tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=150
objective=regression
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
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tree_sizes=1185 1230 1237 1235 1233 1232 1229 1219 1224 1231 1230 1233 1223 1218 1218 1226 1235 1221 1224 1236 1232 1229 1222 1224 1223 1226 1238 1229 1236 1236 1234 1227 1236 1239 1235 1235 1222 1228 1229 1227 1233 1231 1226 1231 1236 1232 1236 1223 1213 1223 1240 1228 1214 1217 1226 1225 1222 1231 1236 1232 1230 1233 1225 1227 1230 1225 1234 1240 1228 1233 1232 1219 1220 1230 1241 1217 1228 1225 1237 1232 1220 1223 1217 1239 1224 1238 1228 1237 1233 1236 1232 1220 1231 1233 1234 1227 1217 1236 1225 1236 1239 1235 1225 1245 1239 1232 1238 1230 1219 1236 1227 1226 1238 1236 1236 1221 1233 1228 1239 1219 1224 1234 1234 1235 1237 1231 1222 1226 1238 1224 1219 1216 1229 1243 1244 1224 1225 1225 1231 1223 1227 1232 1227 1228 1243 1235 1225 1227 1240 1227 1220 1230 1225 1230 1232 1232 1229 1241 1232 1230 1236 1226 1235 1235 1221 1239 1230 1240 1235 1238 1240 1225 1229 1231 1223 1231 1238 1226 1232 1235 1234 1222 1233 1246 1232 1223 1230 1244 1229 1230 1231 1240 1231 1234 1227 1234 1235 1230 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Tree=0
num_leaves=10
num_cat=0
split_feature=78 7 7 135 111 65 39 8 113
split_gain=29.3651 16.4382 12.2298 8.85182 7.63352 4.63836 4.50544 4.03253 4.00373
threshold=0.0068083447404205808 0.00073092587990686308 0.00047558375808876013 0.0013986918493174019 0.00037263428384903824 0.10820819064974786 0.0027679565828293566 0.00747153488919139 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 7 4 -4 6 -1 -2 -3
right_child=2 8 3 -5 -6 -7 -8 -9 -10
leaf_value=0.24286934546596584 0.2451337033111064 0.25315026626668863 0.25564297551068221 0.25012563582207731 0.26257873076129784 0.25840531033873593 0.24978597032719393 0.25482522311656308 0.24799201607753127
leaf_weight=2044.3452948331833 578.38445198535919 1600.5740087032318 2298.4475040435791 758.43259584903717 760.21568262577057 83.395848274230957 406.44649052619934 210.92402982711792 818.83436024188995
leaf_count=1380 362 725 904 398 252 32 210 87 430
internal_value=0.251074 0.247867 0.254522 0.255928 0.257367 0.24449 0.244016 0.247724 0.251404
internal_weight=0 4953.6 4606.4 3817.1 3058.66 2534.19 2450.79 789.308 2419.41
internal_count=4780 2777 2003 1554 1156 1622 1590 449 1155
is_linear=0
shrinkage=1


Tree=1
num_leaves=10
num_cat=0
split_feature=58 7 135 31 60 10 134 118 130
split_gain=27.2147 28.488 6.65264 6.54493 5.94525 5.36472 4.67216 4.5558 4.41092
threshold=0.0053125319536775359 0.00047558375808876013 0.0013986918493174019 0.0026833302108570938 0.0033348383149132137 0.0023699469165876512 0.00087947337306104611 0.00017767510871635753 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 3 5 -2 -3 -5 -1 -6
right_child=4 2 -4 6 8 -7 -8 -9 -10
leaf_value=-0.0080944845821146732 -0.0065282096580449537 0.0068190428313084995 0.00053575444420195283 0.0077078771011515933 -0.0025160723480841187 0.0013133817112418126 0.018236510486681647 -0.0019358232581155241 0.0096893723833830058
leaf_weight=730.54601228237152 2134.4776365756989 1201.6472852230072 1227.727100610733 1034.6627304553986 502.01438450813293 1356.2314139604568 177.80659294128418 1059.5617151260376 135.32539522647858
leaf_count=502 1344 428 588 354 277 634 39 572 42
internal_value=0 0.00204564 0.00437183 0.00562096 -0.00500978 0.00389985 0.00925188 -0.00444918 7.54913e-05
internal_weight=0 6788.18 4998.08 3770.35 2771.82 2557.88 1212.47 1790.11 637.34
internal_count=4780 3117 2043 1455 1663 1062 393 1074 319
is_linear=0
shrinkage=0.06


Tree=2
num_leaves=10
num_cat=0
split_feature=129 86 36 43 105 135 45 134 103
split_gain=37.7578 14.2184 6.27238 6.07494 6.44852 5.37396 4.77715 4.54714 4.32689
threshold=0.0053125319536775359 0.00040826165059115743 0.047455845400691039 0.00085274505545385193 0.00052132029668428015 0.0015833032084628942 0.021960759535431865 0.00087947337306104611 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 8 -2 -3
right_child=5 6 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.0071949638446316775 0.0063387182927476396 0.0022485245270939575 0.011474366712290658 -0.0080013520490102574 -0.00074801275153816953 -7.314224123241562e-05 -0.011529421300943237 0.016772334448382654 -0.0053095749634748763
leaf_weight=892.07133340835571 2158.5544185638428 2369.3464971780777 84.468409180641174 1530.6528508663177 1493.8829485177994 453.89293563365936 107.35422325134277 161.63359093666077 308.14305937290192
leaf_count=591 804 1063 28 1034 737 226 82 35 180
internal_value=0 -0.00241091 -0.00470222 -0.0050511 -0.00315843 0.00589754 0.000881088 0.00706557 0.00137869
internal_weight=0 6785.92 4001.08 3916.61 2385.95 2774.08 2784.84 2320.19 2677.49
internal_count=4780 3715 2390 2362 1328 1065 1325 839 1243
is_linear=0
shrinkage=0.06


Tree=3
num_leaves=10
num_cat=0
split_feature=129 7 58 18 52 130 124 112 141
split_gain=33.3628 14.6487 8.15615 6.81217 5.57739 4.69339 4.49235 3.93628 3.34485
threshold=0.0053125319536775359 0.00047558375808876013 0.0045489775948226461 0.0054799309000372895 0.0060143163427710542 0.00062670491752214741 0.0053125319536775359 0.00017767510871635753 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 7 -1 -6 -3 -9
right_child=-2 2 -4 -5 6 -7 -8 8 -10
leaf_value=-0.006953642340629413 0.0055436838110611928 0.0024327304957624933 -0.0037139884617466731 0.0035378029714732543 0.0083112372446555536 0.013370044439454136 -0.0046827873395531077 0.0051153151129025255 -0.0051088370967610529
leaf_weight=2446.0075554847717 2774.0809451341629 1163.9266359806061 1376.273421049118 263.14286410808563 637.55631935596466 41.601495027542114 112.71702778339386 142.43576443195343 602.25823855400085
leaf_count=1640 1065 499 779 112 211 11 62 53 348
internal_value=0 -0.00226626 3.54069e-05 -0.00564264 0.00197614 -0.00661376 0.00635908 0.000253211 -0.00315329
internal_weight=0 6785.92 4035.17 2750.75 2658.89 2487.61 750.273 1908.62 744.694
internal_count=4780 3715 1952 1763 1173 1651 273 900 401
is_linear=0
shrinkage=0.06


Tree=4
num_leaves=10
num_cat=0
split_feature=58 7 129 146 136 52 39 97 115
split_gain=20.6074 20.5645 8.45895 5.2498 5.35402 5.07595 4.81662 4.12997 3.80037
threshold=0.0053125319536775359 0.00047558375808876013 0.0053125319536775359 0.0041444667149335155 0.00040826165059115743 0.0060143163427710542 0.0027679565828293566 0.012636432424187662 0.024810968898236755
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 5 7 -5 -3 -2 -1 -4
right_child=6 2 8 4 -6 -7 -8 -9 -10
leaf_value=-0.0078241260013037738 -0.0063629968531193721 -4.6607329002754466e-05 0.0082873828162682624 0.0021621398438581838 -0.0098641518171268504 0.0055491814269462338 -0.0012371233945240258 0.0078639617322730573 0.00291326826152472
leaf_weight=893.91532719135284 1688.3819146156311 1997.0781637430191 1479.7095729112625 664.72053635120392 166.68342673778534 824.51013350486755 1083.4355016946793 64.788437128067017 696.77725303173065
leaf_count=627 1105 956 479 308 118 307 558 21 301
internal_value=0 0.00178008 0.00375647 -0.00373809 -0.000248943 0.00158857 -0.00435942 -0.00676394 0.00656692
internal_weight=0 6788.18 4998.08 1790.11 831.404 2821.59 2771.82 958.704 2176.49
internal_count=4780 3117 2043 1074 426 1263 1663 648 780
is_linear=0
shrinkage=0.06


Tree=5
num_leaves=10
num_cat=0
split_feature=129 39 71 8 98 137 18 22 60
split_gain=26.4049 12.2588 6.05619 6.68608 4.11185 4.01788 5.39463 4.86303 3.79913
threshold=0.0053125319536775359 0.0027679565828293566 0.0033348383149132137 0.00244467705488205 0.0044099434744566688 0.0014881226234138014 0.010829726699739696 0.0014427106943912806 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 7 -3 -6
right_child=4 5 -4 -5 8 -7 -8 -9 -10
leaf_value=-0.0048574710198938716 0.0061001504671404257 -0.0029948952718048109 -0.0057401585495706594 0.0039119758957115291 -0.0043787409116606167 0.0055162060669796198 0.0071692975312180416 0.0041326223198309784 0.0054674428346910657
leaf_weight=660.99702668190002 2209.0256881713867 1465.2249320745468 2729.8065234422684 594.48470628261566 292.84976005554199 571.10490596294403 313.71056282520294 450.59066450595856 272.20549690723419
leaf_count=413 798 801 1750 243 162 223 111 174 105
internal_value=0 -0.00201614 -0.00415395 -0.000705039 0.00493185 0.00102596 -0.000124237 -0.00131854 0.000364486
internal_weight=0 6785.92 3985.29 1255.48 2774.08 2800.63 2229.53 1915.82 565.055
internal_count=4780 3715 2406 656 1065 1309 1086 975 267
is_linear=0
shrinkage=0.06


Tree=6
num_leaves=10
num_cat=0
split_feature=56 149 78 7 8 111 39 18 17
split_gain=15.8537 11.644 6.77341 5.53897 4.35893 4.06951 3.89957 3.73372 3.69791
threshold=0.00080172589514404546 0.0026012937305495147 0.0049928687512874612 0.00047558375808876013 0.0031340263085439806 0.0031340263085439806 0.010829726699739696 0.0031340263085439806 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 -2 -5 -4
right_child=5 3 8 7 -6 -7 -8 -9 -10
leaf_value=-0.0046376141757484913 0.0015025754940312577 -0.0075617557923184208 -0.00015542612632391027 -0.0037169230157754031 0.0012012101117487837 0.012625651273740249 0.0072465933730738461 0.0030292185669874355 0.0041702012038675315
leaf_weight=1126.2787344455719 1044.9671009778976 1138.7282267808914 1229.1853779554367 1234.428071975708 778.41369593143463 212.77986431121826 717.73448491096497 388.23663651943207 1689.2480731010437
leaf_count=693 471 802 604 697 361 64 255 160 673
internal_value=0 -0.00124698 0.000531864 -0.00435396 -0.00225139 0.00478757 0.00384142 -0.00210285 0.00234833
internal_weight=0 7584.52 4823.13 2761.39 1904.69 1975.48 1762.7 1622.66 2918.43
internal_count=4780 3990 2331 1659 1054 790 726 857 1277
is_linear=0
shrinkage=0.06


Tree=7
num_leaves=10
num_cat=0
split_feature=7 43 65 106 60 18 57 58 93
split_gain=21.6267 8.02191 6.07658 5.64818 7.12339 4.20599 4.0338 4.06483 3.9325
threshold=0.00047558375808876013 0.0011261500185355546 0.10820819064974786 0.016668972559273246 0.0045489775948226461 0.0054799309000372895 0.0017376682371832433 0.00244467705488205 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 6 -1 7 -2 -6
right_child=1 -3 -4 -5 8 -7 -8 -9 -10
leaf_value=-0.0055354302267252731 0.0035561312680352131 -0.0010257737971596174 0.0089818251695033668 -0.0048421692925679841 0.01084497411358995 0.0022113686143127712 0.011630655363416889 -0.0012594064048347621 0.0027218156534068259
leaf_weight=2592.3360064029694 1985.5202147960663 2202.6275483369827 120.32138323783875 279.11116719245911 699.71748912334442 279.50872433185577 166.40598011016846 925.03143417835236 309.42031919956207
leaf_count=1716 774 1122 39 165 215 126 44 452 127
internal_value=0 0.00192619 -0.004228 0.00341571 0.00397979 -0.00478146 0.00254511 0.00202566 0.00835426
internal_weight=0 6567.83 2992.17 4365.21 4086.1 2871.84 3076.96 2910.55 1009.14
internal_count=4780 2899 1881 1777 1612 1842 1270 1226 342
is_linear=0
shrinkage=0.06


Tree=8
num_leaves=10
num_cat=0
split_feature=7 149 65 56 60 39 53 18 56
split_gain=19.1093 7.50798 5.36927 4.13228 6.86459 3.97882 4.45968 3.50789 3.29986
threshold=0.00047558375808876013 0.00060774214216507982 0.10820819064974786 0.00042089859198313212 0.018276390619575981 0.0027679565828293566 0.0056525857653468856 0.0037758676335215573 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 8 5 -3 7 -1 -7 -5 -2
right_child=1 3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.0055133871074045972 0.0030279663978560775 -0.0016588421948821367 0.00844291572650651 -0.0010027837282562669 0.010639556841471694 -0.0053887004256380523 0.0060062903192974392 0.0050713070641821949 0.007865128167290401
leaf_weight=2377.1335736513138 1800.4103944301605 2071.7852549552917 120.32138323783875 1218.9537551403046 293.64487433433533 243.3546222448349 251.35653483867645 475.92272841930389 707.11714565753937
leaf_count=1586 714 1074 39 610 84 159 97 176 241
internal_value=0 0.00181062 -0.00397432 0.00021641 0.00217018 -0.00449457 0.000400951 0.000702826 0.00439204
internal_weight=0 6567.83 2992.17 4060.31 1988.52 2871.84 494.711 1694.88 2507.53
internal_count=4780 2899 1881 1944 870 1842 256 786 955
is_linear=0
shrinkage=0.06


Tree=9
num_leaves=10
num_cat=0
split_feature=129 7 105 134 14 2 103 125 12
split_gain=19.0796 7.95369 4.53985 4.35713 3.99646 4.95291 3.77551 3.61011 4.04395
threshold=0.0053125319536775359 0.0015833032084628942 0.00052132029668428015 0.00038414125447161501 0.0063990866765379914 0.0012745757703669371 0.00042089859198313212 0.086341444402933135 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -4 8 -6
right_child=4 3 6 -5 7 -7 -8 -9 -10
leaf_value=-0.0061384047570660748 0.0060143665024117113 -0.0006080628401230778 -0.00073713630630509034 0.0049585581917655098 0.013719543091702013 -0.0047374847237518182 -0.0056909226804905105 0.014158075429047054 -0.0046747170274514076
leaf_weight=1351.7855377197266 2127.196387052536 1720.8835512399673 2262.7281847000122 717.14406955242157 48.519006013870239 166.29771029949188 733.37797856330872 51.92954695224762 380.13829481601715
leaf_count=940 728 823 1198 284 12 98 470 10 217
internal_value=0 -0.00171381 -0.003252 0.00102935 0.00419229 0.00523477 -0.00194971 -0.000782705 -0.0025927
internal_weight=0 6785.92 4347.89 2438.03 2774.08 2293.49 2996.11 480.587 428.657
internal_count=4780 3715 2608 1107 1065 826 1668 239 229
is_linear=0
shrinkage=0.06


Tree=10
num_leaves=10
num_cat=0
split_feature=147 56 18 18 107 97 141 133 99
split_gain=11.6007 6.48625 5.5951 5.40389 5.53086 6.1391 4.66409 3.99795 3.67031
threshold=0.00085274505545385193 0.00080172589514404546 0.0081988852471113222 0.0031340263085439806 0.004017772153019906 0.00017767510871635753 0.022641776129603389 0.0048403022810816774 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 5 -2 -1 -8 -3
right_child=1 8 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.005581850217672873 -0.0024487372802036978 0.0028488273196837803 0.0048385084255074704 0.003831021587198937 -0.0044534905212979528 0.0029214744575921346 -0.0094646864930641623 0.0073696106957659201 0.0092740700853794125
leaf_weight=1919.4562213420868 1402.2923294305801 1358.0990891456604 254.8635048866272 1145.8132110834122 1108.6474550962448 1689.8266477584839 68.873981833457947 193.3891795873642 418.73864674568176
leaf_count=1283 757 552 100 454 673 703 54 72 132
internal_value=0 0.00122239 -0.0035737 0.000178661 -0.000817568 0.000486055 -0.0045564 0.00294869 0.00436303
internal_weight=0 7123.42 2436.58 5346.58 4200.77 3092.12 2181.72 262.263 1776.84
internal_count=4780 3271 1509 2587 2133 1460 1409 126 684
is_linear=0
shrinkage=0.06


Tree=11
num_leaves=10
num_cat=0
split_feature=58 75 129 19 143 141 77 126 134
split_gain=12.5333 8.0249 5.59942 5.11307 4.27592 3.79818 3.5749 3.36613 2.60981
threshold=0.0053125319536775359 0.0005375427135732026 0.0053125319536775359 0.00017767510871635753 0.035692447796463973 0.010829726699739696 0.00057154725072905432 0.0045489775948226461 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -2 -4
right_child=7 2 8 4 -6 -7 -8 -9 -10
leaf_value=-0.0031012311336423492 -0.0029044312218077417 -0.0078657077003238887 0.0040186909371018875 -0.0066149949982616668 0.0087510618654274286 0.0052467752491956142 0.00054503690134766495 -0.012225867031611718 0.01160538463961258
leaf_weight=1183.462816119194 2624.5246742963791 230.7850193977356 2136.6328955888748 287.58338463306427 260.32273852825165 537.30062460899353 1975.3613396883011 147.29274201393127 176.73403203487396
leaf_count=737 1537 163 800 187 85 199 903 126 43
internal_value=0 0.00138823 0.0023362 0.000746256 0.00139565 0.000711858 -0.000364886 -0.00339977 0.00459829
internal_weight=0 6788.18 5604.72 3291.35 3060.57 2800.25 2262.94 2771.82 2313.37
internal_count=4780 3117 2380 1537 1374 1289 1090 1663 843
is_linear=0
shrinkage=0.06


Tree=12
num_leaves=10
num_cat=0
split_feature=75 58 129 60 118 8 59 14 94
split_gain=10.7208 8.11123 4.94765 4.82037 3.71468 3.6191 5.13043 3.03481 3.11341
threshold=0.0005375427135732026 0.0053125319536775359 0.0053125319536775359 0.0033348383149132137 0.014293605927377941 0.0053125319536775359 0.031632266007363803 0.0063990866765379914 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 5 -3 -1 -2 -7 8 -4
right_child=1 3 7 -5 -6 6 -8 -9 -10
leaf_value=-0.0047199119331375744 -0.0011021981473103295 -0.0040807268238874277 0.003788350891529269 0.0027387884884551841 0.004065405477262537 0.0017179055897785949 0.013453807551802094 -0.00071254096298430461 0.0091649308965039405
leaf_weight=1825.2501755952835 1806.6055388450623 1434.2289355993271 1416.1747142076492 504.36420524120331 191.43691599369049 1335.6835799217224 149.06398808956146 363.29028904438019 533.90192437171936
leaf_count=1227 916 863 523 220 90 582 39 178 142
internal_value=0 0.0010389 0.00219602 -0.00230649 -0.00388595 0.00070148 0.00289615 0.00432239 0.00526038
internal_weight=0 7543.31 5604.72 1938.59 2016.69 3291.35 1484.75 2313.37 1950.08
internal_count=4780 3463 2380 1083 1317 1537 621 843 665
is_linear=0
shrinkage=0.06


Tree=13
num_leaves=10
num_cat=0
split_feature=75 93 39 65 31 72 52 18 55
split_gain=9.47289 5.85957 4.86647 4.67405 3.66979 3.81524 3.54594 3.02113 3.60301
threshold=0.0005375427135732026 0.00096484774257987748 0.0056525857653468856 0.10820819064974786 0.0012357163941487672 0.001792412775103003 0.00899649551138282 0.13848232477903369 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 -2 -4 8 -3
right_child=1 7 6 -5 -6 -7 -8 -9 -10
leaf_value=-0.0042607325102394216 -0.0050849381786231586 -0.0017794017858937816 0.0037138993501989064 0.010071790391847473 0.0041083770068515236 0.001165687112448507 0.010914515867252205 0.01000552971805441 0.0046800246959159894
leaf_weight=1931.1461215019226 475.99547612667084 3042.5037288665771 946.09693586826324 85.540970087051392 964.89720523357391 1344.541513800621 332.81196022033691 90.216930150985718 346.2494250535965
leaf_count=1293 299 1570 352 24 373 624 88 28 129
internal_value=0 0.000976566 0.00252372 -0.0036528 0.00111691 -0.000468594 0.00558772 -0.00083091 -0.0011194
internal_weight=0 7543.31 4064.34 2016.69 2785.43 1820.54 1278.91 3478.97 3388.75
internal_count=4780 3463 1736 1317 1296 923 440 1727 1699
is_linear=0
shrinkage=0.06


Tree=14
num_leaves=10
num_cat=0
split_feature=129 36 8 143 92 147 106 18 58
split_gain=11.6926 5.83948 6.31891 3.92309 4.84601 3.26137 3.06211 2.93933 2.93295
threshold=0.0053125319536775359 0.047455845400691039 0.00244467705488205 0.035692447796463973 0.00244467705488205 0.068554218858480467 0.016668972559273246 0.13848232477903369 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 8 -5 7 -2 -1 -4
right_child=6 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.0048551788515838077 0.0037869969430416252 0.011451021499050968 0.00069305621409006236 0.011197478226435711 -0.0066944166488992008 0.0043892095298763353 -0.0045851308137425878 0.011239172431685316 -0.0026533785199052999
leaf_weight=2264.91053211689 2606.7106739282608 126.06990420818329 2324.816606760025 212.77986431121826 73.26065456867218 156.36721551418304 167.3702712059021 41.601495027542114 1586.1130492687225
leaf_count=1490 971 39 1079 64 43 60 94 11 929
internal_value=0 -0.00134163 -0.00158379 -0.000168019 0.00661501 -0.0039964 0.00328188 -0.00456489 -0.000664121
internal_weight=0 6785.92 6659.85 4196.97 286.041 2462.88 2774.08 2306.51 3910.93
internal_count=4780 3715 3676 2115 107 1561 1065 1501 2008
is_linear=0
shrinkage=0.06


Tree=15
num_leaves=10
num_cat=0
split_feature=58 75 129 49 56 18 135 60 7
split_gain=8.71634 4.98295 4.10506 3.53205 4.75719 3.59468 2.9303 2.86593 3.16804
threshold=0.0053125319536775359 0.0005375427135732026 0.02636832278221846 0.00096484774257987748 0.00080172589514404546 0.00017767510871635753 0.0013986918493174019 0.0033348383149132137 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4 -2 -9
right_child=7 2 6 -5 -6 -7 -8 8 -10
leaf_value=-0.0023799738128085215 -0.003889445345398296 -0.0016855315390249404 0.0064544012669699256 -0.0034671915197720571 0.0051521224695875913 0.0024450074162239081 -0.0069641538000821341 -0.0056293754726607472 0.003524750139508686
leaf_weight=1183.462816119194 2134.4776365756989 1402.6898865699768 866.41275656223297 522.76691746711731 1098.4750357866287 1651.5392645597458 62.836173534393311 196.9807380437851 440.35904169082642
leaf_count=737 1344 718 274 280 384 685 39 139 180
internal_value=0 0.0011577 0.00190469 0.00118078 0.00176589 0.00054801 0.00554703 -0.0028352 0.000695511
internal_weight=0 6788.18 5604.72 4675.47 4152.7 3054.23 929.249 2771.82 637.34
internal_count=4780 3117 2380 2067 1787 1403 313 1663 319
is_linear=0
shrinkage=0.06


Tree=16
num_leaves=10
num_cat=0
split_feature=98 99 1 86 135 73 124 36 60
split_gain=8.23445 7.72033 4.51621 3.38301 3.74755 3.74401 2.9754 2.90982 3.58644
threshold=0.0044099434744566688 0.0084566329605877417 0.0018488886416889729 0.00037263428384903824 0.0063990866765379914 0.027182282879948619 0.00017767510871635753 0.0041444667149335155 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 7 -1 -6 -5 -9
right_child=2 -3 -4 4 6 -7 -8 8 -10
leaf_value=-0.0021227262325153326 -0.0048330918380143518 0.0058970680320473692 -0.00025094379370983001 0.0030751778760522868 0.0070442057688279878 0.0046221666978451519 -0.012008661629471153 0.0058320039332759224 -0.0071547772399830544
leaf_weight=2280.8297688961029 1549.7542482614517 1061.4530717134476 1547.6564892530441 2277.5985419750214 39.359944105148315 340.50090408325195 117.87513339519501 114.66929137706757 230.30287384986877
leaf_count=1302 1011 372 783 896 14 129 91 44 138
internal_value=0 0.00121909 -0.00254357 0.000299755 0.00175794 -0.00124659 -0.00723924 0.00229737 -0.00283795
internal_weight=0 6462.59 3097.41 5401.14 2779.81 2621.33 157.235 2622.57 344.972
internal_count=4780 2986 1794 2614 1183 1431 105 1078 182
is_linear=0
shrinkage=0.06


Tree=17
num_leaves=10
num_cat=0
split_feature=129 36 18 135 14 43 96 81 12
split_gain=8.968 5.04659 5.28766 3.31932 3.86533 3.66725 3.42778 2.87467 2.7231
threshold=0.0053125319536775359 0.047455845400691039 0.00017767510871635753 0.0015833032084628942 0.0063990866765379914 0.0011261500185355546 0.00093549740267917525 0.0018488886416889729 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -2 -6
right_child=3 -3 -4 -5 8 6 -8 -9 -10
leaf_value=-0.0029905570305993048 0.0011527917897350005 0.010717514360988169 0.00039702988110962252 -0.0018182806589710334 0.014009354367423609 -0.016343852436920454 0.0015774460363477286 0.0074066613629679952 -0.0027862448707059676
leaf_weight=3533.0582970380783 334.84881222248077 126.06990420818329 3126.7911205291748 453.89293563365936 38.09452497959137 45.59061062335968 244.34259474277496 1261.2894574403763 396.02200949192047
leaf_count=2147 134 39 1529 226 8 39 91 361 206
internal_value=0 -0.00117497 -0.00140009 0.00287419 0.00379216 0.00496708 -0.00124059 0.00609468 -0.0013124
internal_weight=0 6785.92 6659.85 2774.08 2320.19 1886.07 289.933 1596.14 434.117
internal_count=4780 3715 3676 1065 839 625 130 495 214
is_linear=0
shrinkage=0.06


Tree=18
num_leaves=10
num_cat=0
split_feature=58 7 134 36 107 108 129 9 70
split_gain=6.81742 5.49028 3.43353 3.22832 3.18879 4.19511 3.23126 2.8114 2.74983
threshold=0.0053125319536775359 0.00047558375808876013 0.0011261500185355546 0.047455845400691039 0.004017772153019906 0.0051502294372767219 0.0053125319536775359 0.00073092587990686308 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 8 -4 -7
right_child=-2 2 7 -5 5 6 -8 -9 -10
leaf_value=-0.0018273862056493438 -0.0025074174980112031 0.0021243132243470909 0.012855058420439465 0.011128746065296364 -0.008266144262692305 -0.0095302705110099969 0.0066046840460617763 0.0021863837243339184 0.0011525294116785149
leaf_weight=1790.1077274084091 2771.8174163103104 3648.3636630773544 184.82053303718567 124.80448508262634 261.96203339099884 131.71015536785126 220.96279442310333 171.37122750282288 254.08023130893707
leaf_count=1074 1663 1449 45 33 170 93 71 63 119
internal_value=0 0.00102385 0.00204505 0.00160942 0.00134641 -0.00192057 0.000819099 0.00772214 -0.00249461
internal_weight=0 6788.18 4998.08 4641.88 4517.08 868.715 606.753 356.192 385.79
internal_count=4780 3117 2043 1935 1902 453 283 108 212
is_linear=0
shrinkage=0.06


Tree=19
num_leaves=10
num_cat=0
split_feature=129 126 8 59 71 127 133 81 72
split_gain=7.32514 4.21327 4.05052 3.85112 3.60924 2.8566 3.6797 3.65936 2.512
threshold=0.0053125319536775359 0.0045489775948226461 0.0048403022810816774 0.031632266007363803 0.004017772153019906 0.00017767510871635753 0.0022272822679951791 0.00080172589514404546 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 7 -1 -6
right_child=-2 -3 3 -5 8 -7 -8 -9 -10
leaf_value=-0.0041458577318137886 0.0025976173236509372 -0.0083297176635738109 0.0035558832811493166 0.0091783073685924033 -0.00017499279351624399 -0.0041015688763818559 -0.0031050805677252588 0.0038826523965121216 -0.0062094931615570646
leaf_weight=275.01378178596497 2774.0809451341629 275.49592733383179 857.24185395240784 190.85834133625031 1494.7508105039597 1484.9776518344879 1114.0102596282959 795.75568795204163 297.81500744819641
leaf_count=191 1065 216 335 60 782 931 653 366 181
internal_value=0 -0.0010619 -0.000754359 0.000946664 0.000353762 -0.00207108 -0.00069097 0.00182063 -0.00117756
internal_weight=0 6785.92 6510.42 2840.67 2649.81 3669.76 2184.78 1070.77 1792.57
internal_count=4780 3715 3499 1358 1298 2141 1210 557 963
is_linear=0
shrinkage=0.06


Tree=20
num_leaves=10
num_cat=0
split_feature=129 39 128 36 93 96 76 90 21
split_gain=6.4725 4.24717 4.14315 3.34916 3.34459 2.93588 3.96579 2.96181 2.76158
threshold=0.0053125319536775359 0.0019071503775194289 0.028884131461381916 0.013439828064292671 0.0084566329605877417 0.0042751494329422721 0.00093549740267917525 0.00055427959887310873 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 8 6 7 -1 -3
right_child=-2 4 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.0014628640533400341 0.0024417602286492574 0.0016731079585531031 -0.002091952952553989 0.016404160083401453 -0.0035128145621736964 -0.0064566004478183456 -0.0071705370387681955 0.0086379970534808254 -0.012207568141335903
leaf_weight=2060.5538189411163 2774.0809451341629 2698.6396466493607 67.415704488754272 73.851069927215576 607.03062772750854 671.12037968635559 444.61376321315765 110.0897604227066 52.604550719261169
leaf_count=1207 1065 1207 38 14 357 461 341 45 45
internal_value=0 -0.000998191 -0.00248398 0.0075774 0.000518289 -0.00291647 -0.00200801 -0.000950573 0.00140771
internal_weight=0 6785.92 3427.64 141.267 3358.27 3286.38 2615.26 2170.64 2751.24
internal_count=4780 3715 2106 52 1609 2054 1593 1252 1252
is_linear=0
shrinkage=0.06


Tree=21
num_leaves=10
num_cat=0
split_feature=7 106 135 115 105 93 96 33 18
split_gain=5.76121 3.4255 3.64339 3.07281 2.83737 3.57104 3.77945 2.70605 2.51365
threshold=0.00047558375808876013 0.020035739988088611 0.0013986918493174019 0.013032016810029747 0.00052132029668428015 0.00096484774257987748 0.0054799309000372895 0.0053125319536775359 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 -1 6 7 -6 -2
right_child=1 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.0051807494471281272 0.0011561595038076208 -0.0042884955544055942 -0.0010048493950755178 0.0033831969068950328 0.0050621563233779719 -0.0039155502316594419 -0.0082784583972932615 -0.007192016102303132 0.0041078589130679327
leaf_weight=1101.899120926857 2790.3266948461533 414.03900527954102 1708.9889521598816 319.06152665615082 555.41404950618744 829.13873076438904 113.19917333126068 73.453512787818909 1654.4795006513596
leaf_count=800 1192 246 862 150 244 547 87 53 599
internal_value=0 0.000994171 0.0013496 -0.00218222 -0.0028465 -0.00120948 0.00181412 0.00363083 0.00225486
internal_weight=0 6567.83 6153.8 2992.17 2673.1 1571.21 742.067 628.868 4444.81
internal_count=4780 2899 2653 1881 1731 931 384 297 1791
is_linear=0
shrinkage=0.06


Tree=22
num_leaves=10
num_cat=0
split_feature=129 8 58 52 97 135 93 92 93
split_gain=5.31555 4.8662 2.90859 3.74506 2.8205 2.79105 2.93541 2.39563 2.35624
threshold=0.02636832278221846 0.0031340263085439806 0.0053125319536775359 0.0060143163427710542 0.0098710241727530974 0.0013986918493174019 0.0033348383149132137 0.00055427959887310873 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 -1 7 -7 -2 -3
right_child=5 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.0026657912478009146 -0.0016588808816562347 0.0012232536926781372 -0.001448212887412616 0.0048974798530702062 0.0031755729553057744 -0.016476044406961352 0.0061388449816762308 0.0062835493572345304 -0.0042050553270204308
leaf_weight=3341.8260799646378 164.74300384521484 2048.5374058485031 1495.0282571315765 960.90808963775635 326.6658821105957 46.759600639343262 37.021964073181152 803.57658302783966 334.93340063095093
leaf_count=2008 77 882 856 345 127 40 12 235 198
internal_value=0 -0.000497524 0.000751823 0.0017353 -0.00214564 0.00402327 -0.00648282 0.00493228 0.000460449
internal_weight=0 8507.9 4839.41 3344.38 3668.49 1052.1 83.7816 968.32 2383.47
internal_count=4780 4416 2281 1425 2135 364 52 312 1080
is_linear=0
shrinkage=0.06


Tree=23
num_leaves=10
num_cat=0
split_feature=72 58 93 134 36 8 83 102 20
split_gain=4.91952 3.84859 3.42279 3.39488 3.46768 2.68343 1.95145 2.16194 1.8878
threshold=0.0012357163941487672 0.001792412775103003 0.00096484774257987748 0.00070876078098081063 0.047455845400691039 0.00747153488919139 0.02636832278221846 0.010829726699739696 0.018276390619575981
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 3 6 4 8 -1 7 -3 -2
right_child=1 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.0034335151235177679 0.0014572952673859291 0.0030492555461620117 -0.0019764257923926645 0.0082037069565631428 0.011136982803560722 0.0020023520038709264 -0.0036970195756523285 -0.0037609890586192247 -0.0087894231879741599
leaf_weight=1835.4817984104156 2657.7368367910385 1405.8348215818405 2327.3119229078293 318.09723556041718 132.79455697536469 397.78141486644745 228.06132292747498 190.557213306427 66.343143582344055
leaf_count=1221 1113 583 1268 100 30 178 141 104 42
internal_value=0 0.000751447 -0.000451095 0.00232396 0.00166928 -0.0024653 0.00149465 0.00223633 0.00120774
internal_weight=0 7326.74 4151.77 3174.97 2856.87 2233.26 1824.45 1596.39 2724.08
internal_count=4780 3381 2096 1285 1185 1399 828 687 1155
is_linear=0
shrinkage=0.06


Tree=24
num_leaves=10
num_cat=0
split_feature=98 60 84 21 58 99 63 124 31
split_gain=5.08068 3.17045 3.79319 3.17539 3.09571 5.17135 2.75229 2.46947 2.40196
threshold=0.0044099434744566688 0.010829726699739696 0.000490355829242617 0.002945306478068233 0.0081988852471113222 0.0056525857653468856 0.0068083447404205808 0.0038949446752667431 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -4 -7 -9
right_child=-2 2 6 -5 -6 7 -8 8 -10
leaf_value=-2.556155592590144e-06 -0.0019979615908488789 -0.0029825626766672979 0.0052988070730066485 0.013726054252463057 -0.0031307499344477123 0.0067604594558224951 0.015990158336933343 -0.0055406632802375618 0.0043832153286229329
leaf_weight=3893.4184871912003 3097.4107375144958 262.35959053039551 304.35864269733429 48.519006013870239 743.41674315929413 710.43125748634338 121.20108592510223 138.24194991588593 240.64276647567749
leaf_count=1875 1794 131 103 12 454 234 25 74 78
internal_value=0 0.000957589 0.0046633 -0.000374839 0.000480999 0.00101987 0.00834375 0.0046742 0.000762335
internal_weight=0 6462.59 736.438 310.879 5726.15 4982.73 425.56 1089.32 378.885
internal_count=4780 2986 271 143 2715 2261 128 386 152
is_linear=0
shrinkage=0.06


Tree=25
num_leaves=10
num_cat=0
split_feature=98 99 1 60 9 101 18 130 36
split_gain=4.48929 5.16845 3.31723 2.96499 2.91797 2.91744 2.73381 2.62972 2.07887
threshold=0.0044099434744566688 0.0084566329605877417 0.0018488886416889729 0.0033348383149132137 0.0026012937305495147 0.0087224207818508166 0.0031340263085439806 0.00062670491752214741 0.047455845400691039
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 -3 8 -5 -7 -1
right_child=2 4 3 6 -6 7 -8 -9 -10
leaf_value=-0.00053864802487657256 -0.003840293946479242 0.0055322937044291207 -0.0019641129522949934 0.00045004840970998896 -0.0075720043199922439 0.0022913453228787621 0.0090457770692961379 0.012851238058760629 0.0080795406634487643
leaf_weight=4680.5818471908569 1549.7542482614517 996.2789181470871 961.35471308231354 381.7048419713974 65.174153566360474 515.95767629146576 204.59693419933319 101.61754298210144 102.97939121723175
leaf_count=2332 1011 331 547 179 41 225 57 23 34
internal_value=0 0.000900134 -0.00187808 8.67858e-05 0.00472768 0.00014793 0.00344963 0.0040289 -0.000353118
internal_weight=0 6462.59 3097.41 1547.66 1061.45 5401.14 586.302 617.575 4783.56
internal_count=4780 2986 1794 783 372 2614 236 248 2366
is_linear=0
shrinkage=0.06


Tree=26
num_leaves=10
num_cat=0
split_feature=130 112 126 124 36 22 74 45 52
split_gain=3.94119 3.93771 3.89822 3.35499 2.64483 2.93772 2.77066 3.10068 2.29754
threshold=0.00090704852482303988 0.00082683752407319855 0.0045489775948226461 0.0022272822679951791 0.047455845400691039 0.00060774214216507982 0.00064626874518580746 0.0016846025246195497 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 6 7 -1 -7
right_child=3 -3 -4 -5 -6 8 -8 -9 -10
leaf_value=-0.003829289582253819 0.0085764010607153641 -0.0025753644310249624 -0.0076548173250982291 0.0008354724670942813 0.0087877510352623554 0.0010917096713400959 0.0023994494603875914 5.8904482031521188e-05 0.0057052136671287531
leaf_weight=1117.8065170049667 335.34279847145081 2196.7470761537552 211.29790556430817 505.2439079284668 139.90492618083954 1375.0435240268707 961.87238073348999 2175.0539335012436 541.68729734420776
leaf_count=671 100 1294 166 206 41 596 395 1123 188
internal_value=0 -0.000378254 0.000361704 0.00392363 0.000630088 0.000445157 -0.000433475 -0.001261 0.00239553
internal_weight=0 8719.41 6522.67 840.587 6311.37 6171.46 4254.73 3292.86 1916.73
internal_count=4780 4474 3180 306 3014 2973 2189 1794 784
is_linear=0
shrinkage=0.06


Tree=27
num_leaves=10
num_cat=0
split_feature=43 135 18 101 18 4 75 49 102
split_gain=3.98355 3.65323 3.58115 3.53247 3.78774 2.82079 2.90268 2.57957 2.74031
threshold=0.0011261500185355546 0.0023699469165876512 0.0013986918493174019 0.0060143163427710542 0.0037758676335215573 0.0005375427135732026 0.00017767510871635753 0.00087947337306104611 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -5 -7 8 -3
right_child=2 7 -4 4 -6 6 -8 -9 -10
leaf_value=0.00066118189691433387 -0.0030159748951052476 -0.012107670369888416 0.0011536707811061761 -0.0047229598041479927 0.010290380237247954 -0.0098171515183853621 0.0056477766729202562 -0.013215112649883565 0.00014388490904688588
leaf_weight=4636.4850360155106 2276.2265565395355 79.491321086883545 1099.8132026195526 162.8871693611145 295.78999614715576 47.928590655326843 494.33728134632111 87.577822089195251 379.4632910490036
leaf_count=2132 1421 68 513 100 76 41 177 70 182
internal_value=0 0.000904957 -0.00165763 0.00135903 0.00459154 0.00220105 0.0042809 -0.00377874 -0.00197809
internal_weight=0 6183.96 3376.04 5637.43 1000.94 705.153 542.266 546.532 458.955
internal_count=4780 2846 1934 2526 394 318 218 320 250
is_linear=0
shrinkage=0.06


