12.3432 12.7417 11.5864 11.011 10.7351 11.2625 10.9601 10.7069 11.1698 11.1268 10.5502 13.7982 10.5319 12.9436 12.0943 12.3818 10.4955 9.81961 9.74163 11.5202 9.58916 10.9865
threshold=1.7650000000000003 0.53433908520280893 2.1850000000000005 1.7850000000000004 1.3750000000000002 3.2828571428571434 3.4428104575163405 0.31650000000000006 2.6333333333333337 0.75750000000000017 2.8750000000000004 0.21111111111111114 0.77525252525252542 0.75000000000000011 1469.8140797980116 3.7350000000000008 1552.5304611260187 10.050000000000002 0.15459629597270949 4.7350000000000012 4.1055555555555561 0.91485000000000005 2.4385000000000003 0.12208333333333331 -0.76958333333333329 0.3665000000000001 0.71650000000000003 0.21760654326302192 3.8500000000000001 0.43350575884935322
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 8 7 -1 28 -10 15 -11 14 -14 -6 16 20 -18 -13 -20 22 -22 23 -3 -4 -15 -16 -28 29 -2
right_child=2 10 24 4 12 -7 -8 -9 9 11 -12 18 13 25 26 -17 17 -19 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.025358068258564785 -0.014856394491290698 0.00017216826484415721 0.033870839215972857 -0.028675030950649993 -0.02707856754003447 0.01134241716446783 0.018549638940722174 -0.0025242873520823581 -0.021579684230311275 -0.018360798656332895 -0.0031099212886937151 0.017597208444166724 -0.0058236012767779203 0.013799323543803543 -0.0020812314466060571 -0.011127911009067678 0.01246950026008644 0.00027519973629754047 0.0058928895281531689 -0.010880369006689953 0.0037205890657557371 0.029012194063440268 0.030484109151804238 -0.011461974238765847 0.0078293993176553941 -0.017229007708128748 -0.0079848196081427642 -0.036503692811540894 0.0010452358281938393 0.0013851648006024536
leaf_weight=8.979889437556265 32.02962589263916 139.77845707535744 5.8794532418251029 16.989152461290359 7.9931013137102118 78.318039000034332 14.071168690919874 655.02684284746647 6.7110995203256598 7.1835265755653372 250.40320628881454 26.236252322793007 84.673067301511765 3.9964634180068961 218.67408357560635 21.693425610661507 73.345181286334991 45.242676913738251 287.00462929904461 19.583618730306625 96.977364718914032 8.2035414576530439 4.2025535702705374 45.276664465665817 358.8719976991415 81.431274101138115 68.121074721217155 5.7407470792531958 544.64742435514927 30.292752370238304
leaf_count=36 129 562 24 68 32 318 57 2629 27 29 1006 106 339 16 876 87 295 182 1159 79 390 33 17 182 1460 326 273 23 2194 122
internal_value=0.000141978 -0.00282836 0.00407796 -0.00461015 -0.00769817 0.00260345 -0.0023894 -0.0028333 0.0018857 0.00479627 0.000203186 0.00531725 -0.00694061 -0.0108226 -0.00474313 0.0021117 0.0028073 0.00781781 0.00582865 0.0048212 0.000789023 0.00569461 -0.00193707 -0.00267421 0.00824963 -0.0157763 -0.00413235 -0.0102038 0.000223001 -0.0069615
internal_weight=3247.58 1850.82 1396.76 1165.7 487.619 1032.01 678.078 664.007 953.689 346.719 685.123 340.008 470.63 170.101 300.529 434.72 413.026 118.588 332.825 306.588 294.439 105.181 189.258 185.055 364.751 85.4277 292.536 73.8618 606.97 62.3224
internal_count=13076 7429 5647 4675 1953 4163 2722 2665 3845 1400 2754 1373 1885 681 1204 1748 1661 477 1344 1238 1184 423 761 744 1484 342 1172 296 2445 251
is_linear=0
shrinkage=0.0193364
Tree=17
num_leaves=31
num_cat=0
split_feature=56 55 56 86 86 98 123 22 110 94 93 93 48 5 26 90 46 41 31 46 38 104 142 137 94 100 34 29 144 115
split_gain=97.6876 25.2889 22.1428 18.3134 16.6809 12.2693 11.9497 11.7919 10.8327 10.5903 13.8478 14.473 12.519 11.0862 10.877 10.1714 10.1664 13.5013 13.7326 10.0166 9.73738 10.6042 9.71953 10.9909 9.91584 14.2677 13.6762 12.7945 11.2679 9.66204
threshold=1.7650000000000003 1.7850000000000004 2.1850000000000005 3.1464285714285718 3.2828571428571434 0.6043478260869567 1.6585000000000003 0.90000000000000013 9.0500000000000025 11.400000000000002 9.9000000000000021 14.550000000000002 2.1350000000000002 1469.8140797980116 0.51816666666666678 -0.76958333333333329 4.5650000000000004 2.3050000000000002 0.20564061775038114 5.035000000000001 0.27355920182584065 1.1955000000000002 1.8085000000000002 6.9500000000000011 9.9000000000000021 1.4500000000000002 2.8950000000000005 3.2928571428571431 0.0096500000000000006 1.2915000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 6 22 16 19 -9 10 14 -12 -13 -11 -3 -4 17 18 -2 -7 21 -8 24 -24 25 26 -1 -26 -29 -15
right_child=2 9 15 -5 -6 7 20 8 -10 13 11 12 -14 29 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 27 -27 -28 28 -30 -31
leaf_value=0.0008300471060750333 0.0014727395506641749 -0.0014164830875518127 0.033386158208884388 0.0073282475194528596 0.011138723666105309 -0.0039111609074217917 -0.002749191416285685 0.011737060238383334 -0.0035282655830740626 -0.025421907910716534 -0.025444561976965659 -0.0071630004343150458 -0.033505737009597525 -0.005057351010874114 -0.013437597363585109 0.007685915514194095 0.010021947422698576 -0.0098435316165914419 0.0085751212841383775 -0.021401855934387041 0.0053262331214933931 -0.021976884257745532 -0.0039955009728721708 0.028022007247361643 0.010061586126403885 -0.019270938997548139 -0.017970713084783364 -0.0010992986311959951 0.015388141603611917 0.0030548550275719742
leaf_weight=108.88627703487873 474.62917098402977 92.4149479418993 5.8498084843158713 86.776722073554993 78.209289520978928 642.69735422730446 178.73183718323708 34.879151403903961 34.632013380527496 8.7424612045288068 31.473637133836746 67.192060574889183 7.496655046939849 263.35175940394402 40.47034664452076 358.50640024244785 71.780692622065544 32.250706762075424 129.58242434263229 12.477779671549795 55.124428555369377 11.406678482890127 6.7156730741262463 9.9295676946639997 59.933485314249992 19.948062732815742 16.678740993142128 220.20129108428955 16.668052181601524 69.341370567679405
leaf_count=438 1913 370 24 351 318 2579 721 140 139 35 126 269 30 1055 162 1460 290 130 523 50 222 46 27 40 241 80 67 885 67 278
internal_value=0.000139293 -0.00277352 0.00400113 -0.00124566 0.00255387 -0.00187431 0.00184962 -0.00344101 0.00413102 -0.00611723 -0.00923875 -0.0144458 -0.00980925 -0.00393155 -0.00507817 0.008099 0.00312349 0.00234534 0.00299608 -0.00424446 -0.00182869 -0.00390335 0.000599371 0.0151032 5.33303e-05 -0.00408131 -0.00166729 0.00208061 6.08968e-05 -0.0033664
internal_weight=3246.98 1850.91 1396.07 1270.42 1031.72 1183.65 953.506 724.686 69.5112 580.483 239.048 106.162 74.6887 341.436 132.885 364.356 708.243 636.462 604.212 655.175 245.263 190.139 458.961 16.6452 442.316 145.513 125.565 296.803 236.869 332.693
internal_count=13076 7429 5647 5104 4163 4753 3845 2908 279 2325 957 425 299 1368 532 1484 2856 2566 2436 2629 989 767 1845 67 1778 585 505 1193 952 1333
is_linear=0
shrinkage=0.0193364
Tree=18
num_leaves=31
num_cat=0
split_feature=56 149 56 55 40 35 98 130 135 12 130 92 99 7 111 0 91 136 16 114 23 122 122 10 28 125 40 30 28 42
split_gain=93.9745 25.2377 21.3398 19.8828 19.6146 13.2179 13.003 12.3262 11.1556 10.4725 10.3132 10.2058 10.1862 10.6282 10.6256 9.92721 9.92497 9.84538 10.3532 10.4553 9.68022 11.38 10.6427 12.2038 11.6855 9.43055 9.42992 9.3909 10.3479 9.09534
threshold=1.7650000000000003 0.53433908520280893 2.1850000000000005 1.7850000000000004 1.3750000000000002 2.9250000000000003 0.6043478260869567 0.31650000000000006 -0.64699999999999991 0.36666666666666675 2.6125000000000003 0.44875000000000004 0.77525252525252542 2.1416577046417165 0.75000000000000011 1666.8416720924611 -0.66541666666666666 16.850000000000005 1.5000000000000002 1.2750000000000001 2.6333333333333337 0.75750000000000017 1.5530000000000002 2.4226190476190479 7.2678571428571432 0.3665000000000001 3.7550000000000003 0.58434959349593507 1.1833333333333336 5.1350000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 7 -5 17 -7 -1 -8 -10 16 -9 13 -6 -14 -12 -2 26 19 -19 22 -22 -18 24 -24 -16 -3 28 -23 -27
right_child=2 5 -4 4 12 6 8 11 9 -11 15 -13 14 -15 25 -17 20 18 -20 -21 21 27 23 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.024797837465387964 0.020629264884402553 0.0052325048973102918 0.0079512700772668247 -0.02784207637737043 -0.0080275351575238036 0.0016290770572804083 0.014043933626627276 -0.0025665758097810636 -0.010686204656728647 -0.0014616189876037852 -0.0085312344607900541 0.0081806739889236646 -0.0056173835840995509 -0.00074790658441505585 0.013702912580206103 0.0064151661307105196 -0.00061753088476106241 0.0048495207178447094 0.01711286104135348 -0.014521209172094037 -0.01741148021691195 -0.020762694079659267 0.0020576756160342238 0.01526161498754049 0.035585426676045646 -0.021005921333586218 -0.019818071934699543 0.034735227335330097 0.0060683685200719891 -0.0069892292080842716
leaf_weight=8.9886720329523069 11.878110140562056 255.76674318313599 363.9549358189106 16.984125137329102 157.03186900913715 172.53562067449093 10.210627421736715 634.34415012598038 106.64113932847977 80.967689514160156 56.716821610927582 34.846629232168198 84.686339408159256 143.55563533306122 3.9956932663917533 23.491707116365433 376.42950642108917 15.92756676673889 7.1998347938060752 30.090349271893501 7.9510505497455588 5.4608685970306388 183.1442136913538 34.656857281923294 3.9676905721426001 56.460693851113319 5.7404276728630057 4.1928968280553809 323.54599653184414 24.985985085368156
leaf_count=36 48 1029 1484 68 629 694 41 2546 428 325 229 140 339 575 16 95 1517 64 29 121 32 22 739 140 16 226 23 17 1308 100
internal_value=0.000136658 -0.0027198 0.00392573 -0.00445059 -0.00742834 0.000225614 -0.00225025 -0.0023091 -0.00563397 -0.00670546 0.0025052 -0.00200682 -0.00669146 -0.00455112 -0.0104726 -0.00415297 0.00306669 0.00313925 -0.00444125 -0.00781573 0.00284448 0.00544379 0.00136199 0.00472221 0.00276957 -0.0152838 0.00468215 0.00598952 0.00562265 -0.016707
internal_weight=3246.35 1850.96 1395.39 1165.88 487.7 685.08 370.355 678.179 197.819 187.609 1031.44 669.191 470.716 300.588 170.129 80.2085 951.227 314.725 53.2178 46.0179 939.349 341.151 598.198 221.769 187.112 85.4424 261.507 333.2 329.007 81.4467
internal_count=13076 7429 5647 4675 1953 2754 1488 2722 794 753 4163 2686 1885 1204 681 324 3839 1266 214 185 3791 1379 2412 895 755 342 1052 1347 1330 326
is_linear=0
shrinkage=0.0193364
Tree=19
num_leaves=31
num_cat=0
split_feature=55 54 94 126 149 35 93 40 9 98 23 0 23 98 52 103 30 90 26 149 125 3 84 92 147 9 145 148 30 123
split_gain=80.6881 31.8493 17.3012 15.1183 14.0939 19.8215 13.688 13.5739 12.0289 10.6334 10.4908 10.4088 10.4013 10.353 10.0327 9.95512 12.669 11.8207 9.71338 10.9652 11.5224 9.60124 10.2385 9.43167 9.35791 9.21045 10.2438 9.69626 9.578 9.53755
threshold=1.635 1.385 16.050000000000004 0.61250000000000016 0.50196630607383896 6.3650000000000011 20.550000000000004 3.8550000000000004 1.9309523809523812 0.8973684210526317 3.6333333333333337 1481.9902439966261 3.1547619047619051 0.56832298136645976 2.9850000000000008 0.41350000000000003 0.551981471950592 0.073749999999999968 0.60183333333333344 0.59548780782927435 2.7750000000000004 1579.8486696064663 0.010192307692307601 0.57291666666666685 0.41302710676091753 1.9666666666666668 0.69775000000000009 0.30672192291753003 0.15165043290043287 1.4645000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 24 12 -1 23 18 -11 14 -10 -5 16 -14 -17 19 20 21 22 -3 -4 -2 27 -27 29 -28 -6
right_child=4 10 9 7 25 -7 -8 -9 13 11 -12 -13 15 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.019971292390808772 -0.011148038239416253 0.0015539277938052007 0.0029719797266331365 -0.000912220617363343 -0.0032967686379153558 -0.032275101473733185 0.0017794470486529417 -0.015480234125348356 0.030634881142078442 -0.019476862192119554 0.01044342300940896 0.012946720295521571 0.011145585881187218 -0.0135601254783292 -0.02007030048242606 -0.0066454936215910448 -0.02155165628685583 0.02679101557615637 0.014134870477860811 0.0068806631332510443 -0.018297073466938388 -0.005556795733743335 0.01304561430613688 0.017335975102634443 -0.0049234618585485687 -0.0043104120142003237 -0.031642668776367525 0.0066233050441609374 -0.0062200466028822475 0.0033817145044523675
leaf_weight=26.694695204496384 152.56572709977627 133.57126764953136 679.92332264780998 548.08861374855042 454.73799984157085 10.982576400041578 71.32949236035347 22.381577298045158 3.7203540802001944 14.446734294295313 150.4246149212122 4.9721053391695014 72.12856625020504 4.2314422279596329 10.411245480179785 34.722551465034485 4.7163567841053 4.4571496397256842 37.038543477654457 225.02041365206242 11.136366710066794 50.39902138710022 37.024429753422737 17.530798807740211 221.41874296963215 70.597931981086731 11.47977861762047 51.845253109931946 10.72301924228668 96.997885659337044
leaf_count=107 611 541 2744 2205 1823 44 286 90 15 58 613 20 291 17 42 140 19 18 150 916 45 204 150 71 887 283 46 208 43 389
internal_value=0.000134071 0.00239659 0.000805294 -0.00128666 -0.00397417 -0.00661563 -0.00598243 -0.00066676 -0.013753 0.00294015 0.00597206 -0.0111715 -0.000175075 0.0071153 -0.00126957 0.00509288 0.00913721 -0.00283828 0.00461087 0.00383902 0.00089027 0.00185767 0.00404849 0.00333319 -0.00746298 -0.00224329 -0.00791459 -0.0013712 -0.0193699 -0.00212255
internal_weight=3245.72 2093.04 1448.43 731.553 1152.68 456.297 445.314 696.906 34.6465 716.873 644.615 19.4188 674.524 7.9518 558.5 116.025 76.8449 39.1797 494.19 457.151 232.131 220.995 170.596 697.454 373.984 696.382 92.8007 603.581 22.2028 551.736
internal_count=13076 8456 5837 2944 4620 1828 1784 2805 139 2893 2619 78 2715 32 2247 468 310 158 2006 1856 940 895 691 2815 1498 2792 372 2420 89 2212
is_linear=0
shrinkage=0.0193364
Tree=20
num_leaves=31
num_cat=0
split_feature=56 86 149 54 95 42 126 29 85 55 90 49 97 3 16 89 86 122 23 38 36 18 55 38 51 90 49 8 86 136
split_gain=79.2819 35.8877 23.8613 13.6031 14.4752 14.7872 16.4469 12.9974 12.7884 12.0398 11.6656 10.9373 10.7536 10.1084 10.0891 12.3102 11.8054 11.6327 10.3002 9.94777 9.86442 12.2605 13.543 9.79963 10.2811 9.74279 9.72874 10.1685 9.69763 9.55735
threshold=1.8550000000000002 2.8520025031289116 0.4688957032352174 1.4850000000000001 -9.7499999999999964 4.7350000000000012 1.6835000000000002 0.41428571428571431 0.21680926916221033 2.0350000000000006 0.092916666666666606 2.0150000000000001 3.5000000000000004 1679.8281662133065 1.5000000000000002 0.33000000000000007 2.8360215053763445 0.6585000000000002 1.9285714285714288 0.20274143992975188 16.375000000000004 3.5000000000000004 1.9450000000000001 0.24571496932072509 1.1650000000000003 0.30791666666666667 1.0000000180025095e-35 2.4083333333333337 3.5577777777777784 3.8500000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 14 -7 19 9 13 -10 -2 29 26 15 17 18 -6 -17 -5 21 25 23 24 -23 -3 27 -4 -19 -1
right_child=3 20 8 7 5 6 -8 -9 10 -11 -12 -13 -14 -15 -16 16 -18 28 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.003097444051137033 0.016958444503798506 0.0017228578576508125 -0.00051742003607434521 -0.023502741415937344 -0.025447521646062468 -0.019941042437105757 0.0097870026491791249 0.0088060456352344312 -0.0062625820392289188 -0.00976943524405793 -0.027487104187107581 -0.0093601406373967702 -0.0024401045106543793 0.008014413573699886 0.009641192686356697 0.014685413533782185 0.0024719050369758143 0.0046054555535409887 -0.011200909752259611 0.0043572251431572128 -0.020847842702622826 0.014228411951050179 -0.023433570566436853 0.020576035043493684 -0.014805264854910112 0.027906810217310563 -0.0030239523931463266 0.0097398815089140053 0.022997927446991195 -0.01292087516048703
leaf_weight=15.238355994224547 6.6403438150882712 237.30997806787491 321.46434199810028 8.3489484339952487 4.7195522338151923 20.104937270283703 10.634772822260855 263.17820681631565 32.921760067343712 75.442599669098854 13.720182955265043 52.936472102999687 67.118176326155663 37.837350830435753 102.98263111710548 6.4483176022768012 103.35725745558739 437.59452351927757 52.534424960613251 11.233547255396841 5.97566995024681 12.406146645545961 3.7446178346872321 35.69984482228756 7.2049183249473563 5.4317107498645774 1086.3453073650599 40.708097696304321 10.985879644751547 161.04727081954479
leaf_count=61 27 956 1292 34 19 81 43 1074 132 302 55 214 269 152 417 26 419 1771 212 46 24 50 15 144 29 22 4360 164 45 645
internal_value=-0.000222637 -0.00236947 -0.00338567 0.00402421 0.00274796 0.00347734 -0.00965469 0.0076751 -0.00253176 -0.00223375 -0.0125087 -0.00642501 -0.00902804 -0.0018512 0.00403919 0.00310197 -0.0014668 0.00473828 -0.00836929 -0.00752038 0.00374471 0.00423206 0.0121336 0.0145438 0.00355838 0.00230938 -0.00210896 0.000635445 0.00505619 -0.0115359
internal_weight=3251.32 2159.62 1851.84 1091.7 808.939 749.362 30.7397 282.761 1608.44 1561.8 46.6419 59.5768 243.404 1486.36 718.623 615.64 162.34 453.3 58.9827 19.5825 307.773 301.797 59.0555 55.3109 19.6111 242.742 1448.52 362.172 448.58 176.286
internal_count=13100 8672 7432 4428 3274 3033 124 1154 6457 6270 187 241 975 5968 2909 2492 657 1835 238 80 1240 1216 238 223 79 978 5816 1456 1816 706
is_linear=0
shrinkage=0.0193364
Tree=21
num_leaves=31
num_cat=0
split_feature=55 86 54 86 55 110 149 26 143 110 40 138 4 126 95 99 85 23 126 145 105 23 107 38 98 18 127 92 133 133
split_gain=65.2887 32.3291 23.1907 22.77 19.3381 18.6226 17.9429 15.4484 14.9182 11.9435 13.9335 13.4515 13.7748 12.7129 12.3792 11.8217 11.7501 11.5717 10.7364 11.1194 13.5625 11.538 10.7264 10.3182 13.9435 11.0959 10.1075 9.62591 9.56326 9.55372
threshold=1.5050000000000001 2.8520025031289116 1.385 3.6120401337792649 2.0350000000000006 18.250000000000004 0.4688957032352174 0.51527777777777783 0.32850000000000007 7.4500000000000011 3.0550000000000002 3.5000000000000004 1652.6694716368809 1.5635000000000001 -6.7499999999999973 0.54195804195804198 0.24397849462365598 3.4142857142857146 0.68350000000000011 0.19135000000000002 0.81050000000000011 3.8452380952380958 0.95450000000000013 0.19509469876784688 0.7947368421052633 2.5000000000000004 2.3165000000000004 0.027083333333333303 0.89450000000000018 1.1180000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 5 23 27 -7 15 10 16 12 -11 -13 -15 -9 17 -8 -4 21 22 -20 28 24 -2 -26 -3 -1 -21 -12
right_child=1 26 18 -5 -6 7 9 8 -10 11 29 13 -14 14 -16 -17 -18 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.021200106710497602 -0.015424481021221285 0.0047562696131007226 -0.018005940504493362 0.01942690639368461 -0.010579312429109177 -0.0027168090272786569 -0.00071481577211789885 0.024929848879280826 -0.0034178273828404109 -0.0056540411098726937 -0.021207196771585141 0.0019576653990438803 0.026970333718323514 -0.0013866634382945905 0.013158384384274734 0.0073915954034556317 -0.015742304713400972 0.0078374207130583688 -0.00061200572179954851 -0.011967179093234933 0.014133747028222406 0.012313900806185399 -0.015422275657463114 -0.0035663003654625171 -0.0086791229098224388 0.016130709858641575 -0.018126254957533408 0.0026442136707830782 0.0072403683404867036 -0.0042270819324837236
leaf_weight=21.456333622336391 62.874975442886353 223.78008899092674 6.9111408591270438 24.212854504585266 140.31543934345245 139.10121503472328 353.69803039729595 18.64813819527626 36.830745309591293 74.796783342957497 19.348999947309494 173.1263188123703 5.1696530282497397 27.966608315706253 100.38017077744007 62.694371119141579 16.860499128699303 71.02966733276844 128.71211160719395 10.060373634099959 100.57273595035076 32.293931648135185 8.5830366611480695 1050.8302229344845 17.466306477785114 10.969950422644613 7.4536344707012168 8.9727139025926572 261.16461235284805 34.465907782316208
leaf_count=86 252 901 28 99 562 559 1425 75 148 302 78 698 21 113 406 252 68 287 523 41 410 132 35 4215 70 44 30 36 1065 139
internal_value=-0.000218333 -0.00272328 0.00277948 0.000922236 -0.00373574 -0.00304949 0.000428261 0.00165019 0.00679093 0.000934906 -0.00104523 0.00350677 -0.00354319 0.00537698 0.00998869 0.0114139 8.67433e-05 0.00071536 0.00593458 0.0062404 0.00804334 0.00198053 0.0058539 -0.00410817 -0.0103431 0.000890913 0.00401818 -0.0141679 0.00652758 -0.0103342
internal_weight=3250.75 1770.97 1479.78 931.485 1539.73 1399.42 907.272 257.274 118.173 876.843 495.403 381.44 79.9664 301.473 128.347 81.3425 441.588 424.728 548.298 541.387 380.381 161.006 279.808 1142.14 91.3112 28.4363 231.234 30.429 271.225 53.8149
internal_count=13100 7108 5992 3758 6177 5615 3659 1034 475 3537 1997 1540 323 1217 519 327 1780 1712 2234 2206 1551 655 1141 4581 366 114 931 122 1106 217
is_linear=0
shrinkage=0.0193364
Tree=22
num_leaves=31
num_cat=0
split_feature=55 86 149 55 112 86 124 93 115 4 0 14 1 91 42 106 17 52 96 108 90 145 149 17 149 122 94 36 28 95
split_gain=62.8014 31.0908 21.9232 18.6114 17.1057 16.3687 15.4257 17.2561 12.1175 12.4848 16.4506 12.1622 11.6735 13.6326 12.9264 10.9213 10.6415 10.611 11.0228 10.3942 10.3196 11.3128 10.2746 15.0284 10.2549 13.6754 10.06 11.6762 13.1662 10.0377
threshold=1.5050000000000001 2.8520025031289116 0.4688957032352174 2.0350000000000006 0.68150000000000011 3.5577777777777784 1.2250000000000003 19.050000000000004 1.2915000000000003 1585.5029484180056 1674.7681631136495 0.36666666666666675 1471.2862900680391 -1.0000000180025095e-35 2.9150000000000005 0.95450000000000013 1.5000000000000002 3.3450000000000002 5.5000000000000009 3.5000000000000004 -0.18291666666666662 0.25400000000000006 0.50196630607383896 2.5000000000000004 0.53851874003189804 1.1940000000000002 16.050000000000004 2.0150000000000001 4.0500000000000007 9.75
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 8 6 17 12 9 15 11 -11 19 16 -15 -2 -14 -4 -19 -8 21 -7 23 -10 25 -6 27 -9 -29 -3
right_child=1 29 5 -5 24 20 7 26 22 10 -12 -13 13 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.013311868562319902 -0.0052410515475776846 0.0053091138680502713 -0.0010661178408534345 -0.010378285887566263 0.012496134235792867 -0.013787664170214471 0.0085443297459145712 -0.015311585279092516 -0.0034266362968447561 0.028767126134006237 0.021380065747910633 -0.0027739440784444402 -0.0020867373544165759 0.00057294810975525078 0.0085659926067761065 -0.014987420538382552 -0.017515085503500939 0.016633806859385831 -0.0037734873472412911 -0.021544363706450107 0.022018072295548797 0.017310454082703146 0.0018146976191920985 -0.030817009752836667 0.0088499121601662394 -0.0055041366093730977 0.0095289498866005466 0.021436655870601819 -0.002296275932160489 -0.0079304344580497094
leaf_weight=31.187936410307884 742.11458115279675 207.29576534032822 427.72869020700455 140.26811780035496 20.667219370603561 8.0859498530626315 124.25306162238121 13.437860652804373 83.279201939702034 4.7355487048625937 12.693768501281737 128.64622308313847 107.85361096262932 266.09997092187405 105.70233023166656 45.635000199079514 19.780165821313858 26.703857272863388 15.714423030614851 4.4420329928398123 27.270121097564697 9.5168070048093778 220.80047199130058 8.2274026721715909 66.070218816399574 66.697752609848976 251.91124802827835 13.055875033140181 26.412606939673424 23.870983734726906
leaf_count=125 2975 835 1727 562 83 33 504 54 334 19 51 516 437 1077 429 183 80 109 64 18 112 39 887 33 266 268 1024 53 107 96
internal_value=-0.00021411 -0.00267055 0.00272697 -0.00366324 -0.00299018 0.00307249 0.00270477 0.00414403 -0.00374032 -0.00484302 0.00034869 -0.00165299 0.00231195 0.000973701 0.00284554 -0.0058058 -0.00447859 -0.000151181 0.00907278 0.00750482 0.0145685 0.00302255 -0.000442966 -0.00589099 0.00310169 -0.00124504 0.00791912 0.000252915 0.00555437 0.00394164
internal_weight=3250.16 1771 1479.16 1539.84 1399.57 1447.97 1403.1 932.949 1246.13 933.825 146.076 133.382 628.131 499.436 371.802 787.75 127.634 470.147 42.4183 128.695 44.8729 17.6028 312.307 91.5066 153.435 87.365 304.818 52.9063 39.4685 231.167
internal_count=13100 7108 5992 6177 5615 5867 5683 3783 4998 3744 586 535 2545 2023 1506 3158 517 1900 173 522 184 72 1254 367 617 351 1238 214 160 931
is_linear=0
shrinkage=0.0193364
Tree=23
num_leaves=31
num_cat=0
split_feature=55 86 54 86 55 110 149 45 35 138 126 2 95 110 101 40 107 126 12 141 6 3 95 105 92 9 142 105 49 24
split_gain=60.409 29.9006 21.9282 21.3921 17.9134 17.4652 16.5622 13.8125 12.4827 13.8021 12.1231 11.7188 11.576 13.9401 15.4069 12.8185 11.1282 10.2425 9.99 14.1747 10.8774 10.026 9.65463 9.43619 9.24637 9.0395 8.92154 12.2408 8.90536 9.30213
threshold=1.5050000000000001 2.8520025031289116 1.385 3.6120401337792649 2.0350000000000006 18.250000000000004 0.4688957032352174 1.1150000000000004 4.0950000000000006 2.5000000000000004 0.95000000000000007 280.07371924729529 -6.7499999999999973 7.3500000000000005 1.3650000000000002 3.0650000000000004 0.31850000000000006 0.68350000000000011 0.36666666666666675 1.3215000000000001 1473.3710276206391 1347.7780874754085 9.75 0.25850000000000006 0.027083333333333303 0.30952380952380959 0.86450000000000016 0.52850000000000008 3.8050000000000002 0.61250000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 5 8 24 12 28 16 -9 18 -8 15 -15 -14 -10 -4 19 23 -20 -22 -3 -7 -1 -6 -27 -28 -2 -30
right_child=1 22 17 -5 25 11 7 10 9 -11 -12 -13 13 14 -16 -17 -18 -19 20 -21 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.020513462052163738 -0.0023558797903625219 0.0052085313972401242 -0.017615919462422327 0.018856420428934893 -0.028677236536864489 -0.020096539204039608 -0.0053461709925528766 -0.017750661813656553 0.021984701278594181 -0.011755000028994414 0.018486038934273325 0.02144986788259234 6.2889684682079547e-05 -0.00057780360873033523 0.0082087494428109142 -0.012069414609953292 -0.0074065014698286129 0.0060456382288044544 0.03621680154937635 -0.032093651761522846 -0.023825430010179244 0.0048969560338694169 -0.0077736242221932896 -2.3235379792863362e-06 0.0028492336613638231 -0.010921579400271794 0.019322624696504084 -0.012157747239910697 -0.0096183800688334192 0.00085785555132176562
leaf_weight=21.476292312145237 825.3531416207552 207.21399646997452 6.923404097557067 24.07950846850872 9.2289775758981687 9.470784053206442 112.80871748924255 3.9701398760080364 8.7318188101053256 121.78037118911743 26.253397673368454 10.676464095711706 392.8725534081459 129.97579936683178 175.14343911409378 35.499258682131767 10.730289831757544 540.57427807152271 3.9793157428503028 5.9611227810382834 4.7357802838087073 109.95028099417686 23.881590083241463 112.45599780976772 8.9765418022871 112.52063050866127 9.2305970340967196 9.2339007407426816 134.4038487225771 41.454711377620697
leaf_count=86 3311 835 28 99 37 38 455 16 35 488 106 43 1584 524 709 143 43 2206 16 24 19 442 96 452 36 451 37 37 538 166
internal_value=-0.000209971 -0.00261891 0.0026754 0.00086956 -0.00359225 -0.0029321 0.000391894 0.000879016 -0.00395703 -0.00933849 0.0137228 0.00161978 0.000420215 0.00130716 0.00446569 -0.000942493 0.00577913 0.00574622 0.000760572 -0.00298844 0.00480134 0.00370975 0.00386663 -0.00156413 -0.0136257 -0.0101816 -0.00887726 0.0035776 -0.00319777 -0.00714859
internal_weight=3249.55 1770.99 1478.55 931.056 1539.9 1399.68 906.976 876.523 1142.45 141.242 30.2235 257.23 846.3 733.491 305.119 428.372 19.4621 547.498 246.553 127.888 118.665 114.686 231.096 121.927 30.4528 140.214 130.985 18.4645 1001.21 175.859
internal_count=13100 7108 5992 3758 6177 5615 3659 3537 4581 566 122 1034 3415 2960 1233 1727 78 2234 991 514 477 461 931 490 122 562 525 74 4015 704
is_linear=0
shrinkage=0.0193364
Tree=24
num_leaves=31
num_cat=0
split_feature=56 86 99 142 50 127 100 3 95 49 134 147 35 109 31 23 135 136 132 46 111 36 110 148 132 86 41 10 142 95
split_gain=68.9534 31.3475 20.5273 16.26 13.4846 12.4954 12.2867 13.6518 12.2691 14.3665 11.6908 12.7472 14.4317 12.1129 11.5134 11.3559 11.0996 11.0135 11.4402 15.8629 12.3599 16.1239 10.7096 10.909 10.4118 10.2325 10.2898 10.1972 12.7443 11.6575
threshold=1.8550000000000002 2.6023255813953496 0.66025641025641035 -1.3269999999999997 1.2350000000000001 1.0500000000000003 1.1000000000000003 1393.02387518405 -9.7499999999999964 2.0150000000000001 0.17650000000000002 0.48722211194918619 3.6850000000000005 2.5000000000000004 0.056710977701543708 3.5500000000000003 -0.51249999999999984 3.1500000000000008 1.5280000000000002 4.3250000000000011 20.250000000000004 2.3750000000000004 12.250000000000002 0.26335666023166027 2.7890000000000001 2.4301948051948057 1.655 1.1833333333333336 0.26450000000000007 7.4999999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 -8 9 -2 24 12 13 -12 -4 22 -6 -17 20 -20 -19 -22 23 -10 -7 26 -1 28 29 -18
right_child=8 3 14 4 16 10 7 -9 15 -11 11 -13 -14 -15 -16 17 27 18 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00076732147175331237 0.010229127618509998 -0.0098969397264056739 -0.020513653433682721 0.005309996487539429 -0.025293357986611174 0.0020514963067469363 0.020321447401867462 -0.0026707480657590914 0.0030742389262445806 -0.0091526649066537239 -0.005391182668382454 0.0084661993247348855 -0.017729436001089838 0.012100987400180058 -0.0050897613079260466 0.024569227980825142 0.012084827483803654 0.0049489611750117022 0.0071543909493548604 0.02496536355478703 0.011967610981992349 -0.035738546465718217 0.0066805379867021786 -0.0038700324412080152 0.026836552554907592 0.016059355331244626 -0.014711211200509501 -0.005165938824183868 0.033419943426524622 -0.013554767367742537
leaf_weight=26.879430919885635 19.579735085368156 38.009861946105957 18.468624293804169 319.34472864866257 7.4646724313497534 356.61281280219555 10.457898825407026 125.30215369164944 459.8817735761404 52.978204891085625 98.596381828188896 27.528425127267838 30.414960846304893 17.411304548382759 893.05345349013805 14.442831337451933 17.400750741362575 93.406738266348839 69.811268419027328 25.540866315364838 4.4061272889375669 6.628366693854332 239.18796506524086 103.63603627681732 6.4486707001924506 5.4874320775270453 75.077506467700005 68.745581090450287 5.9696421325206748 10.706047236919401
leaf_count=108 80 153 74 1286 30 1433 42 503 1869 214 396 111 122 70 3581 59 70 381 285 105 18 27 971 419 26 22 301 277 24 43
internal_value=-0.000205928 -0.00220688 -0.0034318 0.00222424 0.00329681 -0.00112947 -0.00476566 -0.00089874 0.0037599 -0.00392155 0.000517228 -0.00360436 -0.0058742 -0.0027651 -0.00540241 0.00430803 -0.00253209 0.00826336 0.00708395 0.0119265 0.00266208 -0.016687 0.00325228 0.00179702 0.00249213 -0.00965099 -0.0110358 -0.000878337 0.00776959 0.00231627
internal_weight=3248.88 2159.38 1691.74 467.641 429.631 780.217 243.204 135.76 1089.5 72.5579 537.013 173.951 146.423 116.008 911.522 1016.94 110.287 214.236 199.793 95.3521 104.441 11.0345 802.706 563.518 363.061 107.444 101.957 102.822 34.0764 28.1068
internal_count=13100 8672 6789 1883 1730 3134 976 545 4428 294 2158 699 588 466 3655 4134 444 875 816 390 426 45 3259 2288 1459 431 409 414 137 113
is_linear=0
shrinkage=0.0193364
Tree=25
num_leaves=31
num_cat=0
split_feature=55 56 94 126 149 102 103 145 105 104 93 143 46 56 120 114 126 149 93 1 127 132 78 131 116 7 131 85 36 105
split_gain=73.95 42.9451 17.148 14.2579 11.3297 10.5479 10.3886 16.8159 9.83135 13.3657 11.554 10.463 9.73568 9.45313 10.2689 9.29918 9.92192 12.3472 9.47133 8.92735 9.90434 8.74737 8.86259 9.92193 13.027 8.55138 11.7688 12.8702 8.51173 10.241
threshold=1.7550000000000001 2.1850000000000005 16.050000000000004 0.61250000000000016 0.53433908520280893 0.43550000000000005 1.5835000000000001 0.28035000000000004 0.41450000000000004 0.18050000000000002 15.900000000000002 1.4750000000000003 3.5550000000000002 2.1950000000000007 1.2930000000000004 1.5500000000000003 2.3875000000000006 0.5925374552595738 15.900000000000002 1533.6993990440303 1.6835000000000002 2.3875000000000006 3.077380952380953 2.2680000000000002 0.41650000000000004 6.7307389176593242 1.8945000000000001 -0.021724137931034445 6.3250000000000011 0.35050000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 7 -4 9 -2 -11 -10 -8 -3 21 -5 17 -17 -19 20 -9 22 23 24 -15 26 27 -6 -7 -30
right_child=4 13 5 15 25 28 12 19 11 10 -12 -13 -14 14 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.011163216242264268 -0.0054660261945052016 0.024249831358745165 -0.015966801342352312 -0.0016990183082402825 -0.011368651236243241 0.0031038647312835832 0.02217461681342122 0.013270334769751474 -0.0034555141672447378 -0.020167891952322978 -0.0089501430236479905 -0.027443967094144307 -0.0073693867777079973 0.0075416079153135937 0.0086026044600753301 0.0012051849945380372 -0.018873306659380709 0.019983550209799188 0.0006246735174898245 -0.01683706644887268 -0.0086184899465825381 -0.023247730141335455 0.026177956316797989 -0.017076850438581034 -0.021541639934923841 -0.0053850204885842207 -0.021575366697879645 0.013210389046104429 -0.023177223960225302 -0.00088309972979193547
leaf_weight=52.387032836675644 160.06953254342079 12.224555164575575 39.055863246321678 841.0066851079464 9.9771180450916273 955.198555752635 9.9216962009668368 22.850353419780731 245.60279378294945 58.896709948778152 82.384378716349602 6.9890854805707923 7.1867090016603461 44.250985354185104 285.48216764628887 142.71325188875198 7.4344372153282157 26.925370559096336 14.566262751817701 7.9654140621423712 11.672981381416319 5.3939159810543051 5.3607505261898032 10.269352152943609 6.6157216578721991 58.118946477770805 5.495152920484542 39.419281646609306 9.4261603951454145 42.123667001724243
leaf_count=210 641 50 157 3382 40 3857 40 92 984 236 330 28 29 181 1172 575 30 109 59 32 47 22 22 42 27 233 22 158 38 170
internal_value=-6.08413e-05 0.00143321 0.000404436 -0.00132238 -0.00579566 0.00209948 -0.00393419 -0.00680868 -0.00693398 -0.00929254 -0.0136273 -0.00411985 0.00976222 0.00753009 0.00695778 -0.000823061 0.00302076 0.00390503 0.0131892 0.00160897 0.00586773 0.000425291 0.00234746 0.000255614 0.00375678 -0.00021551 0.00525702 0.00824441 0.00269079 -0.00496202
internal_weight=3226.98 2560.03 2190.43 1085.03 666.953 1105.4 98.653 81.5446 553.943 301.351 141.281 252.592 17.1084 369.597 357.373 1032.65 191.639 184.205 41.4916 42.4887 34.5233 71.8907 66.4968 61.1361 50.8667 113.01 54.8916 49.3964 1006.75 51.5498
internal_count=13015 10343 8827 4365 2672 4462 397 328 2219 1207 566 1012 69 1516 1466 4155 773 743 168 171 139 294 272 250 208 453 220 198 4065 208
is_linear=0
shrinkage=0.0193364
Tree=26
num_leaves=31
num_cat=0
split_feature=55 56 86 94 98 144 121 121 105 30 86 120 23 46 121 8 6 145 3 56 79 99 145 111 135 7 79 28 79 42
split_gain=71.1249 41.3648 17.672 14.7928 11.9821 10.0561 9.76461 10.2381 12.3504 10.5161 11.6079 9.45334 10.3491 12.1224 11.7017 9.1714 8.87801 8.87594 9.35291 8.78954 9.82729 8.64794 8.53398 18.7677 12.2833 12.1551 11.63 10.3989 9.27776 8.38004
threshold=1.7550000000000001 2.1850000000000005 3.3454907161803717 16.050000000000004 0.63397129186602885 -0.014549999999999999 2.4720000000000004 1.2930000000000004 0.43250000000000005 0.20295303476081508 2.4301948051948057 0.61250000000000016 3.8166666666666669 3.0350000000000006 2.1835000000000004 0.30952380952380959 1486.5213430263677 0.93785000000000007 1493.0737436487054 2.1950000000000007 2.7620286953620292 0.68990384615384626 0.44135000000000008 2.1500000000000008 0.27100000000000007 -5.646367233042155 3.2489714609078679 3.8660714285714293 2.7126657965823902 5.0550000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 17 21 -6 14 -14 -13 -3 -4 -2 -19 -17 -21 -11 23 28 -25 27 -27 -24 -7 -18
right_child=6 15 16 4 11 22 -8 -9 -10 10 -12 12 13 -15 -16 19 29 18 -20 20 -22 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=0.021931489905466079 -0.01306951052366268 -0.021065533988505868 -0.0063170581775994217 0.0037358982023674592 -0.013297542777315921 0.0060686841518705651 -0.027633659995761613 -0.0021299563341908973 -0.0035514999348946331 0.006980586433299304 0.01849067913197721 -0.00030815371703769173 0.018053054807602439 0.0014524776409081755 -0.014895754636546691 0.023869846381849608 0.012266948872459455 0.016760520475117707 -0.01260115984771534 -0.0058817108217450349 0.0079605829428058897 -0.015350401062483462 0.01164066760263169 -0.0093342520064170157 0.0017124183195662869 -0.0028783767536502292 0.0094845833342976655 0.00012017130044595265 -0.0019737349358721298 -0.00452317882888851
leaf_weight=6.7123992145061484 185.19847640395164 4.1815630942583075 14.24541115760803 510.07161384820938 20.428402692079544 68.041294425725937 7.4903641343116751 228.92756383121014 192.64057338237762 10.483302816748621 8.9861931353807432 422.28828695416451 24.045882031321526 52.05708871781826 21.60947097837925 12.179511979222296 83.556071519851685 7.9819234609603908 8.239448204636572 20.34345768392086 332.44168816506863 16.976395979523659 55.226583287119865 206.1612788438797 46.030336275696754 299.94877529144287 31.426421195268631 62.404447391629219 253.17457248270512 12.812903061509131
leaf_count=27 742 17 58 2060 82 273 30 917 772 42 36 1701 97 211 87 50 342 32 33 83 1366 68 222 828 185 1205 127 251 1019 52
internal_value=-5.96496e-05 0.00140589 0.000396667 -3.89039e-06 0.00161023 -0.00165158 -0.00568386 -0.00543431 -0.0071913 -0.0101387 -0.000579333 -0.000395953 0.000110883 0.00669895 -0.00101853 0.00739369 0.00792763 -0.0118682 0.00184402 0.0077201 0.00716217 -0.00682346 -0.00180654 -0.0033698 -0.0073178 0.000189732 -0.00170568 0.00552955 -0.00026995 0.010034
internal_weight=3226.31 2559.39 2190.24 2079.63 1050.5 1029.13 666.924 659.434 430.506 237.866 36.4459 540.429 520.001 76.103 443.898 369.146 110.614 201.42 16.2214 364.965 352.785 27.4597 1022.41 573.407 252.192 449.006 331.375 117.631 321.216 96.369
internal_count=13015 10343 8827 8375 4238 4137 2672 2642 1725 953 146 2178 2096 308 1788 1516 452 807 65 1499 1449 110 4110 2305 1013 1805 1332 473 1292 394
is_linear=0
shrinkage=0.0193364
Tree=27
num_leaves=31
num_cat=0
split_feature=56 149 86 0 56 40 95 56 4 86 29 27 85 4 123 29 3 123 23 136 123 20 145 149 126 56 142 0 137 135
split_gain=67.5334 27.1315 18.622 18.5032 16.4577 15.9554 16.0572 15.825 13.9422 13.5238 11.9225 11.5897 11.1979 11.1451 10.777 12.0038 12.9295 11.7199 10.5135 10.141 11.946 10.024 9.92695 9.47279 12.1822 9.36047 9.64652 8.88872 12.9227 10.3914
threshold=1.8650000000000004 0.53851874003189804 2.9436507936507943 1569.2838807349892 2.1850000000000005 3.5250000000000004 4.3499999999999988 1.5650000000000002 1677.8241879837392 3.2921747967479678 3.0500000000000003 0.5926785714285715 0.20660256410256403 1390.7168185382104 1.5940000000000003 7.2678571428571432 1531.0743953128901 0.83750000000000002 2.0833333333333335 9.7500000000000018 1.7435000000000003 1.5000000000000002 0.17485000000000003 0.55463384271978033 1.2680000000000002 1.6950000000000001 -0.55099999999999993 1603.7379844907912 8.0500000000000025 0.45350000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 8 6 -3 10 9 14 27 -10 -12 -8 15 16 18 -18 -2 23 -21 25 -7 24 -15 -4 -27 28 29 -1
right_child=4 5 3 -5 -6 22 13 -9 11 -11 12 -13 -14 19 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
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leaf_weight=69.628682896494865 39.341313660144806 519.89353881776333 50.208220064640045 23.210680529475212 368.69429209828377 20.893665105104446 16.162465572357178 592.67839428782463 26.487588942050934 51.662600323557854 496.94045047461987 7.388079732656478 19.974619835615158 24.917008996009827 224.39166009426117 8.3879726827144605 10.900300011038778 147.1514328867197 165.59348911046982 61.696406066417694 9.9537307918071729 3.7243402898311606 73.175476759672165 78.809552878141403 14.396450400352476 4.1955825388431576 13.777533158659933 26.196535646915436 50.162506729364395 4.9939057528972617
leaf_count=279 159 2094 202 94 1516 84 65 2378 108 212 1992 30 80 100 907 34 44 596 670 248 40 15 294 317 58 17 56 105 201 20
internal_value=-5.84778e-05 -0.00200222 -0.0036815 0.00456831 0.00396889 0.00077439 0.00174553 -0.00430404 0.00218791 0.00155505 -0.00634494 0.0142801 -0.00494848 -0.00282396 0.000731975 0.00275358 0.00222483 -0.00193045 0.00542973 -0.00413699 -0.00987612 -0.000276699 -0.00671811 -0.000655171 0.00709685 -0.00196542 0.010007 -0.0111254 -0.0132751 -0.00817153
internal_weight=3225.59 2175.59 1355.69 95.1164 1050 819.898 725.829 1260.58 681.304 647.429 667.897 33.8757 516.915 205.936 595.766 371.375 362.987 158.052 204.935 189.773 71.6501 71.9057 94.0691 118.123 39.3135 68.1813 17.9731 150.982 124.785 74.6226
internal_count=13015 8739 5439 384 4276 3300 2922 5055 2760 2622 2677 138 2072 828 2410 1503 1469 640 829 763 288 290 378 475 158 275 73 605 500 299
is_linear=0
shrinkage=0.0193364
Tree=28
num_leaves=31
num_cat=0
split_feature=56 149 56 54 96 34 142 28 0 137 103 149 85 10 86 36 4 2 27 91 0 1 80 135 2 30 98 93 38 48
split_gain=65.0442 24.1643 22.5554 16.3681 15.047 14.9645 13.7432 14.7065 13.7352 13.2167 13.0801 12.4455 14.8404 12.3832 11.8793 11.875 11.7659 11.645 14.9283 11.5432 11.4133 11.1918 10.5048 10.3747 10.7497 10.343 10.2157 10.1594 10.1549 10.0216
threshold=1.9450000000000001 0.53851874003189804 1.6050000000000002 1.4550000000000003 4.5000000000000009 3.0650000000000004 0.38650000000000007 2.4722222222222228 1595.8751457868643 4.1500000000000012 2.0620000000000007 0.59548780782927435 -0.046602564102564088 2.4476190476190482 2.8976975405546841 6.245000000000001 1390.7168185382104 -54.300076162572502 0.51292857142857151 0.34708333333333335 1721.7245223062002 1659.5459054108464 0.084468226489000764 0.29450000000000004 -306.60504032466275 0.082606717719311509 0.4494949494949495 8.5500000000000025 0.26622444576915122 1.425
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 13 7 -4 25 -6 -1 12 14 15 -11 -3 -17 18 -8 21 -18 -7 -19 27 -25 -2 -14 -23 -13 -9
right_child=3 5 6 -5 9 19 17 29 -10 11 -12 28 26 -15 -16 16 20 22 -20 -21 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.005640101205902877 -0.015341203586382095 0.0019340624627031927 -0.020827117077209394 0.0081355523652241468 0.018163643363862492 -0.010321745829708299 -0.011740780461846964 0.023503707668531701 -0.010205846393572807 -0.028707814425542263 0.013412185355648223 0.017062778101420185 -0.016126313730500733 0.010048034224991341 0.0052852947537024185 0.012115126239784037 -0.010908129449445548 0.003535930719501458 0.0049193992543766401 0.0260416035402222 0.0043922144041370339 -0.025642989590601108 0.015410320312508313 -0.011503660565314183 0.025956730000496989 0.0023476691211113481 0.0064363686056912086 0.0025064443740724241 -0.0061973134280254062 -0.0022704491517224622
leaf_weight=821.73987686634064 12.888622820377348 668.66136854887009 15.958645448088644 307.00434872508049 33.039713501930237 87.27662293612957 35.589158892631531 5.731231063604354 41.657430127263069 10.353405535221102 13.692778229713438 38.12828004360199 8.3785630911588651 60.353484079241753 6.1070605665445319 13.428018584847448 74.662014663219452 98.849324747920036 46.219747066497803 4.2022706568241111 24.108991205692291 6.7284738272428539 38.793249204754829 3.9858682602643958 10.14448234438896 298.72198793292046 71.468670904636383 16.638985306024551 8.5951197594404203 341.73503126204014
leaf_count=3294 52 2694 64 1263 135 351 143 23 169 42 55 156 34 244 25 54 300 398 186 17 97 27 156 16 41 1213 291 67 35 1373
internal_value=-5.73244e-05 -0.00168234 -0.00329093 0.00458347 0.00252321 0.000669172 -0.000371506 -0.00267882 0.00022147 0.00714102 -0.00532772 0.00459409 0.000620557 0.00160955 -0.0160945 0.000957224 -0.00486377 0.00344929 -0.00232783 -0.00546366 -0.00717294 -0.00652586 0.0068833 0.00230791 0.0153861 0.0016157 0.00406755 -0.00559953 0.0127827 -0.00184493
internal_weight=3224.84 2388.5 1418.31 836.343 529.339 970.191 582.876 363.425 353.268 176.071 835.433 143.031 96.3077 841.214 16.4605 780.86 112.199 219.451 81.8089 128.977 98.771 124.774 137.643 37.4978 14.1304 311.611 79.8472 23.3675 46.7234 347.466
internal_count=13015 9600 5692 3415 2152 3908 2343 1460 1434 718 3349 583 392 3389 67 3145 451 883 329 519 397 502 554 151 57 1265 325 94 191 1396
is_linear=0
shrinkage=0.0193364
Tree=29
num_leaves=31
num_cat=0
split_feature=55 149 55 86 93 2 36 26 29 38 103 3 141 132 149 3 4 9 99 86 105 110 143 36 105 104 111 93 125 136
split_gain=64.1092 20.2344 21.2708 19.2283 15.696 13.24 13.144 13.2218 12.3489 11.7468 11.6536 11.4768 10.3848 12.5897 10.1788 10.0391 10.0269 9.75816 9.47224 10.8635 9.46619 9.38689 9.21159 9.14809 8.98495 12.7675 11.3363 11.1093 10.5904 11.4785
threshold=1.7550000000000001 0.56088892520119293 1.3550000000000002 3.5941176470588241 11.400000000000002 127.68918739208949 6.4750000000000005 0.43788888888888883 2.8944444444444448 0.29391531011779387 1.6835000000000002 1399.6332569220237 1.5345000000000002 3.2930000000000006 0.53433908520280893 1663.9064342401246 1677.8241879837392 0.48333333333333339 0.69782608695652182 2.89417693169093 1.7865000000000002 21.650000000000002 -0.27149999999999996 2.0250000000000004 0.41450000000000004 0.18050000000000002 14.950000000000001 15.900000000000002 1.3665 11.050000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 5 -1 7 -6 22 16 17 -11 13 20 24 -13 -4 -9 19 21 -3 -8 -7 -18 25 -2 28 -27 -26 -30
right_child=14 2 9 -5 6 8 18 10 -10 11 -12 15 -14 -15 -16 -17 23 -19 -20 -21 -22 -23 -24 -25 26 27 -28 -29 29 -31
leaf_value=-0.004526210872826464 -0.00499029866628075 0.0052927375584971561 0.0010515493261233819 0.017498317109963871 -0.0048704474215207905 -0.027314530229650226 -0.011657629881048725 0.010086804836158415 0.012321391985898733 0.021696943029183974 0.0099740039285634383 -0.016641996987942838 0.01457895658925192 -0.01479508135071987 -0.00010674072585627484 0.016023851375744438 6.6694059874809194e-05 0.00098141411460888305 -0.018170677571448732 0.026467580597137622 0.025054759778015339 0.020859920786060415 0.011354246948309664 0.024131752583787386 -0.01160834696450249 -0.019386559641866929 0.00094250298794419781 -0.0083829603839587243 -0.0059670563370343311 0.013811434139207256
leaf_weight=419.58840242028236 160.00940874218941 459.81517946720123 630.15983451902866 22.28810741007328 104.16283182799816 5.9832163453102112 20.43878002464772 47.638738140463829 33.349085345864296 3.9788068979978553 70.41152660548687 31.050218924880028 48.524900257587433 11.49613308906555 113.00484855473042 3.9626030325889579 10.383893325924875 577.05633147060871 21.925882890820503 4.448335886001586 9.2432069480419141 3.9583196192979804 3.7388584762811643 13.705774232745169 86.621421530842781 58.835993990302086 108.30713699758053 82.362575978040695 42.932494327425957 14.732462674379347
leaf_count=1685 641 1882 2548 92 419 24 82 192 134 16 285 125 199 47 453 16 42 2324 88 18 38 16 15 56 347 236 434 330 172 59
internal_value=-5.61844e-05 0.00133612 0.00313364 -0.000309667 -0.000612111 -0.00347811 0.000947742 0.00155382 0.00673055 0.000905145 0.0025166 -0.00940463 0.00605346 0.00519237 -0.00539594 -0.0129423 0.00151971 0.00167592 -0.00859193 -0.00130786 0.00568246 -0.00637742 -0.0124396 0.0137621 -0.00647511 -0.00873069 -0.00378514 -0.0129688 -0.00733418 -0.000912546
internal_weight=3224.12 2557.31 1222.32 1334.99 1312.7 462.66 850.041 799.269 43.0712 693.241 695.107 38.9916 529.079 480.555 666.806 35.0128 654.25 624.695 50.7713 28.8454 469.058 24.3971 9.72207 24.0897 553.801 301.208 252.594 141.199 144.286 57.665
internal_count=13015 10343 4969 5374 5282 1858 3424 3220 173 2803 2801 157 2166 1967 2672 141 2646 2516 204 116 1920 98 39 98 2219 1207 1012 566 578 231
is_linear=0
shrinkage=0.0193364
Tree=30
num_leaves=31
num_cat=0
split_feature=55 149 86 86 54 134 99 20 9 24 106 4 85 149 7 39 141 143 94 110 103 0 3 137 19 144 5 110 93 143
split_gain=38.7408 19.7256 18.5434 16.5699 12.8997 12.6382 18.2895 16.1715 13.0135 12.8502 12.9146 12.6981 11.8706 11.4427 12.97 15.0382 13.8745 11.4266 10.3943 12.1724 10.0526 10.0184 11.0456 9.98265 13.5176 9.96739 9.70062 9.45511 9.41892 10.1541
threshold=1.5050000000000001 0.48150423393478953 2.864250614250615 3.4246212121212127 1.385 0.16900000000000004 0.63961038961038974 1.5000000000000002 0.30952380952380959 0.61250000000000016 0.76350000000000018 1668.7432866572144 0.28714285714285709 0.50351689060415483 -15.661928805158366 0.15459629597270949 0.30250000000000005 1.7475000000000003 17.550000000000004 7.6500000000000012 1.5215000000000003 1441.0681728141983 1440.5800493039467 6.7500000000000009 1.0000000180025095e-35 -0.0026499999999999996 1540.1750903124619 16.650000000000002 22.050000000000004 0.25100000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 6 13 8 -7 -8 -11 28 -3 25 16 27 -15 21 19 -5 -18 23 -23 -6 -25 -2 -24 -16 29 -9
right_child=2 3 -4 18 17 7 9 11 -10 10 -12 -13 -14 14 15 -17 20 -19 -20 -21 -22 22 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0087849250221082864 0.018986513462801644 0.0014153772225274327 0.0034839798056910056 0.01066372621391227 -0.012447279499088261 -0.02733033979714106 -0.0048824013084529721 -0.0066502653021327457 -0.0065923681521849733 0.0051682745848995381 -0.0076134463253006148 -0.021232376654363262 -0.014630464451017268 -0.0070951131320368989 -0.014717839590723829 0.0084780319521697289 0.020879731737117792 0.016829081910946609 0.020627962276895447 -0.016895555162015019 -0.011953277705975282 0.01509369891740865 0.0034512525431504202 -0.0089843304787333971 0.010099311377733605 -0.0043896963823363408 0.014725096184829553 0.0056423003413980551 0.010983089161002619 0.0064879501410902369
leaf_weight=54.853288054466248 7.229782670736312 817.93812127411366 227.31933948397636 33.291331127285957 23.732006207108498 11.718137159943579 482.41454973816872 51.06438572704792 326.92017640173435 106.91480755805969 40.842969059944153 9.2201561480760557 17.605477318167686 62.233614221215248 18.715825334191322 185.94867579638958 13.195750817656519 28.771918877959251 30.619473546743393 7.3028345704078665 4.7334323376417151 40.724325031042099 320.34400860965252 23.161530435085297 34.608376771211624 119.16156041622162 31.328726142644882 15.657290220260618 33.815389081835747 38.629047483205795
leaf_count=220 29 3304 917 137 97 47 1934 205 1311 429 164 37 71 250 75 747 53 118 127 30 19 167 1313 95 142 478 129 63 136 155
internal_value=0.000268229 0.00259069 -0.00166868 0.00303347 0.00254976 -0.00243506 -0.00126083 -0.00506817 -0.00731041 -0.00335424 0.00163473 0.000652251 0.00107716 0.00182943 0.00388271 0.00630596 -0.00277678 0.0049974 0.012122 0.00570354 0.0122081 0.00427883 0.00556016 -0.00188957 0.0024472 -0.00305163 0.00445587 -0.00544251 0.00228696 -0.00099132
internal_weight=3220.02 1464.28 1755.73 1409.43 1338.21 1528.42 1057.05 471.367 338.638 630.172 147.758 132.729 835.544 426.876 300.485 220.322 80.1628 502.671 71.2136 40.5942 17.9292 473.899 392.397 81.5019 57.7699 126.391 351.673 34.3731 123.509 89.6934
internal_count=12999 5950 7049 5730 5436 6132 4241 1891 1358 2527 593 533 3375 1714 1207 885 322 2061 294 167 72 1943 1609 334 237 507 1442 138 496 360
is_linear=0
shrinkage=0.0193364
Tree=31
num_leaves=31
num_cat=0
split_feature=56 86 6 142 44 34 34 123 94 151 48 6 11 90 134 150 123 20 137 105 115 123 148 37 114 145 34 56 56 11
split_gain=55.4888 18.2393 12.8654 11.6562 11.8608 13.6779 16.8304 11.5734 11.5262 16.8846 15.8444 14.6413 13.9751 15.4101 13.6687 11.9854 11.0205 11.005 11.395 10.8956 13.2131 10.7881 10.5157 10.5051 13.4829 10.4994 12.1245 10.6443 10.58 10.2182
threshold=1.8550000000000002 3.1084018801410109 1502.2839448389402 -2.5164999999999993 11.025000000000002 2.8150000000000004 2.4450000000000007 1.8920000000000001 16.050000000000004 0.97700000000000009 4.29 1497.6929623435155 1.1833333333333336 0.37125000000000002 -0.56149999999999989 0.67433880603523477 1.6200000000000003 2.5000000000000004 4.8500000000000005 1.0835000000000001 0.63350000000000006 0.45250000000000007 0.28102765672619562 0.63155718981577003 1.6335000000000004 0.17285000000000003 6.6650000000000009 2.3650000000000007 1.885 2.6214285714285719
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 5 6 22 -6 10 -10 12 -11 15 21 19 17 -17 18 -1 20 -13 -14 -5 -16 -25 28 27 29 -4 -27
right_child=2 -3 25 4 7 -7 -8 -9 9 11 -12 14 13 -15 23 16 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.013063280614709691 0.024284737827374885 0.005094193138866652 0.029565239883347364 0.0027366338808843364 -0.0029972427912265472 -0.0099747896810274822 0.017101608493318734 -0.025864605540529311 0.010901018362751624 0.002851427415772195 -0.036892659794169731 -0.014786022502259541 -0.023223084671092149 0.032626739051953763 -0.0028684457283874964 -0.0080383266247187352 0.021779134714524879 0.004980094440161017 -0.0054087228361416459 -0.012701119951915751 0.018852540278974702 -0.0012555766887889475 -0.013124999141896314 -0.024243547454602356 0.0025972066606111959 0.0060535856547145562 -0.018287803908989701 0.012874064425972503 -0.0042186159327871897 -0.019052292199409473
leaf_weight=92.549981623888016 8.2853284180164319 144.66449883580208 3.7002825438976279 355.92241501808167 40.528608754277229 31.982325106859207 29.9717648178339 10.397409722208975 47.245872899889946 255.75991898775101 5.2226525098085395 5.2285429090261486 8.4675357639789564 4.9683718979358664 494.9700498431921 7.9270448982715633 11.143376827239988 30.435280427336693 339.5578571408987 7.4566550105810157 26.344671785831451 630.84431505203247 16.340770214796066 19.439895913004879 10.925726369023321 417.53899365663528 7.1848117858171454 94.262851282954216 53.893510043621063 6.1463180631399146
leaf_count=371 34 587 15 1452 164 130 122 42 190 1028 21 21 34 20 1989 32 45 122 1361 30 106 2531 66 78 44 1700 29 390 220 25
internal_value=0.000263137 -0.00153574 0.00384563 0.0015479 0.00115932 0.00219483 0.00316267 -0.0076685 -0.0020157 -0.000338694 -0.00330162 -0.000986299 -0.00314564 -0.00128295 -0.00272558 -0.00563733 0.00938303 -0.00625679 -0.00704841 0.00831374 0.0132793 -0.00154674 0.00204012 -0.0035459 -0.0145853 0.00579115 0.00665073 0.00699689 -0.00204547 0.0056891
internal_weight=3219.31 2143.15 1076.16 493.429 485.143 434.217 402.235 50.926 1998.49 867.371 1131.12 820.125 1125.89 644.28 564.366 481.614 19.0704 462.543 432.108 39.0299 31.5732 639.312 372.263 525.336 30.3656 582.727 525.133 517.948 57.5938 423.685
internal_count=12999 8610 4389 2010 1976 1770 1640 206 8023 3486 4537 3296 4516 2585 2268 1931 77 1854 1732 157 127 2565 1518 2111 122 2379 2144 2115 235 1725
is_linear=0
shrinkage=0.0193364
Tree=32
num_leaves=31
num_cat=0
split_feature=56 99 40 149 146 6 142 40 123 51 132 105 133 56 145 95 98 52 3 130 121 79 8 145 34 56 56 11 121 56
split_gain=53.3894 13.6203 13.6601 14.2218 13.5046 12.3927 11.2585 11.0561 11.3793 10.5278 11.7032 10.4679 12.6244 18.9297 13.2525 10.4669 19.0876 10.747 10.4335 12.0267 10.4012 10.299 10.1687 10.1128 11.6583 10.2914 10.2037 9.81834 9.56429 9.53895
threshold=1.8550000000000002 0.63961038961038974 4.0050000000000008 0.53574674286046664 0.0011500000000000002 1502.2839448389402 -2.5164999999999993 3.2650000000000001 2.3245000000000005 1.2350000000000001 1.7320000000000002 0.19450000000000003 1.1550000000000002 1.4850000000000001 0.23355000000000004 8.25 0.52506265664160412 3.9250000000000003 1473.3727868189046 1.1835000000000002 2.6835000000000004 2.5152597294757348 1.3785714285714288 0.17285000000000003 6.6650000000000009 2.3650000000000007 1.885 2.6214285714285719 0.41450000000000004 1.9350000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 15 29 -6 -11 12 13 -1 -15 21 -17 -18 19 -4 28 22 -8 26 25 27 -7 -25 -3 -9
right_child=5 20 18 4 9 23 7 8 -10 10 -12 -13 -14 14 -16 16 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.029054344332175068 0.023907494901109466 -0.014540766158676915 -0.023717384267724007 0.005626700584808267 -0.0080215748208743495 0.029096575491425077 0.0092153184797623584 0.012764800748207952 -0.032444873201218818 0.025849724575640262 -0.01397879494499242 0.00033140024356757245 -0.0014090147737056665 0.028475081406010603 -0.010716320637547695 -0.022706161849880419 -0.0021433866395451696 0.029391036113387024 -0.00045798020242603414 -0.0015432592275145605 -0.020030283480297572 0.0034774944964878337 -0.030967784069302205 0.005941107212474493 -0.017906224399418705 0.012655306036174763 -0.0041347123543110818 -0.018641028445499357 -0.0023771563936922525 -0.012576971366121684
leaf_weight=19.20144721865654 8.2536932975053769 24.656093642115593 22.432669430971146 300.08403731882572 51.326711609959602 3.6873641908168784 3.7099785953760129 8.4268855899572426 6.6361106634140006 7.9235077053308469 4.2259536534547806 345.15792652964592 60.545551910996437 4.2367044538259533 13.481164038181303 17.479901283979416 31.299649000167847 4.6358319520950309 39.337588354945183 15.447885259985922 12.957359805703161 390.1581211835146 6.4277509599924088 417.22060360014439 7.1959954351186743 94.040303766727448 53.923668041825294 6.1603898704051963 1222.0652002692223 16.266200721263885
leaf_count=77 34 99 90 1210 207 15 15 34 27 32 17 1386 243 17 54 71 127 19 158 62 52 1591 26 1700 29 390 220 25 4906 66
internal_value=0.000258142 -0.00150609 0.000334631 0.00107886 0.00391264 0.00377357 0.00151845 0.00113718 -0.00997155 -0.00418968 0.011992 -0.00124864 -0.00684446 -0.0157559 -0.00133809 0.00190444 -0.0061349 0.00192584 -0.00743436 -0.014677 -0.002797 0.00297738 -0.0162595 0.00568412 0.00652863 0.00686868 -0.00200519 0.00558315 -0.0026178 -0.00392606
internal_weight=3218.6 2143.08 883.401 806.183 363.56 1075.52 493.294 485.04 31.3292 63.4762 12.1495 442.623 97.4649 36.9193 17.7179 453.711 53.4154 35.9355 77.2181 37.8806 1259.68 400.296 10.1377 582.228 524.617 517.421 57.611 423.381 1246.72 24.6931
internal_count=12999 8610 3553 3243 1466 4389 2010 1976 127 256 49 1777 391 148 71 1849 217 146 310 152 5057 1632 41 2379 2144 2115 235 1725 5005 100
is_linear=0
shrinkage=0.0193364
Tree=33
num_leaves=31
num_cat=0
split_feature=55 86 114 99 93 97 111 85 27 149 7 86 86 86 132 104 27 149 93 79 115 7 49 125 137 95 102 86 124 8
split_gain=35.252 24.8488 17.0486 14.6873 13.2744 12.9453 14.0444 12.6241 11.8639 11.7623 12.8945 10.9066 13.4576 12.6885 12.6608 14.3315 12.5425 12.8068 11.5323 10.8586 10.0513 10.3787 11.0995 11.7371 9.70067 9.48261 15.9901 10.1597 9.37868 14.1836
threshold=1.7450000000000003 3.4246212121212127 1.5500000000000003 0.69397993311036799 20.550000000000004 1.5000000000000002 1.5500000000000003 0.44602870813397127 0.63854166666666679 0.49748501315214438 -27.308179019393489 2.6273148148148153 1.0000000180025095e-35 2.0071428571428576 2.2930000000000006 0.51250000000000007 0.54414285714285726 0.54150293202056043 22.050000000000004 2.1662177642542404 0.63350000000000006 -13.833914979284485 1.9850000000000001 2.9000000000000004 7.2500000000000009 -9.7499999999999964 0.47050000000000003 3.1084018801410109 1.1000000000000003 1.8166666666666669
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 9 25 10 -1 12 14 -14 15 -5 17 -13 -19 -4 21 -21 23 -23 -11 26 -7 -27 -6 -30
right_child=5 -3 19 11 28 8 -8 -9 -10 24 -12 16 13 -15 -16 -17 -18 18 -20 20 -22 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.011381987913881389 -0.0037906638716500504 0.010661397128497901 -0.032547189946888939 9.657893660519036e-05 -0.00090762921868064626 0.002975378135688479 -0.013757854733623592 -0.023320766101738041 -0.022597136907776871 -0.00076162095511171418 -0.0089001699675876692 0.0077542828562479982 -0.021973331945564702 -0.0060671196083306967 0.013581830971654081 -0.0076468281255443792 0.011274855045532575 -0.0064755632597104209 0.011800481912846968 0.017049466424726125 0.0057590121742201799 0.0074065821694298583 -0.0094829621029219064 -0.025782235518225588 0.0036561737155941278 -0.00094645930164020985 -0.019487719099462054 0.014802765577061835 0.010642043222128998 0.00094476643643937605
leaf_weight=13.692201048135756 147.94500687718391 102.06232823431492 2.9974669367074958 270.38765563070774 79.055784612894058 21.456778019666672 82.257976099848747 8.4387639462947828 9.9797093123197538 407.12224693596363 81.175200313329697 48.250820428133011 22.699529558420181 107.86880953609943 19.262409269809723 133.47318838536739 41.729756951332092 100.0267301350832 14.816975980997084 10.614037096500395 390.07925887405872 38.719640642404556 48.582589730620384 4.4369479715824118 341.88830858469009 390.99216242134571 26.443723499774933 15.935311675071715 141.93427656590939 93.593427017331123
leaf_count=55 593 421 12 1087 319 86 330 34 40 1648 326 194 91 433 78 538 169 404 60 43 1587 157 196 18 1386 1567 106 64 576 381
internal_value=0.000253236 0.00131549 0.000921436 9.82855e-05 0.0014599 -0.0036027 -0.0073526 0.000206891 -0.00174536 0.000442326 -0.00597199 -0.00199636 -0.00340662 -0.00883336 -0.00173185 -0.00246248 0.00181569 -0.00060444 -0.00411688 0.00412037 0.0043439 -0.00104874 -0.00314381 0.00399137 0.00125484 -0.00128755 -0.00942498 -0.000329468 0.00485455 0.00678885
internal_weight=3217.92 2522.91 2420.85 1925.42 1166.9 695.011 230.203 852.317 464.808 843.878 94.8674 758.516 553.692 130.568 423.123 403.861 204.824 163.095 114.844 495.43 492.432 102.353 91.7392 43.1566 749.011 454.828 47.9005 406.927 314.583 235.528
internal_count=12999 10213 9792 7779 4725 2786 923 3449 1863 3415 381 3054 2227 524 1703 1625 827 658 464 2013 2001 414 371 175 3034 1823 192 1631 1276 957
is_linear=0
shrinkage=0.0193364
Tree=34
num_leaves=31
num_cat=0
split_feature=55 86 114 44 94 98 111 85 97 111 4 130 127 34 85 27 106 23 2 41 85 90 10 133 95 86 134 91 35 80
split_gain=33.9079 23.9499 16.4064 14.5826 14.5504 13.0277 12.9333 14.1849 12.4547 13.5197 13.8607 12.2127 11.9073 11.8412 11.6569 11.4163 10.5226 11.6217 9.98261 9.8894 9.56793 10.5503 9.48518 10.0828 9.12066 9.77875 9.51612 9.44894 9.05321 13.0883
threshold=1.7450000000000003 3.4246212121212127 1.5500000000000003 10.775000000000002 16.050000000000004 0.72474747474747481 1.6500000000000001 -0.18201372997711676 1.5000000000000002 1.5500000000000003 1640.3068560458833 0.84500000000000008 3.1055000000000006 7.8150000000000004 -0.5116666666666666 0.63854166666666679 0.8590000000000001 2.3666666666666671 -87.692128560535693 2.3350000000000004 -0.15205128205128196 -0.11624999999999994 2.2071428571428577 2.2110000000000007 -9.7499999999999964 3.1084018801410109 -0.41099999999999998 -0.19124999999999992 3.2950000000000004 0.047450221676826811
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 6 -6 7 28 9 10 -2 -4 -13 -9 -7 24 17 -16 20 -15 21 -8 23 -20 26 -26 -10 -28 29 -1
right_child=8 -3 3 -5 5 14 18 13 15 -11 -12 12 -14 19 16 -17 -18 -19 22 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.034318147640020891 -0.002280029217320003 0.010474309217960423 -0.011200394017450165 -0.0079453133924967008 0.0031564671752626482 0.03067996918754734 -0.010317734328021425 0.0015878785516359798 0.019312748460398231 -0.013498668049006322 -0.028093028339933952 0.0059522359485857015 -0.021110618303308338 -0.039125455687234051 0.0036128363473552248 -0.022171498170910468 0.0058757387727241201 -0.0076748353668398888 -0.0024067050609126376 -0.0047558539141380318 -0.01511878826090177 0.031463908593295738 0.0092185242456720978 -0.012158488769152801 -0.00092815671409390951 0.014529553177318346 0.01556787555386014 -0.014779490770322231 -0.027452718566554311 8.52700745377114e-05
leaf_weight=4.9632947742939022 139.69881437718868 101.87842725217342 16.836281716823578 35.231995195150375 697.00632850825787 3.9618876576423636 5.7241838276386261 534.46080112457275 3.994527429342269 82.216758251190186 8.2334270477294904 436.93546581268311 6.1602836549282065 4.7441092431545249 45.694110542535782 9.9747342616319639 42.599297240376472 134.37671512365341 288.23961508274078 9.2031803578138334 47.985775843262672 3.7275496721267682 22.508147537708282 45.9665657132864 390.99285918474197 15.921237289905546 4.2423138916492453 39.658279687166214 9.4124477803707105 24.65456323325634
leaf_count=20 560 421 68 143 2823 16 23 2164 16 330 33 1777 25 19 184 40 172 542 1158 37 193 15 91 185 1567 64 17 159 38 99
internal_value=0.000248421 0.00129042 0.00090382 0.00404291 9.64219e-05 0.00184696 -0.00151782 0.000327044 -0.00353345 -0.00721215 -0.00371769 0.0049614 0.0055757 0.00112875 -0.0021802 -0.0017117 -0.00276559 -0.00481022 -0.00413471 -0.0164573 -0.0116161 0.00616042 -0.00292982 -0.00374823 -0.0012627 -0.000323098 -0.00924379 -0.0118447 -0.0109354 -0.00568177
internal_weight=3217.2 2522.27 2420.39 495.164 1925.23 923.638 1001.59 587.438 694.933 230.149 147.932 459.932 443.096 548.408 226.632 464.784 222.67 180.071 414.152 13.9473 57.4375 9.45173 356.714 334.206 454.809 406.914 47.8951 43.9006 39.0303 29.6179
internal_count=12999 10213 9792 2013 7779 3737 4042 2377 2786 923 593 1870 1802 2220 914 1863 898 726 1665 56 231 38 1434 1343 1823 1631 192 176 157 119
is_linear=0
shrinkage=0.0193364
Tree=35
num_leaves=31
num_cat=0
split_feature=56 149 48 55 123 12 105 7 93 0 85 145 131 131 141 26 144 41 28 110 56 94 111 103 145 132 31 148 137 121
split_gain=51.0607 16.5934 19.8515 14.5909 14.5089 12.1234 12.165 11.8496 11.6278 11.2949 11.2805 11.1825 10.8971 10.097 9.80768 9.58235 9.93415 11.5105 9.98045 9.72856 9.02063 10.5115 13.8232 13.0676 15.3883 11.1105 11.8206 10.5701 12.522 10.2971
threshold=1.7650000000000003 0.53433908520280893 2.1050000000000004 1.385 0.70300000000000007 0.22500000000000003 0.81450000000000011 47.318310655148714 20.550000000000004 1457.9781160837144 -0.21570747217806038 0.21535000000000001 1.8165000000000002 0.18350000000000002 1.4750000000000003 0.47707142857142859 0.0035500000000000006 2.1550000000000007 2.4722222222222228 28.550000000000004 1.7450000000000003 14.550000000000002 1.5500000000000003 0.86750000000000005 0.87575000000000014 1.7640000000000002 0.12681311751103638 0.26335666023166027 6.1500000000000012 1.6835000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 5 -4 6 -2 10 15 -7 12 -8 -5 -12 -11 -1 19 18 -18 -17 21 23 -23 24 25 26 -3 28 -24 -25
right_child=3 20 4 7 -6 9 11 -9 -10 14 13 -13 -14 -15 -16 16 17 -19 -20 -21 -22 22 27 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.0070145977189199366 0.0050173115925471138 0.0021687508580451329 0.012994682467003383 0.012772893905305168 -0.01979348081125373 -0.015114967651419437 0.0035857779756605459 0.014039146666437402 0.00067829512329842018 1.4867800588019191e-05 0.027440604549593645 0.018696902154641523 -0.0086875949097692633 -0.00028851970755860838 0.015247588072172616 -0.0041477892750793428 0.023766705046047387 0.028560746880717303 -0.00083052149712041664 0.024440236153587327 -0.0086587994481249885 -0.01996177309236984 -0.0074286923323441858 -0.0055847849948765576 0.01387260130350761 0.0060146780684939335 -0.0071813062964201776 0.0085387650771148044 0.0045468714139493436 -0.02510094927155139
leaf_weight=318.1684737354517 289.2345806658268 82.877897262573242 5.7113502621650687 47.021376833319664 43.059330880641937 15.851938992738722 27.945093169808388 24.907257333397865 216.15787269175053 111.66757686436176 4.9377695322036734 53.164769977331161 10.890973582863806 768.90778565406799 18.406758338212967 493.53391268849373 6.7348304539918891 6.2196901589632025 72.792217180132866 4.4871586114168158 42.706509456038475 9.1944356262683851 47.611436352133751 40.832838594913483 26.804829820990562 57.994186908006668 129.58778434991837 115.99042394757271 103.83398203551769 13.436509668827055
leaf_count=1276 1192 333 23 191 173 65 115 101 868 460 20 220 44 3111 76 1979 27 25 292 18 172 37 192 164 108 234 521 467 419 54
internal_value=-0.000375424 -0.00248311 -0.0038763 0.00244577 -0.0159521 0.00501355 0.00687354 0.000898217 -0.00334946 0.000292729 0.000504587 0.0134916 0.00873588 -0.000111392 0.0021712 -0.00431481 -0.00284323 0.00323538 0.00125288 -0.00388993 -5.98202e-05 0.000524758 0.00334451 -0.00169404 -0.000100897 -0.00148614 -0.00353386 0.00414623 0.000781571 -0.0104191
internal_weight=3210.67 1837.74 1166.86 1372.94 48.7707 516.271 370.344 856.665 1118.09 145.926 831.758 81.1099 57.9124 773.846 130.074 901.936 583.768 85.7467 79.527 498.021 670.871 628.164 276.63 351.534 297.265 270.46 212.466 267.436 151.445 54.2693
internal_count=12977 7382 4681 5595 196 2128 1527 3467 4485 601 3366 335 235 3131 536 3617 2341 344 319 1997 2701 2529 1115 1414 1196 1088 854 1078 611 218
is_linear=0
shrinkage=0.0193364
Tree=36
num_leaves=31
num_cat=0
split_feature=56 99 86 86 34 36 55 84 105 143 29 7 54 144 112 4 131 86 99 16 142 120 115 27 145 110 50 18 99 132
split_gain=49.1152 18.8061 15.993 15.2415 14.3863 13.751 13.6027 12.5947 11.6599 10.7037 10.6637 10.6055 10.5051 10.4981 10.8656 10.2447 11.0021 9.14365 12.5531 13.1734 11.9165 10.0637 9.14415 12.0478 10.0625 9.07001 9.0877 13.7235 10.4149 9.14279
threshold=1.7650000000000003 0.62828947368421062 3.3279569892473124 3.0618622448979598 2.9150000000000005 17.275000000000002 1.385 0.017121710526315701 0.23850000000000002 -0.28449999999999992 6.366666666666668 47.318310655148714 1.3950000000000002 -0.0031499999999999996 0.68150000000000011 1592.1678764164242 1.6835000000000002 2.8190909090909098 0.42261904761904762 1.0000000180025095e-35 -2.1914999999999996 1.8945000000000001 1.2915000000000003 0.45050000000000007 0.15575000000000003 23.250000000000004 1.385 1.5000000000000002 0.68990384615384626 1.8945000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 17 9 25 -4 12 -6 15 -2 -14 -15 16 -8 20 21 -20 -1 -19 24 -24 -22 26 29 -28 -29 -3
right_child=2 3 8 -5 10 -7 11 -9 -10 -11 -12 -13 13 14 -16 -17 -18 18 19 -21 22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.029019113501467873 -0.0076776382781769091 -0.0043779736790805343 0.0027639131711269904 0.003849351722599047 -0.009148565739252261 -0.016123875754883586 2.5305044103029408e-05 -0.0097966722900840429 0.016555284627702161 0.0065580893654851018 0.014590446113393725 0.013005322833462368 -0.016704524790261382 0.0070357398314311575 -0.013750526349112602 0.0043856399275442916 -0.0066513398310853412 0.0043327375866948591 0.0065418595728440427 0.028063066030871806 -0.020240323480646118 -0.02019809521386497 -0.0071905612046168528 0.0084860434833247747 -0.00056597925771488251 0.0048924575751414633 -0.025408308729167859 0.026864878567175253 -0.0090291080770621909 0.0031713940827071277
leaf_weight=5.4549208581447592 43.700748756527901 741.20297808945179 42.660134077072144 85.587993025779724 83.691461965441704 16.908135414123535 517.55981494486332 151.28411027789116 49.561587616801262 309.41923974454403 7.7235968410968772 23.898979485034943 8.9582868069410306 99.057826474308968 10.38389417529106 154.89703895151615 112.29596646130085 29.74283954501152 29.895963296294212 16.512284711003304 9.9618356078863126 7.9132900089025489 23.157066747546196 87.830278545618057 394.58974851667881 43.086730480194092 18.437617421150208 3.7387176454067257 15.704587921500204 65.250617414712906
leaf_count=22 178 2972 177 347 336 68 2091 607 206 1275 31 97 37 410 43 628 453 120 121 67 40 32 93 354 1585 173 74 15 63 262
internal_value=-0.000368198 -0.00243516 0.00239949 -0.00399331 2.04286e-05 0.00107323 0.00183917 -0.0046396 0.0101765 0.00444942 -0.00714182 0.000317075 0.000424013 0.00341485 0.00506268 -6.9329e-05 -0.00116501 0.00155398 0.00747149 0.0142019 0.000599023 -0.000822433 0.00029801 0.0052146 -0.00105075 -0.00376034 -0.00420198 -0.0134581 -0.0021208 -0.00376708
internal_weight=3210.07 1837.67 1372.39 1124.29 713.381 621.966 1280.17 1038.71 92.2217 471.52 91.4151 808.652 162.101 118.4 109.442 784.753 629.856 605.058 84.0644 46.4082 520.994 37.6561 515.539 110.987 404.552 887.421 844.335 37.8809 19.4433 806.454
internal_count=12977 7382 5595 4513 2869 2502 5212 4166 383 1943 367 3269 668 490 453 3172 2544 2434 340 188 2094 152 2072 447 1625 3559 3386 152 78 3234
is_linear=0
shrinkage=0.0193364
Tree=37
num_leaves=31
num_cat=0
split_feature=55 86 54 36 85 99 37 86 31 48 31 85 102 55 23 77 103 104 6 99 138 30 81 90 48 145 142 105 95 93
split_gain=42.286 23.1335 15.092 14.9918 12.8852 11.9222 12.8636 11.8761 12.3546 11.003 10.8887 10.7495 9.89919 10.5253 9.70302 11.1392 10.0429 12.5674 12.602 12.0204 12.196 9.65666 9.65551 9.58346 9.45288 9.42657 9.3229 9.28945 9.28026 10.7014
threshold=1.6050000000000002 3.5577777777777784 1.385 6.7550000000000008 0.28714285714285709 0.63397129186602885 0.28873442485377093 2.6698717948717952 0.07513440860215051 2.5850000000000004 0.067878887609017571 -0.7533333333333333 1.0165000000000002 1.8250000000000004 3.6904761904761911 3.1380952380952385 0.6925 0.46950000000000003 1482.9357953191038 0.74456521739130443 3.5000000000000004 0.082606717719311509 1.0000000180025095e-35 0.096249999999999961 2.0450000000000004 0.97130000000000016 0.92050000000000021 0.57550000000000001 14.25 20.550000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 22 8 -1 25 12 -10 -7 -14 15 16 17 -4 -19 21 -21 -18 -2 26 -17 28 -9 -6 29 -8
right_child=5 -3 14 -5 27 10 9 23 11 -11 -12 -13 13 -15 -16 24 19 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.014173902284316949 -0.010344234488234546 0.013229760847423545 0.00065239558663452162 -0.015626302370058021 -0.003284482556343843 -0.021652577141282724 0.00017393412608986356 0.0038317121169448012 -0.025507038992564013 -0.017961420190747084 -0.0040549450539357551 -7.5066658708348845e-06 0.019812991178653615 -0.02189741901939796 0.0082423193547418172 0.0069717826128212592 -0.023859623876799203 -0.030556137856340409 -0.0048483650995448588 0.019324259115467451 -0.012854335159919459 0.0066983875996017885 0.014372659111306578 0.010527740433044025 0.033033862714850183 -0.01705731351350458 -0.0073210126190756571 -0.025201843231077214 -0.016858927952136407 0.0074931950245638286
leaf_weight=24.174218997359276 66.069593355059624 60.276747301220894 165.78281849622726 22.859013125300407 17.403887778520588 24.641697153449059 260.53323699533939 171.39273332059383 6.2185930460691443 11.442271009087561 770.41819854080677 937.76819437742233 5.2446884214878065 3.9714455902576447 132.33900387585163 16.951887071132663 3.941414847970008 9.8961224406957609 25.508149847388268 5.3636785000562694 24.513981744647026 193.08411388099194 6.4849426597356787 65.042096525430679 7.510964721441268 10.203588947653769 33.496594667434692 12.374678820371626 9.7286776006221753 104.71034419536591
leaf_count=97 265 252 680 92 70 99 1045 693 25 46 3090 3785 21 16 548 70 16 40 104 22 100 793 26 264 31 41 136 50 39 421
internal_value=-0.000361124 0.00143903 0.00106006 -0.000107509 0.000172291 -0.00309775 -0.000648006 0.00047466 -0.000525268 0.000721314 -0.00452674 -0.000175638 -0.0152591 0.00183199 0.0036367 0.00228972 0.00156433 -0.00158074 -0.012038 0.00435315 -0.00707426 0.0060864 -0.00813373 0.00406124 0.0149795 0.00127661 0.00200805 -0.012396 0.0017758 0.00227246
internal_weight=3209.35 1935.9 1875.62 1290.73 1267.87 1273.45 469.173 1238.09 968.161 396.618 804.276 943.987 33.8578 9.21613 584.892 452.553 428.09 201.187 35.4043 226.903 29.8777 197.026 72.5545 269.931 24.4629 385.176 204.889 29.7786 374.972 365.244
internal_count=12977 7868 7616 5212 5120 5109 1883 5000 3907 1592 3226 3810 136 37 2404 1856 1755 824 144 931 122 809 291 1093 101 1546 829 120 1505 1466
is_linear=0
shrinkage=0.0193364
Tree=38
num_leaves=31
num_cat=0
split_feature=56 99 86 86 34 36 84 28 56 92 145 149 105 29 133 26 2 34 0 50 105 29 114 125 1 126 90 110 50 18
split_gain=45.6754 17.617 15.0675 14.4019 13.4488 12.8911 12.1512 14.1609 11.857 11.8561 11.6092 10.8656 11.0691 10.223 10.1073 12.3579 10.0842 9.66928 11.061 14.0149 9.45384 9.41847 16.1694 9.30371 9.26659 8.88248 16.7969 8.7565 8.69976 13.2515
threshold=1.7650000000000003 0.62828947368421062 3.5577777777777784 3.0618622448979598 2.9150000000000005 17.275000000000002 0.017121710526315701 4.7321428571428585 2.1350000000000002 -0.010416666666666649 0.32985000000000003 0.53851874003189804 0.39350000000000007 6.366666666666668 1.1340000000000001 0.38105555555555565 257.45434473429981 1.2050000000000003 1640.0839803702906 1.8150000000000002 0.24850000000000003 3.2111111111111117 1.2250000000000003 2.5500000000000003 1650.9534747206751 0.81650000000000011 -0.028749999999999946 23.250000000000004 1.385 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 6 5 11 27 24 16 -9 20 12 14 -6 -1 -16 17 18 -2 -20 -4 22 -14 -18 -8 26 -5 28 -3 -30
right_child=2 3 10 25 13 -7 7 9 -10 -11 -12 -13 21 -15 15 -17 23 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.011479984911040778 -0.015648530178758276 -0.003628202203314273 -0.01260218019625658 -0.037638545370504074 -0.0088582264608603207 -0.015603996873959178 -0.017026032792258193 0.0085061211683974004 0.0047426720564107275 -0.0084849174446001516 0.022566672503400879 0.0047127957952773983 -0.023012022731324706 0.014390409431699905 -0.034056682730335984 0.00073384511426968736 0.022881068364651921 0.00092442470366808373 0.017835974700143326 -0.022596426081741339 0.015482091958781242 0.0041817709586562512 0.0017157524649775743 -0.011689545870275368 0.011600591403316525 0.0061859917850631777 0.0098828257880683359 0.0048826717535207804 -0.024862295962085158 -0.001971974228561085
leaf_weight=53.078330963850021 27.958998516201973 806.45734734833241 8.6233656555414218 5.213052049279213 83.711362764239311 16.905248925089836 72.535117670893669 21.683410227298737 399.520676612854 52.574827209115028 23.89634595811367 239.671078145504 13.956525385379789 7.7195494025945655 3.9926897734403601 85.240160465240479 13.492099091410639 869.92627190053463 10.110501870512961 4.6883773803710929 9.321919381618498 175.06952455639839 33.876243010163307 3.7064473927021018 4.4850315153598777 74.36645220220089 5.9512337744235975 43.082746878266335 18.421723335981369 19.437378615140915
leaf_count=213 113 3234 36 21 336 68 291 87 1655 211 101 968 56 31 16 342 55 3521 41 19 39 703 136 15 18 302 24 173 74 78
internal_value=-0.000354187 -0.00234719 0.00231634 -0.00385526 2.98403e-05 0.00104811 -0.00448332 -0.0095489 0.00195668 -0.00352268 0.0137412 0.00151368 -0.000585628 -0.00689429 -0.0047987 -0.000823601 0.00075962 0.000483115 -0.00849365 0.00502093 0.00198394 0.002104 -0.0054994 0.015427 -0.0153579 0.00377106 -0.0123073 -0.00361968 -0.0040536 -0.0131127
internal_weight=3208.67 1837.43 1371.25 1124.21 713.221 621.79 1038.68 151.278 1329.4 74.2582 41.8416 604.885 365.213 91.4309 142.311 89.2329 929.883 912.684 42.7579 14.7989 17.9453 222.902 47.8328 17.1985 77.0201 85.5307 11.1643 887.399 844.316 37.8591
internal_count=12977 7382 5595 4513 2869 2502 4166 607 5419 298 176 2434 1466 367 571 358 3764 3694 173 60 75 895 192 70 309 347 45 3559 3386 152
is_linear=0
shrinkage=0.0193364
Tree=39
num_leaves=31
num_cat=0
split_feature=149 35 96 31 131 99 48 48 3 96 142 45 85 147 105 11 126 34 4 4 35 141 3 130 46 3 132 131 4 105
split_gain=29.5931 18.0676 16.6028 14.6601 13.7806 15.0867 15.374 14.4498 13.076 12.2742 13.1592 12.0313 11.4652 10.7989 13.4701 10.5716 10.0407 13.3401 10.3667 11.5656 11.5488 11.7452 10.8117 10.0253 9.9842 11.9008 9.7573 13.6998 12.0649 12.8553
threshold=0.56088892520119293 7.8550000000000013 2.5000000000000004 0.072118510262840121 1.2930000000000004 0.69397993311036799 2.0450000000000004 1.5350000000000004 1648.5665498134106 4.5000000000000009 0.045500000000000006 1.0000000180025095e-35 0.20347560975609758 0.44470944031850551 0.70450000000000002 0.099999999999999964 1.6125000000000003 3.0650000000000004 1656.3041979056791 1541.8620602559165 4.5850000000000009 1.1155000000000002 1409.4070747422438 1.7070000000000001 4.9050000000000011 1539.7448431188325 1.6460000000000001 1.9500000000000002 1549.7393022958902 0.55650000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 23 5 9 7 8 -7 -4 12 -9 -11 14 -8 -5 18 24 19 20 -2 22 -22 -1 25 -18 28 -28 -21 -30
right_child=16 -3 4 15 -6 6 13 11 -10 10 -12 -13 -14 -15 -16 -17 17 -19 -20 26 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.020704756859936432 0.0024562279093823338 -0.021480248965817756 -0.0029231367160748646 0.026324945543037732 0.0029353609629484694 -0.0093114139256834719 -0.018899120113578145 0.019699350141406658 0.013649957355914897 -0.0011705770680710713 0.0064948442302198263 -0.00059648849081119187 -0.035771410548357974 -0.028041848553305354 0.018031331194069525 -0.0034275369920482943 0.0068573600769891189 -0.0018283425115673204 0.018022458653708228 -0.017247462847992841 0.021282915060656965 0.0099433054324237734 -0.011791950307526201 0.0059121153368724456 0.013503877292190153 3.5940274203554602e-05 -0.017342226364591911 0.019898334640883364 0.0081571410679642554 -0.0071476447102464778
leaf_weight=29.369395658373833 461.43836124241352 17.367841780185699 217.56043954193592 4.4880582988262168 362.80845102667809 130.56806676089764 10.656914144754412 12.185795709490774 9.9772746264934522 89.131762117147446 169.4560267329216 104.8753599524498 3.7270876914262763 17.309069335460663 5.645401954650878 748.7665111720562 258.64025272428989 123.53803379833698 12.199869111180304 15.803004488348959 3.955333560705184 14.28661587834358 55.346667617559433 6.4483354389667502 49.801132336258888 151.7427976578474 33.953342616558075 4.1399369835853568 45.067402690649033 37.665328815579414
leaf_count=118 1875 70 875 18 1463 524 43 49 40 359 685 422 15 70 23 3008 1059 503 50 64 16 58 224 26 207 622 138 17 183 153
internal_value=-0.000347395 -0.00184849 -0.00167112 -0.00382493 -0.000172248 -0.00163449 -0.00510642 -0.00350123 -0.00768072 0.000472411 0.00328883 0.00151638 -0.00256124 -0.0174058 -0.00610605 -0.00325007 0.00195037 0.00381309 0.000360307 3.93235e-05 0.00132164 -0.00579187 -0.0095839 -0.0159113 0.00532766 0.00433522 -0.00498166 -0.0132921 -0.001768 0.00118879
internal_weight=3207.92 1940.34 1922.97 789.072 1133.9 771.093 291.218 257.606 140.545 479.875 262.315 117.061 92.8588 33.6114 16.3023 753.255 1267.58 583.722 683.856 671.656 535.027 73.5886 59.302 35.8177 460.184 410.383 136.629 38.0933 98.5357 82.7327
internal_count=12977 7808 7738 3170 4568 3105 1171 1035 564 1934 1059 471 374 136 66 3026 5169 2391 2778 2728 2173 298 240 144 1888 1681 555 155 400 336
is_linear=0
shrinkage=0.0193364
Tree=40
num_leaves=31
num_cat=0
split_feature=56 99 126 34 4 46 149 4 31 92 103 56 136 145 7 144 9 136 39 142 12 146 144 10 26 10 11 102 137 89
split_gain=47.2806 16.8234 12.1596 12.1058 14.2524 12.2081 11.6401 12.3092 16.908 12.736 12.1743 11.6275 11.461 10.8529 10.6162 10.0976 9.56736 9.44526 9.21855 9.00899 8.84351 8.69042 10.429 9.81516 8.68579 8.68055 8.61726 9.21393 8.59704 9.44921
threshold=1.8650000000000004 0.62828947368421062 0.52800000000000014 2.8950000000000005 1532.3962512499138 3.8850000000000002 0.53574674286046664 1488.4075820303167 0.10035971223021582 0.45541666666666675 0.20050000000000004 1.4650000000000001 18.950000000000003 0.16135000000000002 61.78823278848882 -0.0025499999999999997 0.30952380952380959 3.9500000000000006 0.40763931271052245 2.0690000000000004 0.22500000000000003 0.0028500000000000005 -0.0040499999999999989 2.0333333333333337 0.50118055555555563 2.9309523809523812 0.59166666666666679 0.6795000000000001 9.0500000000000025 0.25000000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 26 6 -5 11 10 8 20 12 24 -6 -10 -12 16 -15 17 -4 -17 25 -8 23 -23 -9 -1 -18 -3 -28 29 -21
right_child=-2 2 14 4 5 -7 7 21 9 -11 13 -13 -14 15 -16 18 19 -19 -20 28 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.016344091822874149 0.0033747669816343111 0.0072756605377333732 0.0094778369129318741 -0.013756212733996923 -0.012578611647761076 -0.023982954059337942 0.021421189299517019 0.0063985385968728702 0.0010378547700777147 -0.027212293927503028 -0.017954661504820113 0.0065555275296518235 -0.01649027424965812 0.013959625930838576 0.012572071719751401 -0.00022640968751940708 -0.0025466298630360661 -0.015944544156021666 0.021208765927139647 -0.01304008647203376 0.0007325391441297634 0.022672509114551972 -0.0094364702903771414 0.017562606250156737 -0.00028863985103122562 -0.016498795611921482 -0.0075927640327540652 -0.0273102314203932 0.032239964819354421 0.023012992076666513
leaf_weight=29.643548861145973 1049.3010087758303 6.4781496971845618 6.4672465175390235 45.089359000325203 15.160168603062628 7.2307352572679511 17.81565444171429 116.79626967012882 86.439231127500534 7.9322930723428717 11.450621575117109 54.727442115545273 16.626613557338715 21.639650329947472 16.884791001677513 304.4376632720232 1183.071744158864 35.078106686472893 7.6874841302633277 6.4564516246318835 13.647037565708159 4.6846422851085689 19.557759076356888 39.383035957813263 21.919445067644119 16.909272387623787 18.66182442009449 16.89208847284317 5.196455866098403 4.6882826238870621
leaf_count=119 4299 26 26 181 61 29 72 472 349 32 46 220 67 87 68 1223 4751 141 31 26 55 19 79 160 88 68 75 68 21 19
internal_value=7.75819e-06 -0.00162889 -0.00299381 0.000505944 -0.00512071 -7.06667e-05 0.00146151 0.0041876 -6.08293e-05 -0.00360784 -0.000756761 0.00240375 -0.00178978 0.000552157 -0.00265633 0.00118742 -0.00286082 -0.0119854 0.000301607 -0.00254908 0.0124501 0.00754238 -0.00322713 0.0092144 -0.00952039 -0.00274333 -0.0132266 -0.016964 0.0117092 0.00212448
internal_weight=3207.95 2158.65 1316.78 841.869 122.208 77.1183 719.661 322.883 142.461 110.998 396.778 69.8876 103.066 345.215 1274.75 333.765 1257.87 41.5454 312.125 1216.32 31.4627 180.422 24.2424 156.179 51.563 1199.98 42.0321 35.5539 16.3412 11.1447
internal_count=12978 8679 5289 3390 491 310 2899 1305 575 448 1594 281 416 1387 5120 1341 5052 167 1254 4885 127 730 98 632 207 4819 169 143 66 45
is_linear=0
shrinkage=0.0193364
Tree=41
num_leaves=31
num_cat=0
split_feature=56 86 99 142 31 50 4 150 52 125 86 123 7 48 48 4 80 109 142 17 4 0 100 100 108 85 91 41 92 46
split_gain=45.4856 22.1346 17.5843 13.0742 10.6427 12.222 9.31071 11.0055 10.9595 9.66887 9.98024 9.29055 15.945 12.5253 10.4283 9.92315 14.2904 9.58435 9.14679 10.9939 12.7676 10.7145 8.88799 8.96753 11.1963 9.11752 8.80573 11.4697 8.61002 8.57528
threshold=1.8650000000000004 2.886038961038961 0.73205128205128212 -1.5759999999999998 0.26500600240096045 1.2450000000000003 1468.494655748342 0.60458339668940508 2.7050000000000005 1.9000000000000001 3.1026315789473689 1.4470000000000003 3.0404369353992711 1.3950000000000002 2.0250000000000004 1470.0218464596569 0.099154772414520406 3.5000000000000004 1.9415000000000002 1.0000000180025095e-35 1402.9831929688851 1799.7851983138164 3.2900000000000005 2.7750000000000004 4.5000000000000009 0.087462686567164119 -1.0000000180025095e-35 1.8150000000000002 0.31958333333333339 4.785000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 26 22 -6 7 9 -8 10 -5 13 15 -1 -14 17 -17 -13 19 21 -21 -15 23 24 25 -4 27 -3 -10 -2
right_child=29 3 4 6 5 -7 8 -9 28 -11 -12 12 14 18 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
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leaf_weight=270.30729199945927 898.58760650455952 4.4610037952661497 608.33319716155529 19.639184609055519 33.930083245038986 6.7239846736192694 139.96447247266769 16.803716570138931 37.383329778909683 18.297951817512512 19.035918101668358 57.457557737827301 93.547669842839241 295.73857544362545 12.66478870809078 200.54909528791904 11.220282986760138 5.2106718122959128 17.62885519862175 11.684153795242308 176.96427755057812 5.4347458183765402 5.4697278290987006 15.422428146004675 8.2128257006406766 46.131276100873947 4.4630790203809729 6.9410176575183868 8.8743904083967191 150.20584042370319
leaf_count=1086 3676 18 2440 79 136 27 568 68 151 74 77 231 377 1188 51 807 45 21 71 47 711 22 22 62 33 185 18 28 36 623
internal_value=7.62979e-06 -0.00159749 -0.00234706 0.00351769 -0.00471053 -0.0143224 0.00455774 -0.00125512 0.00686091 0.00280021 -0.00267798 -0.000869385 0.00160581 -0.00208086 0.0079672 -0.000856059 0.00114394 -0.00761497 -0.000289817 -0.000782456 -0.00444275 0.00151013 -0.00413873 -0.00394053 -0.00427983 -0.0039981 -0.0135207 -0.00449864 -0.00129769 0.00331113
internal_weight=3207.29 2158.5 1882.63 275.864 724.224 40.6541 259.999 73.7768 186.222 56.9731 38.6751 1158.41 380.65 777.758 106.212 274.438 211.769 62.6682 507.451 489.822 188.648 301.173 683.569 678.1 662.677 654.464 15.8651 11.402 46.2577 1048.79
internal_count=12978 8679 7562 1117 2905 163 1053 298 755 230 156 4657 1532 3125 428 1104 852 252 2039 1968 758 1210 2742 2720 2658 2625 64 46 187 4299
is_linear=0
shrinkage=0.0193364
Tree=42
num_leaves=31
num_cat=0
split_feature=55 46 94 20 7 86 92 26 86 122 123 41 131 89 86 54 130 123 55 30 134 144 9 23 90 2 105 114 4 55
split_gain=42.7576 15.5286 12.7358 13.7436 15.1174 12.0778 11.9371 10.8182 10.7383 10.489 10.4195 13.0637 11.0084 10.1075 15.0338 11.1805 10.5251 12.6815 12.5791 10.3149 12.6815 9.39172 10.1656 9.37812 9.32715 9.14069 9.88032 8.87299 9.00359 11.113
threshold=1.5950000000000004 4.785000000000001 19.050000000000004 1.5000000000000002 -41.87796814540399 3.1867732558139541 -0.46791666666666659 0.64612500000000006 2.7409677419354845 2.2755000000000005 1.1940000000000002 2.2550000000000003 1.7640000000000002 1.0000000180025095e-35 2.0071428571428576 1.2650000000000003 0.95000000000000007 1.3945000000000001 1.4150000000000003 0.1283227475888026 0.17300000000000001 0.00015000000000000004 2.1380952380952385 3.5500000000000003 -0.061249999999999943 190.74114832792489 1.9025000000000001 0.45000000000000007 1614.6056423289131 1.6450000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -5 13 -7 9 -2 -4 11 -8 -12 15 -15 16 17 -1 -19 20 -18 24 -23 27 -10 26 -3 -6 -29 -30
right_child=2 25 3 4 23 6 10 -9 21 -11 12 -13 -14 14 -16 -17 19 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
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leaf_weight=13.45311191678047 796.51049736142159 146.08499462902546 253.78608658909798 10.957575887441633 9.9587467163801175 18.379483088850975 37.586185470223427 4.4610610008239737 31.602858081459999 8.958065912127493 64.278569847345352 4.8968884199857703 21.488787591457367 34.083131685853004 419.05547973513603 690.0275756418705 86.341418325901031 19.354189649224285 6.4772127717733374 268.89452849328518 30.512461438775063 77.854376241564751 7.9624665081500998 12.878789231181143 25.14559006690979 21.954333394765854 6.2314345091581336 60.437877118587494 3.9746598899364498 12.946938887238501
leaf_count=54 3195 605 1019 44 40 76 156 18 127 36 266 20 89 137 1693 2818 349 78 26 1084 123 313 32 52 101 90 26 243 16 52
internal_value=7.50373e-06 0.00187218 -0.00266626 0.000328786 0.00604268 0.00131326 0.00662022 -0.00204799 -0.00387303 -0.00255531 0.00870897 0.0165402 0.00482882 0.000817003 -0.0016181 0.00180663 -0.000660321 -0.0101948 -0.0022632 0.000310625 0.00510714 0.00101409 0.00505011 0.0084013 -0.00508836 0.00737153 0.0056895 0.00612803 0.00391511 -0.00854917
internal_weight=3206.54 1889.1 1317.44 378.36 111.155 1714.83 146.63 267.205 939.076 262.744 128.25 42.4831 85.7674 1568.2 453.139 1115.06 425.033 39.2845 25.8314 385.748 116.854 142.565 85.8168 100.197 56.7484 174.271 152.316 87.3182 77.3595 16.9216
internal_count=12978 7690 5288 1520 447 6969 607 1073 3768 1055 531 176 355 6362 1830 4532 1714 158 104 1556 472 573 345 403 228 721 631 351 311 68
is_linear=0
shrinkage=0.0193364
Tree=43
num_leaves=31
num_cat=0
split_feature=56 94 11 138 132 136 118 55 27 149 48 30 80 77 3 11 23 37 22 110 102 54 90 77 38 29 47 53 132 49
split_gain=42.136 11.756 10.0454 11.5987 11.3452 9.52594 9.39036 10.8977 9.30011 9.20345 12.6611 9.11065 8.874 12.1368 9.24364 9.0175 8.65188 8.63954 9.51849 13.2557 12.1576 8.36365 10.233 13.3462 9.99573 13.1593 8.39154 8.34031 8.27548 8.07992
threshold=1.8650000000000004 14.550000000000002 1.0333333333333337 7.5000000000000009 1.4145000000000001 7.1500000000000012 1.1000000000000003 2.1450000000000005 0.54707142857142876 0.50351689060415483 2.0450000000000004 0.68496240601503777 0.039786366225452903 2.0333333333333337 1659.4828751538473 0.34523809523809529 5.416666666666667 0.30755660423375514 0.33166666666666672 9.5500000000000025 1.3925000000000003 1.4850000000000001 -0.29291666666666655 1.7238095238095241 0.25995833927339784 4.4365079365079376 1.385 2.2750000000000004 1.0500000000000003 3.6150000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 9 -6 -3 17 -7 -5 -11 29 15 14 16 -1 -14 18 19 20 -8 22 23 24 25 -2 -27 -20 -16 -4
right_child=21 6 3 4 5 8 7 -9 -10 10 -12 -13 13 -15 28 -17 -18 -19 27 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
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leaf_weight=3.7292286902666083 10.039575278759004 397.24637767672539 301.37281130254269 88.420096501708031 49.900960206985474 41.229922011494637 46.719435855746269 10.683625131845472 8.9812877625226957 146.74497909843922 22.131070554256439 10.898435086011885 295.29065342247486 38.640715956687927 5.4815884381532651 31.708425745368004 6.2257482260465613 514.77812044322491 3.9841021299362209 36.338519588112831 9.9178197234868986 271.39232012629509 682.00509257614613 59.656335771083832 13.843479946255682 6.5955893844366056 4.1637641787528992 16.889049366116524 7.9830463230609894 62.766291052103043
leaf_count=15 41 1597 1211 355 201 166 188 43 36 589 89 44 1186 155 22 128 25 2075 16 146 40 1130 2784 244 56 27 17 68 32 252
internal_value=7.39471e-06 -0.00153721 -0.00290925 -0.00157538 -0.00406795 0.00145455 -5.26703e-05 0.00139803 -0.00449086 -0.0062169 -0.00357012 0.000799902 -0.00542023 -0.00634474 -0.00508969 0.0038035 -0.00438934 0.00172726 -0.0030927 -0.00574216 0.000105349 0.00318904 0.00216742 -0.0038026 -0.0133482 -0.00486974 -0.0197254 0.00870541 -0.0207638 0.00132149
internal_weight=3205.76 2158.06 1121.51 732.446 357.408 100.112 1036.56 639.311 50.2112 257.296 168.876 375.038 389.059 353.622 314.981 35.4377 301.516 628.627 113.849 92.9758 56.6373 1047.7 776.304 94.2987 34.6424 20.7989 10.7594 20.8732 13.4646 364.139
internal_count=12978 8679 4506 2943 1436 403 4173 2576 202 1033 678 1507 1563 1420 1265 143 1211 2533 458 374 228 4299 3169 385 141 85 44 84 54 1463
is_linear=0
shrinkage=0.0193364
Tree=44
num_leaves=31
num_cat=0
split_feature=56 86 99 29 142 98 39 132 109 5 3 4 85 77 36 41 7 48 28 34 134 103 3 149 142 99 91 85 102 30
split_gain=40.5523 23.1477 16.3273 12.8602 11.1581 11.0899 9.89692 9.42484 9.94162 13.9289 14.6371 9.40641 9.11014 9.27571 10.8494 11.842 9.11458 9.41863 8.66493 7.91727 11.3708 10.4409 13.2554 10.3798 11.7813 10.0703 9.05566 11.453 8.09459 7.9221
threshold=1.8450000000000004 2.886038961038961 0.73205128205128212 0.95000000000000007 -1.5759999999999998 0.87867647058823539 0.315502400614664 1.0500000000000003 1.5000000000000002 1497.2861862946595 1530.3731676235686 1533.4700371218971 0.087462686567164119 2.0690476190476197 2.5750000000000006 1.5750000000000004 1.2642318047918482 1.4350000000000003 2.5277777777777781 2.6450000000000005 0.38900000000000007 0.9275000000000001 1371.5996615065314 0.53851874003189804 -1.8619999999999999 0.71825396825396837 0.025416666666666653 0.046629588431590603 1.9995000000000003 0.13545026881720426
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 6 19 -3 8 11 -10 -11 -6 13 14 18 -16 -14 -18 -5 23 21 25 -23 24 -1 -21 29 -28 -26 -25
right_child=-2 4 3 12 7 -7 -8 -9 9 10 -12 -13 16 -15 15 -17 17 -19 -20 20 -22 22 -24 26 28 -27 27 -29 -30 -31
leaf_value=0.025098180356157088 0.0030108803705022526 0.0068224232249825961 -0.034821257704963859 -0.0099297340491530332 0.0020583509063196886 -0.0094593839443131173 -0.025360188917495405 0.0077055538951001047 -0.027277048223341968 0.017565535649875338 -0.015155443010668493 0.028595278242954481 -0.020246726259076919 -0.010114687296377071 -0.022102786403724584 -0.004322854685892513 0.012647750970201483 -0.012575344535370745 0.001825197452287039 -0.0096962011441064488 -0.015791953248832268 -0.017391583270546119 0.0039832283725180105 0.0090180772471296911 -0.0020779845338761409 0.02288405843086665 -0.00079685519604656013 -0.027150835438239328 0.01192328161941744 0.0021216059116315558
leaf_weight=6.2240076661109915 1102.5176072865725 5.9451330602169028 5.2371797263622275 26.664228141307831 60.954663470387459 53.841639697551727 8.9373793601989728 153.8600599616766 10.391205161809923 9.6263156980276126 10.890290364623068 5.4371578097343436 26.179182335734367 76.814575955271721 14.606219425797461 339.95121023058891 8.4732415080070513 15.943273678421972 194.06195765733719 66.512010931968689 26.142800152301788 12.207895264029501 97.096079036593437 91.234389364719391 509.96741932630539 3.7427659481763831 42.14073471724987 7.2196441292762747 15.916134864091871 196.30802640318871
leaf_count=25 4523 24 21 107 246 216 36 625 42 39 44 22 105 308 59 1364 34 64 778 267 105 49 390 368 2047 15 170 29 64 792
internal_value=7.26255e-06 -0.00156775 -0.00233998 -0.00464198 0.00376274 -0.000895902 -0.0125022 0.00472689 1.61038e-05 -0.00904155 0.000195052 0.0042338 -0.0044168 -0.00380337 -0.00296051 -0.00505567 -0.0123211 -0.00381955 0.000404806 -0.000466806 -0.00387801 -0.00214284 0.00159497 0.000340608 -0.00134087 -0.0079587 0.00299649 -0.00465423 -0.00165405 0.00431005
internal_weight=3205.04 2102.53 1836.48 707.931 266.042 1128.55 14.8825 251.16 97.2996 30.9078 20.5166 66.3918 702.694 652.098 575.284 354.557 50.5957 24.4165 220.726 1074.71 205.702 179.559 109.304 869.01 532.108 70.2548 336.903 49.3604 525.884 287.542
internal_count=12978 8455 7377 2840 1078 4537 60 1018 393 125 83 268 2819 2616 2308 1423 203 98 885 4321 826 721 439 3495 2136 282 1359 199 2111 1160
is_linear=0
shrinkage=0.0193364
Tree=45
num_leaves=31
num_cat=0
split_feature=56 86 86 86 86 7 121 148 22 8 10 142 150 56 3 123 37 135 54 85 11 123 38 103 7 92 38 101 11 29
split_gain=37.3691 19.6482 15.7292 14.3041 12.3102 12.153 13.7285 11.8222 11.5243 11.1352 10.6472 10.4859 10.4653 12.3756 11.7808 12.0441 11.2066 10.9684 9.81617 12.668 10.054 10.6941 10.6386 9.6808 9.52152 9.4889 9.64413 9.62656 9.5629 9.60585
threshold=1.8650000000000004 2.485525227460712 1.0000000180025095e-35 2.0071428571428576 3.9466666666666668 19.554729755152724 0.64600000000000013 0.32477284679800961 0.33166666666666672 4.0750000000000002 0.86190476190476206 2.1475000000000004 0.483516332634852 1.7850000000000004 1500.9645994691407 1.6585000000000003 0.21056563743022383 -0.12899999999999998 1.4350000000000003 0.39666666666666667 0.44761904761904764 1.2970000000000004 0.25725901319401517 1.9005000000000003 26.694822683496231 -0.36041666666666655 0.19095243643103857 0.36500000000000005 0.86190476190476206 2.9500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 6 -5 9 11 25 -7 12 14 17 15 -3 -15 -14 20 -20 21 22 -2 -8 -16 28 -27 -28 -1 -30
right_child=18 4 3 5 -6 10 23 -9 -10 -11 -12 -13 13 16 24 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.021384623631383815 0.033546102734760476 0.01517127604733127 -0.012889649743133204 -0.024845491021245301 0.016705187383151431 0.017513390943221845 -0.0052942594490219593 -0.0092160786300641458 0.0089205329801169617 0.025439675083157861 -0.004087136078188976 0.023890116201512084 0.0023615769389220016 -0.018315723707673346 -0.0063513897612158168 -0.0081930913900391013 0.0085448219989541063 -0.0059466915884264435 0.0061536295266162097 -0.027950171005244086 0.0022996946780474412 -0.017314157106582503 -0.010463566978140567 0.014838332089559791 0.01491578444063563 -0.007176623556515719 0.0048626901348278349 -0.0014914969953171138 0.021613158980871978 -0.0050527984283321109
leaf_weight=13.442583352327345 3.650426313281061 47.520395904779434 88.166217029094696 12.916756004095076 20.167389884591103 17.427325502038002 158.469871327281 69.328346714377403 65.210692912340164 5.9182341694831839 16.704517036676407 6.898708999156951 84.575436279177666 6.4428030401468268 37.563030913472176 9.9764905720949155 58.531444758176804 199.60988962650299 356.70658919215202 4.1154000908136359 630.45787708461285 19.676611229777336 4.6839115470647812 9.4588540047407133 9.9531572759151441 100.73324424028397 97.860984772443771 1000.3116312026978 6.6814193576574352 20.655879691243172
leaf_count=54 15 191 354 52 84 70 636 279 263 24 67 28 341 26 151 40 237 804 1484 17 2572 80 19 38 40 405 395 4018 27 83
internal_value=0.000148039 -0.0012895 -0.00236012 -0.00633075 0.00188058 -0.00364041 -0.00563788 -0.00144468 0.00131229 -0.00101207 0.00694106 0.000236064 -0.000123309 -0.00173314 0.00522864 0.0111161 0.0058797 -0.00347392 0.00320078 0.00576424 0.00179598 -0.00953846 0.00881276 -0.00415966 -0.00189472 -0.00113847 -0.00145051 -0.000925199 0.00803361 0.0014647
internal_weight=3183.82 2164.53 1618.08 303.144 546.449 214.977 180.845 1314.93 526.282 1245.6 34.1318 461.071 454.173 349.16 105.013 57.4969 64.9742 284.185 1019.29 360.822 658.469 28.0109 8.33434 167.929 47.5162 1239.69 1198.91 1098.17 40.7799 27.3373
internal_count=12894 8707 6502 1217 2205 863 726 5285 2121 5006 137 1858 1830 1408 422 231 263 1145 4187 1501 2686 114 34 674 191 4982 4818 4413 164 110
is_linear=0
shrinkage=0.0193364
Tree=46
num_leaves=31
num_cat=0
split_feature=55 86 98 84 11 10 19 138 114 107 131 91 55 149 149 146 36 84 147 7 89 38 143 130 97 8 133 141 142 138
split_gain=33.0011 15.2136 16.3756 13.335 13.3581 12.4792 11.2026 11.8654 10.9647 11.6916 11.71 10.8786 10.8456 11.8946 10.5437 10.5356 10.3392 10.2141 10.1924 10.0775 11.3066 9.91461 10.6582 9.8292 9.807 9.33841 11.0002 10.082 9.33832 9.97208
threshold=1.6850000000000003 3.1266025641025643 0.66025641025641035 0.011458333333333301 0.27619047619047621 2.4476190476190482 1.0000000180025095e-35 5.5000000000000009 1.5500000000000003 0.95450000000000013 1.8820000000000003 -0.22041666666666662 1.7750000000000001 0.53183573183573196 0.41427340274381014 0.00045000000000000004 17.325000000000006 0.0175478468899521 0.44738688411744465 -20.838495801436235 0.070000000000000021 0.30746667205759182 1.0510000000000004 0.61250000000000016 4.5000000000000009 1.6547619047619049 1.8945000000000001 0.50500000000000012 0.86450000000000016 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 11 7 18 9 -6 -11 -5 25 23 -4 -13 -16 -15 -2 -3 -21 22 -8 -14 28 -9 27 -27 29 -22
right_child=6 19 14 5 8 -7 21 12 -10 10 -12 15 13 17 16 -17 -18 -19 -20 20 24 -23 -24 -25 -26 26 -28 -29 -30 -31
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leaf_weight=15.054088115692137 100.6284773349762 38.886009633541107 12.461995109915732 42.37134025990963 627.25006203353405 38.544526934623718 381.69205850362778 37.905077785253525 196.35150302946568 33.790756374597549 5.9427097588777533 8.8878260850906354 5.2178179472684851 16.206851571798328 937.37400482594967 115.96105252206326 3.9745020866394034 4.7362263053655616 57.290683284401894 16.529446244239807 88.46667118370533 176.53896310925484 51.10717248916626 74.584314689040184 47.97818697988987 5.9889587312936801 4.4939132779836646 6.240094467997551 20.024476304650307 10.523454964160917
leaf_count=61 404 160 50 172 2552 158 1531 152 805 137 24 36 21 65 3789 470 16 19 230 70 364 710 205 300 200 24 18 25 83 43
internal_value=0.00014524 0.00140315 0.000879058 0.00250484 0.00354279 -0.00192579 -0.00293648 3.48531e-05 0.00385773 0.00267525 -0.00749569 -0.00421223 -0.00375871 -0.00752067 -0.000968846 -0.00708549 -0.000734839 0.00544655 0.00376757 0.00620516 0.00809985 -0.00446427 -0.00603956 -0.0109245 0.00658911 0.00317823 -0.0088554 -0.018363 0.00361313 0.00604952
internal_weight=3183 2260.37 2037.96 1084.15 878.389 205.765 922.631 313.292 863.335 666.984 39.7335 167.22 155.373 100.745 953.811 124.849 941.349 20.9431 157.919 222.408 183.522 609.338 432.799 79.8021 166.993 54.628 16.723 12.2291 119.015 98.9901
internal_count=12894 9190 8270 4415 3579 836 3704 1258 3518 2713 161 678 624 405 3855 506 3805 84 634 920 760 2446 1736 321 690 219 67 49 490 407
is_linear=0
shrinkage=0.0193364
Tree=47
num_leaves=31
num_cat=0
split_feature=56 86 149 3 26 86 7 9 38 79 3 123 20 26 102 7 19 54 85 51 86 89 52 125 142 11 38 44 97 149
split_gain=35.0935 18.6631 17.0477 11.7668 13.7069 11.6334 11.0961 10.7215 10.466 10.4133 12.1154 11.6123 11.1762 9.75646 9.75067 11.7878 10.0097 9.39136 12.1308 10.7524 10.2005 12.8792 11.0978 11.3952 10.3678 12.1088 11.5487 10.0377 9.3437 9.34243
threshold=1.8650000000000004 2.485525227460712 0.53433908520280893 1725.1029725996457 0.50612500000000005 3.9466666666666668 -54.227942169152577 0.30952380952380959 0.28546990148648149 2.555407209612818 1500.9645994691407 1.6585000000000003 1.5000000000000002 0.35055555555555556 1.7045000000000001 26.694822683496231 4.5000000000000009 1.4350000000000003 0.39666666666666667 1.2250000000000003 3.2828571428571434 0.33000000000000007 2.7150000000000003 1.5500000000000003 0.52650000000000008 0.59166666666666679 0.27447490720607104 9.3450000000000006 7.5000000000000009 0.53433908520280893
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 8 9 -1 -8 -4 10 11 -3 13 -11 15 16 -12 19 -19 20 21 29 23 -22 26 -26 -23 -27 -9 -2
right_child=17 5 3 -5 -6 -7 7 28 -10 12 14 -13 -14 -15 -16 -17 -18 18 -20 -21 22 24 -24 -25 25 27 -28 -29 -30 -31
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leaf_weight=20.414568543434143 69.367296621203423 55.690342172980309 209.52287063002586 7.1690915673971167 174.45759110152721 20.059463664889336 40.505785077810287 952.34697684645653 200.42703756690025 5.9447422623634329 32.847565740346909 10.725546047091482 28.864481762051582 370.18063023686409 4.7157405018806449 10.201670601963995 6.9634595960378638 356.08998766541481 4.133794739842414 48.724022403359413 4.5407777577638608 78.163006886839867 41.773257568478584 5.2627450227737427 4.1995278596878043 17.804664641618729 4.9430842697620383 25.383327007293701 12.919277250766752 357.93279533088207
leaf_count=82 282 224 843 29 702 84 163 3823 808 24 132 43 117 1493 19 41 28 1484 17 198 19 317 175 22 17 73 20 103 52 1460
internal_value=0.000142486 -0.00125045 -0.00229388 0.000320349 1.81419e-05 0.00183997 -0.00380098 -0.00351442 0.00195004 0.0012888 0.00626255 0.0118132 -0.000198918 -0.00108893 -0.000472919 0.00203311 -0.00271831 0.00310256 0.0056125 0.00172859 0.00102956 0.000268708 0.00925651 -0.00925286 -0.00504795 0.00216895 -0.00916358 0.00521871 -0.00310535 0.00189251
internal_weight=3182.28 2163.96 1617.76 591.577 584.407 546.194 1026.19 1005.77 409.95 526.134 121.144 66.4159 404.99 376.125 54.7284 50.0127 39.811 1018.32 360.224 658.095 609.37 557.794 51.5768 9.80352 130.494 47.3875 83.1061 43.188 965.266 427.3
internal_count=12894 8707 6502 2382 2353 2205 4120 4038 1651 2121 487 267 1634 1517 220 201 160 4187 1501 2686 2488 2272 216 41 530 193 337 176 3875 1742
is_linear=0
shrinkage=0.0193364
Tree=48
num_leaves=31
num_cat=0
split_feature=56 86 149 23 86 27 8 137 26 127 138 79 20 111 102 123 26 31 111 132 38 144 133 29 123 123 19 31 74 55
split_gain=33.7665 17.9503 16.3958 12.172 11.2312 11.0637 10.8266 10.6789 10.1501 10.1784 11.4243 10.0191 10.7589 9.8313 9.50327 9.43659 9.39692 9.35789 9.94281 9.05186 8.93673 9.94816 11.4094 9.33801 14.8674 9.10476 8.88769 9.10563 11.7951 8.80149
threshold=1.8650000000000004 2.485525227460712 0.53433908520280893 3.4142857142857146 3.9466666666666668 0.5661250000000001 4.0750000000000002 6.2500000000000009 0.50612500000000005 0.95000000000000007 1.5000000000000002 2.555407209612818 1.5000000000000002 24.750000000000004 1.7045000000000001 1.6485000000000001 0.35055555555555556 0.11466871584699452 10.050000000000002 1.6835000000000002 0.28546990148648149 0.00065000000000000008 2.4720000000000004 4.0500000000000007 1.1465000000000003 1.5415000000000003 4.5000000000000009 0.1522458969190901 1.0000000180025095e-35 1.3050000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 17 8 -7 20 -10 -11 14 16 -12 15 -3 -13 -5 -19 -20 23 25 -23 -4 -25 -22 -1 28 -28 -2
right_child=29 4 6 5 -6 7 -8 -9 9 10 13 12 -14 -15 -16 -17 -18 18 19 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0037481796193024014 0.0060886107363309688 0.0095437418716520332 0.0028566391468678896 -0.0060177472843509936 0.016027433987394788 0.0047477460551042005 0.027550447391702992 -0.026671246452924308 -0.014565995244382887 0.01522308714289969 -0.0045325744911673838 0.023062213420241066 0.011187531261217316 0.021452460668123931 -0.015397198814931158 -0.0076930864358246186 -0.0014549872715714342 0.00043276871820304195 0.017799827563970704 -0.0059568774148000513 0.0023424034297446967 0.00074137597035691294 -0.027383132584754395 0.0091952002504580056 -0.0091376859614971107 0.011503379835985627 -0.01896066653299313 -0.013811651275884409 0.0021839499333989902 0.0019821086192279764
leaf_weight=776.87901404500008 263.26911754906178 100.43917636573315 110.29972480237484 25.898032888770103 19.996167004108429 7.2003107815980938 5.4034190773963919 9.2159058153629285 27.634725496172905 13.421202674508093 132.19808457791805 5.9350664615631095 28.83294603228569 5.6736208945512763 7.197432965040206 13.461707711219786 370.21464771032333 40.600507691502571 35.554838687181473 7.2077616900205603 85.208183214068413 27.582341894507408 6.6993746012449256 20.908849596977234 79.061882063746452 77.448188960552216 13.213172629475592 71.490324124693871 38.869624689221382 754.43936507403851
leaf_count=3119 1104 404 444 104 84 29 22 37 111 54 532 24 117 23 29 54 1493 163 143 29 343 111 27 84 318 313 53 287 156 3083
internal_value=0.000139806 -0.00122637 -0.00224965 -0.0037277 0.00180484 0.00190908 0.000314192 -0.0128895 6.28536e-05 -0.00377567 -0.0018041 0.00126404 -0.00019505 -0.00346235 0.00614386 0.00750593 -0.00106779 0.00413335 0.00728767 0.0137942 0.00174965 0.00470957 -0.0047556 -0.0010224 -0.00530267 0.00670484 -0.00451449 -0.00933146 -0.00318032 0.00304448
internal_weight=3181.45 2163.75 1617.67 1026.13 546.077 125.677 591.54 16.4162 586.136 178.928 151.293 526.081 404.983 137.872 121.098 113.901 376.15 109.261 83.3631 42.7626 407.209 196.938 34.2817 210.27 99.9707 162.656 900.452 123.573 52.0828 1017.71
internal_count=12894 8707 6502 4120 2205 505 2382 66 2360 720 609 2121 1634 555 487 458 1517 439 335 172 1640 794 138 846 402 656 3615 496 209 4187
is_linear=0
shrinkage=0.0193364
Tree=49
num_leaves=31
num_cat=0
split_feature=86 149 53 127 97 7 95 86 109 99 127 92 97 35 35 9 125 98 149 134 0 132 122 85 94 141 34 122 46 144
split_gain=21.0631 21.7858 14.7473 14.0057 14.8905 13.1831 11.6175 13.0514 9.92741 10.0952 16.1121 9.47591 9.27486 10.7809 18.4743 9.07489 12.8943 13.9346 9.66422 9.74845 9.23128 8.83097 11.4362 8.74534 8.48518 8.47476 9.43015 8.44087 12.4269 10.7371
threshold=3.1266025641025643 0.58924155801275502 2.1250000000000004 0.52800000000000014 3.5000000000000004 -20.838495801436235 -9.7499999999999964 2.5568475452196386 1.5000000000000002 0.66025641025641035 2.1180000000000008 -0.66041666666666654 4.5000000000000009 3.6950000000000007 3.9050000000000007 2.2071428571428577 0.90000000000000013 0.6132478632478634 0.53433908520280893 0.13800000000000004 1398.7907446582437 0.81650000000000011 1.3245000000000002 0.072307692307692267 26.550000000000004 -1.0689999999999997 2.4950000000000006 1.2055000000000002 4.3750000000000009 -0.00064999999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 21 -1 8 -2 7 -4 -5 10 -10 -6 27 -14 -15 18 17 -17 19 -13 -18 22 -3 -23 -8 26 -11 -7 29 -29
right_child=5 2 6 4 11 12 24 -9 9 25 -12 15 13 14 -16 16 20 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.008870929380285492 -0.00429376773400125 -0.024338135735520818 -0.027116591903765135 -0.0013906652529518154 0.014736168340843566 0.012676817234619052 -0.00096388972059184769 0.010708393918212558 -0.0021739921983580678 0.0092744010100542056 0.032267292125608527 0.001274767775392765 0.018243731230864247 -0.03717567778245004 0.014139356386377545 0.030174112302720168 0.0016989444279449789 -0.004388971171233773 0.0035431909281479286 -0.0044783974883475866 -0.013690089999165846 0.006677135174827333 0.0014784258053886778 -0.0081146683280433687 0.018521913364042037 -0.0095134556560715674 -0.023612072463987655 -0.011647838941946568 0.014313171274142595 0.0030951538378598278
leaf_weight=85.227685809135437 43.58774408698082 7.8407335728406897 12.367559537291529 975.30994217097759 18.104349195957184 39.580242931842804 164.21410657465458 4.7044751048088065 73.919928014278412 17.897953197360042 5.4495809376239768 351.03282734751701 45.960272297263145 3.8574025779962531 8.1775506436824781 7.1602864861488369 20.75635814666748 11.141301631927488 379.31284341216087 160.45001101493835 48.880404204130173 346.33849434554577 35.20513941347599 15.612491577863691 8.7998069971799833 166.68122266232967 3.981990009546279 25.323849454522133 25.572950959205627 68.206429615616798
leaf_count=343 179 32 50 3926 73 162 665 19 297 72 22 1413 193 16 34 29 84 45 1542 646 198 1433 144 64 36 670 16 104 106 281
internal_value=0.000137163 -0.000332573 0.00296875 -0.00117746 -0.00088471 0.00540808 -0.00147419 -0.0166903 -0.00229638 -0.00559309 0.000191509 0.000875857 0.00736001 0.0139777 -0.00231003 0.000619368 -0.00530641 0.00913399 0.00120443 -0.000529896 -0.00910257 0.00505417 -0.0032245 0.00603889 2.72705e-05 -0.00802818 0.00328407 0.00494079 0.00236924 -0.000896352
internal_weight=3180.66 2920.39 595.083 2325.31 2240.08 260.266 190.086 17.072 1243.24 267.931 79.3695 996.838 216.679 57.9952 12.035 978.734 87.9384 18.3016 890.796 511.483 69.6368 404.997 43.0459 361.951 173.014 188.561 21.8799 158.683 119.103 93.5303
internal_count=12894 11819 2443 9376 9033 1075 770 69 5003 1077 319 4030 896 243 50 3957 356 74 3601 2059 282 1673 176 1497 701 758 88 653 491 385
is_linear=0
shrinkage=0.0193364
Tree=50
num_leaves=31
num_cat=0
split_feature=56 86 110 102 86 50 141 4 4 55 135 3 120 30 44 4 35 92 105 114 38 8 47 28 148 55 22 132 26 5
split_gain=25.863 13.6734 15.5948 16.229 11.8606 11.2132 12.6975 13.2243 13.2008 11.1728 11.0521 11.7981 12.6079 10.8026 10.7339 10.6272 12.359 11.2705 10.6009 10.487 12.0298 10.2931 10.2324 11.3688 10.5889 10.2166 9.48844 9.75657 9.41741 9.17239
threshold=1.7650000000000003 3.5435606060606064 12.65 2.1810000000000005 3.1371473354231978 1.3350000000000002 0.59250000000000014 1384.9068904217017 1488.4075820303167 1.2450000000000003 0.31250000000000006 1499.6359813875481 1.4720000000000002 0.17596296296296296 9.1250000000000018 1631.9720671782613 2.8850000000000002 -0.16249999999999992 0.25850000000000006 1.4645000000000004 0.15765056868866578 2.9309523809523812 1.5350000000000004 5.0500000000000007 0.26356968113433638 1.2950000000000002 0.90000000000000013 2.6125000000000003 0.51183333333333347 1521.1779075925415
decision_type=2 2 2 2 2 2 2 2 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 9 5 26 8 -8 19 -2 22 12 -12 14 -6 16 -4 -17 -3 -7 -21 -9 24 -24 -11 -18 27 29 -28 -1
right_child=1 18 15 -5 13 6 7 21 -10 10 11 -13 -14 -15 -16 17 25 -19 -20 20 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0030070475957811975 0.005536065091363767 0.0032635724047935916 0.029258371039591693 -0.014808376187448635 0.0020821713109270457 -0.018645992501330866 0.019246827510838858 -0.023399143970156303 0.0043860209147251862 -0.0015839416484318266 -0.0077536277957362277 0.011051898365876296 0.0097166754856479742 0.011009584906709195 -0.022117516921824527 -0.020235568080324385 0.013445956608085669 0.013579328057032637 0.022974477055491976 -0.028676104286512058 0.0094760894573913141 -0.0045529501969086353 0.0046327931507107447 -0.0077048584629352719 -0.0089727185836372455 0.0016959765471203829 0.0056519898789021642 0.010124796575525626 -0.004176009779760354 0.0015428831555025339
leaf_weight=1196.6961737126112 136.86402751505375 21.094148933887482 6.6663554310798636 26.820756182074547 50.673927381634712 24.888890132308006 3.9694378972053519 34.068244248628616 45.933578819036484 343.91780519485474 39.366585448384285 59.008620634675026 25.411386147141457 50.545099034905434 7.9208503365516654 3.9116936028003684 30.227423995733261 62.565119206905365 19.768376931548119 3.9902204275131234 13.650650262832642 15.901808962225912 148.28626917302608 34.398362427949905 91.903870776295662 326.65583348274231 119.20425067842007 23.733189716935158 52.504438802599907 192.26139615476131
leaf_count=4807 575 89 27 110 207 100 16 137 185 1406 160 241 104 207 32 16 128 258 85 16 55 64 599 139 374 1332 479 96 211 773
internal_value=-0.000219418 0.0017839 0.00144685 7.49347e-06 -0.00172184 -0.00211259 -0.00731009 -0.0147044 -0.00280051 0.000459603 -0.00047635 0.00479751 -0.000899362 0.00445991 -0.00118945 0.00447913 0.00317903 0.0115878 0.0128017 -0.0105631 0.000839392 -0.0174036 -0.00153195 0.00230931 -0.00314223 0.00269145 -0.0016454 -0.00216711 0.0026465 -0.0023772
internal_weight=3212.81 1376.87 1336 905.978 1835.94 1726.8 142.403 53.9395 88.4633 879.157 742.293 123.787 64.778 109.14 58.5948 430.026 363.55 66.4768 40.8625 42.5298 17.6409 49.9701 618.506 182.685 435.822 356.883 1584.4 1412.69 171.709 1388.96
internal_count=13028 5643 5469 3708 7385 6939 573 217 356 3598 3023 505 264 446 239 1761 1487 274 174 171 71 201 2518 738 1780 1460 6366 5676 690 5580
is_linear=0
shrinkage=0.0193364
Tree=51
num_leaves=31
num_cat=0
split_feature=56 110 102 4 140 104 34 132 145 55 123 135 46 3 115 8 98 55 9 145 133 22 36 131 9 4 4 110 38 39
split_gain=24.8789 12.6768 13.9126 10.1888 13.8442 11.5421 9.60555 11.4949 10.346 9.58702 9.51045 15.0363 15.7132 11.5812 9.6086 13.5528 9.39736 9.35396 9.28787 8.92229 8.83092 8.71401 10.8304 11.6246 11.1256 10.5689 9.92057 11.5139 9.39827 10.9204
threshold=1.7650000000000003 12.65 2.1810000000000005 1631.9720671782613 1.0000000180025095e-35 0.49850000000000005 8.3450000000000006 2.6125000000000003 0.18295000000000003 1.2450000000000003 1.3040000000000003 0.31950000000000006 2.9650000000000003 1659.4828751538473 3.1665000000000005 1.1083333333333336 0.42261904761904762 1.2950000000000002 2.2583333333333337 0.14775000000000002 1.0500000000000003 0.33166666666666672 3.7350000000000008 1.2930000000000004 0.51666666666666672 1482.1559168255656 1516.7092524535622 15.550000000000002 0.30426390480102666 0.34531717392846878
decision_type=2 2 2 2 2 2 2 2 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 9 17 -5 -6 7 21 20 -2 11 12 -11 14 19 -16 -9 -3 -14 -12 -8 -1 24 25 -23 -24 27 -25 -26 -30
right_child=1 3 -4 4 5 -7 8 16 -10 10 13 -13 18 -15 15 -17 -18 -19 -20 -21 -22 22 23 26 28 -27 -28 -29 29 -31
leaf_value=-0.0023980178383763533 0.005563857349753119 0.013463006412704676 -0.012594434199409331 0.01655419902007926 0.018985662975940266 -0.015123133275335165 0.022379096549965918 0.020969067244701659 -0.022667527640909502 -0.011493119806752718 -0.020499754265775525 0.012996517548701658 0.0036913658081019433 -0.027519214502304046 -0.0088065819653248886 0.020022091799730881 0.00013717326751725792 0.0022909679741139315 -0.023135955324911979 -0.0014421700219427061 -0.011959206699046938 0.016635609933037102 -0.00028421131255649873 0.010227463187997899 0.0057608368216936039 -0.013612381762821752 0.025186154218272253 -0.024498988113358502 0.00037440155211691356 -0.017401505073994263
leaf_weight=1420.6250246465206 140.44180515408516 30.579267427325249 29.411602213978767 49.871262788772583 5.5528089851141003 11.152710944414137 4.4777718186378497 15.204442888498304 16.634526446461678 32.630617097020149 9.3699298202991468 46.453482016921043 189.31656382977962 6.3167202919721595 9.3161086440086383 17.623187154531479 17.324933022260666 334.87970215082169 4.9473120123147956 458.47818320989609 7.4604125022888184 21.368191435933113 43.04092238843441 11.194927513599401 116.93945807218552 46.055543228983879 8.2072152942419034 5.2366168051958075 86.873252063989639 15.175050035119055
leaf_count=5714 591 130 121 206 23 46 18 62 67 133 38 190 771 26 38 73 70 1366 20 1871 30 86 173 45 470 185 33 21 350 61
internal_value=-0.000215181 0.00175016 0.000494881 0.00449371 0.011451 -0.0037809 -0.00168866 -0.00151274 -0.012812 0.000915773 7.27867e-05 0.00297407 0.000921714 -0.00150975 -0.00117739 0.0100509 0.00987694 0.00322604 0.00300748 -0.00182411 0.000919061 -0.00172156 0.00099228 -0.00392352 0.00331865 -0.00717462 0.00783007 -0.000839509 0.00201873 -0.00226899
internal_weight=3212.16 1376.34 944.306 432.036 66.5768 16.7055 1835.82 1807.25 28.5727 914.894 774.452 273.348 226.894 501.104 494.787 26.9393 32.5294 365.459 194.264 467.848 11.9382 1774.72 354.091 113.735 240.356 89.0965 24.6388 16.4315 218.988 102.048
internal_count=13028 5643 3872 1771 275 69 7385 7270 115 3751 3160 1114 924 2046 2020 111 132 1496 791 1909 48 7138 1424 457 967 358 99 66 881 411
is_linear=0
shrinkage=0.0193364
Tree=52
num_leaves=31
num_cat=0
split_feature=56 34 132 126 145 56 102 4 90 56 124 94 131 149 46 3 50 31 145 126 52 131 146 26 2 149 2 47 28 27
split_gain=23.9313 9.24855 11.0644 12.5035 9.97171 8.54043 8.52975 8.96095 11.4421 10.4321 9.33629 9.16686 8.98183 8.77297 8.61168 8.48927 11.1877 10.2601 11.2647 9.41753 9.01824 8.73866 8.36588 8.23483 8.50813 8.19765 7.2773 7.2423 7.00224 6.82151
threshold=1.7650000000000003 8.3450000000000006 2.6125000000000003 2.0500000000000003 0.18295000000000003 1.2950000000000002 2.4740000000000006 1677.8241879837392 -0.021249999999999946 2.3950000000000005 2.1000000000000005 14.550000000000002 2.7890000000000001 0.4915268008449985 5.205000000000001 1694.015906424924 1.4750000000000003 0.098833265499932169 0.18735000000000004 1.1835000000000002 3.3650000000000007 0.58550000000000002 0.028450000000000007 0.60050000000000014 235.09037885407488 0.54246508583276387 280.07371924729529 1.5350000000000004 5.2928571428571436 0.6685416666666667
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 -4 5 -3 7 9 -9 11 -10 13 26 -2 -8 16 20 -17 -19 -20 22 -21 29 24 -15 -25 27 -13 -5 -1
right_child=6 4 3 28 -6 -7 14 8 10 -11 -12 12 -14 23 -16 17 -18 18 19 21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015126069426390967 0.010585229421087732 -0.020187541734822696 -0.010555269558902234 0.021433216958705741 -0.022262286643893875 0.013579304921710757 -0.019934725182397913 -0.016180527144676056 0.020456108901150571 0.005972369429513266 0.0037485131743412079 0.00078338029495357325 -0.025063720338282861 -0.0019116547697498269 0.011062156069005295 -0.01215250496406048 -0.0098286760610442545 0.033903121698136369 0.020204607018128092 -0.021423342336000659 0.022618933923492669 0.006025149804785631 -0.022908981579347416 -0.00093305994081687902 -0.016993127224947058 0.026298681966814254 0.020835253704653913 0.0049971095441382098 -0.0066700670255260709 -0.018929195216055135
leaf_weight=1640.4240943938494 22.129722759127617 4.4796150624752062 8.4335297644138318 20.093702003359798 16.610118523240089 7.4575981795787811 12.735360369086267 5.822294980287551 26.091719895601273 173.85971599817276 24.032958880066872 438.76591330766678 4.4562193453311911 390.49043643474579 4.5425539165735236 9.1902298629283887 64.279480487108231 6.4464442133903495 11.424023151397703 5.9574875831604031 5.7214647531509391 15.907880768179892 6.9155898690223685 9.1091688871383685 14.503251180052755 7.5572047382593146 7.9663680195808402 233.78614002466202 3.9648311138153067 8.4484585374593717