Tree=28
num_leaves=10
num_cat=0
split_feature=126 112 39 80 78 115 144 141 98
split_gain=3.78596 3.49258 3.43059 3.30477 2.70256 2.61678 2.77464 2.84063 2.60093
threshold=0.0045489775948226461 0.0014881226234138014 0.0027679565828293566 0.0036604277556762104 0.016668972559273246 0.013032016810029747 0.00082683752407319855 0.0010263677686452868 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 8 -7 -8 -1
right_child=-2 -3 3 -5 -6 6 7 -9 -10
leaf_value=-0.00010689784866285001 -0.0060940523624780406 -0.0023322469510170243 -0.0014477356035288397 0.0039932147039544869 0.0031242885246103038 0.0070667171985899328 0.0042233237885829916 -0.0024874541455094262 -0.003963777051921703
leaf_weight=1756.4235565662384 353.43254196643829 1581.3406600952148 1160.6006834506989 1730.861408829689 777.06368839740753 282.34069061279297 386.58550095558167 550.34053230285645 981.01100373268127
leaf_count=937 263 920 565 625 291 94 134 279 672
internal_value=0 0.000233946 0.00076613 0.00208782 0.000385788 -0.000459301 0.00185271 0.000281483 -0.00148908
internal_weight=0 9206.57 7625.23 3668.53 1937.66 3956.7 1219.27 936.926 2737.43
internal_count=4780 4517 3597 1481 856 2116 507 413 1609
is_linear=0
shrinkage=0.06


Tree=29
num_leaves=10
num_cat=0
split_feature=126 130 112 72 48 124 148 98 140
split_gain=3.34528 3.38048 3.24357 2.35041 2.31784 2.24065 2.1956 1.86271 2.62704
threshold=0.0045489775948226461 0.00090704852482303988 0.00082683752407319855 0.030689206905663017 0.00064626874518580746 0.0022272822679951791 0.023343417793512348 0.0044099434744566688 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 7 -3 -5 -1 -9
right_child=-2 3 -4 6 -6 -7 -8 8 -10
leaf_value=0.00094764394305951608 -0.0057284091833154568 0.0089943855215721333 -0.0021861508142262459 0.0033438029631630405 0.0053436211687022837 0.0021687971722203865 -0.014148206249241548 -0.0041704714715477898 0.0005615806769723689
leaf_weight=4224.2900245189667 353.43254196643829 309.72144722938538 2088.3202919960022 57.870926141738892 342.26030945777893 392.6233092546463 46.663171529769897 716.91568922996521 1027.9025555849075
leaf_count=1922 263 83 1216 20 101 149 35 451 540
internal_value=0 0.000219909 -0.000136431 0.00392944 0.000541785 0.00517876 -0.00446449 0.000266455 -0.00138274
internal_weight=0 9206.57 8399.69 806.879 6311.37 702.345 104.534 5969.11 1744.82
internal_count=4780 4517 4230 287 3014 232 55 2913 991
is_linear=0
shrinkage=0.06


Tree=30
num_leaves=10
num_cat=0
split_feature=111 36 131 19 18 101 49 43 72
split_gain=2.99317 2.76031 3.32607 3.83548 2.97208 2.80932 2.23451 2.932 2.39011
threshold=0.0031340263085439806 0.047455845400691039 0.040252277627587325 0.00096484774257987748 0.0045489775948226461 0.0060143163427710542 0.0014881226234138014 0.0045489775948226461 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 8 -8 -1
right_child=-2 -3 3 -5 5 -7 7 -9 -10
leaf_value=-0.0026331557914166686 0.0062734717054305379 0.0070065564054053323 -0.010445822746614148 0.0050916194901785431 0.00018028369089597823 0.0062816604256299433 -0.008148106729218195 0.0030353091238106184 -0.00013586194560986507
leaf_weight=1951.3200798034668 266.16768860816956 188.52036130428314 62.932602643966675 627.42112565040588 927.86340045928955 384.15109181404114 328.3051769733429 113.59673047065735 4709.7220091819763
leaf_count=1266 90 58 44 222 420 127 212 48 2293
internal_value=0 -0.000179667 -0.000328454 0.00367523 -0.000656911 0.00196674 -0.00114154 -0.00527326 -0.000867432
internal_weight=0 9293.83 9105.31 690.354 8414.96 1312.01 7102.94 441.902 6661.04
internal_count=4780 4690 4632 266 4366 547 3819 260 3559
is_linear=0
shrinkage=0.06


Tree=31
num_leaves=10
num_cat=0
split_feature=129 145 105 93 105 134 96 16 67
split_gain=3.39864 2.61162 2.60274 3.62695 2.04576 1.92773 3.874 3.5069 2.52155
threshold=0.02636832278221846 0.0072436286136507997 0.00042089859198313212 0.00096484774257987748 0.017724351026117805 0.00043393640953581786 0.0092791137285530585 0.000490355829242617 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 7 -4 -9
right_child=1 -3 3 4 -6 -7 -8 8 -10
leaf_value=-0.0026244954674380714 0.0039484585963509939 -0.0090007922734554671 0.002256253520674472 -0.0016019990241205255 0.0035653587583339827 0.0048064352233811985 -0.0066417009583035593 -0.0091161362202938252 0.0086779911064274861
leaf_weight=1546.3437073230743 992.67551898956299 59.42563259601593 2276.5141403675079 3412.5914183855057 300.06839907169342 547.7251056432724 224.6507819890976 165.32157850265503 34.683984041213989
leaf_count=1013 323 41 959 1862 119 203 143 107 10
internal_value=0 0.00321705 -0.000397826 9.6776e-05 -0.00118436 0.00156079 0.000902654 0.00158702 -0.00603037
internal_weight=0 1052.1 8507.9 6961.56 3712.66 3248.9 2701.17 2476.52 200.006
internal_count=4780 364 4416 3403 1981 1422 1219 1076 117
is_linear=0
shrinkage=0.06


Tree=32
num_leaves=10
num_cat=0
split_feature=31 78 22 49 71 93 136 131 92
split_gain=2.65635 2.6519 3.12825 2.71167 2.68008 2.47981 2.43733 2.28159 2.00049
threshold=0.0014427106943912806 0.12087306752800943 0.00073092587990686308 0.0011615398107096555 0.025578102096915249 0.00082683752407319855 0.0013560238294303419 0.0013146653072908523 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -2 7 -1 -5
right_child=5 -3 -4 8 -6 -7 -8 -9 -10
leaf_value=-0.0012098418485232746 0.0030580588853554454 0.005006345304193598 0.0015667194797910451 -0.0023787428906465683 -0.0039683606964597985 -0.00030536918752202541 -0.0059098517595728419 0.0022076298702308084 -0.013256924159225776
leaf_weight=2095.635360121727 1623.9774904251099 280.09913969039917 1366.0773203372955 120.80352878570557 1077.7478877305984 1535.098727107048 279.4004545211792 1058.5128356218338 122.6475225687027
leaf_count=1178 627 97 608 64 740 728 180 458 100
internal_value=0 -0.000702625 -0.000963877 -0.00169094 -0.00135808 0.00142366 -0.000538742 -6.29592e-05 -0.00785903
internal_weight=0 6400.92 6120.82 4754.75 4511.3 3159.08 3433.55 3154.15 243.451
internal_count=4780 3425 3328 2720 2556 1355 1816 1636 164
is_linear=0
shrinkage=0.06


Tree=33
num_leaves=10
num_cat=0
split_feature=43 60 41 109 124 145 119 135 141
split_gain=2.76601 3.59348 2.80453 2.90504 2.24523 3.03952 2.38025 2.32141 2.1354
threshold=0.0012745757703669371 0.0017376682371832433 0.00040826165059115743 0.0058306583669036635 0.0063990866765379914 0.00080172589514404546 0.00044738779251929378 0.0013986918493174019 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 -3 -7 -6 -2
right_child=2 4 -4 -5 7 6 -8 -9 -10
leaf_value=-0.00031020883168952446 -0.0015446955164486137 0.0074590485374244333 0.0025134151475860625 -0.00080724864066835484 0.0011330243204953354 -8.2412544491333812e-05 0.0072553630501950659 -0.010324233982210688 -0.0074370496255822425
leaf_weight=4168.914414525032 379.25859212875366 578.41997408866882 537.68634104728699 1750.4703366756439 708.76828122138977 620.49177396297455 214.04528343677521 69.946542739868164 531.99872708320618
leaf_count=2091 231 185 219 986 267 280 70 50 401
internal_value=0 0.000723829 -0.00143901 -0.00223742 0.00269074 0.0041164 0.00179961 0.000103898 -0.0049847
internal_weight=0 6360.59 3199.41 2661.73 2191.67 1412.96 834.537 778.715 911.257
internal_count=4780 2943 1837 1618 852 535 350 317 632
is_linear=0
shrinkage=0.06


Tree=34
num_leaves=10
num_cat=0
split_feature=126 98 129 99 57 28 4 36 49
split_gain=2.80802 2.55315 2.01905 2.61632 2.83146 2.01509 3.8665 3.07336 2.45907
threshold=0.0045489775948226461 0.0044099434744566688 0.02636832278221846 0.013439828064292671 0.0017376682371832433 0.00085274505545385193 0.00046126570669002836 0.022641776129603389 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -7
right_child=-2 -3 -4 -5 -6 8 7 -9 -10
leaf_value=-0.0022735653543588664 -0.0052482889962428714 -0.0012442779661775128 0.0035961428908320527 0.0040869288522223657 0.0063674602615256372 -0.0011103352594444415 0.0020759782694030515 0.014108230331276773 -0.0088009193601371397
leaf_weight=889.45590674877167 353.43254196643829 2975.9322049617767 857.25369465351105 632.00065660476685 237.13579642772675 1980.9051617383957 1391.1082562208176 80.865010023117065 161.91103756427765
leaf_count=515 263 1695 276 221 75 952 654 20 109
internal_value=0 0.000201477 0.000892012 0.000460603 -2.27667e-05 -0.000359194 0.000849713 0.00273699 -0.00169144
internal_weight=0 9206.57 6230.64 5373.38 4741.38 4504.25 2361.43 1471.97 2142.82
internal_count=4780 4517 2822 2546 2325 2250 1189 674 1061
is_linear=0
shrinkage=0.06


Tree=35
num_leaves=10
num_cat=0
split_feature=126 130 124 98 1 58 137 137 59
split_gain=2.48116 2.38756 2.25897 2.18783 2.9848 2.43169 2.21411 1.9693 1.86521
threshold=0.0045489775948226461 0.00090704852482303988 0.0022272822679951791 0.0044099434744566688 0.0018488886416889729 0.0081988852471113222 0.0046923852059990176 0.00017767510871635753 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 7 -1 -7 -5 -6
right_child=-2 2 -4 4 8 6 -8 -9 -10
leaf_value=0.0010419178521452852 -0.0049333916645379642 0.0071167366869343916 0.00066145050338713748 -0.0019875659762028423 -0.0064412205537876044 -0.0036011142846377928 0.010309463158615318 -0.006931354471742146 0.0011880226954454115
leaf_weight=4920.2958446741104 353.43254196643829 330.66683840751648 476.21201574802399 982.38469266891479 127.03419530391693 658.75547575950623 43.939475059509277 411.59275543689728 1255.6864318847656
leaf_count=2183 263 96 191 624 89 416 13 298 607
internal_value=0 0.000189389 0.00330689 -0.00011008 -0.00148807 0.000570387 -0.00273129 -0.00344729 0.000487104
internal_weight=0 9206.57 806.879 8399.69 2776.7 5622.99 702.695 1393.98 1382.72
internal_count=4780 4517 287 4230 1618 2612 429 922 696
is_linear=0
shrinkage=0.06


Tree=36
num_leaves=10
num_cat=0
split_feature=18 149 83 8 134 135 87 77 96
split_gain=2.44014 3.24434 2.70535 2.48363 2.45682 2.32093 3.04196 2.15629 2.02594
threshold=0.0037758676335215573 0.000490355829242617 0.011519505176693203 0.0015833032084628942 0.00070876078098081063 0.0027679565828293566 0.0022975050378590827 0.0013146653072908523 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 5 8 7 -2 -7 -5 -1
right_child=2 -3 -4 4 -6 6 -8 -9 -10
leaf_value=2.6877476643799994e-05 0.0014173201020831845 -0.0013746490879808907 0.004949669934385479 -0.0028961713544286278 0.010672777070582793 -0.014297376182901984 0.001095235899520478 0.003023051348095997 -0.00732035954443872
leaf_weight=1002.0883461236954 874.87313330173492 4983.9897429943085 689.77515363693237 268.30096971988678 127.04603600502014 85.336271166801453 100.83426940441132 1271.5938279628754 156.16251659393311
leaf_count=513 355 2803 236 141 30 73 42 478 109
internal_value=0 -0.000453887 0.00202447 0.00117045 0.00265335 0.00012283 -0.00596038 0.00199173 -0.000963722
internal_weight=0 7809.18 1750.82 2825.19 1666.94 1061.04 186.171 1539.89 1158.25
internal_count=4780 4074 706 1271 649 470 115 619 622
is_linear=0
shrinkage=0.06


Tree=37
num_leaves=10
num_cat=0
split_feature=129 57 18 15 145 96 4 5 133
split_gain=2.30811 2.57116 2.5208 2.96805 2.19224 2.14927 2.14136 3.11697 2.821
threshold=0.02636832278221846 0.010180860292166473 0.0037758676335215573 0.0068083447404205808 0.0072436286136507997 0.0054799309000372895 0.00046126570669002836 0.0044099434744566688 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -2 -5 8 -8 -1
right_child=4 -3 3 5 -6 -7 7 -9 -10
leaf_value=0.0004456995102751105 0.0033212559631202038 0.0088438000407713678 -0.00077885239819471485 0.0021664414164049061 -0.0085428191257937939 0.009025703603224456 0.00039855527290100435 -0.0039665603008444354 -0.0041467182563388969
leaf_weight=743.91072940826416 992.67551898956299 108.63148307800293 791.17615699768066 477.38100576400757 59.42563259601593 250.87438929080963 4082.5055824518204 688.17308437824249 1365.2466839551926
leaf_count=420 323 29 367 192 41 72 2022 451 863
internal_value=0 -0.000327844 -0.000446465 0.00176535 0.00265114 0.00452937 -0.000934951 -0.000231115 -0.00252695
internal_weight=0 8507.9 8399.27 1519.43 1052.1 728.255 6879.84 4770.68 2109.16
internal_count=4780 4416 4387 631 364 264 3756 2473 1283
is_linear=0
shrinkage=0.06


Tree=38
num_leaves=10
num_cat=0
split_feature=141 8 31 135 56 86 149 35 81
split_gain=2.11742 2.71726 2.26937 2.38619 2.27553 2.79586 2.21687 3.22454 2.20734
threshold=0.010829726699739696 0.0015833032084628942 0.0012357163941487672 0.0013986918493174019 0.0026012937305495147 0.0031340263085439806 0.0021592099219560628 0.016164712607860569 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 7 8 -3
right_child=1 6 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.0012862757803381343 -0.0052382262601112801 -0.006078054000871384 0.0022531925244946151 -0.0015161712782195643 -0.010193018825441377 0.0049397499076195362 -0.00089967668783559075 -0.0072585920350064625 0.0060995524296231758
leaf_weight=4877.8045097589493 166.68342673778534 57.087652564048767 1826.8150192499161 903.68848586082458 97.809444904327393 274.25418961048126 403.13237869739532 79.202033758163452 873.52312576770782
leaf_count=2722 118 39 712 478 64 92 217 53 285
internal_value=0 0.00200706 -0.000397276 0.00100568 -0.00112697 -0.000954852 0.00286178 0.00436341 0.00535253
internal_weight=0 1579.63 7980.37 2730.5 5249.87 5152.06 1412.95 1009.81 930.611
internal_count=4780 712 4068 1190 2878 2814 594 377 324
is_linear=0
shrinkage=0.06


Tree=39
num_leaves=10
num_cat=0
split_feature=36 78 57 34 53 111 18 21 71
split_gain=2.24705 1.84668 2.21234 1.92134 2.88912 2.49107 2.71947 2.34364 2.2183
threshold=0.047455845400691039 0.12087306752800943 0.039062514901161201 0.00055427959887310873 0.0033348383149132137 0.0023699469165876512 0.0031340263085439806 0.00077738583786413084 0.02129978779703379
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 -5 -8
right_child=-2 -3 -4 4 5 -7 8 -9 -10
leaf_value=-0.0032411011817442491 0.0062370170829110193 0.0042495571640697657 0.011651562609635515 7.2690538791052176e-05 -8.2315630633760802e-05 0.012384158770792381 0.0045944786184815827 -0.0031897286540323562 -0.0029745037585456489
leaf_weight=768.06196260452271 203.52437329292297 333.3905348777771 55.436517000198364 1623.2669645547867 3928.163378238678 65.860998034477234 866.89490211009979 1549.2957841157913 166.10485208034515
leaf_count=480 61 118 13 769 2067 17 299 868 88
internal_value=0 -0.000135669 -0.000297697 -0.000371566 -0.000102774 0.000791947 0.000638056 -0.00152049 0.0033774
internal_weight=0 9356.48 9023.09 8967.65 8199.59 5027.02 4961.16 3172.56 1033
internal_count=4780 4719 4601 4588 4108 2471 2454 1637 387
is_linear=0
shrinkage=0.06


Tree=40
num_leaves=10
num_cat=0
split_feature=126 135 92 37 5 80 81 12 124
split_gain=2.13217 2.29972 2.54558 2.10436 2.28333 1.98757 2.78525 2.13112 2.02769
threshold=0.0056525857653468856 0.0013986918493174019 0.0049928687512874612 0.0016331639490090313 0.0044099434744566688 0.0014427106943912806 0.0018488886416889729 0.032603342086076743 0.02129978779703379
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 6 -1 -8 -7
right_child=-2 2 -4 4 -6 8 7 -9 -10
leaf_value=-0.0032420694350279648 -0.0052831625275856471 -0.0015767010855342943 -0.0046258042473517318 0.0038002368819364755 -0.010905538978820583 0.0020975751854952814 4.6725218321126156e-05 0.0057762668454775434 -0.0028897816400654513
leaf_weight=883.11697041988373 267.31299722194672 1346.2653970718384 648.23456561565399 535.34836101531982 40.914650559425354 3387.8243849277496 1862.4396129846573 267.24024951457977 321.30307757854462
leaf_count=544 209 773 407 217 35 1472 890 86 147
internal_value=0 0.000151975 -0.0013743 -0.000277969 0.00275613 0.000735692 -0.000409073 0.00076569 0.00166555
internal_weight=0 9292.69 2570.76 1922.53 576.263 6721.92 3012.8 2129.68 3709.13
internal_count=4780 4571 1432 1025 252 3139 1520 976 1619
is_linear=0
shrinkage=0.06


Tree=41
num_leaves=10
num_cat=0
split_feature=129 8 57 143 5 133 80 25 24
split_gain=1.923 2.04894 2.66018 2.46833 2.06221 2.14872 2.02019 2.55167 2.57492
threshold=0.02636832278221846 0.0048403022810816774 0.0017376682371832433 0.055838862434029586 0.0084566329605877417 0.0025217677466571335 0.011880517937242987 0.030689206905663017 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 -1 7 -3 -9
right_child=-2 3 -4 -5 -6 -7 -8 8 -10
leaf_value=0.00031572358258306156 0.0024198801020806891 -0.00055100016917226295 0.0064823823474873437 0.0094950777252558443 -0.0056595538286178465 -0.0023603114197206852 0.0045680983584925217 0.010679455561795347 -0.00068852153978568391
leaf_weight=2199.3980249166489 1052.1011515855789 2862.4792664051056 160.75388824939728 113.21101403236389 371.06382131576538 2122.7149887084961 390.09247100353241 153.64351904392242 134.54212164878845
leaf_count=1193 364 1416 49 28 283 1211 137 38 61
internal_value=0 -0.000299246 -0.00110711 0.000773924 -0.00136707 -0.000998555 0.000495077 -9.21475e-06 0.00537221
internal_weight=0 8507.9 4853.93 3653.97 4693.18 4322.11 3540.76 3150.66 288.186
internal_count=4780 4416 2736 1680 2687 2404 1652 1515 99
is_linear=0
shrinkage=0.06


Tree=42
num_leaves=10
num_cat=0
split_feature=126 112 8 96 124 111 59 109 1
split_gain=1.87154 1.90432 1.70105 2.34596 1.68219 2.4828 1.6544 1.62312 1.73334
threshold=0.0045489775948226461 0.0014881226234138014 0.0066005610860884198 0.0042751494329422721 0.036783467978239066 0.0031340263085439806 0.0016846025246195497 0.00066645268816500913 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 -7 -6 -9
right_child=-2 2 3 -5 7 6 -8 8 -10
leaf_value=0.00059232326512224107 -0.0042846725581719295 -0.0031328125887843355 0.0043977025311418274 -0.0036788168999109224 0.0036380079260506745 -0.00064306303774831286 0.010320626291788586 -0.0029799981057846178 -0.014555344050703736
leaf_weight=6876.1345484256744 353.43254196643829 1048.7278362512589 310.58930921554565 222.02351462841034 112.3313113451004 71.89880633354187 159.39204001426697 351.7932471036911 53.677111625671387
leaf_count=3266 263 666 128 126 42 32 38 178 41
internal_value=0 0.000164485 -0.00173041 0.00103095 0.000557454 0.000797994 0.00691247 -0.00274424 -0.00451237
internal_weight=0 9206.57 1581.34 532.613 7625.23 7107.43 231.291 517.802 405.47
internal_count=4780 4517 920 254 3597 3336 70 261 219
is_linear=0
shrinkage=0.06


Tree=43
num_leaves=10
num_cat=0
split_feature=135 36 34 31 51 141 63 45 76
split_gain=2.08773 1.9868 2.42117 3.06105 1.9742 1.80956 2.66425 2.74977 3.00686
threshold=0.0013986918493174019 0.047455845400691039 0.00055427959887310873 0.00093549740267917525 0.027182282879948619 0.010829726699739696 0.00052132029668428015 0.0051502294372767219 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 -4 -9
right_child=-2 -3 3 4 -6 -7 -8 8 -10
leaf_value=-0.0028322705467264688 -0.0014343093958242993 0.0065131146828288642 -0.0014874022142734114 0.0027552189017840878 -0.0091546703659641984 0.0026539205286340208 -0.0020351993122420271 0.0072409298333016726 -0.006903183752553982
leaf_weight=752.57580506801605 2643.2403552532196 195.3414431810379 438.10565006732941 2256.1710052490234 51.242702484130859 620.29891574382782 2161.1106417179108 378.78828728199005 63.125460863113403
leaf_count=452 1494 54 242 858 34 270 1175 147 54
internal_value=0 0.000548121 0.000374764 0.000779119 0.00249073 -0.000299526 -0.00090194 0.00188106 0.0052205
internal_weight=0 6916.76 6721.42 5968.84 2307.41 3661.43 3041.13 880.019 441.914
internal_count=4780 3286 3232 2780 892 1888 1618 443 201
is_linear=0
shrinkage=0.06


Tree=44
num_leaves=10
num_cat=0
split_feature=57 26 111 4 105 133 18 124 99
split_gain=1.77286 2.09385 1.75622 1.74065 1.63572 3.75959 1.76586 3.75905 1.97836
threshold=0.039062514901161201 0.0031340263085439806 0.014520356431603433 0.00046126570669002836 0.00042089859198313212 0.0025217677466571335 0.0037758676335215573 0.0033348383149132137 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 8 -8 -6
right_child=-2 3 -4 -5 6 -7 7 -9 -10
leaf_value=-0.00050733662040795412 0.010698610203085483 0.0019490843551738391 0.0091628292173922179 -0.008084431893903777 -0.00077975295880051423 -0.0085620225994698148 0.004386392721877126 -0.0017107235435727386 0.0016542435302935247
leaf_weight=1472.3234605789185 55.436517000198364 89.337227463722229 76.285479068756104 205.26009726524353 4146.4989053010941 243.0534942150116 1009.4270956516266 569.34550058841705 1693.0324897766113
leaf_count=871 13 42 21 151 2121 203 357 251 750
internal_value=0 -6.24009e-05 9.68724e-05 -0.00504175 2.11526e-05 -0.00164861 0.000407262 0.00218762 -7.40739e-05
internal_weight=0 9504.56 9209.97 294.597 9133.68 1715.38 7418.3 1578.77 5839.53
internal_count=4780 4767 4574 193 4553 1074 3479 608 2871
is_linear=0
shrinkage=0.06


Tree=45
num_leaves=10
num_cat=0
split_feature=135 15 1 73 39 118 108 146 145
split_gain=1.81992 2.19546 2.02145 2.33082 2.00826 2.28416 1.96904 2.64184 2.03555
threshold=0.0013986918493174019 0.0068083447404205808 0.00244467705488205 0.00042089859198313212 0.016668972559273246 0.0066005610860884198 0.011169348377734424 0.0072436286136507997 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 -2 7 -3 -8
right_child=1 6 -4 -5 -6 -7 8 -9 -10
leaf_value=-0.0025990856767274776 -0.0016222985435661147 -0.0010477652591135331 0.0018555823488708763 0.0005535699276914605 -0.010090469368848937 -0.01312038380410939 0.00018945053381363476 0.0048828416145592418 -0.0085308258527154041
leaf_weight=1143.3195984363556 934.66080093383789 638.20764172077179 2546.2852281332016 3227.1550850868225 138.72409546375275 66.632430911064148 229.91715741157532 469.1980756521225 165.90015316009521
leaf_count=742 534 364 1057 1487 99 57 118 185 137
internal_value=0 -0.00133916 0.000511759 -0.000271167 -0.0033248 -0.00238745 0.000166722 0.00146498 -0.00346551
internal_weight=0 2643.24 6916.76 4370.47 1140.02 1001.29 1503.22 1107.41 395.817
internal_count=4780 1494 3286 2229 690 591 804 549 255
is_linear=0
shrinkage=0.06


Tree=46
num_leaves=10
num_cat=0
split_feature=135 31 76 75 31 132 115 130 91
split_gain=1.60808 2.54224 2.15342 1.80307 1.82804 1.75198 2.14589 1.77245 2.09107
threshold=0.0013986918493174019 0.0014427106943912806 0.0013146653072908523 0.054214311763644225 0.00039601318712811922 0.007706565549597145 0.015675474889576439 0.0011261500185355546 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 -2
right_child=5 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=0.00023908927064408974 -0.0048311680481604351 0.0021940678820728944 -0.0049939397208010805 -0.014772750930920384 0.0015458837424307879 -0.0090865944696076149 0.0042420924996277526 0.0038542808216110234 -0.00075595899009536826
leaf_weight=4339.4059393405914 665.56471693515778 2149.5882148742676 326.54577159881592 58.353071689605713 42.86691415309906 99.074864029884338 257.20148491859436 200.21026146411896 1421.1890279054642
leaf_count=2168 471 816 240 45 17 70 102 68 783
internal_value=0 0.000481053 -0.00029137 5.44377e-05 -0.00786177 -0.00125881 -0.000953977 -0.00153835 -0.00205574
internal_weight=0 6916.76 4767.17 4440.63 101.22 2643.24 2544.17 2286.96 2086.75
internal_count=4780 3286 2470 2230 62 1494 1424 1322 1254
is_linear=0
shrinkage=0.06


Tree=47
num_leaves=10
num_cat=0
split_feature=128 18 148 19 24 15 32 24 71
split_gain=1.47798 2.84791 2.01188 1.72435 2.0677 1.96589 2.16612 1.98818 1.48974
threshold=0.00039601318712811922 0.0066005610860884198 0.0045489775948226461 0.017188700847327713 0.0054799309000372895 0.060991313308477409 0.0013986918493174019 0.00060774214216507982 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 8 5 -5 -1 7 -7 -3
right_child=-2 2 -4 4 -6 6 -8 -9 -10
leaf_value=-0.0035329831452216441 0.00046513021146950555 0.0077987097253378428 0.0064642434580227436 0.0037934625248251261 -0.0051506144698290667 0.0054926720803325346 0.015516139280269264 -0.0070736285961046632 -0.0077339081186652585
leaf_weight=1619.0139465332031 6884.0400319099426 31.273443102836609 265.97483038902283 332.70369040966034 129.17931711673737 99.858137607574463 38.09452497959137 82.99829113483429 76.864053726196289
leaf_count=1085 3199 12 80 142 81 51 8 71 51
internal_value=0 -0.00119657 0.00365868 -0.00198568 0.00129199 -0.00280847 0.00250041 -0.000211155 -0.00324186
internal_weight=0 2675.96 374.112 2301.85 461.883 1839.96 220.951 182.856 108.137
internal_count=4780 1581 143 1438 223 1215 130 122 63
is_linear=0
shrinkage=0.06


Tree=48
num_leaves=10
num_cat=0
split_feature=36 57 64 18 60 7 45 54 125
split_gain=1.5569 1.5512 1.80336 1.92258 1.93696 1.77026 2.49521 2.48613 2.83536
threshold=0.047455845400691039 0.039062514901161201 0.0026012937305495147 0.13848232477903369 0.0033348383149132137 0.00040826165059115743 0.017188700847327713 0.024810968898236755 0.027182282879948619
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 -7
right_child=-2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00074557593292598251 0.0051915881181387362 0.0098939070387809979 -0.0093958325233620514 0.00573745862572414 -0.0026706747363378558 0.0023595157593280171 -0.010271444421066443 0.01269813696386757 -0.0095049319602977765
leaf_weight=6685.494450211525 203.52437329292297 55.436517000198364 75.695063710212708 198.94484233856201 350.70884549617767 1776.5484485626221 58.353071689605713 79.696020007133484 75.598634600639343
leaf_count=3575 61 13 50 62 241 669 45 19 45
internal_value=0 -0.000112929 -0.000172572 -9.6894e-05 -0.000225485 0.00125987 0.0019525 0.00232173 0.00187525
internal_weight=0 9356.48 9301.04 9225.34 9026.4 2340.91 1990.2 1931.84 1852.15
internal_count=4780 4719 4706 4656 4594 1019 778 733 714
is_linear=0
shrinkage=0.06


Tree=49
num_leaves=10
num_cat=0
split_feature=112 15 43 60 66 46 81 61 145
split_gain=1.39107 1.64728 1.5274 1.61134 2.11515 1.58559 2.81612 1.93898 1.78758
threshold=0.0033348383149132137 0.099488973617553725 0.0012745757703669371 0.0017376682371832433 0.00082683752407319855 0.0020292587578296666 0.0079489401541650313 0.0054799309000372895 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -5 -7
right_child=1 -3 -4 5 -6 8 -8 -9 -10
leaf_value=0.00049258848206230616 -0.0028537335117918652 0.0087594659080425658 -0.00096556295745256373 -0.0095584581130788767 -0.0042465893876386784 0.0050502128352240593 0.0047640358443924447 0.0033312273701263805 0.0011924294714942877
leaf_weight=3502.3617250919342 848.62584459781647 46.373884201049805 2656.099245429039 152.65554654598236 375.36590564250946 749.69477248191833 149.16041719913483 57.967355251312256 1021.6955704689026
leaf_count=1688 544 20 1505 106 208 243 44 25 397
internal_value=0 -0.002252 0.000232607 0.000762231 3.38338e-05 0.00208757 -0.00154383 -0.00601098 0.00282514
internal_weight=0 895 8665 6008.9 3877.73 2131.17 359.783 210.623 1771.39
internal_count=4780 564 4216 2711 1896 815 175 131 640
is_linear=0
shrinkage=0.06


Tree=50
num_leaves=10
num_cat=0
split_feature=126 18 130 101 127 133 69 68 133
split_gain=1.38646 1.5211 1.36194 2.08033 2.03733 3.40974 2.50442 2.41615 2.13339
threshold=0.0056525857653468856 0.0031340263085439806 0.00090704852482303988 0.018276390619575981 0.00039601318712811922 0.0054799309000372895 0.0005375427135732026 0.0017376682371832433 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 8 6 -6 -8 -1
right_child=1 -3 3 -5 5 -7 7 -9 -10
leaf_value=0.0021928140064038063 -0.0058726516972659815 0.0084446120294966801 0.0013569236873097049 0.010757366385767197 -0.0054788679986621678 0.00057625296941796026 -0.0086009252901511901 0.00042693612443076278 -0.00035326455553718716
leaf_weight=2007.0204992294312 237.20854413509369 30.104453086853027 730.68980419635773 95.869022011756897 836.34552907943726 1865.8501539230347 124.69621527194977 740.41560006141663 2891.8004459142685
leaf_count=935 198 11 271 23 563 888 87 358 1446
internal_value=0 -0.00426026 0.00012255 0.00244724 -0.000104412 -0.00119514 -0.00313767 -0.000874329 0.00068985
internal_weight=0 267.313 9292.69 826.559 8466.13 3567.31 1701.46 865.112 4898.82
internal_count=4780 209 4571 294 4277 1896 1008 445 2381
is_linear=0
shrinkage=0.06


Tree=51
num_leaves=10
num_cat=0
split_feature=141 101 8 127 137 47 43 67 9
split_gain=1.46639 1.94124 1.96843 1.85746 1.91948 2.23324 1.75997 1.74122 2.74371
threshold=0.010829726699739696 0.0087224207818508166 0.0018488886416889729 0.00039601318712811922 0.0026833302108570938 0.00017767510871635753 0.00064626874518580746 0.0054799309000372895 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 -3 8 -4
right_child=1 6 7 4 -6 -7 -8 -9 -10
leaf_value=0.00032719404105455179 -0.005235267763125679 0.010126795636792481 0.0043671015676284208 -0.015809335959750221 0.0034677318227515365 -0.0018685044212566608 0.00022651370784964274 -0.0072485487252767905 -0.0021494944597238424
leaf_weight=5262.68980884552 173.79379594326019 166.40598011016846 714.42037308216095 42.083640575408936 244.43902385234833 2431.1591761112213 105.70308768749237 74.429644584655762 344.87573611736298
leaf_count=2589 129 44 262 36 96 1347 56 44 177
internal_value=0 0.00167025 0.000710715 -0.000330608 -0.00160442 -0.00210572 0.00628095 0.0016222 0.00224549
internal_weight=0 1579.63 1307.52 7980.37 2717.68 2473.24 272.109 1133.73 1059.3
internal_count=4780 712 612 4068 1479 1383 100 483 439
is_linear=0
shrinkage=0.06


Tree=52
num_leaves=10
num_cat=0
split_feature=131 19 25 71 39 141 79 70 107
split_gain=1.29983 2.78379 1.42024 1.43545 1.83405 2.11962 1.61407 1.3895 1.38475
threshold=0.040252277627587325 0.00096484774257987748 0.030689206905663017 0.012636432424187662 0.00017767510871635753 0.022641776129603389 0.00082683752407319855 0.0041444667149335155 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 -5 8 -3
right_child=1 7 3 6 5 -7 -8 -9 -10
leaf_value=-0.00042908886043581504 -0.0095549023721978182 0.0074402913287670847 -0.0040667641626435935 0.003257238604009725 0.0028791445574707876 0.012842192122793592 -0.01529752414246089 -0.0015461790642268523 0.00074414782138386394
leaf_weight=8101.6454830169678 62.932602643966675 328.13600015640259 108.1374968290329 33.611423134803772 489.56489217281342 91.193061947822571 33.900710463523865 142.72505176067352 168.15354478359222
leaf_count=4216 44 84 63 14 168 19 29 68 75
internal_value=0 0.00248532 -0.000196947 0.00228945 0.0031077 0.00444358 -0.0060599 0.00367109 0.00517149
internal_weight=0 701.947 8858.05 756.408 688.895 580.758 67.5121 639.015 496.29
internal_count=4780 271 4509 293 250 187 43 227 159
is_linear=0
shrinkage=0.06


Tree=53
num_leaves=10
num_cat=0
split_feature=141 34 91 103 4 70 98 32 128
split_gain=1.2496 2.18868 1.60556 1.61572 2.44214 1.86074 1.58623 2.80391 1.5856
threshold=0.010829726699739696 0.00077738583786413084 0.0066005610860884198 0.00017767510871635753 0.00017767510871635753 0.0030382014811038975 0.0026833302108570938 0.0017376682371832433 0.05109804309904576
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 -3 -5 -6 -8 -1
right_child=1 2 -4 5 6 -7 7 -9 -10
leaf_value=-0.0004452031663223981 -0.005175527420329706 -0.0033832251706511843 -0.0017803639817355805 -0.0077267141898501772 0.0072541903313185791 0.0049741688268811193 0.0069475077052638164 -0.0051603462083013403 0.0048035399151307142
leaf_weight=7767.495355963707 157.23507750034332 131.42086803913116 280.77414345741272 94.398903965950012 560.8851238489151 74.140357255935669 159.77775645256042 120.99638700485229 212.87629342079163
leaf_count=3999 105 78 132 66 170 29 58 74 69
internal_value=0 0.00154185 0.00228441 0.00328411 0.00422351 -0.0021396 0.00541127 0.00172977 -0.000305193
internal_weight=0 1579.63 1422.39 1141.62 973.08 168.539 841.659 280.774 7980.37
internal_count=4780 712 607 475 380 95 302 132 4068
is_linear=0
shrinkage=0.06


Tree=54
num_leaves=10
num_cat=0
split_feature=26 18 57 74 74 87 51 79 65
split_gain=1.28264 1.36892 1.64782 1.71778 2.011 2.24463 1.63402 2.35466 2.32875
threshold=0.0031340263085439806 0.13848232477903369 0.0017376682371832433 0.00064626874518580746 0.0020932231564074759 0.0072436286136507997 0.0030382014811038975 0.00096484774257987748 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -8
right_child=-2 -3 -4 4 -6 -7 8 -9 -10
leaf_value=-0.00062957651162618973 -0.0038511528334920948 0.0050194181306189916 0.0036497239330935947 -0.0055269558366031948 -0.00078863793780503579 -0.0084280048848463362 0.0040130040059865139 0.0066841225711018349 -0.0054099339938789934
leaf_weight=6622.6582766771317 301.51483571529388 201.28282237052917 428.18699598312378 62.836173534393311 873.59587347507477 58.256642580032349 269.77108776569366 596.64166879653931 145.25589001178741
leaf_count=3536 194 64 145 39 408 40 98 176 80
internal_value=0 0.000125418 1.6656e-05 -0.000163623 0.00137441 0.00304258 0.00366448 0.00552063 0.000715056
internal_weight=0 9258.49 9057.2 8629.02 2006.36 1132.76 1074.5 659.478 415.027
internal_count=4780 4586 4522 4377 841 433 393 215 178
is_linear=0
shrinkage=0.06


Tree=55
num_leaves=10
num_cat=0
split_feature=109 53 78 34 26 99 5 61 60
split_gain=1.23801 1.30191 2.11948 2.11708 1.5852 1.46565 2.36087 1.65851 1.96205
threshold=0.054214311763644225 0.0037758676335215573 0.12087306752800943 0.0025217677466571335 0.0026833302108570938 0.004017772153019906 0.0016846025246195497 0.010500331409275534 0.025578102096915249
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 -3
right_child=-2 4 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.00099293605305871761 -0.0051455423104743072 0.0012074464179828608 -0.0030976071822624985 0.0079286337595286457 -0.0052338727030117622 0.0023960453062780054 -0.0028711770277213052 -0.0035182274540737782 0.00956773020565207
leaf_weight=4181.2793184518814 165.41800761222839 2051.7314071655273 92.844197511672974 193.00346314907074 153.72810745239258 1660.1079111099243 702.88780903816223 252.70654237270355 106.29350304603577
leaf_count=2136 112 988 45 52 102 712 439 167 27
internal_value=0 9.06017e-05 -0.00065122 0.00434728 0.000763122 0.000956243 0.000188574 0.00108069 0.00161923
internal_weight=0 9394.58 4467.13 285.848 4927.46 4773.73 3113.62 2410.73 2158.02
internal_count=4780 4668 2233 97 2435 2333 1621 1182 1015
is_linear=0
shrinkage=0.06


Tree=56
num_leaves=10
num_cat=0
split_feature=124 88 150 142 4 130 62 72 93
split_gain=1.13074 1.82231 2.99705 2.27396 1.7087 1.3083 1.42811 1.78451 1.3387
threshold=0.036783467978239066 0.018276390619575981 0.00055427959887310873 0.00899649551138282 0.00046126570669002836 0.00090704852482303988 0.0026833302108570938 0.024066280573606495 0.088838413357734694
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 3 4 -2 -3 6 8 -8 -1
right_child=1 2 -4 -5 -6 -7 7 -9 -10
leaf_value=0.00028538368880268893 -0.011545387911642996 0.007891265071046186 -0.0082127832489974628 -0.00010014561928270457 -0.003399451734264708 0.0024978317905001439 -0.0040383008165061768 0.0077349954364033966 -0.004709239164111088
leaf_weight=7433.754626750946 138.91695368289948 151.40196812152863 100.05099582672119 113.59673047065735 70.826245427131653 789.44043302536011 512.71631217002869 50.953415155410767 198.34258627891541
leaf_count=3684 109 41 61 48 36 277 355 19 150
internal_value=0 -0.00257996 0.000410469 -0.00639659 0.00429281 0.000165042 -5.96587e-05 -0.00297404 0.000155584
internal_weight=0 574.793 322.279 252.514 222.228 8985.21 8195.77 563.67 7632.1
internal_count=4780 295 138 157 77 4485 4208 374 3834
is_linear=0
shrinkage=0.06