leaf_count=6597 89 18 34 82 67 30 52 24 108 734 100 1802 18 1588 19 37 259 26 46 24 23 64 28 37 59 31 33 949 16 34
internal_value=-0.000211021 -0.00165606 -0.00148351 0.00969738 -0.0125757 0.000901288 0.00171701 0.00188875 0.00946628 0.00156324 0.0124473 0.000884052 0.00228668 -0.00128074 -0.0117818 -0.00168827 -0.00191347 0.00625393 0.010513 0.00597883 -0.0016072 -0.00145354 -0.00169099 -0.0019037 -0.00245201 0.0114149 0.00246598 0.00224821 0.0167994 -0.00160192
internal_weight=3211.6 1835.75 1807.21 32.4921 28.5473 11.9372 1375.85 1358.57 55.947 1302.62 50.1247 1128.76 684.975 443.79 17.2779 1774.72 1725.79 48.9261 39.7358 33.2894 1661.51 21.8654 1655.79 421.66 404.994 16.6664 680.518 672.552 24.0585 1648.87
internal_count=13028 7385 7270 132 115 48 5643 5572 232 5340 208 4606 2802 1804 71 7138 6941 197 160 134 6682 88 6659 1715 1647 68 2784 2751 98 6631
is_linear=0
shrinkage=0.0193364
Tree=53
num_leaves=31
num_cat=0
split_feature=56 85 102 130 97 98 101 56 34 89 56 123 26 0 40 123 29 31 130 45 29 38 119 22 56 89 42 141 55 0
split_gain=23.0193 12.4165 9.93517 9.29114 9.33885 9.21759 9.42955 8.98343 8.90696 8.42388 8.36965 9.79023 8.89898 13.4899 8.35376 8.92407 8.17778 12.7214 8.16446 7.94786 7.72851 7.88276 7.63053 7.59365 10.5496 10.6034 10.4991 9.6574 9.47289 8.86288
threshold=1.7650000000000003 0.24397849462365598 2.4740000000000006 0.95000000000000007 2.5000000000000004 0.71008403361344552 2.1000000000000005 2.7050000000000005 8.3450000000000006 0.090000000000000011 1.8250000000000004 1.0955000000000001 0.43894444444444453 1398.7907446582437 3.4850000000000008 2.3415000000000004 3.3875000000000006 0.36425061425061428 4.2680000000000007 1.1650000000000003 4.2928571428571436 0.24127714511317527 2.3665000000000007 0.33166666666666672 1.675 0.35000000000000003 4.5150000000000006 0.99750000000000016 1.6650000000000003 1583.3587238421458
decision_type=2 2 2 2 2 2 2 2 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 14 7 9 -7 19 18 -3 11 -6 13 -12 16 -16 17 -2 23 -5 -18 -22 -13 -1 25 26 -25 29 -26 -27
right_child=1 5 -4 4 10 6 -8 -9 -10 -11 12 22 -14 -15 15 -17 20 -19 -20 -21 21 -23 -24 24 28 27 -28 -29 -30 -31
leaf_value=-0.0021457714976144521 -0.022763592476987143 0.012166168280595446 -0.013665493303718822 -0.0002852797389252671 0.018844018325212451 -0.0048354283884638489 0.025889884955150794 0.0069835857690562896 -0.01234594139753979 -0.01944959487447312 -0.024883772862593384 0.0073122386364149142 0.0039619849529215056 -3.3947921823934913e-05 -0.016933487662914831 0.014551172160801283 0.012206846122256242 0.015929813074372849 0.023433312609259929 -0.02484509814015393 0.02347710737954229 -0.0058668671833139695 -0.013056946931691564 0.00030276977720289307 0.0045815351400445934 0.0074727160340815439 -0.0086113586397508317 -0.013985649291550542 0.023794817962183162 0.033405818885461569
leaf_weight=1445.9861772656441 11.604068130254744 3.625750511884692 14.875174045562742 388.23769715428352 27.347176074981689 19.099746331572536 4.6383340060710898 68.648730769753456 28.516961589455605 23.864682272076607 9.358755409717558 87.838632076978683 551.8551864027977 64.051673993468285 23.772821977734569 3.9165223240852347 22.695219054818153 4.3695880174636832 4.9109640866518012 4.9864139556884757 3.8718726485967627 29.283869072794914 7.4553862810134879 166.83231817185879 58.848209723830223 36.549302816390991 70.174913167953491 6.7139084935188285 11.46375513076782 5.6945066303014746
leaf_count=5817 47 15 61 1587 111 78 19 290 115 98 38 355 2275 262 96 16 92 18 20 20 16 119 30 671 237 147 282 27 46 23
internal_value=-0.000206949 0.00168442 0.00204582 0.00222439 0.00269159 -0.00765566 0.0011691 0.000529586 -0.00162409 -0.0152769 0.00402667 0.00864554 0.00312059 -0.0032037 -0.00345468 -0.012477 2.3288e-05 -0.0121747 -0.00145485 -0.000597074 0.00351343 -0.00243641 0.00571768 -0.00152274 0.00100575 -0.000644013 -0.00233647 0.00754782 0.00771588 0.0109723
internal_weight=3211.09 1375.4 1324.17 1309.29 1209.78 51.2285 23.7381 461.873 1835.69 27.4904 747.907 122.641 625.266 73.4104 99.514 27.6893 71.8246 15.9737 1807.17 393.224 55.851 33.1557 95.294 1802.26 356.277 285.965 237.007 48.9577 70.312 42.2438
internal_count=13028 5643 5433 5372 4968 210 97 1897 7385 113 3071 496 2575 300 404 112 292 65 7270 1607 227 135 385 7250 1433 1150 953 197 283 170
is_linear=0
shrinkage=0.0193364
Tree=54
num_leaves=31
num_cat=0
split_feature=86 56 110 102 85 134 85 49 92 27 89 50 4 147 0 103 148 106 145 148 56 104 99 27 123 7 56 10 113 111
split_gain=24.1259 19.1796 13.9093 11.3462 10.6672 10.0233 11.5676 10.7665 10.0101 10.4957 9.71305 9.33271 9.50707 9.83141 12.3758 9.82111 11.0008 10.8953 11.3072 8.57167 11.4981 9.74944 8.34824 9.07925 8.79323 23.7297 9.46094 13.0393 9.27075 8.8916
threshold=3.4405882352941179 1.7650000000000003 12.65 2.1810000000000005 0.24397849462365598 0.094500000000000015 -1.0000000180025095e-35 1.5150000000000003 0.14624999999999996 0.52118055555555565 0.05000000000000001 1.3350000000000002 1339.1277851441771 0.44067136878457086 1728.9759753190149 1.7085000000000001 0.24185130950380487 0.52250000000000008 0.17645000000000002 0.24269371034620571 2.0750000000000006 0.27550000000000008 0.63397129186602885 0.59763888888888894 1.5750000000000002 -6.1303887250539892 1.5650000000000002 3.1083333333333338 0.59050000000000014 1.1500000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 -3 -4 -7 -8 9 -5 -2 22 -13 14 -14 17 -17 18 -15 20 -9 -21 23 24 26 28 27 -1 -26 -28
right_child=10 2 5 8 -6 6 7 19 -10 -11 -12 12 13 15 -16 16 -18 -19 -20 21 -22 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.0043281006981765171 0.024089559601241334 0.00067862694796257648 0.0067637641529286509 -0.031671671119924132 -0.010299844471150925 -0.020246998223675837 -0.028059632684629354 -0.013523504560815636 0.0061398932742405977 -0.0010535297044594388 0.0064176138106315263 0.01919756607287176 -0.0051215193266657888 0.011765253097067359 0.019423388811323831 0.028813466005568094 -0.01294417214433837 -0.018790832984661169 -0.011618675780085953 -0.019099196262650463 0.010444860184608232 0.0058040997157106601 -0.0025342788494676317 0.011634896583982306 0.00062108444001433046 0.013558381491861036 -0.011114662345211994 0.025322385424734497 -0.015654544689658111 0.0030563659939322032
leaf_weight=273.41444407403469 13.078676342964171 822.87213051319122 236.92370495200157 11.553945794701582 34.474214732646942 9.2779780030250532 4.3770617991685858 23.799085035920143 7.3705576658248892 6.5689634382724753 104.94928258657455 5.2161036431789389 37.772700518369675 10.708243206143377 9.6372128278017026 4.7066496610641462 4.7202199250459671 50.14815990626812 27.77538275718689 6.1387327760457984 10.90962605178356 136.11885461211205 983.04246623814106 25.349920272827148 68.588701978325844 58.114745274186134 18.197046130895615 5.656258523464202 16.165304139256477 182.97387644648552
leaf_count=1100 56 3370 972 47 140 38 18 97 30 27 438 21 152 43 39 19 19 202 112 25 46 559 3947 102 277 235 73 23 65 736
internal_value=-0.000202948 -0.000530425 0.00124542 -0.000140893 0.000237078 0.00410812 0.000807076 0.00188492 -0.0128523 -0.0205788 0.00837695 -0.00183617 -0.00644049 -0.0073606 -0.000130003 -0.0108558 0.00790231 -0.0128518 -0.00511018 0.00262641 -0.00598802 0.00472865 -0.00141088 0.000292082 -0.00016936 0.0040419 -0.00142231 -0.00372664 -0.00248314 0.00177409
internal_weight=3210.6 3092.57 1310.38 882.84 857.346 427.545 190.621 181.343 25.4935 18.1229 118.028 1782.19 150.685 145.469 47.4099 98.0587 9.42687 88.6318 38.4836 176.966 34.7087 142.258 1631.5 648.46 623.11 142.869 480.242 279.071 84.754 201.171
internal_count=13028 12534 5369 3614 3510 1755 783 745 104 74 494 7165 607 586 191 395 38 357 155 727 143 584 6558 2611 2509 577 1932 1123 342 809
is_linear=0
shrinkage=0.0193364
Tree=55
num_leaves=31
num_cat=0
split_feature=56 115 127 26 7 7 38 134 47 100 40 142 47 104 130 118 149 142 49 130 119 133 95 137 127 137 145 56 49 97
split_gain=16.1202 11.5049 9.04612 10.1952 9.32921 11.8176 10.2903 10.4807 9.01761 8.99659 8.62088 7.85611 7.7033 10.6269 10.0305 7.56433 9.23255 7.6321 7.55752 7.51126 11.7456 10.1798 10.1559 9.89436 9.17543 8.60702 8.19961 7.46506 7.44202 7.31829
threshold=2.0450000000000004 1.1835000000000002 1.6835000000000002 0.39050000000000007 7.8882718727546726 3.0404369353992711 0.28269553210193693 0.49450000000000005 1.5250000000000001 2.4500000000000006 2.3750000000000004 -2.0499999999999994 2.4550000000000005 0.25050000000000006 1.2930000000000004 0.22500000000000003 0.48455842601173932 1.7355000000000003 2.8950000000000005 1.8820000000000003 2.1000000000000005 1.5635000000000001 11.25 3.9500000000000006 1.4720000000000002 10.050000000000002 0.72725000000000006 2.4550000000000005 2.2050000000000005 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 12 -7 10 11 -3 -8 27 15 14 -14 16 -1 -17 -11 20 21 -6 23 -21 -23 28 -25 -2 -24 -13
right_child=8 9 3 -5 19 6 7 -9 -10 18 -12 29 13 -15 -16 17 -18 -19 -20 22 -22 24 25 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0071795729971189564 0.028275785268118424 0.0010812437327573914 -0.014613591351126665 0.0013749259886114223 -0.0030371478396544406 -0.0011482307628173708 0.0023891573652631173 -0.010798514760955882 -0.023900681879143466 0.018436892885044669 0.018527715952427332 0.00069927780250776856 0.012920789842537174 -0.018425394716214152 -0.024274550168874819 -0.0022512925057298423 0.01918450210865081 0.006253054558485913 -0.0077371227047712855 -0.013334712840206693 -0.031250779601936195 -0.016303442169474172 -0.014855551908649692 0.0010566481929838248 -0.004202855165529657 -0.023178782923256307 0.025734781717017072 0.0025544372279683179 0.0048497963077681269 0.0051693389322228006
leaf_weight=7.7178285419940975 8.8936817348003405 625.95882515609264 15.398425608873366 468.11184686422348 172.40106092393398 61.400693446397781 18.862805306911469 7.924091860651969 4.6588153541088095 19.640854731202129 36.031251862645149 305.62327106297016 10.113029465079306 23.441141918301582 3.6990060359239569 765.34345133602619 13.908565878868101 41.594189628958702 5.2155917733907691 17.803560018539429 6.9750611931085578 52.70455439388752 13.387588635087015 154.57711264491081 42.208593532443047 13.180609971284865 5.2002272158861151 8.033643960952757 15.406556665897368 248.15468555688858
leaf_count=31 37 2530 62 1889 694 248 76 32 19 80 145 1271 41 95 15 3083 56 169 21 72 28 212 54 624 170 53 21 34 62 1038
internal_value=-5.01152e-05 -0.00069414 -0.00143137 0.000865527 -0.00217983 -0.00109691 0.0044803 0.00998239 0.00288043 0.0015344 0.0129836 0.00309929 -0.00189715 -0.0104986 0.00295208 -0.00151031 0.00977398 -0.00181284 0.0129425 -0.0043507 -0.0064843 -0.00583746 -0.00168491 0.000336763 -0.0109231 -0.0102384 0.00186072 0.0160747 -0.004311 0.00270248
internal_weight=3193.57 2618.21 1967.39 483.51 1483.88 990.036 124.219 62.8181 575.364 650.815 54.8941 570.705 865.817 37.2532 13.812 828.564 21.6264 806.938 24.8564 493.845 274.289 267.314 219.556 177.581 94.9131 41.9748 159.777 16.9273 28.7941 553.778
internal_count=12962 10563 7932 1951 5981 3991 501 253 2399 2631 221 2380 3490 151 56 3339 87 3252 101 1990 1104 1076 886 717 382 169 645 71 116 2309
is_linear=0
shrinkage=0.0193364
Tree=56
num_leaves=31
num_cat=0
split_feature=86 94 93 120 24 11 44 145 92 27 101 99 4 35 102 4 99 37 5 147 1 19 37 146 119 136 132 99 51 31
split_gain=29.1234 18.1094 14.9865 11.8019 11.1011 10.7418 14.4124 10.8772 12.2289 11.9322 11.8574 10.8931 10.6557 10.3933 10.0586 9.98019 9.61288 10.7712 9.60007 9.30333 13.4139 12.5895 9.18993 11.7924 14.7747 11.5549 11.413 9.53584 9.15514 9.05622
threshold=3.4405882352941179 14.550000000000002 1.0000000180025095e-35 1.4145000000000001 0.77500000000000013 1.1083333333333336 7.0750000000000011 0.44755000000000006 -0.15374999999999991 0.46527777777777785 0.90000000000000013 0.77525252525252542 1608.8814192011966 5.745000000000001 1.0615000000000003 1588.018628389206 0.70294117647058829 0.55681378529738723 1481.9703486673575 0.44999350484366735 1457.2650610869002 1.0000000180025095e-35 0.44281453657787723 0.0070500000000000016 0.55000000000000016 2.9500000000000006 0.47200000000000003 0.36931818181818182 1.1950000000000001 0.69631093544137035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 29 -1 6 18 8 14 10 -9 -10 19 -2 -8 -7 22 -18 -4 -6 -21 -22 26 25 -25 28 -5 -27 -24 -3
right_child=13 3 5 16 12 15 7 9 11 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 20 21 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0013387224040301772 0.011042417522952911 -0.00057244522695854201 0.0045083299839393928 -0.030811423661281024 0.011612098209664048 -0.0028878643885700702 0.030489614032863405 0.014275657770824264 -0.0011704804617200819 0.011748541899143514 -0.020050161840407938 -0.022377108768690888 -0.0084424405589772211 -0.013043489038584417 -0.0074586574269556241 0.0087853164417350232 0.001681281668085962 -0.010662912904047153 -0.011998010446063792 0.012228315161000784 -0.016485181309224613 0.0022268113433876356 -0.034279093927493669 0.029639657986472934 -0.0094971105546912925 -0.0075462866352563832 0.0021844929482751946 0.010118313683439125 0.0067233199933254047 0.023010840589820027
leaf_weight=619.6930890828371 107.12370933592319 873.26735663414001 14.437214672565458 3.972552001476287 62.507238671183586 428.88658866286278 4.983720123767851 5.7262510657310512 16.149451658129692 33.546133920550346 10.95165206491947 20.632397621870041 22.532882377505302 7.1403875648975363 5.4766856580972672 29.247286587953568 98.835137158632278 36.070705249905586 149.87016630172729 33.331621989607811 18.242472603917122 51.06391903758049 4.1756769418716413 4.151767477393153 27.290429279208183 12.086210265755652 274.15430662035942 207.48138336837292 3.9651624113321304 6.1272132843732825
leaf_count=2516 451 3532 58 16 253 1728 20 23 65 135 44 83 92 29 22 118 402 146 604 137 75 210 17 17 111 49 1120 848 16 25
internal_value=-4.91425e-05 -0.000404916 -0.00189964 0.00106637 -9.08758e-05 -0.00392809 -0.00705285 -0.0011613 -0.00782175 0.00510283 -0.00826105 -0.0130685 0.00402906 0.00953648 0.0106208 -0.00214247 0.00299528 -0.00161909 -0.0105473 0.00573116 0.00214885 -0.00269834 0.00415401 0.0067739 -0.00432489 0.0083067 0.00171263 0.00914562 -0.0143077 -0.000407976
internal_weight=3193.12 3078.86 1527.28 1551.58 807.371 719.908 261.774 97.4663 47.2423 50.224 16.6779 36.7818 187.678 114.264 10.4604 458.134 672.183 134.906 164.307 165.145 102.638 69.3064 537.277 259.151 31.4422 227.708 278.127 219.568 8.14084 879.395
internal_count=12962 12482 6183 6299 3283 2900 1054 392 190 202 67 148 767 480 42 1846 2742 548 662 675 422 285 2194 1058 128 930 1136 897 33 3557
is_linear=0
shrinkage=0.0193364
Tree=57
num_leaves=31
num_cat=0
split_feature=86 94 110 78 145 56 48 48 35 49 151 131 143 4 44 5 122 135 90 136 21 93 44 34 121 149 26 34 3 131
split_gain=28.0657 17.4172 15.869 10.6543 11.3159 11.0641 11.7307 10.6003 10.0137 9.88917 9.88496 11.0466 9.21357 8.91215 8.88689 11.578 8.54932 13.3756 8.51137 9.80988 9.45817 8.39394 8.3746 8.33912 11.718 8.27972 8.0091 7.91264 10.0396 8.77047
threshold=3.4405882352941179 14.550000000000002 2.0500000000000003 1.1083333333333336 0.82585000000000008 2.0850000000000004 2.0750000000000006 4.3600000000000003 5.745000000000001 2.8650000000000007 0.92500000000000016 0.68350000000000011 -0.27149999999999996 1596.7810633160386 6.8450000000000006 1481.9703486673575 1.9260000000000004 -0.21099999999999999 0.34125000000000011 2.9500000000000006 0.30785714285714288 22.050000000000004 12.225000000000001 3.0650000000000004 0.78900000000000015 0.52223612762013494 0.49050000000000005 6.3350000000000009 1374.8647730703497 2.6460000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 6 13 22 -2 -3 11 -11 -6 21 15 -4 17 -16 19 20 -12 -5 27 26 -25 -17 -21 29 -29 -1
right_child=8 9 3 5 12 -7 -8 -9 -10 10 18 -13 -14 -15 16 25 -18 -19 -20 23 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-8.2260937487266438e-06 0.010854301494985178 0.0021531779133317349 0.0038899861596224166 -0.0043033040349566799 -0.0217062644693721 0.008615337753981071 -0.011855103476074817 -0.030751018556896985 -0.012776811099219911 -0.015002928711000585 0.033800724728121539 0.018204545840055798 0.0067429628377553546 0.010797672602582934 0.014465406933350822 -0.011523912443860772 -0.01977681333962767 -0.0063446584823626728 -0.026819677369339056 -0.0037328484221399939 -1.7804530359707951e-05 0.0036533086928198875 -0.027191119186698677 0.019923708767431117 -0.010987702945782362 -0.023729590909190832 0.0015893823970251362 0.01656516327481096 -0.016171947444706927 0.0098455368412257802
leaf_weight=820.04478260874748 106.87548668682575 1024.4184473305941 13.689211472868918 247.12568016350269 4.9688095450401297 31.833700254559517 51.254120573401451 4.2203653603792182 7.148466244339942 4.7173113822937038 5.7197579294443113 18.108301445841789 29.536995977163315 19.413436889648438 14.903248831629751 71.920008406043053 11.411203429102896 51.244467467069626 4.9783720821142188 197.74648779630661 6.7189971059560776 62.005006566643715 4.2255083024501792 4.9837041646242133 56.779380291700363 29.250057891011238 227.13535334169865 4.2092348784208324 20.748362720012665 35.219399571418762
leaf_count=3330 451 4181 55 993 20 132 207 17 29 19 23 73 119 78 60 290 46 206 20 795 27 249 17 20 228 118 913 17 84 145
internal_value=-4.81721e-05 -0.000397108 -0.00186297 -0.0041882 -0.00755225 -0.0023335 -0.00325141 -0.000192093 0.009372 0.00104596 -0.00110668 0.0113381 0.00264298 -0.00190893 -0.00938081 -0.0127957 -0.00432253 -0.0016548 -0.0016704 -0.00141924 0.0155344 -0.00270719 -4.60902e-05 -0.00185279 -0.0084916 -0.015054 -0.000887557 8.42739e-05 -0.010647 0.000397529
internal_weight=3192.55 3078.53 1527.22 638.556 226.924 411.632 379.798 888.668 114.024 1551.31 526.888 22.8256 34.5058 328.544 192.418 114.859 77.5589 66.1477 504.062 499.084 12.4388 309.131 884.447 486.645 61.7631 101.17 424.882 880.222 24.9576 855.264
internal_count=12962 12482 6183 2573 914 1659 1527 3610 480 6299 2118 92 139 1320 775 463 312 266 2026 2006 50 1242 3593 1956 248 408 1708 3576 101 3475
is_linear=0
shrinkage=0.0193364
Tree=58
num_leaves=31
num_cat=0
split_feature=86 94 136 110 24 4 120 31 146 147 11 4 144 31 145 86 40 102 29 29 7 145 98 91 102 135 40 29 5 79
split_gain=27.2054 15.4633 14.8797 15.497 12.5498 12.1742 9.85831 10.6361 10.2957 9.58842 9.46875 11.577 10.5063 9.39397 10.5895 10.6083 9.35033 9.30742 9.10834 11.8737 9.05316 9.03567 9.70786 9.05625 8.98362 9.34482 8.8658 8.86223 11.5086 11.4984
threshold=3.1519230769230773 14.550000000000002 2.8500000000000001 2.0500000000000003 0.77500000000000013 1608.8814192011966 1.4365000000000003 0.69631093544137035 0.0081500000000000027 0.44999350484366735 1.1083333333333336 1600.0450495535808 -0.0062499999999999995 0.22654088050314461 0.16865000000000002 2.8505319148936175 2.4550000000000005 0.66350000000000009 5.3875000000000011 5.1833333333333345 -20.838495801436235 0.82585000000000008 0.72474747474747481 -0.066249999999999934 1.8335000000000001 -0.061999999999999993 4.8950000000000005 6.0500000000000007 1512.1541501915983 2.8926493192797547
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 7 18 -8 16 12 -12 -5 14 -10 -16 -6 -13 19 24 -2 23 -23 -14 26 -26 -3 -20 29 -29
right_child=20 6 3 10 5 -7 8 -9 13 -11 11 17 21 -15 15 -17 -18 -19 27 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.013059962588546825 -0.002133919118279422 -0.00026156385651399219 -0.0017570221254164878 -0.034241981864660112 0.0050366416257202591 -0.009961605465184209 0.0034802424758531444 0.025414786707356463 -0.027037568220308155 0.0020823285504980244 -0.0035538404486962208 -0.011293943463162074 -0.019191865822199925 -0.022128672907426865 -0.0029637080028051019 0.020886494563777374 0.020216999958358097 0.018542876954552884 0.0069682568902084251 -0.01168752599823545 0.0079055002215525621 0.008856221610052728 -0.013939915786276597 -0.0070065684895868913 0.00071367455293997253 -0.031812147766647321 -0.012800543460521598 0.0021350144284667922 0.018460846877050678 -0.015560130779462727
leaf_weight=24.262096717953682 40.371880397200584 597.59073071181774 660.14829272031784 5.4709716439247122 34.280556336045265 20.830327838659286 570.14382834732533 5.8664143979549399 5.4421103149652472 101.44715932011604 367.93192188441753 5.1823546439409283 26.832532092928886 9.8751607239246351 37.435146480798721 8.564753904938696 27.232617184519768 15.859926506876944 100.28047655522823 41.75361080467701 199.48147594928741 23.586789265275002 9.9182853996753675 152.15346327424049 6.1369091272354126 7.1396104246377927 21.851404637098312 32.163050830364227 8.7159645557403547 23.947694212198257
leaf_count=98 167 2412 2677 22 139 85 2326 24 22 417 1482 21 108 40 152 35 110 64 407 169 831 95 40 613 25 29 88 130 36 98
internal_value=-4.7237e-05 -0.000556105 -0.00195642 -0.0022076 -0.0005128 0.00395593 0.000842503 -0.000522752 0.00267048 0.00573542 -0.0045641 -0.00275594 -0.00779061 -0.00485787 -0.00154014 0.00147718 0.0117588 0.0111915 -0.000704155 -0.00170068 0.00621546 -0.00710876 0.00210575 -0.00883395 -0.00104149 -0.0167776 -0.000704042 0.00336633 -0.00220479 -0.00541678
internal_weight=3191.9 2952.04 1475.14 1450.88 843.939 183.791 1476.91 845.446 631.461 162.96 606.936 388.974 217.962 61.3172 51.442 45.9999 61.5132 21.0423 839.579 674.472 239.853 212.491 33.5051 178.986 632.719 13.2765 619.442 165.107 64.8267 56.1107
internal_count=12962 11964 5971 5873 3428 751 5993 3418 2575 666 2445 1567 878 249 209 187 249 85 3394 2723 998 856 135 721 2554 54 2500 671 264 228
is_linear=0
shrinkage=0.0193364
Tree=59
num_leaves=31
num_cat=0
split_feature=56 115 2 143 100 4 120 137 147 130 141 52 4 26 133 89 53 137 93 26 104 145 104 106 26 45 38 4 103 18
split_gain=14.74 10.7856 9.82426 10.3266 8.56925 8.38965 8.65293 8.65872 8.54061 8.26246 8.28768 9.91755 11.6966 9.73111 12.2143 8.81335 8.39475 8.12468 9.44989 7.40281 10.8717 9.29378 8.40203 7.50396 7.37566 9.09054 8.368 7.41326 11.1319 7.32851
threshold=2.0450000000000004 1.1835000000000002 -118.18740130543641 -0.090499999999999983 2.4500000000000006 1475.3613856574909 0.78900000000000015 9.1500000000000004 0.39965962962395968 4.1550000000000002 -0.92399999999999993 3.0650000000000004 1470.8147644495282 0.44211111111111118 2.6460000000000004 0.51000000000000012 3.5250000000000004 3.9500000000000006 15.900000000000002 0.42950000000000005 0.41150000000000003 0.16775000000000004 0.64450000000000018 0.47750000000000009 0.49612500000000009 1.1250000000000002 0.30668623226754971 1384.9068904217017 0.83950000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 -3 -7 10 11 13 -13 14 15 -1 -12 29 -19 20 -10 -21 -22 -23 25 -8 -27 28 -26 -15
right_child=2 4 3 -5 -6 8 24 -9 19 -11 16 12 -14 17 -16 -17 -18 18 -20 21 22 23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-0.0061835064981183721 -0.0023644417076186305 -0.00156078681380677 0.00098016187879650476 0.0067686775764579229 0.012645385392678857 0.013116047249541294 -0.011773842598325918 -0.027086513736078358 -0.014552574351701502 0.020201980579857164 -0.0017296787876670422 -0.024616482745793599 0.0034072798367157232 -0.015087874497007166 -0.032059547327138345 0.012503780717965787 -0.0094396886316622988 0.0023234695967943612 0.011032288578586492 0.01479443971036103 0.012423366494067528 -0.0031773259111366916 -0.0083150777434541703 0.003722276249069764 0.025681901518919775 -0.0032236502495529493 0.017647050896904413 -0.00018318917935537397 -0.001539782187811567 0.010886418667338424
leaf_weight=39.268151417374611 112.53339041769505 9.9479387402534503 220.43604055047035 241.4991832524538 24.7907994389534 26.981476336717606 39.667858853936195 9.9332078397274 23.802410632371902 6.6087014973163596 1605.3219062387943 11.375153988599779 10.899265646934508 13.925487190485002 5.4742947071790686 12.416205823421476 54.597624689340591 127.35146944224834 73.474531546235085 22.96405491232872 16.100420936942104 77.581101715564728 13.361666142940519 245.14495193958282 11.616251096129419 36.28374682366848 8.9515967667102796 72.453781753778458 10.864958867430685 5.7277743667364112
leaf_count=158 468 40 921 1010 101 109 161 40 96 27 6474 46 44 56 22 50 222 513 297 93 65 313 54 993 47 146 36 293 44 23
internal_value=-4.63102e-05 -0.000662036 0.00275842 0.00400653 0.00149635 0.00105444 -0.00221535 -0.0143193 0.00258775 -0.001376 -0.00144883 0.00150927 -0.0109034 0.00250542 -0.00460377 -0.00169269 -0.00198332 0.00434874 0.00551009 0.00187548 -0.00483415 0.00290949 0.00301648 0.00206349 -0.000876708 -0.00501762 0.000906411 0.00282615 0.0125255 -0.00751471
internal_weight=3191.36 2616.89 574.469 461.935 650.446 625.655 199.719 19.8811 425.936 1966.44 1959.83 299.912 22.2744 277.638 57.1587 51.6844 1659.92 220.479 200.826 398.955 53.2645 345.69 29.4621 322.726 179.838 84.9032 45.2353 94.935 22.4812 19.6533
internal_count=12962 10563 2399 1931 2631 2530 807 80 1723 7932 7905 1209 90 1119 230 208 6696 889 810 1614 215 1399 119 1306 727 343 182 384 91 79
is_linear=0
shrinkage=0.0193364
Tree=60
num_leaves=31
num_cat=0
split_feature=54 23 94 40 9 9 130 39 38 37 136 93 28 6 85 138 133 4 126 29 104 9 94 144 85 85 120 119 28 29
split_gain=22.6867 14.2927 12.8208 11.2289 11.4421 10.9491 10.6593 9.99236 9.53114 12.314 10.9808 9.48119 9.62623 9.48803 9.13576 9.02697 10.8708 8.89768 11.7212 10.0776 11.5988 8.79146 8.57215 8.55323 8.5843 8.50407 9.17442 15.119 9.39181 9.65872
threshold=1.2450000000000003 3.5500000000000003 14.550000000000002 3.7050000000000005 0.27619047619047621 2.7928571428571431 0.7320000000000001 0.1198556163692447 0.27122158910857125 0.48181480985965669 15.850000000000003 14.550000000000002 3.3875000000000006 1484.910861595974 -0.091080139372822291 7.5000000000000009 2.5855000000000006 1543.6294068651328 1.1055000000000004 4.9500000000000011 0.22150000000000003 2.2583333333333337 11.400000000000002 -0.0068499999999999993 -0.13132376395534293 0.27459459459459462 1.0500000000000003 2.4500000000000006 1.9500000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 4 -4 25 11 -8 15 10 14 12 13 -1 -10 23 21 18 -6 20 -20 -17 -15 -9 -25 26 27 -2 29 -28
right_child=1 -3 3 -5 17 -7 7 8 9 -11 -12 -13 -14 22 -16 16 -18 -19 19 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.028831408155328558 -0.0020402525667790068 0.0051553920875635553 -0.013246782801169166 -0.0066332436827197501 -0.00081002353756694852 0.0079365061278292761 -0.017405689426782042 -0.022029004185408166 0.0054001923543087237 -0.012611779989421647 -0.0088463096033746871 0.0017945912290139093 -0.025490191240327555 0.0017556252886309603 -0.0026465776517828219 -0.002889172497531164 0.020449954903917371 -0.0014834328793386442 0.018966734938429833 -0.00053551934629906975 0.0060999666131054883 -0.024945662818173342 -0.0242774246106639 -0.015295058686787155 0.0087308520294983594 -0.0076770529148554425 -0.014871052645762198 -0.02596281607569572 0.00074132296422876702 0.010804023399885416
leaf_weight=6.9425133913755408 196.83621133863926 311.75351795554161 20.348252609372139 81.661624357104301 145.6841192394495 71.319059923291206 17.103919863700867 3.9522548466920844 62.251360848546028 52.584664776921272 91.017023980617523 17.598974362015724 19.348746001720428 22.781946688890461 345.54935066401958 74.696349501609802 6.857133448123931 227.79264087975025 33.56597475707531 58.084950909018517 119.39118561148643 7.4264830648899069 5.9634733796119681 5.9733574688434592 79.553409472107887 49.848476335406303 6.0438582003116599 10.396680876612661 960.24957437813282 58.100295662879944
leaf_count=28 797 1287 82 328 586 295 69 16 251 212 366 71 78 92 1391 301 28 918 136 234 481 30 24 24 322 203 25 42 3920 242
internal_value=-0.00013288 0.00142295 -0.00185239 9.6816e-05 0.00100554 0.000562754 -0.00348517 -0.0027974 -0.00245491 -0.00371201 -0.00277362 -0.0105568 -0.0145071 -0.00854908 -0.00141807 0.00142898 -0.00293164 0.00150186 0.0034083 0.00632044 0.00892425 -0.0048854 -0.00364577 0.00576578 0.00705167 0.000152315 0.000469261 -0.0032411 0.00121992 0.00838335
internal_weight=3170.68 1664.55 1506.13 686.529 604.867 1352.79 819.601 746.965 729.861 551.402 498.818 72.6357 55.0367 35.6879 407.801 178.459 88.98 584.519 356.726 211.042 152.957 82.1228 28.7454 89.479 85.5268 1281.48 1231.63 207.233 1024.39 64.1442
internal_count=12879 6811 6068 2765 2437 5524 3303 3010 2941 2220 2008 293 222 144 1642 721 359 2355 1437 851 617 331 116 362 346 5229 5026 839 4187 267
is_linear=0
shrinkage=0.0193364
Tree=61
num_leaves=31
num_cat=0
split_feature=56 130 86 84 120 124 124 3 85 86 30 2 39 46 28 55 104 135 138 3 126 77 100 11 127 30 134 98 86 137
split_gain=29.2513 14.3147 12.2378 12.5224 9.96117 9.03347 8.94021 9.05825 8.48486 10.5734 8.88123 9.37321 8.42733 9.5969 9.76441 11.5608 9.13692 10.5401 9.86615 9.11979 10.5709 10.5402 8.75924 8.58146 11.6435 9.76427 9.88669 8.79688 8.3708 7.94611
threshold=1.8650000000000004 1.2110000000000001 3.1266025641025643 0.013933823529411752 1.7070000000000001 2.2250000000000005 1.6335000000000004 1331.2096695686325 0.3144322344322345 3.8660714285714293 0.077849927849927822 -46.097604870398634 0.70576684462826578 4.785000000000001 5.9500000000000011 1.425 0.91750000000000009 0.29450000000000004 8.5000000000000018 1599.9807587692469 1.6835000000000002 1.5166666666666668 1.7750000000000001 2.4476190476190482 2.3875000000000006 0.28621378621378629 0.69450000000000001 0.68301435406698574 2.4472222222222229 11.950000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 29 -8 9 10 11 -3 13 14 -2 16 -16 18 -18 23 21 -21 -17 25 27 26 -15 -25 -10 -1
right_child=12 8 -4 5 -6 -7 7 -9 28 -11 -12 -13 -14 19 15 22 17 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0036609277633816517 0.0025564635466384226 -0.0051594381794363006 0.0063991437751174116 -0.020122689265447358 0.013592467170956737 0.010192726259417079 -0.0173084978938223 0.001615374770375993 -0.02409441158273502 0.022982080926785223 -0.000377700077717804 0.020824895297901921 -0.014864413374674599 0.014128107043857623 0.0091117974664268186 -0.029809543845791063 -0.03188074817587383 0.01750162988776436 0.0067575873148618638 -0.002450583086798908 0.0072160760114506981 -0.038957379075939685 -0.0067060315694803573 -0.0013126813529609281 0.01766196090039774 -0.019464393870167768 -0.013701677634916839 -0.041687640935072615 -0.0040100409705374779 -0.0090886002631863517
leaf_weight=324.94021688401699 789.17051784694195 7.9595640152692821 42.266865193843842 27.828196972608566 12.166923582553862 4.229681745171546 10.201118409633635 129.12784498929977 10.193112552165983 7.4038561880588523 1385.1925708651543 14.895657151937483 10.249611422419546 95.901409685611725 23.418222069740295 9.5857548266649264 7.7169928550720197 3.8467442244291297 3.6294651031494141 8.3567177951335889 19.273623630404472 4.5759444385766974 17.065781444311142 4.552503436803816 5.2502186298370352 3.6422267705202094 5.0182197391986838 3.6242995113134384 32.500024557113647 146.27859878540039
leaf_count=1307 3253 32 173 112 49 17 41 519 41 32 5580 60 42 404 97 39 32 16 15 35 82 19 70 19 22 15 21 15 132 588
internal_value=-0.000130328 -0.00140496 -0.00368422 -0.00433523 -0.00372833 -0.0161206 -0.00407366 0.000229066 -0.000315355 -5.91388e-05 -0.00018039 0.011774 0.0025764 0.00275444 0.00196198 -0.00522561 0.00153477 -0.0101402 -0.0195186 0.00726215 -0.00185626 -0.0153789 -0.0150205 0.00975152 -0.00479704 0.0116203 0.0127433 -0.0192253 -0.00880807 -0.00534598
internal_weight=3170.06 2155.18 697.039 654.773 622.715 32.0579 610.548 139.329 1458.14 1415.45 1408.05 22.8552 1014.88 1004.63 854.433 65.263 38.6114 15.1932 11.3465 150.195 32.2063 12.9327 26.6515 117.989 13.427 104.562 100.92 8.1768 42.6931 471.219
internal_count=12879 8683 2806 2633 2504 129 2455 560 5877 5704 5672 92 4196 4154 3522 269 160 63 47 632 136 54 109 496 56 440 425 34 173 1895
is_linear=0
shrinkage=0.0193364
Tree=62
num_leaves=31
num_cat=0
split_feature=54 86 85 55 21 98 111 36 106 9 150 27 6 90 6 148 7 149 124 28 132 48 96 136 84 112 31 122 31 98
split_gain=21.1335 14.6513 12.6427 12.4836 10.1112 9.9456 12.8391 19.4673 14.7187 12.6783 11.4902 10.7239 11.0104 10.2419 9.70905 9.4974 12.6485 9.21871 8.74122 8.63762 12.1278 8.46239 8.37027 11.8231 9.50915 16.2734 12.9328 9.47033 11.0807 9.03251
threshold=1.2450000000000003 2.6023255813953496 -0.27857142857142853 1.3050000000000004 0.30785714285714288 0.65108695652173931 9.4500000000000011 2.0650000000000004 0.31850000000000006 2.7928571428571431 0.57512710436477132 0.64612500000000006 1530.1210349414503 -0.22208333333333322 1486.7513487451386 0.2510638640346553 44.421952812730076 0.50196630607383896 1.9000000000000001 4.3166666666666673 1.3540000000000003 1.5350000000000004 3.5000000000000004 2.8500000000000001 0.015416666666666601 0.38200000000000006 0.098833265499932169 0.97500000000000009 0.11254139072847681 0.34848484848484851
decision_type=2 2 2 2 2 2 2 2 2 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 21 17 -5 11 9 -8 -9 10 18 12 15 -10 -12 -6 -17 -2 -7 20 -19 -3 23 -1 26 -26 -25 -28 -29 -24
right_child=3 2 -4 4 5 6 7 8 13 -11 14 -13 -14 -15 -16 16 -18 19 -20 -21 -22 -23 29 24 25 -27 27 28 -30 -31
leaf_value=0.018569223364316347 -0.0215994763776081 0.0069138657234609074 0.00062767715222834656 0.0032118887204156195 -0.0019621336239162633 -0.0061701788374472375 -0.018722751914944425 -0.040761877388625863 -0.026589806712026431 0.019485343596662069 -0.0065141243723802972 -0.018333485482172372 0.01229626688418194 -0.0004577733933831478 0.0056723253308297323 0.002243592686407548 0.016701560271009348 0.010776231851587929 0.0034981777607217307 0.010786065363013039 -0.00052610369355502666 0.027731964293295761 0.014092002379856855 -0.00985238480903778 -0.012337529201106682 0.01793091553760498 -0.0063079006542293157 0.0061887309578019436 -0.0021730226177613709 -0.0011035993744771436
leaf_weight=8.6436072289943677 4.6561488360166541 25.08109338581562 249.14743672311306 413.08433876931667 196.48857159912586 151.94300815463066 38.783549219369888 3.7324992269277564 5.9018048644065848 11.812222704291342 30.778946027159691 9.8611629307270032 36.110016465187073 111.32736405730247 118.65993630886078 212.83709512650967 25.313996821641922 52.950111135840416 45.403607979416847 86.286337941884995 107.65440812706947 10.30282525718212 15.140660792589186 98.44604803621769 85.320667669177055 7.1972917765378943 158.07240727543831 71.320799931883812 350.10144825279713 427.03937560319901
leaf_count=35 19 102 1008 1684 801 613 157 15 24 48 125 40 149 453 484 865 103 224 184 367 456 42 61 397 344 29 636 289 1408 1717
internal_value=-0.000127803 -0.00178744 0.00216402 0.0013744 0.000667375 -0.000384783 -0.00224264 -0.00680214 -0.00297921 -0.000211326 -0.000882577 0.00161883 0.00203704 -0.00177458 0.00316193 0.00118448 0.00378083 0.00534299 -0.0039455 0.00585162 0.00320004 0.0129792 -0.00270808 -0.00391406 -0.00416645 -0.00998169 -0.00337273 -0.0022718 -0.000757733 -0.000583062
internal_weight=3169.4 1505.81 284.531 1663.59 1412.04 998.954 518.343 159.745 120.962 358.598 346.785 480.611 470.75 117.229 149.439 434.64 238.151 251.547 197.347 246.891 160.605 35.3839 1221.28 779.102 770.459 92.518 677.941 579.495 421.422 442.18
internal_count=12879 6068 1152 6811 5745 4061 2103 649 492 1454 1406 1958 1918 477 609 1769 968 1066 797 1047 680 144 4916 3138 3103 373 2730 2333 1697 1778
is_linear=0
shrinkage=0.0193364
Tree=63
num_leaves=31
num_cat=0
split_feature=56 115 102 103 111 127 111 55 0 28 30 111 21 122 144 35 99 30 109 78 132 21 104 119 127 29 124 31 137 132
split_gain=27.2978 13.9115 12.1451 12.5831 12.993 11.965 10.9735 10.3531 9.2513 10.5516 11.734 10.5639 9.12421 10.1703 10.153 8.88362 8.8206 8.46281 8.71209 11.8717 9.62145 8.42213 10.8817 8.38107 9.03862 10.3979 9.15408 9.34301 9.07166 9.02404
threshold=1.7850000000000004 1.4145000000000001 1.4515000000000002 0.87750000000000006 22.150000000000002 1.5855000000000004 18.250000000000004 1.6650000000000003 1728.9759753190149 4.4722222222222232 0.14554280670785522 5.4500000000000011 0.33166666666666672 1.0955000000000001 0.0079500000000000022 7.9750000000000005 0.88562091503267981 0.096632710809281264 2.5000000000000004 0.65476190476190488 1.9500000000000002 0.30785714285714288 0.82750000000000001 1.7750000000000001 2.9500000000000006 2.7888888888888892 2.7750000000000004 0.13060200668896318 21.500000000000004 0.23600000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 12 15 -5 9 11 -11 -9 13 -2 17 16 21 -14 20 -20 -19 22 -4 29 26 -26 27 28 -25 -7
right_child=1 -3 3 4 -6 23 -8 8 -10 10 -12 -13 14 -15 -16 -17 -18 18 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0022052989920465201 -0.0068701475146905593 0.0051245911845137293 0.0034130632213100892 0.009438823110537441 0.032774245996248563 0.02985545150342973 -0.021117152894288196 -0.013792220065263336 0.022237819953640416 0.0099612810029049096 -0.021332928533621634 0.017005948965360118 0.018114115098666769 0.0016658011663990674 -0.029569377826530897 -0.025036709113576236 -0.017490747292420724 -0.0062073748646082018 -0.026534396500137121 0.0089219656475030083 -0.025479866099532227 0.0053340030211064841 -0.028303399650902863 0.0026697203247557657 -0.022846967757782527 0.0162967029641671 0.024745032960439013 0.009898801521601646 -0.022755466523322464 0.00033820293501730253
leaf_weight=1641.0732824355364 62.424950048327446 385.93133215606213 9.6693218499422091 77.396523371338844 6.6729680448770514 3.9386576563119879 10.452913686633108 6.4598150253295925 5.213565155863761 5.9687935411930111 17.911138296127319 11.697944566607474 5.8894319385290137 318.17353214323521 6.3475542515516272 5.1911306083202353 8.9142514914274198 74.067874222993851 4.1378270238637951 23.930031463503838 11.142724648118017 76.885217517614365 6.9455763548612586 37.670427098870277 7.680354177951811 3.7836050391197205 11.147934526205061 96.577768042683601 6.0921481400728217 219.27438618242741
leaf_count=6607 253 1597 39 314 27 16 42 26 21 24 72 47 24 1306 26 21 36 303 17 99 46 310 28 155 32 16 47 401 25 902
internal_value=-0.000125331 0.00205729 -0.00160112 0.00237457 0.0064929 0.000730538 -0.00220604 0.00508462 -0.00204657 -0.00506121 -0.0135085 0.00604583 -0.00122527 0.000265568 -0.00574619 -0.000367874 0.000882879 -0.00447595 -0.00565141 0.00369036 -0.00872915 0.00263576 -0.00984572 0.00329397 0.00662797 -0.00992239 0.00788097 0.00654041 -0.000870138 0.000859746
internal_weight=3168.66 1278.21 1890.45 249.379 131.321 892.279 118.058 124.648 47.2513 42.0377 23.8799 18.1578 506.114 380.598 125.515 107.605 102.414 119.168 113.278 28.0679 85.2106 93.5001 16.6149 386.165 162.952 11.464 151.488 140.34 43.7626 223.213
internal_count=12879 5265 7614 1007 531 3668 476 504 190 169 96 73 2074 1559 515 434 413 489 465 116 349 377 67 1594 676 48 628 581 180 918
is_linear=0
shrinkage=0.0193364
Tree=64
num_leaves=31
num_cat=0
split_feature=56 86 85 39 94 144 108 91 130 102 46 103 150 85 28 123 122 1 2 115 30 120 100 120 27 11 11 38 121 146
split_gain=26.3195 13.6802 16.2381 14.0145 12.653 15.8817 12.3038 12.0213 11.6537 13.8697 11.4594 11.2926 11.23 10.7544 10.1344 9.74771 10.3382 11.1382 13.114 11.8724 14.9501 8.92546 10.8139 10.428 8.82901 8.82426 8.56526 10.7735 10.0693 8.5511
threshold=1.8650000000000004 2.6023255813953496 -0.21912280701754386 0.44364091734390515 16.050000000000004 -0.0088499999999999985 3.5000000000000004 0.24916666666666668 1.2110000000000001 1.0105000000000002 4.8450000000000006 0.66750000000000009 0.62017637310606066 0.30762951334379912 5.6125000000000007 1.1465000000000003 1.2425000000000004 1609.9848850434557 -10.320000343347031 2.4500000000000006 0.19702499447024993 1.8945000000000001 2.7750000000000004 1.3875000000000002 0.60683333333333345 1.0333333333333337 2.4476190476190482 0.24127714511317527 2.3875000000000006 0.0056500000000000014
decision_type=2 2 2 2 2 2 2 2 2 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 21 4 5 -4 10 -5 9 -1 24 25 -6 29 26 -8 -17 18 -18 20 -20 23 -23 -3 -2 -7 27 28 -12 -10
right_child=6 2 3 7 12 11 15 -9 13 -11 14 -13 -14 -15 -16 16 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0058096724541613189 0.0018295263358099145 0.0067175846309028312 0.02988258513200974 -0.014258186081486216 0.0070609745390059191 -0.0066765377124666176 0.0069886247795261629 0.017139745026236358 -0.00025638866930434369 0.0024793971703787254 0.001429143982671715 -0.0093199225065419902 -0.014898961705917112 -0.017341204954175661 0.017970280675646256 -0.030468845955893161 0.015953656604372295 -0.019291998211934551 -0.027419494145612983 0.026336843877899894 0.00061466367424441507 -0.011770125386977521 0.024883556285741803 0.022564258903196847 0.011406051514855206 0.0040977305747834257 -0.010904506053896212 0.022013681374220578 0.028402282241922698 -0.0059993068264004717
leaf_weight=460.77711895108223 765.6563097089529 43.156509816646576 5.699379324913024 37.931979075074196 132.91742293536663 42.632744804024696 21.476799488067627 5.1776045858860007 1011.8134157806635 90.24793004989624 55.968295708298683 66.46579584479332 9.3126237243413907 14.900529205799101 32.176763147115707 6.8508668839931479 12.89308153092861 16.041911914944649 12.229245930910112 3.5437297672033301 16.983262911438942 12.999973237514498 3.9117785841226569 24.264513239264488 37.770274385809898 85.243289813399315 10.722622126340864 15.38080784678459 5.6989651620388022 107.21189379692078
leaf_count=1854 3160 175 23 153 540 172 89 21 4072 363 235 268 38 60 136 28 54 67 50 15 71 53 16 99 156 344 45 66 24 432
internal_value=-0.000122896 -0.0013316 0.00158648 -9.52335e-05 0.00121331 -0.00192139 0.00244699 -0.0104849 -0.00214511 -0.00445197 0.00311227 -0.00285489 0.00562243 -0.00102404 0.00868732 -0.00437648 -0.00793851 -0.00543403 -0.000561863 -0.00706507 -0.0111215 0.0092718 -0.00328543 0.0124224 0.00227985 0.000505202 0.00528301 0.00753686 0.0039242 -0.000806671
internal_weight=3168.06 2154.66 469.714 385.381 342.271 200.041 1013.39 43.1096 1684.95 551.025 923.374 194.342 142.23 1133.93 119.947 90.0189 68.5421 61.6912 45.6493 32.7562 29.2125 84.3328 16.9118 67.421 803.427 127.876 87.7707 77.0481 61.6673 1119.03
internal_count=12879 8683 1902 1559 1385 807 4196 174 6781 2217 3822 784 578 4564 506 374 285 257 190 136 121 343 69 274 3316 516 370 325 259 4504
is_linear=0
shrinkage=0.0193364
Tree=65
num_leaves=31
num_cat=0
split_feature=55 86 142 56 35 98 124 3 105 28 138 11 143 121 137 38 142 26 135 23 90 114 9 137 35 9 148 2 96 5
split_gain=23.1131 12.9648 12.0119 9.95187 8.96956 12.0456 10.142 9.0237 9.01366 11.0323 8.02415 8.01757 9.84783 7.56704 8.08261 10.2664 10.0824 9.31095 8.99895 8.3454 10.324 10.7447 8.81469 8.6204 7.70465 7.52465 7.37774 12.3863 10.3446 11.6191
threshold=1.635 3.7370689655172415 -1.9939999999999998 2.1750000000000003 4.1150000000000011 0.62828947368421062 1.2250000000000003 1652.2445364866728 1.7195000000000003 7.8285714285714292 9.5000000000000018 1.4476190476190478 0.52850000000000008 2.4365000000000001 26.050000000000004 0.20160068098184206 -1.1379999999999997 0.63050000000000017 0.58900000000000008 3.5500000000000003 0.061249999999999957 1.4645000000000004 0.7238095238095239 7.1500000000000012 5.4350000000000014 2.0333333333333337 0.19904948354047694 139.32490660161002 2.5000000000000004 1502.0242962101547
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 9 10 -6 12 -5 14 15 16 -2 24 25 26 21 -21 -22 -23 -18 -16 27 -17 -28 -30
right_child=13 -3 3 11 8 -7 -8 -9 -10 -11 -12 -13 -14 -15 18 19 17 -19 -20 20 22 23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.0098916490224289048 0.014013905028001122 0.014293583662991289 -0.0010976924304127516 0.013288284349613461 -0.0027778410458093416 -0.00094243306675167407 0.0045761189659707701 0.022217893511314063 0.022661632367004515 0.027804278189610645 -0.012005661915311796 0.0011583383015690168 0.0030017770688166422 -0.017035455605948175 0.0047424164696946453 0.01105801379607833 -0.013278139172366196 0.0094968472742522295 0.026507945854822485 0.020271660069283812 0.014818552246146316 0.0092599970589624988 -0.018330726805314727 -0.0062992516371437237 8.3076553144886529e-06 -0.015130172271646376 -0.005467917734083224 -0.021926104553797173 0.0023846711609563334 -0.0036829509493145388
leaf_weight=54.687502339482307 7.4490915834903708 27.603622779250145 235.3892732411623 58.531500905752182 128.01569791138172 824.77952466905117 382.68508891761303 6.3707629591226569 4.6427917927503577 3.8375501930713645 48.622440576553345 194.64697232842445 85.859289675951004 12.890993043780325 53.455606326460838 29.537357181310654 87.011989176273346 9.1819801330566388 6.2109618484973899 17.202767357230186 3.9750467389822033 31.82161383330822 12.169740453362463 22.882409885525703 20.076072826981544 8.2150740623474103 328.35026779770851 4.9691979885101309 210.7995211482048 268.02662003040314
leaf_count=225 30 120 952 248 520 3338 1560 26 19 16 197 823 363 52 215 119 350 37 25 69 16 128 49 92 81 33 1322 20 847 1078
internal_value=-9.07554e-05 0.00113184 0.000952646 0.00070488 7.94223e-05 0.000591427 0.00261745 -0.000482756 -0.00392853 -0.00461329 -0.00531842 0.00371974 0.00717218 -0.00230663 -0.0021372 -0.00255396 -0.00778686 -0.0091844 0.00432953 -0.00185754 0.00380614 0.0069439 -0.0101643 0.00275074 -0.0107869 0.00209366 -0.00245011 0.00630479 -0.00282447 -0.00101162
internal_weight=3189.9 2055.67 2028.07 1973.38 1634.34 1449.22 624.445 241.76 185.118 180.476 176.638 339.038 144.391 1134.23 1121.34 1053.45 123.719 116.27 67.8816 929.735 88.0516 71.9068 16.1448 54.704 107.088 61.6707 841.683 34.5066 807.176 478.826
internal_count=12970 8407 8287 8062 6628 5876 2538 978 752 733 717 1434 611 4563 4511 4238 498 468 273 3740 354 289 65 220 431 248 3386 139 3247 1925
is_linear=0
shrinkage=0.0193364
Tree=66
num_leaves=31
num_cat=0
split_feature=56 52 149 86 14 91 120 122 138 30 5 79 143 142 21 53 132 26 8 86 48 9 102 47 38 79 142 91 106 34
split_gain=22.1695 12.4281 11.3573 16.5869 9.98556 9.60991 11.2541 13.181 9.40917 9.19925 14.9269 9.22695 8.99819 10.1246 9.44019 9.37584 8.90344 8.18419 8.13248 8.03956 7.84113 13.9757 13.2947 11.349 10.3369 9.4263 9.35855 9.26435 8.85806 8.82964
threshold=1.8650000000000004 3.1150000000000007 0.53851874003189804 2.9436507936507943 0.90000000000000013 -0.19374999999999992 1.3165000000000002 1.3515000000000004 3.5000000000000004 0.19933774834437087 1495.4385335376853 2.8098448471773501 2.2705000000000006 -2.3914999999999993 0.22500000000000003 2.5250000000000004 2.6460000000000004 0.49211111111111117 1.3785714285714288 3.0690476190476197 1.7650000000000003 2.8916666666666671 1.0275000000000001 1.5650000000000002 0.24571496932072509 2.8632972740505496 2.5975000000000006 -0.64958333333333329 0.68150000000000011 1.135
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 6 -4 -8 -6 11 -11 -9 13 -1 15 -15 -7 -16 19 -3 25 22 27 29 -23 -2 -27 -22 -26 -24
right_child=20 4 5 -5 8 16 7 9 -10 10 -12 -13 -14 14 17 -17 -18 -19 -20 -21 21 24 23 -25 28 26 -28 -29 -30 -31
leaf_value=0.0258884145692658 0.013263622778212797 -0.0078389792391503448 -0.010487949298110482 0.0065466664198637536 0.011636707496655416 0.001755888328540321 0.022889773393783834 -0.017477149802248005 -0.0051453329585869102 0.019658322816806864 -0.016749667234660842 0.0087731707572615628 -0.02179244595292219 0.0036527716016766425 -0.006003442694550395 -0.0026133252494143699 0.016754555513906103 -0.0020391737770509219 -0.016293687144974846 0.017452363887977541 -0.021907495923611478 0.022711044209735007 -0.018090057613160244 -0.011011528175599299 -0.014835452109867683 0.0025307946266602821 0.031582192671277355 -0.0009315542835107739 0.016393720968401443 0.0049711934653845725
leaf_weight=4.7300439029932013 47.012315765023232 35.247494354844093 53.285702437162399 81.313233584165573 16.877013951539993 591.59120421111584 9.1460409164428693 5.9764533191919318 48.03302951157093 5.1366028785705593 23.257762506604195 30.728797763586044 8.9491179138421995 159.79297757148743 321.15240690112114 202.32169125974178 15.175040528178213 494.73174683749676 46.75095970928669 5.4177622497081748 8.0135767757892591 19.579836517572403 6.3231562525033942 18.527877897024155 6.7986675202846509 147.05368666350842 4.263064816594123 437.59597088396549 6.7777736335992813 327.59512451291084
leaf_count=19 192 142 215 331 68 2388 37 24 194 21 94 125 36 642 1292 814 62 1989 189 22 33 83 26 76 28 614 18 1805 28 1363
internal_value=-8.89963e-05 -0.00120215 -0.000798028 -0.00190271 -0.00652696 0.00111699 -0.00370783 0.00115783 -0.000780714 -0.00189569 -0.0101599 0.00449634 -0.0024793 -0.00233306 -0.0024465 0.000151631 0.00213118 -0.00359969 -0.010793 -0.00446696 0.00224595 0.00142156 0.000910406 0.00371668 0.0137219 0.00570065 0.00335033 -0.00130906 0.000751604 0.00453416
internal_weight=3189.16 2159.62 2007.29 1272.99 152.326 734.298 127.531 74.2457 64.91 65.0996 28.3944 36.7053 1191.68 1182.73 1178 362.115 606.766 815.884 87.4162 40.6653 1029.54 831.212 798.056 352.446 33.1563 198.329 151.317 445.61 13.5764 333.918
internal_count=12970 8704 8089 5123 615 2966 516 301 262 264 115 149 4792 4756 4737 1456 2450 3281 353 164 4266 3442 3303 1465 139 824 632 1838 56 1389
is_linear=0
shrinkage=0.0193364
Tree=67
num_leaves=31
num_cat=0
split_feature=49 35 123 122 105 14 48 86 149 98 133 40 111 145 53 94 130 85 144 53 29 105 54 146 102 28 9 27 16 31
split_gain=16.0503 18.7396 12.9889 11.3622 10.3748 9.222 10.6428 8.96636 9.05022 8.92184 12.405 10.078 11.411 11.4898 11.9363 11.0511 9.59956 15.765 14.3163 8.99299 11.1558 8.58649 8.58251 8.52597 8.39211 8.34433 8.25328 8.03096 10.8846 8.65828
threshold=2.8650000000000007 4.0950000000000006 1.9750000000000003 1.1850000000000003 1.7195000000000003 0.77500000000000013 2.6550000000000007 2.9436507936507943 0.57888813010597684 0.62828947368421062 0.43650000000000005 3.3050000000000002 22.050000000000004 0.17925000000000002 1.885 26.550000000000004 1.2930000000000004 0.21188405797101437 0.026150000000000003 2.2750000000000004 5.3875000000000011 0.87950000000000006 1.1950000000000001 0.0080500000000000016 1.1985000000000003 7.8285714285714292 2.0333333333333337 0.5495000000000001 1.5000000000000002 0.1482928240740741
decision_type=2 2 2 2 2 2 2 2 2 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 25 -5 26 -2 -9 10 -1 -12 13 14 -13 -15 18 27 19 -11 -21 -22 -10 -19 -14 -3 -7 28 -18 -30
right_child=7 2 3 5 -6 6 -8 8 22 16 11 12 24 15 -16 -17 17 23 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.022300703818115955 -0.002577866689579664 -0.0049933736327723247 -0.0067810306710666358 0.019949737291532484 0.020448351941749598 0.013349270851491297 0.020859791769364009 0.0083528834665029354 -0.023948653863256914 -0.0059876932086428448 0.0038463778029731357 -0.018254326171027613 0.026694288714115274 -0.012106108845044556 0.015954522223764228 0.013094652423981962 0.00013210209661156382 -0.0067709556141860782 0.03513440090911147 -0.001693666985175689 0.023867745768646583 -0.0073067488359825471 0.0057748906973543197 -0.034534426810010142 -0.0067843809656954225 0.011616444624299494 -0.010374637596624102 0.0066651997326959639 0.016532092218110275 0.003057326568838115
leaf_weight=12.652773946523665 949.17920082807541 365.707828566432 23.14029635488987 19.736636310815811 6.3431940078735343 7.9293627142906216 9.5511858612298948 53.603250980377197 7.1473419070243818 160.94795095920563 668.44656112790108 5.0828517675399807 7.8131243586540204 57.743091464042664 15.229092478752134 7.3274198025465003 428.12000003457069 36.069947779178619 3.6777239739894858 70.090509608387947 12.636090934276583 4.4673507064580908 7.3747523128986359 4.6698238104581824 4.3564541637897491 11.664409711956976 17.743009209632874 133.53733542561531 28.335831344127655 48.114197567105293
leaf_count=52 3818 1488 94 82 26 33 40 218 29 653 2749 21 32 235 62 30 1745 147 15 283 51 18 30 19 18 48 74 548 115 197
internal_value=-8.72621e-05 0.000851816 -0.00260424 0.00458324 -0.00406732 0.00936907 0.00343758 -0.00209149 0.00468413 0.00178559 0.00331287 0.00299906 -0.00280637 -0.00530367 0.0073899 -0.00926697 0.000507719 0.00170385 -0.00271655 -0.00327825 0.00172248 0.0157223 -0.00885301 -0.00995739 0.014707 -0.00447973 -0.00304428 0.00244849 0.00133237 0.00805289
internal_weight=3188.44 2171.13 461.816 78.1005 383.715 54.9602 35.2236 1017.3 68.1253 1709.32 778.651 765.999 97.552 85.3825 20.3119 65.0705 930.667 678.847 251.82 248.142 87.194 17.1034 14.5221 40.7398 12.1696 377.372 25.6724 638.107 504.57 76.45
internal_count=12970 8875 1885 323 1562 229 147 4095 277 6990 3199 3147 398 348 83 265 3791 2771 1020 1005 352 69 59 166 50 1536 107 2605 2057 312
is_linear=0
shrinkage=0.0193364
Tree=68
num_leaves=31
num_cat=0
split_feature=56 52 149 86 141 14 134 94 138 144 144 110 22 16 8 49 99 77 144 134 130 12 42 131 48 77 102 49 79 142
split_gain=20.7719 11.7262 10.7199 15.6115 9.83644 9.58134 9.54319 9.37253 9.05862 8.98313 11.3753 10.6778 9.36365 9.73378 9.01044 8.84542 8.80268 11.1839 10.327 8.58334 7.98407 9.75909 10.4563 7.79258 7.5381 13.4965 12.6798 11.4014 9.0741 9.0521
threshold=1.8650000000000004 3.1150000000000007 0.53851874003189804 2.9436507936507943 2.2120000000000006 0.90000000000000013 0.92900000000000016 31.050000000000004 3.5000000000000004 0.007150000000000001 1.0000000180025095e-35 1.5500000000000003 0.30785714285714288 1.0000000180025095e-35 1.9666666666666668 3.0250000000000004 0.64852941176470602 0.27619047619047621 0.0025500000000000006 0.69450000000000001 1.0500000000000003 0.45000000000000007 8.7850000000000019 0.18350000000000002 1.7650000000000003 2.8916666666666671 1.0275000000000001 2.5350000000000006 2.8632972740505496 2.5975000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 20 16 9 -7 10 14 -12 13 -11 -1 -14 17 -4 -19 -6 -3 -22 -23 -5 28 26 -26 -28 -2 -30
right_child=24 5 4 23 19 8 -8 -9 -10 12 11 -13 15 -15 -16 -17 -18 18 -20 -21 21 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0011904077414368274 0.012994581125620783 0.0042093596199162626 0.025503174377957336 -0.021003780197732368 0.0035573930604614226 0.011476868091849161 -0.024743804073208541 0.020003564037804487 -0.004989424709847823 -0.012910094309833855 0.000761669502038381 -0.00908419256495447 0.015006359354443109 0.0094925911076559205 -0.0068577784826403905 -0.00022723186096094356 -0.0012632699130474623 0.0040187185061989848 -0.0045896804407945142 0.034389598493437853 -0.016015155005660867 0.013223367204382575 -0.025145014903974812 0.0076686988040321619 -0.0013012327261055538 0.013477463592526632 0.0044008262241891135 -0.011674563778070329 0.0024556161289508559 0.031141559461331576
leaf_weight=740.95706336200237 46.912279829382896 11.888937979936598 8.0978143960237485 3.7095360606908789 7.5589193105697614 16.876840755343437 5.4311515390872946 6.9352962970733634 48.038240149617195 20.654336422681812 53.509195894002914 178.64162895083427 31.112709894776344 11.16831201314926 122.19138386845589 26.282805144786835 342.17922478914261 301.7551411241293 62.971546679735184 6.1043503135442734 62.434844925999641 9.3724668771028501 3.7012503296136847 77.52138963341713 445.60618829727173 33.037218555808067 334.69826184213161 17.346432611346245 146.92797403037548 4.2283036708831778
leaf_count=2980 192 48 33 15 31 68 22 28 194 83 215 719 125 45 491 106 1378 1222 255 25 252 38 15 316 1838 139 1394 71 614 18
internal_value=-8.55489e-05 -0.00116298 -0.000770361 -0.00184371 0.0010904 -0.00633546 0.000782041 -0.00240294 -0.000707283 -0.00253423 -0.00301485 -0.00681459 0.00336548 -0.00504599 -0.00199279 0.00803007 0.00097613 0.00303159 0.00253227 0.0173415 -0.010515 -0.0128342 0.00235322 0.00635782 0.00217565 0.00136732 0.000865622 0.00360848 0.0055654 0.00325911
internal_weight=3187.85 2159.09 2006.78 1272.68 734.098 152.313 720.435 1191.45 64.9151 1184.52 1095.3 232.151 89.2182 31.8226 863.148 57.3955 715.004 372.825 364.727 13.6633 87.3975 75.5086 13.0737 81.2309 1028.76 830.688 797.651 352.045 198.069 151.156
internal_count=12970 8704 8089 5123 2966 615 2910 4792 262 4764 4405 934 359 128 3471 231 2888 1510 1477 56 353 305 53 331 4266 3442 3303 1465 824 632
is_linear=0
shrinkage=0.0193364
Tree=69
num_leaves=31
num_cat=0
split_feature=55 56 98 35 31 125 126 145 104 99 13 131 9 117 20 130 27 80 6 105 31 120 8 40 80 54 127 144 98 136
split_gain=20.1367 8.54216 9.29958 13.3027 10.7095 10.715 10.2184 9.74502 13.434 13.1671 11.8236 9.77246 8.85168 8.24032 8.13783 7.91614 9.17876 8.94314 7.94124 7.8808 7.53236 8.85879 8.69412 7.40478 10.4432 9.12979 7.38393 9.00779 7.80286 7.34825
threshold=1.635 2.1750000000000003 0.61721611721611735 5.205000000000001 0.23447145061728397 0.45000000000000007 2.1180000000000008 0.18005000000000002 0.98950000000000016 0.63961038961038974 0.36666666666666675 0.47200000000000003 0.44761904761904764 0.41650000000000004 5.5000000000000009 1.2110000000000001 0.54118055555555566 0.071160648519139058 1526.3247452707203 0.99850000000000005 0.25108695652173912 1.7890000000000004 2.8619047619047624 3.5450000000000004 0.058849200390419652 1.2550000000000001 1.1055000000000004 -0.004749999999999999 0.6132478632478634 14.050000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 26 8 9 -4 -10 -11 -13 -8 15 29 17 -17 -18 -15 22 -22 -5 25 -25 -7 28 -28 -1 -9
right_child=-2 -3 7 20 5 23 13 14 10 11 -12 12 -14 19 -16 16 18 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0032947580956551666 -0.0021525449029446133 0.0037664779914395883 0.0061724349765768672 -0.0068950199161270966 -0.019813222459340984 0.0069140397872721549 -0.0060881066499604104 -0.0010874804681743795 -0.0080164118227322549 -0.035219948242495282 -0.034583960617312726 0.020661600589437942 -0.0064811289147861323 0.0072338616731409382 -0.025980289639393986 -0.001791781005614105 0.0085194193992426254 0.0040483853471917214 -0.0019866735326844629 0.024625861712461054 0.00052904931172439746 -0.026849628770618094 0.016859270981382721 -0.015393846239611699 0.023172361650513052 0.019148226672428083 0.013182694917333376 -0.001274795927146639 0.020237788020220467 -0.010113310865076212
leaf_weight=133.5998429954052 1133.6125513017178 359.23044066131115 44.738428756594658 26.408224388957024 4.91996045410633 67.23215126991272 9.7307959944009763 157.2193365842104 17.987965896725658 4.2179094254970542 9.6136923283338529 4.7166526168584815 92.756122380495071 26.381556212902069 4.427379682660102 305.20283409953117 102.6857880204916 144.42536845803261 36.436640605330467 15.456306159496306 6.9330511838197735 12.16281436383724 7.3638901114463797 9.2643860727548581 3.658620446920394 34.533931061625481 16.907449543476105 341.3867601454258 10.998271927237509 42.938637644052505
leaf_count=543 4563 1525 182 107 20 274 40 635 73 17 39 19 375 108 18 1241 417 583 149 64 28 49 30 38 15 143 69 1388 45 173
internal_value=-8.38871e-05 0.00105805 0.000483767 0.00213634 0.00286896 0.00811657 0.0017368 -0.000758027 -0.00490166 -0.00256858 -0.0172751 -0.00641473 -0.00516647 0.00993396 0.000150899 0.000297731 0.00142717 8.4048e-05 0.0057675 0.0136618 -0.00720318 -0.0169085 -0.00171273 0.00931573 -0.00446806 0.0110667 0.000896063 -0.000592298 0.00458429 -0.00302414
internal_weight=3187.15 2053.54 1694.3 726.938 674.07 119.609 554.461 967.367 174.031 146.429 27.6017 101.691 97.4728 51.5687 793.336 788.909 588.751 449.628 139.122 41.8379 52.868 19.0959 33.7721 114.689 12.923 101.766 502.892 358.294 144.598 200.158
internal_count=12970 8407 6882 2961 2747 490 2257 3921 705 593 112 411 394 212 3216 3198 2390 1824 566 172 214 77 137 470 53 417 2045 1457 588 808
is_linear=0
shrinkage=0.0193364
Tree=70
num_leaves=31
num_cat=0
split_feature=86 149 86 23 56 48 85 51 146 135 40 114 11 80 6 10 118 52 28 31 31 0 146 29 103 7 27 148 4 91
split_gain=19.2265 15.3971 12.3662 11.1349 9.5554 9.47057 9.14658 10.1027 8.96415 10.6413 10.691 10.0088 9.94584 8.9289 9.45068 14.6265 9.23604 8.73832 8.36571 8.73273 8.24137 8.2301 7.92622 7.72866 10.1077 13.6456 9.60549 11.5189 9.24706 7.67918
threshold=3.1464285714285718 0.50196630607383896 2.3740671641791047 3.6333333333333337 2.2150000000000003 4.2200000000000015 -0.2109946236559139 1.3450000000000004 0.0030500000000000002 0.12900000000000003 1.9150000000000003 2.4500000000000006 1.9309523809523812 0.089597366200098713 1492.39669733199 1.3785714285714288 2.7085000000000004 2.3450000000000002 3.683333333333334 0.28647416413373866 0.082140666530361867 1449.0013196662578 0.0014500000000000001 3.8944444444444448 0.85550000000000004 -15.661928805158366 0.50118055555555563 0.24269371034620571 1367.8027418134682 0.38250000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 5 20 -3 7 -4 9 13 -11 22 -10 14 21 -16 -15 -14 19 -6 -5 -1 -12 24 28 -26 -25 -28 -22 -2
right_child=29 3 6 4 18 -7 -8 -9 12 10 11 -13 17 16 15 -17 -18 -19 -20 -21 23 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=0.0065993823093949463 0.0057530597774620431 -0.00029707376484850497 0.017470719115136087 0.019247136915570621 -0.0078087342246369994 -0.030197376776471271 -0.00029997347003693308 -0.015046861412588021 -0.013457929849177779 -0.0086259656823762226 0.0011353356241277411 0.029721301072542658 0.029795610917772417 -0.0091503164841750442 0.0060484941953149714 -0.0077189593688566519 0.02170120704253168 -0.010216165186580096 0.01651939944714181 0.013561806828831187 0.023526110088565002 -0.014543101113575639 0.024566315778553914 0.0081829876079566825 0.0085279374502974462 -0.018438006292960524 -0.013462348279326171 0.0027464828205751332 -0.00084451789338957784 -0.01684546668625168