Tree=57
num_leaves=10
num_cat=0
split_feature=57 135 15 31 126 99 145 81 118
split_gain=1.18894 1.15629 2.03145 1.92104 2.2006 2.46243 2.10579 1.91479 1.80511
threshold=0.039062514901161201 0.0013986918493174019 0.0068083447404205808 0.00082683752407319855 0.00043393640953581786 0.0030382014811038975 0.004017772153019906 0.011880517937242987 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 8 -1 5 -5 -6 -7 -3
right_child=-2 2 -4 4 6 7 -8 -9 -10
leaf_value=-0.00041867797334727176 0.0087613335880523963 -0.0024083513016648697 0.00032706122521862258 -0.0023830197417022705 0.0056991940665904175 0.003806934971677201 0.00038898485009869585 -0.0050546095860272101 -0.012054432741863399
leaf_weight=4307.8195275068283 55.436517000198364 1050.1979542970657 1491.6295568943024 720.73562800884247 691.43812990188599 625.96284830570221 439.86505544185638 102.09968852996826 74.815361022949219
leaf_count=2259 13 623 799 351 203 206 214 48 64
internal_value=0 -5.11015e-05 -0.00112482 0.000356791 0.00165154 0.000103119 0.00363452 0.00256424 -0.00304983
internal_weight=0 9504.56 2616.64 6887.92 2580.1 1448.8 1131.3 728.063 1125.01
internal_count=4780 4767 1486 3281 1022 605 417 254 687
is_linear=0
shrinkage=0.06


Tree=58
num_leaves=10
num_cat=0
split_feature=111 25 31 27 115 108 83 148 115
split_gain=1.02383 1.67074 1.48457 1.30452 1.75342 3.19617 1.65682 2.34785 1.82079
threshold=0.0031340263085439806 0.011519505176693203 0.0068083447404205808 0.0036604277556762104 0.013032016810029747 0.00017767510871635753 0.011519505176693203 0.014740333426743748 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 -7 8 -8
right_child=1 -3 -4 -5 -6 6 7 -9 -10
leaf_value=-0.0077761116066880588 -0.0076282072488445636 0.0077739132193302878 0.0062796616812804736 -0.0011184393166665779 0.0023320445336529744 -0.0011410207367886678 0.00059520633495231646 0.0040145184185541851 -0.0061121734138584885
leaf_weight=189.18352437019348 66.343143582344055 152.47452902793884 47.350015997886658 3065.0275079011917 1323.029388666153 1986.1360150575638 1829.2866539955139 742.86184990406036 158.30763840675354
leaf_count=152 42 37 11 1486 522 1104 1019 306 101
internal_value=0 0.00366907 -0.00183597 -0.000105079 0.000393568 -0.000129216 0.000177503 0.0011366 6.09779e-05
internal_weight=0 266.168 113.693 9293.83 6228.81 4905.78 4716.59 2730.46 1987.59
internal_count=4780 90 53 4690 3204 2682 2530 1426 1120
is_linear=0
shrinkage=0.06


Tree=59
num_leaves=10
num_cat=0
split_feature=18 141 9 146 80 130 31 127 15
split_gain=1.15763 1.29512 1.93763 2.81474 2.14391 1.53177 1.42811 1.40528 2.10502
threshold=0.13848232477903369 0.010829726699739696 0.00087947337306104611 0.0079489401541650313 0.0062037324532866487 0.0015833032084628942 0.079227816313505187 0.00039601318712811922 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 3 6 5 -4 -3 -1 -9
right_child=-2 2 4 -5 -6 -7 -8 8 -10
leaf_value=0.00016995481851739624 0.0044755946563249062 -0.00096462384162175824 -0.0068748010523380382 0.0060280983750152194 0.0032051676356515831 0.0070386473365679023 0.0091517999975743759 -0.013547242553189152 -0.001291117021894441
leaf_weight=5107.6844415664673 203.62080240249634 535.43294942378998 238.67866218090057 522.98345708847046 181.98856675624847 32.346004009246826 55.436517000198364 51.435560703277588 2630.3933057785034
leaf_count=2540 66 281 155 172 77 8 13 44 1424
internal_value=0 -9.74014e-05 0.00147655 0.00282214 -0.00183194 -0.00521427 -1.54814e-05 -0.000414003 -0.00152618
internal_weight=0 9356.38 1566.87 1113.85 453.013 271.025 590.869 7789.51 2681.83
internal_count=4780 4714 706 466 240 163 294 4008 1468
is_linear=0
shrinkage=0.06


Tree=60
num_leaves=10
num_cat=0
split_feature=36 64 68 57 14 76 147 99 34
split_gain=1.15447 1.47141 1.34509 1.07139 1.39783 2.6262 1.72627 2.17804 1.65168
threshold=0.047455845400691039 0.0026012937305495147 0.00064626874518580746 0.039062514901161201 0.002945306478068233 0.0016331639490090313 0.068554218858480467 0.0019672545604407792 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 6 7 -6 -1
right_child=-2 2 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.003875806590049624 0.0044705589315299481 0.0005209405553058509 -0.015576620387862138 0.0082869328163344864 -0.003862778114803055 -0.011655939469429295 0.0036873462254132508 9.2754676067544693e-05 0.00056749986505735166
leaf_weight=315.83200323581696 203.52437329292297 33.611423134803772 42.083640575408936 55.436517000198364 844.25101256370544 85.336271166801453 258.17761671543121 1233.0899051427841 6488.6575040817261
leaf_count=221 61 14 36 13 496 73 93 568 3205
internal_value=0 -9.72447e-05 -0.0084287 -2.92924e-05 -7.92659e-05 -0.00131749 -0.000939744 -0.00151481 0.000361263
internal_weight=0 9356.48 75.6951 9280.78 9225.34 2420.85 2335.52 2077.34 6804.49
internal_count=4780 4719 50 4669 4656 1230 1157 1064 3426
is_linear=0
shrinkage=0.06


Tree=61
num_leaves=10
num_cat=0
split_feature=126 128 49 139 24 7 70 10 1
split_gain=1.10341 1.06579 1.32452 1.30073 1.86678 2.29222 2.40236 1.92383 1.85907
threshold=0.0056525857653468856 0.00039601318712811922 0.0063990866765379914 0.0005375427135732026 0.00087947337306104611 0.0020292587578296666 0.00017767510871635753 0.0026833302108570938 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 8 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.0071126186417197106 -0.0038005891239217826 0.00066852277150952506 -0.0038772577760755518 0.0027925299154539086 -0.0024801917872106778 0.0095051139312383581 -0.0064737198297315475 0.0061600623632962872 0.0069353768904531462
leaf_weight=106.37809145450592 267.31299722194672 6482.5706294775009 239.26907753944397 298.70655083656311 1645.6232702732086 103.9555230140686 156.4518039226532 209.94789803028107 49.784425139427185
leaf_count=91 209 2949 126 108 1034 25 124 96 18
internal_value=0 0.000109328 0.000506712 -0.00092969 -0.00141903 0.00136823 -0.00025047 0.00240894 -0.00263413
internal_weight=0 9292.69 6721.84 2570.85 2272.14 626.518 522.562 366.11 156.163
internal_count=4780 4571 3075 1496 1388 354 329 205 109
is_linear=0
shrinkage=0.06


Tree=62
num_leaves=10
num_cat=0
split_feature=131 19 118 28 86 141 34 113 101
split_gain=0.943857 2.29884 1.5557 1.52077 1.4185 1.10462 2.16853 1.93341 2.15232
threshold=0.040252277627587325 0.00096484774257987748 0.00037263428384903824 0.0013986918493174019 0.000490355829242617 0.010829726699739696 0.00077738583786413084 0.0026833302108570938 0.0087224207818508166
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 -1 -7 8 -8
right_child=1 2 3 -5 -6 6 7 -9 -10
leaf_value=-0.00047199083857584959 -0.0088235029959277643 0.0057289785969579831 -0.012982386769059832 0.0037876884356339399 0.00020792854549324234 -0.0055312569620587322 0.0021144161285045321 -0.0015136159312752633 0.0092715190584496433
leaf_weight=7344.4783062934875 62.932602643966675 368.85779249668121 50.170141577720642 149.25684630870819 70.729816317558289 150.3175665140152 786.99418318271637 389.00806939601898 187.2549421787262
leaf_count=3824 44 109 38 49 31 104 329 200 52
internal_value=0 0.00211784 0.00319538 -0.000263858 -0.00526569 -0.000167826 0.00130811 0.00206224 0.00349004
internal_weight=0 701.947 639.015 270.157 120.9 8858.05 1513.57 1363.26 974.249
internal_count=4780 271 227 118 69 4509 685 581 381
is_linear=0
shrinkage=0.06


Tree=63
num_leaves=10
num_cat=0
split_feature=26 4 109 35 46 127 80 47 15
split_gain=0.976656 1.82798 1.12662 1.06342 1.38968 1.5317 1.28829 1.41279 2.40931
threshold=0.0031340263085439806 0.00039601318712811922 0.054214311763644225 0.016164712607860569 0.00046126570669002836 0.0053125319536775359 0.0016846025246195497 0.0032328735105693345 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 8 -6
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=0.00039984790928763173 0.0048137764529140661 -0.0060305473032353264 -0.0048699034484022642 0.0025673694798331939 -0.0023789405217336814 -0.013064724942525301 -0.008316991837799461 -0.0061209514291840029 0.0087560690814623959
leaf_weight=8290.4060653448105 74.236786365509033 227.27804934978485 160.74204754829407 192.50947690010071 218.13082814216614 52.604550719261169 105.99237501621246 135.12069630622864 102.97939121723175
leaf_count=4048 34 160 108 86 103 45 71 91 34
internal_value=0 -0.00336054 0.00010944 0.000197417 -0.00188131 -0.00327424 -0.00235819 -0.000973833 0.00119203
internal_weight=0 301.515 9258.49 9097.74 807.337 614.828 562.223 456.231 321.11
internal_count=4780 194 4586 4478 430 344 299 228 137
is_linear=0
shrinkage=0.06


Tree=64
num_leaves=10
num_cat=0
split_feature=18 128 18 24 54 134 51 105 67
split_gain=0.995998 1.20671 1.41296 1.64324 1.58538 1.6209 1.35679 1.33794 1.39599
threshold=0.13848232477903369 0.00039601318712811922 0.0005893622583243997 0.00087947337306104611 0.0017376682371832433 0.0003614811430452392 0.010829726699739696 0.00052132029668428015 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 -1 -4 -9
right_child=-2 -3 7 4 -6 -7 -8 8 -10
leaf_value=-0.00058611878526750754 0.0041513986593669106 0.00032957283594508863 -0.0077854899443298283 -0.0030347867691927445 -0.005632555564457054 0.0046234696782759066 0.0087943478277805725 0.0022004388236122286 -0.00479608082918331
leaf_weight=430.98344016075134 203.62080240249634 6781.0606406927109 63.125460863113403 403.02410888671875 602.04169893264771 132.10771250724792 63.715876221656799 761.66211926937103 118.65840697288513
leaf_count=290 66 3165 54 271 456 54 25 327 72
internal_value=0 -9.0346e-05 -0.00119603 -0.00226464 -0.00352042 -0.0011442 0.000622059 0.000652325 0.00125738
internal_weight=0 9356.38 2575.32 1631.87 1137.17 535.132 494.699 943.446 880.321
internal_count=4780 4714 1549 1096 781 325 315 453 399
is_linear=0
shrinkage=0.06


Tree=65
num_leaves=10
num_cat=0
split_feature=150 81 14 28 137 109 100 20 106
split_gain=1.02995 2.05157 1.82147 2.27736 2.15196 1.93328 2.23484 1.7426 1.82428
threshold=0.0013560238294303419 0.0018488886416889729 0.002945306478068233 0.00085274505545385193 0.0013560238294303419 0.014740333426743748 0.00244467705488205 0.0036604277556762104 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -2 6 -4 8 -6
right_child=2 -3 3 -5 7 -7 -8 -9 -10
leaf_value=-0.0014591670197913065 -0.00059395849865008499 0.0016029565959555033 0.0066488538303229316 -0.0039237060462473956 -0.0067001214650389456 0.0074925555291111626 -0.010778372567920538 0.0076126673267277907 0.0025430594519218071
leaf_weight=1092.7755811214447 3622.8286037445068 2821.117992401123 46.27745509147644 949.85767114162445 89.626514792442322 131.9148542881012 61.956470847129822 203.62080240249634 540.02432107925415
leaf_count=625 1973 1179 15 547 57 44 53 66 221
internal_value=0 0.000747999 -0.000518514 -0.00260392 3.83952e-05 0.00261622 -0.00332703 0.00278769 0.00122736
internal_weight=0 3913.89 5646.11 1190.01 4456.1 240.149 108.234 833.272 629.651
internal_count=4780 1804 2976 659 2317 112 68 344 278
is_linear=0
shrinkage=0.06


Tree=66
num_leaves=10
num_cat=0
split_feature=109 53 9 81 69 118 41 14 68
split_gain=0.96916 1.07163 2.2636 2.39322 2.46435 2.28763 1.82429 2.50426 1.5292
threshold=0.054214311763644225 0.0037758676335215573 0.00096484774257987748 0.0018488886416889729 0.0017376682371832433 0.00057154725072905432 0.0010585968848317864 0.0054799309000372895 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 -1 7 -6 -5
right_child=-2 -3 -4 4 6 -7 -8 -9 -10
leaf_value=-0.00013887799353609056 -0.0045526824106027547 0.00069031531309299711 -0.0030501011251523949 0.0028604463262776529 -0.0020073453711960576 -0.0063935009353010032 0.0055563661930925169 -0.014818524017404031 -0.0020634853425815745
leaf_weight=552.28095519542694 165.41800761222839 4927.4552801847458 1036.4712021350861 1633.4258396625519 484.28667604923248 340.18793535232544 94.79646110534668 61.956470847129822 263.72143876552582
leaf_count=320 112 2435 567 640 252 232 27 53 142
internal_value=0 8.01628e-05 -0.000592865 0.000149517 0.00108922 -0.00252299 -0.00212703 -0.00346043 0.00217597
internal_weight=0 9394.58 4467.13 3430.66 2538.19 892.469 641.04 546.243 1897.15
internal_count=4780 4668 2233 1666 1114 552 332 305 782
is_linear=0
shrinkage=0.06


Tree=67
num_leaves=10
num_cat=0
split_feature=44 57 92 131 5 78 134 138 135
split_gain=0.881629 1.10681 1.01879 2.4541 1.98409 2.06571 1.84537 1.93826 2.8402
threshold=0.086341444402933135 0.039062514901161201 0.002945306478068233 0.0013146653072908523 0.00075379351619631063 0.0068083447404205808 0.00082683752407319855 0.0022975050378590827 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 -4
right_child=-2 -3 6 4 5 -7 -8 -9 -10
leaf_value=-0.00062088775628482565 -0.0041844492494219438 0.0087173636832053401 0.00071649698916705106 0.0031134793187919574 -0.0034336345282965355 0.0030071207236512416 0.0032667708564900382 -0.0034820428621631068 -0.0038918080706089905
leaf_weight=2810.7070555686951 177.89118134975433 53.098536968231201 2175.3669022321701 1691.2967658042908 411.89388346672058 317.41039109230042 386.58550095558167 917.42707872390747 618.32297074794769
leaf_count=1593 103 11 1020 660 254 124 134 475 406
internal_value=0 7.934e-05 3.01744e-05 0.000585108 0.00198546 -0.000630466 -0.000678279 -0.00108923 -0.000303452
internal_weight=0 9382.11 9329.01 5231.31 2420.6 729.304 4097.7 3711.12 2793.69
internal_count=4780 4677 4666 2631 1038 378 2035 1901 1426
is_linear=0
shrinkage=0.06


Tree=68
num_leaves=10
num_cat=0
split_feature=126 18 53 57 9 146 88 49 60
split_gain=0.915306 1.20184 0.98765 1.53705 2.52197 2.00205 2.22232 2.18391 1.58322
threshold=0.0056525857653468856 0.0031340263085439806 0.0037758676335215573 0.039062514901161201 0.00096484774257987748 0.010180860292166473 0.018276390619575981 0.0022975050378590827 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 -7
right_child=1 -3 -4 -5 -6 8 -8 -9 -10
leaf_value=-0.0011064693362472402 -0.0048947409841750191 0.0078316193612803474 0.00069604433824031265 0.010790801304356983 -0.0032916899212766561 0.0010078137247793557 0.0025520130271629955 -0.0093726005051809093 0.006891068585026458
leaf_weight=1929.6387778520584 237.20854413509369 30.104453086853027 4815.232238650322 42.674055933952332 1006.4631781578064 539.33747661113739 599.94393992424011 122.3582352399826 237.03936731815338
leaf_count=1036 198 11 2339 7 561 245 228 85 70
internal_value=0 -0.00346151 9.95737e-05 -0.000541894 -0.000650944 0.000124309 -0.000660209 -0.00159937 0.00280406
internal_weight=0 267.313 9292.69 4477.46 4434.78 3428.32 2651.94 2052 776.377
internal_count=4780 209 4571 2232 2225 1664 1349 1121 315
is_linear=0
shrinkage=0.06


Tree=69
num_leaves=10
num_cat=0
split_feature=31 143 69 150 108 37 78 37 124
split_gain=0.883863 1.23084 1.00605 0.968762 1.64934 1.51061 1.93244 1.60463 1.49752
threshold=0.079227816313505187 0.0063990866765379914 0.0012745757703669371 0.0013560238294303419 0.0005375427135732026 0.0037758676335215573 0.023343417793512348 0.0063990866765379914 0.028884131461381916
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 7 -7 -6
right_child=1 -3 -4 4 8 6 -8 -9 -10
leaf_value=0.0011295532409755409 -0.0074706681525248501 0.0055937030641275221 0.0027784612415256778 -0.006266749340027058 -0.00022172735572797056 -0.012744169687188554 0.0025855520223122177 -0.0028177970395265816 -0.0052438697367173633
leaf_weight=3206.0168356895447 59.42563259601593 228.85643720626831 82.130429148674011 180.71130692958832 5001.2708280086517 72.477380990982056 199.04127144813538 306.78121113777161 223.28893375396729
leaf_count=1464 41 63 26 130 2626 62 67 169 132
internal_value=0 0.00287356 -0.00152415 -0.000115827 -0.000631289 0.000620426 -0.00220211 -0.00471475 -0.000436365
internal_weight=0 370.412 141.556 9189.59 5405.27 3784.32 578.3 379.259 5224.56
internal_count=4780 130 67 4650 2888 1762 298 231 2758
is_linear=0
shrinkage=0.06


Tree=70
num_leaves=10
num_cat=0
split_feature=36 64 104 100 139 18 71 44 75
split_gain=0.938184 1.2398 1.2934 1.06317 1.04533 1.15286 1.37431 1.98396 1.21316
threshold=0.047455845400691039 0.0026012937305495147 0.00046126570669002836 0.00057154725072905432 0.0032328735105693345 0.13848232477903369 0.00017767510871635753 0.00044738779251929378 0.054214311763644225
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 5 6 7 -1 -8
right_child=3 2 -4 -5 -6 -7 8 -9 -10
leaf_value=-0.0086070468417426688 0.0075194614182774143 0.0010406715741432314 -0.014744595522136897 -0.001359331565312678 0.0037768656272917376 0.0043985294529581996 1.0643812779631648e-05 -7.9726983787512665e-05 -0.0065267431075087682
leaf_weight=169.11783587932587 123.5390659570694 33.611423134803772 42.083640575408936 79.985307335853577 253.21236932277679 197.77585232257843 8322.9094054698944 234.30383014678955 103.46153676509857
leaf_count=125 27 14 36 34 74 61 4243 107 59
internal_value=0 -8.76634e-05 -0.00773535 0.00403009 -2.52881e-05 -0.000131934 -0.00023341 -0.00365445 -6.96242e-05
internal_weight=0 9356.48 75.6951 203.524 9280.78 9027.57 8829.79 403.422 8426.37
internal_count=4780 4719 50 61 4669 4595 4534 232 4302
is_linear=0
shrinkage=0.06


Tree=71
num_leaves=10
num_cat=0
split_feature=96 97 148 147 93 15 117 141 104
split_gain=0.895531 1.72204 1.71913 1.55022 1.67391 1.25834 1.15172 1.07182 0.953707
threshold=0.011169348377734424 0.0016846025246195497 0.0060143163427710542 0.00747153488919139 0.0012745757703669371 0.00087947337306104611 0.019431582652032379 0.010829726699739696 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 8 -2 -6 -5 -4
right_child=1 -3 3 7 6 -7 -8 -9 -10
leaf_value=0.00017778197410560557 0.0031634537821270928 -0.012408638657517438 0.00010814747624918299 -0.0107352497145229 0.0076627973816782661 -0.0072617653991648443 -0.00068602105648045398 0.0023067487026757804 -0.01122386021300149
leaf_weight=8740.7801902294159 52.218834280967712 52.508121609687805 93.723900198936462 61.763612627983093 193.29275047779083 206.52551639080048 85.926686525344849 35.852974057197571 37.407680511474609
leaf_count=4330 25 40 31 43 67 157 44 11 32
internal_value=0 -0.00189687 -0.00117697 0.000850741 0.00246738 -0.00515779 0.00509354 -0.00594514 -0.00312451
internal_weight=0 819.22 766.712 507.968 410.351 258.744 279.219 97.6166 131.132
internal_count=4780 450 410 228 174 182 111 54 63
is_linear=0
shrinkage=0.06


Tree=72
num_leaves=10
num_cat=0
split_feature=36 14 143 89 95 61 117 0 61
split_gain=0.821851 1.27023 1.67322 2.7798 1.43883 1.84153 1.31388 2.51974 1.85048
threshold=0.047455845400691039 0.0063990866765379914 0.0025217677466571335 0.0013560238294303419 0.0014881226234138014 0.00075379351619631063 0.014293605927377941 0.015675474889576439 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 -3 -6 7 8 -4
right_child=-2 2 3 -5 5 -7 -8 -9 -10
leaf_value=0.00018837292754337711 0.00377195665059402 0.0022159077942761583 -0.0023929047033045278 -0.012089941157189693 0.0012017535407237831 -0.012056459925314374 -0.011653879359085769 -0.0077153978102274517 0.0067380942607513103
leaf_weight=8138.7029691934586 203.52437329292297 429.15128707885742 171.94980216026306 123.72008347511292 86.902818322181702 66.632430911064148 46.759600639343262 143.40005552768707 149.25684630870819
leaf_count=4051 61 195 93 96 35 57 40 103 49
internal_value=0 -8.20485e-05 -0.00188935 -0.00401967 0.000432555 -0.00455215 -0.00206715 -0.00110231 0.00185005
internal_weight=0 9356.48 1217.77 635.086 582.687 153.535 511.366 464.607 321.207
internal_count=4780 4719 668 381 287 92 285 245 142
is_linear=0
shrinkage=0.06


Tree=73
num_leaves=10
num_cat=0
split_feature=126 119 20 11 90 52 37 48 136
split_gain=0.782306 1.05973 1.6882 1.83773 1.4466 1.31023 1.22513 1.93127 1.48314
threshold=0.0045489775948226461 0.00087947337306104611 0.0026833302108570938 0.0014427106943912806 0.00099512818269431613 0.0042751494329422721 0.0032328735105693345 0.00090704852482303988 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -5 -4 8 -8 -1
right_child=-2 2 5 4 -6 -7 7 -9 -10
leaf_value=0.00049187450675618812 -0.0027701681097991935 0.0067827847052518266 -2.585340194077457e-05 0.0013137320839782479 -0.0069504729919656616 0.009873349915038224 -0.0021239125899284437 0.005739895125806597 -0.0033513352254813337
leaf_weight=6531.5362589359283 353.43254196643829 113.59673047065735 70.826245427131653 183.35041499137878 130.54116535186768 150.23297810554504 1522.4208544492722 121.39394414424896 382.66913306713104
leaf_count=3163 263 48 36 88 92 40 786 35 229
internal_value=0 0.000106344 0.00244473 0.000243405 -0.00212318 0.0067017 -7.08641e-05 -0.00154318 0.000279171
internal_weight=0 9206.57 648.548 427.488 313.892 221.059 8558.02 1643.81 6914.21
internal_count=4780 4517 304 228 180 76 4213 821 3392
is_linear=0
shrinkage=0.06


Tree=74
num_leaves=10
num_cat=0
split_feature=149 64 34 9 120 53 9 15 82
split_gain=0.843329 1.82525 1.58904 1.38993 1.95772 1.25825 1.81799 1.79036 2.5969
threshold=0.000490355829242617 0.0016846025246195497 0.00055427959887310873 0.0020932231564074759 0.00043393640953581786 0.0048403022810816774 0.00087947337306104611 0.0019071503775194289 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 5 -1 -4 -5 6 7 -2 -9
right_child=1 -3 3 4 -6 -7 -8 8 -10
leaf_value=-0.0020538624869017859 0.002696666822123548 -0.012084684122418764 0.001852738969351859 -0.0058995407542681445 0.0049767157137603968 0.00047351834125966801 -0.0035450077456941104 -0.0067820667850334261 -0.00017156939092294747
leaf_weight=586.86851012706757 541.86831486225128 47.832161545753479 2428.0125375986099 196.30573427677155 85.540970087051392 3338.3783134222031 861.78586280345917 259.72048246860504 1213.6873797178268
leaf_count=325 257 36 1005 104 24 1710 511 173 635
internal_value=0 -0.000408848 0.000776748 0.00138977 -0.00259858 -0.000318994 -0.00123858 -0.00025229 -0.00133681
internal_weight=0 6263.27 3296.73 2709.86 281.847 6215.44 2877.06 2015.28 1473.41
internal_count=4780 3322 1458 1133 128 3286 1576 1065 808
is_linear=0
shrinkage=0.06


Tree=75
num_leaves=10
num_cat=0
split_feature=124 150 23 27 11 4 33 30 111
split_gain=0.9123 1.37629 1.54753 1.37714 1.57505 1.29535 1.08519 1.02799 1.06909
threshold=0.036783467978239066 0.00055427959887310873 0.00899649551138282 0.0041444667149335155 0.0026012937305495147 0.0005375427135732026 0.0032328735105693345 0.025578102096915249 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 3 -3 5 -5 -2 -4 8 -1
right_child=1 2 6 4 -6 -7 -8 -9 -10
leaf_value=-7.9248951504635497e-05 0.0056173054428887538 -0.009801226090299894 -0.006891376639833054 -0.012464297728180413 0.0039404456147304253 -0.0044503121243969143 0.0047205547594134931 0.0036302841190267434 0.0040853749851106937
leaf_weight=8462.1274871826172 164.26085829734802 141.06207549571991 52.411692500114441 53.677111625671387 34.683984041213989 63.908734440803528 64.788437128067017 295.19958078861237 227.88030540943146
leaf_count=4308 52 101 35 41 10 35 21 105 72
internal_value=0 -0.00231739 -0.00556772 0.000334604 -0.00602502 0.00279743 -0.000472281 0.000148246 2.99611e-05
internal_weight=0 574.793 258.262 316.531 88.3611 228.17 117.2 8985.21 8690.01
internal_count=4780 295 157 138 51 87 56 4485 4380
is_linear=0
shrinkage=0.06


Tree=76
num_leaves=10
num_cat=0
split_feature=109 35 72 95 128 6 37 124 141
split_gain=0.827148 0.806429 1.53115 1.57254 1.5007 1.39136 1.38347 1.18331 1.0863
threshold=0.054214311763644225 0.016164712607860569 0.030689206905663017 0.0016846025246195497 0.0035485138650983576 0.00090704852482303988 0.00075379351619631063 0.0012745757703669371 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 6 7 -5 -3 -1
right_child=-2 2 -4 4 -6 -7 -8 -9 -10
leaf_value=-5.0694713519253202e-05 -0.0042059225038936655 0.0031934191072321536 -0.0081214401299808496 -0.0072211585270394174 -0.010975121954400154 0.0080118977002866867 0.0042112267891656306 -0.0033939181024810984 0.0017778079419647019
leaf_weight=7157.7410317659378 165.41800761222839 187.83351683616638 115.34429514408112 71.019103646278381 86.40883207321167 90.216930150985718 82.226858258247375 205.6576544046402 1398.1340370178223
leaf_count=3620 112 82 79 46 69 28 31 112 601
internal_value=0 7.40571e-05 -0.00170145 -0.000677747 -0.00465216 0.00129139 -0.00108691 -0.000249444 0.000248105
internal_weight=0 9394.58 838.707 723.363 239.655 483.708 153.246 393.491 8555.88
internal_count=4780 4668 447 368 146 222 77 194 4221
is_linear=0
shrinkage=0.06


Tree=77
num_leaves=10
num_cat=0
split_feature=101 109 146 98 124 43 57 59 136
split_gain=0.779033 1.75453 2.26264 1.77058 1.74775 2.08254 1.39063 1.31396 1.81389
threshold=0.0060143163427710542 0.0051502294372767219 0.00899649551138282 0.00096484774257987748 0.0005893622583243997 0.00017767510871635753 0.0011980500421486797 0.0019672545604407792 0.0003614811430452392
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 -2 7 -5 -9
right_child=1 3 -4 6 -6 -7 -8 8 -10
leaf_value=-0.00027266911247888663 0.0082310480150590455 0.00739375641759836 0.0037065382881612185 0.0052551247708823474 -0.0057399902517208095 -0.0036911952569488129 0.0067850805895717349 -0.0050619010529760504 0.0017770511735289718
leaf_weight=7627.0236958265305 87.975379228591919 224.37333536148071 252.52552485466003 156.36721551418304 351.20283174514771 131.71015536785126 145.65344715118408 231.56829297542572 351.60038888454437
leaf_count=3869 31 69 98 60 207 93 41 144 168
internal_value=0 0.00107588 -0.0010225 0.00263311 -0.00311434 0.00108319 0.0014264 0.000370997 -0.000938603
internal_weight=0 1932.98 823.414 1109.56 570.888 219.686 885.189 739.536 583.169
internal_count=4780 911 429 482 331 124 413 372 312
is_linear=0
shrinkage=0.06


Tree=78
num_leaves=10
num_cat=0
split_feature=141 105 112 45 124 54 47 139 38
split_gain=0.824624 1.38116 1.85482 1.34794 1.64975 1.61327 1.64577 1.6433 1.5255
threshold=0.0011980500421486797 0.00062670491752214741 0.0033348383149132137 0.011880517937242987 0.0033348383149132137 0.0031340263085439806 0.011519505176693203 0.0032328735105693345 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6 -5
right_child=1 2 -4 8 5 -7 -8 -9 -10
leaf_value=0.00080101508715902942 -0.0023052600886789222 0.0016483335258413649 -0.0034976412944140649 -0.0035858285212187666 -0.0044001671259264932 0.0010826271638559105 0.0087578508927661381 0.004003853474232392 0.0064593280610375226
leaf_weight=3117.8249168395996 1117.6018180847168 2661.9188106060028 491.28877544403076 480.47857797145844 663.25041830539703 827.61954641342163 42.770485043525696 95.869022011756897 61.377896189689636
leaf_count=1541 720 1151 317 293 351 349 12 23 23
internal_value=0 -0.000387668 1.48252e-05 0.000371857 0.000727903 -0.000775685 -0.00269362 -0.00333883 -0.00244798
internal_weight=0 6442.18 5324.57 4833.28 4291.43 1629.51 801.89 759.119 541.856
internal_count=4780 3239 2519 2202 1886 735 386 374 316
is_linear=0
shrinkage=0.06


Tree=79
num_leaves=10
num_cat=0
split_feature=71 92 131 84 39 146 26 43 74
split_gain=0.75954 0.774737 1.77412 1.62762 2.71604 1.45424 2.22442 1.44912 1.42115
threshold=0.27827766537666326 0.002945306478068233 0.0013146653072908523 0.0013986918493174019 0.028884131461381916 0.018276390619575981 0.0012357163941487672 0.0081988852471113222 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -4 -8 -3
right_child=-2 8 5 -5 -6 -7 7 -9 -10
leaf_value=-0.00025832444120975215 -0.0040846084541870378 -0.00043093023281171879 0.0018094496197361418 -0.0035639100309907221 0.0096669285297788787 0.0065517892495956373 -0.0099975926660756283 0.0010809695880540273 -0.010962130904930093
leaf_weight=2195.4934977293015 161.12776398658752 4038.770806312561 2128.0405676364899 507.46177744865417 103.9555230140686 204.88622152805328 99.267722249031067 74.333215475082397 46.663171529769897
leaf_count=1229 128 1960 891 321 25 72 80 39 35
internal_value=0 7.00237e-05 0.000547687 -0.000488354 0.000190385 0.00170789 0.0012767 -0.00525392 -0.000551216
internal_weight=0 9398.87 5313.44 2806.91 2299.45 2506.53 2301.64 173.601 4085.43
internal_count=4780 4652 2657 1575 1254 1082 1010 119 1995
is_linear=0
shrinkage=0.06


Tree=80
num_leaves=10
num_cat=0
split_feature=96 93 63 34 44 69 72 141 80
split_gain=0.729674 1.78457 1.17866 1.32576 1.11793 1.06043 1.05001 1.0084 1.67729
threshold=0.011169348377734424 0.0012745757703669371 0.0079489401541650313 0.021960759535431865 0.015675474889576439 0.014293605927377941 0.0095705352723598498 0.010829726699739696 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 -2 4 5 -3 6 -4 -1 -9
right_child=1 2 3 -5 -6 -7 -8 8 -10
leaf_value=-0.00011688125921158046 -0.0052529253518133132 -0.0058234573575845659 -0.0066849202567718759 0.0084588900715604886 0.0040275577918948051 0.0084047860100039395 0.0032277146136865244 -0.00080016095570386041 0.0034562518922009182
leaf_weight=7374.7992990016937 315.25342857837677 145.73803555965424 86.215973854064941 101.81040120124817 57.967355251312256 42.770485043525696 69.464397192001343 577.13087356090546 788.85001766681671
leaf_count=3727 191 105 59 33 25 12 25 297 306
internal_value=0 -0.00171223 0.000502636 0.00289263 -0.00302021 3.69921e-05 -0.00226191 0.000160477 0.00165791
internal_weight=0 819.22 503.967 300.261 203.705 198.451 155.68 8740.78 1365.98
internal_count=4780 450 259 129 130 96 84 4330 603
is_linear=0
shrinkage=0.06


Tree=81
num_leaves=10
num_cat=0
split_feature=128 95 12 50 81 145 110 71 19
split_gain=0.765021 1.64341 1.5838 1.93557 1.67731 1.25731 1.10747 0.903513 1.68718
threshold=0.00039601318712811922 0.014740333426743748 0.00087947337306104611 0.00899649551138282 0.004017772153019906 0.00066645268816500913 0.0011261500185355546 0.0027679565828293566 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -4 -6 -7 8 -1
right_child=1 2 4 -5 5 6 -8 -9 -10
leaf_value=-0.001935583295118938 0.0005834214542069638 0.0056715083694360733 -0.012948682964735283 -0.0082642939771210185 0.0037615871956102674 -0.011964289361435745 -0.0012384628743098672 -0.001475035916900933 0.0042566556725174244
leaf_weight=321.19480776786804 6421.5784497261047 119.15239322185516 84.167281150817871 51.339131593704224 68.295407176017761 64.198021769523621 75.30934727191925 2042.2238544225693 312.54157280921936
leaf_count=201 2946 38 72 39 24 50 30 1270 110
internal_value=0 0.000334639 -0.00311986 0.0014751 -0.00580302 -0.00290878 -0.00617424 -0.000860876 0.00111826
internal_weight=0 6884.04 462.462 170.492 291.97 207.803 139.507 2675.96 633.736
internal_count=4780 3199 253 77 176 104 80 1581 311
is_linear=0
shrinkage=0.06


Tree=82
num_leaves=10
num_cat=0
split_feature=129 33 117 33 125 116 123 74 143
split_gain=0.721543 1.54211 2.08562 1.52344 1.51442 1.82104 1.24486 1.22902 1.08391
threshold=0.02636832278221846 0.0027679565828293566 0.0012357163941487672 0.0081988852471113222 0.00017767510871635753 0.0012357163941487672 0.0019672545604407792 0.0020932231564074759 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 8 -2 7 -4 -6 -3
right_child=1 3 6 -5 5 -7 -8 -9 -10
leaf_value=-0.00018330360394047779 0.0058753422912238085 -0.013547684204522587 0.0065242720367916689 0.0036492494579566147 0.0026445385753333583 -0.015142306331851582 0.00055235603839380565 -0.0084792983391316652 -0.0024221612251757859
leaf_weight=8507.8991153240204 69.367968082427979 54.846101641654968 396.14212000370026 73.94749903678894 99.472421169281006 44.325191497802734 184.03725945949554 55.822233438491821 74.140357255935669
leaf_count=4416 20 42 93 19 31 33 64 33 29
internal_value=0 0.0014823 0.00260525 -0.00321664 -0.00176179 -0.00441569 0.00462994 -0.00135404 -0.00715282
internal_weight=0 1052.1 849.167 202.934 268.988 199.62 580.179 155.295 128.986
internal_count=4780 364 274 90 117 97 157 64 71
is_linear=0
shrinkage=0.06


Tree=83
num_leaves=10
num_cat=0
split_feature=141 123 64 112 137 36 49 105 45
split_gain=0.734708 1.23541 1.13412 1.28867 1.64727 1.45565 1.70306 1.46407 2.08066
threshold=0.0011980500421486797 0.013439828064292671 0.0026012937305495147 0.0033348383149132137 0.0013560238294303419 0.047455845400691039 0.0063990866765379914 0.00062670491752214741 0.074787221848964705
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 8 -2
right_child=2 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=0.00092587602421898691 -0.0027150685792009747 -0.0076452080871283233 -0.0079697243119596604 -0.0049384688809619662 0.0018097932406011571 0.0065320466961540065 -0.0079436965649805902 0.00043637433306747069 0.012489030820141534
leaf_weight=3056.0613042116165 901.03753709793091 61.763612627983093 69.8501136302948 429.127605676651 186.95381414890289 120.12852501869202 98.978434920310974 4602.4878964424133 33.611423134803772
leaf_count=1498 579 43 45 313 96 29 65 2098 14
internal_value=0 0.000756084 -0.000365923 -0.000282574 -0.00289067 -3.43393e-06 -0.000142732 -3.28636e-06 -0.00216831
internal_weight=0 3117.82 6442.18 6372.33 616.081 5756.24 5636.12 5537.14 934.649
internal_count=4780 1541 3239 3194 409 2785 2756 2691 593
is_linear=0
shrinkage=0.06


Tree=84
num_leaves=10
num_cat=0
split_feature=24 140 78 93 127 5 86 124 129
split_gain=0.726008 1.90465 1.80217 1.58864 1.35461 1.60211 1.37126 1.15923 1.23218
threshold=0.00047558375808876013 0.076978169381618514 0.0019071503775194289 0.0038949446752667431 0.00017767510871635753 0.00057154725072905432 0.000490355829242617 0.036783467978239066 0.02636832278221846
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 -1 8 -2
right_child=7 2 -4 -5 5 -7 -8 -9 -10
leaf_value=0.00011885149158530929 -0.00028341110492501314 -0.0077118018333835704 0.015930488644210195 0.0097769913988359908 -0.0088304851486805183 0.00050854611594978115 0.0051399958321973038 -0.0032926518809127999 0.0023512228815202063
leaf_weight=645.90842628479004 7101.220113158226 33.900710463523865 58.943487048149109 41.697924137115479 108.42678415775299 169.51539301872253 280.97884237766266 417.1602588891983 702.24832737445831
leaf_count=346 3670 29 16 16 78 86 83 229 227
internal_value=0 0.00129537 0.0080662 0.00193449 0.000539282 -0.00313466 0.00164097 -0.000211053 -4.63156e-05
internal_weight=0 1339.37 134.542 75.5986 1204.83 277.942 926.887 8220.63 7803.47
internal_count=4780 654 61 45 593 164 429 4126 3897
is_linear=0
shrinkage=0.06


Tree=85
num_leaves=10
num_cat=0
split_feature=109 52 80 133 63 123 8 92 54
split_gain=0.669823 0.749006 1.6025 1.15583 1.15166 1.97792 1.33124 1.70448 1.58586
threshold=0.054214311763644225 0.0060143163427710542 0.00090704852482303988 0.0025217677466571335 0.022641776129603389 0.00017767510871635753 0.0035485138650983576 0.0072436286136507997 0.035692447796463973
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 8 -8 -4
right_child=-2 2 4 -5 -6 -7 7 -9 -10
leaf_value=0.00075838833856055657 -0.0037848579734120966 -0.0063576658636605443 -0.00083025154725725313 -0.00087666543470578276 0.0076123214404605162 -0.0012170226131559504 0.0055571122538827988 -0.00013950070773321687 0.0080018605035364308
leaf_weight=2464.6978515386581 165.41800761222839 105.01624321937561 593.00274753570557 4223.6640870571136 97.134441137313843 942.46985530853271 611.34455275535583 273.76020336151123 83.492277383804321
leaf_count=1238 112 80 345 2128 29 462 223 126 37
internal_value=0 6.66431e-05 0.000908879 -0.000274139 0.00120224 0.000953594 0.00226362 0.00379517 0.000259798
internal_weight=0 9394.58 2706.22 6688.36 2601.2 2504.07 1561.6 885.105 676.495
internal_count=4780 4668 1302 3366 1222 1193 731 349 382
is_linear=0
shrinkage=0.06


Tree=86
num_leaves=10
num_cat=0
split_feature=27 1 5 27 95 116 47 96 44
split_gain=0.72285 1.58565 1.06851 1.05946 1.04446 1.16349 1.015 1.55545 1.45281
threshold=0.00017767510871635753 0.0053125319536775359 0.0037758676335215573 0.00064626874518580746 0.020658296532928947 0.024810968898236755 0.00017767510871635753 0.0020932231564074759 0.04673989117145539
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 6 -6 7 -5 -8
right_child=3 -3 -4 4 5 -7 8 -9 -10
leaf_value=0.0011573088761643617 -0.00236836035703877 0.0064869355300999276 -0.0044813022995138629 -0.0005993405324111131 -0.0040407175795821046 0.0072977169247368332 0.00050232397561657868 -0.0092981433074251045 -0.0046172574929043992
leaf_weight=989.31404435634613 743.51317226886749 183.15755677223206 137.84439277648926 293.24731719493866 356.95135271549225 35.852974057197571 6515.290509223938 98.978434920310974 205.85051262378693
leaf_count=566 459 78 113 123 207 11 3036 65 122
internal_value=0 0.00130911 0.000467742 -0.000207929 6.06919e-06 -0.00300581 0.000172387 -0.00279449 0.000345525
internal_weight=0 1310.32 1127.16 8249.68 7506.17 392.804 7113.37 392.226 6721.14
internal_count=4780 757 679 4023 3564 218 3346 188 3158
is_linear=0
shrinkage=0.06


Tree=87
num_leaves=10
num_cat=0
split_feature=149 64 60 53 107 56 45 108 149
split_gain=0.685554 1.49524 1.53734 1.36258 1.94383 1.61046 1.43476 1.71417 1.81514
threshold=0.000490355829242617 0.0016846025246195497 0.018276390619575981 0.0063990866765379914 0.004017772153019906 0.0038949446752667431 0.0026833302108570938 0.013032016810029747 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -6 8 -8
right_child=1 -3 -4 4 6 -7 7 -9 -10
leaf_value=0.00070032920342333945 -0.0012349580501691756 -0.01093634487340589 0.0027651537733472064 0.0025101557765409405 -0.0095490707517398559 -0.010305968022498007 -0.0044989056565801393 -0.003470627773704649 0.0019114743872797649
leaf_weight=3296.7277520895004 2942.7183389663696 47.832161545753479 542.16944289207458 994.31481385231018 65.463440895080566 72.188093662261963 192.11191976070404 483.39513266086578 923.07917058467865
leaf_count=1458 1642 36 213 408 56 47 125 325 470
internal_value=0 -0.000368624 -0.000287298 -0.000579008 0.000411243 -0.00145215 -0.000842914 -0.00048639 0.00080717
internal_weight=0 6263.27 6215.44 5673.27 2658.36 3014.91 1664.05 1598.59 1115.19
internal_count=4780 3322 3286 3073 1384 1689 976 920 595
is_linear=0
shrinkage=0.06


Tree=88
num_leaves=10
num_cat=0
split_feature=74 79 51 49 132 27 34 67 108
split_gain=0.699621 1.76726 1.83208 1.95961 1.73845 1.30906 2.56778 1.19018 1.10979
threshold=0.00064626874518580746 0.00017767510871635753 0.027182282879948619 0.00040826165059115743 0.0010263677686452868 0.0041444667149335155 0.010180860292166473 0.00096484774257987748 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 -2 3 5 -5 -3 7 -7 -1
right_child=1 2 -4 4 -6 6 -8 -9 -10
leaf_value=-0.0036465920577231224 -0.0096565393023873881 0.0048609004197153124 -0.010215725509102448 0.0047185888893083935 -0.0019338310073362371 0.0077114122118019717 -0.010677691468793828 0.00040055127200010416 -0.00011437666460120506
leaf_weight=335.31911706924438 54.942530751228333 673.60215163230896 49.001151561737061 177.02331936359406 703.10434865951538 112.04202401638031 61.763612627983093 281.75027525424957 7111.4517359733582
leaf_count=218 47 232 37 58 331 27 43 123 3664
internal_value=0 0.000963528 0.00124701 0.00152656 -0.000595805 0.00318085 0.000696654 0.00248064 -0.000273428
internal_weight=0 2113.23 2058.29 2009.29 880.128 1129.16 455.556 393.792 7446.77
internal_count=4780 898 851 814 389 425 193 150 3882
is_linear=0
shrinkage=0.06


Tree=89
num_leaves=10
num_cat=0
split_feature=106 71 147 92 131 39 135 138 75
split_gain=0.649222 1.79619 1.28093 1.00636 2.20016 1.73366 1.59875 1.6983 1.69485
threshold=0.020035739988088611 0.00099512818269431613 0.0045489775948226461 0.00244467705488205 0.0013146653072908523 0.028884131461381916 0.0013986918493174019 0.035692447796463973 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 7 -5 -8
right_child=1 2 -4 6 -6 -7 8 -9 -10
leaf_value=-0.00078072065263717514 0.0057662094327071882 -0.0011717390067062759 -0.0067731357210198979 0.00032057092127219888 0.0021849534378878196 0.0075464156636564162 -0.0015823266845827139 -0.0092194673781235952 -0.0085524134956048662
leaf_weight=2327.3000822067261 110.18618953227997 692.65618622303009 186.55625700950623 3066.1237502098083 2130.8725339174271 93.627471089363098 732.41368746757507 68.681123614311218 151.58298563957214
leaf_count=1327 50 445 135 1364 859 26 420 44 110
internal_value=0 -0.00145525 -0.00236027 0.000167996 0.000778909 -0.000458675 -0.00052394 0.000111556 -0.00277752
internal_weight=0 989.399 879.212 8570.6 4551.8 2420.93 4018.8 3134.8 883.997
internal_count=4780 630 580 4150 2212 1353 1938 1408 530
is_linear=0
shrinkage=0.06


Tree=90
num_leaves=10
num_cat=0
split_feature=99 0 88 115 45 9 146 118 34
split_gain=0.663912 1.54724 1.29579 1.75304 1.22174 1.62042 2.34475 1.49238 1.409
threshold=0.0056525857653468856 0.00017767510871635753 0.018276390619575981 0.00085274505545385193 0.00017767510871635753 0.00096484774257987748 0.015675474889576439 0.00017767510871635753 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -3 8 7 -7 -6
right_child=1 4 3 -5 5 6 -8 -9 -10
leaf_value=-0.00065009243943242145 -0.0074402824480188142 0.0050302236544983968 0.01294149687386143 0.0011182601680323585 -0.00041264961266083522 -0.0071779272433145956 -0.0079895089416875415 0.0013588936688485819 0.0032545295308990074
leaf_weight=5899.6810977458954 79.394891977310181 252.13980841636658 47.350015997886658 969.9588817358017 642.79901337623596 86.312402963638306 164.24901759624481 505.34033703804016 912.77480006217957
leaf_count=3188 63 78 11 397 304 64 111 211 353
internal_value=0 0.000808885 -0.000309078 0.00166857 0.00106436 0.000631758 -0.00164718 0.000113512 0.00173917
internal_weight=0 2643.01 6916.99 1017.31 2563.62 2311.48 755.902 591.653 1555.57
internal_count=4780 1184 3596 408 1121 1043 386 275 657
is_linear=0
shrinkage=0.06


Tree=91
num_leaves=10
num_cat=0
split_feature=124 113 147 21 30 106 77 101 140
split_gain=0.661634 1.87273 1.13052 0.942437 0.874374 0.975024 1.082 0.80028 1.63939
threshold=0.036783467978239066 0.00017767510871635753 0.05109804309904576 0.0037758676335215573 0.025578102096915249 0.0019071503775194289 0.020035739988088611 0.0060143163427710542 0.05109804309904576
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 7 6 -6 -1 -9
right_child=1 3 -4 -5 5 -7 -8 8 -10
leaf_value=-0.00028281707107664868 -0.0037120080843098388 -0.0089138912265207763 0.0031935331392281678 0.0001924625914401739 -0.004120159966327492 0.00756660305555095 0.0052542181526814792 0.0015818141196302473 -0.0058017246183646809
leaf_weight=6834.8714070320129 136.00039899349213 153.92096567153931 229.1457245349884 55.725804328918457 89.433656573295593 117.88697409629822 87.878950119018555 1739.6956613063812 115.44072425365448
leaf_count=3511 77 112 78 28 47 32 26 785 84
internal_value=0 -0.00197351 0.000621532 -0.00649335 0.000126247 0.0033376 0.000525931 1.71578e-05 0.00112235
internal_weight=0 574.793 365.146 209.647 8985.21 295.2 177.313 8690.01 1855.14
internal_count=4780 295 155 140 4485 105 73 4380 869
is_linear=0
shrinkage=0.06


Tree=92
num_leaves=10
num_cat=0
split_feature=14 112 30 47 12 127 22 77 108
split_gain=0.671109 1.4598 1.11922 1.48722 1.55317 2.14303 1.66921 1.44488 1.57506
threshold=0.002945306478068233 0.0033348383149132137 0.025578102096915249 0.0027679565828293566 0.0019071503775194289 0.017188700847327713 0.00099512818269431613 0.010500331409275534 0.017724351026117805
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 6 -6 8 -2
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=0.00031339987224451155 0.0013147985902412726 -0.006906548773250849 0.0029960356902311224 0.00045896288551958359 -0.0045789954165990276 0.0044890565839837068 -0.014308648217850575 -0.0017233883137144372 0.010727895640685266
leaf_weight=6884.3783855438232 601.69150459766388 134.14456450939178 294.12701988220215 353.05866622924805 459.72604501247406 82.130429148674011 73.646371006965637 605.48776197433472 71.609519004821777
leaf_count=3455 259 100 109 184 290 26 63 277 17
internal_value=0 -0.000806378 -0.000484398 -0.000939908 -0.00271344 -0.00453316 -0.00592244 0.000403375 0.00231594
internal_weight=0 2675.62 2541.48 2247.35 968.562 615.503 533.372 1278.79 673.301
internal_count=4780 1325 1225 1116 563 379 353 553 276
is_linear=0
shrinkage=0.06


Tree=93
num_leaves=10
num_cat=0
split_feature=146 127 109 80 83 25 18 116 53
split_gain=0.658461 1.65098 2.01263 1.34006 1.29212 1.92157 1.29882 1.46085 1.44368
threshold=0.0072436286136507997 0.00017767510871635753 0.00099512818269431613 0.052634395658969886 0.011519505176693203 0.00090704852482303988 0.0066005610860884198 0.024810968898236755 0.040252277627587325
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 7 8 -6
right_child=4 2 -4 -5 6 -7 -8 -9 -10
leaf_value=0.00028478437875525351 -0.0034713894634509799 -0.0078429056841347097 -0.0010911462026976079 0.0083133054419318175 0.0011663601377907319 0.00076412281268197846 0.0062675856006193702 -0.0063472922508868105 0.0087555333639944711
leaf_weight=3501.4701817035675 511.94487929344177 170.38325500488281 2366.4790087938309 76.478337287902832 962.83667182922363 1562.587753534317 224.37333536148071 83.877993822097778 99.56885027885437
leaf_count=1761 315 131 1272 31 445 663 69 57 36
internal_value=0 -0.000373768 -0.00154461 0.000456393 0.000663395 -0.0002811 0.00209292 0.00127577 0.00187762
internal_weight=0 6114.81 2536.86 3577.95 3445.19 2074.53 1370.66 1146.28 1062.41
internal_count=4780 3195 1403 1792 1585 978 607 538 481
is_linear=0
shrinkage=0.06


Tree=94
num_leaves=10
num_cat=0
split_feature=126 141 53 90 107 120 86 45 109
split_gain=0.623716 0.730967 1.38184 1.11549 2.14468 1.52974 1.50882 2.42557 1.74415
threshold=0.0056525857653468856 0.0005893622583243997 0.059226244688034065 0.00046126570669002836 0.004017772153019906 0.0010263677686452868 0.00096484774257987748 0.074787221848964705 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 -6 -8
right_child=-2 3 -4 -5 5 -7 8 -9 -10
leaf_value=0.00074033103391504969 -0.002857434724012748 0.00018347181546719894 0.0073900233652822722 0.001549461741106678 -0.0025284193552063054 0.0035322154788236981 -0.0023030731168872933 0.010409186809098156 -0.011892481313705553
leaf_weight=1505.4764195680618 267.31299722194672 4787.4894469976425 121.58680236339569 1161.877943277359 1239.6707659959793 148.47357273101807 142.82148087024689 54.460385203361511 130.83045268058777
leaf_count=742 209 2212 45 512 790 68 73 22 107
internal_value=0 8.21968e-05 0.00123725 -0.000162968 -0.000468889 -0.00228865 -0.0028399 -0.00198397 -0.00688768
internal_weight=0 9292.69 1627.06 7665.62 6503.75 1716.26 1567.78 1294.13 273.652
internal_count=4780 4571 787 3784 3272 1060 992 812 180
is_linear=0
shrinkage=0.06


Tree=95
num_leaves=10
num_cat=0
split_feature=24 79 41 86 63 44 115 105 50
split_gain=0.60424 0.998705 0.954278 1.01177 0.891431 1.15077 1.01855 0.901478 1.43279
threshold=0.019431582652032379 0.00055427959887310873 0.0011261500185355546 0.00080172589514404546 0.014740333426743748 0.0060143163427710542 0.0011980500421486797 0.0092791137285530585 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 7 -6 -7 -1 -9
right_child=1 2 -4 -5 5 6 -8 8 -10
leaf_value=0.00018210683088059156 0.0034398163995508972 -0.0033509084724475955 0.0021147640669096834 -0.012161099448420332 0.0001266355900321374 0.010961901977842527 0.001373463855837854 0.0070299813620309862 -0.0024748563951990515
leaf_weight=7870.1973005533218 87.09567654132843 182.85642874240875 75.116489052772522 63.125460863113403 222.51750087738037 91.289491057395935 70.826245427131653 61.281467080116272 835.69420671463013
leaf_count=3959 45 122 20 54 92 24 36 18 410
internal_value=0 -0.00225864 -0.00380431 -0.00561184 0.000100741 0.00292789 0.00677284 -2.32913e-05 -0.00182548
internal_weight=0 408.194 321.098 245.982 9151.81 384.633 162.116 8767.17 896.976
internal_count=4780 241 196 176 4539 152 60 4387 428
is_linear=0
shrinkage=0.06


Tree=96
num_leaves=10
num_cat=0
split_feature=8 119 106 37 150 37 7 80 99
split_gain=0.608451 1.20956 1.28036 1.76342 1.81806 1.44404 1.62412 1.22 1.08953
threshold=0.00244467705488205 0.00087947337306104611 0.0084566329605877417 0.00038414125447161501 0.007706565549597145 0.0018488886416889729 0.0020292587578296666 0.0072436286136507997 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 5 -4 -5 6 -3 -6 -2
right_child=1 2 3 4 7 -7 -8 -9 -10
leaf_value=-0.00063236599144550043 -0.00049988708925214969 -0.0071146556357121688 0.0065718356145362698 -0.011520265240603709 -0.0052063707964056455 0.0097863350098845482 0.006527343698373253 0.0083052105245035018 0.0012828034737074399
leaf_weight=3482.3332622051239 3680.4457646608353 51.339131593704224 92.747768402099609 65.463440895080566 48.904722452163696 153.54708993434906 80.96143913269043 47.350015997886658 1856.9076316356659
leaf_count=1961 1801 39 40 56 32 33 25 11 782
internal_value=0 0.000362328 0.00307205 -2.35685e-05 -0.00380613 0.00582781 0.00123358 0.0014403 9.79241e-05
internal_weight=0 6077.67 540.314 254.466 161.718 285.848 132.301 96.2547 5537.35
internal_count=4780 2819 236 139 99 97 64 43 2583
is_linear=0
shrinkage=0.06


Tree=97
num_leaves=10
num_cat=0
split_feature=31 137 118 57 53 76 52 84 9
split_gain=0.598283 1.01078 2.41601 0.662784 0.689813 1.20751 1.91419 1.86343 1.73316
threshold=0.079227816313505187 0.00077738583786413084 0.00064626874518580746 0.039062514901161201 0.0033348383149132137 0.00040826165059115743 0.0079489401541650313 0.013439828064292671 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 8 7 -7 -1
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=0.00013741143116536837 0.0028050919930209276 0.0055033583101338993 -0.013898222940259565 0.0064454217240883759 0.00032135326690764244 -0.0057575431297714873 0.0057710819836891032 0.0062110342431008258 -0.0045830999255926938
leaf_weight=3066.1964979171753 145.84630537033081 184.91696214675903 39.649231433868408 55.436517000198364 5172.2681797742844 461.2807514667511 74.140357255935669 52.122405171394348 308.14305937290192
leaf_count=1487 51 50 29 13 2610 311 29 20 180
internal_value=0 0.00236418 -0.000765202 -9.52951e-05 -0.000134992 -0.000730753 -0.00324102 -0.00454245 -0.000293663
internal_weight=0 370.412 185.496 9189.59 9134.15 3961.88 587.544 513.403 3374.34
internal_count=4780 130 80 4650 4637 2027 360 331 1667
is_linear=0
shrinkage=0.06


Tree=98
num_leaves=10
num_cat=0
split_feature=106 59 98 67 114 58 22 125 39
split_gain=0.585429 1.03594 0.883918 1.30229 1.63586 0.925989 1.00954 0.999158 0.83075
threshold=0.020035739988088611 0.023343417793512348 0.0016331639490090313 0.00040826165059115743 0.017188700847327713 0.0020932231564074759 0.00037263428384903824 0.0056525857653468856 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 7 8 -7
right_child=1 -3 5 4 -6 6 -8 -9 -10
leaf_value=0.0001595289336679853 0.0022597757974579229 0.0069501312513928363 -0.0084573488406864249 -0.010378153819552595 0.0060009265624498802 -0.0045909266608509646 -0.0071805180578683857 0.0058784450294913455 0.0029690764277849916
leaf_weight=8570.601634144783 303.08138287067413 50.953415155410767 106.28166234493256 73.646371006965637 31.273443102836609 170.47968411445618 108.71607148647308 69.464397192001343 75.502205491065979
leaf_count=4150 156 19 86 63 12 136 93 25 40
internal_value=0 -0.00138191 -0.0018343 0.000265323 -0.00549604 -0.00344927 -0.0021944 -0.000475977 -0.00227044
internal_weight=0 989.399 938.445 408.001 104.92 530.444 424.162 315.446 245.982
internal_count=4780 630 611 231 75 380 294 201 176
is_linear=0
shrinkage=0.06


Tree=99
num_leaves=10
num_cat=0
split_feature=124 138 113 52 54 15 93 96 140
split_gain=0.593338 1.38805 1.82188 1.36655 0.931383 0.81521 0.718791 1.68279 1.50587
threshold=0.036783467978239066 0.00073092587990686308 0.00017767510871635753 0.0037758676335215573 0.00046126570669002836 0.014740333426743748 0.00096484774257987748 0.011169348377734424 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 -2 4 5 -3 -4 7 -1 -8
right_child=1 2 3 -5 -6 -7 8 -9 -10
leaf_value=0.00092187964964003622 -0.0097096064411807421 -0.0042247786522541459 -0.011854096210153365 0.0014874706476948655 0.0036686832837090717 0.00045396806624167785 -0.0010280173159003703 -0.0041741953118757625 0.0016149927853425833
leaf_weight=4324.0517330169678 71.21196186542511 68.48826539516449 94.688191294670105 64.884866237640381 251.16367661952972 24.355932116508484 3409.8677219152451 246.57230496406555 1004.7156134843826
leaf_count=1968 56 34 81 26 87 11 1840 147 530
internal_value=0 -0.00186888 -0.000760115 -0.00551774 0.00197744 -0.00933592 0.000119554 0.000646961 -0.000426494
internal_weight=0 574.793 503.581 183.929 319.652 119.044 8985.21 4570.62 4414.58
internal_count=4780 295 239 118 121 92 4485 2115 2370
is_linear=0
shrinkage=0.06


Tree=100
num_leaves=10
num_cat=0
split_feature=109 14 110 69 30 78 101 76 107
split_gain=0.532706 0.658604 1.27154 0.969639 1.79667 1.61661 1.20502 1.29866 1.30255
threshold=0.054214311763644225 0.002945306478068233 0.024066280573606495 0.0026012937305495147 0.0044099434744566688 0.0079489401541650313 0.018276390619575981 0.0016331639490090313 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 7 8 -3
right_child=-2 2 -4 4 -6 -7 -8 -9 -10
leaf_value=0.00037424121691747295 -0.0033753087787703902 0.00054609932480551081 -0.010083956794192122 -0.0059336154794981128 -0.010627047089038969 0.0028494508460590482 0.0059264107677175814 -0.0091215662652747078 -0.0035263361981509337
leaf_weight=6745.6542900800705 165.41800761222839 1686.1149787902832 51.435560703277588 136.19325721263885 92.157353043556213 169.12967658042908 114.5728622674942 59.618490815162659 339.70578980445862
leaf_count=3356 112 749 44 87 69 66 39 51 207
internal_value=0 5.94318e-05 -0.000742249 -0.000557265 -0.00328457 -0.00106835 -6.45173e-05 -0.000393655 -0.000136799
internal_weight=0 9394.58 2648.93 2597.49 397.48 305.323 2200.01 2085.44 2025.82
internal_count=4780 4668 1312 1268 222 153 1046 1007 956
is_linear=0
shrinkage=0.06


Tree=101
num_leaves=10
num_cat=0
split_feature=71 47 123 53 36 64 47 150 10
split_gain=0.596842 0.633178 0.574256 1.02812 0.683595 1.01223 0.808783 0.876449 1.29233
threshold=0.27827766537666326 0.0011980500421486797 0.021960759535431865 0.00070876078098081063 0.047455845400691039 0.0026012937305495147 0.00017767510871635753 0.0013560238294303419 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 -1 -8 -9
right_child=1 -3 3 -5 -6 -7 7 8 -10
leaf_value=-0.0022921937039291421 0.0018870511223694334 -0.0061892799790764213 0.002905782562796104 -0.011889178085209161 0.0035930684865107714 -0.0072876031925696947 0.0010108821678031208 -0.0028986240303063406 7.7267596686942685e-05
leaf_weight=488.96263611316681 51.242702484130859 109.88506150245667 30.104453086853027 38.576670527458191 197.67942321300507 67.608562707901001 3159.1608059406281 589.49577748775482 4827.2841738462448
leaf_count=256 34 94 11 33 56 48 1419 342 2487
internal_value=0 -0.0036208 6.20725e-05 -0.00540422 0.000102311 2.6751e-05 8.13035e-05 0.00021663 -0.000246592
internal_weight=0 161.128 9398.87 68.6811 9330.19 9132.51 9064.9 8575.94 5416.78
internal_count=4780 128 4652 44 4608 4552 4504 4248 2829
is_linear=0
shrinkage=0.06


Tree=102
num_leaves=10
num_cat=0
split_feature=27 108 80 82 98 125 69 100 73
split_gain=0.613134 0.975534 0.970924 2.46928 1.82193 1.08939 1.23504 1.4046 1.26226
threshold=0.00017767510871635753 0.00017767510871635753 0.0025217677466571335 0.00055427959887310873 0.019431582652032379 0.020035739988088611 0.0012745757703669371 0.015675474889576439 0.016668972559273246
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 8 -8 -3
right_child=-2 2 3 4 -6 -7 7 -9 -10
leaf_value=-0.0044409178391506977 -0.0001915002759270214 -0.003324043019588377 0.0079072035620098447 -0.0057758076863512085 0.0047122310501990124 0.0076282011927210069 -0.00066099985347254752 0.010731609968103642 0.0047316989170843662
leaf_weight=101.60570228099823 8249.6842730045319 409.44763362407684 250.28397393226624 121.38210344314575 117.20012962818146 65.957427144050598 92.844197511672974 67.12641716003418 84.468409180641174
leaf_count=82 4023 306 101 94 56 22 45 23 28
internal_value=0 0.00120568 0.00168034 0.00374385 -0.000623708 0.000278947 -0.000462371 0.00411953 -0.00194637
internal_weight=0 1310.32 1208.71 488.866 238.582 719.844 653.887 159.971 493.916
internal_count=4780 757 675 251 150 424 402 68 334
is_linear=0
shrinkage=0.06


Tree=103
num_leaves=10
num_cat=0
split_feature=146 127 109 82 8 142 140 43 115
split_gain=0.604767 1.39022 1.76375 1.1046 2.07481 1.66417 1.55952 2.1378 1.31961
threshold=0.0072436286136507997 0.00017767510871635753 0.00099512818269431613 0.0010918468469753864 0.0095705352723598498 0.00899649551138282 0.00060774214216507982 0.00017767510871635753 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 8 6 -1 -8 -5
right_child=-2 2 -4 4 -6 -7 7 -9 -10
leaf_value=0.0031897882077202935 0.00063577184178687397 -0.007328633902840242 -0.0010081113379324213 -0.0030892275267705325 -0.0068051529032661425 0.003854049066739976 0.00048434841363786539 -0.0057627285209576962 0.0012132724010598432
leaf_weight=438.80433523654938 3445.1894841194153 170.38325500488281 2366.4790087938309 358.01207292079926 185.19440877437592 632.3863730430603 795.06884348392487 262.25132071971893 906.23116481304169
leaf_count=159 1585 131 1272 262 124 241 390 185 431
internal_value=0 -0.000358205 -0.00143262 0.000403582 -0.000873961 0.00127354 0.000182806 -0.00106514 -5.12203e-06
internal_weight=0 6114.81 2536.86 3577.95 1449.44 2128.51 1496.12 1057.32 1264.24
internal_count=4780 3195 1403 1792 817 975 734 575 693
is_linear=0
shrinkage=0.06


Tree=104
num_leaves=10
num_cat=0
split_feature=57 8 133 53 2 111 72 138 122
split_gain=0.597257 0.616525 1.59747 1.19372 1.34526 1.22549 2.27767 1.5406 1.49316
threshold=0.039062514901161201 0.00244467705488205 0.0012745757703669371 0.0072436286136507997 0.0011261500185355546 0.00017767510871635753 0.015675474889576439 0.00017767510871635753 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 8 -3
right_child=-2 3 -4 -5 -6 6 -8 -9 -10
leaf_value=0.00077543054466291527 0.0062097043791587304 0.0013659938590474864 -0.0018178594060185643 0.0015265075313046386 -0.0062843412943779861 0.0041665678269759256 -0.0032564842013345988 -0.0017483105109200468 -0.0079255693907010552
leaf_weight=1530.3026565313339 55.436517000198364 1311.3158071041107 1938.1955837011337 2004.9836472272873 129.37217533588409 540.32544910907745 205.3683670759201 1779.3330520391464 65.367011785507202
leaf_count=837 13 630 1122 889 91 177 97 873 51
internal_value=0 -3.62188e-05 -0.000673699 0.000330096 -0.000264977 -6.53878e-05 0.00212222 -0.000582268 0.000924816
internal_weight=0 9504.56 3468.5 6036.07 4031.08 3901.71 745.694 3156.02 1376.68
internal_count=4780 4767 1959 2808 1919 1828 274 1554 681
is_linear=0
shrinkage=0.06


Tree=105
num_leaves=10
num_cat=0
split_feature=44 31 126 135 16 68 107 59 117
split_gain=0.605884 0.732325 1.05629 1.95624 1.19882 1.06429 2.23629 1.09493 1.04068
threshold=0.086341444402933135 0.0014427106943912806 0.00043393640953581786 0.0079489401541650313 0.0010263677686452868 0.0020292587578296666 0.0031340263085439806 0.0098710241727530974 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8 -6
right_child=-2 2 3 -5 8 6 7 -9 -10
leaf_value=-0.00030553215043301019 -0.0034688877540547179 -0.00025234885795467758 -0.0031754263226758568 -0.0061829588831388204 -0.0068912654316978777 0.0069498809805709398 0.002568168541575109 -0.0039193609607711191 0.0028816957467213177
leaf_weight=6294.0519716739655 177.89118134975433 1593.1743521690369 88.264666557312012 98.978434920310974 84.950554728507996 451.86792433261871 586.49463438987732 111.45160865783691 72.874938130378723
leaf_count=3368 103 699 46 65 53 121 246 56 23
internal_value=0 6.57725e-05 0.000822562 0.00196815 0.00254612 0.00317391 0.00366131 0.00153221 -0.00237866
internal_weight=0 9382.11 3088.06 1494.88 1395.9 1238.08 1149.81 697.946 157.825
internal_count=4780 4677 1309 610 545 469 423 302 76
is_linear=0
shrinkage=0.06


Tree=106
num_leaves=10
num_cat=0
split_feature=27 146 105 117 147 131 93 90 91
split_gain=0.559641 1.11086 2.33157 1.24363 1.19264 2.20632 1.51749 1.27832 1.35724
threshold=0.00017767510871635753 0.00077738583786413084 0.00062670491752214741 0.010829726699739696 0.028884131461381916 0.028884131461381916 0.00096484774257987748 0.0016331639490090313 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 -6 7 8 -4
right_child=1 2 4 -5 5 -7 -8 -9 -10
leaf_value=0.0011518817349590639 0.0028645351239976248 -0.0030963549279823346 0.0017549190850853396 -0.0064593233585628074 -0.0013562094368227515 -0.014131134402057833 -0.00060238406889575116 0.0069452100410344131 -0.0015946281865118414
leaf_weight=1310.3159939050674 638.8098977804184 997.67799198627472 2026.2420071363449 56.01509165763855 665.69666814804077 52.508121609687805 3119.1749243736267 138.83236527442932 554.72720503807068
leaf_count=757 276 642 799 43 299 40 1611 45 268
internal_value=0 -0.000182956 -0.000394104 0.00211287 1.70443e-05 -0.00229019 0.000300838 0.00133669 0.001035
internal_weight=0 8249.68 7554.86 694.825 6557.18 718.205 5838.98 2719.8 2580.97
internal_count=4780 4023 3704 319 3062 339 2723 1112 1067
is_linear=0
shrinkage=0.06


Tree=107
num_leaves=10
num_cat=0
split_feature=74 128 39 25 19 10 18 38 149
split_gain=0.535939 1.25128 1.35775 2.01764 1.53559 1.49568 1.38795 1.28722 1.24061
threshold=0.00064626874518580746 0.0070226341485977182 0.0012745757703669371 0.0051502294372767219 0.02129978779703379 0.00050559637020342063 0.00075379351619631063 0.00017767510871635753 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 -4 -5 -7 -3 -8
right_child=1 2 3 5 -6 6 8 -9 -10
leaf_value=-0.00023931468194809879 0.0024646331280372222 0.0039519205064895337 -0.012225740768961836 -0.0094317081097508772 0.0028810787256744481 0.0036814483277865617 0.0018780404808152703 -0.0018289847919877808 -0.0088041031762865606
leaf_weight=7446.7708530426025 946.28979408740997 341.57346498966217 107.45065236091614 59.329203486442566 31.273443102836609 237.23222553730011 76.381908178329468 233.42412745952606 80.274594664573669
leaf_count=3882 362 125 87 36 12 80 26 121 49
internal_value=0 0.000843317 -0.000471435 -0.00248855 -0.00882012 -0.000550541 0.000787178 0.00160512 -0.00359575
internal_weight=0 2113.23 1166.94 591.942 138.724 453.218 393.889 574.998 156.657
internal_count=4780 898 536 290 99 191 155 246 75
is_linear=0
shrinkage=0.06


Tree=108
num_leaves=10
num_cat=0
split_feature=51 7 72 145 144 47 69 27 0
split_gain=0.544807 1.33857 1.84538 1.0472 1.02424 1.4195 1.04455 1.00775 1.2846
threshold=0.00017767510871635753 0.011519505176693203 0.0054799309000372895 0.0045489775948226461 0.0017376682371832433 0.00073092587990686308 0.00085274505545385193 0.00017767510871635753 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 8 -2
right_child=7 -3 3 -5 -6 6 -8 -9 -10
leaf_value=-0.0022490429745872301 0.0028902467832392902 -0.009921960316389181 0.010042819765729535 0.0071461683773104585 -0.004567189969048817 -0.0071470928407698737 0.0042453471771598866 -4.130880264586748e-05 -0.0052414235237737599
leaf_weight=883.98483240604401 766.42266774177551 59.42563259601593 68.102548956871033 127.33532333374023 92.844197511672974 52.411692500114441 64.788437128067017 7367.7244518995285 76.960482835769653
leaf_count=589 395 41 14 45 45 35 21 3539 56
internal_value=0 -0.00111752 -0.000711765 0.00263963 0.00057654 0.00315376 -0.000849332 0.000183583 0.00214821
internal_weight=0 1348.89 1289.47 405.482 278.147 185.303 117.2 8211.11 843.383
internal_count=4780 790 749 160 115 70 56 3990 451
is_linear=0
shrinkage=0.06


Tree=109
num_leaves=10
num_cat=0
split_feature=128 19 12 138 15 18 18 81 138
split_gain=0.544552 0.99206 1.4798 1.95869 1.40706 1.57908 1.19913 0.993993 0.990894
threshold=0.00039601318712811922 0.0084566329605877417 0.00087947337306104611 0.0017376682371832433 0.060991313308477409 0.00096484774257987748 0.0005893622583243997 0.0005893622583243997 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 -1 7 -3 -6 -2
right_child=8 2 3 -5 5 -7 -8 -9 -10
leaf_value=-0.0022410298836585303 0.00097814733835774369 -0.0011720266092700711 -0.010867478466443781 0.0033154406763507352 0.0048921338777876411 0.011517608322281976 0.0036245601554802734 -0.0043689553525802401 -0.00046238713134084546
leaf_weight=1505.7183440923691 3558.8708029985428 298.98399746417999 81.732872009277344 61.377896189689636 77.840185523033142 56.605507016181946 503.78563058376312 89.915802121162415 3325.1692289113998
leaf_count=993 1697 182 65 23 42 14 190 72 1502
internal_value=0 -0.000726313 0.000836098 -0.00478465 -0.00158052 0.00285221 0.00183812 -7.17323e-05 0.000282332
internal_weight=0 2675.96 945.88 143.111 1730.08 224.361 802.77 167.756 6884.04
internal_count=4780 1581 460 88 1121 128 372 114 3199
is_linear=0
shrinkage=0.06


Tree=110
num_leaves=10
num_cat=0
split_feature=18 98 74 128 148 94 89 29 79
split_gain=0.542324 0.700201 0.669962 1.20423 1.11206 1.08606 2.62112 0.954508 1.0887
threshold=0.13848232477903369 0.0019672545604407792 0.00064626874518580746 0.0070226341485977182 0.0051502294372767219 0.00066645268816500913 0.0035485138650983576 0.010180860292166473 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 7 -6 -7 8 -4
right_child=1 -3 3 -5 5 6 -8 -9 -10
leaf_value=-0.00034002541376248438 0.0055977896722850858 -0.001821150653690324 -0.0065963162163410792 -0.0004123710100301105 0.0089405177752357769 0.0047234045940587116 -0.0053500072738601702 -0.0085558736270582129 0.0034194014206169834
leaf_weight=7253.6709607839584 134.05997610092163 69.560826301574707 52.508121609687805 1164.6016397476196 119.0559641122818 448.74667072296143 117.29655873775482 47.832161545753479 152.66738724708557
leaf_count=3825 36 30 40 534 33 138 61 36 47
internal_value=0 0.00306334 -6.66667e-05 0.000876333 0.00247618 0.00373157 0.00263597 -0.000923193 0.000856198
internal_weight=0 203.621 9356.38 2102.71 938.107 685.099 566.043 253.008 205.176
internal_count=4780 66 4714 889 355 232 199 123 87
is_linear=0
shrinkage=0.06


Tree=111
num_leaves=10
num_cat=0
split_feature=44 141 146 135 19 146 150 23 99
split_gain=0.547368 0.618339 1.2209 1.5198 1.30328 1.10241 1.25944 1.11279 1.14183
threshold=0.086341444402933135 0.010829726699739696 0.0072436286136507997 0.00064626874518580746 0.0013986918493174019 0.021960759535431865 0.007706565549597145 0.022641776129603389 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 -4
right_child=-2 2 5 -5 -6 -7 -8 -9 -10
leaf_value=-0.00015227275131902832 -0.0032971230932102693 -0.0030870328692491904 -0.0019439339929802624 -0.0056122247558004282 0.0033985322562877633 -0.0015475095936994269 -0.004481154783066695 0.011239180909427099 0.0049002079368181224
leaf_weight=7854.7957314252853 177.89118134975433 179.25302958488464 109.01719951629639 173.60093772411346 295.29600989818573 181.10886406898499 61.667183518409729 77.454469084739685 449.91566073894501
leaf_count=3995 103 114 49 119 110 91 38 22 139
internal_value=0 6.25157e-05 0.00116715 -0.00080857 0.000948718 0.00262372 0.00370593 0.00449928 0.00356529
internal_weight=0 9382.11 1527.31 648.15 474.549 879.163 698.055 636.387 558.933
internal_count=4780 4677 682 343 224 339 248 210 188
is_linear=0
shrinkage=0.06


Tree=112
num_leaves=10
num_cat=0
split_feature=47 64 47 45 95 17 137 22 58
split_gain=0.525521 0.902106 1.01303 2.26351 1.93057 1.44223 1.37557 1.26667 1.13084
threshold=0.00017767510871635753 0.0016846025246195497 0.0027679565828293566 0.0022975050378590827 0.020658296532928947 0.0021592099219560628 0.0031340263085439806 0.00073092587990686308 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 7 -4 -6
right_child=1 -3 3 -5 8 -7 -8 -9 -10
leaf_value=-0.0017440997124987319 0.0013662371905847259 -0.0046137187966700556 -0.0038459535114373639 0.00028964931230087435 0.0017167926451779876 -0.0068153559816673745 0.0049455712711869429 0.0021554284063760015 -0.0082460213588134799
leaf_weight=583.95195543766022 3145.5304828882217 143.01433908939362 563.66972732543945 4427.7551943063736 61.377896189689636 245.88546049594879 101.90683031082153 163.28472650051117 123.62365436553955
leaf_count=293 1368 83 374 2278 23 171 38 61 91
internal_value=0 0.000113465 0.000190002 -0.000309898 0.00101591 -0.00277992 -0.00158279 -0.00249795 -0.00494066
internal_weight=0 8976.05 8833.03 5502.5 3330.53 1074.75 828.861 726.954 185.002
internal_count=4780 4487 4404 2922 1482 644 473 435 114
is_linear=0
shrinkage=0.06


Tree=113
num_leaves=10
num_cat=0
split_feature=44 57 92 33 137 40 134 27 34
split_gain=0.491901 0.681786 0.593687 1.14439 1.258 0.986072 1.03435 1.001 1.15294
threshold=0.086341444402933135 0.039062514901161201 0.002945306478068233 0.022641776129603389 0.0020292587578296666 0.0036604277556762104 0.0011261500185355546 0.0041444667149335155 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 -1 -9
right_child=-2 -3 3 4 -6 -7 -8 8 -10
leaf_value=0.00041316985068460085 -0.0031256055431836262 0.0068388221773428163 -0.0003458927092387066 -0.0097491427303187141 0.0046098847589055112 0.0013718443266907752 -0.0065022891232569442 -0.00020832130238019377 -0.0063613961847777505
leaf_weight=2373.2882499694824 177.89118134975433 53.098536968231201 3977.5857683420181 91.18122124671936 28.935463070869446 2306.7150225639343 93.326343059539795 276.19461250305176 181.78386783599854
leaf_count=1327 103 11 1947 78 10 975 70 133 126
internal_value=0 5.92636e-05 2.0676e-05 -0.000520137 -0.00629013 0.000444297 -0.000287288 -8.24243e-05 -0.00265064
internal_weight=0 9382.11 9329.01 4097.7 120.117 5231.31 2924.59 2831.27 457.978
internal_count=4780 4677 4666 2035 88 2631 1656 1586 259
is_linear=0
shrinkage=0.06


Tree=114
num_leaves=10
num_cat=0
split_feature=123 98 36 70 45 76 63 131 29
split_gain=0.485816 0.884178 0.592319 0.779207 0.708918 1.13458 1.95458 1.45559 2.22959
threshold=0.021960759535431865 0.00080172589514404546 0.047455845400691039 0.00062670491752214741 0.0051502294372767219 0.0016331639490090313 0.00052132029668428015 0.0063990866765379914 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 6 -6 -8 -9
right_child=1 -3 3 -5 5 -7 7 8 -10
leaf_value=-0.00044758325942559509 0.0026782742142670225 -0.011041977184533987 0.0063200919088144802 -0.0013585063076866554 0.0042204880243884649 -0.0016948333133797939 -0.00067911554139764155 0.0036575595278697543 -0.0065282304238191086
leaf_weight=5715.0161973237991 30.104453086853027 38.576670527458191 120.03209590911865 78.816317319869995 586.78392171859741 624.1679208278656 1598.7909219264984 680.42323350906372 87.288534760475159
leaf_count=2853 11 33 24 33 261 411 871 228 55
internal_value=0 -0.00502809 3.63843e-05 0.00327657 -3.29521e-05 0.000629425 0.00112065 0.000352032 0.00249944
internal_weight=0 68.6811 9491.32 198.848 9292.47 3577.45 2953.29 2366.5 767.712
internal_count=4780 44 4736 57 4679 1826 1415 1154 283
is_linear=0
shrinkage=0.06


Tree=115
num_leaves=10
num_cat=0
split_feature=77 117 108 53 146 61 36 67 138
split_gain=0.484603 1.29735 1.59596 1.69683 1.3601 1.18137 1.40943 1.52788 1.43417
threshold=0.010500331409275534 0.0049928687512874612 0.0019672545604407792 0.0020932231564074759 0.0072436286136507997 0.0014881226234138014 0.00747153488919139 0.0031340263085439806 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 6 7 -2 -8
right_child=1 2 -4 4 -6 -7 8 -9 -10
leaf_value=0.00020259280721123034 -0.0021461839852754861 -0.0074894178363842578 -0.0068042271194065163 -0.002084624811984113 0.010220699060800916 0.0020205410365536592 0.01018945515756477 -0.011917184608100342 -0.00049918063863069542
leaf_weight=7804.6255898475647 386.47723114490509 65.174153566360474 254.94809329509735 61.570754408836365 68.102548956871033 597.79881811141968 58.847057938575745 67.704991817474365 194.75102782249451
leaf_count=3957 188 41 164 33 14 236 11 53 83
internal_value=0 -0.000900754 -0.00367976 0.000408459 0.00437795 5.66618e-05 -0.00160205 -0.00360275 0.0019811
internal_weight=0 1755.37 449.796 194.847 129.673 1305.58 707.78 454.182 253.598
internal_count=4780 823 252 88 47 571 335 241 94
is_linear=0
shrinkage=0.06