leaf_weight=8.7138352543115598 230.60227984189987 1907.2865428030491 22.569892168045047 9.9035196602344495 14.963875576853754 3.96537061035633 107.31502848863602 4.2393592596054068 61.58170548081398 35.519274041056633 112.62496496737003 5.1761444956064215 3.9710262119770032 165.34561036527157 73.064982265233994 47.675059601664543 3.7052311450242987 4.1892044544219971 34.68301098048687 13.681791976094244 6.406306564807891 32.69494366645813 5.6666201204061499 91.224333137273788 9.5666033327579481 26.275548696517944 20.333720773458481 84.513664200901985 63.359366521239281 5.7581485807895652
leaf_count=35 963 7745 91 40 64 16 432 17 249 143 454 21 16 668 294 192 15 17 150 59 26 132 23 372 39 107 83 346 257 24
internal_value=-0.000106285 -0.000527311 -0.00304979 0.000238465 0.00328536 -0.000359193 0.00222354 0.0123255 -0.00431305 -0.00339 0.000721735 0.00341147 -0.0107995 -0.00536391 -0.00212166 0.000611831 -0.00847337 0.00925324 0.0101327 0.00239696 0.0018934 -0.0100926 0.00225892 0.00132332 -0.00289345 -0.011239 0.00359481 -0.000396875 0.00139373 0.00520206
internal_weight=3216.58 2980.22 694.053 2286.16 374.912 1911.25 134.124 26.8093 559.929 490.187 158.987 123.468 69.7419 331.2 162.149 120.74 169.051 8.16023 63.3287 28.6457 311.583 41.4088 118.292 301.68 105.608 35.8422 196.072 104.847 69.7657 236.36
internal_count=13090 12103 2799 9304 1543 7761 540 108 2259 1977 641 498 282 1336 653 486 683 33 273 123 1270 167 477 1230 429 146 801 429 283 987
is_linear=0
shrinkage=0.0193364
Tree=71
num_leaves=31
num_cat=0
split_feature=86 94 56 7 146 1 146 90 128 125 27 42 37 115 56 27 131 142 125 37 28 147 31 39 100 95 135 1 142 118
split_gain=18.5065 14.1692 11.4858 12.0489 11.9927 12.8243 11.3805 14.4506 11.1005 10.1369 12.4285 10.0826 9.02608 11.0682 10.5682 9.42777 8.67728 9.22348 12.4433 10.9846 9.39801 8.42511 8.59537 8.24011 8.22707 7.90846 10.4159 7.82771 7.74876 8.95932
threshold=3.1464285714285718 16.050000000000004 2.2750000000000004 61.78823278848882 0.0096500000000000006 1683.7265444909597 0.032150000000000005 -0.10791666666666663 0.45000000000000007 1.7750000000000001 0.39050000000000007 5.4050000000000011 0.31329433899210457 4.166500000000001 2.1350000000000002 0.40563492063492063 1.2930000000000004 0.94050000000000011 2.2915000000000005 0.27434057995528416 1.3541666666666667 0.48544710124560408 0.23756188118811883 0.44924963208620794 0.90000000000000013 14.25 -0.7054999999999999 1396.8117488203673 -0.60949999999999982 1.6335000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 12 6 7 -6 21 -1 24 -10 13 14 -3 27 17 19 -19 -12 -21 25 -23 -7 -11 26 -2 -14 -18 -30
right_child=8 2 -4 -5 5 23 -8 -9 11 10 16 -13 15 -15 -16 -17 28 18 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0028192468482256122 -0.022835999021388487 -0.0016950896322972581 0.0082801471545267402 0.019588358666323805 0.004310915155837273 0.0254129725266585 0.015875220589345349 -0.022152516237853626 0.021742700803733576 0.0071441081296258133 -0.027462541575709071 -0.0060335539191245973 0.013715324474175455 0.02360188100145065 -0.0164331481218251 0.0021083385193986252 0.0075463810707813803 0.015975409662277347 -0.00882898995938876 -0.017327205039769217 -0.0010046349098091292 0.016943096635591827 -0.006711388183029526 -0.0073371203014893525 -0.019496553898776813 0.029023677734134938 0.002066903293199294 -0.010104837586110802 0.0049877939844542741 -0.0051876692422705454
leaf_weight=1083.9570342451334 6.5319266468286505 291.62896290421486 74.717428639531136 12.229452744126318 10.121826514601706 6.1194916069507581 4.6898369938135138 32.388779252767563 23.950721785426143 5.6908278465271023 6.6487838774919501 6.1333056092262259 5.9374457746744147 6.1360371708869925 19.399577885866165 886.18054483830929 110.03555202484131 23.002018257975578 11.25865952670574 14.222935467958449 180.9830916672945 28.072812482714653 7.2152244895696631 5.4050226509571075 18.122594341635704 3.8745934963226309 160.3548502177 39.084820359945297 74.964379012584686 56.910079970955849
leaf_count=4385 27 1179 321 50 41 25 19 131 101 23 27 25 24 25 81 3598 451 94 46 58 731 118 30 22 73 16 670 158 306 235
internal_value=-0.000104226 -0.000517162 0.000904939 0.000487197 0.00030839 -0.00823091 -0.0126962 -0.0158505 0.00510643 -0.00176733 0.000504681 0.0160782 0.000710154 -0.00210706 -0.00261468 0.00166975 0.001184 -0.00145281 0.0078227 -0.00302749 -0.00219447 0.00350402 0.0121049 0.0100513 -0.0131278 0.00172611 0.00109143 -0.00696151 0.00375784 0.000596195
internal_weight=3215.97 2979.84 1394.04 1319.32 1307.09 58.725 47.2004 42.5106 236.133 1585.8 501.839 30.084 1248.37 317.165 311.029 931.203 478.025 236.115 34.2607 201.855 195.206 206.049 35.288 11.5245 23.8134 170.761 166.887 45.0223 241.91 131.874
internal_count=13090 12103 5674 5353 5303 238 191 172 987 6429 2044 126 5065 1285 1260 3780 1948 956 140 816 789 861 148 47 96 713 697 182 992 541
is_linear=0
shrinkage=0.0193364
Tree=72
num_leaves=31
num_cat=0
split_feature=94 120 30 136 26 79 30 141 22 106 26 51 27 136 52 146 9 114 49 132 11 9 30 127 127 141 23 146 137 44
split_gain=15.0468 10.8088 10.1438 10.1207 9.96903 9.90307 9.20327 9.0987 9.01437 12.3962 14.34 10.6567 10.1438 8.66522 11.4713 8.80046 8.26022 9.21854 12.9121 11.4645 10.9356 11.8868 9.91435 8.17767 10.5265 9.49801 7.63777 8.44319 9.02871 14.0403
threshold=16.050000000000004 1.6460000000000001 0.13269821202817414 2.7500000000000004 0.61527777777777792 2.4996075448737458 0.33520599250936328 -1.595 0.61250000000000016 0.68150000000000011 0.51414285714285735 1.3650000000000004 0.48816666666666669 28.850000000000005 2.5550000000000002 0.013050000000000001 3.0690476190476197 0.70850000000000013 2.8750000000000004 1.4720000000000002 0.30952380952380959 2.2321428571428577 0.22508278145695368 0.89450000000000018 0.70700000000000007 -0.87399999999999989 5.416666666666667 0.0031500000000000005 4.2500000000000009 10.625000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 8 -5 16 -7 11 10 12 13 -10 15 -15 -2 17 18 22 -20 -19 -22 -4 24 -13 -25 27 -3 29 -29
right_child=1 26 6 5 -6 7 -8 -9 9 -11 -12 23 -14 14 -16 -17 -18 20 19 -21 21 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.020166268241589839 0.0040060171216664223 0.0046683053143059461 0.012282491399027269 -0.0057042025737030454 -0.014622759532662464 0.004760349025369307 0.012012984168784735 -0.0013320370112394819 -0.015310554633064391 0.016490559469782052 -0.030385868117057745 -0.0034742890153844205 0.024044129662708795 0.0029605571866934445 -0.029129734720645731 -0.022042739936617099 0.016030145394017547 -0.019424934605122395 0.00029564827163752804 -0.024819662419882604 -0.0018296455373278391 -0.012152987944670405 -0.015389880092378615 0.0050300307594727204 0.031606064521121628 -0.016421467710833953 0.016662992902687721 0.011395407225071902 -0.0050306520386473718 -0.027516328070366327
leaf_weight=8.1327177286148054 338.18128255009651 358.92771996557713 46.901088640093803 182.63361829519272 12.794668376445768 97.992579847574234 17.842041686177254 1415.7056652605534 3.9617390483617765 36.18864332139492 5.1871045976877204 13.114608094096186 6.3966944962739944 9.9481441676616686 7.1571879386901847 4.9157463908195487 9.2186316400766355 15.796414732933043 31.116269648075104 8.6893572807311994 359.39336888492107 47.178389772772789 5.3932845294475547 10.43800465762615 4.2250440418720236 29.553695648908615 16.353729590773582 30.065925389528275 78.110316336154938 3.9148590564727774
leaf_count=33 1375 1478 192 740 52 400 74 5748 16 147 21 53 26 40 29 20 38 64 125 35 1462 193 22 42 17 119 69 124 320 16
internal_value=-0.000102189 0.00130269 0.000174128 -0.00134761 0.00221436 -0.00145082 -0.00164197 -0.000937589 0.00267364 0.0102871 -0.00415114 0.0017301 0.00898738 0.00296263 -0.010467 0.00363243 -0.00210737 -0.00243258 0.00311 -0.00518739 -0.00364131 -0.00302778 0.00942672 -0.00601251 0.00507544 -0.0108213 0.00367279 0.00322154 -0.0014107 0.00690852
internal_weight=3215.43 1510.96 1023.59 1704.46 482.063 1696.33 541.529 1513.7 469.268 51.7342 15.5455 417.534 10.3584 360.202 17.1053 343.097 523.687 514.468 92.1 39.8056 422.368 406.572 52.2944 57.3314 17.3397 39.9917 487.373 471.019 112.091 33.9808
internal_count=13090 6169 4162 6921 1957 6888 2205 6148 1905 210 63 1695 42 1464 69 1395 2131 2093 374 160 1719 1655 214 231 70 161 2007 1938 460 140
is_linear=0
shrinkage=0.0193364
Tree=73
num_leaves=31
num_cat=0
split_feature=86 84 10 149 99 145 24 146 96 141 4 124 6 39 39 86 84 149 149 99 95 39 2 144 131 98 16 27 54 110
split_gain=17.7969 14.2534 12.7142 12.6649 13.9424 12.6486 12.5955 12.1869 11.5804 11.568 11.2296 10.9016 13.292 11.4645 10.8586 10.2925 12.4247 12.2507 10.2638 10.6849 10.0382 10.406 10.2326 9.55074 9.53795 14.0546 9.79568 9.15946 9.95712 9.3104
threshold=3.1026315789473689 0.015993589743589703 2.4833333333333338 0.4688957032352174 0.69782608695652182 0.19715000000000002 0.77500000000000013 0.0091500000000000019 6.5000000000000009 1.393 1547.1131784796178 1.2250000000000003 1539.3952747162978 0.097873252885144771 0.53014728125303556 2.6782352941176475 0.024356060606060551 0.56364786838566816 0.53851874003189804 0.86811594202898557 2.9999999999999987 0.11762682806054507 -124.58067596640238 -0.0045499999999999994 0.78900000000000015 0.7947368421052633 3.5000000000000004 0.5238750000000002 1.4150000000000003 24.350000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 5 8 -1 23 -4 -5 -9 27 13 -13 -3 -7 18 17 -17 19 -15 -8 -22 -23 -6 25 -25 -26 28 -10 -29
right_child=-2 2 7 4 6 14 20 9 10 -11 -12 12 -14 15 -16 16 -18 -19 -20 -21 21 22 -24 24 26 -27 -28 29 -30 -31
leaf_value=-0.013101115930369774 0.0047086762455872825 -0.021706390744190771 0.011682926527873087 0.001159474379411237 0.00853598267442034 -0.0026408873298810866 0.0057096444122452265 -0.014725453844160304 0.0013463692643240601 0.01926054913243529 0.014767719410027576 -0.0088785184243468079 0.0096526194534272986 -0.0027842705008351998 0.03070855383987035 0.011959322952322179 0.019151088140038165 -0.019519446097089863 0.0052239090893538946 -0.019238232632660366 -0.032595071510565198 -0.029733210856575955 0.00064460669018428726 -0.0036710215139109386 -0.0037691586170630863 0.011523075899778103 -0.023737018403183853 -0.001229847416818959 0.020268163819204689 -0.032463278217648793
leaf_weight=48.415703386068344 264.09983484447002 9.6061395555734617 36.116637319326401 1256.4483398944139 27.245691582560539 169.88767550885677 140.9439602792263 16.132023930549625 34.49889962375164 4.8718659877777091 47.484812334179878 214.53283463418484 15.513667225837706 62.943414837121964 3.7267929017543784 9.9005206823349017 20.315685942769051 8.663474038243292 40.749946475028992 19.276502698659897 4.2184872925281516 4.4284815639257422 64.173679858446121 55.590847879648209 552.25968064367771 38.536703020334244 9.3388559520244581 15.521377220749857 14.885271593928335 4.6317157745361319
leaf_count=196 1102 39 149 5123 110 687 572 66 140 20 197 870 64 254 15 40 82 35 165 78 17 18 261 224 2228 155 38 64 62 19
internal_value=-0.000100205 -0.000530619 -0.00366336 4.58537e-05 0.000476953 -0.00436175 -0.00139839 0.00487168 0.0017014 -0.00683801 0.00751927 -0.00487777 -0.00762848 -0.0011867 -0.00192409 3.13378e-05 0.00870314 -0.00272947 -0.00271021 -0.0066432 0.00269768 -0.00313126 -0.00131711 -0.0026805 -0.00314667 0.00254925 -0.00410145 0.00256829 0.00705183 -0.00841518
internal_weight=3214.96 2950.86 458.623 2492.24 2270.21 222.03 896.736 57.1205 1373.47 21.0039 117.022 401.502 230.047 171.456 173.614 161.85 38.8797 18.564 122.97 82.2199 213.765 72.8206 68.6022 682.972 655.726 94.1276 561.599 69.5373 49.3842 20.1531
internal_count=13090 11988 1862 10126 9228 898 3623 235 5605 86 482 1627 934 693 702 654 157 75 497 332 868 296 279 2755 2645 379 2266 285 202 83
is_linear=0
shrinkage=0.0193364
Tree=74
num_leaves=31
num_cat=0
split_feature=149 23 99 56 53 146 120 105 112 28 10 8 132 133 50 28 31 1 136 89 42 143 131 136 97 24 110 1 46 115
split_gain=13.9963 9.43505 9.86315 8.9994 8.902 8.74879 10.3462 10.1212 10.0004 9.38538 11.2458 8.99296 8.97422 11.4238 8.89607 8.98505 8.84136 13.3513 11.3485 11.3377 10.4302 11.8757 8.56147 10.6201 8.13723 11.6314 11.2795 10.5994 10.0678 9.21562
threshold=0.50196630607383896 3.6333333333333337 0.69782608695652182 2.2150000000000003 1.3550000000000002 0.0025500000000000006 1.6835000000000002 0.060500000000000005 0.22750000000000004 0.95000000000000007 0.92261904761904778 0.13809523809523808 1.4145000000000001 0.68350000000000011 2.0050000000000003 1.0000000180025095e-35 0.15480030721966204 1674.346278778117 4.0500000000000007 0.11000000000000001 5.6650000000000009 0.39750000000000008 0.64600000000000013 6.7500000000000009 1.5000000000000002 0.73214285714285732 12.050000000000002 1584.5912709240313 2.3150000000000004 2.4500000000000006
decision_type=2 2 2 2 2 2 2 2 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 5 -3 -5 6 11 22 9 -8 -11 -2 13 -10 15 -13 20 19 -19 -18 21 -9 23 -7 25 -1 27 28 -27 -26
right_child=1 3 -4 4 -6 7 8 16 12 10 -12 14 -14 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=-0.0070572439020727675 0.021353400958087552 0.00200070826009182 -0.001601022106003588 -0.012429085002843001 0.01197062814397808 -0.018243289981184494 0.010074701770261605 0.015996147797031054 -0.020087450095760132 0.012913838503874977 -0.0055237351591276834 -0.014580491795244741 0.0027290220737130251 0.011524048017034551 0.020409396488506908 0.00035145185279663986 -0.01963431444799665 -0.014966357059807242 0.018726124338710144 -0.0018288955885246371 -0.01205029652017937 -0.007346597196645376 -0.014500151520018625 0.018163669376647283 -0.00012044373652928336 0.022132591878908932 -0.026232772889359726 -0.015044719563138974 0.0020179274414168099 -0.010961647007115383
leaf_weight=219.24735395610332 7.6320195198059073 336.1463109254837 812.80622263252735 6.1474416702985755 61.2369374781847 4.9325330108404142 27.340470597147942 32.58652201294899 4.4279131740331641 14.551295161247252 82.318852737545967 15.388506412506102 105.43127939105034 119.97164399921894 8.0991495400667173 714.01633812487125 22.367172360420227 5.0922352522611645 14.014508843421934 33.256989389657974 9.6588225960731489 10.860220864415167 39.18992868065834 7.615698829293251 417.89667320251465 15.595945894718168 4.4278685301542273 7.4520627856254569 23.070174157619476 31.526035875082016
leaf_count=887 31 1374 3291 26 266 20 113 133 18 60 342 63 437 491 34 2904 91 21 58 136 39 44 161 31 1687 63 18 30 93 128
internal_value=-9.82689e-05 0.000586768 6.44575e-05 0.00329383 0.00974336 0.00112312 0.00176961 -0.00283374 0.00449119 7.01694e-05 -0.00275324 0.000476406 0.00688024 0.0103979 0.000260189 3.62873e-05 8.63628e-05 -0.00419989 0.00974279 -0.0089904 0.00611887 0.01016 -0.0100493 0.00384745 -0.00247485 -0.00512944 0.00323149 0.00606332 0.0101338 -0.000881125
internal_weight=3214.31 2495.09 2091.56 403.531 67.3844 1278.75 1099.18 179.575 354.041 124.211 96.8701 745.136 229.831 124.4 737.504 729.405 127.836 74.7309 19.1067 55.6242 53.1056 43.4467 51.7382 12.5482 719.216 269.793 50.5461 46.1182 38.6661 449.423
internal_count=13090 10184 8518 1666 292 5227 4493 734 1461 515 402 3032 946 509 3001 2967 522 306 79 227 216 177 212 51 2906 1091 204 186 156 1815
is_linear=0
shrinkage=0.0193364
Tree=75
num_leaves=31
num_cat=0
split_feature=94 111 34 55 98 8 145 149 97 6 6 55 97 12 1 143 23 111 55 134 126 104 112 28 103 120 134 132 94 1
split_gain=14.9164 13.4093 13.7652 11.3297 11.0326 12.458 11.2149 13.4584 10.6749 10.3405 13.2702 9.97069 10.2326 9.75264 10.6112 10.2785 9.6444 9.39717 9.8379 9.39144 9.1641 11.0191 10.9826 9.30565 9.19509 9.10482 8.93709 13.574 9.93213 11.7362
threshold=16.050000000000004 1.5500000000000003 6.3350000000000009 1.675 0.63397129186602885 1.6214285714285717 0.19055000000000002 0.4688957032352174 1.0000000180025095e-35 1521.2714973010081 1516.8787421050054 2.0050000000000003 6.5000000000000009 0.22500000000000003 1737.273187682483 -1.6549999999999998 3.6904761904761911 23.750000000000004 1.9150000000000003 0.18900000000000003 1.7890000000000004 0.45350000000000007 0.68150000000000011 3.5277777777777781 2.2535000000000003 0.95000000000000007 0.16900000000000004 0.95000000000000007 22.050000000000004 1514.5957670745618
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 13 11 -8 -3 10 -10 12 20 14 -6 -15 -1 18 -7 -11 21 -2 24 -23 -22 -18 -9 -28 -29 -30
right_child=4 8 3 -5 5 17 7 26 9 19 -12 -13 -14 15 -16 -17 25 -19 -20 -21 22 23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.00016354568720220976 0.019081807340082441 -0.010356690343966734 -0.020546774981481643 0.011107640883791648 -0.0029470176252938251 0.0059092486062858182 -0.014480171599875687 0.0043793166918607955 -0.0020648042020439436 -0.0053302169099695082 0.012744860336930454 0.035135585399942389 0.018509406466650159 0.030907554056282757 -0.020773344568315241 0.0010429253166445126 -0.0099053672943173691 -0.011043097628436202 -0.013800357795547001 -0.025453615019928669 -0.0087270733178539794 -0.013475951528294715 0.027824793797373831 0.0075958142598368025 0.023558042880322788 0.0071624782678782906 0.01019799927682823 0.001464509464738809 0.0035963675452701932 -0.013657523591382271
leaf_weight=739.3889674693346 25.920478656888008 63.883966267108917 19.239651322364811 5.4131807386875144 308.04653862118721 197.69429092109203 17.579137042164803 381.29934950172901 675.9098437577486 27.665125474333763 23.401245161890984 4.9398100972175589 24.765519559383392 4.3957121372222892 13.010198920965193 210.0094413459301 12.826272904872893 14.674759596586226 9.9403445124626142 12.634144634008406 34.396161451935768 9.6685056090354902 4.0563276857137671 41.253659278154373 3.6440167278051367 130.86043986678123 33.887488022446632 76.39145091176033 20.877175867557526 50.095729127526283
leaf_count=3008 106 259 78 22 1252 813 71 1564 2734 112 95 20 102 18 53 852 52 60 40 51 141 39 17 168 15 541 138 313 86 207
internal_value=0.000277005 -0.000953864 0.000656506 -0.0135936 0.00169394 6.02432e-05 0.00339256 0.00217822 -0.0027732 -0.00211806 -0.00156909 0.00813138 0.0072019 -0.0015372 -0.00366978 0.00165596 0.00105444 0.00390809 0.0049652 -0.011642 0.00484653 0.00881917 -0.00240402 0.00359329 -0.00563108 0.00563834 0.00269896 -0.000835748 -0.00337357 -0.00858154
internal_weight=3197.77 1711.22 907.729 24.6528 1486.55 757.771 728.775 580.13 803.494 739.61 699.311 148.644 143.705 535.462 321.057 214.405 883.076 222.309 207.635 40.2993 118.939 76.8426 42.0965 50.9222 38.0402 143.687 562.551 181.252 147.364 70.9729
internal_count=13027 6952 3701 100 6075 3088 2987 2379 3251 2992 2829 608 588 2175 1305 870 3601 913 853 163 486 313 173 207 156 593 2308 744 606 293
is_linear=0
shrinkage=0.0193364
Tree=76
num_leaves=31
num_cat=0
split_feature=86 94 93 34 7 149 95 34 23 49 97 136 105 86 80 91 2 106 150 9 132 10 35 147 3 3 105 135 103 2
split_gain=16.1501 13.7918 14.427 13.4991 10.7125 10.4874 10.0149 9.49808 9.36695 10.528 9.36114 9.16916 11.816 11.0441 10.1972 10.1249 9.31446 9.13499 9.3635 8.86914 11.0014 8.81941 8.59539 8.32178 12.1428 8.86012 10.9022 8.23428 9.75197 9.43959
threshold=3.7370689655172415 16.050000000000004 1.0000000180025095e-35 6.3350000000000009 -19.769498921838018 0.62839366515837114 -5.2499999999999973 1.7050000000000003 3.6904761904761911 1.7550000000000001 1.0000000180025095e-35 6.2500000000000009 1.8335000000000001 3.0294372294372298 0.070641383395542309 -0.22041666666666662 -198.24771745462564 0.59050000000000014 0.48538789856891795 1.2761904761904763 0.29300000000000004 0.37857142857142861 2.8850000000000002 0.47660668427820335 1495.5830510404128 1560.9508291171881 0.47650000000000003 0.094500000000000015 1.1355000000000002 -122.74617769542679
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -2 10 7 23 9 19 -4 13 14 15 -13 -8 -17 18 -16 20 -1 -21 -18 24 27 -26 -27 29 -29 -3
right_child=4 6 5 -5 -6 -7 11 -9 -10 -11 -12 12 -14 -15 17 16 22 -19 -20 21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.034122883990557296 -0.015600857525142162 -0.0068866212023187693 -0.0085711178884947947 -0.013465497909053497 0.017423559345011226 0.015868018026356678 -0.013129312203632958 -0.001746143371893752 0.0057546659126900858 -0.0018619040864644998 -0.0023081812591788358 0.0059312355428806553 0.027750165666265824 0.010373705003490623 0.017583396638927634 -0.016282793349311143 0.0064768048507678321 -0.001063436110821922 -0.0020384914601416612 0.031955509401442928 -0.00022273539974627471 0.0049712249961455278 -0.001293637270156734 0.018629891602361233 -0.012861081461538294 -0.018656337151352349 0.015575340166591786 -0.013791000252067817 0.015585970552870752 0.02467951407738863
leaf_weight=3.7090150713920584 4.1738570630550376 4.4551695734262493 101.2382006496191 24.191015049815178 30.338192477822304 11.093564808368681 23.652719676494598 450.71875819563866 139.15890991687775 380.63155947625637 752.84819656610489 351.09472298622131 7.8489641398191443 35.786815896630287 21.791472107172012 12.495314568281172 72.722373753786087 188.74779403209686 15.593855038285254 4.6468963027000418 99.723160743713379 174.15981139242649 198.4854030162096 14.280663937330244 22.641202569007874 4.8958429098129299 11.987046927213667 8.8751076757907885 8.0570679903030378 17.209720939397812
leaf_count=15 18 18 410 98 132 45 96 1834 575 1538 3043 1448 33 150 88 51 293 764 63 19 405 720 813 58 92 20 49 36 33 70
internal_value=0.00027172 0.000128138 -0.00106278 0.000764624 0.0134269 -0.00280794 0.0014972 -0.000588258 0.00119396 0.000236409 -0.00305064 0.0027175 0.00418929 0.000207867 0.00386865 -0.000975732 3.75059e-05 0.000666016 0.00939813 0.00306639 -0.00144002 0.00567342 0.000789823 0.00505899 0.00257681 -0.00495562 0.00564369 0.0102912 0.00018521 0.0181859
internal_weight=3197.25 3162.74 1691.4 826.22 34.512 865.18 1471.34 543.121 802.029 662.87 854.086 928.219 585.077 343.143 577.228 307.356 283.703 226.133 37.3853 282.239 103.432 178.807 271.208 92.4018 78.1212 39.5241 16.8829 38.5971 16.9322 21.6649
internal_count=13027 12877 6868 3370 150 3498 6009 2210 3272 2697 3453 3799 2396 1403 2363 1253 1157 915 151 1159 420 739 1106 376 318 161 69 157 69 88
is_linear=0
shrinkage=0.0193364
Tree=77
num_leaves=31
num_cat=0
split_feature=86 23 34 97 36 8 98 86 92 145 40 91 52 103 137 35 4 6 17 5 8 119 130 85 141 44 37 106 103 4
split_gain=15.5909 12.3289 12.5821 10.9738 10.8879 10.6854 10.8544 14.4447 10.8678 10.7099 13.3698 11.6151 9.89151 9.75154 11.1036 9.73933 9.67445 9.47176 11.1754 9.44769 9.08184 9.0551 9.27247 9.04138 8.5665 9.13519 9.11148 8.47838 8.74872 8.46939
threshold=3.7370689655172415 3.6904761904761911 5.3650000000000011 3.5000000000000004 7.1550000000000011 1.3452380952380956 0.63397129186602885 2.8304597701149432 0.58625000000000005 0.18805000000000002 3.4050000000000007 -0.27624999999999994 3.8250000000000006 0.47750000000000004 15.050000000000002 3.9550000000000005 1528.3353723612483 1518.0488059825991 1.5000000000000002 1509.9427995451292 1.3095238095238098 1.3665 1.4720000000000002 0.34969696969696962 -1.595 12.175000000000002 0.10919122585272996 0.22750000000000004 0.33350000000000007 1544.5399177470481
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 12 6 7 9 29 10 -5 -11 13 14 -3 -16 -2 -4 20 -18 -19 22 -9 -15 -1 26 -26 -7 -29 -8
right_child=16 2 17 5 -6 27 8 21 -10 11 -12 -13 -14 23 15 -17 19 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0043933421675383874 0.021864247796315073 0.011208905519791966 -0.035744252692861439 0.0012595622601983456 -0.0058638054384728237 0.024681834636487397 -0.00096149981807939133 0.013311080460459639 0.027175874117783435 -0.026760164946722564 0.023810014373062641 -0.00083600816982196461 0.027278590719757599 0.0024175565316100628 -0.0068808852581944847 0.017623914562171231 -0.011788485819456783 0.022264120838412324 -0.023227563910914382 0.020287691324849776 -0.015842932859861689 0.019443019823230039 -0.015646311375839533 -0.028165416148489435 -0.024731925545645714 -0.020837896437872556 -0.0015955813244953273 0.01526874782691622 0.0022550915350203998 -0.0072197869298003901
leaf_weight=87.90798956155777 20.094761118292809 111.1613827496767 4.6690812706947353 29.303797915577888 40.681499496102333 6.6648939847946158 209.71374917030334 10.032549455761911 4.4059408307075492 6.6954660564661017 14.793176129460333 182.76999007165432 7.0768041908740988 257.59796378016472 26.778190597891808 7.8353064805269232 8.5715381652116758 6.4191295206546801 7.1278434842824927 5.721803903579711 3.6724672466516495 26.509514406323433 7.0269683152437201 3.6618981063365927 6.3897099494934073 9.3836806118488294 1416.2358134388924 20.064572423696518 515.90691842138767 131.60159720480442
leaf_count=358 88 459 19 119 165 27 850 41 18 27 60 742 31 1061 110 33 37 26 29 25 15 109 29 15 26 38 5740 82 2116 532
internal_value=0.000266566 0.000125714 0.00299148 -0.000382968 0.00368078 0.00102858 -0.000699484 0.00215145 -0.00298495 0.000244501 0.00882703 -0.0017529 0.00461859 0.00422425 0.00823104 -0.00133112 0.0132155 -0.0113266 -0.0046966 0.00105037 0.00839075 0.0123721 0.00137952 0.00198832 -0.00146539 -0.00182509 -0.0016996 0.00301219 0.00274246 -0.00337472
internal_weight=3196.48 3162.09 476.682 2685.41 454.793 1165.49 622.853 277.131 345.721 233.562 44.097 189.465 414.112 407.035 145.775 34.6135 34.3881 21.8885 17.2194 14.2933 10.0916 43.569 17.0595 261.26 1519.92 1432.01 1422.63 542.636 535.971 341.315
internal_count=13027 12877 1963 10914 1874 4752 2527 1127 1400 948 179 769 1709 1678 602 143 150 89 70 62 41 179 70 1076 6162 5804 5766 2225 2198 1382
is_linear=0
shrinkage=0.0193364
Tree=78
num_leaves=31
num_cat=0
split_feature=86 94 94 34 149 4 96 99 86 134 48 5 97 6 6 13 134 26 131 42 114 39 4 91 20 146 85 110 102 134
split_gain=15.0545 12.9272 13.7644 12.6141 10.0931 9.39748 9.14495 10.6536 13.8428 9.59379 9.55862 9.11202 9.0024 8.85171 11.8189 12.2 10.6388 9.55497 8.8285 8.8964 14.5631 9.20834 8.45872 8.1985 8.14084 9.01422 8.13238 9.43338 8.57886 8.33717
threshold=3.7370689655172415 16.050000000000004 1.0000000180025095e-35 6.3350000000000009 0.62839366515837114 1528.3353723612483 4.5000000000000009 0.53589743589743599 2.8520025031289116 -0.81099999999999983 3.0750000000000006 1509.9427995451292 1.0000000180025095e-35 1521.2714973010081 1517.1702993018228 0.70833333333333337 0.18900000000000003 0.49612500000000009 0.41450000000000004 3.4450000000000007 1.7320000000000002 0.16789668708527242 1418.7214625450781 0.44291666666666668 1.5000000000000002 0.0038500000000000006 0.33657894736842103 19.550000000000004 1.4435000000000002 0.92900000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -2 10 8 -8 -9 23 -7 -4 14 15 -14 17 -15 -1 24 21 -21 -22 -3 25 -20 27 29 -29 -11
right_child=5 6 4 -5 -6 11 7 9 -10 26 -12 -13 13 16 -16 -17 -18 -19 19 20 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.009893226514860836 0.02157412853668176 0.00010215037851650823 -0.0083872628606848527 -0.01300335644494488 0.015602801398969551 -0.011526403192956754 0.0053747775253908271 0.019204064173627314 0.02271993258658065 0.0037242630084069234 -0.025735529615222356 0.020010060996756781 -0.0025769803803384716 -0.021629701615494948 0.012557259717692197 0.014450944306021136 -0.025975035857831463 0.0030796288782251962 0.0052854195309067868 0.0032367805556830845 0.017889599459807549 -0.005817788424367842 0.0026526045880574268 0.029088635475420212 -0.0021652946437977169 -0.0050697508970479798 -0.01748535058735921 -0.00580856895008975 0.0048069467534091401 -0.020650091119619424
leaf_weight=26.083103150129318 19.972443431615829 796.2030091881752 101.1921174377203 24.179284155368805 11.074957400560377 8.5967559069395048 124.79873126745224 11.623212307691572 19.954901561141014 360.22782525420189 5.3305431008338919 5.6893840581178656 675.68934158980846 8.3955465406179446 20.957265615463257 16.102734342217445 12.392850756645201 19.27931509912014 356.0269727408886 56.042485773563385 17.94730818271637 167.43835496902466 56.548849239945412 3.6615053117275229 87.122544884681702 34.46706211566925 8.3465319275856 94.437900483608246 40.736006543040276 5.320286512374877
leaf_count=106 88 3235 410 98 45 37 513 48 84 1481 22 25 2731 34 85 65 50 78 1458 228 74 680 231 15 355 140 34 386 169 22
internal_value=0.000261504 0.000123331 -0.00102974 0.000755735 -0.00273431 0.01301 0.00144917 0.00312644 0.00776674 0.00183629 6.29271e-05 0.0010312 -0.00297223 -0.00224425 -0.00174701 -0.00218048 -0.0110874 -0.00441631 0.00117084 0.00154303 -0.00107871 -0.00354692 0.00632481 0.000235035 0.0031788 0.00437125 0.00143951 0.00175519 -0.00260906 0.00336917
internal_weight=3195.84 3161.58 1690.94 825.856 865.084 34.2586 1470.64 665.445 144.754 520.692 805.195 14.2861 854.009 752.817 712.749 691.792 40.0677 27.6749 801.677 775.594 297.977 223.481 74.4962 799.865 477.617 390.494 509.069 500.722 135.174 365.548
internal_count=13027 12877 6868 3370 3498 150 6009 2737 597 2140 3272 62 3453 3043 2881 2796 162 112 3272 3166 1213 908 305 3250 1953 1598 2092 2058 555 1503
is_linear=0
shrinkage=0.0193364
Tree=79
num_leaves=31
num_cat=0
split_feature=86 23 7 93 44 28 49 49 50 39 55 4 3 4 79 25 56 39 26 40 86 79 145 141 131 8 102 4 85 29
split_gain=14.5383 11.7263 10.042 9.61711 12.053 10.834 10.2009 12.6815 9.82815 9.2938 9.73662 8.58244 13.4624 10.0349 10.7505 10.339 9.21344 8.21124 8.9471 8.20314 8.38406 10.3328 8.23251 10.7204 7.89104 7.8624 8.62148 9.81016 8.56552 7.66425
threshold=3.7370689655172415 3.6904761904761911 -19.769498921838018 22.050000000000004 12.125000000000002 3.4365079365079372 2.7850000000000006 2.6850000000000005 1.8050000000000004 0.68853301178700377 1.5650000000000002 1393.2433910029033 1477.2441815877098 1581.7282310074063 2.5152597294757348 0.36666666666666675 1.8550000000000002 0.72707923990817025 0.35055555555555556 4.2250000000000005 2.6172161172161177 2.4996075448737458 0.17925000000000002 -0.068999999999999992 1.2930000000000004 0.69047619047619058 0.85650000000000015 1593.6622475006013 0.29583850931677019 3.1055555555555561
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 -5 7 17 11 25 -11 12 16 14 -13 -15 -7 18 -1 20 24 -22 23 -21 -8 -3 29 28 -28 -27
right_child=2 9 -4 5 -6 8 19 -9 -10 10 -12 13 -14 15 -16 -17 -18 -19 -20 22 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.017727571446066855 -0.015204694158508669 -0.0035362482156725212 0.016735176022986738 0.0091256350066102557 -0.019296038100124698 0.0095822905914752145 -0.0043992221996201081 0.0084054334613455281 -0.017035121841932704 -0.035095274905839823 0.0029447841868509347 0.010178085007335885 0.017595899443326655 -0.0029279464060655729 -0.0023947323601017051 0.009988204641733887 -0.028829351198733175 -0.013850336124130933 -0.0001733129937062603 -0.012513121523905595 0.022999180568476961 0.00091686184420946507 -0.014564719470076386 0.027450248992491228 0.00013626975511120851 0.00089686444531771286 0.0002037885740577306 0.010483614877748147 -0.026436093361427916 0.0093195543279536615
leaf_weight=10.527148067951201 4.1918462663888922 55.210270971059799 29.933999806642532 68.846433490514755 13.29527001082897 4.7053055912256223 446.73936457931995 67.521428391337395 11.14668023586273 4.8698346018791181 5.194642186164856 28.015300944447517 26.110911160707474 34.623594492673874 274.88878105580807 70.015042468905449 4.6255044639110565 16.257593885064125 1205.1023917645216 5.6983030140399933 8.411335736513136 135.59977658092976 36.928050771355629 4.4786084443330747 211.21934139728546 55.366582617163658 164.6030737310648 36.842246651649475 4.6362108290195456 149.51386554539204
leaf_count=43 18 225 132 281 54 19 1801 273 46 20 21 113 106 142 1124 289 19 66 4918 23 34 547 149 18 849 230 679 154 19 615
internal_value=0.000256539 0.000120991 0.0128092 -0.000375016 -0.000944253 0.00197787 -0.000830632 0.000246364 0.000894092 0.00291729 -0.0154624 0.00134549 0.0104718 0.000551616 -0.00123161 0.00571398 -0.00945768 -0.000200829 -1.82004e-05 -0.0024789 -0.00201817 0.00220753 -0.010321 0.00507234 -0.00294316 0.00331433 0.00423481 0.00144195 -0.000526249 0.00704372
internal_weight=3195.12 3160.99 34.1258 2684.76 2161.78 522.978 2148.48 1299.41 454.131 476.237 10.0645 442.984 35.4417 407.543 302.904 104.639 9.33081 1231.89 1215.63 849.075 801.97 144.011 47.105 10.1769 657.959 466.172 410.962 206.082 169.239 204.88
internal_count=13027 12877 150 10914 8775 2139 8721 5300 1858 1963 41 1812 144 1668 1237 431 38 5027 4961 3421 3231 581 190 41 2650 1922 1697 852 698 845
is_linear=0
shrinkage=0.0193364
Tree=80
num_leaves=31
num_cat=0
split_feature=56 86 86 86 111 40 18 120 92 22 86 3 86 95 38 23 145 86 137 0 85 98 56 125 31 31 145 35 11 91
split_gain=28.6672 23.0111 16.8955 19.049 14.7144 13.5527 12.369 14.6213 12.6262 10.9291 12.099 11.9596 11.417 10.8076 10.7254 10.4362 12.9769 9.5719 10.1999 9.5493 11.4356 10.105 9.51197 13.6496 13.3815 10.8238 9.59443 9.28755 9.08884 11.7462
threshold=2.0450000000000004 2.6023255813953496 1.0000000180025095e-35 2.0071428571428576 14.850000000000003 2.8450000000000002 2.5000000000000004 1.8450000000000002 -0.36624999999999991 0.33166666666666672 3.1867732558139541 1590.9551937567469 3.8090909090909095 -17.249999999999993 0.23774643750210531 3.7750000000000004 0.97130000000000016 3.517323775388292 3.8500000000000001 1512.4869635343618 -0.0040395480225988989 0.62202380952380965 1.5650000000000002 1.2250000000000003 0.13060200668896318 0.083683473389355709 0.16665000000000002 2.5250000000000004 1.7928571428571431 -0.014999999999999949
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 14 22 17 9 -8 -9 12 11 -11 13 -3 -4 -1 -17 18 -2 -16 21 -21 23 -5 -25 -24 -27 -10 29 -15
right_child=5 6 3 4 -6 -7 7 8 27 10 -12 -13 -14 28 19 16 -18 -19 -20 20 -22 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0014694326692084596 0.016702648518997696 0.027511462122212844 -0.028788639000387837 -0.013135007456937501 0.016932871256465917 -0.00080457588820668049 0.011659517785180451 -0.033557960487505784 0.024099153994375157 0.018655828936687369 -0.009197018542062908 -0.015053651753730956 0.015421597164772991 -0.0071479147590868299 -0.015630179414947432 0.0022349461053424464 0.034089844122884967 0.019672514231885412 0.0044172570386981818 -0.013987848910705302 -0.015992147379671931 0.015453670964741659 -0.018505159661327503 0.0089456705221116501 -0.0098659053611716251 -0.020000313082316198 0.00141392516464405 -0.00029136412487930835 0.0041111448668888773 0.00082955732289272696
leaf_weight=1393.8207072764635 27.16423299908638 4.9191731363534918 13.34598785638809 75.059782609343529 13.375291422009466 154.96787729859352 101.4799497127533 3.9234073460102072 6.4824169874191275 33.038679569959641 10.099458232522009 4.4627407491207114 16.649889335036278 134.34135256707668 48.794124245643616 237.74168375134468 4.8763751834630957 18.066171050071716 362.12127740681171 6.2016923576593426 13.820388227701185 14.637330919504164 12.173247322440146 27.988339737057686 28.56346932053566 8.2195106297731382 160.64901638031006 58.317394226789474 87.168295428156853 141.88284987211227
leaf_count=5627 115 20 54 304 54 649 414 16 27 134 42 18 73 544 197 966 20 81 1529 25 56 59 49 113 115 33 646 239 354 575
internal_value=9.512e-05 -0.000742839 -0.0017155 -0.00516116 -0.00292455 0.00406211 0.00258003 0.00699579 0.000108128 0.000842366 0.00958265 0.0146419 -0.000238328 -0.000946532 -0.0126933 -0.000825158 0.00287591 0.00591364 0.00527481 -0.0101176 -0.00235462 0.00668855 -0.0037744 -0.00773005 -0.000554905 -0.000898392 0.000370902 0.00214904 -0.00133217 -0.00305014
internal_weight=3224.35 2662.03 2059.27 422.828 326.029 562.32 602.766 170.203 68.7232 432.562 47.6009 37.5014 384.962 368.312 96.7995 1636.44 242.618 407.352 389.286 83.4535 34.6594 20.839 312.653 131.612 56.5518 181.042 168.869 64.7998 363.392 276.224
internal_count=13148 10774 8318 1705 1314 2374 2456 696 282 1760 194 152 1566 1493 391 6613 986 1725 1644 337 140 84 1260 532 228 728 679 266 1473 1119
is_linear=0
shrinkage=0.0193364
Tree=81
num_leaves=31
num_cat=0
split_feature=55 79 86 34 6 112 122 37 41 9 120 146 121 86 131 145 95 91 131 85 97 90 91 98 92 123 9 124 95 146
split_gain=28.1069 16.4031 16.0317 12.8935 12.4541 11.1232 10.6745 10.3856 10.9684 10.4621 9.88899 10.7972 10.8849 9.83893 9.66307 11.6299 13.0689 9.43438 9.27114 9.08762 13.7311 9.11765 9.47373 9.72953 8.92887 9.29918 8.72058 8.59758 8.40971 10.9155
threshold=1.4350000000000003 2.555407209612818 2.6461100569259965 11.525000000000002 1466.0889274047354 0.68150000000000011 1.6585000000000003 0.20609708448258388 1.8750000000000002 0.69047619047619058 2.1835000000000004 0.0028500000000000005 1.2930000000000004 3.2714987714987722 1.6835000000000002 0.87185000000000012 1.0000000180025095e-35 0.022916666666666603 0.56350000000000011 0.22005602240896346 1.0000000180025095e-35 0.18541666666666667 -0.027083333333333248 0.64852941176470602 -0.48374999999999996 0.87850000000000017 0.30952380952380959 1.3665 -5.2499999999999973 0.0026500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 5 4 27 19 7 17 14 -10 11 -7 -13 28 15 16 -9 -4 -8 26 -21 22 23 -22 -1 -26 -2 -3 29 -6
right_child=2 3 6 -5 13 10 18 8 9 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.025590728178422985 -0.010446166673038094 -0.0043091615865849782 -0.016421463863874709 -0.028580951836373145 0.00068994187003723693 0.0018838691664330048 0.0096584081369767132 0.011080537125071536 0.020738836691200559 0.0065845286105184284 0.012310646107370074 -0.029363586043450407 0.0046994560965273307 0.0097976652800111676 -0.012945675096563299 -0.012689353846283237 -0.0052725861292306012 0.0059714433715143921 -0.004601216934592799 -0.031457814754341215 -0.0046526799554826555 -0.027917647242619272 -0.011072275073931001 0.036314366951089964 -0.016077001907205509 -0.00055636561180399816 -0.0021572827226864675 -0.032661588124820264 0.0039549385328329469 -0.016699710969084038
leaf_weight=6.9301655590534201 49.146151006221771 19.744732648134235 16.550152525305752 4.7057579904794684 108.09231412410736 151.66637127101421 20.063907131552696 57.383744537830353 22.985052213072777 129.83557930588722 30.648504361510277 8.6479233056306821 5.8940001130104056 93.433380097150803 16.366592705249786 14.838905543088911 26.800114586949348 12.226423010230063 113.23383393883705 10.101367771625517 4.2068220973014849 4.9404507875442496 10.168668851256372 4.4620604664087296 17.083556726574898 92.995485872030258 1381.3966169655323 5.0133828967809668 768.3884237408638 15.417325600981711
leaf_count=28 199 81 67 19 447 614 82 232 94 529 125 35 24 402 66 60 108 50 462 41 17 20 41 18 69 376 5573 21 3185 63
internal_value=9.33372e-05 0.00254792 -0.00123489 0.0033384 0.00348725 -0.00209646 0.00209142 0.00413187 0.0053164 0.00871419 0.00221883 0.000357384 -0.0155563 0.00382764 0.000815827 0.00309124 0.00587388 -0.00690599 -0.00245428 -0.00267658 -0.0125745 -0.00454675 0.00158416 0.0164345 -0.00430717 -0.00296598 -0.00244211 -0.0100564 0.00320214 -0.00148077
internal_weight=3223.37 1131.8 2091.56 1014.8 1010.09 1661.28 430.284 296.987 268.21 152.821 196.857 166.208 14.5419 985.331 115.389 99.0228 84.1839 28.7766 133.298 1464.42 33.8794 23.778 18.8376 8.66888 117.009 110.079 1430.54 24.7581 891.898 123.51
internal_count=13148 4691 8457 4218 4199 6707 1750 1206 1089 623 798 673 59 4097 466 400 340 117 544 5909 137 96 76 35 473 445 5772 102 3695 510
is_linear=0
shrinkage=0.0193364
Tree=82
num_leaves=31
num_cat=0
split_feature=56 86 86 86 22 18 120 40 26 18 86 40 95 39 86 27 86 35 40 31 24 95 147 6 137 92 52 86 120 36
split_gain=26.7778 19.9478 14.8262 17.1806 12.6298 12.4656 15.0824 12.0565 12.3746 12.5845 12.1543 11.3977 11.0804 10.8946 10.4036 10.2802 10.0586 11.0808 13.9749 11.65 13.6584 11.4755 13.6659 9.8635 9.27139 10.0777 9.16127 9.09645 9.04238 12.7459
threshold=1.9550000000000003 2.6023255813953496 1.0000000180025095e-35 2.0071428571428576 0.33166666666666672 2.5000000000000004 2.5855000000000006 2.9650000000000003 0.48816666666666669 2.5000000000000004 2.3011627906976746 3.0350000000000006 -17.249999999999993 0.15079249821795085 3.5067567567567575 0.63050000000000017 3.2828571428571434 3.2750000000000004 2.0250000000000004 0.50396825396825407 0.93750000000000011 -5.2499999999999973 0.4519630965593785 1500.8973570619687 9.8500000000000032 -0.028749999999999998 3.1350000000000002 3.8090909090909095 1.8945000000000001 8.7550000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 28 -4 5 12 13 24 10 -10 -9 15 -3 -7 -6 16 17 21 19 -19 -21 22 23 -2 25 -5 -13 -14 29 -1
right_child=11 4 3 7 14 6 -8 8 9 -11 -12 26 27 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013640745600652288 -0.03215826950462293 0.030591007174744566 -0.012341057910883057 -0.0082433206810795315 0.012667709378962291 -0.0039723335996144585 -0.011480695374907176 -0.014583683583861605 0.015681087208752744 -0.0094817339637822493 0.0048279984663065299 -0.0040895579264915811 -0.0017213242240250507 0.011287046978567507 -0.017181955759582233 -0.015214677640342062 0.013057548197567805 0.0043185500307012445 0.010355652622016282 -0.018372209767920162 0.018758140897696379 0.0027412808062809925 0.0073263035599375357 -0.0078845929272014954 -0.011032826572739371 0.0020811261746937811 0.0056610085676946642 0.013674781521575174 0.0020887177541273278 -0.013825880317875145
leaf_weight=1174.7900762706995 9.8310616016387957 4.1868505775928488 94.444832876324654 64.212959811091423 58.944712951779366 21.244495987892151 15.841404274106024 21.727351427078247 34.794538050889969 9.4439717680215818 27.091997921466827 120.17235007882118 326.19802483916283 98.925999701023102 4.7103806287050238 9.7414179444313032 50.537484645843506 165.93251025676727 157.92228062450886 17.61361296474934 4.6859669387340537 154.87042251229286 13.139017522335051 17.246434956789017 72.970251530408859 78.619825750589371 51.44820599257946 15.004320323467253 294.65943317115307 31.507817670702934
leaf_count=4738 40 17 382 259 240 86 65 88 140 38 109 496 1321 405 20 41 221 697 671 74 20 639 54 71 294 317 217 66 1194 128
internal_value=9.15733e-05 -0.00089873 -0.00183233 -0.00512384 0.0023629 0.00129242 0.0062508 -0.00291664 0.00290069 0.0103079 -0.0038107 0.00322892 -0.00066005 0.00858894 0.0104572 0.00448298 0.0048074 0.00403689 0.00611391 0.0025548 -0.0105657 0.000351188 -0.00885102 -0.0167027 -0.00542542 -0.00256015 -0.00116619 -0.001044 -0.000947867 -0.00168965
internal_weight=3222.46 2449.32 1904.26 403.306 545.056 481.401 136.012 308.861 93.0579 44.2385 48.8193 773.141 345.389 120.17 63.6551 601.52 591.779 541.241 346.154 188.232 22.2996 195.087 40.2165 27.0775 215.803 142.833 171.621 341.202 1500.96 1206.3
internal_count=13148 9907 7687 1627 2220 1960 556 1245 375 178 197 3241 1404 491 260 2528 2487 2266 1462 791 94 804 165 111 870 576 713 1387 6060 4866
is_linear=0
shrinkage=0.0193364
Tree=83
num_leaves=31
num_cat=0
split_feature=55 150 86 34 6 112 130 144 123 4 106 19 86 23 2 19 37 146 86 9 85 92 123 120 0 0 80 104 106 86
split_gain=26.2997 15.5058 14.856 12.352 11.894 10.5915 10.4641 11.1093 10.0008 12.5698 12.3426 9.53963 9.23853 10.6663 10.6411 9.75469 9.87959 9.22814 8.87427 8.70322 8.78195 8.57482 8.95981 8.55552 8.78901 13.1912 10.1748 9.70959 8.32222 8.28662
threshold=1.4350000000000003 0.483516332634852 2.6461100569259965 11.525000000000002 1466.0889274047354 0.68150000000000011 2.6125000000000003 0.0039500000000000013 1.6200000000000003 1601.4067561800198 0.95450000000000013 1.5000000000000002 3.2714987714987722 3.6333333333333337 -147.9934088123043 3.5000000000000004 0.33003556970483044 0.013750000000000002 3.9115384615384619 0.30952380952380959 0.50016806722689089 -0.48374999999999996 0.87850000000000017 2.1835000000000004 1579.344457735898 1603.7379844907912 0.046585792411838654 0.94950000000000012 0.8590000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 5 4 -3 19 8 -8 10 -10 17 23 13 15 28 -6 -17 18 -4 -2 -21 -1 -23 24 27 -26 -27 -7 -15 -16
right_child=2 3 6 -5 12 11 7 -9 9 -11 -12 -13 -14 14 29 16 -18 -19 -20 20 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.025057520942686092 -0.010432165409588492 -0.0098481642055225187 0.002217524875243309 -0.028036977076778991 0.0031999152236837644 0.0052041015029969332 -0.014663817264905371 0.0091171805336373434 -0.00052415436240120321 -0.02609470309993598 0.019418265464119226 -0.0026948409886411997 0.0095136838996115226 0.0012771208898371387 0.011674700601063416 -0.007062314049561467 0.0029637004850412551 0.019858413090365103 0.022961066668472637 -0.0021871574080195343 -0.021758442691675036 -0.015756849721685364 -0.00051945804382591933 0.018468729552828505 -0.024116547410345066 -0.021278826126188918 0.0080095100442383726 0.028070681027063709 -0.026844279377089577 -0.00016702225748264506
leaf_weight=6.9293394088745108 51.068657204508781 24.779779061675072 265.7276313751936 4.696547642350196 561.16393081843853 47.757665693759918 25.968143180012703 10.235226005315779 80.199702844023705 7.8923802822828284 19.60682013630867 84.991446271538734 93.008014112710953 29.366859659552574 121.25391381978989 78.780554577708244 68.86108823120594 12.42225895822048 7.9386837482452384 1404.5002174973488 8.6220549792051298 17.076955676078796 92.987239807844162 17.141430333256721 8.8945941030979139 5.4121456891298321 24.474800169467926 8.1232899874448758 4.5393792539834967 27.007955014705658
leaf_count=28 207 102 1078 19 2314 193 106 42 326 32 80 345 402 123 515 323 288 51 35 5667 35 69 376 70 36 22 99 33 19 113
internal_value=8.98704e-05 0.00246603 -0.00119474 0.0032355 0.00338125 -0.00202403 0.00200854 -0.00793895 0.00292327 -0.00281663 0.00457751 0.00218754 0.00371449 0.00310903 0.00728236 0.00203635 -0.00238581 0.00356 0.00281975 -0.00259013 -0.00230666 -0.00419895 -0.00288451 0.00589947 0.00362228 -0.00344914 0.00270214 0.00853068 -0.00248877 0.00951728
internal_weight=3221.43 1130.45 2090.98 1013.46 1008.76 1660.99 429.991 36.2034 393.787 88.0921 305.695 196.795 983.982 890.974 182.168 708.806 147.642 286.089 273.666 1464.19 1413.12 116.994 110.064 111.804 94.6625 38.7815 29.8869 55.881 33.9062 148.262
internal_count=13148 4691 8457 4218 4199 6707 1750 148 1602 358 1244 798 4097 3695 770 2925 611 1164 1113 5909 5702 473 445 453 383 157 121 226 142 628
is_linear=0
shrinkage=0.0193364
Tree=84
num_leaves=31
num_cat=0
split_feature=55 79 34 1 3 46 26 27 34 136 99 53 3 19 136 134 50 48 122 104 30 79 92 29 27 130 92 27 26 107
split_gain=25.3056 14.9211 11.9021 11.1527 9.35957 11.5074 11.3491 12.0063 11.556 11.5461 9.46187 9.00108 8.71894 8.63689 13.3898 13.3577 12.5286 8.40547 8.63405 11.2855 11.0064 9.40937 8.33181 8.88087 8.89228 11.5184 8.24846 8.10937 10.437 8.63706
threshold=1.4350000000000003 2.555407209612818 11.525000000000002 1343.0987117737607 1411.0798080150703 2.6250000000000004 0.39387500000000003 0.40788888888888891 1.2950000000000002 7.8500000000000005 0.69782608695652182 1.4850000000000001 1702.5945241143461 3.5000000000000004 2.9500000000000006 0.6110000000000001 1.3150000000000002 1.655 1.7300000000000002 1.3335000000000001 0.15590372929822474 2.6906999843170061 0.29291666666666666 2.2111111111111117 0.50118055555555563 1.2680000000000002 -0.48374999999999996 0.48292857142857148 0.58236111111111122 0.52250000000000008
decision_type=2 2 2 2 2 2 2 2 2 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 11 6 12 -2 9 -9 -8 -7 -3 17 -5 -15 16 -16 18 19 20 -6 -20 27 -24 25 -25 -1 28 29 -12
right_child=4 2 -4 13 5 10 7 8 -10 -11 22 -13 -14 14 15 -17 -18 -19 21 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.024577685566814673 -0.016867829447628484 -0.014520781365994431 -0.027555922331367746 0.0046465537620180436 -0.0051400319624553513 0.00084721329515355609 -0.024342803538811655 0.023424951278297686 0.0030516439803704026 0.0099290969607977522 0.00032835907047205795 0.0051005394685186504 0.012079546928629217 0.023471273097596758 -0.0079090225623831643 0.020418352932820821 0.0023349568496425594 -0.011362250317127523 -0.023519543274204757 0.022657003517949352 0.0015115345273370986 -0.0047183967973093684 -0.022201555566361206 -0.0091025120726009028 -0.0035942492051315397 0.015863986141141907 -0.0028288452562695663 -0.0015539942823518092 -0.019063960187473226 -0.0089347825661092641
leaf_weight=6.9280980676412574 11.326340556144713 23.052105948328972 4.686298891901969 770.39076273143291 305.65893122553825 695.92815361917019 11.139703273773195 10.86938828229904 244.81686443090439 5.4794071465730658 65.841035470366478 14.072658762335776 12.333678364753721 8.7909038215875608 79.391901612281799 10.362948790192602 101.95729529857635 57.32538577914238 16.099170312285423 6.4415845423936835 133.6822709441185 26.088795557618141 4.6865700036287299 8.6807390004396421 26.036396160721779 33.771201595664024 110.06083792448044 304.22429521381855 22.510176420211792 87.817833960056305
leaf_count=28 46 94 19 3209 1235 2825 45 44 988 22 265 59 50 37 324 44 432 232 65 26 539 105 19 35 106 137 445 1228 91 354
internal_value=8.81938e-05 0.00242003 0.00317537 0.00331839 -0.00117174 -0.0016843 0.0020938 0.00288289 0.00391824 -0.0130404 -0.000653449 -0.00708192 -0.00399405 0.00371615 0.000140999 -0.000928965 -0.00214949 -0.00435778 -0.00353474 -0.00274327 -0.00311599 -0.0118956 -0.00254012 0.00353763 0.00530075 0.0107572 -0.00411797 -0.00346602 -0.00676749 -0.00496539
internal_weight=3220.45 1129.69 1012.7 1008.02 2090.76 1807.13 283.632 272.305 255.686 16.6191 1249.5 37.1248 557.63 970.894 200.503 191.712 181.349 545.296 487.971 445.783 439.341 42.188 553.568 73.1749 68.4883 42.4519 116.989 480.393 176.169 153.659
internal_count=13148 4691 4218 4199 8457 7312 1145 1099 1032 67 5060 153 2252 4046 837 800 756 2202 1970 1800 1774 170 2235 297 278 172 473 1938 710 619
is_linear=0
shrinkage=0.0193364
Tree=85
num_leaves=31
num_cat=0
split_feature=86 55 90 78 136 25 42 135 47 123 47 138 50 41 9 135 80 92 86 85 90 86 86 85 122 8 0 108 90 94
split_gain=19.8007 11.7368 10.0334 11.7963 10.9096 11.3939 10.9653 10.7899 12.4053 10.2281 10.0463 9.33781 11.1819 9.28851 9.12225 9.57949 13.6768 8.77889 8.70856 13.26 12.4437 11.7438 10.7263 10.172 10.376 9.15811 8.97397 8.97768 8.88319 8.73247
threshold=3.1026315789473689 1.425 0.021249999999999953 0.81666666666666676 3.6500000000000008 0.64583333333333337 6.6250000000000009 -0.48749999999999993 1.5050000000000001 0.89750000000000008 1.3750000000000002 6.5000000000000009 1.3550000000000002 2.4050000000000007 0.37857142857142861 0.38900000000000007 0.059933822551323505 -0.18041666666666661 2.4724747474747479 -0.14653958944281528 -0.32916666666666661 1.0000000180025095e-35 2.0425438596491232 0.019975990396158404 2.2425000000000002 3.0333333333333337 1379.6929872610665 1.5000000000000002 -0.074999999999999942 23.550000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 9 -9 -6 18 -13 -14 -5 17 -17 -16 21 20 -20 25 -23 24 29 -3 -24 -28 -25 -21
right_child=-2 11 3 14 6 -7 -8 8 -10 -11 -12 12 13 -15 15 16 -18 -19 19 23 -22 22 26 28 -26 -27 27 -29 -30 -31
leaf_value=0.0044758932743792744 0.0050883447547132258 -0.00013001868871422506 0.0076330555276687391 0.015014686206994695 0.011280605877546123 0.023379916221743582 -0.018224962262646669 -0.010087622524296545 0.015857182649910467 0.0010262581050035115 -0.0027953370777489871 -0.0018879929439738321 -0.014077860891507131 -0.0029461857175746621 -0.036155719059037805 -0.0082284550991449153 0.022239549293627647 -0.008173321941947918 -0.0081227721559418466 -0.0056354028924279495 0.017555786485966684 -0.014365428164960775 -0.031547362011805372 0.011628958236109866 -0.036388378437479246 0.017826936077907553 0.0044450264271569681 -0.0093946105626400486 -0.0014928120916864918 0.019193734595782424
leaf_weight=37.35880833864212 263.35358162224293 657.49593755602837 31.141629800200462 7.5640029311180106 75.322186604142189 17.51203516125679 10.306117773056028 32.691633075475693 20.139471843838692 583.48447598516941 25.326001167297363 885.00484272837639 54.641970559954643 57.569994255900383 4.3785310834646216 13.148726761341097 9.4738064706325513 97.450926795601845 8.6706425100564939 51.089327841997147 37.787415355443954 41.468676418066025 3.7094158679246894 41.067688301205635 3.7178850024938574 10.78978358209133 46.696724623441696 28.047861933708191 36.361001774668694 5.904476433992385
leaf_count=154 1110 2657 127 31 315 74 42 133 82 2422 104 3572 221 234 18 55 39 399 35 206 153 168 15 166 15 44 188 113 147 24
internal_value=9.25511e-06 -0.000446423 0.00130028 -0.00307063 0.00218941 0.0105112 0.00157824 0.00185533 0.000924701 0.000436466 0.00773822 -0.00130232 -0.00261718 -0.00836752 -0.00559607 -0.00684957 0.00453015 -0.00937827 4.54811e-05 0.00382592 0.012762 -0.000839846 -0.00641146 0.00082001 -0.00510498 0.000159924 -0.0022061 -0.000747818 0.00546646 -0.0030612
internal_weight=3198.68 2935.32 965.298 163.158 802.141 54.8708 747.27 736.964 636.316 616.176 100.648 1970.02 997.217 112.212 132.016 124.452 22.6225 101.829 972.807 184.598 46.4581 788.208 119.923 138.14 60.7117 668.286 78.454 74.7446 77.4287 56.9938
internal_count=13063 11953 3995 669 3326 228 3098 3056 2637 2555 419 7958 4027 455 542 511 94 417 3931 746 188 3185 484 558 245 2701 316 301 313 230
is_linear=0
shrinkage=0.0193364
Tree=86
num_leaves=31
num_cat=0
split_feature=86 23 86 55 28 111 84 10 45 37 86 27 143 35 94 4 85 137 4 115 85 137 4 29 0 31 143 136 19 2
split_gain=19.0602 14.5596 13.0168 10.924 10.8763 11.8597 10.0852 10.9353 9.9342 11.862 11.4079 9.88966 12.7107 10.055 9.60521 9.4941 9.24688 9.23374 9.15154 8.92733 8.89024 9.12865 8.81993 9.35124 8.54226 8.52789 8.49047 9.24305 8.48153 8.42474
threshold=3.1026315789473689 3.4142857142857146 1.0000000180025095e-35 1.8350000000000002 3.2111111111111117 9.6500000000000004 0.015993589743589703 2.4476190476190482 1.135 0.27434057995528416 2.485525227460712 0.4835416666666667 -0.60349999999999981 3.8150000000000004 19.050000000000004 1600.0450495535808 0.50016806722689089 3.1500000000000008 1471.6178727685854 1.2250000000000003 -0.12344827586206894 14.050000000000002 1357.9669812537411 6.3166666666666673 1446.6545116373873 0.15919147224456962 1.5925000000000002 13.950000000000001 1.0000000180025095e-35 -114.02207393971081
decision_type=2 2 2 2 2 2 2 2 2 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 26 5 -4 8 16 -1 18 14 12 -6 24 15 -11 22 -16 28 -5 21 -12 -8 -24 25 -13 -3 29 -10 -28
right_child=-2 2 4 19 11 -7 7 -9 9 10 20 13 -14 -15 17 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00060608471017055768 0.0049949850825641946 0.0057552308484844113 -0.026327579441217695 -0.023076774757310077 -0.010775230449005406 0.011824240937554374 0.018299617628981708 0.0040111098904229764 0.0042724509180290474 -0.0051452229100507263 0.0073409400855035624 -0.0093439123713505677 0.016772580817456268 0.013483902689435374 -0.013745682802135261 0.0039251219773609822 -0.026887993486812183 0.0024920711948413937 -0.0057916495568297519 -0.00021239535269528028 0.00070999421910864955 0.032050689487565627 -0.0059117748791922484 0.0078464898244233611 -0.013918689581151528 0.0232416281638641 -0.024697462769905077 0.01116229129935937 -0.028707143808881772 0.003367175573858342
leaf_weight=1208.8957076817751 263.09101063013077 352.012156650424 13.329164177179338 9.1105938553810137 9.041382849216463 3.9442991912364951 6.1274546384811392 56.819611951708794 3.7253573238849667 364.98492546379566 28.786144480109215 6.8846506923437101 20.344970107078552 8.7493893802165967 14.185164377093313 48.922867730259895 7.1559458523988715 169.63355408608913 73.223619043827057 21.33656719326973 88.21479706466198 6.9378625601530066 314.21127063035965 19.618516266345978 35.111531615257263 5.3189249038696289 10.493637427687647 8.0381705760955793 13.354139760136603 6.4548634290695217
leaf_count=4936 1110 1458 54 37 37 16 25 233 15 1472 116 28 83 36 57 197 29 683 295 86 355 28 1274 80 144 22 43 33 54 27
internal_value=9.1074e-06 -0.000437816 0.00253126 0.00408217 -0.00361969 -0.0176122 -0.00106253 -0.00385181 -0.000504968 -0.00215921 -0.00133237 -0.00078994 0.00829487 -0.00555289 -0.00243946 -0.00407298 -0.00513908 0.00123849 -0.0087661 -0.00705761 0.00400637 0.0121439 -0.00468085 -0.005103 -0.00907496 0.00485704 0.00498203 -0.00590802 -0.0215113 -0.0140076
internal_weight=3198.06 2934.97 510.17 407.446 102.724 17.2735 2424.8 403.933 2020.86 811.968 721.665 85.4508 29.3864 56.0645 597.727 413.908 347.113 183.819 90.3031 30.4472 123.939 35.724 339.957 333.83 47.3151 12.2036 376.999 24.9867 17.0795 16.9485
internal_count=13063 11953 2104 1684 420 70 9849 1641 8208 3272 2908 350 120 230 2409 1669 1408 740 364 123 499 144 1379 1354 194 50 1561 103 69 70
is_linear=0
shrinkage=0.0193364
Tree=87
num_leaves=31
num_cat=0
split_feature=97 36 10 49 41 0 142 85 151 109 137 120 8 36 144 28 93 143 148 136 10 53 28 48 124 109 104 120 106 102
split_gain=11.8223 14.188 11.8489 11.7249 10.8859 10.4467 11.1927 9.88 9.5605 9.00998 12.9865 11.1655 14.3269 11.7218 10.5603 10.2716 11.7626 11.2047 9.91819 9.8844 9.80478 9.46845 9.43133 9.01346 9.40812 8.66873 8.64119 12.4121 10.9225 12.8872
threshold=3.5000000000000004 16.375000000000004 2.4226190476190479 1.9350000000000003 1.7750000000000001 1532.0963234346157 2.6215000000000006 -0.27388994307400377 0.92500000000000016 1.5000000000000002 22.050000000000004 1.3165000000000002 1.0333333333333337 3.5850000000000004 -0.019449999999999999 5.1833333333333345 29.550000000000004 -1.3474999999999999 0.27350937747107446 17.850000000000005 2.1547619047619051 3.1050000000000004 2.683333333333334 2.1350000000000002 1.9000000000000001 2.5000000000000004 0.37350000000000005 1.5855000000000004 0.68150000000000011 0.99850000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 7 6 25 -5 -9 14 11 23 18 -14 -1 16 20 19 -13 -17 -16 -19 -12 24 -11 -4 -2 28 29 -28
right_child=3 -3 5 4 -6 -7 -8 8 -10 10 22 12 13 -15 15 17 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
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leaf_weight=4.6725914478301993 89.236628159880638 27.008826181292534 81.49532362818718 8.9120665192604047 973.17256002128124 66.260549321770668 6.0765737593173972 6.2007954716682425 120.2998531460762 138.48062032461166 4.4226382523775127 10.288953319191931 63.164373263716698 69.167988449335098 969.82309511303902 17.189545869827274 4.1942239999771109 190.90841533243656 4.6619977355003348 3.9031483232974997 59.226476386189461 6.1609894931316367 23.168654933571815 11.134314537048338 13.102655336260794 9.2785919606685621 19.355160996317863 110.70122019946575 72.16737949848175 13.389877200126646
leaf_count=19 371 110 338 36 3979 275 25 25 485 560 18 42 257 281 3945 70 17 776 19 16 243 25 94 46 53 38 79 467 298 56
internal_value=8.94875e-06 -0.00103769 -0.000823824 0.00132987 0.000406289 0.00413982 9.16099e-05 -0.00473029 -0.00611702 -0.00133189 -0.00413636 -0.00526791 -0.00141023 -0.00343778 -0.000578091 -0.00068651 0.000118423 -0.00449894 0.0165289 0.00889359 -1.3299e-05 -0.00593276 0.00857435 -0.00875925 -0.00752496 0.00179328 0.00468827 0.00259351 -0.00217175 0.00708933
internal_weight=3197.23 1783.79 1756.78 1413.44 1108.59 163.111 96.8505 135.413 126.501 1593.67 337.592 310.001 147.283 132.332 1256.08 1251.41 1033.24 218.162 14.951 21.0927 1029.05 197.069 27.5913 162.718 151.583 90.7739 304.85 215.614 104.912 32.745
internal_count=13063 7267 7157 5796 4525 676 401 546 510 6481 1370 1258 599 538 5111 5092 4205 887 61 86 4188 801 112 659 613 376 1271 900 433 135
is_linear=0
shrinkage=0.0193364
Tree=88
num_leaves=31
num_cat=0
split_feature=86 23 86 146 55 4 4 89 27 125 110 49 93 42 37 31 31 29 99 36 132 143 136 136 2 49 143 110 141 136
split_gain=18.3016 16.041 13.9257 10.8918 10.4195 9.83847 9.78316 9.35804 10.6986 10.6933 9.3704 9.20049 13.5393 8.87613 8.86163 8.60513 8.38641 9.3549 9.17296 8.43738 8.31327 8.16886 8.88729 8.1088 8.07383 7.8998 10.1876 7.99942 7.88473 7.83605
threshold=2.8804761904761906 3.4142857142857146 1.0000000180025095e-35 0.0026500000000000004 1.8350000000000002 1357.9669812537411 1404.9971632473028 0.49000000000000005 0.44527777777777783 0.77500000000000013 10.15 1.7950000000000002 20.550000000000004 8.3750000000000018 0.42750599100321851 0.087956043956043964 0.22926223241590213 3.4142857142857146 0.78416149068322993 2.7950000000000004 2.6460000000000004 1.5925000000000002 13.950000000000001 4.9500000000000011 -114.02207393971081 1.5750000000000004 -0.86799999999999988 21.450000000000003 1.7930000000000004 3.9500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 21 -5 -2 8 -4 -9 14 13 20 25 -10 -6 17 19 -19 -14 -13 28 24 -17 -23 27 -27 -1 -3 -18