Tree=116
num_leaves=10
num_cat=0
split_feature=76 76 5 49 100 36 101 125 143
split_gain=0.506879 1.637 1.92082 1.29072 1.249 1.21721 1.9368 1.22995 1.53911
threshold=0.000490355829242617 0.0003614811430452392 0.0011261500185355546 0.000490355829242617 0.060991313308477409 0.0048403022810816774 0.0060143163427710542 0.0036604277556762104 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 7 -2 -9
right_child=5 2 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.00013701272744176462 -0.00060250855037364919 0.0070368915598410763 -0.0017769582216479115 -0.0012246620931333934 0.0064074087340444692 -0.0056370791414073864 0.0030410477439501804 0.00033733727765490455 -0.0086590511365822534
leaf_weight=6607.2313226461411 1305.8328920602798 345.9601377248764 194.16061246395111 84.757696509361267 106.67921948432922 172.33551859855652 460.13544285297394 116.12756872177124 166.7798558473587
leaf_count=3213 763 114 112 43 47 113 192 60 123
internal_value=0 0.000240357 0.00317769 0.00541116 -3.30266e-05 -0.000794131 -0.000386779 -0.00137956 -0.00496622
internal_weight=0 7338.79 624.878 430.718 6713.91 2221.21 2048.88 1588.74 282.907
internal_count=4780 3529 269 157 3260 1251 1138 946 183
is_linear=0
shrinkage=0.06


Tree=117
num_leaves=10
num_cat=0
split_feature=138 95 76 10 67 0 36 20 131
split_gain=0.48579 1.03903 1.25875 1.50179 1.57087 0.958105 1.09527 0.876533 0.870522
threshold=0.0054799309000372895 0.0049928687512874612 0.0016331639490090313 0.00017767510871635753 0.00044738779251929378 0.0026833302108570938 0.00085274505545385193 0.0013146653072908523 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -3 -5 -6
right_child=1 5 -4 7 8 -7 -8 -9 -10
leaf_value=0.00018810506229716554 0.002125153575767931 -0.0073315906318565062 -0.0087124482740579823 -0.00033335186594297701 -0.0062153024175053122 -0.0067988925134778366 0.0044387584931690387 0.0032794266120228809 -0.020637979767950863
leaf_weight=8010.572531580925 42.770485043525696 45.397752404212952 59.522061705589294 712.8538259267807 32.538862228393555 186.17054057121277 76.285479068756104 365.83296799659729 28.055760383605957
leaf_count=4084 12 29 46 300 18 115 21 131 24
internal_value=0 -0.000972507 -0.000198821 0.000229882 -0.00667884 -0.00409278 4.746e-05 0.00089191 -0.0128931
internal_weight=0 1549.43 1241.57 1182.05 103.365 307.854 121.683 1078.69 60.5946
internal_count=4780 696 531 485 54 165 50 431 42
is_linear=0
shrinkage=0.06


Tree=118
num_leaves=10
num_cat=0
split_feature=146 141 20 47 11 24 15 19 95
split_gain=0.488771 1.32504 1.55024 1.21302 1.18765 1.26301 1.12945 1.11851 1.44996
threshold=0.0072436286136507997 0.0011980500421486797 0.012636432424187662 0.00017767510871635753 0.0035485138650983576 0.002945306478068233 0.044033329933881767 0.04673989117145539 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 7 -6 -2 8 -5
right_child=6 3 -4 4 5 -7 -8 -9 -10
leaf_value=0.0011484064390032049 0.00039095772733164732 -0.0065920508561884061 -0.0053871774113181184 0.00065750843962885709 -0.0043469750928292455 -0.00061960279219430529 0.0071064732424477089 0.005458977652745267 -0.0028717172095584728
leaf_weight=2272.4895026683807 3352.538144826889 136.19325721263885 138.62766635417938 1530.4109263420105 579.26415467262268 752.29835844039917 92.651339292526245 128.40788424015045 577.11903285980225
leaf_count=1108 1550 87 94 783 348 378 35 41 356
internal_value=0 -0.000322025 0.000772642 -0.00103466 -0.000822498 -0.00224111 0.000571558 2.23223e-05 -0.000308923
internal_weight=0 6114.81 2411.12 3703.69 3567.5 1331.56 3445.19 2235.94 2107.53
internal_count=4780 3195 1202 1993 1906 726 1585 1180 1139
is_linear=0
shrinkage=0.06


Tree=119
num_leaves=10
num_cat=0
split_feature=55 54 74 34 10 75 61 108 19
split_gain=0.4912 1.36456 0.769953 1.45145 1.34769 1.06988 1.0151 0.972335 1.37345
threshold=0.0063990866765379914 0.0045489775948226461 0.0020932231564074759 0.00899649551138282 0.00068727668258361529 0.011169348377734424 0.0034400182776153092 0.00073092587990686308 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 7 -4 -6 -9
right_child=1 -3 3 -5 5 -7 -8 8 -10
leaf_value=8.0129788385817531e-05 0.0049948014269769591 -0.0055496638983784713 -0.011219311340746118 -0.0090855694810777765 0.0032259422204137939 0.003787477581801479 0.0017844078150982736 -0.0098545008029918921 0.000496037724281776
leaf_weight=8645.7790302038193 195.43787229061127 57.087652564048767 69.946542739868164 90.891933917999268 86.806389212608337 197.87228143215179 31.273443102836609 88.746812105178833 96.15830934047699
leaf_count=4352 59 39 50 63 30 66 12 71 38
internal_value=0 0.00261105 -7.08416e-05 -0.00204345 -0.000922096 0.000431471 -0.00720162 -0.00201252 -0.00447179
internal_weight=0 252.526 9307.47 661.696 570.804 469.584 101.22 271.712 184.905
internal_count=4780 98 4682 330 267 205 62 139 109
is_linear=0
shrinkage=0.06


Tree=120
num_leaves=10
num_cat=0
split_feature=106 117 108 53 92 123 36 98 146
split_gain=0.477544 0.877521 0.794542 2.00969 0.712713 1.21578 1.49749 0.996258 1.09051
threshold=0.020035739988088611 0.022641776129603389 0.079227816313505187 0.040252277627587325 0.0092791137285530585 0.00038414125447161501 0.00047558375808876013 0.034632634371519096 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 6 -6 8 -2
right_child=1 -3 3 -5 5 -7 -8 -9 -10
leaf_value=0.00014408177241536114 0.0038384194311495081 -0.0046780712254003692 -0.0034883029463975254 0.013449849197604677 -0.0029301070137364073 -0.0086210476527681917 0.0091360088821466259 0.0067561711754351829 -0.0043260311666099525
leaf_weight=8570.601634144783 69.657255411148071 211.2014764547348 52.508121609687805 48.519006013870239 61.763612627983093 31.562730431556702 92.458481073379517 40.528934121131897 381.19901502132416
leaf_count=4150 35 161 40 12 43 27 25 15 272
internal_value=0 -0.0012481 -0.00031721 0.00464637 -0.00105773 0.00210794 0.00430371 -0.00225462 -0.00306462
internal_weight=0 989.399 778.197 101.027 677.17 185.785 154.222 491.385 450.856
internal_count=4780 630 469 52 417 95 68 322 307
is_linear=0
shrinkage=0.06


Tree=121
num_leaves=10
num_cat=0
split_feature=31 68 75 102 72 80 58 8 37
split_gain=0.480658 0.960161 0.940657 1.07483 0.913819 1.15316 1.24464 1.7261 1.50269
threshold=0.0014427106943912806 0.0027679565828293566 0.054214311763644225 0.0056525857653468856 0.0037758676335215573 0.0084566329605877417 0.00046126570669002836 0.022641776129603389 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 6 8 -8 -6
right_child=1 -3 3 -5 5 -7 7 -9 -10
leaf_value=-0.00088650965427239739 -0.00070084890955409243 0.0014431158861556762 -0.014302132495886761 -0.0014860198257842666 0.0051025113207157887 0.0032328442968687808 -0.001131780057022817 0.0054358667986857826 -0.0021499361556334968
leaf_weight=3336.3668463230133 1234.066036939621 1925.0101805925369 36.238690495491028 67.319275379180908 323.84575653076172 486.2507803440094 1843.9167902469635 156.27078640460968 150.71512365341187
leaf_count=2023 559 796 31 33 100 175 943 55 65
internal_value=0 0.000605594 -0.000298882 -0.00597084 -0.000205608 0.000561611 3.67543e-05 -0.000618663 0.00279922
internal_weight=0 3159.08 6400.92 103.558 6297.37 2961 2474.75 2000.19 474.561
internal_count=4780 1355 3425 64 3361 1338 1163 998 165
is_linear=0
shrinkage=0.06


Tree=122
num_leaves=10
num_cat=0
split_feature=78 132 102 115 32 45 63 45 63
split_gain=0.466953 0.743483 0.915896 1.45873 0.710655 0.595801 0.951164 1.40908 1.75822
threshold=0.12087306752800943 0.0013560238294303419 0.0016846025246195497 0.0014427106943912806 0.0026833302108570938 0.0051502294372767219 0.00052132029668428015 0.021960759535431865 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -3 -1 -7 8 -8
right_child=1 4 3 -5 -6 6 7 -9 -10
leaf_value=-0.0004634268105704091 0.0040660792794042716 0.00067525524616620541 0.0014884657439993496 -0.013787690550105485 0.008619692191295129 0.002381730369032364 -0.0068733880006598786 -0.0029529312399574829 0.00099049850840635827
leaf_weight=5657.1452711820602 83.299419164657593 72.971367239952087 56.70193612575531 37.311251401901245 91.193061947822571 778.11256790161133 107.35422325134277 478.81560170650482 2197.0955669879913
leaf_count=2833 27 28 19 27 19 405 82 326 1014
internal_value=0 0.00217876 -0.000515108 -0.00457422 0.00508838 -8.07066e-05 0.000527233 8.77498e-06 0.000624154
internal_weight=0 341.477 177.313 94.0132 164.164 9218.52 3561.38 2783.27 2304.45
internal_count=4780 120 73 46 47 4660 1827 1422 1096
is_linear=0
shrinkage=0.06


Tree=123
num_leaves=10
num_cat=0
split_feature=47 45 14 112 3 14 20 138 19
split_gain=0.482535 1.94986 1.29709 1.21219 1.73675 1.20653 1.19038 1.10072 1.58931
threshold=0.0027679565828293566 0.0022975050378590827 0.0045489775948226461 0.00073092587990686308 0.00899649551138282 0.002945306478068233 0.0058306583669036635 0.0045489775948226461 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 6 3 -3 5 -5 -2 -1 -9
right_child=1 2 -4 4 -6 -7 -8 8 -10
leaf_value=0.001087774867544604 -0.0034958150080668625 0.0013090380839403208 -0.0026287522430523129 -0.00093701830257996636 0.009471402805176837 -0.0091652091462021135 0.0020138355314508172 1.2590136648873105e-05 -0.0057892912300563345
leaf_weight=2977.8472429513931 916.04154908657074 2621.9566104412079 518.66953206062317 1193.0194351673126 55.436517000198364 67.801420927047729 166.88812565803528 828.49924910068512 213.84058451652527
leaf_count=1377 582 1225 306 696 13 58 69 335 119
internal_value=0 -0.00036313 0.000191738 0.000563201 -0.00092249 -0.00137949 -0.00264673 0.000500393 -0.00117769
internal_weight=0 5539.81 4456.88 3938.21 1316.26 1260.82 1082.93 4020.19 1042.34
internal_count=4780 2949 2298 1992 767 754 651 1831 454
is_linear=0
shrinkage=0.06


Tree=124
num_leaves=10
num_cat=0
split_feature=126 44 96 45 47 86 127 75 66
split_gain=0.456325 0.481764 0.644382 0.562921 1.60072 1.51722 1.8603 1.36702 1.14602
threshold=0.0081988852471113222 0.086341444402933135 0.0037758676335215573 0.0051502294372767219 0.0032328735105693345 0.0015833032084628942 0.0012745757703669371 0.0020932231564074759 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 8 -6
right_child=-2 2 -4 -5 5 -7 -8 -9 -10
leaf_value=0.00049389802539026313 -0.002899247657407099 -0.0074544610983505403 -5.1203217713212398e-05 0.00073847420686080835 -0.0030638924150996442 0.0012941248555259906 5.161020559721385e-05 -0.0068394260572215261 0.0068048934121718949
leaf_weight=3789.197358250618 191.52150440216064 71.21196186542511 104.34123945236206 3352.2251760959625 489.52937006950378 498.22996783256531 615.61111497879028 401.7586897611618 46.373884201049805
leaf_count=1717 154 56 45 1653 345 200 325 265 20
internal_value=0 5.92698e-05 -0.00305428 0.000118728 -0.000236971 -0.00158691 -0.00251104 -0.00419351 -0.00220991
internal_weight=0 9368.48 175.553 9192.93 5840.7 2051.5 1553.27 937.662 535.903
internal_count=4780 4626 101 4525 2872 1155 955 630 365
is_linear=0
shrinkage=0.06


Tree=125
num_leaves=10
num_cat=0
split_feature=128 34 39 123 142 81 71 110 141
split_gain=0.470283 0.886005 1.19528 1.58322 0.758637 1.39119 1.25426 0.807512 0.890775
threshold=0.05109804309904576 0.00055427959887310873 0.0027679565828293566 0.00038414125447161501 0.0014427106943912806 0.0015833032084628942 0.001792412775103003 0.00057154725072905432 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -6 -8 -9
right_child=-2 -3 3 -5 6 -7 7 8 -10
leaf_value=-0.0045247287765172407 0.002537795628245923 0.00010772268567929086 0.0094539240046119851 -0.0031973620630120739 -0.012905874529596024 0.0029673791760850025 -0.0069026949089523214 0.0087410387329886242 -0.0032259558831171362
leaf_weight=207.79093551635742 255.83963668346405 8520.9982265233994 69.464397192001343 73.067796349525452 63.125460863113403 156.36721551418304 108.61964237689972 32.44243311882019 72.284522771835327
leaf_count=163 91 4201 25 33 54 60 88 13 52
internal_value=0 -6.97826e-05 -0.00200108 0.00296836 -0.00310672 -0.00130766 -0.00547637 -0.00327811 0.000481193
internal_weight=0 9304.16 783.162 142.532 640.63 364.158 276.472 213.347 104.727
internal_count=4780 4689 488 58 430 223 207 153 65
is_linear=0
shrinkage=0.06


Tree=126
num_leaves=10
num_cat=0
split_feature=25 23 137 31 88 123 140 7 125
split_gain=0.419214 1.05131 1.79258 0.880719 0.836754 0.74056 0.992483 0.734238 1.14978
threshold=0.030689206905663017 0.013860232196748258 0.0018488886416889729 0.00044738779251929378 0.00747153488919139 0.00052132029668428015 0.00090704852482303988 0.00073092587990686308 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 7 -5 -7 -2 -9
right_child=1 2 -4 5 -6 6 -8 8 -10
leaf_value=-0.00011839058178964433 0.0010016681697952792 -0.0098651300933308619 0.0054255714743853397 0.008648008990797821 0.0030302456737327493 0.0067315550568202718 -0.0020843382062010248 -0.00025430906165687924 -0.014356236526785481
leaf_weight=8780.4057402610779 92.747768402099609 71.115532755851746 45.108465075492859 108.53505396842957 194.36531138420105 93.531041979789734 90.409788370132446 45.204894185066223 38.576670527458191
leaf_count=4477 40 51 14 24 63 21 38 19 33
internal_value=0 0.00133341 -0.00393055 0.00225567 0.000314281 0.00471757 0.00239841 -0.0026761 -0.00674745
internal_weight=0 779.595 116.224 663.371 370.895 292.476 183.941 176.529 83.7816
internal_count=4780 303 65 238 155 83 59 92 52
is_linear=0
shrinkage=0.06


Tree=127
num_leaves=10
num_cat=0
split_feature=1 145 14 94 110 12 79 44 26
split_gain=0.466365 1.16968 1.37963 0.955861 1.76518 0.892677 0.870024 0.802161 0.729395
threshold=0.022641776129603389 0.0012745757703669371 0.0026012937305495147 0.0028552538715302949 0.00050559637020342063 0.002945306478068233 0.0011261500185355546 0.0038949446752667431 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 3 5 4 -2 6 7 -3 -1
right_child=1 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-7.9691243365167865e-06 -0.0087911822380571467 -0.0043332573384082668 -0.0081724359151507144 0.0071274653510809017 0.0048580841645466935 0.0062032468201229781 -0.0083592798275373414 0.0052134640687336404 -0.0028750887902506584
leaf_weight=8558.9844816923141 49.001151561737061 54.749672532081604 74.62250280380249 173.41992020606995 112.23488223552704 83.299419164657593 46.663171529769897 75.212918162345886 331.81214702129364
leaf_count=4263 37 37 54 50 37 27 35 25 215
internal_value=0 0.00152748 -0.000981372 0.00403553 0.000709943 0.00108313 -0.0013316 0.00119169 -0.000114972
internal_weight=0 669.204 334.548 334.656 161.236 259.925 176.626 129.963 8890.8
internal_count=4780 302 178 124 74 124 97 62 4478
is_linear=0
shrinkage=0.06


Tree=128
num_leaves=10
num_cat=0
split_feature=71 104 37 100 131 48 117 131 136
split_gain=0.433078 0.520448 0.471094 1.09659 1.71602 2.05232 1.52792 1.4228 1.00861
threshold=0.27827766537666326 0.00017767510871635753 0.0032328735105693345 0.0028552538715302949 0.0079489401541650313 0.00090704852482303988 0.00093549740267917525 0.00017767510871635753 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 5 7 -5 -4 -1
right_child=1 -3 3 6 -6 -7 -8 -9 -10
leaf_value=0.00045579128134342175 0.0018268877263915239 -0.0054519848255069276 -0.0011160040870094334 0.011917540132612016 0.0011975939873415968 0.0096636393711520326 0.00025408341747223582 -0.0069149107766858795 -0.002217403951649512
leaf_weight=7015.1360905170441 52.411692500114441 108.71607148647308 248.52456855773926 42.770485043525696 372.84690809249878 38.09452497959137 740.2227418422699 393.47933053970337 547.79785335063934
leaf_count=3439 35 93 129 12 137 8 348 253 326
internal_value=0 -0.00308431 5.28753e-05 -0.000809276 -0.00207378 -0.00386723 0.000891192 -0.00467011 0.000262167
internal_weight=0 161.128 9398.87 1835.94 1052.95 680.098 782.993 642.004 7562.93
internal_count=4780 128 4652 887 527 390 360 382 3765
is_linear=0
shrinkage=0.06


Tree=129
num_leaves=10
num_cat=0
split_feature=18 99 97 23 83 92 9 3 73
split_gain=0.449513 0.901268 0.570388 1.65426 1.26832 1.22415 1.5761 1.22796 1.09856
threshold=0.13848232477903369 0.0068083447404205808 0.00017767510871635753 0.02636832278221846 0.018276390619575981 0.002945306478068233 0.0020932231564074759 0.0027679565828293566 0.020658296532928947
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 8 6 -6 -7 -1
right_child=1 -3 3 -5 5 7 -8 -9 -10
leaf_value=-0.001541044578097228 0.0053783175926983059 -0.0033647732282066577 0.00077145058292773768 -0.0037264160862013705 0.0011331129533974703 -0.0020604806000424419 0.0083299396379253599 0.0087396713562527574 0.0029094825946065759
leaf_weight=2917.3744343519211 143.31546711921692 60.305335283279419 4025.9592789411545 317.59140861034393 1114.4078167676926 604.78907680511475 121.49037325382233 40.432505011558533 214.3345707654953
leaf_count=1699 39 27 1713 193 614 360 40 10 85
internal_value=0 0.00278892 -6.06947e-05 0.000442576 -0.000496772 0.000734652 0.00184057 -0.00138369 -0.00123645
internal_weight=0 203.621 9356.38 4343.55 5012.83 1881.12 1235.9 645.222 3131.71
internal_count=4780 66 4714 1906 2808 1024 654 370 1784
is_linear=0
shrinkage=0.06


Tree=130
num_leaves=10
num_cat=0
split_feature=72 0 82 7 49 107 112 30 142
split_gain=0.453944 1.33578 1.06665 1.23282 1.6674 0.991021 1.19173 0.755869 0.891563
threshold=0.030689206905663017 0.0051502294372767219 0.0012357163941487672 0.011519505176693203 0.0005893622583243997 0.00073092587990686308 0.00244467705488205 0.025578102096915249 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -5 -3 -7 -1 -9
right_child=1 5 -4 4 -6 6 -8 8 -10
leaf_value=1.1248768725144736e-05 0.0045428167999485404 -0.00016856201863482245 -0.0054030942374072169 -0.012022526391975513 0.0037339185848729826 -0.0088546550609436264 0.0036863829845154117 0.00076262531566209364 0.007387940966458513
leaf_weight=8468.9485690593719 246.29485833644867 130.93872249126434 80.178165555000305 44.325191497802734 53.194966077804565 171.35938680171967 32.44243311882019 223.68649089336395 108.63148307800293
leaf_count=4304 73 53 44 33 16 122 13 93 29
internal_value=0 -0.00140816 0.000828757 0.00228203 -0.00342775 -0.00424151 -0.0068583 0.000121394 0.00292838
internal_weight=0 758.734 423.993 343.815 97.5202 334.741 203.802 8801.27 332.318
internal_count=4780 354 166 122 49 188 135 4426 122
is_linear=0
shrinkage=0.06


Tree=131
num_leaves=10
num_cat=0
split_feature=1 47 133 63 125 98 12 71 4
split_gain=0.434492 1.1331 1.07635 1.05984 0.973854 0.753516 0.870326 0.582901 0.681199
threshold=0.022641776129603389 0.0014427106943912806 0.010829726699739696 0.0021592099219560628 0.0026833302108570938 0.015675474889576439 0.00747153488919139 0.025578102096915249 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 3 7 -4 6 -2 8 -3
right_child=1 2 4 -5 -6 -7 -8 -9 -10
leaf_value=-0.00011097420477887159 -0.0017153539239670443 -0.0022664470391869696 0.0091802030249984179 -0.0081276564726500446 -0.00095061260956849517 0.010237988256660153 0.0067583997329665685 -0.0035465379595509584 0.0071538783059864556
leaf_weight=8890.7966287136078 83.588706493377686 51.146273374557495 67.029988050460815 83.877993822097778 69.657255411148071 65.860998034477234 91.289491057395935 96.640454888343811 60.11247706413269
leaf_count=4478 42 29 18 57 35 17 24 63 17
internal_value=0 0.00147436 -0.000376278 -0.00243458 0.00401743 0.00476811 0.00270809 -0.000137673 0.0028233
internal_weight=0 669.204 428.464 291.777 136.687 240.739 174.878 207.899 111.259
internal_count=4780 302 219 166 53 83 66 109 46
is_linear=0
shrinkage=0.06


Tree=132
num_leaves=10
num_cat=0
split_feature=47 45 25 9 39 35 102 95 2
split_gain=0.433872 0.957829 1.34671 1.50374 1.27942 1.54124 1.0514 1.21889 1.49086
threshold=0.00017767510871635753 0.00064626874518580746 0.00017767510871635753 0.00073092587990686308 0.028884131461381916 0.0010585968848317864 0.00052132029668428015 0.014740333426743748 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -3 -8 -9
right_child=1 6 4 -5 -6 -7 7 8 -10
leaf_value=-0.0015847364671162649 0.0023158842960852269 -0.0016602109132679878 -0.0057302178150434166 0.012949738219577364 0.010765491890707054 0.0012808741710776742 0.00042618696785262346 -0.0041709288045842161 0.003916745319284611
leaf_weight=583.95195543766022 136.09682810306549 1349.3748099803925 131.80658447742462 73.851069927215576 43.843045949935913 785.92162227630615 5932.0981459617615 421.14937448501587 101.90683031082153
leaf_count=293 82 815 98 14 8 333 2842 257 38
internal_value=0 0.000103098 0.00170284 0.00605644 0.000752288 0.000273922 -0.000137036 0.000181365 -0.00259521
internal_weight=0 8976.05 1171.52 209.948 961.571 917.728 7804.53 6455.15 523.056
internal_count=4780 4487 535 96 439 431 3952 3137 295
is_linear=0
shrinkage=0.06


Tree=133
num_leaves=10
num_cat=0
split_feature=139 133 101 124 99 135 56 14 32
split_gain=0.430393 0.896607 0.759306 0.572789 2.39253 1.46548 1.69604 1.38725 2.26579
threshold=0.0032328735105693345 0.0054799309000372895 0.00017767510871635753 0.0033348383149132137 0.034632634371519096 0.015200819820165636 0.0031340263085439806 0.0054799309000372895 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 7 -5 -9
right_child=1 -3 -4 4 -6 -7 -8 8 -10
leaf_value=0.00029435009622624418 0.0019837425273959443 0.0050677448138819418 -0.008918195309243572 0.00064061655142291004 -0.0090883858333545009 -0.0086919541188682607 -0.010899688144532595 0.0036422290535356779 -0.0043124680658145134
leaf_weight=5841.9302821159363 60.208906173706055 166.30955100059509 37.214822292327881 2508.8657069206238 117.68227517604828 74.718931913375854 52.411692500114441 170.29866659641266 530.35943222045898
leaf_count=3055 22 39 22 1084 81 59 35 67 316
internal_value=0 0.00239016 -0.00218068 -6.78083e-05 -0.000680286 -0.000383736 -0.000193426 -1.85917e-05 -0.00237904
internal_weight=0 263.733 97.4237 9296.27 3454.34 3336.65 3261.94 3209.52 700.658
internal_count=4780 83 44 4697 1642 1561 1502 1467 383
is_linear=0
shrinkage=0.06


Tree=134
num_leaves=10
num_cat=0
split_feature=27 146 146 101 72 136 106 46 4
split_gain=0.438897 0.856609 1.04942 1.1571 1.3873 1.18444 1.13695 1.22617 1.6355
threshold=0.00017767510871635753 0.00077738583786413084 0.0072436286136507997 0.010829726699739696 0.030689206905663017 0.0017376682371832433 0.0019071503775194289 0.0033348383149132137 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 8 -8
right_child=1 2 3 -5 -6 -7 7 -9 -10
leaf_value=0.0010200794791879009 0.0018540200408127781 -0.0009565000746080206 -0.00093269959182142633 0.0033543098206170771 -0.0044255160762580008 -0.0035671193495952383 -0.00015377145102337414 0.00036953426282071428 0.0062157644164823524
leaf_weight=1310.3159939050674 694.82498943805695 4337.3454059362411 829.46354019641876 434.22480428218842 231.27900564670563 241.89634490013123 229.91715741157532 857.23001325130463 393.50301194190979
leaf_count=757 319 2240 385 160 129 143 118 394 135
internal_value=0 -0.000162022 -0.000347438 0.000473603 2.41803e-05 0.000427439 0.000845717 0.00184199 0.00386668
internal_weight=0 8249.68 7554.86 3217.51 2783.29 2552.01 2310.11 1480.65 623.42
internal_count=4780 4023 3704 1464 1304 1175 1032 647 253
is_linear=0
shrinkage=0.06


Tree=135
num_leaves=10
num_cat=0
split_feature=45 86 7 14 4 37 77 63 90
split_gain=0.410992 1.87823 0.869772 0.688001 0.919955 1.2609 0.94179 0.735831 0.613319
threshold=0.021960759535431865 0.0005375427135732026 0.0020292587578296666 0.00070876078098081063 0.00096484774257987748 0.0020932231564074759 0.0020292587578296666 0.00052132029668428015 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 6 7 -2 -6 -1
right_child=1 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=5.1547258353319294e-05 -0.0039935321183371337 -0.0094139227608926058 0.004937376798284876 -0.0045350015495770135 0.0047484190522077063 0.011485429343631655 0.0078126706820957244 -0.0035686662851514704 0.0039738421982526877
leaf_weight=8640.9338933229446 196.19746446609497 91.18122124671936 99.56885027885437 156.35537481307983 73.067796349525452 48.519006013870239 27.766473054885864 80.467452883720398 145.94273447990417
leaf_count=4220 158 78 36 119 33 12 9 59 56
internal_value=0 -0.00132627 -0.000244884 -0.0011309 0.00011846 0.00305392 -0.00252983 0.000389455 0.000116693
internal_weight=0 773.124 681.942 582.374 426.018 202.054 223.964 153.535 8786.88
internal_count=4780 504 426 390 271 104 167 92 4276
is_linear=0
shrinkage=0.06


Tree=136
num_leaves=10
num_cat=0
split_feature=141 9 127 146 5 9 11 42 71
split_gain=0.402619 1.15368 1.52402 1.31721 1.17412 1.25344 1.15691 0.997498 0.945565
threshold=0.010829726699739696 0.00087947337306104611 0.017188700847327713 0.0079489401541650313 0.0016846025246195497 0.0018488886416889729 0.00057154725072905432 0.00060774214216507982 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 4 6 5 -3 -2 -6 -7
right_child=1 2 -4 -5 7 8 -8 -9 -10
leaf_value=-0.00017323480246872255 -0.0042990211049370218 -0.0083260614038346576 -0.008672767492902151 0.0040739992736532988 0.010232673312527991 0.005756484251881671 0.0016142805822237378 -0.00043834914115294723 -0.0035941452915498177
leaf_weight=7980.3716493844986 165.41800761222839 83.974422931671143 89.81937301158905 532.23894810676575 61.185037970542908 72.874938130378723 425.45145881175995 65.077724456787109 83.588706493377686
leaf_count=4068 112 62 67 175 13 23 182 36 42
internal_value=0 0.000875192 -0.00166811 0.00190899 4.76056e-05 -0.00241269 -4.11893e-05 0.00473267 0.00076103
internal_weight=0 1579.63 456.52 1123.11 366.701 240.438 590.869 126.263 156.464
internal_count=4780 712 243 469 176 127 294 49 65
is_linear=0
shrinkage=0.06


Tree=137
num_leaves=10
num_cat=0
split_feature=77 32 111 114 56 18 52 73 34
split_gain=0.390514 1.13658 1.09656 1.33281 1.35152 1.11665 1.10784 1.59711 1.62345
threshold=0.010500331409275534 0.0058306583669036635 0.0031340263085439806 0.011169348377734424 0.00050559637020342063 0.00017767510871635753 0.028884131461381916 0.020658296532928947 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 7 8 -2
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=0.00018186515027890273 -0.0024527910505467367 0.0020052052899663972 0.0053513580151503684 0.0025027928937759879 -0.00040406827872543314 -0.011995508399198433 0.0017648971220524902 -0.014873508565492967 -0.011240919464582784
leaf_weight=7804.6255898475647 556.76405704021454 399.25153291225433 76.285479068756104 336.99393403530121 79.888878226280212 47.832161545753479 121.68323147296906 49.097580671310425 87.577822089195251
leaf_count=3957 314 135 21 126 29 36 50 42 70
internal_value=0 -0.000808596 -0.001637 -0.00205354 0.000510796 -0.00474512 -0.00351551 -0.00444211 -0.00364726
internal_weight=0 1755.37 1356.12 1279.84 464.715 127.721 815.123 693.439 644.342
internal_count=4780 823 688 667 191 65 476 426 384
is_linear=0
shrinkage=0.06


Tree=138
num_leaves=10
num_cat=0
split_feature=0 86 46 86 24 43 105 9 69
split_gain=0.419164 1.05783 2.10167 1.30397 1.30714 1.09773 0.827398 0.854787 0.721631
threshold=0.00068727668258361529 0.000490355829242617 0.0028552538715302949 0.00073092587990686308 0.0020292587578296666 0.0022975050378590827 0.00052132029668428015 0.00087947337306104611 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 5 -5 7 -1 -2
right_child=8 2 3 4 -6 -7 -8 -9 -10
leaf_value=-0.0013691730587682732 0.0005706326831572537 -0.0083965249487633082 0.0090245296202185101 -0.00080997435436093576 -0.0062583311776611764 0.0093178096950482531 -0.0046409762173448043 0.0090713375328968972 -0.00058844473577774183
leaf_weight=453.48353779315948 5330.503070473671 64.198021769523621 103.9555230140686 83.395848274230957 65.174153566360474 71.609519004821777 323.03880155086517 30.104453086853027 3034.5373383760452
leaf_count=324 2588 50 25 32 41 17 237 11 1455
internal_value=0 -0.00105117 0.00152169 0.00348609 0.000871171 0.00386887 -0.00228981 -0.000719228 0.000150161
internal_weight=0 1194.96 388.333 324.135 220.18 155.005 806.627 483.588 8365.04
internal_count=4780 737 165 115 90 49 572 335 4043
is_linear=0
shrinkage=0.06


Tree=139
num_leaves=10
num_cat=0
split_feature=124 66 147 10 78 72 67 30 106
split_gain=0.447254 1.00702 0.668559 1.03691 0.801001 0.679538 0.581671 0.581508 0.847448
threshold=0.036783467978239066 0.00017767510871635753 0.068554218858480467 0.0023699469165876512 0.0092791137285530585 0.015675474889576439 0.00080172589514404546 0.025578102096915249 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 3 6 -4 -5 -2 -1 -9
right_child=1 -3 4 5 -6 -7 -8 8 -10
leaf_value=1.4834798611378841e-05 -0.003440077186982856 -0.0078471738108451417 -0.0022392557463669087 -0.0018172612018167724 0.0051957335899989196 0.0069123346173106974 -0.012668102119673263 0.00010141005652228965 0.0066653264133933543
leaf_weight=8690.0077925920486 56.991223454475403 80.467452883720398 92.844197511672974 140.57992994785309 119.0559641122818 41.601495027542114 43.252630591392517 177.31260669231415 117.88697409629822
leaf_count=4380 34 59 45 76 33 11 37 73 32
internal_value=0 -0.00162259 -0.000609333 -0.00252063 0.00193809 0.00017616 -0.00742173 0.000103798 0.00272269
internal_weight=0 574.793 494.325 282.425 211.9 182.181 100.244 8985.21 295.2
internal_count=4780 295 236 158 78 87 71 4485 105
is_linear=0
shrinkage=0.06


Tree=140
num_leaves=10
num_cat=0
split_feature=27 80 4 141 114 141 53 115 33
split_gain=0.406195 0.773669 1.52925 1.8744 1.05791 0.986252 0.96991 0.83499 0.984268
threshold=0.00017767510871635753 0.0025217677466571335 0.0013986918493174019 0.00085274505545385193 0.00096484774257987748 0.00046126570669002836 0.059226244688034065 0.031632266007363803 0.031632266007363803
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 4 5 6 -4 -3 8 -1
right_child=-2 2 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.0013828106820874817 -0.00015586875059399622 0.0048332952135754781 -0.00097132853676965404 -0.0055424118343467511 -0.00094589946403496935 0.010854019221553017 0.013328185025703945 0.0049781702463113408 0.0093160481472991784
leaf_weight=675.50705242156982 8249.6842730045319 132.30057072639465 47.63930332660675 129.56503355503082 62.739744424819946 54.363956093788147 76.285479068756104 99.472421169281006 32.44243311882019
leaf_count=450 4023 64 26 101 34 17 21 31 13
internal_value=0 0.000981342 0.00282871 -0.000752732 0.00588536 0.00533114 0.0079401 -0.00016927 -0.000892526
internal_weight=0 1310.32 502.894 231.568 271.326 102.003 208.586 807.422 707.949
internal_count=4780 757 263 144 119 43 85 494 463
is_linear=0
shrinkage=0.06


Tree=141
num_leaves=10
num_cat=0
split_feature=138 12 146 62 17 51 41 102 36
split_gain=0.420624 1.00144 1.21352 0.451991 1.09481 0.701546 0.983624 0.811334 1.26201
threshold=0.070576477795839324 0.0045489775948226461 0.0015349716995842757 0.0026833302108570938 0.014740333426743748 0.00017767510871635753 0.00017767510871635753 0.00052132029668428015 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 6 7 8 -1
right_child=1 2 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.0040078150398587063 0.003458520790900262 0.00082907263923260904 -0.014135982101998091 -0.00068966027741706407 -0.0091205280507011249 0.00038236749064153266 -0.0092911561578131064 0.0004251718310272157 0.0055638736942968279
leaf_weight=395.3233243227005 47.446445107460022 34.780413150787354 44.421620607376099 642.00389909744263 60.691051721572876 7494.5776296854019 51.339131593704224 732.71481549739838 56.70193612575531
leaf_count=289 16 15 38 382 47 3559 39 376 19
internal_value=0 -0.00343481 -0.0075643 4.61144e-05 -0.00141783 0.000163941 -0.00116042 -0.000808085 -0.00280714
internal_weight=0 126.648 79.202 9433.35 702.695 8730.66 1236.08 1184.74 452.025
internal_count=4780 69 53 4711 429 4282 723 684 308
is_linear=0
shrinkage=0.06


Tree=142
num_leaves=10
num_cat=0
split_feature=20 99 146 27 31 8 105 52 144
split_gain=0.413287 1.30021 1.38517 0.932291 0.978647 1.34807 0.839489 0.770028 0.697185
threshold=0.0058306583669036635 0.0030382014811038975 0.028884131461381916 0.0010585968848317864 0.039062514901161201 0.0066005610860884198 0.0022272822679951791 0.0020292587578296666 0.066585760563611998
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 3 6 5 -5 7 -2 -1
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-8.3560223128264217e-05 0.0023419621541404269 0.003601791169617639 0.01034688682026887 -0.0020393105030594889 0.0035753822139538544 -0.010798951298677128 0.0075945752041275448 -0.0072263160277042399 -0.0046283902250614309
leaf_weight=8218.4835776090622 107.94463860988617 448.15625536441803 40.432505011558533 350.91354441642761 80.96143913269043 77.153341054916382 70.53695809841156 42.083640575408936 123.33436703681946
leaf_count=4134 53 167 10 192 25 66 21 36 76
internal_value=0 0.00103234 -0.000463085 -0.00106215 -0.00247399 -0.00361812 0.00219613 -0.000341985 -0.000150756
internal_weight=0 1218.18 770.026 729.594 509.028 428.067 220.565 150.028 8341.82
internal_count=4780 570 403 393 283 258 110 89 4210
is_linear=0
shrinkage=0.06


Tree=143
num_leaves=10
num_cat=0
split_feature=138 129 12 104 77 51 106 143 46
split_gain=0.394586 1.04264 0.89893 1.46632 1.03872 0.777222 1.35075 1.26101 0.942181
threshold=0.0054799309000372895 0.0053125319536775359 0.024810968898236755 0.00017767510871635753 0.0054799309000372895 0.010829726699739696 0.004017772153019906 0.0034400182776153092 0.023343417793512348
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 8 -7 -8 -3
right_child=2 5 -4 -5 -6 6 7 -9 -10
leaf_value=-0.00020072708764975672 -0.0026527436521225117 0.001631062336120736 0.0015010063884360685 -0.0010948454169504857 -0.015094054424005472 0.0071159243462448367 0.0054905105944269162 -0.0069107713867940061 -0.0020867741930888201
leaf_weight=6197.3878353834152 48.711864233016968 1184.4017223119736 418.051802277565 1034.7354781627655 47.928590655326843 200.99353504180908 56.70193612575531 61.570754408836365 309.51674830913544
leaf_count=3423 22 428 156 477 41 49 19 33 132
internal_value=0 0.00016953 -0.000876474 -0.00175497 -0.00882298 0.00143505 0.00412219 -0.000965386 0.000860784
internal_weight=0 8010.57 1549.43 1131.38 96.6405 1813.18 319.266 118.273 1493.92
internal_count=4780 4084 696 540 63 661 101 52 560
is_linear=0
shrinkage=0.06


Tree=144
num_leaves=10
num_cat=0
split_feature=31 143 123 128 27 146 8 117 21
split_gain=0.387666 0.757868 0.568204 1.01352 0.516679 0.91662 1.35383 1.28367 1.12698
threshold=0.079227816313505187 0.0063990866765379914 0.0010263677686452868 0.00060774214216507982 0.00017767510871635753 0.00077738583786413084 0.0015833032084628942 0.00093549740267917525 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -6 7 -7 -9
right_child=1 -3 -4 -5 5 6 -8 8 -10
leaf_value=0.0010375167908362811 0.0020431615921623408 0.0040375367044636736 0.0034389596842067339 -0.010726212923281984 0.0018578663610514625 -0.0066068082422957803 -9.0295156183438133e-05 0.00047073698252895877 -0.0035938711970078599
leaf_weight=1288.2016127109528 44.035904169082642 228.85643720626831 52.025976061820984 45.494181513786316 673.97602736949921 206.23622906208038 6032.8359862565994 532.80568206310272 455.53223049640656
leaf_count=743 18 63 15 34 311 142 2879 264 311
internal_value=0 0.00190308 -0.00154774 -0.00444552 -7.6709e-05 -0.000258367 -0.000455711 -0.00230113 -0.00140267
internal_weight=0 370.412 141.556 89.5301 9189.59 7901.39 7227.41 1194.57 988.338
internal_count=4780 130 67 52 4650 3907 3596 717 575
is_linear=0
shrinkage=0.06


Tree=145
num_leaves=10
num_cat=0
split_feature=124 138 67 147 42 113 43 117 74
split_gain=0.390573 1.01949 0.82178 0.980332 0.634069 0.623303 0.57196 0.512032 0.491719
threshold=0.036783467978239066 0.00073092587990686308 0.00044738779251929378 0.068554218858480467 0.0013560238294303419 0.00050559637020342063 0.00017767510871635753 0.00093549740267917525 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 -2 5 4 -4 -3 -6 -5 -1
right_child=1 2 3 7 6 -7 -8 -9 -10
leaf_value=-0.00012818661413747449 -0.0082359102651090154 0.0053142472454364023 -0.01206087339400155 -0.0033493278602051303 0.00078743405945539953 -0.0019443743602193672 -0.0089826313544594336 0.0030393297634101956 0.00097188468346719409
leaf_weight=7145.9310210943222 71.21196186542511 115.64542317390442 45.59061062335968 76.671195507049561 50.953415155410767 67.415704488754272 37.407680511474609 109.89690220355988 1839.2763522863388
leaf_count=3723 56 35 39 41 19 38 32 35 762
internal_value=0 -0.00151629 -0.000566059 -0.0023978 -0.00631391 0.00264112 -0.00334872 0.000413875 9.69985e-05
internal_weight=0 574.793 503.581 320.52 133.952 183.061 88.3611 186.568 8985.21
internal_count=4780 295 239 166 90 73 51 76 4485
is_linear=0
shrinkage=0.06


Tree=146
num_leaves=10
num_cat=0
split_feature=44 75 92 20 57 24 53 63 51
split_gain=0.37947 1.09656 0.735056 0.624901 0.616258 0.542996 0.882327 0.693725 1.32636
threshold=0.04673989117145539 0.0036604277556762104 0.00055427959887310873 0.0014881226234138014 0.039062514901161201 0.019431582652032379 0.059226244688034065 0.014740333426743748 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 7 -7 -1 -9
right_child=1 -3 3 -5 -6 6 -8 8 -10
leaf_value=2.1607490405155454e-05 0.0025761218944861603 -0.0085787197344083521 -0.0075070936796013833 0.00034375264810569125 0.0066689245063884222 -0.0031251622629227573 0.0070671365815611863 1.0922073763160632e-05 0.0074408771940994997
leaf_weight=8386.251405954361 155.48751282691956 71.115532755851746 68.873981833457947 77.647327303886414 50.760556936264038 338.6332288980484 33.611423134803772 243.46289205551147 134.156405210495
leaf_count=4189 74 51 54 32 9 211 14 105 41
internal_value=0 -0.00187572 -0.000297333 -0.00334663 7.61823e-05 3.95528e-05 -0.00220486 0.000134884 0.00265055
internal_weight=0 373.124 302.009 146.521 9186.88 9136.12 372.245 8763.87 377.619
internal_count=4780 211 160 86 4569 4560 225 4335 146
is_linear=0
shrinkage=0.06


Tree=147
num_leaves=10
num_cat=0
split_feature=18 23 144 74 149 34 143 49 128
split_gain=0.385402 1.02279 0.789048 0.464001 1.00736 1.40846 1.21399 1.18279 1.21132
threshold=0.13848232477903369 0.0081988852471113222 0.00070876078098081063 0.00064626874518580746 0.0041444667149335155 0.00899649551138282 0.0021592099219560628 0.0014881226234138014 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 7 -7 -5 -9
right_child=1 -3 -4 4 -6 6 -8 8 -10
leaf_value=-0.00028369253574922444 -0.0079669030422039721 0.0071958755474082038 0.0025547408568814692 0.0018008530206620784 0.0036730827252341568 -0.011107422304051349 -0.0016537477125047968 0.0029421914573011026 -0.0049718831100648833
leaf_weight=7253.6709607839584 40.721792340278625 93.531041979789734 69.367968082427979 1145.3310655355453 348.87669241428375 61.956470847129822 232.06227922439575 104.05195212364197 210.43004357814789
leaf_count=3825 25 21 20 429 146 53 110 30 121
internal_value=0 0.00258239 -0.00133718 -5.62e-05 0.000728576 0.000142848 -0.00364585 0.000905924 -0.00235337
internal_weight=0 203.621 110.09 9356.38 2102.71 1753.83 294.019 1459.81 314.482
internal_count=4780 66 45 4714 889 743 163 580 151
is_linear=0
shrinkage=0.06


Tree=148
num_leaves=10
num_cat=0
split_feature=138 129 36 108 25 95 142 128 85
split_gain=0.374147 1.0247 1.09534 0.958107 0.888737 0.986625 1.07655 1.39909 1.06246
threshold=0.0045489775948226461 0.0053125319536775359 0.0048403022810816774 0.00073092587990686308 0.030689206905663017 0.0042751494329422721 0.0011980500421486797 0.0026012937305495147 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 8 -7 -8 -2
right_child=4 2 -4 -5 -6 6 7 -9 -10
leaf_value=-0.002398615819470238 0.00092152239863196699 0.0021206940828896416 -0.002077790573070832 6.8385228077000161e-05 0.0019594514682241752 -0.01204124255861954 -0.0084107312722260293 0.00025289125093208304 -0.0030248055939817611
leaf_weight=632.15799272060394 659.46600162982941 1450.0872653722763 264.50471234321594 5475.8926151990891 339.04262673854828 53.773540735244751 103.75082409381866 189.97863864898682 391.34604942798615
leaf_count=408 274 493 123 2973 113 46 74 74 202
internal_value=0 0.000176893 0.00147301 -0.000186939 -0.000796481 -0.0014647 -0.00423616 -0.00280726 -0.000548179
internal_weight=0 7822.64 1714.59 6108.05 1737.36 1398.32 347.503 293.729 1050.81
internal_count=4780 3997 616 3381 783 670 194 148 476
is_linear=0
shrinkage=0.06


Tree=149
num_leaves=10
num_cat=0
split_feature=55 54 75 148 129 115 74 127 138
split_gain=0.362647 1.04199 0.423732 1.07797 0.700437 0.538916 0.527373 0.705141 0.941279
threshold=0.0063990866765379914 0.0045489775948226461 0.054214311763644225 0.032603342086076743 0.02636832278221846 0.015675474889576439 0.0020932231564074759 0.024066280573606495 0.022641776129603389
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 6 5 -5 -4 -1 8 -8
right_child=1 -3 3 4 -6 -7 7 -9 -10
leaf_value=0.00011771281217707721 0.004326547241725113 -0.0048877196755744588 -0.0037962066398401204 -0.0039911846114162562 0.0060173310332545154 -0.014706031868209079 -0.0016303396993166382 0.0044341677960526502 -0.010735714489596732
leaf_weight=8511.1404794454575 195.43787229061127 57.087652564048767 33.707852244377136 52.315263390541077 48.519006013870239 31.562730431556702 524.62275195121765 61.281467080116272 44.325191497802734
leaf_count=4286 59 39 19 30 12 27 257 18 33
internal_value=0 0.00224351 -6.08697e-05 -0.00306415 0.00082467 -0.00907184 -6.29811e-06 -0.00168104 -0.00233971
internal_weight=0 252.526 9307.47 166.105 100.834 65.2706 9141.37 630.229 568.948
internal_count=4780 98 4682 88 42 46 4594 308 290
is_linear=0
shrinkage=0.06


Tree=150
num_leaves=10
num_cat=0
split_feature=37 62 136 48 129 5 101 78 92
split_gain=0.378027 1.23616 1.42897 1.88665 1.27615 1.08971 0.824758 0.82145 1.15295
threshold=0.0032328735105693345 0.00070876078098081063 0.0023699469165876512 0.00090704852482303988 0.02636832278221846 0.0044099434744566688 0.14610802382230761 0.023343417793512348 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 7 -3 -1 8 -2
right_child=1 5 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.00025407113919154737 -0.0041156992747632881 0.00298648908127171 0.0037519498778082567 0.0060003460468285238 0.00093514544385427676 -0.0047322477449252614 -0.0053888888062264733 -0.00065641332043043165 -0.011318630044466538
leaf_weight=7613.2969436645508 598.25728225708008 421.55877232551575 152.8602454662323 88.951511025428772 226.71131539344788 78.033043742179871 94.398903965950012 193.58203780651093 92.350211262702942
leaf_count=3813 379 159 57 22 71 52 66 82 79
internal_value=0 -0.000769643 -0.00171161 -0.00240767 -0.00308091 0.00178087 0.00018496 -0.00411065 -0.0050789
internal_weight=0 1852.3 1352.71 1199.85 1110.9 499.592 7707.7 884.19 690.607
internal_count=4780 901 690 633 611 211 3879 540 458
is_linear=0
shrinkage=0.06


Tree=151
num_leaves=10
num_cat=0
split_feature=76 101 35 52 97 0 42 49 90
split_gain=0.379161 1.46713 1.13738 1.06465 1.28974 1.15163 1.26035 1.03414 0.949843
threshold=0.000490355829242617 0.0060143163427710542 0.0014427106943912806 0.0042751494329422721 0.0098710241727530974 0.0023699469165876512 0.011519505176693203 0.00040826165059115743 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 5 6 -4 -6 -1
right_child=1 -3 3 -5 7 -7 -8 -9 -10
leaf_value=5.4958213470091597e-05 0.00030146134666391328 0.0021883703376762405 -0.0063726555578091293 -0.0001206139276527511 0.0052787436004036884 -0.0068757508635184294 0.0071898302395446397 -0.0059431560118600978 0.0032547596366854317
leaf_weight=6988.056461930275 722.2784937620163 496.18127512931824 50.073712468147278 344.77930700778961 80.96143913269043 431.75487303733826 48.615435123443604 46.566742420196533 350.73252689838409
leaf_count=3406 431 213 33 172 25 330 17 30 123
internal_value=0 -0.000686833 -0.00151385 -0.00282141 -0.00423663 -0.00553914 0.000308385 0.00118108 0.000207882
internal_weight=0 2221.21 1725.03 1002.75 657.972 530.444 98.6891 127.528 7338.79
internal_count=4780 1251 1038 607 435 380 50 55 3529
is_linear=0
shrinkage=0.06


Tree=152
num_leaves=10
num_cat=0
split_feature=75 95 6 144 109 67 10 16 9
split_gain=0.389224 1.80182 0.852245 1.04842 1.51095 1.00782 0.838117 0.779348 0.899291
threshold=0.017188700847327713 0.0072436286136507997 0.00042089859198313212 0.0013146653072908523 0.0017376682371832433 0.00060774214216507982 0.0020292587578296666 0.0013986918493174019 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -5 -4 -7 -1 -9
right_child=1 -3 5 4 -6 6 -8 8 -10
leaf_value=-3.2162477593379342e-05 0.0042110866779582912 -0.0082186695593643947 0.011126044708861076 0.0033289177046324503 -0.0037091831797026135 -0.0021328109699892662 0.0050430875368487511 -0.0053001349445092267 0.0029424801859767365
leaf_weight=8240.9718345403671 194.36531138420105 69.946542739868164 62.257598876953125 177.11974847316742 288.95707356929779 88.168237447738647 174.68533933162689 201.07812345027924 62.450457096099854
leaf_count=4227 63 50 9 63 139 41 56 113 19
internal_value=0 0.00108672 0.00174714 0.000509222 -0.00103455 0.00426189 0.0026361 -0.000134874 -0.00334682
internal_weight=0 1055.5 985.553 660.442 466.077 325.111 262.854 8504.5 263.529
internal_count=4780 421 371 265 202 106 97 4359 132
is_linear=0
shrinkage=0.06


Tree=153
num_leaves=10
num_cat=0
split_feature=109 8 118 143 68 79 20 25 79
split_gain=0.374985 0.480335 0.442953 1.14117 1.00228 1.7125 0.99427 0.886964 1.0155
threshold=0.054214311763644225 0.0066005610860884198 0.00096484774257987748 0.035692447796463973 0.019431582652032379 0.0016846025246195497 0.0030382014811038975 0.030689206905663017 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 7 -6 -7 8 -4
right_child=1 -3 4 -5 5 6 -8 -9 -10
leaf_value=0.0001815518554125349 -0.00506384506694496 0.0018516929489129975 -0.0035725021231490747 0.003795000093877331 0.005531294032755445 -0.0096365506833749025 0.0048486137815811825 0.0012982370111961259 -0.00063649348404266209
leaf_weight=5007.9954807758331 112.0301833152771 53.387824296951294 507.6546356678009 335.72851490974426 225.83161270618439 51.435560703277588 25.524922132492065 663.65981614589691 2576.7517162561417
leaf_count=2617 86 26 331 120 85 44 12 253 1206
internal_value=0 -0.00283189 4.98634e-05 0.000408573 -0.000423331 0.00289717 -0.00483236 -0.000691582 -0.00111972
internal_weight=0 165.418 9394.58 5343.72 4050.86 302.792 76.9605 3748.07 3084.41
internal_count=4780 112 4668 2737 1931 141 56 1790 1537
is_linear=0
shrinkage=0.06


Tree=154
num_leaves=10
num_cat=0
split_feature=99 70 30 135 30 12 9 100 106
split_gain=0.364471 1.1637 1.21321 1.26917 1.12559 1.21564 1.21284 1.19398 1.24726
threshold=0.004017772153019906 0.00082683752407319855 0.0037758676335215573 0.00017767510871635753 0.00050559637020342063 0.00087947337306104611 0.00096484774257987748 0.013032016810029747 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 8 -6
right_child=1 2 3 -5 6 -7 -8 -9 -10
leaf_value=-0.00026192419717564335 0.0018384947542919089 -0.00038719931298574487 -0.010049347823391253 -0.001213069167123864 0.0035536464030931345 -0.0066789351303544646 -0.0013887823765522749 0.010309770832210555 -0.0046451240522373686
leaf_weight=6373.9526906013489 1376.8029294013977 545.85743045806885 89.722943902015686 168.24997389316559 397.88968467712402 138.62766635417938 313.40943479537964 75.212918162345886 80.274594664573669
leaf_count=3338 568 285 62 80 124 94 155 25 49
internal_value=0 0.000524001 -0.000476305 -0.00428633 0.000157293 -0.00166145 0.00159352 0.00328257 0.00217723
internal_weight=0 3186.05 1809.24 257.973 1551.27 684.485 866.787 553.377 478.164
internal_count=4780 1442 874 142 732 379 353 198 173
is_linear=0
shrinkage=0.06


Tree=155
num_leaves=10
num_cat=0
split_feature=134 22 93 133 5 106 66 20 126
split_gain=0.344689 0.876822 0.872161 1.56835 1.18794 1.72825 1.17657 1.11754 1.10359
threshold=0.00043393640953581786 0.0026012937305495147 0.00040826165059115743 0.0048403022810816774 0.0053125319536775359 0.0022272822679951791 0.0010585968848317864 0.00017767510871635753 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 6 -5 -4 -7
right_child=1 -3 3 4 -6 8 -8 -9 -10
leaf_value=-0.00015617833220925705 0.0034511792245567477 -0.0067141801970931839 -0.0027637296953757122 -0.011315736425682064 -0.0090230300547216157 0.0050429259724611144 0.001608924636497931 0.0046362897770867908 -0.0012835961827806382
leaf_weight=8047.6909247636795 410.74857485294342 53.484253406524658 94.398903965950012 80.467452883720398 71.21196186542511 153.83637726306915 37.021964073181152 331.34184217453003 279.79801166057587
leaf_count=4101 135 31 66 59 56 48 12 131 141
internal_value=0 0.000831096 0.00110773 0.00018931 -0.0017304 -0.000788108 -0.00724306 0.00299549 0.000960804
internal_weight=0 1512.31 1458.83 1048.08 622.336 551.124 117.489 425.741 433.634
internal_count=4780 679 648 513 316 260 71 197 189
is_linear=0
shrinkage=0.06


Tree=156
num_leaves=10
num_cat=0
split_feature=47 23 45 37 114 137 13 53 71
split_gain=0.369186 0.731465 1.2661 1.25507 1.08148 0.94797 1.29679 1.10181 0.940278
threshold=0.0027679565828293566 0.0044099434744566688 0.0022975050378590827 0.11766931414604188 0.0092791137285530585 0.0031340263085439806 0.00017767510871635753 0.0056525857653468856 0.0013560238294303419
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 5 -4 -2 6 7 -3 -6
right_child=1 2 3 -5 8 -7 -8 -9 -10
leaf_value=0.00043769299949454881 -0.0033164474001931682 -0.00035645711830597588 0.00053248387988910943 -0.010184452202122352 -0.0059768060333985759 0.0029705113188189 -0.008972889667146924 -0.0063717318991644133 0.0032155519302057007
leaf_weight=4020.1870765686035 600.78812050819397 431.09170997142792 3849.9493169784546 39.745660543441772 50.073712468147278 110.0897604227066 110.76476418972015 147.00345468521118 200.30669057369232
leaf_count=1831 391 236 1946 34 33 45 80 111 73
internal_value=0 -0.000317629 -2.3875e-05 0.000422976 -0.00193577 -0.00219937 -0.0030256 -0.00188608 0.00137717
internal_weight=0 5539.81 4688.64 3889.69 851.169 798.95 688.86 578.095 250.38
internal_count=4780 2949 2452 1980 497 472 427 347 106
is_linear=0
shrinkage=0.06


Tree=157
num_leaves=10
num_cat=0
split_feature=127 127 130 73 76 101 109 122 100
split_gain=0.368941 1.04283 1.6707 1.31993 1.187 1.21078 1.10468 1.22412 1.41082
threshold=0.00039601318712811922 0.00077738583786413084 0.0014427106943912806 0.0017376682371832433 0.00017767510871635753 0.0013146653072908523 0.00017767510871635753 0.0022975050378590827 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -3 8 -8
right_child=1 6 -4 4 5 -7 7 -9 -10
leaf_value=0.0003216619306579371 -0.0008510994042538445 -0.0091132575046566199 0.0082869613106541333 -0.0097073287800899487 -0.0092506210841829545 0.0011992119309427614 -0.0002148033821529494 -0.0039826255884388723 0.0028648219500518749
leaf_weight=5479.3623596429825 422.81235074996948 46.759600639343262 49.687996029853821 156.35537481307983 61.860041737556458 112.52416956424713 2295.9657320976257 236.24425303936005 698.42838859558105
leaf_count=2676 224 40 13 119 48 52 1133 148 327
internal_value=0 -0.000431918 -0.00236939 -0.00307205 -0.00591129 -0.0025077 4.29265e-05 0.000175451 0.000503505
internal_weight=0 4080.64 803.24 753.552 330.74 174.384 3277.4 3230.64 2994.39
internal_count=4780 2104 456 443 219 100 1648 1608 1460
is_linear=0
shrinkage=0.06


Tree=158
num_leaves=10
num_cat=0
split_feature=76 17 20 44 77 105 133 47 76
split_gain=0.356818 0.936216 0.859129 0.913278 1.15438 1.30487 0.897535 1.06228 0.954163
threshold=0.0005375427135732026 0.040252277627587325 0.00080172589514404546 0.0038949446752667431 0.0063990866765379914 0.00073092587990686308 0.0095705352723598498 0.013439828064292671 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -4 -8
right_child=1 -3 6 -5 -6 -7 8 -9 -10
leaf_value=0.00019341033122525901 -0.0030764419083223029 0.0046950492349491319 0.0022052007779281269 -0.0047414012587000858 -0.0068570744481672016 0.0042102504370125499 -0.0075447534488681973 -0.0018355271602096754 0.0020643363138746324
leaf_weight=7478.1034996509552 164.63473403453827 109.89690220355988 633.94107949733734 361.51904296875 87.384963870048523 191.24405777454376 103.84725320339203 371.46137845516205 57.967355251312256
leaf_count=3599 131 35 262 265 60 80 79 244 25
internal_value=0 -0.000694723 -0.000995088 -0.0025033 -0.000677946 0.00083932 4.48092e-05 0.000712292 -0.00410246
internal_weight=0 2081.9 1972 804.783 443.264 355.879 1167.22 1005.4 161.815
internal_count=4780 1181 1146 536 271 211 610 506 104
is_linear=0
shrinkage=0.06


Tree=159
num_leaves=10
num_cat=0
split_feature=71 71 58 45 103 113 110 8 79
split_gain=0.341936 0.445715 0.94636 1.98137 0.466007 1.54518 0.990325 0.976455 1.40167
threshold=0.27827766537666326 0.15819545835256579 0.044033329933881767 0.000490355829242617 0.00087947337306104611 0.0023699469165876512 0.00096484774257987748 0.0021592099219560628 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 -6 8 -8
right_child=-2 2 -4 -5 5 -7 7 -9 -10
leaf_value=0.00014493308504369323 -0.0027406120538412235 0.0095870190863532202 0.0091016201575117792 -0.0038665877863385228 -0.0079326322537689262 0.00057253745886531415 -0.0031508539420466702 -0.004614522296538851 0.010167075713456784
leaf_weight=7971.4528084993362 161.12776398658752 57.870926141738892 60.305335283279419 123.52722525596619 147.00345468521118 732.9076737165451 68.777552723884583 188.50852060317993 48.519006013870239
leaf_count=3844 128 20 27 86 111 386 49 117 12
internal_value=0 4.69832e-05 0.00259019 0.000425477 -2.01447e-05 -0.00112995 -0.00388556 -0.00194009 0.00235803
internal_weight=0 9398.87 241.703 181.398 9157.17 1185.72 452.809 305.805 117.297
internal_count=4780 4652 133 106 4519 675 289 178 61
is_linear=0
shrinkage=0.06


Tree=160
num_leaves=10
num_cat=0
split_feature=150 10 87 87 68 67 39 5 104
split_gain=0.362708 0.90639 0.868686 0.833636 0.868974 0.763931 0.752716 0.746779 1.36176
threshold=0.0013560238294303419 0.0013986918493174019 0.011519505176693203 0.052634395658969886 0.000490355829242617 0.0068083447404205808 0.0035485138650983576 0.00057154725072905432 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 5 4 6 -2 -3 -1 -9
right_child=1 3 -4 -5 -6 -7 -8 8 -10
leaf_value=-9.3184076666984563e-05 -0.0035869321269210767 0.010811693099042912 0.0041842088603750846 -0.0081021162173353107 -6.0404104302562335e-05 0.0054381268909709009 -0.00018951368713905709 0.00079138116538707336 0.0062698199128836327
leaf_weight=2756.402302980423 579.55344200134277 49.880854249000549 65.957427144050598 45.59061062335968 4828.6460220813751 35.852974057197571 40.625363230705261 960.6915500164032 196.79972052574158
leaf_count=1281 363 23 22 39 2498 11 20 453 70
internal_value=0 -0.000307702 -0.00235978 -2.60745e-05 4.87741e-05 -0.00306114 0.0058736 0.000443885 0.00172284
internal_weight=0 5646.11 681.364 4964.74 4919.15 615.406 90.5062 3913.89 1157.49
internal_count=4780 2976 396 2580 2541 374 43 1804 523
is_linear=0
shrinkage=0.06


Tree=161
num_leaves=10
num_cat=0
split_feature=27 50 77 33 29 78 72 5 5
split_gain=0.351205 0.749144 1.38149 1.07277 1.37119 0.877461 0.71882 0.684175 0.744949
threshold=0.00017767510871635753 0.00066645268816500913 0.004017772153019906 0.00017767510871635753 0.0041444667149335155 0.000490355829242617 0.0014881226234138014 0.0026833302108570938 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 -4 8 -5
right_child=-2 3 6 7 5 -7 -8 -9 -10
leaf_value=-0.0043084860334911953 -0.00014493451939312307 -0.00094282814759247659 -0.00075406973483353637 -0.00064369726256798844 0.0025396051692179499 0.010360929712348489 0.0097456892550190008 -0.0045247040951683758 0.0037343394362621047
leaf_weight=215.87743651866913 8249.6842730045319 109.30648684501648 47.735732436180115 352.37182176113129 84.854125618934631 131.9148542881012 46.181025981903076 90.012231230735779 232.06227922439575
leaf_count=165 4023 64 31 208 48 44 10 77 110
internal_value=0 0.000912501 -0.00166574 0.00171081 0.00453637 0.00729928 0.0044089 0.000344727 0.0010947
internal_weight=0 1310.32 309.794 1000.52 326.075 216.769 93.9168 674.446 584.434
internal_count=4780 757 206 551 156 92 41 395 318
is_linear=0
shrinkage=0.06


Tree=162
num_leaves=10
num_cat=0
split_feature=18 138 36 35 100 56 36 56 80
split_gain=0.344901 0.797471 0.408539 0.529517 1.28131 1.00316 0.933899 0.956146 0.785218
threshold=0.13848232477903369 0.00017767510871635753 0.047455845400691039 0.013439828064292671 0.0028552538715302949 0.0015833032084628942 0.001792412775103003 0.00080172589514404546 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -5 -8
right_child=1 -3 -4 4 -6 -7 8 -9 -10
leaf_value=4.6941261418104012e-05 0.0051477066529060627 -0.0027697880897021221 0.0026213719278609781 -0.0018366359749435275 0.0012031776364970299 -0.013405935891564975 -0.0034880355128518131 0.0072107412997611071 -0.011485674927092036
leaf_weight=8165.2886115312576 134.05997610092163 69.560826301574707 201.18639326095581 242.87247669696808 399.23969221115112 32.731720447540283 208.09206354618073 50.856986045837402 56.111520767211914
leaf_count=4118 36 30 59 134 194 28 119 14 48
internal_value=0 0.00244294 -5.31651e-05 -0.000111938 -0.00142247 -0.00319718 -0.00259827 -0.000270153 -0.00518657
internal_weight=0 203.621 9356.38 9155.19 989.904 590.665 557.933 293.729 264.204
internal_count=4780 66 4714 4655 537 343 315 148 167
is_linear=0
shrinkage=0.06


Tree=163
num_leaves=10
num_cat=0
split_feature=29 7 131 29 131 102 146 83 35
split_gain=0.362957 1.1763 0.705183 0.948689 0.879729 0.945072 0.890219 0.752733 0.833538
threshold=0.018276390619575981 0.0051502294372767219 0.0037758676335215573 0.021960759535431865 0.001792412775103003 0.0025217677466571335 0.0063990866765379914 0.0014427106943912806 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 -2 -9
right_child=1 -3 3 -5 -6 6 -8 8 -10
leaf_value=0.00015275467542439961 0.0072682961979988999 -0.008347671969774928 0.0024110440801708658 -0.0057888453411985121 0.0038522325188672566 -0.0018863171231943477 0.0044384536907291511 -0.00097150378217570764 -0.0060516237173366761
leaf_weight=8165.9027082920074 28.935463070869446 72.284522771835327 71.802377223968506 173.60093772411346 192.31661868095398 133.95170629024506 199.33055877685547 347.0090172290802 174.86635684967041
leaf_count=3971 10 52 27 119 76 90 82 228 125
internal_value=0 -0.000894758 -0.000487189 -0.00338965 0.000174523 -0.000625489 0.00189642 -0.00215144 -0.00267371
internal_weight=0 1394.1 1321.81 245.403 1076.41 884.093 333.282 550.811 521.875
internal_count=4780 809 757 146 611 535 172 363 353
is_linear=0
shrinkage=0.06


Tree=164
num_leaves=10
num_cat=0
split_feature=139 79 75 31 56 34 16 129 128
split_gain=0.349916 0.715541 0.607684 1.25167 1.19737 1.24485 0.846717 0.488529 0.451028
threshold=0.0032328735105693345 0.0016846025246195497 0.054214311763644225 0.010500331409275534 0.0038949446752667431 0.0021592099219560628 0.0022272822679951791 0.0028552538715302949 0.05109804309904576
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 4 6 8 -6 -4 -7 -1
right_child=1 -3 3 -5 5 7 -8 -9 -10
leaf_value=-5.8583831450929225e-07 -0.0033105818574830758 0.0039421430122007842 -0.010467151071509867 0.0049384122865082196 0.0030439707799715058 -0.006589198079672458 0.0010371650736590912 -0.017462407789195385 0.0026016714676663066
leaf_weight=8805.5449459552765 64.981295347213745 198.75198411941528 79.394891977310181 42.770485043525696 30.104453086853027 30.297311305999756 32.44243311882019 29.224750399589539 246.4877165555954
leaf_count=4469 31 52 63 12 11 21 13 25 83
internal_value=0 0.00215514 -6.1141e-05 -0.00379135 1.94593e-06 -0.00689899 -0.00712991 -0.0119278 7.02739e-05
internal_weight=0 263.733 9296.27 154.608 9141.66 89.6265 111.837 59.5221 9052.03
internal_count=4780 83 4697 88 4609 57 76 46 4552
is_linear=0
shrinkage=0.06


Tree=165
num_leaves=10
num_cat=0
split_feature=128 95 91 4 11 133 49 104 2
split_gain=0.331142 0.820501 0.848971 0.906087 0.79824 0.787309 0.95372 1.18274 0.706197
threshold=0.00039601318712811922 0.014740333426743748 0.0095705352723598498 0.00046126570669002836 0.039062514901161201 0.0015349716995842757 0.0012745757703669371 0.0010918468469753864 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -5 7 -7 -6
right_child=1 2 -4 5 8 6 -8 -9 -10
leaf_value=-0.00056638449956338032 0.00053492277357266899 -0.0087007474081147174 0.0059454829101402524 0.0040887754599406752 -0.0045407041253662985 0.00042863067842665881 0.0026248914604041552 -0.0091121249589229004 0.0027505440230947047
leaf_weight=2675.9602349996567 6155.9047473669052 81.732872009277344 41.697924137115479 68.391836285591125 203.12681615352631 77.550898194313049 75.212918162345886 117.87513339519501 62.546886205673218
leaf_count=1581 2822 65 16 29 100 27 25 91 24
internal_value=0 0.000220165 -0.00222075 -0.00303003 0.000395951 -0.00166294 -0.00311643 -0.00532607 -0.00282414
internal_weight=0 6884.04 462.462 420.764 6421.58 339.031 270.639 195.426 265.674
internal_count=4780 3199 253 237 2946 172 143 118 124
is_linear=0
shrinkage=0.06


Tree=166
num_leaves=10
num_cat=0
split_feature=77 32 32 3 53 99 111 43 116
split_gain=0.32604 1.24596 0.843283 1.25549 1.15867 1.45409 1.04827 0.840996 0.817581
threshold=0.010500331409275534 0.013860232196748258 0.0058306583669036635 0.020035739988088611 0.001792412775103003 0.00017767510871635753 0.0020292587578296666 0.00099512818269431613 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 7 8 -6
right_child=2 -3 -4 -5 6 -7 -8 -9 -10
leaf_value=0.00024061245350117329 -0.00013971049569512091 -0.0075546921199807311 0.0016848644272575933 0.002709640926419888 0.0022177713869668283 -0.007278007142489649 0.0081288064322433701 -0.0067291482400862208 -0.0024253019312917594
leaf_weight=7730.0995161533356 162.40502381324768 74.526073694229126 399.25153291225433 218.8176726102829 235.37639105319977 279.59331274032593 45.012035965919495 89.81937301158905 325.09933495521545
leaf_count=3908 75 49 135 79 103 190 9 67 165
internal_value=0 0.000166175 -0.000738837 -0.00145239 -0.00225317 -0.00465516 -0.00072625 -0.00133918 -0.000475405
internal_weight=0 7804.63 1755.37 1356.12 1137.31 441.998 695.307 650.295 560.476
internal_count=4780 3957 823 688 609 265 344 335 268
is_linear=0
shrinkage=0.06


Tree=167
num_leaves=10
num_cat=0
split_feature=92 74 11 137 56 52 22 105 63
split_gain=0.337689 0.906654 0.785396 1.14899 1.30098 0.964297 1.22977 1.15898 1.13252
threshold=0.00244467705488205 0.0095705352723598498 0.00085274505545385193 0.0014881226234138014 0.0031340263085439806 0.0020292587578296666 0.0014427106943912806 0.0092791137285530585 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 8 -7 -8 -4
right_child=1 -3 3 -5 -6 6 7 -9 -10
leaf_value=0.00033442657059035315 0.0011058398837938941 -0.0083078380062257384 -0.00084012779460109648 0.0013936414189997799 -0.011804102227741161 -0.0013372036549429268 0.0035628495221426844 -0.0043656610178869678 -0.0057742363554026902
leaf_weight=5086.4379223585129 1094.7396854162216 51.339131593704224 364.6521372795105 710.13012945652008 41.987211465835571 1433.1800560951233 387.75449097156525 80.081736445426941 309.69776582717896
leaf_count=2571 548 39 189 278 31 749 135 39 201
internal_value=0 -0.000380243 -0.000288209 -0.00074685 -0.0013276 -0.0011568 -0.000465305 0.00220569 -0.00310614
internal_weight=0 4473.56 4422.22 3327.48 2617.35 2575.37 1901.02 467.836 674.35
internal_count=4780 2209 2170 1622 1344 1313 923 174 390
is_linear=0
shrinkage=0.06


Tree=168
num_leaves=10
num_cat=0
split_feature=57 0 69 52 35 139 98 59 68
split_gain=0.341782 0.352143 0.786885 1.06115 2.48441 1.44212 1.39176 1.30582 1.29536
threshold=0.010180860292166473 0.00068727668258361529 0.0017376682371832433 0.0020292587578296666 0.0019672545604407792 0.00093549740267917525 0.0026833302108570938 0.0012357163941487672 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 8 -8 -5
right_child=-2 2 3 6 5 -7 7 -9 -10
leaf_value=-0.0010056839090245441 0.0032757262097949627 0.00053370394199431031 0.0013063063312149913 -0.0028951514686437235 -0.0074629173083448803 0.0024776787202175281 0.0071743904792772387 -0.0021852780565398433 0.0022585798056691752
leaf_weight=1186.8733570575714 113.30744314193726 5330.503070473671 308.54061651229858 213.64772629737854 331.02887344360352 62.450457096099854 56.798365235328674 971.77919411659241 985.0711635351181
leaf_count=735 33 2588 141 109 234 19 24 551 346
internal_value=0 -3.92904e-05 9.9573e-05 -0.000690419 -0.00272451 -0.00588521 -4.92951e-05 -0.00166843 0.00134003
internal_weight=0 9446.69 8259.82 2929.32 702.02 393.479 2227.3 1028.58 1198.72
internal_count=4780 4747 4012 1424 394 253 1030 575 455
is_linear=0
shrinkage=0.06


Tree=169
num_leaves=10
num_cat=0
split_feature=123 137 99 0 47 145 4 125 36
split_gain=0.336352 0.401643 0.382759 0.726585 0.884199 1.03547 1.1479 0.765359 1.0744
threshold=0.021960759535431865 0.0005375427135732026 0.004017772153019906 0.00017767510871635753 0.057509137317538268 0.0087224207818508166 0.0036604277556762104 0.0013986918493174019 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 7 -7 8 -5
right_child=1 -3 3 4 -6 6 -8 -9 -10
leaf_value=-0.00023826395762781513 -0.0088311918131080778 0.00034617535239293796 -0.0045780972693759813 0.00074862216462323974 0.0086628598376110085 -0.0060975296354748663 0.0032018873938739101 0.001393761948715416 -0.0050916506560229205
leaf_weight=6341.4138283729553 33.900710463523865 34.780413150787354 95.664323091506958 344.97216522693634 49.784425139427185 158.59692573547363 68.391836285591125 2263.5706617832184 168.92497766017914
leaf_count=3320 29 15 72 182 18 116 29 884 115
internal_value=0 -0.00418373 3.02744e-05 0.000570898 0.000732174 0.000600761 -0.00329561 0.000919192 -0.00117115
internal_weight=0 68.6811 9491.32 3149.91 3054.24 3004.46 226.989 2777.47 513.897
internal_count=4780 44 4736 1416 1344 1326 145 1181 297
is_linear=0
shrinkage=0.06


Tree=170
num_leaves=10
num_cat=0
split_feature=118 23 73 30 99 145 113 144 98
split_gain=0.334642 0.911648 1.06771 1.73029 0.936459 1.30646 1.07781 1.01937 1.31108
threshold=0.00096484774257987748 0.094028618186712279 0.0027679565828293566 0.00075379351619631063 0.0056525857653468856 0.00017767510871635753 0.00017767510871635753 0.0011261500185355546 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 8 -8
right_child=1 -3 3 4 -6 6 7 -9 -10
leaf_value=0.00030858666950673945 0.00058491487834119976 -0.0091940565009965246 -0.010954572882622859 -0.010469943508669491 0.00074866660275473647 0.0009194216791345082 0.0040184622469443968 -0.0044851661676091909 -0.0064252510088914101
leaf_weight=5445.2332688570023 2186.0806705951691 42.083640575408936 65.367011785507202 62.932602643966675 677.49483811855316 395.05771839618683 133.18027341365814 488.46864986419678 64.101592659950256
leaf_count=2814 1039 36 51 44 255 156 50 290 45
internal_value=0 -0.000408365 -0.000317581 -0.00136334 -0.00101909 -0.00206623 -0.0015769 -0.00301502 0.00062505
internal_weight=0 4114.77 4072.68 1886.6 1821.24 1143.74 1080.81 685.751 197.282
internal_count=4780 1966 1930 891 840 585 541 385 95
is_linear=0
shrinkage=0.06


Tree=171
num_leaves=10
num_cat=0
split_feature=141 17 63 8 94 57 39 54 73
split_gain=0.316392 0.974619 0.897473 1.27299 0.868344 0.693754 0.739912 0.845162 0.921178
threshold=0.0005893622583243997 0.019431582652032379 0.011519505176693203 0.0095705352723598498 0.0005375427135732026 0.00040826165059115743 0.0041444667149335155 0.035692447796463973 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 6 7 8 -1
right_child=-2 4 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.00076107883450561554 -0.00016223787221759955 0.0014051296404138775 0.0083457525208731308 -0.006776531620235185 -0.0082037596906197399 0.0055389385087508828 -0.0028556146044468088 -0.0025530904364054249 0.0032401870516093789
leaf_weight=293.62119293212891 7830.16235268116 59.136345267295837 60.11247706413269 74.526073694229126 79.202033758163452 124.90091419219971 168.34640300273895 166.7798558473587 703.21261847019196
leaf_count=202 3910 26 17 49 53 38 85 123 277
internal_value=0 0.000734375 0.00115426 0.000871971 -0.00409619 0.00126323 0.000862289 0.00140018 0.0020616
internal_weight=0 1729.84 1591.5 1531.39 138.338 1456.86 1331.96 1163.61 996.834
internal_count=4780 870 791 774 79 725 687 602 479
is_linear=0
shrinkage=0.06


Tree=172
num_leaves=10
num_cat=0
split_feature=45 86 24 78 102 104 119 37 146
split_gain=0.333806 1.38246 0.766744 1.17934 0.576425 0.550782 1.12037 0.942553 0.884893
threshold=0.021960759535431865 0.0005375427135732026 0.00060774214216507982 0.0026833302108570938 0.0028552538715302949 0.024810968898236755 0.0011615398107096555 0.00057154725072905432 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 7 8 -7
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=1.1045596664672938e-05 -0.006685317710082208 -0.0081338873145691184 -0.0015568964126467439 0.0087993558177771221 0.0020900491513947657 0.0036878168333843624 0.010379235527127779 0.0047899986184508385 -0.0057865655173655215
leaf_weight=8454.9562109708786 39.745660543441772 91.18122124671936 483.39513266086578 75.116489052772522 83.68513560295105 56.798365235328674 54.363956093788147 126.16633331775665 94.591762185096741
leaf_count=4115 34 78 325 20 47 24 17 44 76
internal_value=0 -0.00119526 -0.000267509 0.00287171 -0.000735686 0.000105166 0.00250269 0.000959938 -0.00223198
internal_weight=0 773.124 681.942 198.547 123.431 8786.88 331.92 277.556 151.39
internal_count=4780 504 426 101 81 4276 161 144 100
is_linear=0
shrinkage=0.06


Tree=173
num_leaves=10
num_cat=0
split_feature=76 108 64 76 19 104 69 38 132
split_gain=0.308348 0.954036 0.878016 0.852284 1.60438 1.19431 0.895108 1.11864 1.30113
threshold=0.0005375427135732026 0.013032016810029747 0.00038414125447161501 0.0003614811430452392 0.00077738583786413084 0.0037758676335215573 0.019431582652032379 0.0005375427135732026 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 7 8 -6
right_child=1 -3 -4 4 6 -7 -8 -9 -10
leaf_value=-3.6308570685478371e-05 0.00060242651379403453 -0.002999093298336847 -0.0035458201056262112 -0.0006884827554214741 -0.0032223148178453331 0.0092582342437606407 0.0067269965413617339 -0.0046497601109022199 0.0046066827093704963
leaf_weight=6713.9105421304703 1392.4582637548447 477.83946990966797 211.59903359413147 60.401764392852783 126.93776619434357 154.90893816947937 69.367968082427979 160.54918932914734 192.02733135223389
leaf_count=3260 724 335 122 32 84 44 20 98 61
internal_value=0 -0.000645817 5.5211e-05 0.000179795 0.0020784 0.00646785 0.00035654 -0.000565029 0.001491
internal_weight=0 2081.9 1604.06 7478.1 764.193 215.311 548.882 479.514 318.965
internal_count=4780 1181 846 3599 339 76 263 243 145
is_linear=0
shrinkage=0.06