right_child=6 2 7 5 15 -7 -8 9 10 -11 -12 12 16 -15 -16 23 29 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00064130990542427197 -0.0075321342131820287 0.0050005656888153973 0.013826060699616999 0.018107061523887951 -0.034605946928125485 -0.0052658806498051547 0.0042046837429167983 0.026443582720962547 -0.022562531312567989 -0.0030887620982640498 -0.038394165533177434 -0.0027529161717348384 -0.0065132310483702188 -0.014634496341119036 0.0056658163931844916 0.016823952680890493 -0.033077707556184791 0.0024264215249774628 -0.00896956177831351 0.012272192480260886 0.012373697198967812 -0.024179456614097608 0.010954769648953464 -0.0087661445497286446 0.0032890990773911731 -0.0064154610573574052 0.012397816992968652 0.022056430457979066 0.018815631567540032 -0.0039968697783984561
leaf_weight=397.19099003076553 28.222957625985146 335.43755407631397 4.4138919413089779 6.8882408440113059 3.6772734969854382 291.91174986958504 447.44043761491776 5.1903508603572837 10.537864103913313 39.041650384664536 6.6686337292194358 1099.3091094195843 10.653380110859869 12.320390880107878 6.8606189340353003 5.9513906836509731 3.9229624420404425 220.31458982825279 30.00129123032093 55.398495331406593 13.74958562850952 10.51501812040806 8.0266785919666273 20.792206823825836 6.450778707861903 13.724590763449667 49.769525781273842 6.6272648125886908 16.192425921559334 29.512099623680115
leaf_count=1621 116 1389 18 28 15 1186 1861 21 43 159 27 4447 43 50 28 24 16 899 121 224 56 43 33 84 27 57 210 27 69 121
internal_value=8.80301e-06 -0.000602896 0.00260599 -0.00128979 0.00399845 -0.00472668 0.00350813 -0.005188 -0.013832 0.000377421 -0.0189079 -0.000761089 -0.0015231 0.00156291 -0.0114297 -0.00688568 0.00179512 0.00276857 0.00106026 0.00924137 -0.00256597 0.00487778 -0.0058023 -0.00306805 -0.0137339 0.00199016 0.0083303 0.000993084 0.00563708 -0.00741368
internal_weight=3196.71 2721.05 479.756 2241.29 407.043 298.8 475.663 72.713 28.481 44.232 24.0671 1942.49 1462.86 479.633 17.3985 30.4209 349.803 316.368 250.316 66.0519 1113.06 376.622 24.9925 26.7436 16.9658 467.312 63.4941 403.818 351.63 33.4351
internal_count=13063 11086 1980 9106 1684 1214 1977 296 116 180 98 7892 5927 1965 71 123 1424 1287 1020 267 4503 1561 103 108 70 1915 267 1648 1458 137
is_linear=0
shrinkage=0.0193364
Tree=89
num_leaves=31
num_cat=0
split_feature=86 23 86 146 26 93 49 91 89 39 4 40 1 130 126 85 93 98 31 31 99 105 111 10 85 132 7 97 46 35
split_gain=17.7726 13.3906 12.0952 10.4878 11.3853 9.96288 12.8755 9.34079 9.21376 10.898 10.815 9.14777 8.67199 11.3128 8.33436 8.18365 14.6225 11.5046 8.81632 9.16358 8.56277 8.32845 8.14544 9.00786 7.81924 7.68809 14.7574 13.2017 10.4707 9.97155
threshold=3.1026315789473689 3.4142857142857146 1.0000000180025095e-35 0.0026500000000000004 0.64309523809523828 20.550000000000004 1.7950000000000002 -0.23666666666666661 0.37000000000000005 0.28209177524508428 1508.7980811448763 3.0650000000000004 1526.0398284332825 2.1835000000000004 1.3875000000000002 -0.14653958944281528 23.550000000000004 0.27922077922077926 0.19501860272840019 0.20274995274995272 0.78416149068322993 0.90050000000000019 4.8500000000000005 0.55238095238095253 0.47230769230769221 1.9500000000000002 -6.3615755300118044 4.5000000000000009 4.1650000000000009 3.7050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 24 6 -1 -6 9 14 11 12 13 -10 -4 16 -7 -17 20 -20 -19 -18 23 -2 -5 27 28 29 -27 -24
right_child=22 2 8 4 7 15 -8 -9 10 -11 -12 -13 -14 -15 -16 17 21 18 19 -21 -22 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0016563967304471623 -0.0083246181566429857 0.0039244458659833479 0.020797066607445066 -0.0045486310428693444 -0.016987714992074032 0.021163203870292253 -0.0022336677237927926 0.017367551211492218 -0.016948190330508116 -0.021209770298958316 0.0077708031376280823 -0.033199024249006857 0.012487933750453406 0.017737631170680741 -0.011958909407630438 -0.032786731297032003 0.0080709068316540972 0.0042745425323499108 -0.017775958031716253 -0.0010711990715401869 -0.005334034752442123 -0.018636206627332248 0.0020534598566156574 0.0093840982048751711 -0.024022278603969102 -0.042333798261064204 0.011017164491532427 0.011301927098351136 -0.0018769369750744468 -0.015645670671252821
leaf_weight=432.13739635050297 11.689113214612005 406.70553129911423 5.1587675362825411 312.51450319588184 3.688456445932391 21.639825761318207 1205.661529302597 14.884948477149008 17.692235603928573 19.348427206277847 36.09402784705162 4.4436912387609473 8.9660671651363355 4.3829341828823081 6.6349790692329407 3.6802029460668555 11.248354345560076 274.68764826655388 14.702969714999197 74.411061435937881 39.679953932762146 7.1291483193635932 43.69078965485096 131.50153052806854 7.9023925215005866 5.9374459832906741 6.7351745069026938 42.648720905184746 4.0089298933744431 16.351931780576706
leaf_count=1769 48 1684 21 1269 15 88 4878 61 72 79 148 18 37 18 27 15 46 1120 60 307 160 29 184 555 32 25 29 184 17 68
internal_value=8.6577e-06 -0.00042273 0.00242702 -0.00102166 -0.00417601 -0.000508777 -0.00120723 0.0105403 -0.00350122 -0.0122803 0.000318072 -0.00726118 -0.00354299 -0.0100574 0.00236678 0.0020492 0.0103928 0.00122895 0.00153963 -0.0038285 0.00306153 -0.00228842 0.00482831 0.00793795 -0.00502933 0.00109768 -0.0110755 0.00307595 -0.0260392 -0.00276651
internal_weight=3195.96 2933.4 509.427 2423.97 338.99 2084.98 1637.8 18.5734 102.721 31.1422 71.579 35.4849 31.0412 22.0752 11.7937 447.179 40.0173 407.162 403.482 89.114 314.368 18.3775 262.564 143.191 320.417 119.373 16.6816 102.691 9.94638 60.0427
internal_count=13063 11953 2104 9849 1377 8472 6647 76 420 127 293 145 127 90 48 1825 163 1662 1647 367 1280 75 1110 603 1301 507 71 436 42 252
is_linear=0
shrinkage=0.0193364
Tree=90
num_leaves=31
num_cat=0
split_feature=10 1 36 122 23 120 91 42 18 145 14 133 1 39 8 2 93 138 39 103 8 28 149 16 5 5 95 141 34 28
split_gain=14.3018 11.1908 10.8145 10.0574 11.2622 12.9149 11.9453 10.6586 13.152 10.5485 11.3618 9.74575 10.3332 9.63653 10.0729 9.52097 9.04346 8.7936 11.2289 8.62964 13.4911 8.40004 8.22563 7.77403 7.75831 12.0109 9.09523 13.3829 7.74411 11.1654
threshold=2.4226190476190479 1589.927953162407 3.9850000000000008 2.8060000000000005 3.8452380952380958 0.78900000000000015 -0.42416666666666658 2.7550000000000003 1.0000000180025095e-35 0.17085000000000003 0.22500000000000003 1.3875000000000002 1388.6851035406007 0.26975113996408306 2.577380952380953 -306.60504032466275 11.400000000000002 8.5000000000000018 0.32846747663679837 0.27550000000000008 1.7238095238095241 3.4722222222222228 0.5270764772947919 3.5000000000000004 1489.761744348765 1484.1983340353347 5.9999999999999991 0.47150000000000009 1.9350000000000003 2.2678571428571432
decision_type=2 2 2 2 2 2 2 2 2 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 23 4 6 22 7 -1 17 28 11 -11 -13 14 -5 -12 -17 18 -9 20 -10 -15 -6 -3 25 -2 27 -26 -8 -30
right_child=1 2 -4 13 5 -7 9 8 19 10 15 12 -14 21 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0128619487092764 0.008785679352441152 -0.0016535367851040477 0.018686935060651083 -0.02336890692020218 0.0015886408860956399 0.0040138519914780652 -0.0019643198251066427 0.006865514243405051 -0.021351506136208676 0.017857330192074375 -0.016781539900429774 0.032035533343293149 -0.0020457569888333192 -0.028632685387621315 0.010482611492131979 -0.0022856626147187099 0.0004072286145332744 -0.017020940642335891 -0.029809041727744803 0.012793922170715311 0.016436710340715942 -0.0075152886884406155 -0.021052330564566644 0.016756760189352665 0.013606525298842964 -0.012603406558740418 0.022611600107624766 -0.0006413207851988928 0.011971799511330346 -0.013168173451596481
leaf_weight=44.608239993453026 25.38628725707531 152.00984375178814 11.633660256862639 4.3314756453037289 11.144044294953348 363.78787329792976 97.211633235216141 19.590765684843067 8.0903010517358762 22.879418954253197 13.579540044069288 3.7216421961784354 31.036344647407532 11.463751256465914 13.582137659192083 718.85023735463619 1327.0159682333469 17.818397760391235 3.7091954797506324 37.114516422152519 6.26364442706108 18.287203222513199 12.982275202870367 9.084674730896948 62.119107663631439 15.999387741088865 18.707936778664589 40.851158365607262 7.4004156440496436 61.134835928678513
leaf_count=183 105 629 49 18 45 1506 395 80 33 93 55 15 126 47 57 2921 5404 73 15 152 26 75 53 39 259 66 77 170 30 248
internal_value=0.000340798 0.00411558 0.000685432 -0.000103067 4.64307e-05 0.00310512 -0.00044384 0.00509757 0.0013558 -0.000776901 -0.000409091 0.00805799 0.00160494 -0.00891046 0.00229149 -0.000646097 -0.000538943 -0.0067968 0.00102127 0.00786994 -0.00485833 -0.0156565 -0.0105936 -0.000614649 0.00774861 0.000515222 0.0102084 0.0079537 -0.00547452 -0.0104523
internal_weight=3191.4 335.792 172.728 2855.6 2807.94 387.914 2420.03 137.195 92.5868 2282.83 2117.08 57.6374 34.758 47.6646 17.9136 2059.45 2045.87 41.1184 23.3 51.4685 14.3539 29.751 24.1263 161.095 163.064 41.3857 121.678 102.97 165.747 68.5353
internal_count=13044 1394 717 11650 11453 1604 9849 562 379 9287 8614 234 141 197 75 8380 8325 168 95 211 59 122 98 668 677 171 506 429 673 278
is_linear=0
shrinkage=0.0193364
Tree=91
num_leaves=31
num_cat=0
split_feature=86 10 145 137 133 6 109 93 31 7 93 44 14 35 46 36 8 99 108 35 8 8 39 121 52 52 24 39 56 104
split_gain=14.7741 12.874 9.72303 8.77396 8.68085 11.7451 8.37307 16.7717 9.62277 9.14602 8.24728 11.6028 10.69 10.8089 10.0008 9.07293 9.90761 10.9271 9.32885 9.12478 10.7188 11.6059 9.80599 9.69965 11.6339 8.44837 9.66084 12.0141 14.1496 13.3073
threshold=3.3550420168067232 2.4226190476190479 0.50375000000000014 18.950000000000003 1.4720000000000002 1518.3352397574956 2.5000000000000004 22.050000000000004 0.18612670408981552 -65.136413026947466 15.900000000000002 12.125000000000002 0.22500000000000003 2.9750000000000005 2.9150000000000005 7.1550000000000011 2.378571428571429 0.86811594202898557 2.5000000000000004 3.1250000000000004 0.96666666666666667 0.44761904761904764 0.22322586513493844 0.95000000000000007 2.9450000000000007 2.9550000000000005 0.55000000000000016 0.44364091734390515 1.6950000000000001 0.58350000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 -4 5 -3 9 8 -8 -7 11 25 13 -12 -15 19 -17 18 -18 23 21 -21 -22 -14 -25 26 -1 29 -29 -28
right_child=2 4 3 -5 -6 6 7 -9 -10 -11 12 -13 15 14 -16 16 17 -19 -20 20 22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.0027510520773568205 0.0020595895636370903 0.0077290001775633232 0.0092488787688173521 0.030444991198494319 0.0071691857912380107 0.028692636928846781 -0.038161818691222871 0.0066537977589346837 -0.011894254296059448 -0.00073927308819751107 0.033062638991937225 -0.026367986067861553 -0.0052064066126736646 -0.022910182379315122 0.014041507410169865 -0.0094155040522933536 -0.0049398478557385137 -0.027925638191349675 0.015460827900119545 -0.016121815132366032 -0.00096780011373778796 0.010289410584444129 0.0045499179703115591 0.00092235729386811556 -0.031051833743274328 0.0028935757215360035 0.0048546530924810346 0.0045387141167759198 -0.01925474316757957 -0.0076349826274431203
leaf_weight=959.90955804288387 84.574394911527634 58.80300934612751 53.692752867937088 8.4526531398296338 147.29620349407196 4.1920231580734244 7.3782035559415844 14.24413253366947 17.81302984058857 66.764579579234123 7.4485404342412975 6.9284023791551581 137.47523777186871 3.7217019349336615 10.330724954605101 67.174612283706665 14.998772114515303 3.8440768271684638 18.978627517819405 6.6671924889087668 267.5753195732832 92.030455812811852 218.96129578351974 466.97220543026924 4.2901746034622184 159.91524727642536 204.85313853621483 16.672153145074844 21.248287692666054 37.772248700261116
leaf_count=3890 360 241 234 37 614 17 30 60 73 275 30 28 556 15 42 272 61 16 77 27 1090 377 912 1890 18 659 836 67 87 153
internal_value=0.000334284 4.54176e-05 0.00632741 0.0121343 0.003737 0.000748659 -0.00296927 -0.0101123 -0.0195941 0.00100019 -0.000382887 -0.0014128 0.000714715 0.0142365 0.00424809 0.00049082 -0.00495854 0.00295627 0.00645423 0.000970084 0.0026941 0.00850425 0.00151531 -0.000687292 0.000630934 -0.00128923 -0.00182851 0.00132785 -0.00879292 0.00290996
internal_weight=3190.98 3044.26 146.72 62.1454 316.491 169.195 110.392 39.4354 25.1912 70.9566 2727.77 1407.3 1320.47 21.501 14.0524 1298.97 104.996 37.8215 33.9774 1193.97 585.234 98.6976 486.537 608.738 471.262 1400.37 1240.46 280.546 37.9204 242.625
internal_count=13044 12413 631 271 1310 696 455 163 103 292 11103 5720 5383 87 57 5296 426 154 138 4870 2406 404 2002 2464 1908 5692 5033 1143 154 989
is_linear=0
shrinkage=0.0193364
Tree=92
num_leaves=31
num_cat=0
split_feature=10 1 137 145 36 5 5 122 108 91 23 42 130 18 54 8 138 104 2 145 105 56 131 31 126 2 109 56 7 10
split_gain=13.2799 10.4262 12.1473 10.6742 10.3769 9.99355 10.0999 9.73204 11.9562 10.574 11.2188 10.4306 11.4748 10.3385 10.4797 9.90723 9.51483 10.8434 9.27156 9.11024 10.6757 9.33856 8.92659 8.7893 8.73757 8.20022 8.18271 7.92299 7.85335 7.51263
threshold=2.4226190476190479 1589.927953162407 3.6500000000000008 0.25400000000000006 3.9850000000000008 1489.761744348765 1526.3101603109305 2.8620000000000005 4.5000000000000009 -0.42416666666666658 3.8452380952380958 2.7550000000000003 0.7320000000000001 1.0000000180025095e-35 1.1650000000000003 0.25833333333333336 8.5000000000000018 0.33250000000000007 -306.60504032466275 0.17085000000000003 0.12600000000000003 2.1550000000000007 0.58550000000000002 0.25463121783876502 1.1835000000000002 141.34276994297036 1.0000000180025095e-35 1.6250000000000002 38.531334035160633 0.79285714285714304
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -3 -4 -7 9 23 11 15 12 -1 16 29 27 17 24 -17 20 -20 -21 25 -9 -13 -12 -19 -11 -25 -15
right_child=1 4 5 -5 -6 6 -8 8 -10 10 22 13 -14 14 -16 18 -18 26 19 21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.019576168167938824 0.014721589424779979 -0.0006141924767774739 0.00041394120812280613 -0.025662915767232793 0.018327780527970919 0.014142389177867429 -0.002474969776049391 -0.005722492641172197 0.021153249914981902 0.0011861047978445234 -0.0011432754351448492 0.033895837085846259 0.014619319388573073 -0.032512290034109055 0.0099638066596690195 -0.016050532710819097 -0.01606937671540741 -0.033718623341820887 0.00098788887449805332 -0.0008661969594692707 -0.0091717487211468336 0.0038480141587423095 0.0035462859673742473 -0.037097745985197647 0.00032121378962698499 -0.029936071024662385 -0.00090370327699745812 0.018541556269291701 -0.0076653031498990949 0.0022259508577733155
leaf_weight=3.9694097191095343 3.6730519533157331 161.02898471057415 38.661770164966583 7.3100372552871704 11.588080659508703 97.151657491922379 15.908753573894499 24.989511907100677 4.3606925457715979 22.465198889374733 10.7543842792511 5.4123171269893664 47.85593393445015 3.9320521056652051 52.83945631980896 15.046498402953146 18.807839602231979 3.7219073772430411 63.208338797092438 1896.0507146716118 99.577526226639748 171.3015018850565 349.53217288851738 8.1655435860156995 6.2407507598400116 5.6365161836147299 11.984972998499869 17.499264076352119 5.8059448152780524 5.6901620626449585
leaf_count=16 15 668 160 30 49 406 66 103 18 91 44 22 197 16 218 61 77 15 257 7683 404 731 1447 34 26 23 49 71 24 23
internal_value=0.000327932 0.00396812 0.00748003 -0.0121522 0.000657481 0.00890178 0.0118037 -9.96201e-05 -0.00919425 4.05092e-05 -0.000251211 0.00486059 0.0119981 0.00145467 0.0065834 -0.000754584 -0.00548302 0.0017936 -0.000924475 -0.000822373 -0.00522661 -0.000475545 0.00289214 -0.0125938 0.0159251 -0.0110521 -0.00868874 0.0087878 -0.0248757 -0.0119713
internal_weight=3190.17 335.322 162.705 10.9831 172.617 151.722 113.06 2854.85 43.3217 2811.53 2651.07 160.455 51.8253 108.629 62.4617 2285.15 46.1678 27.3599 2245.18 2230.14 162.786 2067.35 365.923 38.961 11.6531 16.3909 15.7069 39.9645 13.9715 9.62221
internal_count=13044 1394 677 45 717 632 472 11650 179 11471 10812 659 213 446 257 9298 189 112 9136 9075 661 8414 1514 161 48 67 64 162 58 39
is_linear=0
shrinkage=0.0193364
Tree=93
num_leaves=31
num_cat=0
split_feature=86 10 122 31 38 95 85 144 23 120 85 3 131 145 31 86 44 8 107 130 5 85 45 150 35 7 26 3 85 105
split_gain=14.1695 11.9156 10.7258 12.6277 10.7552 10.4642 11.6687 9.57999 9.536 11.718 10.5598 11.364 10.5065 9.3581 9.18086 8.85971 11.506 16.443 11.6485 13.8548 9.92516 9.91312 9.70337 9.63523 9.13122 11.3125 8.92653 8.78115 8.52875 9.01606
threshold=3.3550420168067232 2.4226190476190479 2.8620000000000005 0.29190074906367042 0.19509469876784688 1.5000000000000007 -0.064462279293739988 0.0054500000000000009 3.8452380952380958 0.78900000000000015 -0.0022072072072071994 1441.709640478862 0.58550000000000002 0.50375000000000014 0.19065794256633947 2.3937969924812035 8.8150000000000031 1.9666666666666668 0.90450000000000019 2.9500000000000006 1522.330448017173 -0.2818181818181818 1.135 0.60039056692601223 3.7850000000000006 34.620734926313851 0.63750000000000007 1594.0650729825404 -0.32270270270270268 0.9405
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -4 6 7 -3 15 -10 11 -11 -12 28 -13 22 18 21 -17 -20 -19 -18 24 -24 25 -1 -26 -25 -2 -30
right_child=13 5 3 -5 -6 -7 -8 -9 9 10 12 14 -14 -15 -16 16 17 20 19 -21 -22 -23 23 27 26 -27 -28 -29 29 -31
leaf_value=0.00037805535224775253 0.019064550264235241 -0.0023987087364589553 0.022399640458430563 -0.026822832203843471 -0.0089049819400894899 0.011219188610127053 0.0035002878516610025 -0.026019801013143357 -0.010514477656527313 0.012100977392399417 -0.012411481280298385 -0.015266750261781816 0.0057275741989571598 0.011909398015440557 0.0050918564250569424 0.0046567311610517725 0.012311709240759002 0.016278661919773101 -0.0017063794558628248 -0.039870786439899226 -0.0098813783535221262 -0.007661871840997714 -0.002634702257160111 -0.018920417218140459 -0.0037268836763763189 0.010467234644008434 0.014198462911734377 0.0082462143744848112 -0.0031827799508351599 0.014904090464138937
leaf_weight=685.27416633069515 9.7040199637413007 23.097118526697162 5.0398907214403179 12.114649206399916 22.003352910280228 55.466721028089523 228.61414776742458 8.8907912969589216 23.665254205465317 11.931450903415678 12.460013985633848 28.635891959071159 283.05491423606873 61.898601830005646 11.644758224487303 337.08548827469349 10.082622513175009 22.346445500850681 79.870543032884598 3.7189874351024619 7.1544663608074179 117.59003303945065 688.76427908241749 24.107381537556652 280.07135973870754 44.232154294848442 10.782662555575369 5.4501181840896598 62.476990193128586 12.336265653371809
leaf_count=2794 42 95 21 50 90 231 948 36 96 49 51 117 1173 271 48 1368 41 91 325 15 29 476 2780 97 1146 180 44 22 264 54
internal_value=0.000321683 3.89679e-05 -0.000372937 -0.0104195 -0.00306683 0.00359306 0.00196958 -0.00896779 -0.000226545 0.00264983 0.003546 -0.00446979 0.00496245 0.00619722 -0.00938009 -0.000687718 0.00138652 -0.00307717 0.00305438 -0.00340662 0.00993227 -0.00608381 -0.00137712 -0.00309876 -0.000165046 0.000989911 -0.00306201 -0.013909 0.00201281 -0.000199109
internal_weight=3189.57 3043.15 2727.08 39.1579 27.0432 316.069 260.602 31.9879 2687.92 371.392 347.727 52.2121 295.515 146.416 40.2807 2316.53 577.849 157.174 420.675 83.5895 29.5009 127.673 1738.68 718.322 1020.36 729.506 290.854 29.5575 84.5173 74.8133
internal_count=13044 12413 11103 161 111 1310 1079 131 10942 1534 1438 214 1224 631 165 9408 2345 637 1708 340 120 517 7063 2899 4164 2974 1190 119 360 318
is_linear=0
shrinkage=0.0193364
Tree=94
num_leaves=31
num_cat=0
split_feature=86 10 1 85 55 85 131 130 97 111 7 111 93 44 98 56 77 7 91 19 130 147 141 46 77 85 7 6 0 134
split_gain=13.6534 11.466 10.1866 9.23591 8.14011 8.13267 11.2841 10.2143 9.32264 15.4393 12.1236 8.4123 8.30572 11.3529 9.75601 8.8314 8.70734 8.42204 14.5718 10.5714 8.30167 8.18431 8.11131 10.3341 7.68594 7.61595 9.46565 12.3875 8.0113 7.47813
threshold=3.3550420168067232 2.4226190476190479 1598.6557142648073 -0.055749385749385698 2.1650000000000005 0.27459459459459462 0.64600000000000013 1.4365000000000003 2.5000000000000004 8.2500000000000018 6.7307389176593242 10.850000000000003 15.900000000000002 12.125000000000002 0.7947368421052633 2.1550000000000007 1.591666666666667 18.91231619792973 -0.31374999999999992 3.5000000000000004 1.3875000000000002 0.45340220333168152 0.12400000000000001 4.285000000000001 1.0333333333333337 -0.32270270270270268 -22.105722773762405 1526.8135778565118 1608.8706287396872 -0.28749999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 5 12 -7 8 10 -10 -8 24 13 17 15 21 -16 18 -1 -19 -17 -14 -4 -24 -9 28 27 -27 -2 -3
right_child=25 2 3 -5 -6 6 7 11 9 -11 -12 -13 14 -15 16 20 -18 19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0051289539875844659 0.025466038308070843 0.014150002898373433 0.0080711445039894497 0.0017913376912031976 -0.00738837122607149 0.009098472976963666 -0.027551973752382958 -0.0069890712474589087 0.026962209391998938 -0.016824465885673996 0.010750393080326827 0.0091725052738935425 -0.00050832544061746765 -0.027218252377927257 0.031790271169513107 -0.0070488435994899065 -0.0047587078513140072 0.0015599513814133215 -0.0024018237800069639 0.022599949631441046 0.0087329899668242179 0.0032013556345062799 -0.028288942924658105 0.0095572862957501691 -0.026026929535272907 -0.019649787600608998 0.0067167324744306983 0.012258664908112244 -0.0076629332139868814 0.0045251307282064496
leaf_weight=106.41989357769489 12.964817598462107 39.766312822699547 5.4371062368154552 130.23890569806099 60.344524309039116 14.519465655088423 7.6298475116491336 12.355111584067343 8.3416990488767606 4.7057600170373908 5.1859488040208817 4.3936674296855918 847.42264518141747 6.1841340065002433 7.1595224589109403 14.570885032415388 3.6893325746059418 217.88803066313267 987.11216323077679 9.307293772697447 85.894391342997551 301.45312272012234 11.565079376101492 3.5135780274868003 22.18718384206295 12.334467530250551 110.20501719415188 7.2008500695228568 3.4521136581897727 125.35335205495358
leaf_count=435 58 166 22 540 249 59 31 50 34 19 21 18 3438 25 29 62 15 887 4008 38 372 1223 47 15 90 52 475 31 15 520
internal_value=0.000315575 3.82442e-05 0.0035258 -0.00010798 -0.000365748 -0.000206788 -0.00630546 -0.0097581 -0.000336391 0.0111657 -0.0120502 -0.0160146 -1.97786e-05 -0.00108751 0.00110444 0.000945828 0.0193591 -0.00096504 -0.00166889 0.00242245 0.00644341 0.00046502 -0.0121659 -0.0194666 -0.0192204 0.00608844 0.0045175 -0.00788544 0.0184965 0.00684369
internal_weight=3188.8 3042.64 315.874 150.755 2726.76 2666.42 79.3187 64.7992 25.8633 13.0475 12.8158 38.936 2587.1 1326.91 1260.19 1249.34 10.8489 1320.73 1093.53 227.195 100.465 1148.88 20.5158 15.0787 34.5423 146.157 129.74 19.5353 16.4169 165.12
internal_count=13044 12413 1310 624 11103 10854 322 263 105 53 52 158 10532 5393 5139 5095 44 5368 4443 925 434 4661 84 62 140 631 558 83 73 686
is_linear=0
shrinkage=0.0193364
Tree=95
num_leaves=31
num_cat=0
split_feature=35 131 55 132 11 94 38 126 85 145 55 49 148 40 85 137 29 79 6 123 4 85 118 148 37 27 121 137 41 36
split_gain=17.5986 13.1408 12.7438 10.1441 10.1108 12.3452 10.1214 8.91504 8.86981 9.93171 9.33494 8.91665 9.69206 8.3343 8.03644 7.91741 7.67849 7.2459 7.13677 7.049 6.927 6.92251 7.51354 6.89575 6.72785 6.57109 6.55018 9.91748 6.50584 10.8116
threshold=5.9050000000000011 1.8820000000000003 1.3750000000000002 2.1340000000000003 0.92261904761904778 23.550000000000004 0.28761020198530451 0.68350000000000011 0.27459459459459462 0.92370000000000008 2.1750000000000003 1.8550000000000002 0.26356968113433638 1.5050000000000001 -0.14902097902097897 18.950000000000003 2.3875000000000006 2.8477419616417294 1472.4969573790106 2.0250000000000004 1520.9255113028582 -0.31767441860465112 1.9000000000000001 0.27856974973686094 0.54392639393835795 0.46950000000000003 1.5855000000000004 10.950000000000001 1.8250000000000004 5.8450000000000006
decision_type=2 2 2 2 2 2 2 2 2 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 4 5 6 -4 -3 10 11 28 13 24 -10 -12 21 26 -9 -19 -5 -16 -6 -23 -14 -13 -26 -2 -28 29 -1
right_child=16 2 3 19 15 -7 -8 17 9 -11 14 12 23 -15 20 -17 -18 18 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00079729013130555571 -0.022404540928133557 -0.017730960819899385 -0.018686286878115917 0.0069122505018373633 -0.02374326328442574 0.02193906100324448 0.0067458921850892658 0.021187921182371165 -0.0085019606382299665 0.01772484307384058 0.017377420988668884 0.0052084132482918396 -0.025286183950284626 -0.037217539052560034 -0.0048410826464074467 0.014316187180788614 -0.0039481543140682971 0.029123920782162992 0.0065676214078417734 0.035430782276018022 -0.021041573256056319 0.0031299838321890597 -0.0116989308208024 -0.0017856101835162634 0.0062678057381503668 -0.019917887578758012 -0.016655184759412564 0.015073416927663133 0.0010306397555351595 -0.019754980571228941
leaf_weight=786.25413171947002 18.644918397068977 4.8330226093530646 27.351207762956619 10.732966780662535 4.4347036182880393 4.1713184714317313 7.437492921948432 16.126790329813957 8.6521824896335584 6.1268238276243201 4.1231041997671118 31.364766985177994 11.972673013806345 6.7181303799152365 26.440978765487671 16.442416131496429 93.12810018658638 5.4630526453256598 130.26305766403675 4.6440304815769187 15.754111558198927 86.116806402802467 14.996471449732779 7.6596838384866706 5.6319109350442877 9.8275168687105161 10.561857804656031 5.6501226872205725 1792.2738022506237 11.407730117440222
leaf_count=3182 76 20 111 44 18 17 30 66 36 25 17 130 49 28 109 67 380 23 553 19 65 349 61 31 23 40 43 23 7353 46
internal_value=0.000177801 0.000471897 0.00409774 0.000531676 -0.000901707 -0.00947724 -0.0132475 0.0081104 2.86422e-05 -0.00601178 0.000230197 -0.0077904 -0.0047191 -0.0210622 -0.00837351 0.00183684 -0.00684678 0.00893359 0.00747665 0.0155348 -0.0108922 -0.000107153 0.000929815 -0.0161219 6.16378e-05 -0.0103759 -0.0145884 -0.00559327 0.000384096 -0.00106856
internal_weight=3185.21 3057.22 333.013 176.327 160.95 38.96 34.7887 156.686 2724.21 87.9537 2636.25 81.8269 66.4566 15.3703 46.3182 121.99 127.985 151.853 135.726 15.377 42.1951 105.548 101.113 19.6324 46.8242 15.4594 34.8569 16.212 2589.94 797.662
internal_count=13034 12512 1378 716 653 158 141 662 11134 362 10772 337 273 64 191 495 522 642 576 63 174 428 410 80 193 63 142 66 10581 3228
is_linear=0
shrinkage=0.0193364
Tree=96
num_leaves=31
num_cat=0
split_feature=35 131 47 86 132 23 7 53 54 136 7 143 102 86 41 39 36 143 26 104 3 130 21 5 112 147 2 30 136 56
split_gain=16.9286 12.6505 11.2616 10.2991 10.243 11.7274 10.1907 9.53369 9.40865 11.5589 9.31455 8.17284 8.12208 7.82762 7.74043 10.0709 8.01861 7.96823 7.73437 9.90984 8.07594 7.68101 7.62169 7.56967 9.85467 7.37133 9.77572 13.8565 8.89637 8.61314
threshold=5.9050000000000011 1.8820000000000003 1.2850000000000004 3.8090909090909095 1.8820000000000003 1.4500000000000002 1.4938448898097934 2.8050000000000002 1.1850000000000003 14.950000000000001 -16.802188779422291 -0.74149999999999994 3.0085000000000002 2.7285012285012287 1.8250000000000004 0.22958564589427072 3.4850000000000008 -0.86799999999999988 0.44816666666666666 1.0625000000000002 1352.7882054507452 1.7890000000000004 0.30785714285714288 1551.1181480629164 0.38200000000000006 0.4519630965593785 -238.18518204977758 0.14093535572408813 4.0500000000000007 2.3550000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 18 12 5 -4 8 11 9 -7 -5 -8 14 -10 15 17 22 -1 -3 20 -20 -22 -17 24 -2 29 27 -27 -28 -16
right_child=23 2 4 10 -6 6 7 -9 13 -11 -12 -13 -14 -15 25 16 -18 -19 19 -21 21 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.01855169715790286 -0.0047755854674601406 0.025497112164368771 0.01507440588130767 -0.016721225921366233 0.011590187641376355 -0.021563600006106999 -0.019145725448536502 0.032224305919940313 -0.0060803301901684176 0.01185368207865652 0.01633921748889812 0.0060656116222921564 -0.023812644473782403 0.007279432572775987 -0.00057304946356751321 0.0018630122686442547 0.011945369423142388 -0.0046848975611558149 0.02388176572244784 -0.020348850171676897 0.0012160099580019604 0.011390184819071362 -0.0024358881569040789 0.0065566830042730643 -0.017371504567460574 -0.026609114930359029 0.0077225320005775691 0.0044646020255693928 0.0016816864753267701 0.0084150091945496899
leaf_weight=18.978729888796806 81.143151178956032 9.1177067905664426 15.773573890328406 3.6808475553989437 29.37483936548233 21.784272015094761 5.6197077482938758 4.4690187424421302 58.985288918018341 4.7014673650264731 23.530474364757538 33.122325301170349 5.3824337273836127 22.704745024442673 1141.4187789559364 223.18007536232471 18.033871829509735 84.445452198386192 11.059939265251158 4.7434888929128638 52.873918816447258 58.400827676057816 498.82502491772175 14.267665803432463 32.54502235352993 10.375306740403177 109.93252363801003 11.101577222347258 533.75812883675098 41.302436828613281
leaf_count=77 331 38 64 16 121 88 23 18 241 19 109 135 22 94 4650 903 73 344 46 20 222 249 2017 58 133 42 452 46 2201 182
internal_value=0.000174405 0.000462867 0.00402207 2.80847e-05 0.00106039 -0.000789902 -0.00244352 0.00549337 -0.00561447 -0.015629 0.0118637 0.00240584 -9.13391e-05 -0.00236637 -4.38481e-05 -0.00157875 -0.000788781 -0.00723056 0.00829537 0.00706007 0.00812383 0.00655642 -0.00110698 -0.00671596 -0.00838225 0.000656727 0.00228522 -0.0105465 0.00271349 -0.000259105
internal_weight=3184.63 3056.68 332.731 2723.95 196.535 167.16 151.387 43.2111 108.176 26.4857 27.2113 38.742 2696.73 81.69 2691.35 843.463 740.039 103.424 136.196 127.078 122.335 111.275 722.005 127.956 113.688 1847.89 665.168 21.4769 643.691 1182.72
internal_count=13034 12512 1378 11134 803 682 618 176 442 107 125 158 11009 335 10987 3414 2993 421 575 537 517 471 2920 522 464 7573 2741 88 2653 4832
is_linear=0
shrinkage=0.0193364
Tree=97
num_leaves=31
num_cat=0
split_feature=36 6 16 126 120 131 34 84 3 120 49 11 28 31 13 77 3 106 108 147 106 131 30 31 45 141 122 49 141 90
split_gain=14.4394 14.1259 10.2481 9.54907 9.24135 8.28991 9.95089 13.3743 8.1562 10.5299 11.1965 13.7992 10.3066 10.0989 8.7382 8.51166 10.1712 8.202 8.07725 7.76435 9.01429 8.92924 7.73033 7.6484 7.21555 11.0662 8.87617 7.10471 7.0264 11.6556
threshold=6.245000000000001 1517.7612837443423 1.0000000180025095e-35 0.38750000000000007 1.5280000000000002 1.8820000000000003 1.3550000000000002 0.011458333333333301 1397.3600868761314 1.6835000000000002 2.0750000000000006 1.9666666666666668 4.6833333333333345 0.3352713178294574 1.0000000180025095e-35 1.3785714285714288 1725.1029725996457 0.22750000000000004 2.5000000000000004 0.46252839585274935 0.8590000000000001 1.3875000000000002 0.12681311751103638 0.11872797449236447 1.4150000000000003 -0.8075 0.69600000000000006 4.955000000000001 -0.13799999999999998 -0.14124999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 -3 4 -1 24 7 23 -2 10 -10 12 18 15 -15 16 17 -11 -12 20 -17 -21 -14 -7 27 -26 -27 -5 -25 -30
right_child=1 2 -4 5 -6 6 -8 -9 9 13 11 -13 22 14 -16 19 -18 -19 -20 21 -22 -23 -24 28 25 26 -28 -29 29 -31
leaf_value=-0.025164107332436854 0.016678092500641305 -0.0037103797966070336 0.022374586327021277 0.0003763299578996569 0.0076819136364569196 0.026417627762257791 0.0020524567339854096 -0.02049927823159594 -0.017689947303007634 0.0083202236929131243 0.0069819055180600715 0.015622910112254383 -0.004278701752898512 -0.00037539312232794532 -0.026911662063838812 -0.0061209384965738639 0.0242800027572239 -0.0080761826092882634 -0.025163192468194154 0.027475481898300298 0.023429489954756619 0.00092662475000676277 -0.031905320271796177 0.018676836951045675 0.017707220850283759 0.0098898457803721293 -0.013345998097833996 0.019730363363879455 -0.024318536245968924 0.010141011357236095
leaf_weight=10.216775238513945 6.1618375927209845 10.25667963922024 12.473630011081694 2489.9609116017818 4.6593691110610953 13.53475274145603 282.18769431114197 4.5793474912643424 46.774661228060722 13.31504839658737 13.814190432429315 10.190029963850973 6.1611201465129879 7.8607946038246181 11.333302885293959 22.092930138111118 4.4231046289205542 79.386363714933395 3.7030636668205252 10.23396608233452 4.6727848798036566 8.8232394903898221 9.848089933395384 16.45776334404945 6.1481089591979972 7.2345772236585608 40.714992806315422 7.1084787845611563 4.887616008520129 14.693022280931475
leaf_count=42 25 42 51 10181 19 56 1170 19 191 54 56 41 25 32 46 90 18 323 15 42 19 36 40 68 25 30 168 29 20 61
internal_value=0.000171098 -0.00400993 0.0106032 0.00057667 -0.0148736 0.000656304 0.00350974 0.011102 -0.00529375 -0.00583009 -0.0111144 -0.00407689 -0.010067 -0.0028804 -0.0160487 -0.00111153 -0.00435272 -0.00572033 0.0001799 0.00575708 -0.000957633 0.0151889 -0.0212798 0.0140235 0.00028009 -0.00670621 -0.00983866 0.000431474 0.00936511 0.00153391
internal_weight=3183.91 281.525 22.7303 2902.38 14.8761 2887.51 336.34 54.1525 258.795 252.633 90.4912 43.7165 33.5265 162.142 19.1941 142.947 97.1245 92.7014 17.5173 45.8229 26.7657 19.0572 16.0092 49.5732 2551.17 54.0977 47.9496 2497.07 36.0384 19.5806
internal_count=13034 1146 93 11888 61 11827 1394 224 1053 1028 368 177 136 660 78 582 395 377 71 187 109 78 65 205 10433 223 198 10210 149 81
is_linear=0
shrinkage=0.0193364
Tree=98
num_leaves=31
num_cat=0
split_feature=35 131 55 86 133 126 102 55 42 45 29 30 126 113 141 31 97 147 115 26 42 136 26 41 36 147 51 121 136 133
split_gain=15.9889 11.7749 11.7773 9.966 8.52263 8.48222 7.82085 7.59418 10.3228 7.36324 7.19351 7.00956 6.80821 10.7153 11.4711 10.5472 7.59505 6.87083 6.79038 6.77191 7.5512 6.71303 6.37435 6.35883 8.03678 7.72924 6.1674 6.16683 8.3218 5.84048
threshold=5.9050000000000011 1.8820000000000003 1.3750000000000002 3.8090909090909095 2.9500000000000006 0.68350000000000011 3.0085000000000002 2.1750000000000003 8.7850000000000019 1.4550000000000003 2.3875000000000006 0.081190947044605513 1.6125000000000003 0.68150000000000011 0.72850000000000004 0.14239631336405525 5.5000000000000009 0.43873633682589819 1.6125000000000003 0.41612500000000002 2.5950000000000002 3.0500000000000003 0.52292857142857152 1.8250000000000004 5.8450000000000006 0.4519630965593785 1.0650000000000002 1.5855000000000004 8.9500000000000011 3.1835000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 7 9 11 23 27 -9 13 14 16 -16 -4 -15 19 -14 -21 26 -5 24 -1 -25 -12 -2 -29 -7
right_child=10 2 4 22 -6 29 -8 8 -10 -11 21 -13 18 17 15 -17 -18 -19 -20 20 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.0011596569347878246 -0.021628063631717556 -0.017439147063696939 -0.00049471080648870783 0.006290378658912371 0.024387407671954613 0.0074384165137267727 -0.023353289239223099 0.0070036147831152524 0.015824547808535646 0.021731191277545511 0.028602619851651336 -0.014473551652464426 0.021555871532529365 -0.0059642193064992528 -0.0020432858790806929 -0.031839497638596476 0.017667100827732343 -0.042723767396100107 0.01605329229448969 -0.012367626120587559 0.0064109563853721645 -0.0053281630617946401 0.027981552757630052 -0.00026284758535029382 -0.017861089006535796 0.0023530541191378062 -0.005268089942861545 -0.017959454510009628 0.0098529999056637674 0.0214525735186703
leaf_weight=791.103619530797 18.599452137947083 4.8377323597669593 82.512628510594368 20.344300687313083 5.3910621404647818 139.13586600124836 5.38814952969551 6.7591729015111914 6.1206899285316458 5.8655814677476874 4.3873229026794416 35.484997257590294 5.1339798569679251 3.6670461744070044 9.8428148627281207 8.0979578047990781 9.6078820973634702 3.9554432779550552 15.838627666234968 15.007073774933813 17.151981070637703 84.944040805101395 6.7471225857734671 1175.5313442051411 10.918310418725012 659.08653834462166 3.7012471705675125 8.8384771794080752 7.3739438802003852 12.08782012760639
leaf_count=3199 76 20 334 93 22 590 22 28 25 24 18 147 21 15 40 33 39 16 65 61 70 347 32 4803 44 2717 15 36 30 52
internal_value=0.000167816 0.000448136 0.00388457 2.88437e-05 0.000458213 0.0077528 -8.83969e-05 -4.17615e-05 -0.00763445 9.71961e-05 -0.00653156 -0.0110357 -0.000297217 -0.00289134 -0.00135497 -0.015499 0.00139958 -0.0250573 0.00544748 0.000940641 -0.00235094 -0.00372478 0.0116975 4.90192e-05 -0.00138716 0.00067689 0.0131021 -0.0140299 -0.00530695 0.00855944
internal_weight=3183.46 3055.62 332.268 2723.35 176.206 156.061 2696.26 2690.87 48.3649 2642.51 127.844 42.2442 170.815 117.684 110.061 17.9408 92.1205 7.62249 53.1317 37.293 32.1591 93.0326 27.0914 2636.64 802.022 1834.62 8.08857 34.8119 16.2124 151.224
internal_count=13034 12512 1378 11134 716 662 11009 10987 200 10787 522 175 694 477 446 73 373 31 217 152 131 380 125 10763 3243 7520 33 142 66 642
is_linear=0
shrinkage=0.0193364
Tree=99
num_leaves=31
num_cat=0
split_feature=35 147 126 6 102 146 5 112 31 56 53 142 26 46 31 3 112 92 24 56 31 104 94 145 143 29 37 26 102 121
split_gain=15.3828 9.11157 8.67218 8.33459 7.37232 7.14761 6.98393 9.39617 7.80372 7.67289 6.94777 7.08163 6.65017 6.64477 6.66749 6.57245 9.50528 7.88658 8.16246 6.76731 9.2711 10.3522 9.25894 12.4576 9.17393 8.32889 6.42485 6.18182 8.39972 7.35031
threshold=5.9050000000000011 0.50912534435261725 0.31650000000000006 1538.4203219889193 3.0085000000000002 0.0027500000000000003 1551.1181480629164 0.38200000000000006 0.29649979649979658 2.1550000000000007 1.8950000000000002 -1.6179999999999997 0.55707142857142877 4.3250000000000011 0.12546296296296297 1395.1862482366871 0.77250000000000008 -0.32874999999999993 0.4642857142857143 2.1250000000000004 0.26202034211742958 1.0245000000000002 20.550000000000004 0.19645000000000004 2.0335000000000005 3.8452380952380958 0.27684375135140565 0.43894444444444453 1.3335000000000001 1.1055000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 27 15 -5 7 8 10 -10 11 -2 -9 -14 -15 16 17 18 -4 22 21 -21 24 -24 -17 -22 -19 -3 29 -29
right_child=6 3 4 5 -6 -7 -8 12 9 -11 -12 -13 13 14 -16 19 -18 26 -20 20 25 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.015082145943779521 -0.020970846525517887 -0.025516080939882644 -0.011474106190423539 0.0015301830931312768 -0.02062854873493538 0.033686315263308217 0.006345451899974504 -0.025132135648896929 -0.01900648549860515 0.0054814479950796736 -0.021911240624775785 0.0041911072743196212 -0.030395430770851335 0.021006017761358423 -0.010360148009747458 -0.00091477655833716346 0.023724512760863199 -0.0045669373540819271 0.01810921561059789 0.0063736715824015099 -0.001360358597657817 -0.0040396569199701669 0.0068698110429103714 0.00013664794046995627 -0.014090260958317983 -0.023642835891469729 0.003065570811870472 -0.005954475429094482 0.020152035267104833 0.0045702927507643345
leaf_weight=13.893901690840719 4.6050417423248282 2.7129956483840934 4.2138138413429287 4.2957466393709165 6.3178491294383994 6.4986985474824905 14.256425425410269 17.032575830817223 20.001989334821705 6.2821601927280417 5.0616053193807593 45.146471455693245 3.6435849964618674 3.6882129311561576 8.0745715498924238 1712.1689360886812 8.1067136973142606 52.393401116132736 20.109609335660934 184.80565068125725 31.509231463074684 44.230387419462204 136.83996041119099 412.343958735466 19.987008824944496 7.8291639983654013 193.53498335182667 29.626525953412056 11.140411928296087 152.42525719106197
leaf_count=57 19 11 17 18 26 27 58 70 81 26 21 184 15 15 33 6943 33 213 82 791 137 193 559 1687 81 34 788 122 46 647
internal_value=0.000164626 0.000439584 0.000155087 0.00435958 0.000229816 0.020899 -0.0064079 -0.00800989 -0.00449053 -0.0131518 -0.000335745 0.00185972 -0.0168053 -0.00759242 -0.000517574 0.000276457 0.00309766 0.00247842 0.0129812 -3.15242e-05 0.00287286 0.00436245 -0.00037322 0.00181447 -0.00106686 -0.00579809 0.00143927 0.00344762 0.00385509 0.00285716
internal_weight=3182.78 3054.98 2848.28 206.7 2834.39 10.7944 127.793 113.536 81.0973 26.2841 54.8131 49.7515 32.4389 15.4064 11.7628 2828.07 278.359 270.252 24.3234 2549.71 268.374 229.036 2281.34 549.184 1732.16 39.3384 245.928 195.905 193.192 182.052
internal_count=13034 12512 11641 871 11584 45 522 464 331 107 224 203 133 63 48 11558 1133 1100 99 10425 1155 984 9270 2246 7024 171 1001 826 815 769
is_linear=0
shrinkage=0.0193364
Tree=100
num_leaves=31
num_cat=0
split_feature=85 130 142 6 38 93 85 26 7 105 100 130 30 31 125 126 52 142 148 37 136 102 141 105 141 126 39 126 10 38
split_gain=8.78177 8.42441 11.6746 11.0566 11.5492 10.4437 9.143 10.9189 11.154 9.13945 8.12843 10.7293 7.97844 7.99785 7.83625 11.0692 12.2513 10.4851 9.6644 9.57907 9.49632 9.31314 12.0865 8.23794 8.2159 7.80611 7.57563 9.5983 8.22042 7.52012
threshold=0.21484848484848482 1.3540000000000003 -1.9939999999999998 1475.2781998323173 0.18504297463774641 22.050000000000004 0.0077003484320557012 0.50788888888888895 -31.015762380206976 0.52450000000000008 0.55000000000000016 1.0500000000000003 0.071750321750321713 0.12970031099802093 0.77500000000000013 1.4365000000000003 2.6750000000000003 -1.2769999999999997 0.25940328054298645 0.42023362312095464 4.7500000000000009 1.2425000000000004 0.27050000000000007 0.77650000000000008 0.6645000000000002 0.7320000000000001 0.30504877332452007 1.4720000000000002 0.48333333333333339 0.30500047957134563
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 29 4 -1 14 12 -8 -9 10 11 -6 13 -4 17 21 20 -5 24 -18 -17 22 -16 -23 -19 -10 28 -28 -7 -3
right_child=-2 2 6 5 9 26 7 8 25 -11 -12 -13 -14 -15 15 16 19 18 -20 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.038769346783006177 -0.0045514920878610412 0.015330000116316278 0.031639330435982146 0.013165219872627934 -0.012918811215481329 0.027287031553602958 0.0084893525070830408 -0.032189133277735364 0.026006789094532235 0.0058384531399136332 -0.015623785113982661 0.024921802155243415 0.00035529637429163941 -0.0026042735469327771 -0.0029720838063973451 -0.0039551795120492794 -0.0061394786910261368 -0.020182805696859905 -0.0025510986884098568 0.0068908949423138509 0.006834026182145095 -0.0071015433005347985 0.006312628172251031 -0.029729669774982453 -0.0047141555313147459 -0.00034395369071570195 0.021255713400735121 0.0036375712657442196 -0.0016412633200500063 -0.0065962619406715276
leaf_weight=4.4294972568750373 140.8177704513073 33.081614509224892 6.0792976617813093 10.590534716844557 6.577967703342436 3.9568103700876227 121.66109499335289 3.9497612267732611 4.4332599788904181 16.568848147988319 34.331036821007729 4.8737903833389282 1707.0289671719074 4.3856445550918579 332.24946072697639 36.745354026556015 84.175565749406815 28.86079429090023 78.481335029006004 28.140902861952782 179.29922747612 31.769599080085754 62.236368179321289 7.4215307384729376 23.145356491208076 79.808125451207161 19.908760011196136 27.594146281480789 50.556162431836128 7.0986274480819693
leaf_count=18 580 139 25 43 27 16 501 16 18 67 139 20 7014 18 1345 149 345 117 319 117 729 129 252 30 94 329 81 114 206 29
internal_value=0.000169073 0.000387799 0.0011392 -0.000991376 -0.00861007 -0.000485109 0.000924102 0.00473413 -0.000445815 -0.0064646 -0.0109183 0.00318429 0.000458534 0.0172878 -0.00114761 -0.000372535 0.00230562 -0.00533373 -0.00683584 -0.00287415 0.0049987 -0.00240044 -0.0015071 -0.0113902 -0.0133003 0.00104323 0.00537915 0.0110236 0.000459242 0.0114548
internal_weight=3180.26 3039.44 1967.53 1071.91 66.7811 1005.13 1927.35 209.852 88.1911 62.3516 45.7828 11.4518 1717.49 10.4649 903.116 762.038 328.361 141.078 130.487 112.316 216.045 433.677 394.486 39.1911 52.0062 84.2414 102.016 47.5029 54.513 40.1802
internal_count=13026 12446 8089 4357 271 4086 7921 864 363 253 186 47 7057 43 3669 3096 1340 573 530 462 878 1756 1597 159 211 347 417 195 222 168
is_linear=0
shrinkage=0.0193364
Tree=101
num_leaves=31
num_cat=0
split_feature=55 29 142 135 28 111 47 130 144 111 132 56 48 30 40 137 90 48 90 40 132 121 123 135 130 91 133 78 122 109
split_gain=10.7141 8.43789 7.76899 10.1947 7.42191 9.71071 7.45637 7.26754 12.022 7.60562 7.34519 6.84951 13.6738 12.0946 8.98642 12.0183 8.61455 8.39333 8.39209 8.06071 7.27878 6.81358 9.8644 11.4659 7.26168 13.0389 7.4945 6.71317 6.36384 6.10671
threshold=1.7450000000000003 3.5277777777777781 -1.9939999999999998 -1.3889999999999996 6.7888888888888896 3.8500000000000001 2.7650000000000001 1.2110000000000001 0.0068500000000000011 8.7500000000000018 1.1835000000000002 1.425 2.2750000000000004 0.093395638629283462 2.7250000000000005 7.7500000000000009 -0.26333333333333331 1.2550000000000001 0.073749999999999968 2.3950000000000005 1.8945000000000001 2.2360000000000002 1.4190000000000003 0.031000000000000003 0.64600000000000013 -0.10708333333333324 1.9500000000000002 1.2071428571428573 0.83750000000000002 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 7 -4 6 -6 21 8 9 10 -1 12 13 17 18 -16 -13 -2 19 -15 -18 22 24 27 25 -3 -26 -24 -8 -5
right_child=1 4 3 29 5 -7 28 -9 -10 -11 -12 16 -14 14 15 -17 20 -19 -20 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.014911466323649786 -0.0022213446753281151 0.042370094682305848 -0.028186439514104877 0.00054036131964176287 0.036427182769052276 -0.00238921477888196 0.035368386919041449 0.012119217171015979 0.030105439806141839 -0.029567493007452143 0.014201728796308306 -0.020328170435770426 -0.029033540052356973 0.0015101177201866359 -0.023882245382161462 0.0074049440239593554 -0.0063602936113681102 -0.028344945268376873 0.028648993094203032 0.020185483722115097 0.016487679527968372 -0.021342975653957933 0.0062835483175435001 0.016150801187297194 -0.0035923289658092088 0.00099936913166106959 0.0079273931136480316 -0.0095789866876853647 0.002220126799592484 0.010425438418227078
leaf_weight=6.6641896665096336 11.84086035192013 3.7080920338630667 4.5932195484638205 2399.1164574474096 4.6942030489444715 4.9420612156391144 3.9037401527166349 41.931109458208084 3.6620760560035697 4.6565846204757682 6.2992720305919647 16.334455072879791 5.9354034364223471 37.1981470733881 8.4401133209466952 10.053111329674719 149.48457488417625 7.5203018933534613 6.8952268511056891 11.25583243370056 5.3971206545829764 6.077165111899375 24.050054475665092 25.802328780293465 288.92039626836777 12.259152650833128 22.774889901280403 17.039756208658218 4.8663988262414932 23.593502923846245
leaf_count=27 49 15 19 9851 19 20 16 176 15 19 26 66 25 152 35 41 603 31 28 46 22 25 97 104 1169 50 92 69 20 99
internal_value=0.000165835 -0.00196746 0.000756369 0.000582058 -0.000249025 0.0165211 -0.000644017 0.00744846 -0.00175223 -0.0083811 -0.000760727 -0.00463073 -0.000585427 0.00122673 0.00479399 -0.00687336 -0.00697271 -0.0123743 0.00869338 0.00585062 -0.00556342 -0.0010303 -0.000717111 0.00604928 -0.00209867 0.0106175 -0.00275036 -0.00029361 0.0169893 0.000636663
internal_weight=3179.91 689.393 2490.52 2427.3 419.038 9.63626 409.402 63.2132 21.2821 17.62 12.9635 270.355 99.139 93.2036 73.8424 18.4932 171.216 19.3612 55.3492 48.454 154.882 400.632 394.555 66.8921 327.663 15.9672 311.695 41.0898 8.77014 2422.71
internal_count=13026 2794 10232 9969 1696 39 1657 263 87 72 53 1098 407 382 302 76 691 80 226 198 625 1621 1596 270 1326 65 1261 166 36 9950
is_linear=0
shrinkage=0.0193364
Tree=102
num_leaves=31
num_cat=0
split_feature=55 86 145 92 118 36 93 46 31 145 99 98 122 148 0 47 122 145 93 138 145 14 133 135 143 129 85 46 50 36
split_gain=10.3064 8.73788 8.86714 8.88876 7.99602 9.76366 8.66513 7.95627 7.43606 7.90821 7.88008 7.39917 8.92674 8.03842 8.32923 9.98886 10.3602 10.1345 7.71162 9.68223 9.20594 10.3923 9.21251 7.25729 7.05081 6.97942 6.87098 8.20515 8.18296 7.13539
threshold=1.7450000000000003 3.4178433889602058 0.62655000000000005 0.16833333333333336 1.7750000000000001 1.4550000000000003 12.900000000000002 3.0150000000000001 0.064665471923536402 0.9930000000000001 0.62202380952380965 0.34848484848484851 0.83750000000000002 0.27704162465792886 1424.1634903887391 2.0550000000000002 1.5130000000000001 0.19495000000000004 15.900000000000002 8.5000000000000018 0.58505000000000007 0.36666666666666675 1.3875000000000002 -1.3889999999999996 -0.60349999999999981 0.3665000000000001 0.21484848484848482 5.6450000000000005 1.4650000000000001 8.1650000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 3 4 6 -6 -3 -7 10 11 -2 12 25 14 -13 17 -17 -16 20 24 21 -15 -22 -1 -20 -10 29 28 -28 -25
right_child=8 2 -4 -5 5 7 -8 -9 9 -11 -12 13 -14 18 15 16 -18 -19 19 -21 22 -23 -24 26 -26 -27 27 -29 -30 -31
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leaf_weight=5.0507187545299521 6.3790226280689266 11.91412663459778 33.669597685337067 20.012693598866463 3.821210756897929 4.7545542865991584 18.850580707192421 9.158119007945059 4.3915618658065778 6.9001833051443091 22.005270466208458 64.923107147216797 41.967847123742104 4.3933999240398398 73.424152120947838 128.9778296649456 25.006609156727791 158.78207764029503 7.4289902150630942 19.73722305893898 28.170412302017212 54.422675579786301 13.523682862520216 2214.0409968048334 24.925068706274033 3.8850524872541428 79.311787158250809 4.3171632289886466 7.9821649789810172 77.370425164699554
leaf_count=21 26 51 152 88 17 20 83 40 18 28 91 263 170 18 297 521 101 642 30 80 115 222 55 9073 101 16 322 18 33 314
internal_value=0.00016264 0.000741833 0.00627903 0.0022847 -0.00218861 -0.0125291 0.00377117 -0.020049 -0.00192992 -0.00151356 -0.0116207 -0.00173095 0.00539805 -0.00232438 -0.00362212 -0.0025446 0.00127395 -0.00507702 0.00151162 0.00754948 -0.00161728 -0.00654461 0.00533226 0.000504877 0.0140604 -0.0129486 0.000553988 -0.00463858 -0.00592624 0.000761617
internal_weight=3179.5 2490.25 102.181 68.5113 48.4986 17.7339 30.7647 13.9127 689.244 660.86 28.3843 653.96 50.2445 603.715 451.114 386.191 153.984 232.206 152.601 52.0913 100.51 58.8161 41.6941 2388.07 32.3541 8.27661 2383.02 91.6111 87.294 2291.41
internal_count=13026 10232 451 299 211 77 134 60 2794 2677 117 2649 204 2445 1824 1561 622 939 621 211 410 240 170 9781 131 34 9760 373 355 9387
is_linear=0
shrinkage=0.0193364
Tree=103
num_leaves=31
num_cat=0
split_feature=55 86 2 119 31 147 31 55 29 3 2 121 5 30 128 53 92 85 7 3 131 49 141 121 136 135 7 85 35 54
split_gain=9.91412 8.42763 8.89174 8.73255 10.2163 8.43719 8.26434 8.31582 8.0876 9.98676 12.4328 12.1025 9.25874 8.73681 8.24261 9.98399 9.06889 8.04307 8.19618 7.69129 13.1352 8.1079 7.14213 7.05036 8.84801 6.96023 6.94273 8.49004 6.75012 9.50991
threshold=1.7450000000000003 3.4178433889602058 -129.17192959044641 1.4500000000000002 0.423494983277592 0.46727212695799086 0.12970031099802093 1.3750000000000002 3.3541666666666674 1424.6058691461737 118.31965052358306 2.0500000000000003 1479.2457976434932 0.14902948861515489 0.29150000000000004 3.8650000000000007 -0.44708333333333333 -0.20102564102564102 -32.795747186008718 1479.9230610349562 1.6835000000000002 1.7950000000000002 -1.2689999999999997 1.4145000000000001 12.950000000000001 -1.3889999999999996 -2.0480552961026883 -0.14653958944281528 5.8550000000000013 1.5050000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 17 4 5 6 -4 -8 12 10 11 13 -2 26 16 23 -11 -3 -19 -18 21 -21 -14 -16 -25 -1 27 -10 29 -27
right_child=8 2 3 -5 -6 -7 7 -9 9 14 -12 -13 22 -15 15 -17 19 18 -20 20 -22 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-0.022139256239040509 -0.018444222223810904 0.011991795933591733 -0.01501111846171444 0.015344106343154425 -0.02178823945959063 0.018352017163703219 0.022087512635537255 -0.0035409967541781828 0.027488129603726416 0.016163172922713874 -0.02099985972711994 -0.016573510734618425 0.0096705653693366766 0.022920993920514519 -0.0011085644902483714 0.022504737082105198 -0.013067916241697721 -0.0028994944676167403 -0.03893380891010919 0.015272781925586659 0.025826490836259888 -0.0063895448749646984 -0.0047281111381872248 0.0031314494709848979 0.03431718788047429 0.0003358806476965039 0.017380623243820892 -0.0018083145388929449 -0.0048811935327372413 0.0045776316538832787
leaf_weight=5.0651385933160773 17.42443273961544 5.0845125764608374 9.1391541659832018 38.880247518420219 5.4913967698812476 14.274331733584402 8.1938662528991717 11.195042178034781 4.2068127244710913 7.1488595008850089 5.963047742843627 6.7748810201883307 13.795479193329809 16.142781257629395 203.44369828701019 7.5430454462766638 42.70392844080925 5.6292194724082938 4.0652229487895957 6.9222366362810126 5.4637993276119223 95.890873432159424 193.11981461942196 12.08504554629326 4.7333468049764624 2081.6904921084642 15.344625726342199 30.403349742293358 82.784570440649986 218.35219711065292
leaf_count=21 71 22 39 174 24 65 37 49 17 29 24 28 56 65 824 31 173 24 17 28 22 388 785 49 19 8483 62 123 337 940
internal_value=0.00015953 0.000727635 0.00617196 0.00852345 0.00303051 0.00621743 0.000142422 0.00728927 -0.00189303 -0.000437528 0.00583355 0.00803092 -0.00490815 0.0105544 -0.0017187 0.000635475 -0.00511044 -0.00769368 -0.0180241 -0.00611844 -0.00337678 -0.00493008 -0.00376772 -0.000113584 0.0119168 0.000495155 0.00655573 0.00175368 0.000543324 0.000738595
internal_weight=3178.96 2489.85 101.953 87.174 48.2938 42.8024 28.5281 19.3889 689.11 464.77 78.8355 72.8725 224.34 66.0976 385.935 227.805 158.13 14.779 9.69444 150.981 108.277 102.813 206.915 220.262 16.8184 2387.89 49.9548 34.6102 2382.83 2300.04
internal_count=13026 10232 451 388 214 190 125 86 2794 1882 319 295 912 267 1563 923 640 63 41 611 438 416 841 892 68 9781 202 140 9760 9423
is_linear=0
shrinkage=0.0193364
Tree=104
num_leaves=31
num_cat=0
split_feature=55 29 3 2 1 104 5 12 144 3 47 7 31 133 5 26 17 17 122 142 28 46 133 130 144 97 27 136 7 104
split_gain=9.53729 7.78279 9.60544 11.9636 12.1699 11.0271 8.93225 7.93168 11.8085 16.0695 9.23209 9.22073 8.78393 8.56029 12.1713 9.47386 8.72248 8.67054 7.76795 7.47787 7.29606 8.93133 7.27509 6.99195 11.5568 9.25799 6.83983 6.74084 9.62104 6.72276
threshold=1.7450000000000003 3.3541666666666674 1424.6058691461737 118.31965052358306 1615.5440081024033 0.52550000000000019 1479.2457976434932 0.29166666666666669 0.00065000000000000008 1488.8678884261708 2.7850000000000006 15.602570481543809 0.11330480451274071 0.95000000000000007 1486.9140777095424 0.41422222222222221 1.0000000180025095e-35 3.5000000000000004 0.97500000000000009 -1.9939999999999998 5.9500000000000011 3.4250000000000003 0.64600000000000013 1.2110000000000001 0.0068500000000000011 1.5000000000000002 0.52894444444444455 12.950000000000001 5.9897851826704036 0.37850000000000006
decision_type=2 2 2 2 2 2 2 2 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 6 3 4 5 18 -2 8 12 -10 13 -11 27 15 -15 -9 -17 -16 29 23 21 -14 -8 24 25 -1 -6 28 -4 -3
right_child=1 2 7 -5 26 -7 22 10 9 11 -12 -13 20 14 17 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0058138249325088258 -0.018125488289707625 0.003616378797500847 -0.022840987167267648 -0.020614924974123424 0.010400622753063131 0.025377412125770413 -0.017865336630228594 0.016217969261189475 -0.012653920389894392 0.022986907218677362 0.024518256015630149 -0.004526181088945991 -0.0033480750211859959 0.024735303591843522 0.0001583728335503797 -0.00135830401871137 -0.018105152726602024 0.02753774899416269 0.01371576273860497 0.00054283082473898544 0.02095548949599035 -0.021270298443331184 -0.0027676147909353279 0.011876894360635524 0.029569320137947348 -0.022208973256510358 -0.019200971076150236 -0.030750504596404764 0.0014657356414391038 -0.02349791544796679
leaf_weight=8.7922590076923424 17.388402670621872 14.76498129963875 12.539656862616541 5.9570616632699958 4.4254443049430838 15.861206188797949 12.713464662432669 5.9074862748384467 12.315825343132017 15.547515466809275 5.8855814039707175 6.4352706372737876 74.487112894654274 8.437279745936392 156.61330512166023 23.167250066995621 23.359198734164238 4.4439314901828757 24.824175745248795 2426.2346781939268 3.9662204384803763 12.082066074013708 194.13319815695286 41.816478058695793 3.6477383375167838 8.829635024070738 8.5477590560913068 8.8550069779157621 11.824004679918287 4.4447772800922385
leaf_count=36 71 60 51 24 18 64 52 24 50 63 24 26 301 34 634 94 95 18 100 9969 16 49 789 176 15 36 35 36 48 18
internal_value=0.000156501 -0.00185695 -0.000429161 0.0057214 0.00787603 0.011554 -0.00481554 -0.00168578 -0.0050141 0.00502413 0.000623165 0.014931 -0.00779668 -1.07007e-05 0.00210132 -0.0068385 -0.00976811 0.000914748 0.00657195 0.000713752 -0.00467508 -0.00585077 -0.00369611 0.007286 -0.00173789 -0.00822611 -0.00909925 -0.0163015 -0.0110441 -0.00265799
internal_weight=3178.25 688.927 464.692 78.8254 72.8683 59.8951 224.235 385.867 158.053 34.2986 227.814 21.9828 123.754 221.928 169.495 52.4339 46.5264 161.057 44.0339 2489.32 90.5354 86.5692 206.847 63.0861 21.2696 17.6219 12.9732 33.2187 24.3637 19.2098
internal_count=13026 2794 1882 319 295 242 912 1563 640 139 923 89 501 899 686 213 189 652 178 10232 366 350 841 263 87 72 53 135 99 78
is_linear=0
shrinkage=0.0193364
Tree=105
num_leaves=31
num_cat=0
split_feature=94 86 34 89 79 86 104 3 123 143 28 113 109 137 102 127 79 46 93 110 6 97 37 86 28 11 146 27 148 126
split_gain=11.4399 14.2727 11.7895 11.5681 11.5808 11.0425 10.9728 11.3743 17.1276 9.54851 9.30812 8.60861 11.3043 11.547 10.0089 9.65061 8.44955 8.39544 8.35311 8.13438 13.431 11.8881 11.009 10.6619 9.53784 9.56497 9.04432 8.78327 8.52826 13.4815
threshold=16.050000000000004 2.797058823529412 3.0650000000000004 1.0000000180025095e-35 2.5967863419533024 1.7321428571428574 0.58250000000000013 1531.0743953128901 0.94850000000000001 1.393 6.3875000000000011 0.40950000000000003 1.0000000180025095e-35 3.8500000000000001 0.47050000000000003 0.8660000000000001 3.0235563623789772 4.9350000000000014 17.550000000000004 0.75000000000000011 1521.2714973010081 1.0000000180025095e-35 0.5483043096536061 3.8090909090909095 2.5857142857142863 0.69047619047619058 0.0064500000000000009 0.43894444444444453 0.2584919656573666 1.6835000000000002
decision_type=2 2 2 2 2 2 2 2 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 3 -3 4 6 -5 7 9 -9 -2 -7 12 -6 -14 -13 -15 -16 -18 -4 -1 21 22 -21 24 25 -23 -22 -24 29 -26
right_child=1 2 18 5 11 10 -8 8 -10 -11 -12 14 13 15 16 -17 17 -19 -20 20 26 23 27 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00016414378996709391 0.00037946211848116672 0.0067694093991144885 -0.0097108666620135207 -0.02466041340791255 -0.0047198360463508926 -0.0017366302513914631 -0.0057901358220887834 -0.011805775545242599 0.01975513792289026 -0.021644925552503472 -0.018963457569451017 -0.007941632612805791 -0.012206419447318904 -0.0039065356662725025 0.0045006783184894086 0.014889685929204578 -0.0021827341792314968 0.0097364590134246115 0.0078086828796611642 -0.014444436088214994 -0.016818966810363434 0.014449834970953299 0.017286057494145923 0.023009624962412045 -0.0054587257592129852 -0.010889797206384779 0.014080334782825679 -0.0058298104487822999 0.0012231118417993781 0.0050520874950767333
leaf_weight=851.5460183173418 101.11564710736275 239.10662265121937 30.787554249167442 8.6786797344684583 23.091557279229164 261.46130435168743 141.49464870989323 8.6505891978740674 24.990147620439529 7.9338224828243247 12.275448665022848 37.752132400870323 7.7845839262008658 11.795699104666708 289.57598502933979 75.865956678986549 174.19828756153584 25.300603449344635 15.191595435142515 51.38303679227829 34.639739826321602 6.1502363234758368 8.1418739259242994 6.7485597729682913 218.66156505048275 58.5673987865448 3.9406290352344504 25.031421959400177 370.40909372270107 57.649192631244659
leaf_count=3496 408 1010 126 35 95 1060 572 35 101 32 50 153 32 48 1189 311 725 110 64 211 141 25 33 31 887 239 16 102 1499 236
internal_value=-7.9151e-05 0.0011522 0.00504502 0.000236458 0.00127778 -0.00319076 -0.00197455 0.00180877 0.0116375 -0.00122311 -0.00250958 0.00271001 0.00741814 0.0103553 0.00165053 0.0123598 0.00239111 -0.00067073 -0.00392112 -0.0011681 -0.00251659 -0.00198088 -0.00883867 -0.00117336 -0.00140295 -0.00848027 -0.0136606 -0.000153586 -0.000694592 -0.00326554
internal_weight=3189.92 1497.05 285.086 1211.97 929.55 282.415 284.185 142.69 33.6407 109.049 273.737 645.365 118.538 95.4462 526.827 87.6617 489.075 199.499 45.9791 1692.87 841.323 802.742 84.5563 718.186 711.437 64.7176 38.5804 33.1733 646.72 276.311
internal_count=13072 6156 1200 4956 3811 1145 1148 576 136 440 1110 2663 486 391 2177 359 2024 835 190 6916 3420 3263 346 2917 2886 264 157 135 2622 1123
is_linear=0
shrinkage=0.0193364
Tree=106
num_leaves=31
num_cat=0
split_feature=94 79 7 147 141 55 121 127 30 12 105 110 6 8 28 112 143 80 38 11 3 3 8 21 104 53 144 144 104 132
split_gain=11.0043 9.35846 8.40585 9.30713 8.08674 9.87344 10.1598 9.66517 9.11464 8.25234 8.46671 8.34114 12.4681 10.124 10.4804 10.0664 10.1409 9.96774 8.1694 7.80632 7.75663 7.4515 9.38728 7.43431 8.01231 7.51766 7.41274 8.14155 10.8327 10.413
threshold=16.050000000000004 2.5967863419533024 -65.136413026947466 0.4574957770270271 -1.595 1.9550000000000003 1.1835000000000002 3.0500000000000003 0.16477052359405298 0.63333333333333341 0.64850000000000019 0.75000000000000011 1521.2714973010081 3.3452380952380958 6.2111111111111121 0.68150000000000011 -0.80499999999999994 0.047450221676826811 0.24262507764005406 3.183333333333334 1390.3747072085575 1315.8177888918833 0.37857142857142861 0.35416666666666669 0.89350000000000007 2.2750000000000004 0.017250000000000005 -0.0012499999999999996 0.58250000000000013 0.76400000000000012
decision_type=2 2 2 2 2 2 2 2 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 23 3 -3 5 6 -1 9 20 11 -11 13 15 21 -15 16 -13 -17 -14 -9 -8 -6 -23 26 -25 -26 27 -2 -29 -30
right_child=1 2 -4 -5 7 -7 8 19 -10 10 -12 12 18 14 -16 17 -18 -19 -20 -21 -22 22 -24 24 25 -27 -28 28 29 -31