Tree=174
num_leaves=10
num_cat=0
split_feature=75 127 62 126 150 19 53 22 13
split_gain=0.316624 0.94123 0.866504 1.24254 1.55775 2.00781 0.828519 0.746909 0.699708
threshold=0.017188700847327713 0.0079489401541650313 0.0014427106943912806 0.0011980500421486797 0.00017767510871635753 0.011880517937242987 0.0033348383149132137 0.00037263428384903824 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 7 -7 -6 -2
right_child=1 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00012164624561340278 0.0043632780414700808 0.0066840008793437461 0.0053165445081880076 0.0052496069416536418 -0.0045016855306973559 -0.003724617065043955 0.0051341370651273935 -0.011302036666711358 -0.0020768557701143688
leaf_weight=8504.5004150867462 189.68935132026672 94.79646110534668 114.47643315792084 126.06990420818329 195.23317337036133 60.305335283279419 102.78653299808502 82.805432915687561 89.337227463722229
leaf_count=4359 59 27 34 39 108 27 24 61 42
internal_value=0 0.000980143 0.00041732 -0.00024544 -0.0012074 -0.00342675 0.0018585 -0.00652697 0.00230131
internal_weight=0 1055.5 960.703 846.227 720.157 441.13 163.092 278.039 279.027
internal_count=4780 421 394 360 321 220 51 169 101
is_linear=0
shrinkage=0.06


Tree=175
num_leaves=10
num_cat=0
split_feature=22 21 146 36 106 136 20 99 57
split_gain=0.315767 0.829643 1.0176 0.716696 0.596809 0.555382 0.39099 1.07249 1.12136
threshold=0.0036604277556762104 0.001792412775103003 0.0032328735105693345 0.00042089859198313212 0.0013986918493174019 0.00017767510871635753 0.0058306583669036635 0.0016846025246195497 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 3 -3 -2 -5 -4 -1 8 -8
right_child=1 2 5 4 -6 -7 7 -9 -10
leaf_value=-0.00022897312087650996 0.0064033960184410391 0.0021112508761259763 -0.01306801190247108 0.0035418340893861606 -0.003582351074335537 -0.0014343599996368367 -0.0023488604804810954 0.0027284398765223929 0.0039084923171345898
leaf_weight=7924.8387032747269 142.14647710323334 81.057868242263794 35.069700479507446 105.22094213962555 70.826245427131653 25.524922132492065 444.33631658554077 596.72625720500946 134.25283432006836
leaf_count=4050 38 30 30 31 36 12 267 240 46
internal_value=0 0.00153399 -0.00228566 0.00323442 0.000675675 -0.00816744 -7.75153e-05 0.000943724 -0.000896937
internal_weight=0 459.846 141.652 318.194 176.047 60.5946 9100.15 1175.32 578.589
internal_count=4780 177 72 105 67 42 4603 553 313
is_linear=0
shrinkage=0.06


Tree=176
num_leaves=10
num_cat=0
split_feature=18 46 54 22 97 73 14 124 1
split_gain=0.306057 0.736324 0.809365 0.405851 0.868629 1.06821 0.960423 1.19859 1.0155
threshold=0.13848232477903369 0.0010918468469753864 0.0023699469165876512 0.00073092587990686308 0.00017767510871635753 0.016668972559273246 0.0022272822679951791 0.00073092587990686308 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 8 -1
right_child=1 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.00051464782786063597 0.0060393715712255373 -0.0071024189595086254 0.0034868633087498909 0.00059847536335592966 0.0004799548974295572 0.0031955952401290424 -0.0030122844546268566 -0.002195222561445481 0.0027550670239860592
leaf_weight=1316.9205361604691 98.20700204372406 46.470313310623169 58.943487048149109 2533.1252099275589 2971.2308599948883 217.84154081344604 769.32738173007965 1086.0509283542633 461.88300752639771
leaf_count=861 25 25 16 1090 1332 88 486 634 223
internal_value=0 0.00230126 -0.00118129 -5.00819e-05 -0.000290858 -0.000885419 -0.00113004 -0.000624588 0.000334364
internal_weight=0 203.621 105.414 9356.38 6823.25 3852.02 3634.18 2864.85 1778.8
internal_count=4780 66 41 4714 3624 2292 2204 1718 1084
is_linear=0
shrinkage=0.06


Tree=177
num_leaves=10
num_cat=0
split_feature=124 53 5 131 73 128 7 13 133
split_gain=0.317428 0.649339 0.542875 0.718054 0.537902 0.722597 0.795263 0.724014 0.542805
threshold=0.036783467978239066 0.013032016810029747 0.00017767510871635753 0.00070876078098081063 0.0044099434744566688 0.012636432424187662 0.002945306478068233 0.001792412775103003 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 8 -7 -8 -6
right_child=1 -3 3 -5 5 6 7 -9 -10
leaf_value=8.7445286899929012e-05 -0.004687159255979261 -0.0081437837298300574 0.0017104295609648534 -0.0074446175867400825 0.0070963182348620949 0.0027453236200163543 -0.00043189491541065184 -0.013198049314629595 0.00089311998771775931
leaf_weight=8985.207373380661 64.005163550376892 46.759600639343262 48.711864233016968 84.070852041244507 86.613530993461609 57.870926141738892 31.273443102836609 32.731720447540283 122.75579237937927
leaf_count=4485 40 40 22 67 20 20 12 28 46
internal_value=0 -0.00136695 -0.000766834 -0.00408605 0.000348243 0.00132121 -0.00235179 -0.0069604 0.00345931
internal_weight=0 574.793 528.033 132.783 395.251 331.245 121.876 64.0052 209.369
internal_count=4780 295 255 89 166 126 60 40 66
is_linear=0
shrinkage=0.06


Tree=178
num_leaves=10
num_cat=0
split_feature=27 50 36 53 79 108 149 148 125
split_gain=0.30783 0.641596 0.73463 0.714618 0.783378 0.786654 0.823184 0.713475 0.652692
threshold=0.00017767510871635753 0.00066645268816500913 0.00047558375808876013 0.059226244688034065 0.0016846025246195497 0.0026833302108570938 0.00017767510871635753 0.032603342086076743 0.020035739988088611
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 6 -3 -1 -7
right_child=-2 3 -4 -5 -6 8 -8 -9 -10
leaf_value=-0.0047342599646419889 -0.00013568970207002346 0.0042988748981757112 0.0031880297375562932 0.0054703317762285165 -0.0030827507602624394 0.0024767833303776859 -0.0033888335968367852 0.0048877130920278802 0.010347457077415233
leaf_weight=191.52150440216064 8249.6842730045319 71.89880633354187 85.830257415771484 146.1355926990509 145.35231912136078 429.82629084587097 165.70729494094849 32.44243311882019 41.601495027542114
leaf_count=154 4023 32 39 66 85 230 127 13 11
internal_value=0 0.000854296 -0.00153171 0.00159308 0.000929908 0.00175251 -0.00106256 -0.00334046 0.00317134
internal_weight=0 1310.32 309.794 1000.52 854.386 709.034 237.606 223.964 471.428
internal_count=4780 757 206 551 485 400 159 167 241
is_linear=0
shrinkage=0.06


Tree=179
num_leaves=10
num_cat=0
split_feature=8 133 46 73 25 127 17 78 81
split_gain=0.300701 0.855407 0.91974 1.28115 0.994845 0.892241 0.889333 0.987697 0.878921
threshold=0.00244467705488205 0.0012745757703669371 0.012636432424187662 0.027182282879948619 0.0051502294372767219 0.00039601318712811922 0.0012357163941487672 0.0015833032084628942 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 6 8 7 -4 -1
right_child=-2 2 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.00095272381600900575 0.00025471619348032323 -0.002075068450713599 0.0034428431419583207 0.0093822016110225118 -0.0055228396320917651 -0.0018198690345336153 0.0031307175180351789 -0.0079953212076132318 0.0026295215318761908
leaf_weight=363.27844834327698 6077.6670047044754 1419.3213527202606 46.470313310623169 56.605507016181946 98.88200581073761 399.51713883876801 265.28798592090607 65.463440895080566 767.50706934928894
leaf_count=237 2819 865 25 14 60 268 104 56 332
internal_value=0 -0.000444553 -0.00127717 0.000848691 -0.000165886 0.000617527 0.00123834 -0.00324666 0.00147868
internal_weight=0 3482.33 1952.03 532.709 476.104 1530.3 377.222 111.934 1130.79
internal_count=4780 1961 1124 259 245 837 185 81 569
is_linear=0
shrinkage=0.06


Tree=180
num_leaves=10
num_cat=0
split_feature=29 82 73 106 102 118 94 113 61
split_gain=0.314187 1.23984 0.866552 1.03419 0.752966 0.826653 1.01239 0.930208 0.740968
threshold=0.018276390619575981 0.0044099434744566688 0.0027679565828293566 0.0054799309000372895 0.00052132029668428015 0.0019672545604407792 0.0033348383149132137 0.0013146653072908523 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 7 -7 -6 -5
right_child=1 -3 3 8 5 6 -8 -9 -10
leaf_value=0.00014212177819084121 -0.0022373675550881292 -0.005498021525844804 -0.0094004677290978195 0.0043096805847474941 -0.0036917843258928952 0.0062895691539160388 -0.0018102193206268951 0.001819543789412543 -0.0063378906850145092
leaf_weight=8165.9027082920074 267.90341258049011 178.75904333591461 74.718931913375854 57.870926141738892 165.32157850265503 202.35538327693939 76.574766397476196 330.94428503513336 39.649231433868408
leaf_count=3971 180 148 59 20 107 60 36 170 29
internal_value=0 -0.000832476 -0.00014624 -0.00408897 0.000504792 0.00145247 0.00406593 -1.64508e-05 -1.93528e-05
internal_weight=0 1394.1 1215.34 172.239 1043.1 775.196 278.93 496.266 97.5202
internal_count=4780 809 661 108 553 373 96 277 49
is_linear=0
shrinkage=0.06


Tree=181
num_leaves=10
num_cat=0
split_feature=45 116 77 47 28 1 95 23 78
split_gain=0.295926 1.1007 1.50899 1.53313 1.18151 0.843082 1.21412 0.642912 1.13859
threshold=0.000490355829242617 0.0026833302108570938 0.0054799309000372895 0.00017767510871635753 0.0045489775948226461 0.0044099434744566688 0.00047558375808876013 0.0044099434744566688 0.12087306752800943
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 -5 8 -2
right_child=7 4 -4 5 -6 -7 -8 -9 -10
leaf_value=-0.0011270505589990874 -0.0014343794464672707 -0.0063961442345774168 -0.00063675871906585381 0.0064057700772124958 0.0023594058580961017 0.009724175724343356 -0.0033965469297794031 0.0001652981498461641 0.0046745721292313722
leaf_weight=152.2698301076889 1862.2230733633041 138.53123724460602 509.23302352428436 172.63664662837982 92.554910182952881 138.73593616485596 61.763612627983093 6315.3340129852295 116.71798408031464
leaf_count=86 998 89 234 69 30 40 43 3160 31
internal_value=0 0.000854542 0.00169074 0.00394659 -0.00288936 0.00601705 0.0038229 -0.000130405 -0.00107407
internal_weight=0 1265.73 1034.64 525.406 231.086 373.136 234.4 8294.28 1978.94
internal_count=4780 591 472 238 119 152 112 4189 1029
is_linear=0
shrinkage=0.06


Tree=182
num_leaves=10
num_cat=0
split_feature=139 75 7 20 0 27 20 20 99
split_gain=0.297937 0.599782 0.589685 0.891001 0.943417 0.98416 1.0755 0.858661 1.01114
threshold=0.0032328735105693345 0.011169348377734424 0.0072436286136507997 0.012636432424187662 0.0020932231564074759 0.0015833032084628942 0.0049928687512874612 0.00043393640953581786 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 7 -7 -9
right_child=1 -3 3 -5 5 6 -8 8 -10
leaf_value=0.00012779336121088381 -0.00058383202024713953 0.0051712294633015129 0.0016364673790279444 -0.0081788271616445411 -0.0090040810613513014 -6.8719100384087616e-05 0.0049823115829587938 -0.0099267822358431179 -0.0023557550660132437
leaf_weight=8093.5708227157593 145.84630537033081 117.88697409629822 359.01188611984253 64.101592659950256 67.512133598327637 316.24140107631683 83.299419164657593 88.650382995605469 223.87934911251068
leaf_count=4155 51 32 135 45 43 123 27 66 103
internal_value=0 0.00198864 -5.64174e-05 -0.00129607 -0.000908576 -0.00208061 -0.00142419 -0.00227293 -0.00450331
internal_weight=0 263.733 9296.27 1202.7 1138.59 779.583 712.071 628.771 312.53
internal_count=4780 83 4697 542 497 362 319 292 169
is_linear=0
shrinkage=0.06


Tree=183
num_leaves=10
num_cat=0
split_feature=124 113 138 147 56 21 9 54 58
split_gain=0.276501 0.732565 0.801275 0.562065 0.517515 0.481563 0.392648 1.04237 0.958702
threshold=0.036783467978239066 0.00017767510871635753 0.00073092587990686308 0.037906534969806678 0.00017767510871635753 0.00066645268816500913 0.00087947337306104611 0.011880517937242987 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -3 -4 -6 -1 8 -8
right_child=1 3 4 -5 5 -7 7 -9 -10
leaf_value=0.00033394522674068427 -0.0071029759135255791 -0.0014712233915714485 0.0029659364428743615 -0.0077704734671547003 -0.0063551186333148067 0.0022516423059636458 -0.0056999828927501058 -0.0048780441550570503 5.3881813943078744e-05
leaf_weight=6396.3918812274933 45.494181513786316 122.06894791126251 225.63875448703766 87.577822089195251 50.073712468147278 43.939475059509277 109.21005773544312 185.29083788394928 2294.3145965337753
leaf_count=3190 34 70 75 70 33 13 59 129 1107
internal_value=0 -0.00127579 0.000347252 -0.00410267 0.0014076 -0.00233253 8.16135e-05 -0.000541843 -0.000207559
internal_weight=0 574.793 365.146 209.647 319.652 94.0132 8985.21 2588.82 2403.52
internal_count=4780 295 155 140 121 46 4485 1295 1166
is_linear=0
shrinkage=0.06


Tree=184
num_leaves=10
num_cat=0
split_feature=47 45 37 0 45 125 102 39 12
split_gain=0.303527 1.1359 1.02183 0.928447 0.796295 1.28307 1.04356 1.03982 1.2904
threshold=0.0027679565828293566 0.0022975050378590827 0.11766931414604188 0.0058306583669036635 0.0014427106943912806 0.00075379351619631063 0.0025217677466571335 0.0019071503775194289 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 7 -2 -9
right_child=1 2 -4 -5 5 -7 -8 8 -10
leaf_value=0.00039686765055940053 -0.0044031107636931478 0.00087869420627912146 -0.0093029041046965733 -0.00093129864605735518 0.00049664442894591532 -0.0065318549579497405 0.0031259482062132833 0.0056477704632099755 -0.0043483154399902501
leaf_weight=4020.1870765686035 298.68286943435669 2816.1053822040558 40.914650559425354 1599.8634828329086 142.91790997982025 270.434250831604 181.89213764667511 106.4863612651825 82.516145586967468
leaf_count=1831 226 1396 35 867 78 192 72 37 46
internal_value=0 -0.000288003 0.000135503 0.000222951 -0.00203097 -0.00410173 -0.00075263 -0.00219922 0.0012836
internal_weight=0 5539.81 4456.88 4415.97 1082.93 413.352 669.578 487.685 189.003
internal_count=4780 2949 2298 2263 651 270 381 309 83
is_linear=0
shrinkage=0.06


Tree=185
num_leaves=10
num_cat=0
split_feature=75 62 9 95 126 75 77 100 128
split_gain=0.307617 0.692128 0.886625 1.31653 0.812168 0.769325 0.904117 0.699385 0.680569
threshold=0.017188700847327713 0.0016331639490090313 0.0012357163941487672 0.00066645268816500913 0.0011980500421486797 0.054214311763644225 0.007706565549597145 0.00044738779251929378 0.028884131461381916
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 -2 -8
right_child=1 -3 3 -5 -6 -7 8 -9 -10
leaf_value=-0.00011990355100436263 0.0064281993003411572 0.0056121399652416977 0.0042247240187162378 -0.010481535502930808 0.0056121100630787948 -0.0035580476054107883 -0.0039292630966362837 0.0010464476655026381 0.0033547628136256615
leaf_weight=8504.5004150867462 140.88105797767639 104.05195212364197 34.683984041213989 59.522061705589294 121.39394414424896 147.59387004375458 154.5113810300827 227.00060272216797 65.860998034477234
leaf_count=4359 32 30 10 46 35 82 83 86 17
internal_value=0 0.000966101 0.000458003 -0.00506711 0.00106518 0.000315068 0.00128684 0.0031074 -0.00175234
internal_weight=0 1055.5 951.448 94.206 857.242 735.848 588.254 367.882 220.372
internal_count=4780 421 391 56 335 300 218 118 100
is_linear=0
shrinkage=0.06


Tree=186
num_leaves=10
num_cat=0
split_feature=128 9 34 36 81 112 108 25 65
split_gain=0.298064 1.67321 0.91006 1.16085 0.919351 0.68736 1.01219 0.787919 1.71144
threshold=0.0070226341485977182 0.0015349716995842757 0.00899649551138282 0.00075379351619631063 0.020658296532928947 0.00017767510871635753 0.011169348377734424 0.0060143163427710542 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 7 8 -2
right_child=1 -3 3 4 -6 -7 -8 -9 -10
leaf_value=0.00015696564788995863 -0.0014263643250970338 -0.01090570668216477 0.0016158791682699743 -0.010566419659311682 0.0012808130043740265 0.0022135220847836583 0.0047745804136007123 -0.00018036714043877933 -0.012677979199121336
leaf_weight=7839.2131447792053 212.47873628139496 56.111520767211914 78.816317319869995 95.857181310653687 31.273443102836609 417.17209959030151 109.99333131313324 655.95903158187866 63.125460863113403
leaf_count=3962 108 48 33 82 12 170 40 271 54
internal_value=0 -0.000715072 -0.000371575 -0.0041052 -0.00765206 0.000155548 -0.000668727 -0.00131144 -0.00400348
internal_weight=0 1720.79 1664.68 205.947 127.131 1458.73 1041.56 931.563 275.604
internal_count=4780 818 770 127 94 643 473 433 162
is_linear=0
shrinkage=0.06


Tree=187
num_leaves=10
num_cat=0
split_feature=123 140 128 118 99 134 50 80 144
split_gain=0.291729 0.695059 0.326321 0.64028 1.03131 1.35441 0.968055 1.32209 0.863494
threshold=0.021960759535431865 0.00090704852482303988 0.00039601318712811922 0.00096484774257987748 0.004017772153019906 0.00087947337306104611 0.037906534969806678 0.011880517937242987 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 8 -6 -8 -5
right_child=1 -3 3 4 6 -7 7 -9 -10
leaf_value=-0.00053394413322150876 0.0029363269194838107 -0.0092284180597256519 0.00080846185269886476 0.00024888780462269355 0.0012302860335446895 0.0043641698703450532 -0.0076959782910139491 0.0050153078923280111 -0.0027951998344512511
leaf_weight=2671.2842749357224 30.104453086853027 38.576670527458191 3537.0575498342514 483.02125692367554 1423.2850834131241 136.49438524246216 100.34028315544128 41.697924137115479 1098.1383856534958
leaf_count=1577 11 33 1639 246 534 43 76 16 605
internal_value=0 -0.00389634 2.81947e-05 0.000248374 -0.00035506 -0.00137025 0.000758922 -0.00396435 -0.00186528
internal_weight=0 68.6811 9491.32 6820.03 3282.98 1717.65 1565.32 142.038 1581.16
internal_count=4780 44 4736 3159 1520 894 626 92 851
is_linear=0
shrinkage=0.06


Tree=188
num_leaves=10
num_cat=0
split_feature=75 16 30 28 35 128 49 40 91
split_gain=0.284131 0.646658 1.14672 1.05068 0.970623 0.838715 1.06907 0.804498 1.32327
threshold=0.017188700847327713 0.0013986918493174019 0.0095705352723598498 0.0022975050378590827 0.020035739988088611 0.0070226341485977182 0.0005893622583243997 0.028884131461381916 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -4 -1 7 8 -7
right_child=-2 3 4 -5 -6 6 -8 -9 -10
leaf_value=-7.193646239584714e-05 0.00092848879534975404 -0.008366452823471239 0.0027790451210090261 -0.0003458123267489239 -0.0049952201389636209 -0.0050579608051923367 -0.010354725542262858 0.005277325539891832 0.0017161051230180223
leaf_weight=6904.9025381803513 1055.4998518228531 88.553953886032104 723.38657677173615 174.97462666034698 62.836173534393311 271.31395351886749 56.111520767211914 54.267526984214783 168.15354478359222
leaf_count=3625 421 61 250 71 39 178 48 12 75
internal_value=0 -0.000115235 -2.16757e-05 -0.003041 0.00215771 -0.000251527 -0.00250681 -0.00161491 -0.002466
internal_weight=0 8504.5 8240.97 263.529 786.223 7454.75 549.847 493.735 439.467
internal_count=4780 4359 4227 132 289 3938 313 265 253
is_linear=0
shrinkage=0.06


Tree=189
num_leaves=10
num_cat=0
split_feature=146 101 9 45 28 102 35 73 24
split_gain=0.286775 0.784995 0.996946 1.92812 1.46042 1.08047 1.0558 1.3084 1.20309
threshold=0.0072436286136507997 0.00055427959887310873 0.00057154725072905432 0.010180860292166473 0.0010918468469753864 0.00073092587990686308 0.0054799309000372895 0.0023699469165876512 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 8 -8 -6
right_child=1 2 4 -5 6 -7 7 -9 -10
leaf_value=-0.00024666546743944232 -0.00076400451529790448 0.0036966323263159179 -0.0039952529582131316 -0.0064190724884133641 0.0020512869112500778 0.0031785273039650484 -0.00085606497928205976 -0.0093172700889456866 -0.0045620076198164819
leaf_weight=6114.810782790184 1247.889218211174 745.59738707542419 87.384963870048523 74.62250280380249 321.98992204666138 559.60786402225494 143.79761266708374 121.28567433357239 143.01433908939362
leaf_count=3195 620 269 60 54 123 223 64 89 83
internal_value=0 0.000437803 0.00112033 0.00277632 0.000133989 0.00220961 -0.0017054 -0.00472739 1.73358e-05
internal_weight=0 3445.19 2197.3 820.22 1377.08 646.993 730.088 265.083 465.004
internal_count=4780 1585 965 323 642 283 359 153 206
is_linear=0
shrinkage=0.06


Tree=190
num_leaves=10
num_cat=0
split_feature=27 50 33 146 82 77 40 141 0
split_gain=0.286728 0.563059 0.849011 1.03194 0.821151 0.942945 0.698391 0.623288 0.813896
threshold=0.00017767510871635753 0.00066645268816500913 0.00017767510871635753 0.0056525857653468856 0.00017767510871635753 0.004017772153019906 0.0011980500421486797 0.0023699469165876512 0.007706565549597145
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 5 -1 -3 8 -4
right_child=-2 2 7 -5 -6 -7 -8 -9 -10
leaf_value=-0.0024468287251087572 -0.00013095643082661987 0.0035228777274866918 0.0021621338533184572 0.0099079766503025225 -0.0061083396871944532 0.0057375196501960376 -0.0050734101497155468 -0.0025755905092567739 -0.0071888221557690844
leaf_weight=135.217125415802 8249.6842730045319 204.39223527908325 444.8303028345108 80.865010023117065 93.519201278686523 81.057868242263794 40.81822144985199 193.37733888626099 36.238690495491028
leaf_count=96 4023 106 233 20 80 30 30 131 31
internal_value=0 0.000824495 0.00151659 0.00403026 -0.00141071 0.000620589 0.00209192 0.000301296 0.00145773
internal_weight=0 1310.32 1000.52 326.075 309.794 216.275 245.21 674.446 481.069
internal_count=4780 757 551 156 206 126 136 395 264
is_linear=0
shrinkage=0.06


Tree=191
num_leaves=10
num_cat=0
split_feature=55 144 138 117 27 110 68 20 22
split_gain=0.271312 0.711808 0.444349 0.626608 0.778776 0.923903 0.878407 1.18309 1.04844
threshold=0.0063990866765379914 0.021960759535431865 0.0037758676335215573 0.0095705352723598498 0.0041444667149335155 0.0014881226234138014 0.0045489775948226461 0.0010263677686452868 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -4 -8
right_child=1 -3 3 -5 -6 -7 8 -9 -10
leaf_value=0.00014882605717912275 0.0037058138461954931 -0.003807845486978002 -0.0017195868258096858 -0.0030663924903985458 -0.0023012764129993605 0.0035613268243747799 -0.010030087355543789 0.0042678439747106224 0.00010352205277899865
leaf_weight=7529.2024102210999 193.19632136821747 59.329203486442566 300.45411550998688 379.94543659687042 472.30748856067657 281.36455881595612 68.873981833457947 196.51043319702148 78.816317319869995
leaf_count=3864 62 36 139 207 227 103 54 55 33
internal_value=0 0.00194053 -5.26494e-05 -0.000905696 -0.000318604 0.000692639 -0.000559422 0.000647972 -0.00462219
internal_weight=0 252.526 9307.47 1778.27 1398.33 926.019 644.655 496.965 147.69
internal_count=4780 98 4682 818 611 384 281 194 87
is_linear=0
shrinkage=0.06


Tree=192
num_leaves=10
num_cat=0
split_feature=29 147 82 100 143 96 104 26 15
split_gain=0.29453 0.905602 1.29039 0.973797 0.95658 1.18535 0.84363 0.726877 0.711973
threshold=0.018276390619575981 0.0053125319536775359 0.0044099434744566688 0.0068083447404205808 0.010180860292166473 0.018276390619575981 0.00060774214216507982 0.00039601318712811922 0.007706565549597145
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 8 7 6 -6 -2 -3
right_child=1 3 -4 -5 5 -7 -8 -9 -10
leaf_value=0.00013760414257136291 0.0031671061858295794 -0.011019896515099827 -0.0053520478203518736 0.0024498799082424876 0.0035830832303231841 0.0073362920432636066 -0.0040816345152892078 -0.0022873711290094965 -0.0033132292329101894
leaf_weight=8165.9027082920074 490.72204148769379 71.308390974998474 147.29274201393127 60.305335283279419 62.546886205673218 47.446445107460022 298.00786566734314 107.16136503219604 109.30648684501648
leaf_count=3971 228 61 126 27 24 16 191 72 64
internal_value=0 -0.000806014 -0.000107038 -0.0041517 0.000660994 -0.00157884 -0.00275201 0.00218948 -0.00635589
internal_weight=0 1394.1 1153.18 240.92 1005.88 408.001 360.555 597.883 180.615
internal_count=4780 809 657 152 531 231 215 300 125
is_linear=0
shrinkage=0.06


Tree=193
num_leaves=10
num_cat=0
split_feature=71 124 40 69 128 36 88 46 47
split_gain=0.27567 0.324636 1.15876 0.946767 0.788974 1.28753 0.780038 0.937038 0.925093
threshold=0.27827766537666326 0.0005893622583243997 0.018276390619575981 0.00046126570669002836 0.00039601318712811922 0.00060774214216507982 0.0034400182776153092 0.012636432424187662 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -3 -9
right_child=-2 4 3 -5 -6 -7 -8 8 -10
leaf_value=0.00013619590893253385 -0.0024607626234663142 -0.0037986130454211726 -0.0029508595606108673 0.0053347807430660452 5.1868083077893264e-05 -0.0095909822094380984 0.0031553475380678283 -0.0040823652209999485 0.004271770848024015
leaf_weight=2663.6917601823807 161.12776398658752 395.9137396812439 60.401764392852783 278.83372056484222 5599.6228358745575 72.477380990982056 122.75579237937927 75.502205491065979 129.6733033657074
leaf_count=1541 128 260 32 91 2533 62 46 40 47
internal_value=0 4.21856e-05 0.000556811 0.0038595 -0.000199434 -0.00196655 -0.00120313 -0.00209323 0.00119755
internal_weight=0 9398.87 3002.93 339.235 6395.95 796.322 723.845 601.089 205.176
internal_count=4780 4652 1664 123 2988 455 393 347 87
is_linear=0
shrinkage=0.06


Tree=194
num_leaves=10
num_cat=0
split_feature=44 75 123 62 62 24 63 5 98
split_gain=0.278155 0.863748 0.555242 0.58338 0.557375 0.4147 0.882095 0.54088 0.552422
threshold=0.04673989117145539 0.0036604277556762104 0.00017767510871635753 0.00050559637020342063 0.0023699469165876512 0.019431582652032379 0.00052132029668428015 0.0016846025246195497 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 -1 -7 -8 -9
right_child=1 -3 -4 4 -6 6 7 8 -10
leaf_value=0.00014806537881997323 -0.0032118394390007483 -0.0075549391089704482 -0.0068228708924688505 0.0053999716597958689 -0.0016033137062634643 0.0045248630115288556 -0.005008804585430477 0.0043007039114400401 -0.0045119938468089404
leaf_weight=8814.6312601566315 87.288534760475159 71.115532755851746 39.649231433868408 109.89690220355988 65.174153566360474 63.812305331230164 205.0672390460968 56.605507016181946 46.759600639343262
leaf_count=4344 55 51 29 35 41 30 141 14 40
internal_value=0 -0.00160592 -0.00020507 0.000795049 0.00279284 6.52242e-05 -0.00189643 -0.00322494 0.000314076
internal_weight=0 373.124 302.009 262.36 175.071 9186.88 372.245 308.432 103.365
internal_count=4780 211 160 131 76 4569 225 195 54
is_linear=0
shrinkage=0.06


Tree=195
num_leaves=10
num_cat=0
split_feature=47 46 20 0 57 102 15 61 82
split_gain=0.281044 0.739566 1.00685 1.00683 0.776944 0.760818 1.06296 0.785862 0.91103
threshold=0.0027679565828293566 0.0028552538715302949 0.0058306583669036635 0.035692447796463973 0.00050559637020342063 0.0014427106943912806 0.014740333426743748 0.0014881226234138014 0.024066280573606495
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -4 6 -2 -7 -9
right_child=1 2 4 -5 -6 7 -8 8 -10
leaf_value=0.00038188602722514142 -0.0026444796175281891 -0.0014498660240315391 0.00015094759220345207 -0.0058970729015976704 0.0052641489030513487 -0.001779693546910001 0.0015632222389769146 0.0017048800590788774 0.0080720183768126421
leaf_weight=4020.1870765686035 460.11176145076752 2451.4295635223389 528.1297219991684 85.239842057228088 134.156405210495 215.10600364208221 407.61548054218292 1171.1215935945511 86.902818322181702
leaf_count=1831 310 1325 260 68 41 125 211 574 35
internal_value=0 -0.000277131 -0.000889068 0.000508245 0.00118671 0.000741488 -0.000667909 0.00157167 0.00214471
internal_weight=0 5539.81 3113.72 2426.1 662.286 2340.86 867.727 1473.13 1258.02
internal_count=4780 2949 1626 1323 301 1255 521 734 609
is_linear=0
shrinkage=0.06


Tree=196
num_leaves=10
num_cat=0
split_feature=52 80 47 33 23 79 132 36 101
split_gain=0.269737 0.61356 0.814929 0.653272 0.691235 0.648859 0.913935 1.22974 0.806904
threshold=0.0060143163427710542 0.00090704852482303988 0.00017767510871635753 0.031632266007363803 0.0014881226234138014 0.012636432424187662 0.0015349716995842757 0.00017767510871635753 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -8 -9
right_child=1 2 3 -5 5 -7 7 8 -10
leaf_value=-0.00020400236859118289 -0.0039495712558417304 -0.0062021255028452075 0.0087960417980311404 -0.0042317822456354849 0.001116679313476622 0.0045186935740981335 -0.01104751134788748 -0.0077767820719282493 0.000693436866068951
leaf_weight=6781.4954234361649 107.35422325134277 60.594622611999512 40.432505011558533 88.45752477645874 1983.0502835512161 165.33341920375824 49.097580671310425 48.904722452163696 235.2799619436264
leaf_count=3426 82 42 10 56 944 48 42 32 98
internal_value=0 0.000497908 0.000676654 0.00083632 0.00101407 0.000887286 0.000628086 -0.00227908 -0.000764185
internal_weight=0 2778.5 2671.15 2610.56 2522.1 2481.67 2316.33 333.282 284.185
internal_count=4780 1354 1272 1230 1174 1164 1116 172 130
is_linear=0
shrinkage=0.06


Tree=197
num_leaves=10
num_cat=0
split_feature=100 141 33 33 102 110 57 34 89
split_gain=0.27714 1.06782 0.913812 0.545224 0.631243 0.734765 0.465186 0.792643 0.662192
threshold=0.060991313308477409 0.0020932231564074759 0.031632266007363803 0.031632266007363803 0.0012357163941487672 0.0011261500185355546 0.0017376682371832433 0.0053125319536775359 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 5 -5 -1 8 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10
leaf_value=-5.3431857748446452e-05 0.00016018281467899566 -0.0051120658564328255 0.010456964753100451 0.0030223068389710625 -0.0059386962071884004 -0.0051634474753245278 0.0015774295394133007 0.0036436845196344005 -0.0084481436455727983
leaf_weight=8714.074437379837 61.667183518409729 49.097580671310425 62.450457096099854 99.665279388427734 120.02025520801544 65.367011785507202 56.798365235328674 290.13790428638458 40.721792340278625
leaf_count=4376 38 42 19 41 83 51 24 81 25
internal_value=0 0.00237814 0.00534106 -4.38841e-05 -0.00262781 -0.000219957 3.70406e-05 0.00207075 -0.00260898
internal_weight=0 173.215 124.118 9386.79 285.053 165.032 9101.73 387.658 97.5202
internal_count=4780 99 57 4681 175 92 4506 130 49
is_linear=0
shrinkage=0.06


Tree=198
num_leaves=10
num_cat=0
split_feature=58 122 82 121 5 71 83 39 39
split_gain=0.264567 0.893466 0.850878 1.08966 1.09132 0.769848 0.501619 0.521011 0.789971
threshold=0.029773407615721229 0.0013560238294303419 0.0012357163941487672 0.0035485138650983576 0.000490355829242617 0.15819545835256579 0.076978169381618514 0.00017767510871635753 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -4 -5 -1 -8 -9
right_child=1 -3 3 5 -6 -7 7 8 -10
leaf_value=7.7608980580990301e-06 -0.0042505051362681911 -0.0048832313509549344 -0.0016961614750008308 -0.0027035782637990073 0.0078144344053430546 0.0057124495665587848 3.3422265086763561e-05 -0.0078507961140094999 0.00064638394495126952
leaf_weight=8642.6932986974716 65.367011785507202 74.815361022949219 55.918662548065186 137.74796366691589 194.55816960334778 54.65324342250824 165.32157850265503 106.37809145450592 62.546886205673218
leaf_count=4192 51 64 38 108 73 32 107 91 24
internal_value=0 0.0012385 0.00213964 0.0030828 0.0056912 -0.000312932 -8.0442e-05 -0.00236113 -0.00470459
internal_weight=0 583.06 508.245 442.878 250.477 192.401 8976.94 334.247 168.925
internal_count=4780 366 302 251 111 140 4414 222 115
is_linear=0
shrinkage=0.06


Tree=199
num_leaves=10
num_cat=0
split_feature=2 17 78 34 51 82 92 60 61
split_gain=0.2707 0.744904 0.695008 0.538904 0.436069 0.717085 0.840714 0.723024 1.29552
threshold=0.0011261500185355546 0.040252277627587325 0.016668972559273246 0.00899649551138282 0.00017767510871635753 0.0034400182776153092 0.0092791137285530585 0.00046126570669002836 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 7 -7 8 -1
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.0021352390422830908 9.0628965857980211e-05 0.0065953319572354648 -0.0076071484622261959 -0.0034447403622767277 0.00026538113014062964 0.00027113447323381338 0.010530081656510631 -0.0041366338591230147 0.003657560907743222
leaf_weight=508.63076746463776 538.25307500362396 43.939475059509277 60.594622611999512 218.11898744106293 7559.4624959230423 116.41685605049133 38.190954089164734 285.14897549152374 191.24405777454376
leaf_count=322 308 13 42 162 3585 75 13 180 80
internal_value=0 -0.00101491 -0.00142421 -0.000928884 0.00010044 -0.000993654 0.00280528 -0.00158993 -0.000552329
internal_weight=0 860.906 816.967 756.372 8699.09 1139.63 154.608 985.024 699.875
internal_count=4780 525 512 470 4255 670 88 582 402
is_linear=0
shrinkage=0.06


Tree=200
num_leaves=10
num_cat=0
split_feature=69 0 34 107 131 36 29 83 147
split_gain=0.275034 1.35271 1.26261 1.1997 1.01658 1.00266 0.957025 0.951335 0.904667
threshold=0.0017376682371832433 0.001792412775103003 0.0021592099219560628 0.004017772153019906 0.0045489775948226461 0.00017767510871635753 0.021960759535431865 0.023343417793512348 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 5 -2 8 -3 -6 -5 -4
right_child=1 2 4 7 6 -7 -8 -9 -10
leaf_value=0.00023467890522746831 0.0025205571866405269 -0.00040955048091342584 -0.00024481119163045206 -0.0086428294361438028 0.0008034273904464047 -0.010613262830317334 -0.006615035004324441 0.00022560013430243057 -0.0037733184290174599
leaf_weight=6241.1818150281906 768.09748470783234 56.894794344902039 471.81350231170654 65.463440895080566 1084.2424566745758 88.746812105178833 66.439572691917419 130.05901980400085 587.06136834621429
leaf_count=3190 303 29 261 56 421 71 47 67 335
internal_value=0 -0.000441324 -0.00121614 0.00145242 -0.000859478 -0.00662719 0.000375091 -0.00274366 -0.00220109
internal_weight=0 3318.82 2355.2 963.62 2209.56 145.642 1150.68 195.522 1058.87
internal_count=4780 1590 1164 426 1064 100 468 123 596
is_linear=0
shrinkage=0.06


Tree=201
num_leaves=10
num_cat=0
split_feature=139 7 0 36 145 75 117 99 78
split_gain=0.266101 0.532776 0.878321 1.03515 0.928293 1.25548 0.878957 0.943819 0.781095
threshold=0.0032328735105693345 0.0072436286136507997 0.0020932231564074759 0.00017767510871635753 0.00080172589514404546 0.017188700847327713 0.0027679565828293566 0.0019672545604407792 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 8 6 -6 -8 -4
right_child=-2 2 4 -5 5 -7 7 -9 -10
leaf_value=0.00012177849914362805 0.0018793904460155518 -0.0033014976969832945 -0.0015728253409424014 0.0033937284487456339 -0.01129616045072678 0.00079383480245563914 -0.0083187127277207246 0.00014706878173420196 -0.00997434975349854
leaf_weight=8093.5708227157593 263.73327946662903 124.31049883365631 69.560826301574707 250.970818400383 54.846101641654968 399.73367846012115 72.284522771835327 137.7598043680191 93.229913949966431
leaf_count=4155 83 67 30 77 42 160 52 49 65
internal_value=0 -5.33179e-05 -0.00123163 0.00117596 -0.00232362 -0.00132899 -0.00453246 -0.00276634 -0.00638436
internal_weight=0 9296.27 1202.7 375.281 827.415 664.624 264.89 210.044 162.791
internal_count=4780 4697 542 144 398 303 143 101 95
is_linear=0
shrinkage=0.06


Tree=202
num_leaves=10
num_cat=0
split_feature=106 75 2 114 147 61 10 77 137
split_gain=0.255782 0.673606 0.768011 0.702658 0.576014 0.494911 0.988323 1.05485 0.61949
threshold=0.020035739988088611 0.0032328735105693345 0.00064626874518580746 0.007706565549597145 0.0038949446752667431 0.0037758676335215573 0.007706565549597145 0.00057154725072905432 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -7 -8 -9
right_child=1 2 -4 -5 -6 6 7 8 -10
leaf_value=0.00010544764060155871 -0.0020375861219492641 -0.0065318408205034479 0.00143141486735905 0.0058594245104072098 -0.0056039738043160313 -0.0055231747514838713 -0.0018911923141282946 0.0072449797681952257 -0.00052794947741338725
leaf_weight=8570.601634144783 270.33782172203064 137.65153455734253 63.812305331230164 64.884866237640381 75.887921929359436 63.125460863113403 114.2717342376709 150.52226543426514 48.904722452163696
leaf_count=4150 187 103 30 26 60 54 83 55 32
internal_value=0 -0.000913433 -0.00400953 -0.000121804 -0.000658546 -7.86323e-05 0.00132674 0.00270515 0.00533885
internal_weight=0 989.399 201.464 787.935 723.05 647.162 376.824 313.699 199.427
internal_count=4780 630 133 497 471 411 224 170 87
is_linear=0
shrinkage=0.06


Tree=203
num_leaves=10
num_cat=0
split_feature=22 128 42 21 11 66 142 82 1
split_gain=0.252193 0.487646 0.671029 0.64366 0.610453 0.594533 0.36001 0.469963 0.728876
threshold=0.0036604277556762104 0.0019071503775194289 0.0023699469165876512 0.001792412775103003 0.0054799309000372895 0.00047558375808876013 0.055838862434029586 0.00096484774257987748 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 3 -3 4 -2 -5 -1 8 -8
right_child=1 2 -4 5 -6 -7 7 -9 -10
leaf_value=-1.6165685286555914e-05 0.0071469457012230293 0.0010184529511359779 -0.0080026460541503357 -0.0059491473429477007 0.00042599734877114441 0.0032160247795294549 -0.0049068102493011433 -0.0089694083678280943 0.0038012722882389371
leaf_weight=8923.4319200515747 130.55300605297089 108.82434129714966 40.81822144985199 48.904722452163696 77.550898194313049 53.194966077804565 81.540013790130615 35.069700479507446 60.11247706413269
leaf_count=4501 33 39 30 32 27 16 55 30 17
internal_value=0 0.0013709 -0.00144225 0.00272797 0.00464235 -0.001174 -6.92741e-05 -0.00275094 -0.0012114
internal_weight=0 459.846 149.643 310.204 208.104 102.1 9100.15 176.722 141.652
internal_count=4780 177 69 108 60 48 4603 102 72
is_linear=0
shrinkage=0.06