leaf_value=0.01931724309377713 0.0074968060299251673 -0.000677643067494398 0.0023800176437396431 -0.031121893013317789 0.019849212285182587 -0.019095583462683766 0.017394802108382582 -0.02993305417506404 0.010906636973795776 -0.011921300195256211 0.012215136670331625 -0.0082237626302355659 0.0029595370717576401 0.017104431397060072 -0.015498918600536368 -0.012530739862985252 -0.0016489395169316538 0.0083451794080011046 -0.018641676945610367 0.00079075382188075166 -0.0061096800391111511 -0.012893063105089938 0.00010734757165049499 -0.0084906841045202502 -0.010576078564601514 0.017624268194652105 0.020282160861801294 0.0020868941286718251 0.0080913381587229098 -0.0069190546151113872
leaf_weight=17.074869260191917 44.158688917756081 10.465761512517931 1014.3113411962986 5.8545214086771002 6.9420678317546836 6.3305741250514975 6.0896644294261923 7.9950442761182767 30.472275540232658 44.793619006872177 6.1791182011365882 104.00491316616535 8.5545971691608411 23.019440025091175 4.384639933705329 10.0653208643198 560.06131120026112 56.706774592399597 27.811938747763634 5.0351418554782867 37.881829991936684 21.390838250517845 707.93855911493301 78.539520546793938 5.6891217827796927 9.3143202066421491 6.6659930497407904 165.58377195894718 19.785174041986465 136.17478920519352
leaf_count=69 179 43 4204 24 28 26 25 33 128 183 25 422 35 97 18 41 2277 230 113 21 155 87 2903 318 23 38 27 669 80 551
internal_value=-7.76165e-05 0.00113034 0.00215845 -0.0116064 -0.0011456 0.00424993 0.00586604 -0.00147667 0.00277932 -0.00134 -0.00899373 -0.0010851 -0.00250912 0.00034544 0.0118847 -0.00195914 -0.00267879 0.00519705 -0.0135592 -0.0180599 -0.0028522 -8.40404e-05 -0.000273941 -0.0011438 -0.006017 0.00692771 8.03148e-05 -0.000287983 -0.00135732 -0.00501436
internal_weight=3189.28 1496.54 1030.63 16.3203 1692.73 97.8492 91.5186 1594.88 74.4438 1581.85 50.9727 1530.88 767.205 763.676 27.4041 730.838 664.066 66.7721 36.3665 13.0302 43.9715 736.271 729.329 465.911 93.543 15.0034 372.368 365.702 321.544 155.96
internal_count=13072 6156 4271 67 6916 403 377 6513 308 6459 208 6251 3118 3133 115 2970 2699 271 148 54 180 3018 2990 1885 379 61 1506 1479 1300 631
is_linear=0
shrinkage=0.0193364
Tree=107
num_leaves=31
num_cat=0
split_feature=94 86 86 79 104 3 123 28 143 37 4 86 113 137 110 102 44 150 56 127 125 106 138 104 44 85 27 28 49 99
split_gain=10.5845 13.6096 10.9552 10.659 10.3197 10.9553 16.4467 10.1884 9.22357 9.10187 8.47088 10.7774 8.35097 10.8721 10.7045 9.5888 8.92711 8.56439 9.74175 8.03422 7.99997 7.88019 7.87192 10.9714 9.23483 8.50076 9.73494 9.40283 8.28315 8.04921
threshold=16.050000000000004 2.797058823529412 1.0000000180025095e-35 2.5967863419533024 0.58250000000000013 1531.0743953128901 0.94850000000000001 6.4722222222222232 1.393 0.27191635242677253 1431.1831058164871 1.7596153846153848 0.40950000000000003 3.8500000000000001 4.9500000000000011 0.47050000000000003 7.2150000000000007 0.58387445887445899 2.3950000000000005 0.8660000000000001 2.3665000000000007 0.31850000000000006 10.500000000000002 0.30850000000000005 8.8150000000000031 0.10501563477173227 0.46707142857142864 3.4722222222222228 2.4050000000000007 0.40588235294117653
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 -7 10 -2 -3 -4 -12 13 -5 -15 16 -14 20 -19 -16 -17 -13 24 -24 25 29 -27 -28 -26 -11
right_child=1 9 7 12 -6 6 -8 -9 -10 22 11 21 15 14 19 17 -18 18 -20 -21 -22 -23 23 -25 28 26 27 -29 -30 -31
leaf_value=-0.0011235515793895185 0.00037760712350623168 -0.0027728006480777054 0.0091671868624240514 -0.012114370344395308 -0.0055908438991275717 -0.011547582212756285 0.0193837568829777 -0.020713228005911133 -0.021271957487481091 -0.0056702294633437572 -0.02521092520536471 0.020902374216213711 0.0011881955856709971 0.025040036199741381 -0.0084094067465992003 0.0037604034654768362 -0.017628532542524201 -0.0017088061612717869 0.015550156209120487 0.008806453016276982 0.01873719939875677 -0.003149523053611083 -0.033191392266168109 0.0019494572030726409 0.0074102035763681726 0.018343199142321083 0.014691017535815306 -0.010707448304835688 -0.0064349445218932159 0.014438866404240499
leaf_weight=1692.5626237690449 101.11655332148075 47.901323676109314 21.918559819459915 9.9333445131778699 141.55346024036407 8.6489064395427686 24.977996230125427 11.792861640453337 7.9313003420829764 8.0184471607208234 8.1674619615077955 5.2018817812204352 19.664900943636894 13.62785756587982 11.533141970634459 263.38302439451218 18.094549521803856 198.55351966619492 13.026631519198416 83.309458896517754 14.045353367924688 235.08257205784321 4.066332861781123 18.060361132025719 38.51798403263092 10.309834003448485 7.5184950232505825 19.773392572999001 27.822140753269196 102.67547124624252
leaf_count=6916 408 198 89 41 572 35 101 48 32 34 33 21 80 56 47 1082 73 826 59 342 58 953 17 76 163 43 32 83 116 438
internal_value=-7.61146e-05 0.00110873 0.000214778 0.00122794 -0.0018918 0.00177787 0.0114263 -0.0031222 -0.00119721 0.00491329 -0.00235447 -0.00337124 0.00260241 0.0072426 0.00901606 0.00155927 -0.00782838 0.00228431 -0.000645714 0.00671218 0.00451905 -0.00262831 0.00646855 -0.00451066 0.00760069 0.0102833 0.00233818 -0.00370769 0.00160294 0.0129816
internal_weight=3188.79 1496.23 1211.56 929.4 284.228 142.675 33.6269 282.163 109.048 284.664 270.37 248.452 645.172 118.404 108.47 526.768 37.7595 489.009 211.58 94.8426 277.428 240.284 236.762 22.1267 214.636 148.296 37.6017 27.2919 66.3401 110.694
internal_count=13072 6156 4956 3812 1148 576 136 1144 440 1200 1096 1007 2664 486 445 2178 153 2025 885 389 1140 974 1002 93 909 630 158 115 279 472
is_linear=0
shrinkage=0.0193364
Tree=108
num_leaves=31
num_cat=0
split_feature=94 56 141 26 127 46 12 110 6 8 112 85 148 131 38 145 29 85 98 6 103 44 85 6 134 100 133 7 91 41
split_gain=10.1814 9.57611 7.77985 11.2429 9.27287 8.27368 7.93993 8.02226 11.9996 9.76067 9.68117 8.81727 8.35946 7.93197 7.86417 7.69135 9.83601 8.39319 8.87869 11.8556 10.6147 9.71382 10.0116 8.88894 8.23644 9.53076 11.0005 10.5137 10.1972 7.60671
threshold=16.050000000000004 2.4750000000000005 -1.595 0.44707142857142862 3.0500000000000003 4.2550000000000008 0.63333333333333341 0.75000000000000011 1521.2714973010081 3.3452380952380958 0.68150000000000011 -0.25830845771144278 0.25163144129939685 0.41450000000000004 0.24262507764005406 0.83975000000000011 1.6125000000000003 -0.19718676122931436 0.68301435406698574 1516.5796576909349 2.0620000000000007 12.025000000000002 -0.021724137931034445 1519.5615282753151 0.37650000000000006 1.1000000000000003 0.7320000000000001 4.3147501698782671 -0.43624999999999986 2.3750000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 3 -1 6 -5 7 9 10 13 11 -9 -12 -4 -10 16 -2 -18 21 20 -20 22 -19 -21 25 -17 -27 28 -28 -7
right_child=1 -3 4 5 -6 29 -8 8 14 -11 12 -13 -14 -15 -16 24 17 18 19 23 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0113569874974383 0.014031512175583866 0.012488378306628285 -0.011213880056145382 0.0090456748418144255 -0.01765341235147368 -0.026020041134306102 -0.0088012459656540681 0.006328267203245589 0.0029243952287725905 0.011704798572034474 -0.0039193820267622121 -0.0031610612438586448 0.010296928527501029 0.00030037703600834328 -0.018271978573014647 -0.0066872846995101026 0.006429216309149108 -0.0040766577692896381 -3.2824266597856478e-05 -0.019319757904612225 0.020336185144148772 -0.015279700086868657 0.003139101886650098 -0.0043972703087065959 -0.011643597552483956 -0.01751557944200046 -0.021874139876475258 -0.0082343804318485304 0.0092803921459161613 0.010675601670818121
leaf_weight=14.757063552737234 22.785580605268478 27.046412274241447 23.090231880545616 74.328923359513283 13.056076809763907 5.1127065271139127 50.954731345176697 38.881816014647484 8.5535952895879728 27.338984712958336 24.31792126595974 625.16953875124454 42.451064065098763 713.23104375600815 27.793189495801926 66.573960110545158 105.46823054552078 81.180579587817192 273.97236600518227 17.215781033039093 9.9079790860414487 11.928098276257513 627.90162342786789 112.2127450555563 31.75012581050396 9.2681491672992689 4.1412640362977973 19.408722028136253 74.903358668088913 3.5919571071863174
leaf_count=60 96 123 94 307 54 21 208 159 35 115 99 2540 172 2924 113 271 437 334 1118 70 41 49 2582 458 131 38 17 80 311 15
internal_value=-7.46166e-05 0.00108778 -0.00110178 0.00419205 -0.00142642 0.00695647 -0.00129241 -0.00104242 -0.00243901 0.000360508 -0.00189958 -0.00260533 0.00511852 -6.06825e-05 -0.0132826 0.000877762 0.00144308 0.00121164 0.000726455 -0.00153298 0.000678167 0.00202171 0.0023129 -0.00638304 -0.00258604 -0.000935595 0.0026187 0.00451518 0.00764659 -0.0108737
internal_weight=3188.29 1495.66 1692.63 97.7907 1594.84 83.0336 1581.78 1530.83 767.167 763.66 730.82 664.051 66.769 736.321 36.3468 1468.62 1262.57 1239.79 1134.32 413.309 283.88 721.01 709.082 129.429 206.046 174.295 107.721 98.4533 79.0446 8.70466
internal_count=13072 6156 6916 403 6513 343 6459 6251 3118 3133 2970 2699 271 3018 148 6033 5185 5089 4652 1687 1159 2965 2916 528 848 717 446 408 328 36
is_linear=0
shrinkage=0.0193364
Tree=109
num_leaves=31
num_cat=0
split_feature=94 107 27 109 55 37 131 28 127 53 91 141 26 127 46 12 146 146 84 100 112 103 29 143 78 120 2 142 48 132
split_gain=9.7935 9.53707 11.0953 10.7272 9.02965 9.04621 7.89775 8.1293 15.4745 8.57071 7.79408 7.48472 10.8175 8.89882 7.95982 7.64065 9.00193 9.22545 9.22563 11.2798 7.52063 11.3579 15.1094 8.20168 7.45937 7.4563 6.46881 9.63564 8.29798 9.44325
threshold=16.050000000000004 0.95450000000000013 0.40563492063492063 1.0000000180025095e-35 1.3650000000000004 0.21056563743022383 2.0500000000000003 3.9500000000000006 1.6460000000000001 2.0550000000000002 0.014583333333333252 -1.595 0.44707142857142862 3.0500000000000003 4.2550000000000008 0.70833333333333337 0.015550000000000001 0.017350000000000001 0.092105263157894704 1.5500000000000003 0.68150000000000011 0.86750000000000005 3.9500000000000006 -0.42649999999999993 3.183333333333334 1.4365000000000003 249.03079723233125 0.79750000000000021 2.6150000000000007 3.1835000000000004
decision_type=2 2 2 2 2 2 2 2 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 4 -3 -4 5 -2 7 8 9 -7 -10 12 -1 15 -14 16 20 -18 19 -19 21 23 -23 -13 -15 -16 28 -28 29 -6
right_child=1 2 3 -5 26 6 -8 -9 10 -11 -12 13 14 24 25 -17 17 18 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.011139139641709482 0.023515924011835443 -0.030644235449486079 -0.019365360216594078 -0.00074775661174333093 0.00061161004115581851 -0.010702230254981697 0.016069516254876189 0.0054712488746137657 0.0049025597858239033 0.012187625075797227 0.030958778796500688 -0.0033674695539693627 0.0088789000306132189 -0.02884962040813761 -0.026561884767810972 -0.0089817144835647542 0.029610556696363814 0.015820291987479061 0.028204881121329878 -0.011252840321771384 0.0050590282479456659 -0.010266440297636889 -0.001006828642388291 0.00026407066904212545 0.0011362931099337065 0.0094236637288232818 0.016802083978868346 -0.0091017920798938407 -0.011525881279234231 0.02926141667228159
leaf_weight=14.754829958081244 9.1467107683420164 5.6180676221847525 13.02554766833782 103.49363665282726 1036.5767772644758 48.285079389810562 18.789050504565239 172.64699529111385 22.379796609282497 6.9981371611356726 5.3101345896720877 320.78814180195332 74.261544659733772 8.0337551236152631 4.8632118403911573 46.590491756796837 6.3913925290107718 9.3139507025480324 4.8866546452045432 15.04082180559635 67.221233159303665 119.4945884346962 146.90069079399109 845.00336973369122 5.0456221103668204 3.8553401827812195 20.335602283477787 7.2893107980489722 21.067608565092087 4.3159572780132285
leaf_count=60 39 23 53 427 4226 201 81 738 96 30 23 1310 307 33 20 190 26 38 20 62 273 486 598 3456 21 16 84 30 87 18
internal_value=-7.31632e-05 0.00106707 -0.00411066 -0.00282997 0.00152766 0.00460138 0.00397043 0.00308069 -0.0018929 -0.00780315 0.00990462 -0.00108059 0.00411341 -0.00139895 0.00682647 -0.00126754 -0.00103336 0.00857141 0.00396799 -0.000896426 -0.00126166 -0.00155838 -0.0051606 -0.000735176 -0.017281 -0.010646 0.000727686 0.00996477 0.000487319 0.000730554
internal_weight=3187.72 1495.28 122.137 116.519 1373.14 283.556 274.409 255.62 82.9731 55.2832 27.6899 1692.45 97.7349 1594.71 82.9801 1581.63 1535.04 35.6328 29.2414 24.3548 1499.41 1432.19 266.395 1165.79 13.0794 8.71855 1089.59 27.6249 1061.96 1040.89
internal_count=13072 6156 503 480 5653 1208 1169 1088 350 231 119 6916 403 6513 343 6459 6269 146 120 100 6123 5850 1084 4766 54 36 4445 114 4331 4244
is_linear=0
shrinkage=0.0193364
Tree=110
num_leaves=31
num_cat=0
split_feature=86 109 121 114 4 29 123 34 4 41 109 114 111 80 89 92 150 106 49 54 4 112 86 99 145 151 111 92 145 39
split_gain=17.9183 9.69424 8.93562 8.91319 11.4075 10.0304 12.6753 13.9487 10.0419 20.5398 9.2476 8.73882 8.73793 8.71273 8.62868 8.34523 8.14673 8.12814 8.03691 9.09002 8.43298 9.01475 8.4193 11.9513 10.3128 8.19029 8.8531 8.05393 7.98818 7.88732
threshold=2.9436507936507943 5.5000000000000009 1.4720000000000002 1.8540000000000003 1581.7282310074063 3.683333333333334 1.5940000000000003 2.7750000000000004 1378.2870001380754 1.7750000000000001 1.0000000180025095e-35 1.7320000000000002 9.3500000000000032 0.08149201090889617 0.15000000000000005 0.39541666666666669 0.47790319171422535 0.76350000000000018 2.4850000000000008 1.2050000000000003 1472.3059830353902 0.38200000000000006 3.3717607973421928 0.71825396825396837 0.52015000000000011 0.97700000000000009 4.4500000000000011 0.31958333333333339 0.16445000000000001 0.40113276876317033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 11 5 8 7 28 9 -5 -10 -1 -4 -9 -2 29 -8 -18 25 22 21 27 23 -20 -24 26 -16 -21 -7 -6
right_child=14 2 12 4 15 6 16 13 10 -11 -12 -13 -14 -15 18 -17 17 -19 19 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00074695696567364652 0.010694613017559357 0.022223561003993773 -0.025555996369717719 -0.029106217558800287 0.011835510884583509 0.017730367881048776 -0.012747625334697098 -0.041281146292828294 -0.00034942692926873023 0.02035994617398354 -0.0099053386571625445 -0.018199583627939494 0.011901314909885267 -0.0015719090144068321 -0.025523844801269232 -0.020850990739683242 0.018545683077646313 0.0024989864491164748 0.015501652443852605 0.016358501687869637 0.016782366782666598 -0.01629963617677159 -0.038898590164006611 -0.010407746269651096 0.0042915453798404992 0.0019532817133950569 0.003364308133720721 -0.014858039995488086 0.00063447280174020034 -0.00074830162537589662
leaf_weight=2238.3823953270912 63.082982614636421 13.735249713063242 3.6641426384448987 3.9475576281547573 76.00459286570549 10.951682373881338 4.9427156001329413 4.6872639060020429 84.10989236831665 15.250257611274717 68.881194353103638 10.775360763072966 6.3727002590894699 3.6973493248224258 8.6987637281417829 3.6865901350975028 35.400194898247719 17.717886164784431 15.942802742123606 14.530743703246122 42.976885557174683 6.8120246082544318 4.1837117224931699 11.420920386910437 4.0773015320301056 230.65803736448288 7.2820900976657859 3.919951617717742 152.21107947826385 24.656653895974159
leaf_count=9124 273 57 15 16 316 45 20 19 349 63 281 45 27 15 36 15 149 74 65 60 178 28 17 46 17 973 31 16 625 103
internal_value=0.000356029 -0.000202785 0.0120913 -0.000308889 0.00200942 0.000529911 0.00317568 0.000532228 -0.00299784 0.0101822 -0.00465225 -0.000830621 -0.00177247 -0.0237849 0.00411105 0.00770566 0.0109847 0.0131947 0.00292591 0.0074379 0.0115709 0.00270202 -0.000477864 0.00468594 -0.0175831 0.00102553 -0.0123593 0.00972202 0.00178265 0.00875273
internal_weight=3192.66 2779.07 23.7721 2755.3 506.145 401.797 229.608 171.547 172.189 19.1978 152.991 2249.16 10.0368 8.38461 413.586 104.348 58.0608 53.1181 350.503 103.864 68.2396 25.2627 35.6247 27.3637 8.26101 246.639 15.9809 18.4507 163.163 100.661
internal_count=13098 11358 99 11259 2090 1656 947 704 709 79 630 9169 42 34 1740 434 243 223 1467 427 282 104 145 111 34 1040 67 76 670 419
is_linear=0
shrinkage=0.0193364
Tree=111
num_leaves=31
num_cat=0
split_feature=86 85 40 139 109 34 36 135 135 44 149 136 146 105 89 142 123 146 137 136 98 147 90 92 103 135 94 46 122 95
split_gain=17.2482 16.9958 10.3521 10.7059 9.74587 9.03194 14.6507 11.1459 10.7366 9.20399 8.83356 10.0333 9.89134 8.65906 8.33049 8.32043 9.80742 9.57702 10.3519 9.97797 8.68285 11.43 8.57994 12.8164 11.4422 9.9649 8.49576 8.28113 10.2031 10.4056
threshold=2.9436507936507943 0.33657894736842103 2.6850000000000005 1.0000000180025095e-35 5.5000000000000009 2.8350000000000004 1.7350000000000001 0.42700000000000005 -1.3889999999999996 9.5300000000000011 0.53851874003189804 2.7500000000000004 0.024650000000000002 1.4260000000000004 0.15000000000000005 0.86450000000000016 0.75750000000000017 0.015750000000000004 9.9500000000000011 14.050000000000002 0.55277777777777792 0.41302710676091753 0.058749999999999955 -0.022083333333333247 1.5405000000000002 0.32900000000000007 9.9000000000000021 3.2050000000000005 1.7300000000000002 -3.75
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 7 27 8 -1 -8 11 -10 -12 -9 -2 16 -16 18 22 -20 21 -18 25 -24 -25 -17 -23 -7 29 -29
right_child=14 2 3 -5 -6 6 9 13 10 -11 12 -13 -14 -15 15 17 20 -19 19 -21 -22 26 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.033315906114335506 0.010512233079533756 -0.01985234805503398 -0.014177491600297368 0.029316257754368982 0.012374935196697127 -0.0033770757454298721 -0.005937046578860186 0.0036394189725148882 0.029383194127227522 -0.021113983418028275 0.0010622649124150103 -0.0014230031471774859 0.021353990277481045 0.025572903231228315 0.023263302154142958 -0.025173090907495654 -0.02375411223846426 0.02198182310820896 -0.0014364868389100699 0.028034803782140662 0.0019511012630211155 -0.0059981155963423662 0.033148749924555437 -0.017594932913584316 0.0184119468224162 -0.0018966307249568719 0.016235109348712473 0.00052155486347689559 -0.0093650190076531876 0.011825858063686486
leaf_weight=3.6312226206064215 62.937954559922218 25.744973197579384 4.8881486058235151 3.7248059809207916 23.475051954388618 152.55694119632244 127.63354526460171 236.76406319439411 3.9643801301717749 16.922749757766724 986.0042666643858 1030.3450264930725 9.0611261725425702 6.9241838902235022 9.9757386744022352 18.03497909009457 3.3832250833511344 5.4258531332015982 16.399316951632503 5.8144218623638144 209.72814498841763 7.5425247997045508 3.6070890575647381 11.397726923227312 4.6393649131059638 11.122621849179266 43.226226881146431 74.557086050510406 21.177689015865326 51.468274176120758
leaf_count=15 273 105 20 15 98 625 517 975 16 69 4063 4172 37 29 41 75 14 23 70 25 874 31 15 48 20 47 184 304 87 211
internal_value=0.000349249 -0.000198856 -0.0137136 0.00463063 -2.96307e-05 -0.000136684 -0.00265846 0.000355443 -0.000112948 -0.0077146 -5.34523e-05 -0.00130478 0.00124717 0.00426322 0.00403513 0.00287115 0.00444567 -0.00276896 -0.00466175 0.00627864 0.00373378 0.0106365 -0.00964276 0.000232663 -0.00717356 -0.016297 0.0129308 -0.000219956 0.00305165 0.0051388
internal_weight=3192.08 2778.84 34.3579 8.61295 2744.49 2721.01 444.316 2276.69 2033.01 144.556 2029.37 1034.31 995.065 243.688 413.235 350.297 273.856 76.4414 71.0155 22.2137 263.88 54.152 48.8018 19.6442 16.0371 29.1576 50.7688 299.76 147.203 126.025
internal_count=13098 11358 140 35 11218 11120 1813 9307 8303 586 8288 4188 4100 1004 1740 1467 1144 323 300 95 1103 229 205 83 68 122 215 1227 602 515
is_linear=0
shrinkage=0.0193364
Tree=112
num_leaves=31
num_cat=0
split_feature=86 115 149 133 135 4 141 143 92 92 31 10 53 1 133 123 53 19 148 47 104 78 10 38 27 51 31 141 29 89
split_gain=16.6046 9.30001 11.2089 11.4572 9.49751 10.4762 12.8615 12.903 10.614 9.68998 9.10937 9.10624 8.99776 9.27248 8.71224 11.0131 8.70709 8.66276 8.63527 8.51579 8.77201 8.91075 8.41448 9.6836 9.17961 9.01384 9.74017 8.40033 8.20926 8.04216
threshold=2.9436507936507943 1.2915000000000003 0.50351689060415483 2.0500000000000003 0.28050000000000003 1482.1559168255656 -1.0000000180025095e-35 1.393 -0.39791666666666664 0.44875000000000004 0.45830115830115831 1.3095238095238098 1.3250000000000004 1591.1537766592758 0.84500000000000008 2.0250000000000004 1.4150000000000003 3.5000000000000004 0.28438798652351177 2.1250000000000004 0.57950000000000002 0.59166666666666679 0.89166666666666672 0.24069636952808923 0.44527777777777783 1.2250000000000003 0.10848043336135237 1.4750000000000003 3.9500000000000006 0.15000000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 14 -4 22 12 8 10 -7 11 18 -10 28 17 -3 19 -12 -14 -8 20 -16 -22 23 24 -1 26 -26 -5 -6 -2
right_child=29 2 3 27 5 6 7 -9 9 -11 16 -13 13 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.014781205433645321 0.010333065324427862 -0.01494556837075495 0.0039206335695558649 -0.0044274556863860394 -0.0099264829588547963 0.026282907680502107 -0.0043856553194004787 -0.017035124492569591 -0.013395847631877742 0.029537497336630126 0.033864908014902495 0.0039020948022415779 0.0070277628149195588 -0.011542772449243358 0.006811723608110512 -0.02957769125763194 0.00019628469860155201 0.021425066847093752 0.010905063612027789 -0.012006128904305307 0.019568881952290774 -0.0099690275644933359 -0.0025567377835491768 -0.0010572985495444669 -0.0040342244476247605 -0.016255340478408434 0.009552253130155338 0.02611929245845817 0.010284599378338265 0.0028176474295380318
leaf_weight=28.816369742155075 62.792648926377296 20.66623991727829 513.01448553800583 93.464942440390587 22.955343872308731 7.8368795812129965 145.76283913850784 23.413261145353317 13.017559587955473 4.9011130034923545 5.0491627007722837 90.180386230349541 100.97451031208038 8.5844321548938733 59.064290165901184 4.9234792292118064 6.6609648317098618 18.491282090544701 15.249324649572371 18.423221156001091 4.4395030587911632 27.136089935898781 1073.2239586859941 365.83584722876549 32.336338430643082 8.8661389648914319 50.576116517186165 3.4877839386463156 11.16446118056774 350.0773748755455
leaf_count=117 273 84 2118 390 93 32 595 96 53 20 21 368 414 35 239 20 28 76 62 75 18 110 4375 1483 132 36 208 15 45 1467
internal_value=0.000342613 -0.000195021 0.00165382 0.00276853 -0.000871919 0.00152425 -0.000547344 -0.00356551 0.00455817 0.00298189 -0.00173903 0.00171922 0.00551096 0.00786212 -0.00339528 -0.00130031 0.0147238 0.00925723 -0.00293696 -2.237e-05 0.00241324 -0.00581265 -0.00160055 0.000508999 0.00526081 0.00227061 0.0042529 -0.00332711 -0.00331127 0.00396086
internal_weight=3191.39 2778.52 744.62 609.967 2033.9 474.242 312.071 196.136 115.936 108.099 172.722 103.198 162.17 128.05 134.653 113.987 11.7101 119.466 161.012 109.063 90.6399 31.5756 1559.65 486.431 120.595 91.7786 82.9125 96.9527 34.1198 412.87
internal_count=13098 11358 3069 2523 8289 1938 1275 802 473 441 706 421 663 525 546 462 49 490 657 442 367 128 6351 1976 493 376 340 405 138 1740
is_linear=0
shrinkage=0.0193364
Tree=113
num_leaves=31
num_cat=0
split_feature=23 109 127 138 137 137 0 2 136 11 120 41 27 29 42 92 10 114 85 46 90 20 102 2 130 6 53 2 120 4
split_gain=14.4487 10.5209 10.1535 11.852 10.4254 10.0044 11.5107 9.85584 10.5735 9.57192 8.92772 8.5558 9.76334 8.15884 9.45983 8.12048 11.7256 9.01416 8.10229 7.8733 7.66432 7.62617 9.77444 7.61252 10.9931 9.74686 13.4858 8.43375 10.1614 8.98136
threshold=3.5500000000000003 5.5000000000000009 0.61250000000000016 2.5000000000000004 5.7500000000000009 3.9500000000000006 1642.4052761506925 165.76525706691635 3.1500000000000008 0.48333333333333339 2.6460000000000004 1.9950000000000003 0.55118055555555567 4.2928571428571436 4.6350000000000007 0.44124999999999998 2.6214285714285719 1.6335000000000004 0.30762951334379912 4.5150000000000006 -0.0033333333333332494 4.5000000000000009 1.3265000000000002 103.1854381493754 2.7320000000000007 1479.3627524337348 1.9550000000000003 74.546517663376918 1.3165000000000002 1702.4760819216276
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 8 -2 -5 -4 -9 13 14 -13 18 17 -17 21 -8 -3 -7 -23 24 27 26 -25 28 29 -10
right_child=7 20 5 4 -6 15 19 11 23 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.020054877616619862 0.016074104300474155 -0.0057352506737286847 -0.004303557248613402 0.013857223293751202 -0.0066814868769633252 0.00043228067237104426 0.0033059478984857915 -0.017883780276142142 3.2184500385417511e-05 -0.0047100263008828828 -0.034891783446846229 0.02268797114203943 -0.02966946517813163 0.013962633788422857 -0.0079235710908361241 0.0077517150319387721 -0.027027007186928083 -0.011625430277169941 -0.0075929738444075467 0.029400336331923533 0.019338847507534385 -0.0047303722849428203 -0.036640987090876515 0.02378138895034498 -0.013211585203296539 0.016121564074281274 -0.020129693898810124 -0.0073688804717404926 0.0080473486916704615 0.026272198490350004
leaf_weight=17.593054354190826 27.687402740120888 6.1939668804407146 250.39242087304592 21.500930175185204 96.896098971366882 2055.3232904225588 21.464819639921192 12.709881931543348 148.24694599211216 20.062207922339439 3.6161890476942053 4.4224219173193005 3.840840980410575 15.214909940958021 25.623059391975403 113.43868435919285 4.0945570319890967 9.7423737794160825 49.731910929083824 5.4123682528734198 17.209195017814636 20.192242458462719 4.3630670458078376 4.0597867816686612 15.497853145003317 34.911860242486 7.3312282413244247 24.819946825504303 144.16640235483646 5.0395346879959098
leaf_count=72 117 26 1022 88 395 8405 88 52 610 82 15 19 16 64 105 467 17 40 206 23 72 83 18 17 66 146 30 103 613 21
internal_value=0.000336074 -0.000207122 -0.000319297 -0.00510651 -0.00320628 -2.48951e-05 -0.00346627 0.00345287 0.0045337 0.00489411 -0.00473972 -0.00374627 -8.46924e-05 0.00242696 -0.00341395 0.000403392 0.0051478 0.00621847 0.000119811 0.00856582 0.0127006 0.000304269 -0.010407 0.0037015 0.00269331 0.0110541 -0.00447265 0.00345846 0.00436216 0.000895797
internal_weight=3190.8 2717.23 2693.82 156.052 138.459 2537.77 280.886 473.572 411.761 41.5631 254.009 61.8111 49.1012 45.2604 30.0455 2256.89 127.276 123.181 2129.61 26.8772 23.4032 2079.88 24.5553 384.074 337.771 46.3029 11.391 322.273 297.453 153.286
internal_count=13098 11119 11021 637 565 10384 1148 1979 1723 170 1037 256 204 188 124 9236 524 507 8712 111 98 8506 101 1606 1413 193 47 1347 1244 631
is_linear=0
shrinkage=0.0193364
Tree=114
num_leaves=31
num_cat=0
split_feature=86 85 23 127 127 122 137 40 4 107 50 138 135 30 90 2 34 137 85 147 123 104 5 9 122 90 90 79 35 34
split_gain=15.9847 16.0669 13.5388 12.5202 10.005 10.3359 10.9818 9.99022 9.88685 10.0982 12.0696 9.87567 9.0709 8.99606 8.3264 8.18492 8.46119 8.37977 8.17605 9.37356 9.16253 8.70482 9.89499 8.60429 10.5648 9.03397 13.1391 10.3114 8.66718 8.13329
threshold=2.9436507936507943 0.33657894736842103 3.5500000000000003 0.68350000000000011 3.0500000000000003 1.1625000000000003 3.0500000000000003 2.4250000000000003 1579.1473323901657 0.40950000000000003 1.0850000000000002 2.5000000000000004 0.41100000000000009 0.15590372929822474 0.017083333333333253 23.932960434930582 1.7850000000000004 5.1500000000000012 -0.28713735558408215 0.40573489010989011 0.78200000000000014 0.99750000000000016 1499.931730224404 1.5523809523809526 1.7575000000000001 0.06708333333333337 -0.054583333333333241 3.0898276463388528 3.5950000000000002 1.6150000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -3 9 14 -11 -1 -5 -9 -7 -13 17 -17 -2 21 -21 22 -20 24 -22 26 27 -25 -28 -26
right_child=18 7 4 12 -6 8 -8 13 -10 10 -12 15 -14 -15 -16 16 -18 -19 19 20 23 -23 -24 25 29 -27 28 -29 -30 -31
leaf_value=-0.020224866909778795 0.01178176575286209 -0.020925243834178747 0.021433937865321388 -0.0006801522844358289 -0.023235473584183118 0.014043923142072911 -0.0044837473470168985 -0.010917380852293313 0.010918261579843895 0.010196832534083232 -0.0014443406734362064 -0.0065126264375907099 0.0032798045948269823 0.024791456327478346 -0.0084786452889164411 0.01795687827296797 0.02613746838795037 -0.010429847951621295 -0.00022647773073459839 0.013920079722162684 -0.0031621294101428061 0.017226052479446786 -0.029045042784007814 0.013495245316383688 0.0012582968787689195 0.01856744046773777 -0.00081420369321879671 0.00041182452706975344 -0.026790945294956285 0.016109619606603596
leaf_weight=16.341793581843376 43.780646130442619 22.459841132164001 6.6235711723566046 1935.9963810741901 5.2886325716972342 43.255073472857475 78.674453243613243 7.8867154866456968 81.588062986731529 42.754432663321495 150.52952744066715 108.63691505789757 243.47630515694618 3.9587914943695068 7.1464360207319251 5.9160422235727372 5.8972631096839896 11.325935468077658 8.6605364978313499 30.033917739987373 124.60372973978519 3.7804563343524924 9.1772930771112424 50.442622020840645 37.211726576089859 19.71364027261734 15.536207005381586 40.704897284507751 6.9503084868192664 21.907618597149849
leaf_count=67 189 92 27 7883 22 180 321 32 345 178 632 442 998 16 29 24 24 46 36 126 520 16 38 211 157 84 66 173 29 95
internal_value=0.000329666 -0.000197768 -3.32937e-05 -0.000607477 0.0031803 0.00352089 -0.00246977 -0.0133481 0.00509201 0.00314099 0.00113057 -0.00604741 -0.000237744 0.00101626 0.0108491 -0.00428835 0.00615168 -0.000685181 0.00388144 0.00294315 0.00371269 -0.00940886 -0.0150589 0.0027455 3.14884e-05 0.00648433 0.00438713 0.00765322 -0.00884857 0.0067632
internal_weight=3190.26 2777.76 2743.45 2327.59 415.86 410.572 85.298 34.3053 325.274 243.685 193.284 148.118 2179.47 11.8455 50.4015 131.776 23.1392 17.242 412.504 368.723 347.105 21.6183 17.8378 317.071 183.723 133.348 113.634 91.1475 22.4865 59.1193
internal_count=13098 11358 11218 9484 1734 1712 348 140 1364 1019 810 603 8881 48 209 536 94 70 1740 1551 1461 90 74 1335 772 563 479 384 95 252
is_linear=0
shrinkage=0.0193364
Tree=115
num_leaves=31
num_cat=0
split_feature=115 141 37 136 86 94 120 85 120 3 136 103 132 34 133 141 30 0 45 0 120 4 79 47 10 30 55 123 10 4
split_gain=11.9079 12.5656 11.7583 11.2602 10.6443 14.965 18.528 10.2752 10.1009 13.462 15.1941 11.8153 13.8385 9.28675 10.1808 12.042 10.05 9.40999 8.71786 8.85571 8.52568 8.52397 8.25501 9.90024 8.20568 8.93885 8.19344 7.90904 7.86797 9.74163
threshold=1.2915000000000003 1.9415000000000002 0.26935819915038167 3.0500000000000003 2.7703296703296707 16.050000000000004 0.95000000000000007 0.50016806722689089 0.52800000000000014 1393.02387518405 6.2500000000000009 1.3925000000000003 0.89450000000000018 2.2350000000000008 2.1055000000000006 -1.0024999999999997 0.071750321750321713 1356.3678308767867 1.3050000000000004 1697.1380917362503 0.68350000000000011 1426.7244613321602 2.3358278562287156 2.2650000000000001 0.55238095238095253 0.13807120829828987 2.1250000000000004 3.0955000000000008 1.7416666666666669 1439.4372328088377
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 21 -2 7 6 -6 13 -5 10 11 12 -10 17 16 -16 20 -4 19 -7 -15 -1 -11 27 25 -8 -23 -24 -19 -30
right_child=1 -3 4 8 5 18 24 -9 9 22 -12 -13 -14 14 15 -17 -18 28 -20 -21 -22 26 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.020750772464481978 0.011602113569621222 0.017815984654292696 0.0095984207713321664 -0.013271106934814411 0.011807106584050035 0.0047020067857180227 0.0081099404079327825 -0.020071974800475879 -0.02841344189150026 -0.011998207981817003 0.013001717442381275 -0.031229170895863977 0.011748473238040005 0.023657431693620633 -0.0063478739344883049 0.020745545616174227 -7.3453542648620716e-05 -0.0028428191278029387 0.03288322263281452 0.026276698920824813 -0.0075729223379480915 -0.0036907910743975351 0.00042729962593942449 0.014664473686227366 -0.0019791170800760247 -0.020666549602449187 -0.032214445609077512 -0.026240966098060141 0.0087552931126783223 -0.00074526997750060575
leaf_weight=12.250524982810019 38.607978284358978 17.865822672843933 26.773554980754852 18.355883792042732 35.182125121355057 185.47970980405807 5.1951856017112759 10.685310661792753 4.2082712054252687 19.850833863019943 66.051332175731659 5.1004139482974997 13.450015440583227 12.289488568902017 8.7026568651199359 20.743377864360809 275.92310346662998 997.77530372142792 4.4546282887458792 7.3951108008623114 4.4469811022281638 218.25506107509136 601.37858684360981 18.333412453532219 171.87684126198292 18.024702593684196 3.8284341096878043 4.1832734048366538 46.818592146039009 292.05612328648567
leaf_count=50 160 77 110 75 143 786 21 44 17 81 272 21 55 50 36 86 1122 4057 18 32 18 890 2490 74 708 73 16 18 194 1200
internal_value=-0.000245373 0.00178141 -0.000939326 0.00141842 -0.000485752 0.00224061 -0.00110777 -0.00117309 0.000894712 0.0012498 0.00830692 -0.00531624 0.00217047 -0.00105321 0.00189964 0.0127367 0.000808953 -0.00175085 0.00614829 0.00552995 0.0153565 -0.00504989 0.000276096 0.000666783 -0.00343717 -0.0142257 -0.00418325 0.000242833 -0.00197824 0.000567249
internal_weight=3165.54 807.386 2358.16 789.52 2123.82 427.608 230.279 1696.21 750.912 732.556 88.81 22.7587 17.6583 1685.53 322.106 29.446 292.66 1363.42 197.329 192.875 16.7365 234.334 643.746 623.895 195.097 23.2199 222.083 605.562 1336.65 338.875
internal_count=12994 3340 9654 3263 8698 1781 945 6917 3103 3028 365 93 72 6873 1312 122 1190 5561 836 818 68 956 2663 2582 802 94 906 2508 5451 1394
is_linear=0
shrinkage=0.0193364
Tree=116
num_leaves=31
num_cat=0
split_feature=94 56 86 85 42 10 2 86 110 48 136 134 101 9 28 132 0 31 102 147 107 52 16 110 130 138 110 134 141 110
split_gain=8.93411 12.8859 12.5108 9.64518 11.3817 9.8235 11.414 8.13116 7.75751 9.85959 13.1778 9.2185 9.09682 8.72624 8.60941 12.7251 8.58919 8.11973 8.0447 7.57886 7.45945 7.6175 7.3831 7.37768 12.4273 8.96287 7.68055 7.35026 7.18745 8.99632
threshold=14.550000000000002 2.7350000000000008 3.4558441558441566 0.16514492753623178 2.0650000000000004 2.183333333333334 -14.395255512557922 2.6023255813953496 2.5500000000000003 2.4150000000000005 12.15 0.28750000000000003 3.5500000000000003 0.30952380952380959 4.354166666666667 1.1835000000000002 1510.0294537183372 0.16499849864878394 0.41750000000000004 0.40846280364372473 0.90450000000000019 4.0950000000000006 4.5000000000000009 8.1500000000000004 1.7890000000000004 6.5000000000000009 11.450000000000001 0.70550000000000013 0.20100000000000004 25.550000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 28 8 -5 6 7 -6 12 10 22 14 13 17 18 -16 -13 -1 -12 -8 21 27 -10 24 -11 26 -25 -15 -2 -30
right_child=1 -3 -4 4 5 -7 19 -9 9 23 11 16 -14 20 15 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.020384243438572407 -0.00080602775267104405 0.02872373817791397 0.010104828891021354 -0.022738164992151939 -0.032683980989807439 0.015081699064565702 -0.027408502604790577 -0.0093380193584350606 0.00038459386034591243 -0.023573788420349275 -0.014012472808661284 -0.025993814181673455 -0.02926985723856634 -8.3888610974800924e-05 -0.019075300485210642 0.0021161949118877286 -0.007083632695402374 0.0041323172900326263 0.0022782714748542554 0.00057432952662227199 0.012731861911852386 0.019823603804420439 -0.020943619876325818 -0.032550469405803584 0.012991019565358579 -0.035096947557466382 -0.0016164558097926708 0.0099896422646133 0.00241275612842452 -0.0069405917766215686
leaf_weight=14.135462284088137 872.95365741848946 6.1388186216354361 50.806040689349174 14.781649723649023 8.5363500267267245 8.7172752767801267 3.903890296816825 16.12251327931881 372.38616755604744 5.711782991886138 13.535954654216765 15.495386525988577 3.877812221646308 794.90909339487553 27.454955622553825 17.243073239922523 21.387318253517151 7.851710468530654 69.561612278223038 48.947523757815361 18.864160805940628 7.5053687840700141 6.1653579473495475 4.120263725519183 8.862995117902754 8.2402230054140073 11.037394702434538 28.033793479204178 636.7839030623436 40.913326352834702
leaf_count=58 3572 28 232 61 35 36 16 66 1512 24 55 63 16 3266 111 70 87 32 282 200 77 32 25 17 37 34 46 117 2619 168
internal_value=-0.000240651 0.000770499 0.000663251 -0.00128443 -0.00706253 -0.00437389 -0.00656324 -0.0174255 -0.000883631 -0.00261537 -0.00194935 -0.00651542 0.000266361 0.000397994 -0.00405689 -0.0108997 -0.0150314 -0.0116277 -0.000375255 -0.00149342 0.000709427 0.000436214 3.68967e-05 -0.0121409 -0.00133739 -0.018867 -0.0100343 0.00025925 0.000353848 0.00184798
internal_weight=3164.98 1607.6 1601.46 1557.39 101.009 86.2276 77.5103 24.6589 1456.38 581.202 543.23 164.678 875.177 871.3 127.796 44.698 36.8827 21.9872 83.0976 52.8514 849.312 830.448 378.552 37.9727 14.5748 23.3979 15.1577 822.943 1550.65 677.697
internal_count=12994 6619 6591 6375 414 353 317 101 5961 2363 2205 668 3598 3582 518 181 150 90 337 216 3492 3415 1537 158 61 97 63 3383 6359 2787
is_linear=0
shrinkage=0.0193364
Tree=117
num_leaves=31
num_cat=0
split_feature=115 141 40 136 98 26 21 86 85 97 45 98 142 85 105 146 3 131 11 89 118 49 106 7 45 122 42 42 31 12
split_gain=11.4428 12.0903 11.4881 10.8525 10.7315 10.2958 9.31784 9.21761 9.65833 9.57442 10.4281 9.65232 8.98159 11.3348 10.4813 9.63383 9.91603 8.66945 8.59942 9.15789 8.53784 8.21261 10.1148 8.87478 8.4209 8.16681 8.16664 8.2588 8.14454 7.59306
threshold=1.2915000000000003 1.9415000000000002 4.2250000000000005 3.0500000000000003 0.42261904761904762 0.52414285714285735 0.4642857142857143 2.7703296703296707 0.50016806722689089 3.5000000000000004 1.3050000000000004 0.8973684210526317 0.14900000000000002 0.17478885893980231 0.90450000000000019 0.0036500000000000005 1390.3747072085575 0.58550000000000002 1.2583333333333335 0.95000000000000007 0.55000000000000016 2.4650000000000003 0.95450000000000013 -31.629406622321195 1.135 0.83750000000000002 6.1350000000000007 5.0550000000000006 0.17529120364171907 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 6 -6 8 -1 21 11 26 14 18 15 16 20 -18 25 -20 -5 23 24 -9 -23 -14 27 -11 -15 -7
right_child=1 -3 4 12 5 29 -8 9 -10 10 -12 -13 13 28 -16 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011200659051256135 0.011402427637489261 0.017518071188386202 0.0030388150473640353 -0.011594114234777008 -0.010460499162116159 -0.014269396437893078 -0.031104930082042664 0.02232971449625764 -0.019597097497109223 0.0049342182183910802 0.036186111284595673 -0.024648545860804959 -0.014927140828524116 -0.032213339970630576 0.010161171149949029 0.015845915384795631 -0.022897532671365902 -0.00012237404113171581 -0.0030898832802733469 -0.02996527434921439 0.011541754615033732 0.0095174256255934897 0.030332048114568584 -0.0042357830949266984 -0.0021456767684134804 0.0034887439059402723 0.020407976441539393 -0.015481001156422642 -0.0016637119285461189 0.01554672441084729
leaf_weight=1774.1793118268251 38.542394459247589 17.780679970979691 30.913602784276009 6.8561556488275519 64.982065871357918 4.929949462413787 9.3529704213142377 4.8499205708503714 10.637782245874403 167.09330782294273 3.9473924934864035 4.1660748720169059 9.5640835314989072 7.5219418257474882 61.413769096136093 16.682619079947472 6.389789566397666 277.09178951382637 156.3970685005188 4.8858323097228995 45.592863693833351 37.209637984633446 5.043230026960372 150.01472745835781 61.216841891407967 152.51738609373569 12.173372119665144 7.7481763809919348 5.767632856965065 9.046830475330351
leaf_count=7236 160 77 126 28 264 20 38 20 44 713 16 17 39 31 255 69 26 1142 652 20 187 152 21 620 248 630 50 32 24 37
internal_value=-0.000236031 0.0017513 -0.000916342 0.00139594 -0.00676481 -0.0101971 -0.0130601 -0.000604781 -0.00123026 0.00185696 0.00508984 0.00444684 0.000882056 -0.00146339 0.00278931 0.00150513 0.000792644 -0.0006362 -0.000743847 -0.003905 0.00851587 -0.000584773 0.00363279 -0.003403 0.00226318 0.00240144 0.00509573 0.00402892 -0.0189628 0.00502527
internal_weight=3164.51 807.004 2357.51 789.223 119.225 88.3118 74.335 2238.28 1784.82 453.463 195.128 191.181 750.681 336.654 414.027 352.613 335.931 283.482 323.364 161.283 52.449 258.334 103.47 154.865 98.4265 162.081 187.015 174.841 13.2896 13.9768
internal_count=12994 3340 9654 3263 485 359 302 9169 7280 1889 828 812 3103 1396 1707 1452 1383 1168 1341 672 215 1061 421 640 400 669 795 745 55 57
is_linear=0
shrinkage=0.0193364
Tree=118
num_leaves=31
num_cat=0
split_feature=115 141 37 120 3 145 86 94 120 85 53 49 0 4 0 9 132 29 26 35 54 10 29 147 130 138 123 145 109 46
split_gain=11.0073 11.6864 11.0631 10.0866 13.2738 12.2689 9.77683 13.7417 17.6349 9.41478 9.23108 8.42727 8.56902 8.15568 8.09951 8.44335 8.99902 8.07946 7.8892 8.33875 8.4846 7.81703 10.3945 8.79919 11.389 10.8782 7.77244 8.64354 11.3882 7.76693
threshold=1.2915000000000003 1.9415000000000002 0.26935819915038167 0.52800000000000014 1393.02387518405 0.60625000000000007 2.7703296703296707 16.050000000000004 0.95000000000000007 0.50016806722689089 3.6950000000000007 4.0750000000000011 1697.1380917362503 1426.7244613321602 1356.3678308767867 3.2071428571428577 1.3165000000000002 5.2928571428571436 0.51816666666666678 2.6250000000000004 1.1650000000000003 0.55238095238095253 4.1339285714285721 0.46252839585274935 2.9500000000000006 9.5000000000000018 3.0955000000000008 0.20745000000000002 1.5000000000000002 2.7250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 13 17 5 -5 9 8 29 14 26 12 -9 -1 18 -16 -17 -2 19 -4 -21 22 -10 25 -25 -23 27 28 -6 -8
right_child=1 -3 6 4 10 -7 7 11 21 -11 -12 -13 -14 -15 15 16 -18 -19 -20 20 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.020247014786169162 -0.021334626915648684 0.017252624444672272 0.021336113022660398 0.0046932326416448599 0.0074878834047778569 0.021357764631853481 0.00074591004175467634 0.0044702132403162051 -0.02077322016536777 -0.019274358348322643 0.027132610471412702 0.031562489254958505 0.025791414624196006 -0.0040385149710602704 -0.0013713552100126378 0.025344962606144161 -0.0012922648321726654 0.0057506261890205145 0.028200919458253086 -0.014422297472934968 0.0070562369538101476 -0.0014019351664119105 0.010300807228942723 0.0064843495668716637 -0.019905568830692812 -0.015047638438506488 -0.025621932412339843 -0.00075369357696541039 -0.0017121821563809468 0.019204104090847881
leaf_weight=12.246151611208914 12.772126644849779 17.705934181809425 8.1350209861993772 70.456373989582062 131.36646834015846 21.580119580030441 14.557409659028052 184.77299474179745 18.053842246532444 10.607125446200369 4.9288166612386695 4.6713125705718985 7.3252142518758765 222.03764849901199 1622.7264699488878 9.1850062757730502 9.791476368904112 6.0705738216638556 5.805249646306037 10.803336694836618 18.90279757976532 76.316563874483109 5.1745233535766593 58.193369030952454 6.8281203508377066 30.604442596435547 4.2018053084611884 456.13515630364418 81.511210396885872 20.581358656287193
leaf_count=50 52 77 33 290 542 89 59 785 73 44 20 19 32 906 6613 39 42 25 24 44 78 312 21 243 28 125 18 1889 338 84
internal_value=-0.000231478 0.00171807 -0.000898681 0.00136933 0.00171137 0.00860186 -0.000458607 0.0021562 -0.00104961 -0.00111711 0.000776092 0.00590866 0.00528398 -0.00488626 -0.00100276 -0.00122136 0.0116004 -0.0126064 0.00721787 0.00399511 -0.000754049 -0.0033202 -0.0138482 -0.00189737 0.00371132 -0.00530865 0.000582908 0.000747704 0.00396496 0.0115595
internal_weight=3164.05 806.729 2357.32 789.023 770.18 92.0365 2123.04 427.079 230.31 1695.96 678.143 196.77 192.098 234.284 1685.35 1641.7 18.9765 18.8427 43.6464 37.8412 29.7061 195.171 23.2284 171.942 65.0215 106.921 673.215 669.013 212.878 35.1388
internal_count=12994 3340 9654 3263 3186 379 8698 1781 945 6917 2807 836 817 956 6873 6694 81 77 179 155 122 802 94 708 271 437 2787 2769 880 143
is_linear=0
shrinkage=0.0193364
Tree=119
num_leaves=31
num_cat=0
split_feature=93 26 91 91 27 4 50 102 27 42 34 134 4 40 26 48 27 142 42 105 48 44 42 20 9 35 134 123 34 131
split_gain=8.50346 11.5165 14.1126 12.6053 10.7648 10.1051 9.07734 8.55886 7.82721 9.26139 7.70126 9.61083 9.1367 7.84756 8.62193 11.6398 8.23539 7.8152 13.1415 8.1168 10.2688 7.7138 7.6806 14.059 10.6687 9.76097 8.68395 8.61801 7.4625 7.71375
threshold=22.050000000000004 0.47788888888888897 0.33958333333333329 0.21291666666666667 0.42683333333333334 1677.8241879837392 1.9950000000000003 0.60050000000000014 0.51645833333333335 2.5550000000000002 3.0650000000000004 -0.7054999999999999 1357.9669812537411 2.9750000000000005 0.4281666666666667 1.9650000000000001 0.31111111111111117 -1.9309999999999998 4.0750000000000011 0.83350000000000002 1.905 12.225000000000001 3.1150000000000007 1.0000000180025095e-35 1.1833333333333336 2.7550000000000003 -0.41099999999999998 2.3515000000000006 3.2150000000000003 1.5855000000000004
decision_type=2 2 2 2 2 2 2 2 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 7 3 4 -3 8 10 -2 -6 -10 13 -12 -13 16 15 -15 -1 18 -18 21 -21 -19 25 -24 -25 26 -16 -27 -14 -30
right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 11 12 28 14 22 -17 17 19 -20 20 -22 -23 23 24 -26 27 -28 -29 29 -31
leaf_value=0.02015324689227024 0.021434461038514804 -0.0080518749999318965 -0.022785690971453811 0.016644775714667073 0.0026476362561718976 0.013260862140825769 0.0088996085807895933 0.0051455027642004804 0.0065956281165441156 -0.005274630248688802 0.015850353271730382 -0.035641801554795849 -0.011284030302453927 -0.00214444882536982 -0.029795455189746137 -0.035546543956645499 0.012102445200895874 -0.0017131859220720427 -0.016053461801998788 -0.0006324648257282063 0.0080438761075896162 -0.022223838642943795 -0.003886920292994988 0.0061011271202806366 0.026405969821558725 0.0045534988059413349 -0.0028983652792039477 -0.021191422395642315 -0.0049629639514840477 0.0014998381992691937
leaf_weight=6.86346411705017 13.371423020958899 51.907762303948402 9.6133124679326993 18.227281600236893 249.81047491729259 24.762757897377014 36.042487010359764 123.07494889199734 30.715541854500771 122.83446645736694 9.3318430930376035 3.3821167498826972 42.678074300289154 62.146258682012558 4.9543541371822348 4.1588299274444571 35.027761206030846 1453.0126816481352 7.5257688462734214 166.30779822170734 73.553783819079399 6.8851383775472632 18.836266964673996 18.949742883443832 19.787756696343422 197.35765862464905 47.445951387286186 4.9801390916109076 192.271594196558 107.72836494445801
leaf_count=28 55 212 40 77 1032 106 154 509 128 511 38 14 174 252 20 17 147 5953 31 676 312 28 77 77 80 808 192 21 783 442
internal_value=-0.000227006 0.00175526 0.000415188 0.000863086 0.000263613 0.001272 -0.000734013 0.00674268 0.000535753 -0.00289972 -0.000873875 -0.00350876 -0.00403111 -0.000433757 0.00209021 -0.00424211 -0.000980113 -0.00106343 0.00712083 -0.00126837 0.00202801 -0.00181001 0.00343479 0.0098132 0.016476 0.00199287 -0.00544429 0.00391922 -0.0037186 -0.00264205
internal_weight=3163.55 644.318 507.872 498.258 480.031 428.123 2519.23 136.446 403.36 153.55 2483.19 355.392 346.06 2127.79 378.617 66.3051 1749.18 1742.31 42.5535 1699.76 239.862 1459.9 312.312 57.5738 38.7375 254.738 52.4003 202.338 342.678 300
internal_count=12994 2670 2106 2066 1989 1777 10324 564 1671 639 10170 1451 1413 8719 1544 269 7175 7147 178 6969 988 5981 1275 234 157 1041 212 829 1399 1225
is_linear=0
shrinkage=0.0193364
Tree=120
num_leaves=31
num_cat=0
split_feature=124 86 26 84 109 119 89 109 40 132 3 93 54 54 3 35 54 135 45 9 39 94 52 80 42 135 40 115 92 46
split_gain=9.28059 10.528 11.9572 12.9531 10.4439 11.4549 10.0378 10.2115 9.65358 9.4834 8.72227 8.61705 8.4709 10.8316 12.338 10.0423 8.67023 10.5317 8.34172 9.91056 8.63806 7.84411 13.7956 10.0559 7.80188 7.78189 7.48519 7.31882 9.67081 7.22128
threshold=2.9000000000000004 2.7470930232558142 0.6538750000000001 0.062083333333333303 3.5000000000000004 1.9000000000000001 0.17000000000000001 3.5000000000000004 3.8850000000000002 2.8945000000000003 1383.0403689219072 11.400000000000002 1.8450000000000004 1.8750000000000002 1448.0016875902841 6.3650000000000011 1.7950000000000002 0.38900000000000007 1.3350000000000002 1.5523809523809526 0.44924963208620794 16.050000000000004 3.3650000000000007 0.052860555765120061 4.7350000000000012 0.29450000000000004 2.0150000000000001 1.2915000000000003 -0.41916666666666658 3.4850000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 5 -5 24 8 10 -2 -8 -9 15 -14 -15 18 17 -17 20 -20 -1 22 -12 -23 -3 29 -4 28 -10 -13
right_child=9 6 26 4 -6 -7 7 11 27 -11 21 25 13 14 -16 16 -18 -19 19 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00057966448107624646 0.0085135114538496606 0.012768110372834162 0.019031206213211173 -0.014314114396176237 0.015400248706192042 0.020093483512888324 0.016332588631892617 -0.035863897865375749 0.0065289700732522136 -0.004500828047683236 -0.0014899025388548633 -0.010671400609426444 0.028580603431158588 0.029011929808879535 -0.0019759139166884323 -0.0099098070124456206 -0.037599563555455878 0.021567654508208189 -0.0023281454414375269 -0.015828829920812689 -0.0030208045590659552 -0.00020657269534173029 0.014936701869018758 0.008844393408720853 -0.0014226752970011418 -0.022713540917280482 -0.0045754737372857481 0.0077550424592053935 -0.018957084551387195 0.011423327275414917
leaf_weight=1887.670377522707 95.940768018364906 56.661701753735542 18.995078817009929 50.949115619063377 5.8015284538269034 3.8898693770170203 17.98722468316555 3.8720211982727042 7.6451700776815406 26.769581183791161 199.55823685228825 10.94228301942349 8.073178291320799 5.8476010411977759 26.830203533172607 39.626657038927078 3.6904758363962165 4.4128921180963507 106.19189147651196 25.144572764635086 287.01991814374924 73.981758207082748 21.137193739414215 120.84953005611897 19.451076000928879 7.1458611339330664 6.8206333667039862 9.3190324306488019 20.433445230126384 11.175608351826666
leaf_count=7705 405 248 79 209 24 16 74 16 31 113 815 46 35 25 114 163 15 18 436 103 1173 318 89 504 81 30 28 39 83 48
internal_value=0.000459808 0.000250767 -0.000297582 -0.000435262 -0.00926071 -0.0118714 0.00259577 0.00160726 0.00233743 0.00567394 0.00315068 -0.00876723 -0.000211725 0.00852846 0.00357034 -0.000363079 -0.00914179 -0.00675301 -0.000181342 -0.00491362 0.00010444 0.0025798 8.33534e-05 0.00540734 0.00914101 -0.00517622 0.0127925 -0.00708773 -0.0120161 0.000490266
internal_weight=3183.83 3061.12 2480.96 2455.15 60.6405 54.839 580.16 504.047 470.912 122.71 433.514 33.1358 2394.51 40.751 32.6778 2353.76 47.73 44.0395 2306.03 131.336 2174.69 415.527 220.695 194.831 76.1128 29.2638 25.8157 37.3976 28.0786 22.1179
internal_count=13083 12565 10143 10036 249 225 2422 2093 1953 518 1800 140 9787 174 139 9613 196 181 9417 539 8878 1726 904 822 329 124 107 153 114 94
is_linear=0
shrinkage=0.0193364
Tree=121
num_leaves=31
num_cat=0
split_feature=124 86 89 126 30 54 148 99 41 140 28 54 100 24 133 79 133 144 11 2 38 7 9 41 40 144 79 90 125 45
split_gain=8.93469 10.1321 9.6848 8.54491 8.3245 8.3026 10.6175 12.505 11.7572 10.6353 11.7517 9.48116 9.37511 9.32131 8.85026 10.1187 9.67608 8.2315 8.10197 7.97919 11.1562 10.4299 7.8253 11.2503 8.71297 10.1578 15.7991 7.84123 7.56332 9.33937
threshold=2.9000000000000004 2.7470930232558142 0.17000000000000001 3.8660000000000005 0.68496240601503777 1.8450000000000004 0.23508986650347907 0.64495798319327746 2.5750000000000006 1.0000000180025095e-35 1.267857142857143 1.8750000000000002 1.4500000000000002 0.55000000000000016 2.2930000000000006 3.0762146935018841 2.7320000000000007 -0.012449999999999998 3.183333333333334 -139.57054150992812 0.23590679771748668 -20.13682121612646 2.7678571428571432 1.8650000000000004 3.9550000000000005 -0.0032499999999999999 3.1317015430917419 0.096249999999999961 0.90000000000000013 1.0850000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 22 6 7 8 18 10 -10 -7 13 14 15 -8 -16 -14 -1 20 -15 -21 24 -24 25 26 -4 -27 29 -9
right_child=3 2 4 -5 -6 11 12 28 9 -11 -12 -13 17 19 16 -17 -18 -19 -20 21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00016932126187840067 0.0066808820284118267 0.0089843015426286331 0.014143738273396132 -0.017881706335366988 -0.018629441395744115 0.026430192185090188 -0.0017584101072951113 0.0077753719199882025 0.016857431767961985 -0.02933165122899099 -0.011793299988565192 0.0036247861709266692 -0.022281741727212673 0.013223506159593043 0.010570214101376497 -0.011349216890304182 -0.011589557490520448 0.0022413142123273513 0.013611100040006449 0.013931316099185197 -0.0084307360613341074 0.0020656103026445469 -0.0093028491130073849 0.021439736627877987 -0.0080545270109445115 -0.00082762966503653829 -0.011809294011552533 0.0053326662259771665 -0.008789907320315744 -0.012243578779392228
leaf_weight=296.56552110612392 117.05208487808704 75.945293247699738 49.014856249094009 5.5419831722974768 7.5054149478673926 8.4901732057332975 801.89323557913303 25.075087025761604 6.9418501853942898 8.8369072973728162 23.329016640782356 34.55637563765049 5.1527856141328803 10.926702246069906 38.436079427599907 43.353279188275337 9.109172120690344 676.77965211868286 16.854836598038673 31.47075067460537 47.761331528425217 231.02159483730793 6.117541745305064 16.295966640114784 34.140989139676094 272.22967736423016 10.676112070679663 107.85830539464951 150.76851277053356 13.348403260111807
leaf_count=1230 495 329 202 23 32 37 3250 103 29 37 97 147 21 45 156 177 37 2768 71 129 195 942 25 70 140 1130 45 449 618 54
internal_value=0.000451061 0.000246002 0.00254735 0.0055696 0.00157693 -0.000291852 -0.000440534 -0.00282792 -0.000675533 -0.0106719 -0.00522009 0.00812577 0.000241595 -0.000777484 -0.00179378 -0.00225044 0.00632301 0.00205582 0.000571738 0.00204737 -0.00439766 0.00348858 0.00188272 0.0130465 0.00135454 0.00208516 0.00950059 0.000920391 -0.00683818 0.000818933
internal_weight=3183.05 3060.46 579.784 122.594 503.839 2480.67 2437.62 541.72 352.528 39.1078 30.2709 43.0465 1895.9 1213.97 892.792 845.247 47.5453 681.932 313.42 321.18 58.688 262.492 496.333 22.4135 473.92 439.779 59.691 380.088 189.192 38.4235
internal_count=13083 12565 2422 518 2093 10143 9959 2239 1464 163 126 184 7720 4931 3620 3427 193 2789 1301 1311 240 1071 2061 95 1966 1826 247 1579 775 157
is_linear=0
shrinkage=0.0193364
Tree=122
num_leaves=31
num_cat=0
split_feature=126 86 109 85 54 6 34 41 85 3 131 26 38 41 130 39 142 90 144 54 139 30 85 109 99 142 131 80 98 9
split_gain=8.79929 8.79702 12.901 11.0243 9.73292 9.69372 8.8667 9.44686 8.70635 8.62241 8.53526 8.38733 11.0852 10.1019 8.14583 7.8676 7.53353 8.34203 8.21118 10.4929 7.94301 10.8055 7.80647 7.48061 6.75422 6.62988 6.91403 6.60294 10.4499 7.4585
threshold=0.61250000000000016 2.8070719602977672 5.5000000000000009 -0.2818181818181818 1.8450000000000004 1472.4969573790106 8.3450000000000006 2.4350000000000005 0.91500000000000015 1448.0016875902841 0.47200000000000003 0.6538750000000001 0.24422262683390697 2.8750000000000004 0.84500000000000008 0.13160716900351324 -1.9939999999999998 0.090416666666666659 -0.0032499999999999999 1.2950000000000002 1.0000000180025095e-35 0.13215343832839546 -0.20102564102564102 3.5000000000000004 0.67424242424242431 -1.2464999999999999 1.5280000000000002 0.049926622243376156 0.55277777777777792 1.2583333333333335
decision_type=2 2 2 2 2 2 2 2 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 4 -3 6 -5 8 -8 11 -6 -1 13 -13 -2 -12 -11 -7 18 19 -18 21 -19 -22 -20 -9 -17 -27 28 29 -16
right_child=1 3 -4 5 9 16 7 24 -10 15 14 12 -14 -15 27 25 17 20 23 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.021423791018853573 5.7626592231377776e-05 0.01112925822429057 0.014624643461723942 0.020878241240158572 0.024529602418517926 0.020234017533706929 -0.028374988962989119 0.010294956207244641 -0.025938733987886015 0.026954113934607744 -0.017254150930206245 0.0234078719545215 -0.0025981740691006553 -0.011709279010829817 -0.01522294592217645 -0.022283683716701363 0.018671715285869781 0.015069007625657743 -0.0006663366249850082 -7.0529889331042255e-05 -0.011455264180347516 -0.0015300303626861439 0.016291239618284194 -0.012596453068355787 -0.016439522352814092 -0.0032651408266183108 0.014953437390322838 0.00099416742565246749 -0.024614423793742794 0.017806078230781449
leaf_weight=10.177747011184691 2366.659705132246 54.877648249268532 22.905879259109497 9.9254373311996442 9.9664769917726499 7.9424735456705085 8.437287390232088 7.3639691621065122 4.8303126394748679 5.1028367877006522 13.379750385880468 13.122044354677202 11.488552346825598 27.593453794717789 4.6891219317913073 3.9602155834436408 18.182380333542824 19.046943873167038 267.1640957146883 28.930379405617714 4.2837679684162131 63.650582954287529 32.693383976817131 21.209502980113029 6.7844104021787643 18.95018857717514 13.214553743600844 89.790133714675903 10.543494448065756 5.6101333498954773
leaf_count=42 9673 237 96 41 43 34 35 30 20 22 55 55 47 113 19 17 76 80 1115 121 18 268 138 90 28 80 58 366 43 23
internal_value=0.000442458 0.000655802 0.000180379 0.0029255 4.786e-05 0.00197357 -0.000126749 -0.0121852 -1.43418e-05 0.00839184 -0.00440342 3.74455e-05 0.0112673 -7.79819e-05 -0.00300556 0.00448762 0.00156813 0.00124214 -0.000321205 0.00716254 0.00562501 0.00229295 0.0130747 -0.0015441 -0.00252209 0.00131033 0.00421905 -0.0012814 -0.0110854 0.00276342
internal_weight=3182.48 3048.29 2520.38 527.907 2497.47 473.029 2446.28 22.5857 2423.69 51.1943 134.19 2418.86 24.6106 2394.25 124.013 41.2278 463.104 455.161 335.486 47.1128 119.675 82.6975 36.9772 288.374 14.1484 36.125 32.1647 110.633 20.8427 10.2993
internal_count=13083 12535 10317 2218 10221 1981 10001 93 9908 220 548 9888 102 9786 506 177 1940 1906 1402 197 504 348 156 1205 58 155 138 451 85 42
is_linear=0
shrinkage=0.0193364
Tree=123
num_leaves=31
num_cat=0
split_feature=124 132 39 31 145 91 125 150 93 7 93 104 94 38 80 26 146 8 8 104 30 31 37 104 31 133 20 122 141 141
split_gain=8.55017 9.08178 7.10863 9.25063 11.0297 10.2575 11.649 10.058 11.2787 9.05838 8.32954 7.84877 8.86226 7.67464 8.2845 7.45882 8.5183 14.9471 13.6253 9.64013 9.17041 8.22918 7.25746 9.17174 7.09363 6.98684 6.87616 6.86914 7.64426 6.80861
threshold=2.9000000000000004 2.8945000000000003 0.44924963208620794 0.096894559460760712 0.44135000000000008 -0.5562499999999998 1.1000000000000003 0.46962878840809003 22.050000000000004 37.627405453804279 22.050000000000004 0.75050000000000006 31.050000000000004 0.2998352663270637 0.071402824277133251 0.65138888888888913 0.0098500000000000029 1.4476190476190478 3.4833333333333338 1.0005000000000002 0.14006369426751594 0.25463121783876502 0.57533494056853762 0.14250000000000002 0.11706919685643087 2.1340000000000003 1.5000000000000002 1.7030000000000001 0.72850000000000004 -0.87399999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 26 8 29 -8 -4 -12 -13 27 -15 16 -5 19 24 20 -18 22 23 -17 -19 -11 -7 28 -9 -6
right_child=1 -3 10 15 7 6 9 13 -10 25 11 12 -14 14 -16 21 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.018547623905572897 0.0082312626926599464 -0.0045113437613972136 -0.003175446274693604 0.0011312978432895648 0.017857364105884163 -0.0036714258747833554 -0.013847356519094869 -0.0033681838218020139 0.025480180127221825 -0.0070944904247810855 0.014945379588124762 -0.011233131821596468 0.021986484350068003 0.002071082780996871 0.025810544156955658 -0.022414065374447959 -0.0048003984277971189 0.0028703032988284731 0.018464477502468494 -0.017256984703195071 0.022812370343511724 -0.016303730098461467 0.023602571580994918 0.012762662574323786 -0.012557863992114062 0.012360708949819513 0.010908788382669479 0.019761007715887725 0.019847106568643337 -0.0096393908679006674
leaf_weight=6.3268925696611396 95.643106281757355 26.756056547164917 342.52968499064445 2222.2163422703743 3.6426057070493689 43.63893361389637 78.046573340892792 41.481668904423714 4.2099603414535514 27.337353691458702 19.409870132803917 12.447734192013742 3.9527553617954245 9.5857598185539263 12.897622704505919 3.6399148255586651 6.5065787732601228 13.246168002486227 6.745289906859397 4.3772381395101538 14.528401494026182 3.892110511660575 14.092033132910727 11.568137615919111 69.954521581530571 9.2276584208011609 16.726068794727325 7.2828221768140784 6.0767280906438819 43.840033695101738
leaf_count=26 405 113 1403 9131 15 178 318 169 17 112 81 52 17 39 52 15 27 54 28 18 60 16 59 48 289 38 68 30 25 180
internal_value=0.000434019 0.00544531 0.000233508 0.000583657 -0.00255566 -0.00563087 -0.00650579 0.00176548 -0.00483691 -0.0101265 -0.00224765 0.00662482 -0.00322055 0.00617995 0.0156935 0.000994601 0.000865328 -0.00425765 -0.00795754 0.00883531 0.0142694 0.0100961 0.0136063 0.00433676 -0.010101 -0.0021826 0.00036807 0.00227797 -0.000399523 -0.00752773
internal_weight=3181.83 122.399 3059.43 2681.09 310.321 181.303 174.977 129.017 51.6926 114.612 378.34 35.8104 16.4005 77.3246 22.4834 2370.77 2337.57 115.358 89.946 25.4122 21.035 33.1922 29.3001 15.2081 83.2007 36.565 60.365 54.8412 47.5584 47.4826
internal_count=13083 518 12565 11012 1267 740 714 527 212 468 1553 150 69 315 91 9745 9607 476 371 105 87 138 122 63 343 150 246 224 194 195
is_linear=0
shrinkage=0.0193364
Tree=124
num_leaves=31
num_cat=0
split_feature=124 132 34 3 7 105 100 31 91 131 125 12 9 24 29 137 27 8 3 26 26 148 31 134 145 147 133 148 121 29
split_gain=8.23169 8.77748 7.8996 11.0801 12.0766 16.8179 10.8132 10.3741 15.5382 10.2831 10.1642 9.04265 8.35404 11.4886 9.26617 9.92851 8.32894 10.4772 8.82081 8.24837 10.8902 9.82005 8.0827 8.0818 7.78005 8.93211 7.78499 7.54915 7.54904 8.32004
threshold=2.9000000000000004 3.2930000000000006 2.8350000000000004 1393.02387518405 11.962821573920111 0.49250000000000005 1.1000000000000003 0.096894559460760712 -0.53041666666666654 1.2110000000000001 1.1000000000000003 0.36666666666666675 2.7416666666666671 0.30952380952380959 3.5857142857142863 6.9500000000000011 0.48894444444444446 1.7928571428571431 1476.2305152436925 0.65138888888888913 0.5970714285714287 0.26394872426102101 0.25463121783876502 -0.62549999999999983 0.44755000000000006 0.48101277279174859 1.6835000000000002 0.22751819289406963 1.6835000000000002 4.7888888888888896
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 8 -5 -8 23 -7 19 -14 15 -15 17 18 -4 20 27 -22 -21 -10 26 -26 -12 -9 29 -18
right_child=1 -3 16 7 5 11 9 12 10 -11 24 -13 13 14 -16 -17 28 -19 -20 22 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0028794379573079043 0.0072509359383018052 -0.0087366759806779739 -0.010966241248583579 0.01982980790382392 -0.015376574656397805 0.025346173180953842 0.029452376053715978 -0.0014588168279221099 0.026030365603928921 0.0096425390666305469 -0.015531981241127365 -0.005633230678136438 -0.013008505774173446 0.022811448516338654 0.018347998333005319 -0.0020837547156905205 -0.0030378396242962194 -0.025105415746242848 0.0034828354216075849 0.013688245129110412 -0.0094428485947898044 0.0026228786210977942 -0.015980622623621713 -0.00062305113128328276 -0.0036883168022538424 0.024231326891020647 -0.0050486970097178658 0.0013838722752708746 -0.0041414210934791014 0.0045589710322456534
leaf_weight=92.683717310428619 107.71096110343933 14.571377441287039 37.945346862077713 10.478216096758841 22.597994536161423 7.850897014141081 11.713216572999952 460.54558001458645 4.4382681101560584 59.984564393758774 52.904869705438614 6.382065013051033 9.1770434826612455 7.6934324651956549 28.325247153639793 26.988022670149803 92.91980268061161 11.324796721339224 27.053042590618134 28.755047902464867 76.318253502249718 37.65762847661972 3.8940763473510733 100.26867580413818 49.003820449113846 4.6909422278404227 53.082974031567574 1445.7424331456423 160.32853403687477 128.34763544797897
leaf_count=377 457 61 154 43 92 32 48 1922 18 248 216 26 38 33 120 115 379 46 110 120 315 155 16 410 200 19 217 5911 660 525
internal_value=0.000425708 0.00534521 0.000229036 0.000641329 0.0049998 -0.00500686 0.00724224 0.000275888 -0.00325894 0.0128809 -0.00417444 0.0114536 0.000733124 0.00719846 0.010143 0.00343914 -0.00211284 -0.00794385 -0.00495174 0.000505755 0.000349907 -0.00545593 0.0101467 0.000507103 -0.00724447 -0.00124676 -0.0102824 0.000697071 -0.000946384 0.00136851
internal_weight=3181.38 122.282 3059.1 2601.18 201.212 36.831 164.381 2399.96 274.868 71.6978 264.39 14.233 2125.1 72.1837 63.0067 34.6815 457.919 76.3232 64.9984 2052.91 2020.26 113.976 32.6491 104.707 159.683 53.6948 105.988 1906.29 381.596 221.267
internal_count=13083 518 12565 10691 823 150 673 9868 1123 296 1080 58 8745 306 268 148 1874 310 264 8439 8303 470 136 428 652 219 433 7833 1564 904
is_linear=0
shrinkage=0.0193364
Tree=125
num_leaves=31
num_cat=0
split_feature=85 12 5 48 109 103 28 92 51 126 53 53 104 121 3 96 102 104 119 5 12 80 106 30 1 25 3 102 9 112
split_gain=8.55744 9.16921 9.07488 7.48929 7.08435 7.07469 6.78261 10.4678 6.59436 7.71433 7.20567 6.732 11.9644 9.39499 8.61949 6.75286 14.5794 9.65912 6.40815 6.33219 7.17495 6.14915 5.93253 5.65614 5.22334 4.94755 4.77468 4.70833 5.00223 4.30523
threshold=0.5947058823529412 0.55000000000000016 1554.816035298343 4.2200000000000015 5.5000000000000009 1.1795000000000002 4.2928571428571436 -1.0000000180025095e-35 1.4650000000000001 1.1180000000000001 3.8450000000000002 3.3450000000000002 0.47350000000000003 1.2930000000000004 1436.9365663448409 3.5000000000000004 2.3360000000000007 1.0005000000000002 1.9000000000000001 1500.3121279715681 0.22500000000000003 0.069118206561503109 0.8590000000000001 0.16423240938166309 1544.4260036263875 0.58571428571428574 1450.0699212236343 1.8215000000000001 1.5166666666666668 0.68150000000000011
decision_type=2 2 2 2 2 2 2 2 2 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 3 4 8 21 7 -6 11 22 24 15 13 -13 -14 16 -1 -17 -8 20 -2 25 26 -9 -11 29 -10 28 -21 -4
right_child=1 -3 5 -5 6 -7 18 23 9 10 -12 12 14 -15 -16 17 -18 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014757082826015074 0.011416480225580049 0.014007348952253489 0.015440954955805114 -0.020201684957290481 -0.029067851348265505 0.021314320841470055 0.024541564470868169 -0.0066109364231600387 -0.0035306475212131907 0.0063201022328479078 0.017101915114124684 0.0071583039722867793 0.017930073583836248 0.029769670246201752 -0.0085230458301501343 0.0011234968972820697 -0.030442515482596029 -0.002875131844138509 -0.0047144352950534638 -0.039797035954233735 -0.024197852965235113 0.019476302958928941 0.0063081898962326771 0.02684806335838923 -0.016645278761218612 -0.016456346565969966 -0.022813817387020929 -0.0045925874966289372 -0.012164645395117576 -0.011150398109675079
leaf_weight=1602.4992357939482 5.1248975396156364 4.4510708898305884 6.0157005339860969 7.3346795737743369 3.6452555805444717 11.964029505848883 11.774771079421042 3.6236326247453707 6.5082803815603318 6.6042545437812832 7.0895759463310233 25.86189216375351 5.687684133648875 9.3591258376836759 24.124175131320953 1052.2905063033104 6.5196348577737799 287.60131202638149 3.6670920401811591 7.2055411338806135 3.595199778676033 6.0556507706642142 4.5128433853387824 3.9358010590076447 8.4146503508090955 6.4673333466053 18.385316416621208 3.4973300248384467 3.7257643640041351 3.6558615863323212
leaf_count=6565 22 19 25 30 15 52 50 15 27 27 29 106 23 38 99 4328 27 1195 16 30 15 25 19 17 35 27 77 15 16 15
internal_value=-0.000675524 -0.0113948 -0.000581083 -0.000690343 -0.000644021 0.00933037 0.00928231 -0.00216614 -0.000730333 -0.00759002 0.00103768 -0.00061306 0.00554048 0.0131706 -0.0034729 -0.000748789 -0.00159318 0.000265167 0.0175912 -0.0162827 -0.00326509 0.00286568 -0.0140776 0.0108073 -0.00654428 -0.00336682 -0.0177756 -0.0241438 -0.0303907 0.00538377
internal_weight=3161.2 27.5998 3133.6 3099.44 3092.11 34.1586 26.6466 11.2047 3065.46 51.5149 22.1085 3013.94 65.0329 35.221 29.8119 2948.91 1609.02 1339.89 15.4419 23.1487 8.7201 22.1945 29.4064 7.55943 15.0189 16.1389 24.8936 14.4286 10.9313 9.67156
internal_count=12999 117 12882 12738 12708 144 113 47 12595 214 91 12381 266 144 122 12115 6592 5523 66 98 37 92 123 32 62 67 104 61 46 40
is_linear=0
shrinkage=0.0193364
Tree=126
num_leaves=30
num_cat=0
split_feature=0 0 85 12 96 102 141 104 52 86 48 3 103 103 13 119 90 46 91 56 9 3 12 146 98 137 98 141 3
split_gain=9.76067 7.84065 7.50464 8.55169 7.3036 14.6803 10.6376 10.154 9.86019 10.4407 8.16402 8.0375 7.19168 10.7794 10.012 7.04689 6.20021 9.51934 5.87154 5.55184 5.21744 5.58207 5.18848 9.4182 4.62666 4.37235 3.25056 1.63555 0.615528
threshold=1799.7851983138164 1780.3174654485902 0.5947058823529412 0.55000000000000016 3.5000000000000004 2.3920000000000003 1.7930000000000004 1.8335000000000001 4.3050000000000006 3.2738636363636369 4.3600000000000003 1645.0228319647044 0.16750000000000004 0.46950000000000003 0.29166666666666669 1.5500000000000003 -0.37749999999999989 3.6650000000000005 0.17541666666666664 1.8350000000000002 0.65476190476190488 1687.2542790071609 0.22500000000000003 0.00045000000000000004 0.6132478632478634 3.8500000000000001 0.62828947368421062 1.4355000000000002 1583.75911092101
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 22 5 6 7 10 9 12 -1 18 14 -14 -6 26 17 -11 -8 -3 -2 28 23 -4 -24 -18 -10 -23 -22
right_child=20 19 3 -5 8 -7 11 -9 15 16 -12 -13 13 -15 -16 -17 25 -19 -20 -21 21 27 24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0016620650492147804 -0.0028728037820275241 -0.029716833725044238 0.008440465366715293 0.013760684288773408 -0.015947861553347046 -0.031510726589109507 0.0059367853979112924 0.02168147667127911 -0.038822513315340972 -0.019148973819488432 -0.028716560894053896 -0.018468072365696708 0.0061419090349020067 -0.00010604372325047198 0.0030817934574305633 0.0047264413044921464 0.025997123527527057 0.013725803273848026 0.022803696806873924 -0.0024412211716692798 0.021351571193703501 -0.0044198978541788734 -0.0090402638073327976 -0.026519618264881868 -0.034702111408173537 0.0086458099634435931 -0.015087763848600336 0.013889835126948113 0.031646859979401157
leaf_weight=1634.1198405325413 6.4427413344383266 5.9357483834028226 6.7107286453247106 4.4433876425027838 23.768749177455902 6.0510015338659278 43.234487310051918 6.9515706896781913 4.1003743261098844 7.2370571047067624 4.1776591986417762 4.3216269463300696 113.41485592722893 1150.828057423234 18.282720863819122 3.986954763531684 6.0526215136051169 6.0361222624778748 9.3956291526555997 5.2718717455863953 3.6860446184873599 3.556934878230094 4.2437135577201843 5.0419267416000366 6.9317298978567123 52.960171028971672 4.5859066247940063 3.7314721345901489 5.5922814309597015
leaf_count=6694 27 24 29 19 97 25 180 29 17 31 17 18 461 4727 75 17 28 27 39 23 16 15 18 21 29 237 19 16 24
internal_value=-0.00066248 -0.000754508 -0.000696615 -0.0107765 -0.000607572 -0.00145466 -0.00134772 -0.00163215 0.000432487 0.000588621 -0.00173115 0.00686773 0.000192723 0.000454434 -0.00767359 -0.0165429 0.00774191 -0.00419535 0.00895022 -0.0168963 0.0118844 0.0176258 -0.0155354 -0.00655679 -0.024968 0.0104278 -0.0263091 0.00494953 0.0275722
internal_weight=3161.09 3138.08 3126.88 27.3715 3099.51 1708.25 1702.2 1645.25 1391.25 1378.58 1638.3 56.9517 1306.29 1264.24 42.0515 12.6732 72.286 13.2732 52.6301 11.2076 23.0095 16.5667 22.9281 11.7527 11.1754 59.0128 8.68628 7.28841 9.27833
internal_count=12999 12901 12854 116 12738 7002 6977 6740 5736 5683 6711 237 5360 5188 172 53 323 58 219 47 98 71 97 50 47 265 36 31 40
is_linear=0
shrinkage=0.0193364
Tree=127
num_leaves=31
num_cat=0
split_feature=0 0 93 50 126 134 103 6 3 37 54 85 48 48 29 26 41 9 124 28 135 111 145 37 135 145 114 38 134 21
split_gain=9.41152 7.53755 8.49786 11.6221 9.49411 8.50679 8.27781 8.32605 9.74835 8.17177 7.45219 7.12453 7.08885 8.99985 7.00931 7.56989 6.7029 6.65945 6.55136 5.57969 5.40414 5.18193 5.14689 12.3302 6.18693 5.38099 7.86687 6.11077 4.69867 4.48292
threshold=1799.7851983138164 1780.3174654485902 22.050000000000004 2.0350000000000006 0.38750000000000007 0.58900000000000008 1.6975000000000002 1509.6845801686975 1560.0847826296538 0.57822382822342377 1.8450000000000004 0.91500000000000015 4.3600000000000003 3.4350000000000005 4.9500000000000011 0.61316666666666675 2.0450000000000004 1.1083333333333336 1.7750000000000001 4.1833333333333345 0.29450000000000004 13.050000000000002 0.94645000000000012 0.53997147567241133 -0.21099999999999999 0.8851500000000001 1.3165000000000002 0.14240112643333183 0.38900000000000007 0.81666666666666676
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 22 7 8 -7 -1 11 12 13 -6 15 28 -9 18 -12 29 21 -3 25 24 -24 27 -27 -4 -2 -19
right_child=14 20 3 -5 10 6 -8 16 -10 -11 17 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.021569598840296526 0.022317166739907714 -0.023446492454387107 -0.020436996866002102 -0.023893901334915171 -0.0011765010198257742 -0.012412906901602365 0.015713273400045882 -0.034691534969674899 0.0088677886263905693 0.005783951326912019 -0.028605120713894525 -0.01684144916430249 -0.027035862776563727 0.019117150290873828 0.026070232323498872 -0.017298380875435945 -0.0092309297385232154 0.0041868833066624244 0.006680787020557276 0.027894224861304395 -0.03508322491159787 0.0090103558750904561 0.020503635455337708 -0.030923123557886224 -0.0054647218724227283 0.017359303999912909 -0.0068757105869294089 0.0024797198697979806 -0.0050892765224844561 0.025817206253739185
leaf_weight=15.166840791702272 6.7551065385341662 3.586733937263487 4.3844084590673438 6.7423133850097647 2418.8151177763939 17.638102069497108 6.0141562819480887 6.5971211642026892 14.795126572251318 5.582224339246749 3.6230984777212134 10.864172816276549 3.9456202983856192 8.1945854723453504 8.1603571325540525 4.4592338055372229 9.3589318096637708 28.180344507098198 4.293707937002182 5.5719404220581046 3.8598987907171249 3.7651323080062866 4.7076018601656004 5.8221636563539496 12.610208541154861 19.773793920874599 6.7004207968711844 503.25052723288536 3.5708977282047272 4.1029871851205817
leaf_count=63 28 15 18 28 9908 73 26 27 61 23 15 46 16 35 36 19 39 122 18 24 16 16 20 24 53 82 28 2087 15 18
internal_value=-0.000649691 -0.000739937 -0.000683161 0.00134702 -0.00118369 0.00162548 -0.00567223 -0.00833219 -0.00270379 -0.0142084 -0.00107501 -0.00121994 -0.00115008 -0.00110793 0.011688 0.0037422 -0.0197664 0.00665458 -0.00946702 0.0100281 -0.0165637 -0.00682117 0.00233806 -0.00658867 0.00159431 0.00272494 0.0112236 0.00228155 0.0128362 0.0069401
internal_weight=3160.89 3137.95 3126.74 618.395 2508.34 611.653 54.4034 48.3893 32.4332 20.7491 2487.59 2441.82 2430.96 2427.01 22.9456 14.7852 15.9561 45.7721 7.91681 37.8553 11.2118 7.35187 557.249 23.14 17.3178 534.109 26.4742 507.635 10.326 32.2833
internal_count=12999 12901 12854 2566 10288 2538 226 200 134 86 10202 10005 9959 9943 98 62 66 197 33 164 47 31 2312 97 73 2215 110 2105 43 140
is_linear=0
shrinkage=0.0193364
Tree=128
num_leaves=31
num_cat=0
split_feature=93 50 126 36 121 1 123 115 50 77 119 23 137 55 145 137 102 3 131 35 56 56 7 145 40 125 40 40 6 1
split_gain=8.6486 10.095 9.16612 10.7289 8.62546 7.85891 6.3353 5.90709 6.34111 6.02108 9.09242 5.85739 12.9294 9.22477 11.1237 8.32293 12.0964 9.51027 8.00823 8.13265 7.54849 7.01636 6.82935 7.1881 6.79784 5.95209 5.47169 10.0834 9.92292 10.0911
threshold=22.050000000000004 1.905 0.38750000000000007 4.2650000000000006 1.4720000000000002 1343.0987117737607 2.0800000000000005 5.2500000000000009 2.0350000000000006 1.1083333333333336 2.7750000000000004 3.5500000000000003 15.65 1.3550000000000002 0.71705000000000008 15.250000000000002 1.4585000000000001 1642.0973886079998 1.4365000000000003 3.7850000000000006 2.9650000000000003 2.1650000000000005 47.318310655148714 0.18665000000000001 2.1450000000000005 2.7750000000000004 2.7150000000000003 2.4750000000000005 1508.0857402404745 1528.1055668534884
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -5 26 8 11 -10 -11 15 13 25 -15 22 20 -18 21 -20 -17 -14 24 -24 -4 -13 27 -2 29 -29
right_child=1 4 7 5 -6 -7 -8 -9 9 10 -12 12 18 14 -16 16 17 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.026036173370369606 0.0014744727455060318 -0.025620771504751373 -0.0038934762876893115 -0.01879282935517557 0.010143265721828281 0.017875805752414976 0.015005066737822511 -0.017019578115693369 -0.010233435749186309 0.019559381269027953 -0.0055041748929623479 0.0070944108641630005 -0.0093907954615994257 -0.0017478445059525335 0.0093227003318656684 0.00041136820249794583 0.016284837354824642 -0.015845432368421886 -0.0045211383796630771 0.020270690840458599 -0.025880577913927259 -0.036256997196823584 -0.0097062122601676189 0.011391437693011167 -0.0013254379100902935 0.027908028818314723 0.0050384050349329412 -0.0037642068682790532 -0.015237316426192336 0.030251876690020944
leaf_weight=11.81164062023163 438.97806152701378 9.1387032270431501 583.12379445135593 3.8368800133466703 3.4769121408462516 5.066342756152153 13.112477570772169 8.6187383681535703 5.6976413875818279 17.394832536578182 7.8492529839277259 77.225217819213867 33.448497891426086 149.48964340984821 43.897254765033722 325.74077221751213 28.688941210508347 3.9097901582717887 20.304039001464847 6.5366114675998679 4.1310341656208029 4.0770452320575705 7.8346407115459433 26.264460265636444 1136.9549209177494 5.5025561898946753 124.91832499206066 21.373596534132961 28.43004022538662 3.8438489884138098
leaf_count=49 1819 38 2385 16 15 21 57 36 24 75 34 333 137 613 181 1330 118 16 85 28 18 18 32 107 4646 24 521 88 119 16
internal_value=-0.000637148 0.00136376 -0.00114846 -0.013957 -0.01576 0.00206643 0.00170647 -0.00104215 -0.000986758 0.0077115 0.0117646 -0.00109632 0.0012575 0.00307692 0.000764946 -0.00147498 0.00119232 0.0124284 -0.0065463 0.00151656 8.16761e-05 -0.0123143 -0.00202616 0.00654203 -0.00219606 0.00848058 0.00142393 0.000507255 -0.00740577 0.00142241
internal_weight=3160.68 643.272 2517.4 20.7149 12.6156 8.90322 630.656 2496.69 2488.07 30.9417 25.2441 2457.13 340.481 276.115 193.387 2116.65 362.471 32.5987 64.3662 26.8407 329.872 37.5255 1754.18 34.0991 1720.08 82.7278 617.544 492.626 53.6475 25.2174
internal_count=12999 2673 10326 86 53 37 2620 10240 10204 133 109 10071 1419 1151 794 8652 1482 134 268 113 1348 155 7170 139 7031 357 2563 2042 223 104
is_linear=0
shrinkage=0.0193364
Tree=129
num_leaves=31
num_cat=0
split_feature=0 36 93 134 0 126 36 103 6 30 86 3 123 2 104 124 86 144 151 134 46 29 126 148 141 144 41 137 132 97
split_gain=9.05929 7.75763 7.1227 8.78304 9.61106 8.49432 10.957 8.43513 8.56002 8.76505 8.20049 7.37309 6.90341 6.81529 13.8683 11.5568 10.6962 9.56684 9.45197 8.44864 7.78284 6.78955 6.72392 6.6343 6.59114 6.0155 5.60741 6.41876 5.01297 4.60084
threshold=1799.7851983138164 17.700000000000003 22.050000000000004 0.55300000000000016 1762.968314978488 0.38750000000000007 4.2650000000000006 1.6975000000000002 1509.6845801686975 0.2466642946095001 3.4558441558441566 1560.0847826296538 2.0800000000000005 -129.17192959044641 1.1955000000000002 2.3665000000000007 3.3618181818181827 0.0074500000000000009 0.97700000000000009 -0.23099999999999998 6.9150000000000009 4.9500000000000011 2.2110000000000007 0.20784537514886858 1.4355000000000002 0.0044500000000000008 2.0450000000000004 7.8500000000000005 1.3875000000000002 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 6 -1 8 9 11 12 -5 25 14 16 20 19 18 -17 -7 23 -2 -19 -15 -12 -4 -10 -28 -6 -14
right_child=21 -3 3 7 28 13 -8 -9 26 -11 24 -13 29 15 -16 17 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.025605197813836019 0.00369361884905823 -0.022833584035798139 0.0021831892605110961 -0.015498475425309154 -0.0038443204672984899 0.0026660833722773653 0.0037637627184071831 0.014385754631598097 -0.033934115884820072 0.021892581281033927 0.018874274914423984 0.0038609098614075608 0.026053254853566788 -0.0035191947046729938 -0.027268989425627489 -0.0097494541335972768 -0.018548260295148243 0.005537579262419194 0.0063268343300413648 -0.0038115196342915318 0.024358918354632598 0.025725972528489995 -0.023710152600298812 -0.00055436260588728715 -0.010959648100205131 -0.0046810070853892096 0.0015831992087707652 -0.030383883710636512 -0.029694777007694576 -0.00049223796539726947
leaf_weight=11.778591006994249 14.775091901421549 5.9131509512662879 470.36718992888927 16.769407480955127 6.1031262278556806 101.32186277210712 7.9516179114580146 6.6879251301288596 6.6173685491085079 4.5124649405479422 17.54829162359238 13.09253905713558 7.1885059177875501 346.36549374461174 8.8188131004571897 14.880916282534598 15.44610348343849 4.7572355568408948 167.90475282073021 292.86031132936478 4.4953299164772025 8.0980615764856321 7.6703860759735107 1523.3764653205872 3.2826177924871436 53.119704782962799 6.004526883363722 3.8502545207738876 5.1965380609035492 3.6898017078638077
leaf_count=49 62 25 1942 69 25 415 33 29 27 19 82 54 31 1441 36 62 65 20 706 1197 19 36 32 6210 15 219 25 16 22 16
internal_value=-0.000624842 -0.000713256 -0.000671446 0.00117709 0.00190824 -0.00113148 -0.0137679 -0.00602074 -0.00870667 -0.00321204 0.00226767 -0.00700951 0.00180353 -0.00103123 -0.00328189 -0.000576109 -0.00276512 0.00390117 0.00501759 -0.00214636 -0.00104248 0.0114991 -0.0125119 -0.00110362 0.0141694 0.00148654 -0.0201667 -0.0109078 -0.0157427 0.0170475
internal_weight=3160.44 3137.57 3131.66 624.03 566.496 2507.63 19.7302 57.5345 50.8466 34.3744 555.196 29.8619 534.365 2487.9 418.447 2069.45 409.628 195.213 182.786 394.182 1874.24 22.8732 12.4276 1869.74 20.8309 523.487 16.4721 9.85478 11.2997 10.8783
internal_count=12999 12901 12876 2591 2352 10285 82 239 210 142 2305 123 2208 10203 1713 8490 1677 820 768 1612 7670 98 52 7651 97 2161 68 41 47 47
is_linear=0
shrinkage=0.0193364
Tree=130
num_leaves=31
num_cat=0
split_feature=42 112 4 51 122 48 31 28 125 141 26 149 34 37 146 91 48 52 89 104 135 79 126 41 19 119 4 50 27 9
split_gain=8.1117 10.3502 9.88857 10.2021 9.78599 9.38863 9.08518 12.2575 8.10108 7.53441 7.38449 8.77085 11.1814 11.7316 10.5492 10.2009 8.69767 11.083 8.70537 8.48656 10.2147 8.0625 9.42149 8.23706 8.00245 11.0861 10.485 7.97663 7.74627 7.45767
threshold=4.955000000000001 0.86350000000000005 1400.6633685390323 1.2250000000000003 1.2425000000000004 2.5950000000000002 0.24596669268800417 2.5277777777777781 2.1000000000000005 0.30250000000000005 0.43414285714285722 0.48150423393478953 1.9950000000000003 0.40963514220760305 0.0022500000000000007 -0.21124999999999991 1.905 2.9550000000000005 0.79000000000000015 0.90150000000000008 -1.0000000180025095e-35 3.0762146935018841 2.5855000000000006 1.8950000000000002 1.5000000000000002 0.90000000000000013 1620.7478446976941 2.0150000000000001 0.45316666666666666 2.7238095238095243
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 5 -5 -2 -4 9 -7 -8 11 -1 14 16 15 19 21 -18 -19 20 -13 22 -14 -23 25 28 27 -27 -12 -28
right_child=1 -3 6 4 -6 8 7 -9 -10 -11 24 12 13 -15 -16 -17 17 18 -20 -21 -22 23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.011875249027813759 0.010917928075207349 0.018073880250190393 -0.002856083147943013 0.0076687534252127014 -0.024631369384744254 0.0065332200683888139 -0.0074807516192116879 -0.016418575296141449 -0.031794750002594817 0.021273521946486507 0.0063506517920162231 0.003498412967854372 -0.00053136766152819381 -0.026894021327960264 -0.014052731972823453 0.0088513666384822144 -0.025833270748104469 -0.00019377071617822188 -0.027644452692922993 0.020766291431471757 -0.027418309613105821 0.0066619308942053642 0.029169978038558947 -0.028619601523885579 -0.00059124001658236052 0.0018069934255785824 0.011253783243330512 0.017182047724025006 -0.0033934451046141911 -0.011890096304802358
leaf_weight=32.790987953543663 47.289257511496544 8.9914321899414045 341.93541796505451 6.1547485888004294 8.1390992254018766 4.4005983471870405 8.2202882468700391 42.37885095179081 3.8715573698282242 5.8123044073581687 35.60349103808403 7.6105449795723006 140.89831906557083 8.0324757695198041 11.25349649786949 77.764702901244164 12.724220037460325 27.306907877326012 5.1283545196056357 3.4321545213460913 8.4008142203092575 3.7176046073436719 4.1059552282094947 7.3743143677711487 1060.0843219310045 956.10232955217361 69.335179686546326 12.782409280538557 212.7478084564209 5.6232534646987906
leaf_count=136 193 37 1396 25 33 18 34 174 16 24 146 31 570 33 46 317 52 113 21 15 34 15 17 30 4373 3944 286 56 872 24
internal_value=-0.000146606 -0.00247083 -0.00286562 0.00384438 -0.0107214 0.00759297 -0.00404245 -0.011232 -0.0114051 0.00442811 0.000263728 -0.00235442 -0.00137161 -0.00398294 0.00366673 0.00571902 -0.0030678 -0.010541 -0.00453817 -0.00680556 -0.0127223 -0.000905235 0.00031002 -0.0167917 0.000653913 0.00167544 0.00254907 0.00200995 -0.00199626 0.0095164
internal_weight=3180.01 477.194 468.202 69.8553 14.2938 55.5614 398.347 56.4114 8.27216 14.0326 2702.82 350.541 317.75 209.288 108.462 97.2082 201.256 45.1595 32.4353 19.4435 16.0114 156.096 145.004 11.0919 2352.28 1292.19 1043.84 968.885 248.351 74.9584
internal_count=13081 1950 1913 285 58 227 1628 232 34 58 11131 1430 1294 851 443 397 818 186 134 80 65 632 587 45 9701 5328 4310 4000 1018 310
is_linear=0
shrinkage=0.0193364
Tree=131
num_leaves=31
num_cat=0
split_feature=131 86 91 137 27 111 9 141 37 54 127 5 31 113 39 7 4 42 102 102 30 28 102 41 97 26 26 53 125 147
split_gain=13.0903 10.2539 13.3678 11.62 13.1527 15.6531 12.1277 12.2117 10.1308 9.54286 9.32956 9.5611 8.25817 8.13392 7.93263 7.43405 9.29766 7.39406 10.8563 9.97775 15.2423 12.0122 10.1061 11.041 10.5742 9.63343 11.8657 11.5934 11.2941 8.49868
threshold=1.0500000000000003 2.8804761904761906 0.29791666666666666 17.150000000000002 0.58154761904761909 21.750000000000004 1.6547619047619049 -0.47849999999999993 0.69491548127902447 1.675 2.9500000000000006 1512.1541501915983 0.45830115830115831 0.47750000000000009 0.17293493035256699 -15.375505631958388 1492.5806493884545 5.2550000000000008 1.7775000000000001 1.0215000000000003 0.551981471950592 0.89444444444444449 1.1195000000000002 1.7050000000000003 1.0000000180025095e-35 0.42950000000000005 0.50788888888888895 3.3450000000000002 0.70850000000000013 0.43873633682589819
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 5 6 8 -8 -5 17 -11 12 -12 -6 -3 -16 -17 19 -19 20 25 -21 23 -23 -24 29 28 -28 -27 -2
right_child=9 2 -4 4 13 -7 7 -9 -10 10 11 -13 -14 -15 15 16 -18 18 -20 21 -22 22 24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0031159417949523996 -0.0095891509453875142 -0.0043463544606295521 -0.017788435579042045 0.0066627841786904554 -0.028519638050714485 0.032305670298698699 0.011000410387221412 -0.020058435633750128 -0.016142717472220822 0.0093477247748732888 0.021722502355674949 -0.031971540086556699 -0.018131475446610444 0.006233422868515171 -0.0047882686748069135 0.0013688814520138185 0.011915067243421529 -0.0058874559993659387 0.012150764362418714 0.029321020122301932 -0.012567089734715479 0.028125624683187946 -0.024009755681277244 0.0063615437380597859 0.0019544370944216071 -0.0044969082124080226 -0.0033219879695058677 0.022581699202026972 0.0032650653038094599 -0.00025400060827899715
leaf_weight=969.79237359762192 63.815503761172295 36.809152066707611 11.492753282189367 109.91167125105858 7.826063856482504 6.9999742954969397 6.8497662544250515 15.289147332310675 7.7953465133905402 80.35576805472374 4.3363550156354886 4.3048551976680756 3.5168573558330536 3.7069314271211624 21.711762636899948 54.255046501755714 73.76995088160038 113.27925446629524 14.013920813798903 6.463410720229148 35.511972680687904 9.8310297429561597 5.9424617439508429 76.751685500144958 427.32578636705875 79.354233741760254 237.00106225907803 6.6370466500520697 599.88246543705463 85.094267979264259
leaf_count=3957 259 151 48 447 32 29 28 62 32 348 19 18 15 15 91 227 316 461 58 28 148 40 24 316 1784 323 972 27 2460 346
internal_value=-0.000143774 -0.00161049 0.00244749 -0.00232287 0.00253293 0.00409496 0.00268171 -0.0104463 0.00515157 0.000905703 0.00695892 -0.00882321 0.00386838 -0.0173465 0.00369478 0.00567189 0.00744631 0.000587639 -0.00390091 0.000937431 -0.000104381 0.00312935 0.0028034 0.0088344 0.00159801 0.000308546 0.00104497 -0.0026158 0.00235815 -0.00425507
internal_weight=3179.63 1326.21 198.039 1128.17 158.379 146.846 139.846 22.1389 117.707 1853.42 92.5138 12.1581 7.85321 11.533 186.546 149.737 128.025 1760.9 127.293 1633.61 1107.3 526.314 519.851 86.5827 433.268 1071.78 922.875 243.638 679.237 148.91
internal_count=13081 5435 833 4602 645 598 569 90 479 7646 400 52 34 47 785 634 543 7246 519 6727 4535 2192 2164 356 1808 4387 3782 999 2783 605
is_linear=0
shrinkage=0.0193364
Tree=132
num_leaves=31
num_cat=0
split_feature=131 86 137 44 119 27 136 94 147 54 85 103 7 39 103 94 28 39 103 136 143 90 142 147 19 131 39 41 28 147
split_gain=12.5911 9.86315 11.1751 13.1895 13.7831 11.7374 9.74706 11.6312 11.6973 9.52534 9.14157 9.13326 8.9477 10.773 10.5477 8.90079 11.142 9.06306 9.02787 8.94593 10.1774 9.39132 8.84505 11.0322 10.9189 12.5426 8.88113 8.79249 9.80562 8.61369
threshold=1.0500000000000003 2.8804761904761906 17.150000000000002 4.8050000000000006 1.3665 0.57414285714285718 2.8500000000000001 16.050000000000004 0.43032683582591164 1.675 0.56333333333333335 1.6395000000000002 -15.375505631958388 0.17293493035256699 0.9235000000000001 16.050000000000004 0.89444444444444449 0.39712314583238512 2.6925000000000003 8.7500000000000018 -0.20699999999999999 0.06708333333333337 0.43100000000000005 0.51287951491886241 1.5000000000000002 0.38750000000000007 0.091096374970579361 1.9550000000000003 2.4142857142857146 0.45136847331266761
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 5 -5 11 7 -2 -9 15 22 29 14 -14 -3 -8 -17 18 -18 20 -19 -21 23 24 25 -1 -24 28 -28 -4
right_child=6 12 3 4 -6 -7 9 8 -10 -11 -12 -13 13 -15 -16 16 17 19 -20 21 -22 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.019428278961869556 0.022892203450504404 0.0072229415546724374 -0.0053519812356367233 0.012824271699119523 -0.0039254487993079781 -0.031772274693489568 -0.00097762188167773117 -0.020361102061468062 0.013937241638647407 0.006762964548118114 -0.025204921343240844 -0.031110680847689781 -0.0052320501158270062 0.0065714404719489361 -0.017653515253034612 0.028700837938753377 0.0031475339572953876 -0.01473343936009593 -0.027982040446431388 0.0012621155381428422 -0.0019464045309722786 0.021367166761064017 0.018338321099717676 -0.019682886501971447 -0.0081458774430557181 -0.0013544184519510907 0.012607442586507405 -0.0042942112611940768 -9.1778637439262711e-05 0.0092498459434926222
leaf_weight=14.989951118826864 16.307048946619037 10.419710487127306 39.222655266523361 59.105373159050941 26.643177732825279 5.1280804425477973 882.55034755170345 6.4532176554203025 8.7602454125881177 92.102662742137909 6.9143818467855445 3.6633433401584616 36.83782035112381 134.25545068085194 16.389518171548843 5.7134535759687415 576.93713454902172 28.126368165016174 3.5005247592926017 88.002416908740997 134.87385548651218 9.635776221752165 8.8541935235261899 17.428360283374786 165.18225920200348 338.0086989402771 25.605438157916069 190.4263319671154 202.40689180791378 24.560214221477509
leaf_count=62 67 43 160 240 108 21 3607 27 37 399 29 15 151 570 69 25 2395 116 15 362 556 40 36 72 672 1376 104 786 820 101
internal_value=-0.000140989 -0.00157952 -0.00227801 0.00248489 0.00761938 -0.00358105 0.000888444 0.0115487 -0.000609436 0.000703915 -0.00305561 -0.00143527 0.00240194 0.0040297 -0.00798345 0.000381174 0.00179741 0.00161447 0.00295954 -0.00138077 -0.00415345 0.00324749 -0.00289642 -0.00455171 -0.00404256 -0.00212225 -0.000821375 -0.00122707 0.00133428 0.00027001
internal_weight=3179 1326.04 1128.14 158.323 85.7486 72.5743 1852.96 31.5205 15.2135 1821.44 969.817 67.4462 197.902 171.093 26.8092 1729.34 846.79 841.076 580.438 260.638 163 97.6382 962.902 535.609 518.181 352.999 427.293 418.439 228.012 63.7829
internal_count=13081 5435 4602 645 348 297 7646 131 64 7515 3957 276 833 721 112 7116 3509 3484 2410 1074 672 402 3928 2182 2110 1438 1746 1710 924 261
is_linear=0
shrinkage=0.0193364
Tree=133
num_leaves=31
num_cat=0
split_feature=131 85 86 136 94 54 127 38 94 28 39 136 125 90 3 34 3 36 123 143 132 138 23 39 1 125 47 78 136 143
split_gain=12.1107 9.59995 11.9109 9.38659 11.223 9.17704 8.91997 9.50945 8.56196 10.7992 8.71954 8.6016 10.0848 9.05976 8.36591 10.4331 9.07319 12.2472 11.4432 8.99547 10.9943 9.08132 8.99159 8.57839 10.3962 8.2334 10.4421 8.87911 8.05177 8.00843
threshold=1.0500000000000003 0.48588235294117649 2.8804761904761906 2.8500000000000001 16.050000000000004 1.675 2.9500000000000006 0.21018215700274367 16.050000000000004 0.89444444444444449 0.39712314583238512 8.7500000000000018 1.7750000000000001 0.06708333333333337 1474.5099370133746 1.6150000000000004 1488.8678884261708 1.9550000000000003 1.1025000000000003 0.86900000000000011 0.64600000000000013 6.5000000000000009 1.0000000180025095e-35 0.24423613681036668 1449.9027247998017 0.90000000000000013 1.8350000000000002 0.96666666666666667 4.0500000000000007 -1.5914999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 8 7 -7 29 -10 25 12 -12 -13 15 -1 17 18 -16 21 -21 28 -17 -24 -25 26 -11 -27 -18 -5
right_child=3 -3 -4 5 -6 6 -8 -9 9 10 11 13 -14 -15 16 22 19 -19 -20 20 -22 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0053587409224701704 0.022500532683356729 -0.014962753064525675 0.0031837425156392846 0.0078015753114116229 -0.00059713421656875244 0.014873947812630704 -0.0087912374517929125 0.001416971516885268 0.028340311102956716 0.0036101140122973248 -0.0020076282064185021 0.0012378487799097654 -0.015278247235645996 0.021007229526712218 0.024226154338460513 -0.019690363662180327 0.007054393397161564 -0.015578564148632196 -0.012217962378492261 0.014329118830755896 -0.010878780264628398 -0.003671843985683312 0.019155671119258703 -0.010537078069590592 0.0058202836034554868 -0.0058411982067334278 0.016058088987968271 0.0026873130095646986 -0.00078327870118137912 -0.0013459793319735569
leaf_weight=59.403820753097534 16.270517244935039 19.650606632232666 186.02042554318905 37.360848799347878 15.214167505502699 44.923119023442268 12.145829647779463 34.892697989940643 5.6746765971183768 81.397989064455032 137.71316553652287 87.992782488465309 25.352548629045486 9.6116584539413434 6.4295154064893705 5.618183657526969 58.680278822779655 41.936021000146866 6.4472780972719193 7.1027681082487097 72.011764168739319 427.6779852360487 14.814962431788443 16.827166378498077 106.1045565456152 51.338676556944847 36.501217603683472 410.96929176151752 297.19474670290947 845.23407785594463
leaf_count=241 67 82 784 153 64 198 52 149 25 339 567 362 105 40 26 23 240 171 26 29 294 1745 60 68 432 212 147 1712 1214 3454
internal_value=-0.000138263 -0.00154912 -0.00134725 0.000871472 0.0113388 0.000690455 0.00664247 0.00899199 0.000373865 0.00176319 0.00158365 -0.00135386 -0.00407147 0.00318588 -0.00209969 0.00145457 -0.00288526 -0.0105137 0.00597674 -0.00240045 -0.00861447 -0.00177293 0.00427811 0.00525656 0.0035806 0.00290348 0.00746477 0.00174009 0.000508993 -0.000958669
internal_weight=3178.51 1325.92 1306.27 1852.59 31.4847 1821.11 91.9616 79.8158 1729.15 846.552 840.877 260.67 163.066 97.6044 1120.25 202.769 917.48 54.8128 12.8768 862.668 79.1145 783.553 143.365 137.747 122.932 580.207 117.899 462.308 355.875 882.595
internal_count=13081 5435 5353 7646 131 7515 399 347 7116 3509 3484 1074 672 402 4569 824 3745 223 52 3522 323 3199 583 560 500 2410 486 1924 1454 3607
is_linear=0
shrinkage=0.0193364
Tree=134
num_leaves=31
num_cat=0
split_feature=131 145 28 89 128 40 136 147 42 41 4 93 109 30 39 146 40 121 123 28 91 28 145 0 5 50 22 102 48 125
split_gain=11.679 8.37262 9.53946 9.02599 8.8099 7.81326 7.02152 13.5977 6.5691 9.75446 8.81726 8.71186 13.128 12.8626 8.16884 7.90629 8.11856 7.78656 6.61784 7.47694 6.47038 6.3216 6.2147 5.98228 5.87782 6.33904 12.9275 8.82871 6.93976 11.2016
threshold=1.2930000000000004 0.93785000000000007 4.354166666666667 0.65000000000000013 0.3665000000000001 2.3950000000000005 2.8500000000000001 0.43032683582591164 5.8350000000000009 2.5250000000000004 1596.7810633160386 11.400000000000002 2.5000000000000004 0.551981471950592 0.672172232790753 0.0049500000000000004 9.2250000000000032 0.84500000000000008 1.1290000000000002 1.8819444444444446 0.15791666666666662 3.6458333333333335 0.97130000000000016 1492.2338697720527 1564.7210190518761 1.6050000000000002 0.33166666666666672 2.7775000000000003 2.7550000000000003 1.2915000000000003
decision_type=2 2 2 2 2 2 2 2 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 6 3 20 5 23 7 -2 9 11 18 12 13 -8 17 16 -11 -13 -10 -20 22 -14 -3 -4 25 27 28 -1 -27 -30
right_child=1 2 4 -5 -6 -7 8 -9 10 15 -12 14 21 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00083700680206776133 -0.0095442664446841012 0.028017188577153931 0.010758092942076714 -0.0096574431544890031 -0.023994609668353799 0.021517190589569336 0.0002826668504827426 0.023806201598019158 -0.027066764091908124 0.012052705857835806 0.021603919841483667 -0.012493276268997731 -0.0063532629786862511 -0.013355164394588108 -0.015905684302201271 -0.019829149795581501 -0.010986592510704513 0.0025574665176928382 0.021237609198795162 -0.0075766186506933111 -0.0068118996564625212 -0.024824908813561544 0.011056480892340475 -0.015266949005021764 0.013777464607653609 -0.015554422020989897 0.014127212775736822 -0.018406296931593517 -0.020851843658351674 0.0015422135887207377
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leaf_count=7190 29 70 24 22 21 28 1573 55 24 250 17 54 66 116 38 15 26 2646 15 179 16 49 65 32 42 142 44 44 46 143
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internal_weight=3178.01 1312.2 66.8634 41.6045 25.2589 20.1064 1245.34 20.1549 1225.18 1167.7 57.4814 1100.5 438.968 410.639 661.529 67.2056 63.6428 652.139 53.3692 47.464 36.191 28.3289 32.4078 13.477 1865.81 1855.96 89.0252 1766.93 78.7195 45.1344
internal_count=13081 5430 278 173 105 84 5152 84 5068 4833 235 4542 1804 1689 2738 291 276 2700 218 194 151 115 135 56 7651 7609 375 7234 331 189
is_linear=0
shrinkage=0.0193364
Tree=135
num_leaves=31
num_cat=0
split_feature=98 9 56 103 134 23 103 109 111 46 46 11 36 51 110 79 56 86 96 122 89 10 9 122 115 48 119 134 109 92
split_gain=9.21952 8.57329 10.794 9.34134 10.5142 8.80482 11.9581 11.008 9.54548 8.69363 9.17668 9.08438 8.8481 8.48697 8.99145 9.71079 9.17243 8.44576 8.36273 8.26707 8.41946 8.56018 8.26603 8.28696 12.2323 10.1424 9.54632 9.41373 8.78267 8.52061
threshold=0.64852941176470602 2.183333333333334 1.635 0.48750000000000004 0.28750000000000003 3.4142857142857146 1.4255000000000002 1.5000000000000002 22.350000000000005 3.5850000000000004 3.8350000000000004 1.3785714285714288 2.8650000000000007 1.3950000000000002 24.550000000000004 2.7221590667924036 1.4150000000000003 3.4641025641025647 5.5000000000000009 0.69600000000000006 0.51000000000000012 1.0333333333333337 0.099999999999999964 1.1940000000000002 1.5500000000000003 2.5950000000000002 1.5500000000000003 0.23100000000000004 4.5000000000000009 0.72791666666666677
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 5 -3 4 -4 6 -2 -7 -8 -9 -11 -12 -13 19 15 16 18 -5 -15 20 21 -1 -21 24 25 27 -25 -24 -26 -28
right_child=1 2 3 17 -6 7 8 9 -10 10 11 12 -14 14 -16 -17 -18 -19 -20 22 -22 -23 23 26 28 -27 29 -29 -30 -31
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leaf_weight=10.304049611091612 1046.2096647471189 61.619697585701942 41.284947529435158 75.775069281458855 11.320081636309622 155.72708694636822 141.7250534594059 42.566536113619804 8.7726373225450498 4.6228950619697597 8.1198173016309756 6.6133861243724805 6.1360924392938614 26.378953322768215 3.9319110959768286 4.1809465289115897 29.61008332669735 4.4835070967674246 3.6624814420938483 7.4522810876369467 8.5680471360683423 22.147308498620987 176.98375372588634 659.07779003679752 81.162667721509933 5.2671587318181983 468.64775536954403 48.738900408148766 3.5761063247919074 5.1536128968000403
leaf_count=42 4263 251 169 312 47 643 585 175 36 19 35 28 26 109 16 17 120 21 15 31 35 91 720 2725 331 22 1966 199 15 22
internal_value=0.000273056 -0.000751819 -0.00455933 -0.0014565 0.00487577 -0.000230478 -0.000888834 0.00328985 0.00420732 -0.00319667 -0.0121264 -0.00666007 -0.0168407 0.0013308 -0.0053621 -0.00711123 -0.00910883 -0.00560761 -0.00157879 0.00163379 -0.00692654 -0.0114285 0.001875 0.00177044 0.00454079 0.00684605 0.000998293 0.00746526 -0.00174254 0.00309179
internal_weight=3179.82 1614.98 194.483 132.864 52.605 1420.49 1196.71 223.786 150.498 68.0587 25.4922 20.8693 12.7495 1564.84 67.7644 63.8325 59.6515 80.2586 30.0414 1497.08 41.0194 32.4514 1456.06 1448.61 315.729 230.99 1132.88 225.723 84.7388 473.801
internal_count=13086 6610 800 549 216 5810 4884 926 621 283 108 89 54 6476 277 261 244 333 124 6199 168 133 6031 6000 1287 941 4713 919 346 1988
is_linear=0
shrinkage=0.0193364
Tree=136
num_leaves=31
num_cat=0
split_feature=98 77 146 131 2 2 3 36 122 4 51 44 6 122 77 36 99 28 108 36 102 84 1 3 55 41 1 1 133 55
split_gain=8.8681 8.24633 10.7583 10.5522 10.3211 9.68068 9.89668 8.57474 10.95 9.33967 8.16558 11.8592 8.91126 7.95365 7.96146 8.19069 9.09592 11.0259 11.7412 11.0671 8.83193 10.2998 8.58367 7.95153 7.9428 8.29008 12.1985 7.8736 7.7851 7.78068
threshold=0.64852941176470602 2.183333333333334 0.0030500000000000002 2.4145000000000003 156.6043405928099 106.2439414172194 1588.0733703228805 1.6150000000000004 0.89750000000000008 1457.6786552462374 1.3950000000000002 5.1550000000000011 1511.2845816336314 0.69600000000000006 0.099999999999999964 4.6650000000000009 0.68990384615384626 5.0500000000000007 3.5000000000000004 5.9850000000000012 1.7925000000000002 0.062083333333333303 1421.6391670324313 1444.8363019559285 2.1450000000000005 1.7350000000000001 1467.6823200405058 1498.5595640433778 2.1835000000000004 1.5950000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 4 24 5 6 7 9 -9 -3 13 12 23 28 -15 -16 20 19 -19 -18 22 -22 -17 -12 -2 26 -26 -25 -1 -8
right_child=1 2 -4 -5 -6 -7 29 8 -10 -11 11 -13 -14 14 15 16 17 18 -20 -21 21 -23 -24 27 25 -27 -28 -29 -30 -31
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leaf_weight=32.474481165409088 1370.1022611558437 7.5747536420822135 10.795245856046675 9.946004778146742 4.772695615887641 5.7734824120998374 7.595164477825163 13.190716192126272 98.934602722525597 41.340466797351837 4.6817089170217576 41.190168127417564 7.4983049929141989 7.4427779614925376 1174.8537555783987 52.461655080318451 17.828824177384377 31.172600463032722 12.519485160708426 18.143346890807152 22.789446979761127 5.5431350767612448 112.99142396450043 7.7319081127643567 6.4894164055585888 14.810535222291945 19.026289880275726 6.6267249584197998 8.5256598144769651 4.4714783430099487
leaf_count=133 5599 31 45 41 20 24 32 54 407 169 19 168 31 31 4877 215 73 127 52 74 95 23 464 32 27 63 80 27 35 18
internal_value=0.000267841 -0.000737323 -0.00447188 -0.000226019 -0.0033686 -0.0041178 -0.00329564 -0.00456154 -0.00161383 -0.0113167 0.00130539 -0.00526133 0.00481723 0.00160258 0.00183917 0.00173659 -0.00127738 -0.00677762 -0.0133046 0.0011492 0.000983569 0.0109585 -0.000724456 0.0118496 -0.000366035 -0.00882368 -0.00214117 0.00470694 -0.00679591 0.013591
internal_weight=3179.3 1614.82 194.449 1420.37 183.653 178.881 173.107 161.041 112.125 48.9152 1564.48 67.7288 26.5386 1496.75 1455.75 1448.3 273.45 79.6643 43.6921 35.9722 193.786 28.3326 165.453 19.0403 1410.43 40.3262 25.5157 14.3586 41.0001 12.0666
internal_count=13086 6610 800 5810 755 735 711 661 461 200 6476 277 109 6199 6031 6000 1123 326 179 147 797 118 679 78 5769 170 107 59 168 50
is_linear=0
shrinkage=0.0193364
Tree=137
num_leaves=31
num_cat=0
split_feature=23 149 95 126 114 110 99 36 42 0 29 94 23 11 28 46 77 91 92 54 136 27 117 3 134 55 106 134 103 94
split_gain=8.85127 8.85797 8.6233 13.3724 9.42104 13.6925 9.52844 8.87024 8.61722 8.54875 8.96762 8.53749 9.77502 8.55702 8.39685 8.86763 8.33521 8.29618 10.6674 9.83532 8.87561 10.7779 9.1985 8.96201 8.87715 11.6471 8.15073 8.1476 7.95358 7.79317
threshold=3.4142857142857146 0.4915268008449985 -9.7499999999999964 1.0500000000000003 0.77500000000000013 8.3500000000000032 0.6132478632478634 2.5450000000000004 1.9850000000000001 1659.5930954292755 2.7888888888888892 26.550000000000004 2.7083333333333335 0.96666666666666667 3.4722222222222228 3.9250000000000003 2.2583333333333337 -0.18749999999999992 0.16000000000000006 1.2350000000000001 3.1500000000000008 0.46211111111111119 0.87500000000000011 1509.4780353014069 -0.1055 1.5750000000000004 0.76350000000000018 0.49450000000000005 0.95550000000000013 29.550000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 7 6 29 14 -1 -7 10 -2 -4 -13 -14 -5 -16 -12 19 20 26 24 22 23 -22 25 -19 -3 -10 -24 -6
right_child=1 17 11 4 5 8 -8 -9 27 -11 16 12 13 -15 15 -17 -18 18 -20 -21 21 -23 28 -25 -26 -27 -28 -29 -30 -31
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leaf_weight=13.269434809684755 4.9193890392780295 13.835625573992731 2378.2345667332411 9.5440363287925738 63.986065790057182 13.765536099672316 13.204673558473585 10.59737506508827 36.281494215130806 3.6519850194454184 38.189873903989792 54.623094916343689 6.2820584177970877 8.7195515632629377 9.1153102964162809 4.369329333305358 5.1514182388782492 8.0816695839166659 16.367272242903709 35.851774111390114 33.077496901154518 317.54929351806641 14.159752666950228 22.696290016174316 16.695270538330078 3.9572531282901755 5.6600046306848517 3.6616377085447303 7.945654332637786 5.2402748316526404
leaf_count=54 20 57 9751 39 262 56 54 43 148 15 155 231 26 37 37 18 21 35 69 153 137 1336 58 94 71 16 23 15 33 22
internal_value=0.000262712 0.00249885 -0.000202867 -0.00425125 -0.00222684 -0.00478101 0.00643735 -0.0177476 -0.0121071 -0.00510003 -0.00293913 9.98307e-05 0.00677375 -0.00704815 -0.00106969 0.00875013 -0.000128862 0.00329449 0.00418107 -0.00376095 0.00358975 0.00283552 0.00928162 0.0134651 0.0139658 0.00130388 -0.0148136 -0.0075572 -0.00127192 0.000902511
internal_weight=3178.68 547.79 2630.89 183.035 159.168 122.935 36.2333 23.8668 53.7087 51.9127 48.2607 2447.86 69.6247 15.0016 23.0287 13.4846 43.3413 495.877 440.53 55.3474 424.163 395.428 77.8792 55.7738 28.7342 12.0389 19.4956 39.9431 22.1054 69.2263
internal_count=13086 2293 10793 748 651 503 148 97 219 211 196 10045 294 63 94 55 176 2082 1849 233 1780 1658 322 231 122 51 80 163 91 284
is_linear=0
shrinkage=0.0193364
Tree=138
num_leaves=31
num_cat=0
split_feature=23 98 110 31 114 145 48 44 93 6 99 52 26 145 121 99 142 6 120 27 11 141 110 27 14 103 31 149 92 113
split_gain=8.51851 9.29333 12.0561 13.2162 14.0462 12.0717 11.44 9.72971 9.45021 9.22191 11.5468 13.1585 11.51 8.9887 8.80326 10.7078 9.42487 8.97612 9.04107 8.75638 8.70432 8.68111 8.60435 8.54236 8.46855 11.021 8.21391 8.6275 8.92052 8.54991
threshold=3.4142857142857146 0.73205128205128212 8.0500000000000025 0.16956719128329298 0.63350000000000006 0.82045000000000012 2.9450000000000007 10.225000000000001 12.900000000000002 1483.9308587982964 0.73205128205128212 3.1450000000000005 0.44950000000000007 0.20235000000000003 0.95000000000000007 0.84412955465587058 2.4085000000000005 1485.4486056602507 1.1835000000000002 0.46050000000000008 2.2583333333333337 2.0240000000000005 7.2500000000000009 0.49788888888888888 0.55000000000000016 0.5335000000000002 0.45830115830115831 0.4915268008449985 0.47125000000000011 0.40950000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 8 9 24 19 10 -1 12 23 -10 15 16 22 18 -16 -4 -20 26 -11 -12 -6 -26 27 -2 29 -29
right_child=21 2 3 4 7 -7 -8 -9 13 14 11 -13 -14 -15 17 -17 -18 -19 20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
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leaf_weight=178.75722563266754 51.165972322225571 660.29018460214138 10.999844536185263 18.492801755666733 11.88061587512493 25.201997876167297 41.836530804634094 5.599503517150878 24.764136359095573 106.90865866839886 7.1501071006059629 9.3749865740537626 39.095000207424164 60.089439943432808 10.107019394636156 20.410946026444435 9.5973765701055509 1117.3651442825794 10.552549630403517 41.509495258331299 4.3715740442275992 13.853770658373831 166.91989585757256 4.6448195427656174 4.6750170439481726 40.163088858127594 26.599135547876358 206.39335760474205 18.676503866910934 230.74206234514713
leaf_count=735 208 2692 45 75 48 102 176 23 102 438 29 39 159 245 41 84 41 4605 43 169 18 61 682 19 19 164 114 864 79 967
internal_value=0.000257695 -0.000198946 -0.00178777 -0.00546652 0.000923862 -0.00864344 0.000632348 -0.00346712 -0.0109005 0.00088034 0.00439878 -0.00292007 0.000957616 -0.00690927 0.000298795 -0.0026264 -0.00165197 0.00107684 -0.0103737 -0.0173483 -0.000805631 0.00245223 -0.00231236 -0.0157804 -0.00106477 0.00278055 0.0020597 0.00260932 0.00345451 0.00401375
internal_weight=3178.19 2630.76 903.666 243.376 80.811 162.565 1727.09 62.3182 137.363 1685.26 239.022 60.2649 50.8899 84.8536 1446.23 303.837 283.426 1142.4 25.0311 52.5093 14.9241 547.431 273.829 11.7949 56.7187 44.8381 533.577 506.978 455.812 437.135
internal_count=13086 10793 3684 992 329 663 7109 254 561 6933 981 246 207 347 5952 1245 1161 4707 102 214 61 2293 1120 48 231 183 2232 2118 1910 1831
is_linear=0
shrinkage=0.0193364
Tree=139
num_leaves=31
num_cat=0
split_feature=98 121 103 145 111 29 23 29 103 126 12 100 131 111 16 99 122 1 126 133 36 133 78 23 37 102 8 86 144 36
split_gain=8.22553 17.2772 12.359 10.1372 11.1162 13.5136 10.2041 9.30041 9.29882 7.81291 10.1807 11.5129 8.08188 7.49579 7.4896 7.48563 9.39242 9.89695 14.3222 9.63359 9.17542 10.2185 9.25775 8.74447 8.34645 8.33175 8.03402 9.16125 7.97073 8.57172
threshold=0.64852941176470602 2.1835000000000004 0.24950000000000003 0.14775000000000002 6.0500000000000007 5.2928571428571436 3.6904761904761911 2.4722222222222228 1.4505000000000001 2.3875000000000006 0.45000000000000007 1.5500000000000003 2.5855000000000006 22.650000000000002 1.0000000180025095e-35 0.77525252525252542 0.69600000000000006 1419.8863556271335 1.5280000000000002 2.1835000000000004 4.6650000000000009 2.4365000000000001 0.27619047619047621 3.5500000000000003 0.30378616417985488 0.39400000000000007 2.577380952380953 3.1464285714285718 0.0072500000000000004 4.9150000000000009
decision_type=2 2 2 2 2 2 2 2 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 3 -3 4 5 14 8 -8 9 12 11 -11 -5 -10 -2 16 19 18 -18 24 21 22 25 -24 -1 -19 27 -17 29 -22
right_child=1 2 -4 6 -6 -7 7 -9 13 10 -12 -13 -14 -15 -16 26 17 20 -20 -21 28 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.017088477913000215 0.028087203387310616 0.00066419367138604787 -0.014437218800043587 -0.0010123964017808601 -0.019672822417154064 -0.027360678005711712 -0.015397569060964931 0.0050632991817736285 0.0048799516281476515 -0.014864087784890422 -0.029523845725412258 0.0063691570189563984 0.022202922659001229 -0.012680899615917316 -0.0067313339298230414 -0.0026577272510699972 0.0040631340927813299 -0.030992563846738305 0.01998716852934293 -0.027665635927685946 -0.01338546344817604 -0.0059088188516340312 0.0020241456480599536 0.0071068897924184138 0.0043870953809269156 -0.0035050173036538751 -0.016741934490590603 0.013441737779062348 -0.01556045530252699 0.00030268588094122266
leaf_weight=10.284326478838922 6.1153587698936445 31.533906176686287 56.653181627392769 1089.4530789256096 20.468744903802872 3.9569087475538245 8.6921396106481534 184.98710680007935 147.40771953761578 20.520699486136436 7.5688979923725119 17.845720261335373 5.631973758339881 9.680406451225279 3.7054584473371506 154.27799052000046 173.44914662837982 4.8407185524702063 24.04562796652317 7.3452173769474021 19.621699869632721 56.988158464431763 734.29109060764313 152.92625507712364 19.759455174207687 27.743315652012825 13.570437744259833 14.449272856116293 16.605839610099792 133.1553777307272
leaf_count=42 25 130 234 4440 84 16 36 768 610 84 31 74 23 40 15 628 714 20 103 30 81 243 3033 653 81 114 56 62 68 548
internal_value=0.000252767 -0.000715391 -0.00903688 -0.000234452 -0.0106354 0.00278886 4.31114e-06 0.0041445 -0.000613381 -0.00122065 -0.00903286 -0.00498669 -0.000892882 0.00379719 0.0149472 0.00125246 0.0017386 0.00200464 0.00600252 -0.00782009 0.00131571 0.00203618 0.00252851 0.00290032 -0.00296373 -0.00759314 -0.00243017 -0.00127846 -0.00283871 -0.00145528
internal_weight=3177.58 1614.22 88.1871 1526.03 34.2465 13.7777 1491.79 193.679 1298.11 1141.02 45.9353 38.3664 1095.09 157.088 9.82082 1563.35 1381.06 1343.67 197.495 37.389 1146.17 976.79 919.801 887.217 30.0438 32.584 182.298 168.727 169.383 152.777
internal_count=13086 6610 364 6246 140 56 6106 804 5302 4652 189 158 4463 650 40 6476 5730 5577 817 153 4760 4063 3820 3686 123 134 746 690 697 629
is_linear=0
shrinkage=0.0193364
Tree=140
num_leaves=31
num_cat=0
split_feature=136 8 37 35 5 4 142 27 8 4 37 134 10 30 142 41 6 146 4 90 30 102 135 107 26 85 16 2 31 0
split_gain=8.65815 14.6313 10.5235 9.48151 10.1861 10.6017 9.2513 9.00916 8.20046 7.95938 8.60434 10.2021 10.1115 10.0607 8.59708 12.2416 8.16609 7.86921 7.82272 8.5942 8.50202 9.25632 7.73817 7.22971 9.15068 6.72584 7.24995 7.64395 6.88736 7.80306
threshold=3.0500000000000003 0.37857142857142861 0.58142922994070623 3.4250000000000003 1510.3828083739281 1598.4629191497236 0.97350000000000014 0.40354166666666674 1.4476190476190478 1459.6549528244966 0.35875336068136704 -0.080499999999999974 1.3095238095238098 0.084273937856689865 -0.28449999999999992 1.9150000000000003 1515.1879660767706 0.0055500000000000002 1442.7113105461078 -0.0033333333333332494 0.11070261437908498 0.89450000000000018 -1.3889999999999996 0.77250000000000008 0.46612500000000007 -0.12881782945736439 1.5000000000000002 186.18266409030585 0.13929238431209792 1597.3191869445179
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 23 8 9 -6 17 12 -12 -11 -13 15 -15 -14 18 19 -2 -21 -22 -9 24 -3 -4 28 -28 -27 -30
right_child=7 2 25 -5 6 -7 -8 22 -10 10 11 13 16 14 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.030292070400446947 -0.025335977088777967 -0.0075200946257634156 0.017744359875808496 0.018340766860346233 0.0067075987068300688 -0.011077477690989851 0.012690378034178631 -0.023676328892425099 -0.017983241821713136 0.015161438194084699 -0.021316747184546195 0.020055166858163036 -0.023037441936222241 -0.018720305163291148 -0.016462123241375783 0.01685693648063754 0.0090519626321261416 0.024285420063353134 0.015335094662818054 0.023786925489720393 -0.020315733666019842 0.0071367240504516954 0.00013449798466878945 0.021008792456767043 0.013036555911541172 -0.002227364693174094 0.022675275663954525 -0.013191791537348471 -0.039443633670452012 -0.0083691099131540502
leaf_weight=4.4501904994249335 6.5787961483001736 11.275268733501433 4.9247011989355078 25.99846687912941 7.3461059629917171 8.3281090259551984 9.2298121005296689 5.1086886972188941 15.916375607252119 11.243178695440294 25.594981029629707 4.9329137653112403 7.3982345610856992 6.1312007308006278 23.824090421199799 8.8031988292932493 4.941306084394455 5.1535246372222892 8.3472944945096952 4.4278121441602734 8.832630395889284 9.5549191087484342 2839.2334107458591 22.156938344240189 28.675654396414757 13.840388074517252 5.5535681843757612 3.6964738965034485 5.4248168766498548 6.8313752263784409
leaf_count=18 27 46 20 110 30 34 39 21 65 46 104 20 30 25 97 36 20 21 34 18 36 39 11694 92 118 57 23 15 22 28
internal_value=0.000103973 0.00430108 0.00521186 0.00790709 0.00527062 0.00940213 -0.00368408 -0.000140577 -0.0101841 -0.00500682 -0.00818874 -0.0116225 0.00189767 -0.00594097 -0.00925245 0.0022466 -0.0101844 0.00188109 -0.00117888 -0.00587152 -0.000253609 -0.00604898 9.16837e-05 0.0121496 0.00723347 -0.00341544 -0.00636649 0.00833718 -0.0115806 -0.022135
internal_weight=3153.75 173.648 169.198 128.927 102.928 70.436 32.4923 2980.11 23.2625 135.764 92.8691 69.2864 23.5827 43.6914 38.7585 14.9344 12.3395 42.895 37.7415 29.3942 22.8154 18.3875 2844.34 62.1079 39.9509 40.2713 35.3466 9.25004 26.0966 12.2562
internal_count=12985 717 699 534 424 290 134 12268 95 553 378 282 96 178 158 61 50 175 154 120 93 75 11715 256 164 165 145 38 107 50
is_linear=0
shrinkage=0.0193364
Tree=141
num_leaves=31
num_cat=0
split_feature=124 94 98 84 133 45 144 7 91 49 38 148 133 9 6 28 34 105 138 46 131 145 1 4 121 22 105 122 14 133
split_gain=6.85128 9.18893 10.4892 12.6812 8.59571 9.87982 9.59904 7.95951 7.97226 7.49959 11.7754 9.75046 8.20219 7.47994 9.72815 8.90682 10.0736 8.722 9.52241 8.05199 7.78513 8.57861 7.40474 8.43201 8.95772 8.46028 10.2017 7.37956 10.5052 8.82774
threshold=2.6335000000000002 16.050000000000004 0.87867647058823539 0.019374999999999951 1.8165000000000002 1.0650000000000002 0.014750000000000001 48.804672243657258 0.20208333333333331 2.8050000000000002 0.21922366922876188 0.2704396221841926 1.3165000000000002 1.3785714285714288 1544.8682300179933 1.4142857142857144 1.7450000000000003 1.1415000000000002 7.5000000000000009 4.035000000000001 1.0000000180025095e-35 0.94180000000000008 1572.4831209229599 1575.5454773625904 2.0500000000000003 0.90000000000000013 0.57550000000000001 1.2755000000000003 0.45000000000000007 1.2110000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 7 -4 6 -6 -2 8 27 10 -10 12 -11 15 22 16 -1 20 -19 -20 -17 -22 23 25 -25 -15 -27 28 29 -3
right_child=4 2 3 -5 5 -7 -8 -9 9 11 -12 -13 -14 14 -16 17 -18 18 19 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-2.161473572405052e-05 -2.3268056360945138e-05 0.0047172321855573022 -0.011138675269775408 0.021861270535439219 0.014814955302094063 -0.01869945648417316 0.019685012546336141 0.010561000971448657 -0.0082826200144084389 -0.01783603895607537 0.014248276020926343 0.014712031768782488 0.01037729594514188 -0.00049084266435147641 0.031754718176210443 -0.018962567610381308 0.020135873354522753 -0.010881917211828476 0.022499658950156196 -0.0075648120329127912 -0.0034603252925813218 0.0058176344496414329 -0.0043393725565667937 0.011806733720503733 -0.010110176459047875 0.010781314418964804 -0.010561988385525294 -0.00047353498866770278 0.0043827537183997499 -0.0063260529491437536
leaf_weight=30.433432772755623 120.97070924937725 42.374861523509026 43.277791142463684 4.8366458117961875 36.040894463658333 3.6146176755428305 10.000237375497816 34.325344279408455 10.429456263780592 13.269455879926687 51.358965530991554 9.1466300934553129 5.4232231378555289 542.45920714735985 3.6464317291975012 11.562255233526228 13.322799652814863 7.0555939674377468 14.277343034744264 4.3389812856912604 713.87056890130043 39.306485876441002 118.2941008657217 44.208564803004265 8.272610589861868 49.61106351017952 10.06810776889324 745.07905125617981 337.7680751979351 74.879460498690605
leaf_count=125 509 172 176 20 157 15 41 143 43 54 216 37 22 2230 15 48 55 29 58 18 2912 160 486 181 34 204 41 3098 1380 306
internal_value=0.000101981 -0.000113564 0.00104919 -0.00781895 0.00387036 0.0117574 0.00148167 0.0013715 0.00112686 0.00668974 0.0104441 -0.00164147 -0.00964751 -0.00110414 0.000261492 -0.00237551 0.0061159 -0.00284568 0.00823925 0.0154896 -0.0032179 -0.00297604 0.000112701 0.000917316 0.00835055 0.000269321 0.00717935 0.000711348 0.00265164 -0.00233464
internal_weight=3153.52 2982.9 1372.17 48.1144 170.626 39.6555 130.971 1324.05 1289.73 89.6277 61.7884 27.8393 18.6927 1610.73 776.56 834.167 43.7562 790.411 25.6719 18.6163 764.739 753.177 772.914 654.62 52.4812 602.138 59.6792 1200.1 455.022 117.254
internal_count=12985 12263 5667 196 722 172 550 5471 5328 372 259 113 76 6596 3191 3405 180 3225 105 76 3120 3072 3176 2690 215 2475 245 4956 1858 478
is_linear=0
shrinkage=0.0193364
Tree=142
num_leaves=31
num_cat=0
split_feature=136 8 17 0 44 34 79 125 10 41 27 1 53 79 4 84 93 38 148 4 85 135 137 34 30 92 144 130 29 4
split_gain=8.33444 14.0223 10.0248 11.0586 13.4724 8.75619 10.6221 10.9115 11.4451 11.238 8.61764 8.09213 13.8374 9.25596 7.66024 9.96916 9.02825 10.1486 8.32006 7.78024 7.43534 7.41156 7.07042 7.76124 10.1279 7.38451 6.97571 6.86229 6.80509 7.56522
threshold=3.0500000000000003 0.37857142857142861 1.0000000180025095e-35 1560.2389113220709 9.3100000000000023 1.4450000000000001 3.2324586768169588 1.3665 1.0333333333333337 2.5050000000000003 0.40354166666666674 1529.9253014132794 2.1550000000000007 2.4996075448737458 1459.6549528244966 0.025131578947368356 17.550000000000004 0.21749785826265697 0.24185130950380487 1498.2252400351142 -0.046602564102564088 -1.3889999999999996 19.950000000000003 2.2550000000000003 0.10729043683589136 -1.0000000180025095e-35 0.0034500000000000004 1.8660000000000003 2.7888888888888892 1425.1265158843391
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 6 7 -3 -9 -10 14 13 -13 -7 15 18 17 -16 -2 -18 -15 -12 23 24 -19 -25 -21 -5 -20 -30
right_child=10 2 3 4 -6 11 -8 8 9 -11 21 12 -14 20 16 -17 19 22 28 26 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.029648529829485917 -0.022390006469469658 -0.017447765569563071 0.018206332381852267 -0.0043610102735184139 -0.0203124448785185 -0.016431891802687348 -0.027368516005826175 0.018824473790746553 -0.018983860705692045 0.018685644512679841 -0.023157420196334579 0.019774685240159844 -0.013739950760366916 -0.0022786986484947978 0.023725027462984848 0.030215156404178375 -0.029351340668499464 0.0050897417875850667 -0.0098756275647910036 -0.005786568545582624 0.019759491608199304 0.00012928004136167649 0.014745159288228633 -0.012855642613212781 -0.018366886405956632 0.022909262423680861 -0.03354567591977637 0.01765009538364978 -0.0016736722414697875 0.021123238212098903
leaf_weight=4.4492349475622168 5.8757721334695807 10.827782139182089 36.05394621193409 8.2924757748842293 7.4018146693706504 3.927211105823516 6.8284263014793387 12.672364711761476 9.1198409348726255 4.3796108514070502 5.1158290803432456 6.6948303580284145 14.739630892872809 7.3241564482450476 4.8353167325258246 4.1797055006027213 10.592679232358931 9.3191539198160154 10.923214152455328 23.320485338568691 26.119301572442055 2838.7454417049885 5.6613938957452765 3.6988508999347687 26.270138815045357 5.1700195968151075 3.9580653756856909 14.629920318722723 11.833461314439775 10.067897379398344
leaf_count=18 24 44 149 34 31 16 28 52 37 18 21 29 60 31 20 17 43 38 45 95 108 11694 23 15 107 21 16 62 48 41
internal_value=0.000100048 0.00422028 0.00511279 0.0109685 0.00236023 0.00132487 -0.0052164 -0.00112449 0.00562832 -0.00675731 -0.000139806 0.00620102 -0.00326807 0.0116333 -0.00490018 0.00185809 -0.00802259 -0.00301505 -0.00120576 -0.0152867 0.0149319 8.73423e-05 -0.00559736 -0.00818994 -0.0122234 0.00798831 -0.00982014 0.00968566 0.00258685 0.00880537
internal_weight=3153.03 173.461 169.011 66.3782 30.3242 102.633 43.828 36.9996 26.1718 13.4995 2979.57 58.8051 21.4345 37.3707 135.706 42.8801 92.8261 54.9549 38.7003 37.8712 33.4435 2843.86 50.1196 44.4582 35.5893 8.86887 27.2786 22.9224 32.8246 21.9014
internal_count=12985 717 699 276 127 423 179 151 107 55 12268 244 89 155 553 175 378 224 158 154 139 11715 204 181 145 36 111 96 134 89
is_linear=0
shrinkage=0.0193364
Tree=143
num_leaves=31
num_cat=0
split_feature=136 17 92 44 123 6 40 79 42 85 48 94 45 149 50 47 41 1 145 36 133 145 148 4 145 4 85 30 103 4
split_gain=8.02457 8.06371 8.38519 8.88776 13.2777 8.26087 9.80163 11.4759 7.61041 7.53655 7.52856 7.44919 7.1647 10.6635 9.57737 8.75116 8.56876 8.29359 10.3108 11.1877 10.9097 9.43991 8.93234 8.82774 8.63216 8.54519 7.54662 7.52432 10.5013 8.75201
threshold=3.0500000000000003 1.0000000180025095e-35 -0.20208333333333325 8.4450000000000021 1.0740000000000001 1504.7557718686332 1.925 2.4996075448737458 8.5300000000000011 -0.20436657681940704 1.9550000000000003 22.050000000000004 1.1450000000000002 0.4688957032352174 1.2250000000000003 1.6650000000000003 2.1050000000000004 1343.0987117737607 0.67095000000000016 1.9850000000000001 0.81650000000000011 0.7228500000000001 0.26048169505872398 1673.1773293836611 0.17925000000000002 1565.0225917496107 0.23470085470085458 0.13655788655788653 1.7265000000000004 1668.7432866572144
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 -4 -5 6 8 -8 -1 -3 11 -7 13 15 17 -2 27 24 19 20 -19 25 -21 -23 -15 -20 -16 28 -14 -29
right_child=12 2 3 4 -6 10 7 -9 -10 -11 -12 -13 16 14 26 -17 -18 18 21 22 -22 23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0059969598450569546 -0.0093361221313411381 -0.0021659348338744951 0.011319325826927077 -0.033554377008201464 0.0044618862991912213 -0.023313911303480647 -0.018475734148511436 0.014592169114422933 0.021725035469766195 0.029722732846650526 0.0062003807611431825 0.0029263986808284116 -0.00040872561352444531 -0.027433114583647656 5.3816634281085812e-05 0.013608855329339776 0.02223800289701797 0.0127966117307319 -0.0070136340593668148 0.0047314418074974529 0.00036655469615183144 8.6394753293456407e-05 0.012612104994664714 0.028234167709469526 -0.0016087763460079731 -0.037821758099153738 -0.0071230932892717607 -0.0027100023419978029 0.016146193993114531 -0.014259528911459879
leaf_weight=33.735189184546471 61.205186292529106 3.6492926627397528 35.326689958572388 4.6377428025007275 13.208487391471861 13.035400256514555 4.4206419289112082 34.64802673459053 4.1549681276082984 11.467431798577307 9.1331878900527936 5.8584868907928458 442.33334271609783 6.6052558869123486 1151.562975898385 6.9124694764614096 5.6397406905889502 29.468828976154327 23.696608617901806 164.35975469648838 253.4109328687191 163.48047518730164 79.955625668168068 4.2713262289762488 18.09756001830101 3.9221502095460883 57.512391284108162 466.38326273858547 14.802241176366804 25.893245592713356
leaf_count=138 251 15 147 19 55 53 18 144 17 48 39 24 1798 27 4816 28 23 120 97 676 1035 669 325 18 74 16 240 1890 60 105
internal_value=9.81315e-05 0.00414331 0.00931523 0.00570041 -0.00541948 0.000778481 0.00405218 0.0108479 -0.00295389 0.0220226 -0.00820826 -0.0151758 -0.000137107 0.000514142 0.000776036 -0.00700636 -0.00151763 0.00249697 0.00287369 0.00427983 0.00166177 -0.00092044 0.00731085 0.000803995 -0.00851897 -0.0113949 -0.000287548 -0.00165889 0.000127343 -0.0033177
internal_weight=3152.79 173.276 68.2896 53.1729 17.8462 104.986 76.9588 39.0687 37.8902 15.1167 28.0271 18.8939 2979.51 2024.46 1956.34 68.1177 955.052 747.269 722.566 527.195 282.88 195.371 244.315 167.752 24.7028 27.6188 1209.08 949.412 457.136 492.277
internal_count=12985 717 284 221 74 433 317 162 155 63 116 77 12268 8392 8113 279 3876 3057 2956 2156 1155 800 1001 687 101 113 5056 3853 1858 1995
is_linear=0
shrinkage=0.0193364
Tree=144
num_leaves=31
num_cat=0
split_feature=126 7 145 141 144 144 10 42 144 126 116 8 6 36 123 142 3 86 42 142 102 9 51 103 3 133 26 30 108 3
split_gain=8.19646 10.2798 8.12067 9.0687 8.07025 10.1412 7.60973 9.31468 9.02316 8.64205 8.48007 9.19181 8.4442 8.3282 13.5855 11.0828 8.91737 8.57442 8.38758 7.98893 7.27772 10.3173 11.1697 9.34431 7.03578 10.6638 10.6402 7.88253 8.70254 8.40781
threshold=0.61250000000000016 61.78823278848882 0.19135000000000002 -0.74399999999999988 0.0031500000000000005 0.0013500000000000003 2.4083333333333337 5.6650000000000009 -0.019449999999999999 2.4145000000000003 1.0000000180025095e-35 1.4833333333333336 1510.0603874044475 7.5550000000000006 0.70300000000000007 0.58450000000000013 1576.9090770917335 3.5577777777777784 3.7250000000000005 -2.1914999999999996 1.0855000000000004 1.3095238095238098 1.3750000000000002 0.56950000000000001 1499.6359813875481 1.4145000000000001 0.3886607142857143 0.27801932367149768 1.5000000000000002 1531.0743953128901
decision_type=2 2 2 2 2 2 2 2 2 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 5 20 8 24 -2 13 11 -11 -13 17 16 -16 -15 19 -19 -10 21 -4 -23 -22 26 27 -8 28 -26 -29
right_child=1 -3 4 -5 -6 -7 7 -9 9 10 -12 12 -14 14 15 -17 -18 18 -20 -21 23 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.024980385731045853 0.021381152680155675 0.011787312404365889 -0.012299394428303318 -0.0053803323862044007 0.013722426141951072 -0.030661317523987541 0.034375338464869093 0.018986080049555661 0.0091669669962913501 -0.013336540358197826 -0.029240656342159367 -0.014489469748044888 0.0087946826071229282 -0.0024637421873712094 -0.0034503011971560933 -0.016901033100823484 0.026760483240703636 0.013758168091431003 -0.0041472070552810289 -7.3070058584475382e-05 -0.0052851327253723166 -0.001514427267846173 0.031761912072436657 0.023936020541753745 0.003721619620072167 0.010433509888295925 -0.0017281626530430789 -0.0023324480379642203 -0.0087616467129786671 0.029689695739418296
leaf_weight=13.203702762722967 7.2563615292310706 28.878236308693886 33.454501241445541 26.645370081067085 11.460678413510321 4.8627250939607611 3.118291661143302 13.051608487963675 35.505365908145905 26.181116342544556 5.9812324643135062 8.010828450322153 21.293531283736229 7.7408000081777555 89.013685241341591 30.843559935688972 7.8653360307216644 32.825787857174873 13.925978437066076 2373.5001075863838 8.0273884385824221 26.95314905047417 4.3810759186744681 8.3348717838525754 51.89268833398819 74.611252456903458 136.32651674747467 5.5948935300111753 34.931521579623222 6.7694984525442123
leaf_count=54 30 119 138 109 47 20 13 54 149 108 25 34 90 32 365 127 32 155 62 9721 33 110 18 34 216 320 570 24 147 29
internal_value=9.62614e-05 0.000306698 -0.00452367 -0.0118776 -0.00151642 -0.00354796 0.000195644 0.00298257 -0.000146213 -0.000205149 -0.00737086 -0.00501067 0.00242685 -3.51409e-05 -0.00470254 -0.00691248 0.0122645 0.000222306 0.0084237 6.31078e-05 -0.00192135 -0.00483193 0.00313972 0.00959893 0.0023154 0.00491117 -0.000919573 0.000756434 -0.00130028 0.0151991
internal_weight=3152.44 3015.12 137.323 39.8491 97.4744 86.0137 2986.24 326.296 2659.94 2652.69 61.4667 55.4855 29.3044 2591.22 135.463 119.857 15.6061 2455.76 46.7518 2409.01 81.151 64.7887 31.3342 16.3623 313.245 173.8 139.445 99.1886 86.8242 12.3644
internal_count=12985 12422 563 163 400 353 12303 1373 10930 10900 257 232 124 10643 556 492 64 10087 217 9870 333 266 128 67 1319 736 583 416 363 53
is_linear=0
shrinkage=0.0193364
Tree=145
num_leaves=31
num_cat=0
split_feature=94 8 56 40 126 105 95 4 26 4 102 105 144 46 150 105 136 15 4 143 94 120 9 131 103 134 137 9 85 35
split_gain=10.923 12.5197 8.68934 11.0378 11.8576 11.8791 9.96828 9.67416 9.00835 10.5582 8.29589 9.56544 8.16933 7.93494 7.75612 11.0197 8.58267 7.89622 7.52899 7.52993 6.83336 6.74129 6.43513 6.36757 9.81239 8.21675 7.8038 7.64977 7.61412 5.9372
threshold=16.050000000000004 0.099999999999999964 2.0450000000000004 2.7450000000000006 1.2930000000000004 1.1505000000000003 -12.749999999999996 1367.8027418134682 0.54133928571428591 1549.7393022958902 2.2275000000000005 0.99850000000000005 -0.019449999999999999 6.9150000000000009 0.62017637310606066 1.1325000000000001 8.0500000000000025 0.22500000000000003 1622.7204327525251 0.32850000000000007 22.050000000000004 2.3165000000000004 1.9309523809523812 0.70700000000000007 1.2265000000000004 -0.52899999999999991 7.8500000000000005 1.1083333333333336 0.11128054740957956 4.8850000000000007
decision_type=2 2 2 2 2 2 2 2 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 13 7 -5 8 -7 -4 9 -6 12 -12 -1 14 17 18 -17 20 21 -20 -3 -16 -10 24 -9 26 -25 -26 -27 -19
right_child=1 2 3 4 5 6 -8 23 22 -11 11 -13 -14 -15 15 16 -18 29 19 -21 -22 -23 -24 25 27 28 -28 -29 -30 -31
leaf_value=0.021211081277050323 0.026544323039275997 0.019812960737264448 -0.016639488219532979 0.021703763841378908 -0.0033093479003821684 -0.021861951539407499 0.013035884994977934 0.018748389421982179 -0.0029156154513687443 -0.02092974820992969 -0.01903873773685804 0.012010019880660354 -0.0012380737824319128 0.025181877774071652 -0.0015250077139136859 -0.029998739369670898 0.00084581784927802899 0.0005226214107694262 -0.0023522342984866507 0.033859160228523748 -0.0098573035983088413 -0.021143331623647468 0.026244798839466871 -0.022599765396406717 -0.0013209833050406897 0.01261661079001412 0.0075702666258505615 -0.037403147036996189 -0.004353970321212027 -0.0066234817143922421
leaf_weight=6.0791830271482459 7.1159814596176139 13.498386368155481 6.0595604777336112 7.9000605642795554 29.189324274659157 3.5524953454732922 21.923680737614632 4.600087270140647 8.0164876431226713 22.537441521883011 18.499735012650493 4.6355505287647238 1663.6233942359686 4.7149325758218756 33.517186731100082 10.913976103067396 4.8761258870363227 1071.1721275001764 4.612307131290434 4.0088506937026978 3.6920383572578421 8.1379539370536786 4.3668935447931281 5.4745568335056287 5.454503193497656 111.42487262189388 7.7207667529582977 3.6786302775144577 10.840792909264563 45.304827407002449
leaf_count=25 29 55 26 34 125 15 96 20 35 95 76 19 6826 20 139 45 21 4377 19 17 15 34 19 24 24 495 34 16 47 186
internal_value=-0.000257831 0.000965046 0.000840032 0.00409963 -0.000999392 -0.0030028 0.0081652 0.00730167 -0.00744176 -0.0109885 -0.00131565 -0.0128145 -0.00115626 0.000155989 5.75198e-05 -0.00638256 -0.0204725 0.00043289 -0.00195523 0.0144874 0.0134369 -0.00536046 0.00736816 0.00827476 -0.00426779 0.0095468 -0.00494581 -0.0158687 0.0111114 0.000232578
internal_weight=3157.14 1464.3 1457.19 252.74 97.4864 89.5863 25.4762 155.254 64.1101 51.7268 1692.84 23.1353 1669.7 1204.45 1199.73 66.0664 15.7901 1133.67 50.2763 8.62116 17.1904 41.6551 12.3834 149.194 13.7332 135.461 13.1953 9.13313 122.266 1116.48
internal_count=13008 6062 6033 1105 419 385 111 686 274 220 6946 95 6851 4928 4908 275 66 4633 209 36 70 173 54 660 60 600 58 40 542 4563
is_linear=0
shrinkage=0.0193364
Tree=146
num_leaves=31
num_cat=0
split_feature=94 8 99 98 142 0 46 9 11 103 131 1 102 27 126 134 81 134 2 89 92 7 18 15 30 103 46 46 142 31
split_gain=10.5064 12.059 10.0905 8.70655 8.31056 8.78941 8.55029 10.6498 10.0997 9.18159 14.7781 9.59302 7.98341 9.41771 7.08045 8.31479 7.06993 6.75306 9.17661 10.8261 8.34964 8.84107 7.90444 6.68868 6.58062 6.43929 9.49015 7.80371 8.9078 7.24587
threshold=16.050000000000004 0.099999999999999964 0.53589743589743599 0.93541666666666667 1.2690000000000001 1799.7851983138164 4.4150000000000009 1.1083333333333336 1.3785714285714288 1.8400000000000001 1.4720000000000002 1528.1055668534884 2.2275000000000005 0.5395000000000002 0.7320000000000001 -0.81099999999999983 0.22500000000000003 0.023500000000000004 -72.813828141414191 0.9900000000000001 0.18458333333333332 -30.434793440006043 1.0000000180025095e-35 0.22500000000000003 0.13596116504854369 1.4695000000000003 4.5150000000000006 3.9050000000000007 1.5355000000000001 0.19065794256633947
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 14 4 5 16 9 8 -8 11 -11 -6 25 -14 -3 -16 23 20 22 -20 21 -17 -19 -4 -5 -1 27 28 -27 -28
right_child=1 2 3 24 6 -7 7 -9 -10 10 -12 -13 13 -15 15 17 -18 18 19 -21 -22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.0014031317940366387 0.026069223398762397 0.018117876903610875 0.014078680750899894 -0.0035803521916853865 0.0042720106315631522 0.020305807613976382 0.028019903611331127 -0.011183511303717386 -0.0072640460286183435 0.011385223687999329 -0.027170175597172882 -0.012463162841854402 -0.018930566831814221 0.011369534041971342 -0.018079622184035749 0.015366549683844525 -0.010233633931170882 0.0014756885253158179 0.0049073130636153144 -0.029095555908276834 0.019865640972087893 0.0028811840337131514 -0.016545722900804596 0.00067584363194594585 -0.027397750952331511 0.0015661015416493351 -0.02966162104432955 0.021504746059709465 0.028410592446009318 0.0056173487351252613
leaf_weight=1589.8278512954712 7.1057253479957572 12.502235278487204 14.12783098220825 10.525477781891825 15.601238757371901 8.5553552061319333 9.5559758245944995 7.9564216136932364 4.4381612986326209 19.487230807542804 4.5889608412981024 71.353372916579247 18.27390052378178 4.8490626513957968 6.6655983477830878 25.402753680944443 21.911598846316338 17.69221031665802 92.098715096712112 3.6353787928819647 15.428593665361403 128.38734202086926 18.722833231091499 940.75585976243019 7.3823431730270377 54.937480613589287 5.0966342836618406 11.056081607937811 5.0433800965547553 3.7921329736709595
leaf_count=6523 29 51 58 43 65 37 43 35 19 82 19 294 75 20 28 105 90 73 386 15 65 535 77 3883 30 224 21 46 21 16
internal_value=-0.000252824 0.000946767 0.000824128 -3.05785e-05 0.000183587 0.000795992 -0.00435366 0.00667169 0.0168272 -0.00653395 0.00403142 -0.00945994 -0.00129018 -0.0125734 0.00385403 0.00327473 0.000624987 0.00374742 0.000471547 0.00361452 0.00630531 0.00494413 -0.00778938 0.000874249 -0.0134052 -0.00113387 0.00422134 0.0065789 0.0038257 -0.0146091
internal_weight=3156.76 1463.88 1456.78 1136.24 1118.33 985.351 132.981 21.9506 13.9941 111.031 24.0762 86.9546 1692.88 23.123 320.536 308.033 976.795 301.368 132.149 95.7341 169.219 153.79 36.415 954.884 17.9078 1669.75 79.9257 71.0369 59.9809 8.88877
internal_count=13008 6062 6033 4698 4625 4068 557 97 62 460 101 359 6946 95 1335 1284 4031 1256 551 401 705 640 150 3941 73 6851 328 291 245 37
is_linear=0
shrinkage=0.0193364
Tree=147
num_leaves=31
num_cat=0
split_feature=94 99 142 0 103 131 44 56 137 99 31 131 36 110 11 102 105 3 12 30 27 150 10 130 56 29 26 31 142 134
split_gain=10.1052 10.2289 8.33567 8.59353 8.344 11.9556 8.25381 12.9935 10.7406 13.9681 9.6551 7.90903 7.86549 7.72731 7.70022 7.68099 9.06807 7.43046 9.97787 11.9413 10.9522 10.6109 9.89374 8.1709 11.4412 7.82918 7.47184 6.74245 6.68234 6.2343
threshold=16.050000000000004 0.53589743589743599 1.2690000000000001 1799.7851983138164 1.8400000000000001 1.4720000000000002 9.9600000000000026 1.6250000000000002 7.0500000000000007 0.62828947368421062 0.18686453733182704 1.0500000000000003 2.6250000000000004 9.2500000000000018 1.3095238095238098 2.2275000000000005 0.99850000000000005 1451.0586562756248 0.36666666666666675 0.14124040920716111 0.40788888888888891 0.61378862139921286 2.8619047619047624 1.4365000000000003 2.0250000000000004 5.6833333333333345 0.48950000000000005 0.15530965446541636 -2.0499999999999994 -0.98899999999999988
decision_type=2 2 2 2 2 2 2 2 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 28 3 17 6 -6 7 10 13 -10 12 -8 -4 -9 -13 -1 -17 18 19 21 -21 -3 23 -19 -25 -24 27 -20 -2 -30
right_child=1 2 4 -5 5 -7 11 8 9 -11 -12 14 -14 -15 -16 16 -18 22 26 20 -22 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0011119182633118631 0.028096466757084815 -0.0028561153107767015 0.0057308025483077448 0.020011603581013723 0.010188328960456875 -0.020343009068517996 -0.031828597442293105 -0.0072352020031628064 -0.025102147872856851 0.0032830191577416516 -0.026965778157499024 0.014973530604910858 -0.023683664553281757 0.014534685478743797 -0.023564952279677167 -0.018395956753190286 0.011853166494187606 0.0046577868815351631 -0.023232032984076178 -0.025435926533511784 0.0065528131434351876 -0.028162594430727401 0.00010373578363196616 -0.0012189719713323712 0.0061640811196076468 -0.039583138101931724 -0.002383822422032823 -0.005870448591131977 -0.018328890295187254 0.0039796576085334139
leaf_weight=1669.7753982692957 4.232226386666297 101.62201768159866 9.7357890158891696 8.51373143494129 25.012231409549717 5.928507685661315 9.0226933211088198 8.429293632507326 10.935612142086031 15.899885162711142 13.795694410800932 3.698594629764556 5.2165028154849997 21.981401219964027 4.0641429424285889 18.485470548272136 4.6293532103300086 240.54388023912907 17.879047900438309 4.1897553056478491 87.385737463831902 6.5943709462881079 3.5490510016679755 382.97236642241478 98.70001494884491 3.8922997862100601 35.478868752717972 15.735545307397841 4.7504249215126029 313.80580817162991
leaf_count=6851 18 417 40 37 107 25 37 35 46 67 56 16 21 93 17 76 19 984 73 17 363 27 15 1567 432 16 145 64 20 1307
internal_value=-0.000247924 0.000928725 6.87886e-05 0.000671142 -0.00446709 0.00433494 -0.0071174 -0.00469526 0.000630469 -0.00828404 -0.0153009 -0.0195197 -0.0045311 0.00849867 -0.00519819 -0.00126521 -0.0123347 0.000506119 -0.00224152 -5.07435e-05 0.00508777 -0.00439957 0.00151872 0.00174739 0.000293828 -0.0206574 -0.00857535 -0.0151078 0.00396766 0.00364662
internal_weight=3156.46 1463.57 1140.78 1007.06 133.72 30.9407 102.78 85.9942 57.2462 26.8355 28.748 16.7854 14.9523 30.4107 7.76274 1692.89 23.1148 998.543 268.885 199.792 91.5755 108.216 729.658 722.216 481.672 7.44135 69.0935 33.6146 322.788 318.556
internal_count=13008 6062 4717 4157 560 132 428 358 241 113 117 70 61 128 33 6946 95 4120 1106 824 380 444 3014 2983 1999 31 282 137 1345 1327
is_linear=0
shrinkage=0.0193364
Tree=148
num_leaves=31
num_cat=0
split_feature=94 8 99 3 122 4 38 1 133 98 90 1 130 55 7 131 89 108 38 131 42 12 105 110 29 112 102 27 144 101
split_gain=9.71945 11.6268 9.33646 8.39339 10.6137 9.89124 10.5788 8.64616 8.33755 11.8413 10.2769 9.93557 7.83264 10.4441 8.84875 9.78749 8.44692 12.2645 9.82902 8.01659 7.61759 8.19232 7.51308 9.37571 8.80134 7.48425 7.39372 8.93124 7.8545 6.87929
threshold=16.050000000000004 0.099999999999999964 0.53589743589743599 1451.0586562756248 1.1625000000000003 1352.6254755341863 0.24198968565622353 1663.1250931508769 1.6835000000000002 0.6858552631578948 -0.3824999999999999 1484.2115173061463 1.6460000000000001 1.425 -8.8196980420525488 0.89450000000000018 0.91000000000000014 2.5000000000000004 0.27234024935466822 1.7890000000000004 2.2850000000000006 1.0000000180025095e-35 1.1065000000000003 4.4500000000000011 2.183333333333334 0.52250000000000008 2.2275000000000005 0.5395000000000002 -0.019449999999999999 2.2250000000000005
decision_type=2 2 2 2 2 2 2 2 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 4 8 -6 -7 -8 9 10 -4 -11 16 14 15 -14 19 18 -18 29 21 -10 24 -24 -15 -16 28 -28 -1 -5
right_child=1 2 3 12 5 6 7 -9 20 11 -12 -13 13 22 25 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.020857665864359262 0.025605325435191117 0.0037070940843936112 -0.027923158407143885 0.0042022694677815338 -0.02981290524135919 0.011083796411458357 0.00033601488893110536 -0.017718217025399403 0.021168497316133135 0.0056934321669831756 0.0046860266273122805 -0.01644985457201965 -0.02165790497766254 -0.027956119942251365 0.011564082296971848 0.00038902353709828968 -0.013889295402425375 -0.026134946783796319 0.009343398921694732 0.015973516848777045 -0.019547572486599753 -0.014465451386059534 -0.026035350472572636 -0.0054182229060023204 -0.0010924117836324618 0.0016206310496374771 -0.01829747329862785 0.011231904598204827 -0.0011705388165315161 -0.0042881151675738935
leaf_weight=6.0703924000263205 7.0907668620347968 320.18127883970737 3.8956310898065558 293.58204588294029 3.9000137746334067 32.764253720641136 107.29124574363232 10.923778995871542 4.0733635723590833 9.828005984425543 49.273032754659653 32.997490987181664 9.213964179158209 4.6454522311687461 51.318312302231789 41.068817242980003 11.178680419921877 8.550558075308798 17.403922393918037 19.343274563550949 28.48797370493412 5.9041652679443359 10.5968991369009 37.207534641027451 238.65912319719791 63.133892625570297 18.256326705217365 4.8410013467073432 1663.7573298066854 40.608827292919159
leaf_count=25 29 1335 16 1202 16 139 443 45 17 40 201 134 39 19 221 177 46 35 71 81 116 24 43 154 976 275 75 20 6826 168
internal_value=-0.000243136 0.000911099 0.000790742 -3.13044e-05 -0.00287445 0.000575929 0.00136195 -0.00133237 -0.0068491 -0.00380014 0.00229408 -0.011367 0.000940436 -0.000781374 0.00310922 -0.00365119 0.00294962 -0.00582258 0.000254698 0.00387119 -0.0144557 7.9596e-05 -0.0029832 -0.00999115 -0.00160594 0.00607976 -0.00124072 -0.0121054 -0.00109038 0.00317038
internal_weight=3156.05 1463.12 1456.03 1135.85 289.339 154.879 150.979 118.215 134.46 95.9942 53.1687 42.8255 846.511 455.844 164.735 50.2828 390.667 37.1332 28.5826 353.534 38.4655 9.97753 291.109 47.8044 243.305 114.452 1692.93 23.0973 1669.83 334.191
internal_count=13008 6062 6033 4698 1191 643 627 488 548 391 217 174 3507 1904 712 216 1603 152 117 1451 157 41 1192 197 995 496 6946 95 6851 1370
is_linear=0
shrinkage=0.0193364
Tree=149
num_leaves=31
num_cat=0
split_feature=97 8 99 3 12 130 137 121 103 29 144 134 3 39 150 98 111 49 26 138 112 113 36 26 31 4 144 95 130 26
split_gain=6.94118 10.5164 9.19136 9.93875 11.8006 11.2009 14.8673 11.6691 11.4092 10.2165 8.13357 7.41806 8.9713 9.4994 14.5821 8.09158 7.55983 8.68444 10.4616 8.65917 7.93655 14.7247 9.63302 7.20208 8.77989 10.6137 7.03628 6.94426 8.43503 7.9502
threshold=3.5000000000000004 0.099999999999999964 0.53589743589743599 1441.709640478862 0.22500000000000003 0.95000000000000007 7.7500000000000009 1.3875000000000002 0.98050000000000004 4.0500000000000007 -0.0027499999999999994 0.34650000000000009 1687.2542790071609 0.15255684118373378 0.54565303691941258 0.27922077922077926 5.8500000000000005 2.8950000000000005 0.48472222222222222 8.5000000000000018 0.59050000000000014 0.76350000000000018 1.2550000000000001 0.49183333333333334 0.15530965446541636 1545.3916091275721 -0.019449999999999999 -2.9999999999999978 1.1550000000000002 0.49950000000000006
decision_type=2 2 2 2 2 2 2 2 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 27 4 5 7 10 -4 -8 -9 -7 16 13 14 -13 -15 17 18 -5 -19 21 -18 -22 24 -6 -26 -1 -3 -29 -30
right_child=1 2 3 11 23 6 8 9 -10 -11 -12 12 -14 15 -16 -17 20 19 -20 -21 22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.018960680820147149 0.024723747525352845 0.0016148460683558924 -0.026080658667095569 0.0096679829552232324 -0.027108743057324424 -0.018345930503564978 -0.016553073003825379 0.0093862916270424923 0.0016351225465710637 -0.011769425588436081 0.010044799865316884 0.006168798485420365 0.018636293696642429 -0.028356932275851548 -0.036101492156327901 -0.0016733584802002598 0.0053230164826376259 -0.0015408678550654291 -0.003514248458233127 -0.019797468990739746 -0.018176197143273738 -0.011448413330173242 0.00053452183815782324 -0.0038814759648580959 0.0065684319235357934 -0.022600238449560796 -0.0011122178046210735 0.022029644939156493 -0.0036262616443385343 0.009347519482174816
leaf_weight=6.5496880710124961 6.8267804384231559 210.65876583755016 11.315274775028227 32.658011615276337 16.157861262559891 4.0127682834863654 20.872792750597 13.936500310897825 33.71681421995163 22.003161534667015 62.034983143210411 4.9083928465843192 6.6543323993682852 4.4088066369295111 8.0497531592845899 115.06463353335857 338.30162054300308 20.731508016586304 72.412870168685913 18.286034032702446 10.920679837465284 20.769703015685081 176.57269759476185 31.224523693323135 9.5745740681886691 9.0854322463273984 1768.7928999215364 13.493699342012404 24.875219970941544 60.829179212450981
leaf_count=27 28 876 46 137 66 17 86 57 141 90 257 20 28 18 33 479 1395 84 305 74 45 85 736 128 39 37 7257 56 104 257
internal_value=-0.000238439 0.000790002 0.000670944 -0.000182747 -0.00370289 -0.000978682 0.00214685 -0.0089585 -0.005319 -0.00356425 0.00831823 0.000809666 -0.00326431 -0.00436562 -0.0200889 -0.00265929 0.00163018 -0.00230968 0.00058275 -0.0100994 0.00266893 0.00435266 -0.000555359 -0.0106271 -0.0166742 -0.00763253 -0.0010381 0.00360161 0.00782003 0.00558137
internal_weight=3155.7 1380.36 1373.53 1063.67 233.935 167.892 120.637 47.2549 54.5896 35.9397 66.0478 829.739 139.086 132.432 12.9581 119.473 690.653 144.088 105.071 39.0175 546.565 359.071 187.493 66.0424 34.8179 18.66 1775.34 309.857 99.1981 85.7044
internal_count=13008 5724 5696 4403 964 694 501 193 227 147 274 3439 578 550 53 497 2861 600 442 158 2261 1480 781 270 142 76 7284 1293 417 361
is_linear=0
shrinkage=0.0193364
Tree=150
num_leaves=31
num_cat=0
split_feature=86 91 8 143 27 106 85 123 17 47 134 55 149 51 78 48 135 31 15 103 27 145 10 125 133 1 132 39 90 89
split_gain=9.60705 9.02002 8.02199 7.26806 12.6574 10.2551 10.0625 8.87053 8.37012 6.7624 6.65918 6.42132 6.39528 5.98593 5.58869 8.98923 10.2759 9.56339 9.81247 8.40625 8.15857 7.4452 7.25373 7.2441 7.50431 9.16825 8.01321 7.40564 6.94088 7.34629
threshold=3.4246212121212127 0.36041666666666666 3.8916666666666671 -0.13099999999999998 0.43154761904761901 0.68150000000000011 0.29583850931677019 1.3515000000000004 3.5000000000000004 3.1350000000000002 0.58900000000000008 1.6450000000000002 0.61941211201079638 1.0000000180025095e-35 1.1083333333333336 1.8350000000000002 0.52900000000000014 0.07513440860215051 0.29166666666666669 2.6925000000000003 0.36050000000000004 0.5152500000000001 1.591666666666667 0.90000000000000013 1.8945000000000001 1415.1024834344146 3.7640000000000007 0.32674347828416095 -0.5495833333333332 0.25000000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 5 -5 6 7 -2 13 14 -4 12 -7 -6 23 17 -17 18 -16 20 -19 -20 -18 24 26 -26 -1 -27 29 -25
right_child=1 -3 10 4 8 11 -8 -9 -10 -11 -12 -13 -14 -15 15 16 22 19 21 -21 -22 -23 -24 28 25 27 -28 -29 -30 -31
leaf_value=-0.00058749586195119255 -0.0038519251287232881 -0.024272137724735379 -0.0038855950838860356 -0.022413402115302759 0.0047315490899256171 0.018098324203275225 0.01772844650726409 -0.032160021131249363 -0.016062344707390284 -0.026406787666738447 0.020860819609067729 -0.013185129417576073 -0.0039643363744876429 0.019678619332045448 0.0064728205560096556 -0.0023165672648117006 -0.019165925240691089 0.015217211406333482 -0.018725345010593534 -0.026629167583697062 0.0014181361405072577 3.7173129743369807e-05 0.0083779931151247121 -0.0023737143282531194 -0.017155649882057505 0.022751484050364146 -0.023437818836187722 0.0038449928045829027 -0.0038045392389206623 0.027383015185797117
leaf_weight=647.99405102431774 9.714306473732 3.72302621603012 6.1825897842645672 3.9314991384744635 13.905461519956587 18.235173791646965 4.1286078095436087 7.2151335924863806 3.3459650278091422 3.7766538709402075 11.848442077636717 4.3920059204101554 6.7169105708599082 35.942816868424416 14.188103586435316 635.78880599141121 3.8420016765594474 16.25210028886795 23.939505115151405 3.949304297566413 1109.1693951785564 11.798982247710226 50.635407954454422 7.02543857693672 4.6287704557180396 13.583376467227938 5.7859339714050284 18.042038410902023 462.00915095210075 5.5463495552539825
leaf_count=2651 42 16 26 17 63 86 18 31 15 16 51 18 30 163 59 2653 16 66 98 16 4527 48 216 29 19 56 24 75 1893 23
internal_value=-0.000281009 0.00530039 -0.000484218 0.00632556 0.0110475 0.000972324 -0.00932168 -0.0159238 0.0135228 -0.000560565 0.0123737 0.00836151 0.0121575 0.0155107 -0.000528346 0.000126612 -0.0016259 0.00115244 -0.00712881 0.00151859 0.0016175 -0.0125302 0.00643339 -0.00157979 -0.000314986 0.00824755 -0.000789927 0.0119688 -0.00341869 0.0107543
internal_weight=3167.24 111.251 3055.99 107.528 57.1257 50.4021 21.058 16.9294 53.1942 3037.96 18.031 29.3441 24.9521 49.8483 3034.18 1869.56 690.266 1179.3 49.9266 1129.37 1125.42 35.7385 54.4774 1164.62 690.034 36.2542 653.78 31.6254 474.581 12.5718
internal_count=13061 499 12562 483 258 225 91 73 241 12485 77 134 116 226 12469 7699 2885 4814 205 4609 4593 146 232 4770 2825 150 2675 131 1945 52
is_linear=0
shrinkage=0.0193364
Tree=151
num_leaves=31
num_cat=0
split_feature=86 91 104 130 134 7 8 47 47 143 54 134 28 29 120 142 8 11 130 29 126 31 149 85 142 126 42 141 89 7
split_gain=9.25978 8.65794 7.87476 9.3908 10.3894 9.58539 7.73539 7.04102 6.54643 6.47726 7.19868 6.44585 5.85466 9.02895 5.71888 9.25879 7.16982 5.58607 8.51576 13.7609 8.2908 7.78297 10.5562 8.80791 6.76895 11.9505 10.394 10.2487 8.0269 7.00559
threshold=3.4246212121212127 0.36041666666666666 0.44250000000000006 1.3165000000000002 -0.18899999999999997 17.906141403016822 3.8916666666666671 1.3050000000000004 3.1350000000000002 -0.77949999999999997 1.3350000000000002 0.58900000000000008 2.7888888888888892 3.4722222222222228 0.35400000000000004 -0.28449999999999992 0.25833333333333336 1.1083333333333336 2.6125000000000003 5.4142857142857155 1.2360000000000002 0.072118510262840121 0.5270764772947919 0.30335600907029486 0.47850000000000009 1.4365000000000003 6.4250000000000007 2.7415000000000007 0.77000000000000013 50.636445172357419
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 7 12 8 -5 14 10 -4 -8 -6 -14 15 -1 -17 24 21 20 -20 22 -19 -23 27 28 -27 29 -26 -16
right_child=1 -3 9 4 5 -7 11 -9 -10 -11 -12 -13 13 -15 17 16 -18 18 19 -21 -22 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.024143805062788973 0.013347035699224278 -0.023691477334948283 0.016492462034902202 0.022249329021560051 0.011796031086519698 -0.028409764726925052 -0.003808043020207293 -0.0042124394320769438 -0.026058543360736503 0.016076858860447123 -0.016446602274848111 0.020552775738003255 -0.03301244806975575 0.00054806776904498238 -0.0029999620574687421 0.019130245469983334 -0.010211429245133026 -0.013694967192036068 0.0005437458389919653 0.01104349482165864 -0.010067702818170916 0.0010450139787097814 0.0028593663584176171 -0.0087892751764399573 0.0082703221892781661 -0.000639162970615565 -0.017368443199365449 0.024330862344593276 -0.0076395322756173554 0.017379122563690411
leaf_weight=9.9780095815658587 18.128364250063896 3.7404356300830832 4.5352912694215757 7.9242206364870054 6.5801077932119432 7.8002345114946356 6.1865511238575008 7.1438562721014023 3.7533966749906531 36.061091691255569 5.4664624929428101 11.794070988893507 4.4461301118135443 9.173342749476431 719.53485377132893 4.882384166121482 8.5806001871824247 32.446625128388405 40.77768848836422 18.986111953854561 84.671856015920639 1618.7969096451998 25.886175736784935 34.778629511594772 89.60471884906292 305.50178851187229 14.544141188263891 5.2311804890632621 13.658636659383772 6.3585348874330512
leaf_count=41 79 16 21 36 30 33 26 31 16 169 24 51 19 41 2941 20 35 135 168 81 354 6658 106 143 365 1258 60 22 56 26
internal_value=-0.000275564 0.00521045 0.00621958 0.00167284 -0.00324067 -0.0102081 -0.000474851 0.00970232 -0.000549717 0.0122584 -0.00150479 0.0121691 -0.00317301 -0.0104101 -0.000518115 -0.0100314 0.000427944 -0.000444019 0.000212774 -0.00429592 -0.00661811 0.000593215 -0.00634811 0.000838126 -0.00150019 0.000445593 -0.00139975 -0.00262683 0.00616524 -0.00282129
internal_weight=3166.95 111 107.259 61.1963 43.0679 27.9998 3055.95 15.0681 3037.97 46.0628 10.0018 17.9806 20.1996 13.6195 3034.22 23.441 13.463 3010.78 1856.34 144.436 125.45 1711.91 58.3328 1653.58 1154.43 423.309 320.046 731.125 103.263 725.893
internal_count=13061 499 483 269 190 123 12562 67 12485 214 45 77 90 60 12469 96 55 12373 7645 603 522 7042 241 6801 4728 1739 1318 2989 421 2967
is_linear=0
shrinkage=0.0193364
Tree=152
num_leaves=31
num_cat=0
split_feature=86 17 143 106 145 102 113 111 141 135 11 48 122 145 103 35 135 122 126 10 46 100 55 130 23 86 125 109 113 28
split_gain=8.92598 7.21165 9.32529 10.2583 7.85017 7.67156 6.96208 7.08511 6.88157 7.15818 6.5736 8.52427 10.6766 12.5656 8.53931 8.18931 8.73585 9.16289 8.03411 10.5897 7.62543 7.36398 7.04184 7.02255 6.86616 6.43319 6.17421 7.93713 10.3456 11.4312
threshold=3.4246212121212127 3.5000000000000004 0.13000000000000003 0.68150000000000011 0.19645000000000004 1.7145000000000004 0.40950000000000003 1.9500000000000002 2.7415000000000007 0.10550000000000002 1.1083333333333336 1.8350000000000002 1.1625000000000003 0.94180000000000008 2.6925000000000003 3.0150000000000001 0.51250000000000007 1.2565000000000002 0.61250000000000016 0.25833333333333336 5.1750000000000007 2.1000000000000005 1.675 0.64600000000000013 1.4500000000000002 3.517323775388292 0.90000000000000013 2.5000000000000004 0.28650000000000003 5.3166666666666673
decision_type=2 2 2 2 2 2 2 2 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 6 5 -5 7 25 10 -10 26 14 13 20 18 -14 17 -17 21 -20 23 24 -21 -13 -12 -2 -1 28 29 -28
right_child=1 -3 -4 4 -6 -7 -8 -9 9 -11 11 12 15 -15 -16 16 -18 -19 19 22 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00050873888328154925 0.005791616015649744 -0.018271314484944796 0.012560515155645704 -0.016365746944100687 0.014552625173686322 0.019019977417307429 -0.028121169766055897 0.012518284832440097 0.021225219343855392 -0.003325030152591574 0.0083448626167105036 0.0098544893104568747 -0.019345766006104336 -0.039053764401609257 -0.026381567647363501 0.0083086734941416034 0.0080157856468231359 -0.0016019230683181967 0.021886941238168603 0.0025831503428374804 -0.023350620763792497 0.01678728333448308 -0.00066328953346847237 -0.0060910138556940358 -0.01017056206178891 -0.022067826793654651 0.00030997228621679922 0.0018616460344834092 -0.0079398753949398333 -0.01256339392706458
leaf_weight=684.94020386040211 4.9941929429769578 4.712652623653411 47.237746983766556 7.4632285386323911 22.586300939321518 3.3001671433448792 5.2222995758056632 7.0727007091045371 10.991100654006006 7.442388415336608 8.8142321556806547 11.718854695558546 8.4785772114992124 4.3954970538616172 4.1888169944286338 37.539714097976685 44.560075119137764 491.5871603935957 9.5758997648954374 727.57331849634647 8.4305651336908323 5.1255626231431952 380.40762616693974 86.635071739554405 49.59899440407753 8.1475009769201261 174.29551622271538 87.943007320165634 181.18932875990868 30.264123722910881
leaf_count=2804 21 21 215 32 106 15 23 31 47 32 36 48 35 18 17 156 191 2059 39 2983 35 21 1540 356 204 35 713 363 741 124
internal_value=-0.000270252 0.00512257 0.00616347 0.00102181 0.00807656 -0.00550868 -0.00822543 -0.00307883 -0.000465707 0.0113118 -0.000537216 0.000169219 -0.00153376 -0.00702437 0.00116544 -0.000485059 -0.000206106 -0.000898653 0.00126326 0.00164357 -0.00570421 -0.00542467 0.00146849 -0.0041903 -0.00737548 -0.011478 -0.00168269 -0.00338004 -0.00457518 -0.00159455
internal_weight=3166.43 110.737 106.024 58.7864 33.3497 10.7634 25.4367 20.2144 3055.7 18.4335 3037.26 1878.63 693.346 111.18 1185.28 582.166 573.687 529.127 1181.1 1117.56 106.784 63.5388 1107.98 98.3539 58.4132 13.1417 1158.63 473.692 385.749 204.56
internal_count=13061 499 478 263 153 47 110 87 12562 79 12483 7738 2898 457 4840 2441 2406 2215 4823 4562 439 261 4523 404 240 56 4745 1941 1578 837
is_linear=0
shrinkage=0.0193364
Tree=153
num_leaves=31
num_cat=0
split_feature=26 8 99 138 6 36 95 8 11 86 46 126 91 86 91 133 134 36 30 135 36 103 135 27 97 85 86 55 114 30
split_gain=9.73721 8.19869 7.80452 10.1129 10.0486 8.50033 8.70741 8.04513 7.85066 7.55036 8.90004 10.9223 8.74672 7.16601 6.93912 6.84787 6.83566 7.16082 6.09111 6.75773 9.79842 10.4881 7.87715 5.90693 7.52543 5.58736 23.337 9.64167 17.5592 10.6026
threshold=0.42387500000000006 3.9666666666666672 0.77525252525252542 5.5000000000000009 1483.9308587982964 2.4450000000000007 -1.5000000000000002 2.4476190476190482 2.4476190476190482 3.4023809523809527 3.7850000000000006 1.1180000000000001 0.09166666666666666 3.4405882352941179 0.36041666666666666 1.4365000000000003 -0.1055 2.5950000000000002 0.71611721611721624 -0.1055 2.6050000000000004 0.45050000000000007 -1.0000000180025095e-35 0.49707142857142861 3.5000000000000004 -0.21912280701754386 1.7596153846153848 1.5850000000000002 1.2750000000000001 0.10547710740265297
decision_type=2 2 2 2 2 2 2 2 2 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 4 15 -1 6 -5 8 9 10 11 -6 -12 25 18 -4 -17 -18 19 23 22 -22 -21 -15 -25 26 -2 28 -28 -30
right_child=1 -3 3 5 7 -7 -8 -9 -10 -11 12 -13 -14 14 -16 16 17 -19 -20 20 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.009243989442886822 -0.021898255462334208 0.013633515007495815 -0.0093263647361431501 -0.031376647563910648 -0.01079288765366632 -0.024193149913154587 -0.0020616896012079214 0.024171803735721892 -0.028907036161093681 0.019352227767754755 -0.018702289566266021 0.0017870209791430475 0.01363456782858301 0.029875558609120969 -0.021497445350306458 -0.010432615254034196 0.032890347234800173 0.0027603803259106424 -0.016646016863335812 -0.010133002748274571 -0.021305925182017946 0.003130806327913209 0.017309765000236222 0.00081614436772468955 0.02552201940152549 -0.00042177305198118538 0.014799811852388359 0.0099173752463426676 -0.025283823086251343 -0.0016536375861029319
leaf_weight=27.269743904471397 12.953102827072142 16.549000456929207 18.348857715725899 4.6260833293199566 36.788011372089386 20.14712205529213 20.878045111894608 3.8501303493976584 4.6285009533166876 5.2824305295944205 22.982523471117023 86.400254800915718 3.6155285984277716 7.4843141585588482 3.5103124380111685 5.4208891987800625 5.1693869233131391 6.8719395250082016 4.1688738465309134 4.7494545429945019 8.8403857201337797 25.494158178567886 22.035188674926758 12.78448733687401 7.2097807973623267 2600.926291257143 23.774875864386559 79.453172981739044 8.1339103877544385 55.713334158062935
leaf_count=111 53 71 75 19 150 83 85 16 19 24 94 351 15 34 15 22 21 28 19 21 37 115 104 56 35 10703 99 323 33 230
internal_value=-0.000265023 6.38938e-05 -0.00376089 -0.00877127 -0.0016215 -0.0148052 -0.00738469 -0.00343368 -0.00410007 -0.00335864 -0.00416036 -0.00196955 -0.0143035 -1.41542e-05 0.00517207 -0.00107727 0.00758793 0.0157055 0.0061826 0.00725799 0.00367575 -0.00316123 0.012441 0.0152224 0.00973043 -0.000193727 0.00310059 0.00503945 0.000615489 -0.0046661
internal_weight=3166.06 2893.78 272.279 81.4623 190.817 45.6513 25.5041 163.547 159.697 155.069 149.786 123.188 26.5981 2877.23 96.277 35.8111 17.4622 12.0413 92.7666 88.5978 61.1192 34.3345 26.7846 27.4786 19.9943 2780.95 180.028 167.075 87.6221 63.8472
internal_count=13061 11948 1113 333 780 187 104 669 653 634 610 501 109 11877 436 146 71 49 421 402 277 152 125 125 91 11441 738 685 362 263
is_linear=0
shrinkage=0.0193364
Tree=154
num_leaves=31
num_cat=0
split_feature=26 130 148 143 143 22 38 137 27 142 45 15 102 141 142 106 104 95 56 136 150 150 86 17 26 150 148 89 36 121
split_gain=9.36919 9.83559 8.79628 8.73974 10.3645 9.10128 10.2945 8.94457 8.23094 8.32787 8.13167 8.08006 7.83928 7.61873 7.64439 7.58106 7.34307 7.29762 9.58197 6.91826 6.8991 6.83523 6.75663 7.86328 6.66288 6.53928 6.42105 6.30431 7.94223 7.31128
threshold=0.42387500000000006 1.7070000000000001 0.30672192291753003 -0.74149999999999994 0.33550000000000008 0.30785714285714288 0.26556634209803565 13.950000000000001 0.48894444444444446 -0.068999999999999992 1.2950000000000002 0.90000000000000013 1.9415000000000002 2.7415000000000007 1.0405000000000002 0.76350000000000018 0.58350000000000002 -6.7499999999999973 1.8150000000000002 6.9500000000000011 0.55481116160433952 0.48917163917163925 3.4405882352941179 3.5000000000000004 0.47866071428571427 0.57067983183980531 0.26335666023166027 0.27000000000000007 4.8450000000000006 1.3540000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 5 8 11 10 21 -10 19 -7 -3 22 -15 26 20 -9 -19 -6 -17 -5 -2 24 -24 -8 -1 28 -26 -30
right_child=13 12 -4 4 7 6 25 17 9 -11 -12 -13 -14 14 -16 16 -18 18 -20 -21 -22 -23 23 -25 27 -27 -28 -29 29 -31
leaf_value=-0.027208348665480282 -0.00019317508825869313 -0.01462564736463517 -0.013556751721033287 0.008445752397435528 -0.0067102187372891859 -0.012720625534146738 0.012617527769470296 -0.03245090793528857 0.021588184595652024 -0.0034139522954394481 -0.020065808859128485 0.016318072246188309 0.01229730095959203 0.020873295793432188 -0.0046011887517715252 -0.027449386476064604 0.023271538418619491 -0.016117782553623811 0.018812336052899604 0.0076464468481139015 0.0098447086178818106 -0.022289802500513257 0.018415220119576855 -0.019820623816532313 0.015411703611548517 0.035147805728682084 -0.0057762859616023341 -0.0014312613244083343 -0.015168958388380055 0.017430076664968586
leaf_weight=10.891120150685312 2778.1848336160183 40.567680835723877 22.395267084240913 3.7180051207542411 19.85893289744854 10.278255686163901 32.343197554349899 6.1307457238435772 7.6128539144992837 14.386774376034737 6.8054446130990973 5.4944032281637183 4.4865611046552649 12.792025208473207 6.7099443823099127 3.7265278995037061 4.1230896413326263 12.072654142975805 3.8752215802669516 34.076096445322037 3.6832913458347321 9.8931057006120664 14.238454282283781 4.5314787924289694 26.593950212001801 5.6626480221748343 10.064879789948462 39.100733458995819 7.4365147799253446 3.9273525029420853
leaf_count=44 11429 166 94 15 81 42 131 25 31 59 28 23 19 55 29 15 17 49 16 139 15 40 66 20 127 23 41 174 31 17
internal_value=-0.000259904 -0.00368996 -0.00205226 -0.000793128 0.000942101 0.00550831 0.010529 -0.00398577 -0.00207264 0.00523775 -0.000153479 -0.00260037 -0.0119427 6.26937e-05 0.0121066 -0.00999139 0.00259534 -0.0145247 -0.0076245 0.00235928 -0.0089086 -0.0138904 -1.90294e-05 0.00502896 0.00626364 0.0159788 -0.01692 0.00401693 0.00963009 -0.00389633
internal_weight=3165.66 272.147 227.093 204.697 172.208 89.3892 53.7785 82.8191 35.6107 21.9996 60.7405 15.7727 45.0542 2893.52 19.502 32.4889 11.5329 22.0786 15.9479 53.935 7.40982 13.6111 2874.01 95.8285 91.297 38.0058 20.956 77.0586 37.9578 11.3639
internal_count=13061 1113 928 834 702 364 219 338 145 90 248 65 185 11948 84 132 47 90 65 220 30 55 11864 435 415 154 85 349 175 48
is_linear=0
shrinkage=0.0193364
Tree=155
num_leaves=31
num_cat=0
split_feature=96 49 34 98 26 123 26 2 47 133 10 101 7 7 26 48 148 86 111 28 148 31 29 85 150 127 3 36 10 22
split_gain=8.61284 11.8667 9.93063 9.03937 8.79651 9.14686 8.73395 8.4348 10.497 8.90382 9.10174 8.1864 11.1036 8.00073 10.0979 9.84097 19.252 9.33358 8.34692 9.82165 9.21488 8.19913 7.79277 7.50426 8.49109 9.42616 7.42825 7.42274 7.37389 9.77056
threshold=2.5000000000000004 2.8250000000000006 7.1700000000000008 0.82971014492753636 0.53707142857142876 1.0250000000000001 0.5495000000000001 95.038418389630593 1.6250000000000002 3.1340000000000003 1.0333333333333337 0.29000000000000009 26.234134776855402 10.253716316276043 0.65138888888888913 2.9750000000000005 0.25940328054298645 3.4330357142857149 2.4500000000000006 3.683333333333334 0.28892252608904478 0.10673139158576046 5.5277777777777786 -0.18598639455782312 0.47790319171422535 3.0500000000000003 1659.4828751538473 10.425000000000002 0.57738095238095244 0.33166666666666672
decision_type=2 2 2 2 2 2 2 2 2 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 11 5 -3 -6 9 23 22 -11 12 -2 17 15 21 -17 18 19 -13 -20 -15 26 -9 -25 -26 27 -1 29 -7
right_child=2 4 -4 -5 6 28 -8 8 -10 10 -12 13 -14 14 -16 16 -18 -19 20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0022099616311625418 0.020630192530450748 0.0027820507652895846 -0.015692580586945809 0.026697035279397568 -0.022634529630061982 -0.018955140339375565 -0.0063439477370165797 -0.014125961189699901 0.019620264916420556 -0.013190886483890185 0.016510240938343506 0.003813001581781059 -0.0035037339120640642 -0.0049135336757912696 0.014075333565834061 -0.023003484761407053 0.026864594951968808 0.011280018528790811 0.0013564210501144085 -0.011078509697284068 0.0083406337352052509 0.0003394391868061622 0.0032787635613132724 -0.01129388914236693 0.0061970574253485964 -0.0099557707070240808 -0.02206024291288167 0.019232061671498799 -0.0032792591114517993 0.0097813117714504998
leaf_weight=556.13262329995632 17.861523643136028 87.866744369268417 13.405477330088614 5.1038328558206549 16.154751420021057 23.712092459201816 51.691018953919411 9.7097712159156782 14.293939381837843 4.8064475804567364 19.460736885666847 27.72757163643837 11.852708786725996 143.73708894848824 16.41075511276722 16.944209724664692 3.4866823554038993 37.269511118531227 943.83656084537506 41.091970130801201 76.346961423754692 489.15280438959599 115.82662557065487 13.600434392690657 139.98398649692535 14.945025011897085 6.9684974253177634 6.0986508280038825 233.15932668745518 5.4334067702293387
leaf_count=2299 73 361 55 21 66 97 211 40 58 20 84 114 49 589 70 71 15 176 3893 169 312 2017 476 56 579 62 29 25 945 22
internal_value=3.35002e-05 -0.00115901 0.000886966 0.00100842 -0.00385203 -0.0026171 -0.0102246 8.92166e-05 0.00367853 -0.000885023 0.0106244 0.000936528 0.0110025 0.000769941 -0.000903627 -0.00128004 -0.0144874 0.00176516 0.00143945 -0.00507806 0.00187917 -0.000853517 -0.00129287 0.00239943 0.00335211 0.00463837 -0.00222326 -0.00197716 -0.00442592 -0.0135957
internal_weight=3164.07 1319.84 1844.23 1830.82 418.017 350.172 67.8458 901.827 192.533 709.294 24.2672 1825.72 29.7142 1796 669.732 653.321 20.4309 1126.27 1089 68.8195 1020.18 632.89 685.026 178.239 168.529 154.929 569.2 562.231 262.305 29.1455
internal_count=13054 5430 7624 7569 1702 1425 277 3728 795 2933 104 7548 122 7426 2762 2692 86 4664 4488 283 4205 2606 2829 737 697 641 2353 2324 1064 119
is_linear=0
shrinkage=0.0193364
Tree=156
num_leaves=31
num_cat=0
split_feature=96 49 34 120 21 145 26 142 47 56 131 26 123 26 100 133 101 30 85 111 40 130 105 130 127 26 93 26 23 92
split_gain=8.2844 11.4167 9.55908 9.04682 15.8756 15.0472 13.2909 9.06724 8.68659 10.3968 8.62208 8.47311 8.79927 8.43326 8.28158 8.25026 8.04527 15.0176 7.95626 12.5083 9.09398 14.8632 9.43371 8.56454 8.72996 8.64137 9.00006 8.60505 8.21608 7.95136
threshold=2.5000000000000004 2.8250000000000006 7.1700000000000008 1.3165000000000002 0.33166666666666672 0.21885000000000002 0.47950000000000004 0.97350000000000014 1.6250000000000002 1.405 1.2930000000000004 0.53707142857142876 1.0250000000000001 0.5495000000000001 3.4500000000000006 3.1180000000000008 0.29000000000000009 0.13359580052493439 -0.21289215686274501 2.2500000000000004 2.6850000000000005 1.4365000000000003 0.40050000000000008 1.5855000000000004 2.4720000000000004 0.61527777777777792 20.550000000000004 0.65138888888888913 2.3666666666666671 -0.022083333333333247
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 6 -6 -7 14 -10 -11 12 -3 -13 -5 -1 17 -2 19 29 21 -21 -23 24 25 26 -20 -25 -27 -18
right_child=2 11 -4 8 5 7 -8 -9 9 10 -12 13 -14 -15 -16 -17 18 -19 23 20 -22 22 -24 27 -26 28 -28 -29 -30 -31
leaf_value=-0.0010865900828866729 0.027796943011924601 0.0027275465136629121 -0.015404425199095101 0.0013446773947238743 -0.019878736132307465 -0.022283131680167954 0.012962399103239184 0.0028090841549871111 -0.01807023535883872 0.023459470885277937 0.001182815439711643 -0.022246757459227707 -0.0043417290499943896 -0.0062245013257135615 -0.023029635608230827 0.01527840936434827 -0.028906438050514138 -0.00019127797949242839 0.00056062921564140359 -0.0077315556664282878 0.014544228059146055 0.02173875471695411 0.0041263767278234397 -0.0011324473182715146 0.016324861905147901 -0.035728204791348882 0.0052169492545810691 0.011349003378593502 -0.0041988450937577035 0.00091073493081304053
leaf_weight=301.65934513509274 11.891840130090715 87.88945072889328 13.392373010516165 490.07335634529591 6.8917765766382244 33.382053464651108 13.88112662732601 6.4148730486631385 3.9165319651365271 18.238651558756832 10.097233101725577 16.118927508592606 262.22321189939976 51.664586812257767 5.2641266733407965 11.971641853451727 6.024050161242485 18.027652561664581 517.35335245728493 28.777936220169067 41.892030030488968 16.347403451800346 37.374693110585213 870.80198268592358 15.468986183404921 4.1640710681676891 221.7385383695364 21.150015071034431 11.975806921720503 7.5028875172138196
leaf_count=1233 49 361 55 2044 28 136 57 26 16 74 41 66 1064 211 22 51 25 74 2113 120 175 69 160 3617 64 17 915 91 49 31
internal_value=3.28691e-05 -0.00113674 0.000869999 8.75186e-05 -0.00221208 -0.0112747 0.00206278 -0.0182374 0.00171864 0.0114417 0.0155243 -0.0037787 -0.00256696 -0.0100363 0.00108537 -0.000461589 0.000989125 0.0109333 0.000823836 0.00528666 0.00720726 0.0034806 0.00948779 0.000453598 0.00194659 0.00165195 0.00195768 -0.000836385 -0.0123427 -0.0123684
internal_weight=3163.57 1319.69 1843.88 901.791 374.201 60.5698 20.7729 39.7969 527.59 32.2524 28.3359 417.896 350.113 67.7835 495.337 313.631 1830.49 29.9195 1800.57 137.919 124.392 82.5 53.7221 1662.65 770.701 755.232 739.092 891.952 16.1399 13.5269
internal_count=13054 5430 7624 3728 1531 247 85 162 2197 131 115 1702 1425 277 2066 1284 7569 123 7446 580 524 349 229 6866 3158 3094 3028 3708 66 56
is_linear=0
shrinkage=0.0193364
Tree=157
num_leaves=31
num_cat=0
split_feature=98 134 28 121 38 10 8 86 22 131 120 50 23 53 86 34 29 31 91 29 133 131 97 105 55 134 134 130 100 31
split_gain=7.93022 9.09942 8.69808 8.62281 9.23522 11.1636 8.27419 7.71883 7.68874 10.7615 10.7794 11.5187 9.64077 8.95617 8.59661 7.8952 8.95995 8.9557 11.5149 8.91374 7.81816 7.49562 7.47924 10.2291 11.9619 8.8292 12.2159 9.58899 9.48128 9.38886
threshold=0.63397129186602885 0.42350000000000004 6.1339285714285721 2.2680000000000002 0.23262217300172047 1.4476190476190478 3.8916666666666671 4.2678571428571432 0.22500000000000003 0.58550000000000002 1.3875000000000002 1.0650000000000002 3.8452380952380958 2.3150000000000004 3.0987804878048784 6.0550000000000006 5.5277777777777786 0.12365342291208152 0.32041666666666674 6.1055555555555561 1.3875000000000002 1.8945000000000001 1.5000000000000002 0.99850000000000005 1.3550000000000002 -0.42349999999999993 -0.26199999999999996 2.8450000000000006 1.4500000000000002 0.11077027948193592
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 -5 -6 -3 8 9 20 13 -12 -13 21 -15 16 -10 19 -19 -18 -2 -11 23 24 25 29 27 -27 -28 -1
right_child=3 2 -4 4 5 -7 -8 -9 15 10 11 12 -14 14 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
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leaf_weight=7.0165954530239096 18.404480949044231 146.00141453742981 14.25384248793125 14.541614934802054 32.815738573670387 19.526619479060173 9.0576755255460721 4.5532143265008918 948.04367981851101 109.34634433686733 45.076605767011642 154.50196109712124 65.031347870826721 144.3939336836338 3.9802267700433722 14.611551955342291 14.147031560540201 118.55297750234604 5.0397257357835761 10.089153349399565 12.901284024119375 11.814572423696516 876.97651144862175 9.0877093374729139 153.56536392867565 19.246632054448131 140.72521367669106 4.8643508255481711 9.0052462071180326 25.960354149341583
leaf_count=30 76 609 60 61 135 80 40 22 3881 447 184 635 275 586 17 60 58 491 21 41 53 49 3635 37 626 83 594 21 37 110
internal_value=3.22506e-05 0.00110788 -0.00309806 -0.000839219 -0.00764777 -0.0114351 -0.0017687 -0.00056819 -0.000636552 -0.00247196 -0.00182601 0.000946178 -0.000881754 -0.0045477 -0.00136208 0.000297985 0.000486315 0.004914 0.00702173 -0.00583175 -0.0134903 -0.00844825 0.00167924 -0.000628289 -0.00113942 0.00189599 0.00363628 0.0164089 0.00157883 -0.00727599
internal_weight=3163.13 1415.76 169.313 1747.37 66.884 52.3424 155.059 1680.49 1675.93 565.451 534.145 264.61 219.533 269.535 148.374 1110.48 1095.87 147.829 123.593 24.2362 31.3058 121.161 1246.45 369.471 360.384 206.818 173.841 24.111 149.73 32.9769
internal_count=13054 5882 709 7172 276 215 649 6896 6874 2322 2193 1094 910 1099 603 4552 4492 611 512 99 129 496 5173 1538 1501 875 735 104 631 140
is_linear=0
shrinkage=0.0193364
Tree=158
num_leaves=31
num_cat=0
split_feature=136 24 118 30 131 137 121 131 109 96 14 98 111 25 111 131 35 2 4 111 134 104 151 46 46 90 115 146 95 54
split_gain=7.89194 9.27916 14.1995 8.57013 10.9402 11.6553 9.77459 10.949 8.65654 8.12218 12.0497 10.43 10.1595 10.0409 13.6765 9.63266 9.30053 9.95108 8.87143 8.81947 9.76815 11.8357 10.7203 9.67901 8.79934 8.51502 8.02972 8.0581 7.62561 9.96989
threshold=3.4500000000000006 1.0000000180025095e-35 2.5500000000000003 0.081190947044605513 2.1055000000000006 21.050000000000004 1.7890000000000004 1.2110000000000001 2.5000000000000004 2.5000000000000004 0.29166666666666669 0.7947368421052633 8.7500000000000018 0.41428571428571431 18.250000000000004 0.56350000000000011 2.8950000000000005 -18.199383394809612 1485.8198120864279 2.3500000000000001 0.52900000000000014 0.14350000000000002 0.76600000000000013 2.7350000000000008 2.5850000000000004 -0.41124999999999995 2.7750000000000004 0.013150000000000002 1.5000000000000007 1.1450000000000002
decision_type=2 2 2 2 2 2 2 2 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 5 6 7 -5 -7 12 -11 19 28 14 24 -15 -13 -18 -19 23 22 -22 -21 -12 -14 -25 27 -1 -3 -30
right_child=1 9 -4 4 -6 8 -8 -9 -10 10 11 16 13 15 -16 -17 17 18 -20 20 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.0013341508274193341 0.0056807712740612974 0.00014965422524093375 0.0095167713177640254 -0.006901171966150913 0.010011094074878235 0.0016367782125141438 -0.012179155333176921 0.00066250526235648146 0.030097291369705442 0.014240579773094873 -0.016120796764013935 0.027651730772252265 0.0006087228181177011 0.011279231484553783 -0.016507809199675358 -0.0088586325045737074 0.021438035518888506 0.010605269333015813 -0.015119405822809613 0.021969067465450059 0.013097502400837222 -0.0077216499777471624 0.0014026917973273961 -0.025241965660318243 0.028286854080974304 0.0011323351187497929 0.015633514804978529 0.015160770736924189 -0.024122027847488733 -0.00094573422932457587
leaf_weight=213.41369059681892 36.180491492152214 815.09562258422375 34.087334781885147 213.13974517583847 19.690359741449356 44.357377916574478 73.521779268980026 107.70587052404881 4.3884943425655356 26.119437664747238 23.04422365128994 9.3337839096784574 8.1001358777284675 9.5304191261529905 7.1481667459011069 129.39127622544765 9.8623109906911868 9.9989203065633792 10.04210129380226 9.553392827510832 11.724616900086401 78.795608565211296 1128.4760405868292 5.0242093652486792 9.1471271663904172 51.007734134793282 18.386508822441101 17.014272451400757 11.30096220970154 17.987492516636848
leaf_count=881 148 3365 143 871 81 181 303 441 18 107 95 38 33 39 29 529 41 41 41 39 50 328 4671 21 37 212 79 71 47 74
internal_value=3.16598e-05 -0.000250591 -0.0025566 -0.00338153 -0.00409014 -0.00471694 -0.00581954 -0.00436196 0.00420211 0.000265741 0.00123335 0.000981029 -0.00105257 -0.00546719 0.0059723 -0.0074765 0.0108037 0.00554054 -0.00228267 0.000686218 0.00108914 -0.00502408 0.00157545 -0.00557286 0.0152937 -0.00123315 0.00333713 0.00235552 -0.000198631 -0.00989192
internal_weight=3162.57 2913.76 533.071 498.984 462.804 443.113 394.367 320.846 48.7459 2380.68 1372.98 1346.86 1007.7 163.317 24.3954 138.922 39.2371 29.9033 20.041 1307.63 1228.55 90.5202 1138.03 79.0762 17.2473 56.0319 248.814 230.428 844.384 29.2885
internal_count=13054 12023 2186 2043 1895 1814 1615 1312 199 9837 5684 5577 4153 667 99 568 161 123 82 5416 5088 378 4710 328 70 233 1031 952 3486 121
is_linear=0
shrinkage=0.0193364
Tree=159
num_leaves=31
num_cat=0
split_feature=98 134 121 149 24 136 131 141 92 125 102 107 125 99 91 123 144 132 141 104 86 86 149 86 134 126 137 26 10 138
split_gain=7.60604 8.67231 8.28459 8.91427 7.54895 11.1023 8.71475 11.4612 7.7509 8.32637 7.07963 6.99651 8.6292 10.0269 9.0882 8.45126 8.35415 7.74647 7.70449 7.6809 7.52137 9.06652 8.81357 8.92137 8.30326 7.84562 6.82078 7.43248 6.94936 6.79955
threshold=0.63397129186602885 0.42350000000000004 2.2680000000000002 0.60980563244674457 0.22500000000000003 3.6500000000000008 0.58550000000000002 1.8740000000000003 -0.69124999999999981 1.7750000000000001 2.7775000000000003 0.68150000000000011 2.1000000000000005 0.8377192982456142 0.22749999999999998 1.4870000000000003 0.020350000000000004 0.70700000000000007 0.59250000000000014 0.91150000000000009 2.8733974358974366 2.5757142857142861 0.5925374552595738 3.0094339622641515 -0.44699999999999995 2.0500000000000003 6.9500000000000011 0.45527777777777784 1.2583333333333335 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 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 5 26 -7 -8 9 -6 11 16 13 14 17 -15 20 -13 -17 -16 21 24 -22 -24 -1 -23 27 -2 -28 -3
right_child=2 29 3 -5 8 6 7 -9 -10 -11 -12 12 -14 15 19 18 -18 -19 -20 -21 22 25 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0062287578281221339 -0.0066183666820602127 -0.00080559573105084528 -0.0045039921391022654 -0.024158938646495962 0.015512695174819527 -0.016503907193689209 -0.0039526341125728955 0.024783590144605239 -0.0001211445124878215 -0.015396683066443807 -0.016417712407197284 0.0087624887485228502 0.00977178267360157 -0.01851886845633563 0.018780042404826405 0.016006749032055501 0.015579246351900413 0.0014340001023721198 -0.018713051630882948 -0.00092607425634160369 0.011862339789963995 -0.015788948520282484 0.01838148463756465 -0.015524590668732293 0.0008353867803893376 0.013926041552755512 0.012214060121345894 0.022884894084591215 -0.018517598799549503 -0.009799478507201833
leaf_weight=72.539233773946762 4.1932384818792405 127.62632271647453 56.708932518959045 10.175454288721083 21.136513695120815 20.383951857686043 272.00805363059044 5.286338046193122 1328.9023122638464 3.8477488607168189 8.0585990995168668 61.30841289460659 66.391078114509583 15.328735798597338 23.55424539744854 6.8888135999441129 13.027877047657965 448.18764308094978 3.6536003202199936 10.77174963057041 37.644878849387169 23.51522292196751 4.0373935252428046 10.280857592821119 436.86140367388725 3.8639902323484412 5.341168746352194 13.32432074844837 5.664509505033493 41.701192438602448
leaf_count=302 17 536 233 43 87 84 1111 22 5459 16 34 251 277 63 98 28 54 1861 15 45 160 96 17 45 1811 16 22 55 23 173
internal_value=3.10704e-05 0.00108471 -0.000822465 -0.0074961 -0.000556742 -0.00319731 -0.00430168 -0.00340431 7.94389e-05 0.0107489 0.00164275 0.00176042 0.00317438 0.00240539 0.002965 -0.00935468 0.000265732 0.002316 0.0039671 0.0125952 -7.31386e-05 -0.000753241 0.00695092 -0.00595816 -0.000170494 -0.0115922 0.0083256 0.0158198 -0.00359952 -0.00302103
internal_weight=3162.21 1415.24 1746.97 66.8844 1680.09 326.202 297.678 277.294 1353.89 24.9843 1245.91 1237.86 636.084 569.693 543.822 25.8711 601.771 509.496 10.5424 34.326 588.743 536.78 51.9631 14.3183 509.401 27.3792 28.5232 17.5176 11.0057 169.328
internal_count=13054 5882 7172 276 6896 1334 1217 1133 5562 103 5173 5139 2638 2361 2255 106 2501 2112 43 143 2447 2225 222 62 2113 112 117 72 45 709
is_linear=0
shrinkage=0.0193364
end of trees
feature_importances:
Column_86=188
Column_56=111
Column_55=98
Column_85=96
Column_4=94
Column_26=81
Column_3=78
Column_31=78
Column_145=78
Column_149=72
Column_94=66
Column_131=66
Column_136=66
Column_7=63
Column_29=63
Column_28=62
Column_99=61
Column_27=60
Column_142=60
Column_98=59
Column_137=59
Column_141=58
Column_102=57
Column_126=56
Column_30=53
Column_36=53
Column_105=53
Column_23=52
Column_34=52
Column_38=52
Column_123=52
Column_130=52
Column_134=52
Column_9=51
Column_6=49
Column_110=49
Column_132=49
Column_103=48
Column_8=47
Column_40=47
Column_92=47
Column_46=46
Column_93=46
Column_111=46
Column_144=46
Column_0=45
Column_10=45
Column_11=45
Column_35=45
Column_48=45
Column_91=45
Column_120=45
Column_122=45
Column_104=44
Column_133=44
Column_2=43
Column_135=42
Column_1=41
Column_90=41
Column_146=41
Column_54=40
Column_121=39
Column_143=39
Column_39=36
Column_42=36
Column_89=35
Column_5=34
Column_49=34
Column_79=34
Column_95=34
Column_97=33
Column_148=32
Column_37=31
Column_147=31
Column_41=30
Column_125=30
Column_106=29
Column_109=29
Column_127=29
Column_138=27
Column_44=26
Column_115=26
Column_50=25
Column_53=25
Column_112=25
Column_114=25
Column_47=24
Column_52=23
Column_12=22
Column_84=21
Column_100=20
Column_96=19
Column_124=19
Column_22=18
Column_45=18
Column_150=18
Column_80=17
Column_119=17
Column_51=16
Column_24=14
Column_77=14
Column_19=13
Column_78=12
Column_16=11
Column_17=11
Column_18=11
Column_20=11
Column_21=11
Column_108=11
Column_14=10
Column_107=10
Column_113=10
Column_101=9
Column_118=8
Column_25=7
Column_151=7
Column_13=5
Column_15=5
Column_128=3
Column_81=2
Column_116=2
Column_117=2
Column_139=2
Column_140=2
Column_74=1
Column_129=1
parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 1500]
[learning_rate: 0.0193364]
[num_leaves: 31]
[num_threads: 4]
[seed: 42]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 8]
[min_data_in_leaf: 15]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.632973]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 5]
[bagging_seed: 400]
[bagging_by_query: 0]
[feature_fraction: 0.700458]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0.00260895]
[lambda_l2: 0.00363081]
[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]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[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]
[parser_config_file: ]
[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: ]
[lambdarank_position_bias_regularization: 0]
[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
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