Tree=204
num_leaves=10
num_cat=0
split_feature=92 143 33 118 39 106 106 108 12
split_gain=0.272585 0.605837 0.8726 0.742542 0.833965 0.714439 1.10625 1.27014 1.17498
threshold=0.00244467705488205 0.035692447796463973 0.013860232196748258 0.00096484774257987748 0.010829726699739696 0.020035739988088611 0.0019071503775194289 0.00093549740267917525 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 6 8 -8 -1
right_child=-2 2 -4 4 -6 -7 7 -9 -10
leaf_value=0.0015167408565426794 -0.00034162802330706284 0.0059048354129747601 -0.0045312056218642007 -0.0045417202584141858 0.0053226582969018044 -0.002026127689739211 -0.0054061959345699968 0.0014851597567630624 -0.001816637645354545
leaf_weight=554.32964789867401 4473.5623445510864 209.27289426326752 53.484253406524658 66.343143582344055 57.678067922592163 502.19540202617645 100.43671226501465 2327.4438741207123 1215.2539268732071
leaf_count=307 2209 61 31 42 10 346 81 1096 597
internal_value=0 0.000300465 0.00258304 0.00372467 4.58683e-05 0.000112611 0.000368495 0.00120008 -0.000772443
internal_weight=0 5086.44 386.778 333.294 124.021 4699.66 4197.46 2427.88 1769.58
internal_count=4780 2571 144 113 52 2427 2081 1177 904
is_linear=0
shrinkage=0.06


Tree=205
num_leaves=10
num_cat=0
split_feature=146 127 85 82 45 100 93 27 37
split_gain=0.259995 0.695918 0.792903 1.08082 0.760867 0.985886 0.898304 0.836719 0.786988
threshold=0.0072436286136507997 0.00017767510871635753 0.0034400182776153092 0.00085274505545385193 0.0051502294372767219 0.0044099434744566688 0.0070226341485977182 0.010180860292166473 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -5 -7
right_child=-2 -3 -4 4 5 8 -8 -9 -10
leaf_value=0.00088663224062380283 0.00041685976704060578 -0.00099503016969307951 0.0016949022564628799 -0.006034347436550418 0.0023656586265935436 -0.0042281516902951824 0.00064220300906502709 0.0012176245485438794 0.0021923285114412165
leaf_weight=1354.4720085859299 3445.1894841194153 2536.8622637987137 1044.7860834598541 324.30422067642212 293.53660452365875 240.32979774475098 154.70423924922943 69.560826301574707 96.254738450050354
leaf_count=662 1585 1403 402 243 138 181 93 30 43
internal_value=0 -0.000234866 0.000304111 -0.000269512 -0.00159807 -0.000175715 -0.00323189 -0.00475357 -0.00239206
internal_weight=0 6114.81 3577.95 2533.16 1178.69 630.121 548.569 393.865 336.585
internal_count=4780 3195 1792 1390 728 362 366 273 224
is_linear=0
shrinkage=0.06


Tree=206
num_leaves=10
num_cat=0
split_feature=24 71 53 109 81 84 121 148 143
split_gain=0.250693 0.9301 0.760434 0.845465 0.74456 0.827969 0.742408 0.960972 1.00492
threshold=0.00047558375808876013 0.0058306583669036635 0.0033348383149132137 0.013032016810029747 0.00899649551138282 0.0005893622583243997 0.00017767510871635753 0.011519505176693203 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 5 -3 7 8 -1
right_child=-2 2 3 -5 -6 -7 -8 -9 -10
leaf_value=0.00075618635010517429 -0.00012401999940973645 -0.0038141386854976794 0.0057034695213082571 -0.0021666380760454605 0.0072225695644163417 0.0046362062289648188 -0.0048106332108105287 0.0034698319334381953 -0.005477057929270431
leaf_weight=255.44207954406738 8220.6286994218826 150.41399562358856 286.13694798946381 59.329203486442566 42.770485043525696 57.774497032165527 128.10675621032715 212.87629342079163 146.52130913734436
leaf_count=130 4126 109 112 36 12 15 85 69 86
internal_value=0 0.000761195 0.00252588 0.00435188 1.22229e-05 -0.00146908 -0.000655463 0.0002103 -0.00151592
internal_weight=0 1339.37 596.425 345.466 250.959 208.188 742.946 614.84 401.963
internal_count=4780 654 284 148 136 124 370 285 216
is_linear=0
shrinkage=0.06


Tree=207
num_leaves=10
num_cat=0
split_feature=92 96 111 72 3 20 57 61 127
split_gain=0.248679 0.909159 0.921102 0.964624 1.35693 0.975048 0.822464 0.625593 0.729503
threshold=0.013860232196748258 0.0037758676335215573 0.0031340263085439806 0.0033348383149132137 0.00017767510871635753 0.0013146653072908523 0.00017767510871635753 0.00244467705488205 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 -3 -6 -5 8 -2
right_child=1 2 -4 6 5 -7 -8 -9 -10
leaf_value=0.00015868513384656051 0.00071722915768754629 -0.0058523917328871071 0.0063720646255276273 -0.0088387627841694776 -0.0048462003521857495 0.0052484811327121557 -0.0014031061134227587 0.0019006011314575129 -0.0026394543615974302
leaf_weight=7534.0949099063873 549.6655285358429 121.38210344314575 38.09452497959137 149.34143471717834 47.735732436180115 123.73192417621613 83.492277383804321 507.77474617958069 404.68708515167236
leaf_count=3760 244 94 8 113 31 37 37 218 238
internal_value=0 -0.000590131 -0.00263705 -0.00328991 -0.00099815 0.00243817 -0.0061724 0.000199135 -0.000706151
internal_weight=0 2025.91 563.778 525.683 292.85 171.468 232.834 1462.13 954.353
internal_count=4780 1020 320 312 162 68 150 700 482
is_linear=0
shrinkage=0.06


Tree=208
num_leaves=10
num_cat=0
split_feature=44 122 131 91 4 52 143 39 95
split_gain=0.257144 0.723822 1.08789 0.983918 0.732658 0.840535 1.37686 0.879482 0.842956
threshold=0.00090704852482303988 0.00090704852482303988 0.0079489401541650313 0.0058306583669036635 0.0036604277556762104 0.0022975050378590827 0.00899649551138282 0.02129978779703379 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 8 -7 -1
right_child=-2 2 -4 -5 -6 7 -8 -9 -10
leaf_value=0.00069079369286074955 0.00019116655991662079 -0.0014945617132962276 -0.010898966295995582 -0.0059835568664555567 -0.0031274380456389433 0.0012785847201869326 -0.0096315442919668211 0.0084750622778101067 -0.0035638084622775217
leaf_weight=836.76676762104034 6940.6100168228149 211.40617537498474 56.01509165763855 100.34028315544128 229.03745472431183 851.9636378288269 58.353071689605713 65.860998034477234 209.64677000045776
leaf_count=406 3390 112 43 76 132 419 45 17 140
internal_value=0 -0.000506535 -0.00346444 -0.000170218 8.88447e-05 0.000453055 -0.000661803 0.00179499 -0.000161607
internal_weight=0 2619.39 267.421 2351.97 2251.63 2022.59 1104.77 917.825 1046.41
internal_count=4780 1390 155 1235 1159 1027 591 436 546
is_linear=0
shrinkage=0.06


Tree=209
num_leaves=10
num_cat=0
split_feature=26 4 56 22 0 86 116 140 125
split_gain=0.246817 0.661249 0.370145 0.329087 0.293357 0.687105 1.01623 0.875247 0.599322
threshold=0.0038949446752667431 0.00046126570669002836 0.00050559637020342063 0.00099512818269431613 0.00068727668258361529 0.000490355829242617 0.0016846025246195497 0.0068083447404205808 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 8 7 -7 -1
right_child=1 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.0010685652699806887 0.0023608959170025321 -0.0040364756688705313 -0.0080320238013865154 0.0037338227994362333 0.00017594432292261636 4.5435084093067987e-05 -0.0020939650636277343 0.0080564106603156441 -0.0053712089837140396
leaf_weight=643.35390663146973 85.830257415771484 74.815361022949219 57.280510783195496 26.597483038902283 8162.4075789451599 93.916758418083191 170.58795392513275 102.88296210765839 142.32749462127686
leaf_count=452 39 64 49 8 3909 41 82 29 107
internal_value=0 -0.00188171 -0.00417635 -0.00199856 4.93933e-05 -0.000846443 0.00129544 0.00423341 -0.001848
internal_weight=0 244.524 158.693 101.413 9315.48 1153.07 367.388 196.8 785.681
internal_count=4780 160 121 72 4620 711 152 70 559
is_linear=0
shrinkage=0.06


Tree=210
num_leaves=10
num_cat=0
split_feature=105 23 140 40 19 12 4 76 134
split_gain=0.252847 0.944548 1.7891 0.822075 0.753123 0.677414 0.624541 0.513935 0.615118
threshold=0.0092791137285530585 0.011169348377734424 0.0068083447404205808 0.00244467705488205 0.0011615398107096555 0.0010263677686452868 0.0032328735105693345 0.0005375427135732026 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 -5 -4 8 -6
right_child=1 3 6 5 7 -7 -8 -9 -10
leaf_value=0.00011648627511170702 0.0040741303013171418 -0.0050076194214868459 -0.011697153568370373 0.0051652914786059463 -0.0018995791463684759 -0.00051234938687037032 -0.0033068193162165424 -0.0075038472043929688 0.0036183497834368214
leaf_weight=8367.5357249975204 100.64141118526459 55.918662548065186 79.491321086883545 188.52036130428314 453.70007741451263 126.35919153690338 53.387824296951294 47.832161545753479 86.613530993461609
leaf_count=4232 32 38 68 58 216 54 26 36 20
internal_value=0 -0.000817385 -0.00195177 0.00169635 -0.000722052 0.00288689 -0.00832611 -0.00154276 -0.00101504
internal_weight=0 1192.46 821.666 370.798 688.787 314.88 132.879 588.146 540.314
internal_count=4780 548 398 150 304 112 94 272 236
is_linear=0
shrinkage=0.06


Tree=211
num_leaves=10
num_cat=0
split_feature=25 36 11 8 31 86 125 98 105
split_gain=0.255413 0.903957 0.8071 0.970727 0.888369 1.07981 0.761774 0.670221 0.618835
threshold=0.0010585968848317864 0.00068727668258361529 0.00017767510871635753 0.00087947337306104611 0.0056525857653468856 0.0012745757703669371 0.0048403022810816774 0.019431582652032379 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 8 -2
right_child=7 2 4 -5 -6 -7 -8 -9 -10
leaf_value=7.4215572851284034e-05 -0.0011297191465235415 0.0069686951397279736 -0.0054261644565919359 -0.0025697825125112809 -0.0087463587940730166 0.0030787780574869543 0.0016227397027841297 -0.0021485648633113585 0.00065261106456076829
leaf_weight=2746.0150475502014 818.24394488334656 65.957427144050598 267.21656811237335 91.964494824409485 94.495333075523376 101.90683031082153 69.560826301574707 397.96243238449097 4906.6773623228073
leaf_count=1577 459 22 204 59 71 38 30 247 2073
internal_value=0 -0.000413928 -0.00235351 0.00141404 -0.00346942 -0.00233273 -0.00397022 0.000232361 0.000397869
internal_weight=0 3437.12 691.101 157.922 533.18 438.684 336.777 6122.88 5724.92
internal_count=4780 2001 424 81 343 272 234 2779 2532
is_linear=0
shrinkage=0.06


Tree=212
num_leaves=10
num_cat=0
split_feature=47 138 150 5 5 40 93 82 124
split_gain=0.238556 0.643275 0.802594 1.07212 1.00505 1.2673 0.838752 0.959777 1.23843
threshold=0.0027679565828293566 0.0045489775948226461 0.0046923852059990176 0.000490355829242617 0.000490355829242617 0.039062514901161201 0.000490355829242617 0.0058306583669036635 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -6 8 -8
right_child=-2 -3 3 -5 6 -7 7 -9 -10
leaf_value=0.00069974032115722345 -0.00025532501468534472 -0.00093100432110918799 0.00050558357981589071 -0.0068074876955631167 0.00059484553676032335 -0.0060102180638948819 -0.00051713722305327396 0.0088230776606350019 0.0059715545270811639
leaf_weight=1609.9259288311005 5539.8131903409958 1042.3398336172104 206.44092798233032 110.95762240886688 392.03289389610291 108.1374968290329 203.4161034822464 126.06990420818329 220.86636531352997
leaf_count=733 2949 454 93 90 178 63 115 39 66
internal_value=0 0.000351838 0.000800872 -0.00205095 0.0011411 0.000277405 0.00271571 0.00422647 0.00286064
internal_weight=0 4020.19 2977.85 317.399 2660.45 1718.06 942.385 550.352 424.282
internal_count=4780 1831 1377 183 1194 796 398 220 181
is_linear=0
shrinkage=0.06


Tree=213
num_leaves=10
num_cat=0
split_feature=100 33 45 34 112 104 144 74 81
split_gain=0.246074 0.93193 0.305898 0.68576 0.650638 0.571774 0.556894 0.801643 0.495989
threshold=0.060991313308477409 0.031632266007363803 0.021960759535431865 0.064669914543628707 0.00093549740267917525 0.024810968898236755 0.00096484774257987748 0.00017767510871635753 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 8 -7 -8 -1
right_child=1 -3 -4 4 -6 6 7 -9 -10
leaf_value=-0.00089587661090171559 -0.0015662212992491474 0.0073283854536170742 -0.0012310699732686994 -0.0076671928433232565 0.0024636357224600922 0.0046397445573708816 -0.0047270494414772572 0.0051672501172582101 0.00025793003557764328
leaf_weight=1685.971186876297 99.074864029884338 74.140357255935669 718.47039568424225 76.960482835769653 32.44243311882019 192.31661868095398 69.946542739868164 50.953415155410767 6559.7239705324173
leaf_count=980 70 29 472 56 13 76 50 19 3015
internal_value=0 0.00224089 -4.13513e-05 5.72581e-05 -0.00466299 0.000117594 0.0026338 -0.000557086 2.20148e-05
internal_weight=0 173.215 9386.79 8668.31 109.403 8558.91 313.217 120.9 8245.7
internal_count=4780 99 4681 4209 69 4140 145 69 3995
is_linear=0
shrinkage=0.06


Tree=214
num_leaves=10
num_cat=0
split_feature=59 28 51 137 8 54 8 33 14
split_gain=0.263149 0.628926 0.924637 0.914817 1.07188 0.992672 0.891856 1.05379 1.16296
threshold=0.0022975050378590827 0.00085274505545385193 0.020658296532928947 0.000490355829242617 0.0015833032084628942 0.0072436286136507997 0.00017767510871635753 0.00077738583786413084 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 -2 -8 -9
right_child=1 -3 -4 4 5 -7 7 8 -10
leaf_value=0.00038579210681813082 0.0043576745935859093 -0.00083687477884369823 -0.0045749558719873767 -0.0029267956942821789 0.004425819620414417 -0.00052774586537112722 -0.0037450050126427771 -0.00028405429927190836 0.0072608416139864941
leaf_weight=3820.9901725053787 143.79761266708374 3097.5782108306885 126.8413370847702 123.52722525596619 547.24296009540558 198.45085608959198 303.75638663768768 1119.0956175327301 78.719888210296631
leaf_count=2054 64 1445 79 86 178 96 191 559 28
internal_value=0 -0.000256858 0.000423322 0.000675446 0.00224998 0.00310753 -0.000156352 -0.000588637 0.000211793
internal_weight=0 5739.01 2641.43 2514.59 869.221 745.694 1645.37 1501.57 1197.82
internal_count=4780 2726 1281 1202 360 274 842 778 587
is_linear=0
shrinkage=0.06


Tree=215
num_leaves=10
num_cat=0
split_feature=69 68 44 107 104 35 18 57 134
split_gain=0.240073 1.00245 0.959248 1.32655 1.06923 1.18593 1.57522 0.937119 0.87773
threshold=0.0017376682371832433 0.0027679565828293566 0.0010918468469753864 0.010829726699739696 0.0049928687512874612 0.0033348383149132137 0.0066005610860884198 0.00040826165059115743 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 -4 8 -2 -7
right_child=1 -3 3 -5 -6 6 -8 -9 -10
leaf_value=0.0002192565554110069 -0.010333492695783658 0.00030112544725528924 0.00081109998773324678 0.0095430417805485064 -0.007756074923612799 -0.0052127690532312596 -0.014248634642112214 0.00021496364899338308 0.0019033214252912986
leaf_weight=6241.1818150281906 87.577822089195251 2260.6185849905014 490.52918326854706 39.263514995574951 94.591762185096741 144.37618732452393 45.59061062335968 46.373884201049805 109.89690220355988
leaf_count=3190 70 1029 218 9 76 94 39 20 35
internal_value=0 -0.000412321 -0.00193645 -0.00124873 -0.00172752 -0.00100604 -0.00397859 -0.00668163 -0.00213719
internal_weight=0 3318.82 1058.2 924.248 884.985 790.393 299.864 133.952 254.273
internal_count=4780 1590 561 471 462 386 168 90 129
is_linear=0
shrinkage=0.06


Tree=216
num_leaves=10
num_cat=0
split_feature=61 135 19 142 145 147 37 46 120
split_gain=0.243956 0.715362 0.71789 0.619144 0.946523 0.644069 0.874408 1.17682 0.618627
threshold=0.0042751494329422721 0.0013986918493174019 0.04673989117145539 0.00096484774257987748 0.004017772153019906 0.00055427959887310873 0.00044738779251929378 0.0062037324532866487 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -3 -5 -7 -8 -2
right_child=1 3 -4 5 -6 6 7 -9 -10
leaf_value=-0.00018021770444078515 0.0015753215691953128 0.009401934219696791 -0.0062570868035521261 0.0014561015142615498 -0.0027145151636667683 -0.0073856105104191478 0.0011874366072220455 -0.0073434468795089657 -0.0031028408750493871
leaf_weight=7062.9564113616943 1701.5047072172165 46.181025981903076 46.470313310623169 144.1833291053772 46.663171529769897 124.98550260066986 196.01644694805145 82.805432915687561 108.23392593860626
leaf_count=3534 772 10 25 84 35 102 89 61 68
internal_value=0 0.000509751 0.00110646 -0.00121864 0.00331225 -0.00198629 -0.00321543 -0.00134609 0.00129554
internal_weight=0 2497.04 1856.21 640.835 92.8442 547.991 403.807 278.822 1809.74
internal_count=4780 1246 865 381 45 336 252 150 840
is_linear=0
shrinkage=0.06


Tree=217
num_leaves=10
num_cat=0
split_feature=128 74 148 39 12 137 10 21 38
split_gain=0.240271 0.66877 0.740114 1.1845 0.931912 0.913902 0.742632 0.718701 0.682679
threshold=0.0070226341485977182 0.00064626874518580746 0.0051502294372767219 0.0041444667149335155 0.012636432424187662 0.0058306583669036635 0.0026833302108570938 0.00077738583786413084 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 7 -5 -3 -8
right_child=-2 2 3 6 -6 -7 8 -9 -10
leaf_value=-6.4406239471446192e-05 -0.00064201623143926633 1.0903012510613256e-05 0.0066606760868383455 0.0028529530712529381 -0.00068015590527352812 0.0057988074325517882 -0.0058579201693198949 -0.0072615632236512698 0.0022145213750602299
leaf_weight=6892.9233506917953 1720.787122130394 119.34525144100189 280.88241326808929 167.57497012615204 79.985307335853577 54.267526984214783 101.21998584270477 82.901862025260925 60.11247706413269
leaf_count=3600 818 48 78 45 34 12 62 66 17
internal_value=0 0.000140929 0.00163662 0.0026599 0.0050336 -0.00111498 5.55332e-05 -0.00297011 -0.00285013
internal_weight=0 7839.21 946.29 689.775 360.868 256.515 328.907 202.247 161.332
internal_count=4780 3962 362 236 112 126 124 114 79
is_linear=0
shrinkage=0.06


Tree=218
num_leaves=10
num_cat=0
split_feature=123 98 24 94 53 123 13 70 71
split_gain=0.247111 0.391286 0.302307 0.69822 1.01391 0.827122 0.879056 0.682258 1.04031
threshold=0.021960759535431865 0.0011261500185355546 0.00047558375808876013 0.0033348383149132137 0.0048403022810816774 0.00093549740267917525 0.00087947337306104611 0.00062670491752214741 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 -6
right_child=1 -3 -4 -5 7 -7 -8 -9 -10
leaf_value=-0.0020769029367327112 0.0010399433611559439 -0.0080196233238536141 -0.00010956449726087603 0.0041120465864770278 -0.00076981592482677026 0.0014593020281689168 -0.012175606890741184 -0.0036909231977396619 0.0056178429113555427
leaf_weight=366.49613106250763 33.611423134803772 35.069700479507446 8181.0758970975876 202.45181238651276 143.11076819896698 251.35653483867645 33.900710463523865 56.991223454475403 255.93606579303741
leaf_count=225 14 30 4102 65 88 97 29 34 96
internal_value=0 -0.00358602 2.59492e-05 0.000872088 0.000279977 -0.0012384 -0.00293194 0.00244999 0.00332703
internal_weight=0 68.6811 9491.32 1310.24 1107.79 651.753 400.397 456.038 399.047
internal_count=4780 44 4736 634 569 351 254 218 184
is_linear=0
shrinkage=0.06


Tree=219
num_leaves=10
num_cat=0
split_feature=27 101 8 101 106 37 98 119 146
split_gain=0.236634 0.635287 0.512708 0.501489 0.959996 0.579831 0.567944 0.968625 0.669128
threshold=0.00017767510871635753 0.14610802382230761 0.004017772153019906 0.028020657598972324 0.0063990866765379914 0.0027679565828293566 0.02636832278221846 0.00087947337306104611 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 5 -5 8 -8 -2
right_child=1 2 -4 4 -6 -7 7 -9 -10
leaf_value=0.00074901636843996335 0.0018514760280030486 -0.0012744120467769017 -0.010040700004077596 0.0054611721477156629 -0.0042258896937214657 0.00023637529369971265 -0.0029899638954281791 0.0048221421928000508 -0.00020445115868281268
leaf_weight=1310.3159939050674 623.80588579177856 58.160213470458984 40.914650559425354 196.70329141616821 72.188093662261963 125.09377241134644 473.35636806488037 64.981295347213745 6594.4807022809982
leaf_count=757 273 35 35 65 47 48 341 31 3148
internal_value=0 -0.000118968 -0.0048946 -6.09177e-05 0.00202734 0.00343011 -0.000166987 -0.00204699 -2.67775e-05
internal_weight=0 8249.68 99.0749 8150.61 393.985 321.797 7756.62 538.338 7218.29
internal_count=4780 4023 70 3953 160 113 3793 372 3421
is_linear=0
shrinkage=0.06


Tree=220
num_leaves=10
num_cat=0
split_feature=138 82 85 72 126 40 7 46 88
split_gain=0.234088 0.555511 0.521648 1.18527 0.485002 0.571701 0.643943 0.70187 0.685045
threshold=0.0054799309000372895 0.015675474889576439 0.029773407615721229 0.00244467705488205 0.0022272822679951791 0.0084566329605877417 0.0020292587578296666 0.059226244688034065 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -4 5 6 -2 8 -8
right_child=1 -3 3 -5 -6 -7 7 -9 -10
leaf_value=6.3045002371706622e-05 -0.0019227327694115565 0.0048641159620512065 0.0090599085188166062 -0.0015124692282941984 -0.0056222870712017772 -0.0025443811422244437 0.0064511983675704359 0.0066571658997836448 -0.00021066813339054748
leaf_weight=7857.7122861146927 358.71075809001923 62.546886205673218 73.94749903678894 78.912746429443359 74.62250280380249 410.64030504226685 62.450457096099854 76.189049959182739 504.26777613162994
leaf_count=4027 179 24 19 38 54 189 19 16 215
internal_value=0 -0.000675084 0.000130577 0.00360201 -0.000908095 -0.000659001 0.000113961 0.00125034 0.000523447
internal_weight=0 1549.43 8010.57 152.86 1486.88 1412.26 1001.62 642.907 566.718
internal_count=4780 696 4084 57 672 618 429 250 234
is_linear=0
shrinkage=0.06


Tree=221
num_leaves=10
num_cat=0
split_feature=44 33 68 39 12 0 54 146 81
split_gain=0.241777 0.801811 0.985534 0.893615 0.812735 0.659343 0.615526 0.704363 0.686237
threshold=0.00090704852482303988 0.0046923852059990176 0.0045489775948226461 0.028884131461381916 0.0012357163941487672 0.015675474889576439 0.024810968898236755 0.0056525857653468856 0.011880517937242987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -4 6 8 -8 -1
right_child=-2 2 4 -5 -6 -7 7 -9 -10
leaf_value=-0.0008670214463006382 0.0001853662933040261 -0.008396290343991402 0.0066960180551311763 0.0055009911798784032 -0.0056633094821855381 -0.0035327833591053547 0.00096484874628237685 0.0082937565525079467 0.0034232461354773607
leaf_weight=1683.2593311071396 6940.6100168228149 98.19516134262085 39.359944105148315 94.79646110534668 37.311251401901245 224.55435287952423 237.12395572662354 58.943487048149109 145.84630537033081
leaf_count=899 3390 84 14 27 27 138 134 16 51
internal_value=0 -0.000491166 -0.00441609 -0.000210401 0.000681478 -0.000440819 -0.00011411 0.00242395 -0.000524931
internal_weight=0 2619.39 174.866 2444.52 76.6712 2349.73 2125.17 296.067 1829.11
internal_count=4780 1390 125 1265 41 1238 1100 150 950
is_linear=0
shrinkage=0.06


Tree=222
num_leaves=10
num_cat=0
split_feature=2 132 114 2 75 78 17 110 23
split_gain=0.253008 0.816358 1.0095 0.738043 0.752491 0.59612 0.566858 0.385622 0.470249
threshold=0.0011261500185355546 0.0017376682371832433 0.0092791137285530585 0.0053125319536775359 0.0062037324532866487 0.0049928687512874612 0.02636832278221846 0.0019071503775194289 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 6 5 -5 -3 7 -2 -9
right_child=1 3 -4 4 -6 -7 -8 8 -10
leaf_value=9.7102528012935803e-05 -0.0030546843845273316 -0.0034821571535235867 0.0059848845689457345 -0.004540591542954291 0.006349361343294304 -0.011332970815832923 0.0067119099228482252 -0.0039061892517988175 0.0018702957941907966
leaf_weight=8699.0941067934036 243.83676779270172 86.119544744491577 91.385920166969299 52.508121609687805 40.432505011558533 58.449500799179077 33.514994025230408 69.946542739868164 184.71226322650909
leaf_count=4255 184 54 29 40 10 50 9 50 99
internal_value=0 -0.00098118 0.000159259 -0.00397451 0.000196928 -0.00665625 -0.000841436 -0.00134926 0.000283682
internal_weight=0 860.906 623.396 237.51 92.9406 144.569 532.011 498.496 254.659
internal_count=4780 525 371 154 50 104 342 333 149
is_linear=0
shrinkage=0.06


Tree=223
num_leaves=10
num_cat=0
split_feature=88 9 7 110 124 99 2 144 141
split_gain=0.242249 1.06459 1.55924 0.979224 0.691692 1.06764 0.842161 0.780529 1.16015
threshold=0.018276390619575981 0.00096484774257987748 0.0022975050378590827 0.00075379351619631063 0.0033348383149132137 0.034632634371519096 0.0053125319536775359 0.00039601318712811922 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 7 -6 -9
right_child=1 2 3 -5 5 -7 -8 8 -10
leaf_value=0.00024855237226599405 0.0016781637434134706 -0.010254035087907148 -0.0054161159571991602 0.003178695609889389 -0.0051272471701659349 -0.0068335539261312004 0.0040190422192747446 0.0019166940902036972 -0.0014020680104602353
leaf_weight=5715.3782323598862 1002.8953011035919 70.139400959014893 74.429644584655762 132.98741519451141 150.3175665140152 105.99237501621246 129.86616158485413 488.97447681427002 1689.0196927785873
leaf_count=2991 376 60 44 40 104 71 57 197 840
internal_value=0 0.000768024 -0.00252059 9.4529e-05 -0.000118777 -0.000937531 -0.000683304 -0.000945587 -0.000656983
internal_weight=0 1280.45 277.556 207.417 8279.55 2564.17 2458.18 2328.31 2177.99
internal_count=4780 520 144 84 4260 1269 1198 1141 1037
is_linear=0
shrinkage=0.06


Tree=224
num_leaves=10
num_cat=0
split_feature=103 70 75 7 13 4 122 72 110
split_gain=0.232188 0.901512 0.940431 1.08075 0.729237 0.671943 0.583388 0.671067 0.933377
threshold=0.00042089859198313212 0.0026012937305495147 0.0072436286136507997 0.002945306478068233 0.00017767510871635753 0.00017767510871635753 0.0060143163427710542 0.001792412775103003 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 7 8 -3
right_child=1 6 4 -5 -6 -7 -8 -9 -10
leaf_value=0.00015215248321202797 0.00078150687121189869 0.0071529084405727236 -0.0017161595366482396 0.0020532253199128359 -0.012252284324605962 -0.0036885651647574681 -0.005777439540590029 0.00013633917930001586 -0.00070226059854283521
leaf_weight=7558.667381644249 161.71817934513092 130.93872249126434 42.963343262672424 254.67064666748047 52.604550719261169 481.53929817676544 47.832161545753479 735.83606910705566 93.229913949966431
leaf_count=3663 99 53 22 90 45 348 36 359 65
internal_value=0 -0.000574652 -0.00185725 -0.00125501 -0.00751568 -0.00256477 0.000689692 0.00101192 0.00388601
internal_weight=0 2001.33 993.496 897.928 95.5679 643.257 1007.84 960.005 224.169
internal_count=4780 1117 604 537 67 447 513 477 118
is_linear=0
shrinkage=0.06


Tree=225
num_leaves=10
num_cat=0
split_feature=18 46 132 22 74 138 109 72 116
split_gain=0.235998 0.552001 0.480842 0.330107 0.795365 0.729965 1.00413 0.879172 1.11369
threshold=0.13848232477903369 0.0010918468469753864 0.00038414125447161501 0.00073092587990686308 0.00064626874518580746 0.0011261500185355546 0.00066645268816500913 0.030689206905663017 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -7 8 -8
right_child=1 2 -4 -5 -6 6 7 -9 -10
leaf_value=-0.00022850014047795967 0.0052573733038563612 -0.0057697156371823467 0.0024443524740164545 0.0005409366760835083 0.00091398805434525531 0.0031066977334281392 -0.0050106222339118744 -0.0086317280586747334 -0.00069349817085311884
leaf_weight=4017.7543709278107 98.20700204372406 44.132333278656006 61.281467080116272 2533.1252099275589 1590.2577974796295 128.60074245929718 311.05961406230927 78.129472851753235 697.4522567987442
leaf_count=2301 25 23 18 1090 667 51 212 57 336
internal_value=0 0.00202078 -0.000994533 -4.39778e-05 -0.000261127 -0.000618233 -0.00190674 -0.00250007 -0.00202505
internal_weight=0 203.621 105.414 9356.38 6823.25 5233 1215.24 1086.64 1008.51
internal_count=4780 66 41 4714 3624 2957 656 605 548
is_linear=0
shrinkage=0.06


Tree=226
num_leaves=10
num_cat=0
split_feature=74 85 144 125 60 92 16 30 97
split_gain=0.237413 0.746824 0.64461 0.836084 0.802455 0.695433 1.02835 0.555905 1.30703
threshold=0.0020932231564074759 0.0022272822679951791 0.0013146653072908523 0.00075379351619631063 0.00046126570669002836 0.00017767510871635753 0.00064626874518580746 0.0095705352723598498 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 4 -4 6 -5 -1 -9
right_child=1 2 3 5 -6 -7 -8 8 -10
leaf_value=-3.68544928221771e-05 -0.0059793166447151026 0.0049095388234527216 -0.0011098098462729766 0.00060148444252881459 -0.010332789504913589 0.00099153201980324243 -0.012553453146066075 0.0039609336053169179 -0.0017726165634316066
leaf_weight=8057.524990439415 94.398903965950012 76.285479068756104 78.912746429443359 52.218834280967712 59.618490815162659 491.11959862709045 36.238690495491028 386.29621362686157 227.38631916046143
leaf_count=4134 66 21 38 25 51 189 31 119 106
internal_value=0 -0.000933929 -0.000334378 -0.000891446 -0.00507902 0.000109475 -0.00478774 9.5727e-05 0.00183649
internal_weight=0 888.793 794.394 718.108 138.531 579.577 88.4575 8671.21 613.683
internal_count=4780 421 355 334 89 245 56 4359 225
is_linear=0
shrinkage=0.06


Tree=227
num_leaves=10
num_cat=0
split_feature=2 132 73 22 65 136 119 4 108
split_gain=0.243177 0.728555 0.874377 0.711372 0.69248 0.480761 0.437407 0.936835 0.640051
threshold=0.0011261500185355546 0.0017376682371832433 0.027182282879948619 0.00047558375808876013 0.0084566329605877417 0.0003614811430452392 0.00087947337306104611 0.0036604277556762104 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 4 -3 5 -2 -1 8 -8
right_child=1 3 -4 -5 -6 -7 7 -9 -10
leaf_value=-1.4941787908993507e-05 -0.0034195148271240388 -0.0014885422994528681 0.0078502563065745608 -0.0084753565278437894 0.0067013485175064563 0.00029136357343299049 0.0040425256828244991 -0.003543448798683554 -0.0016298195403624341
leaf_weight=8152.7426900863647 204.28396546840668 159.28377020359039 48.519006013870239 78.225901961326599 43.939475059509277 326.65404140949249 357.84289610385895 98.978434920310974 89.530085682868958
leaf_count=4004 160 92 12 62 13 186 134 65 52
internal_value=0 -0.000961928 0.000115438 -0.00378971 -0.000537372 -0.00113644 9.51972e-05 0.00173871 0.00290735
internal_weight=0 860.906 623.396 237.51 574.877 530.938 8699.09 546.351 447.373
internal_count=4780 525 371 154 359 346 4255 251 186
is_linear=0
shrinkage=0.06


Tree=228
num_leaves=10
num_cat=0
split_feature=128 138 98 44 51 79 82 39 24
split_gain=0.237226 0.543801 1.07222 0.620494 0.925206 0.837459 0.787466 0.72248 0.91396
threshold=0.00039601318712811922 0.0011261500185355546 0.019431582652032379 0.00090704852482303988 0.0030382014811038975 0.007706565549597145 0.0049928687512874612 0.02129978779703379 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 8 -5
right_child=1 2 -4 7 -6 -7 -8 -9 -10
leaf_value=-0.0004793855843012855 0.0011457609870228482 -0.00014045993843012214 -0.0055272065889328389 0.00071091439753425843 -0.0030279945717175136 -0.0044094557454470249 0.010006812698667666 -0.0031318768651940007 0.0033081023213195038
leaf_weight=2675.9602349996567 436.55094361305237 3186.3487043380737 138.82052457332611 1837.601535320282 357.14421093463898 90.795504808425903 39.359944105148315 133.37313163280487 664.04553258419037
leaf_count=1581 221 1398 104 854 217 58 14 60 273
internal_value=0 0.000186347 -0.000365348 0.000701813 -0.000636184 0.00087116 0.00187861 0.00117092 0.00140032
internal_weight=0 6884.04 3325.17 3558.87 923.851 566.706 475.911 2635.02 2501.65
internal_count=4780 3199 1502 1697 510 293 235 1187 1127
is_linear=0
shrinkage=0.06


Tree=229
num_leaves=10
num_cat=0
split_feature=47 45 17 39 28 36 68 117 89
split_gain=0.238976 0.78456 0.832494 1.11867 0.985826 0.801144 0.795082 0.728168 0.710277
threshold=0.0027679565828293566 0.0022975050378590827 0.0021592099219560628 0.0019071503775194289 0.0012357163941487672 0.00017767510871635753 0.0020292587578296666 0.0015833032084628942 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 7 -3 -9
right_child=1 6 5 4 -6 -7 -8 8 -10
leaf_value=0.00035214669171086731 -0.0024769931296383671 0.0028814783924527745 -0.0019083481463295997 0.0047761785986951914 -0.0021873358209020979 -0.0088520131095196856 0.00031883619066199647 -0.0027559857417612686 -0.011024147663459534
leaf_weight=4020.1870765686035 527.72032415866852 64.884866237640381 145.44874823093414 188.52036130428314 119.63453876972198 101.60570228099823 4138.1231169700623 208.28492176532745 45.59061062335968
leaf_count=1831 358 26 90 58 63 82 2104 129 39
internal_value=0 -0.000255549 -0.0017041 -0.000799681 0.00207274 -0.00476406 9.64171e-05 -0.00279101 -0.00424077
internal_weight=0 5539.81 1082.93 835.875 308.155 247.054 4456.88 318.76 253.876
internal_count=4780 2949 651 479 121 172 2298 194 168
is_linear=0
shrinkage=0.06


Tree=230
num_leaves=10
num_cat=0
split_feature=10 5 24 132 1 99 80 149 42
split_gain=0.218904 0.681209 0.808312 0.803326 0.743632 0.57863 0.561439 0.612784 0.367987
threshold=0.00017767510871635753 0.0014881226234138014 0.00060774214216507982 0.00017767510871635753 0.012252715881913902 0.00050559637020342063 0.00050559637020342063 0.00042089859198313212 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 -5 -1 -4 -8 -2
right_child=8 -3 3 4 -6 -7 7 -9 -10
leaf_value=-0.0043700520062546428 0.00095710270866950138 0.002212783117032074 -0.0080679991223031686 -0.012901606160192199 -0.0018619421878693326 0.0024159880546883918 0.0028092086300785723 -0.0055487336051439186 -9.0845209555826984e-05
leaf_weight=62.932602643966675 1439.3379749059677 171.75694394111633 42.083640575408936 59.618490815162659 34.780413150787354 160.85031735897064 89.1443692445755 48.904722452163696 7450.5907918214798
leaf_count=44 651 83 36 51 15 54 32 32 3782
internal_value=0 -0.00104577 -0.00216892 -0.00435068 -0.00883414 0.000507607 -0.00200111 -0.000151643 7.88245e-05
internal_weight=0 670.072 498.315 274.532 94.3989 223.783 180.133 138.049 8889.93
internal_count=4780 347 264 166 66 98 100 64 4433
is_linear=0
shrinkage=0.06


Tree=231
num_leaves=10
num_cat=0
split_feature=57 106 150 9 17 67 108 63 43
split_gain=0.217497 0.287137 0.878879 0.785301 0.945651 0.940555 0.757424 0.64223 1.1739
threshold=0.010180860292166473 0.0019071503775194289 0.0015349716995842757 0.00062670491752214741 0.00017767510871635753 0.0031340263085439806 0.00093549740267917525 0.0014881226234138014 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -3 -6 -9
right_child=-2 6 3 -5 7 -7 -8 8 -10
leaf_value=0.00017615694817104215 0.0026131208166100769 -0.0030683182419366153 -0.005021983762788681 -0.0034645811865837333 0.0044618211140065337 0.0054258124426701995 0.00037494513217992169 0.0025844039072695424 -0.0071620616219072869
leaf_weight=2528.5338382720947 113.30744314193726 239.94408130645752 191.32864618301392 548.87041425704956 158.70519554615021 37.021964073181152 5541.4998480081558 134.25283432006836 66.536001801490784
leaf_count=1150 33 161 144 322 62 12 2798 46 52
internal_value=0 -3.13428e-05 -0.000446796 -0.00183251 -0.00030864 -0.00332811 0.000232041 0.00160933 -0.000645312
internal_weight=0 9446.69 3665.25 1136.72 587.845 228.351 5781.44 359.494 200.789
internal_count=4780 4747 1788 638 316 156 2959 160 98
is_linear=0
shrinkage=0.06


Tree=232
num_leaves=10
num_cat=0
split_feature=76 101 81 1 97 61 4 35 36
split_gain=0.241475 0.993485 0.971786 0.710543 0.661763 1.0033 1.09781 0.81666 0.592056
threshold=0.000490355829242617 0.0060143163427710542 0.004017772153019906 0.00046126570669002836 0.02636832278221846 0.0034400182776153092 0.00747153488919139 0.0014427106943912806 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -3 5 6 -4 -7 -2
right_child=1 3 4 -5 -6 7 -8 -9 -10
leaf_value=0.00016589793943542808 0.00029064487987320967 -0.0044731171199382498 -0.0080580630713291187 0.0026373515054271927 0.0042853822437817742 0.0023816166531089593 0.004003916076165656 -0.0032383384708903414 -0.0079174069731436144
leaf_weight=7338.7889888286591 945.27814018726349 57.184081673622131 206.7183746099472 438.99719345569611 43.939475059509277 128.69717156887054 31.273443102836609 336.3916779756546 32.731720447540283
leaf_count=3529 548 44 167 169 13 56 12 214 28
internal_value=0 -0.00054812 -0.00122867 0.00181788 -0.00285813 -0.00330457 -0.00647305 -0.00168321 1.59404e-05
internal_weight=0 2221.21 1725.03 496.181 747.02 703.081 237.992 465.089 978.01
internal_count=4780 1251 1038 213 462 449 179 270 576
is_linear=0
shrinkage=0.06


Tree=233
num_leaves=10
num_cat=0
split_feature=75 75 146 29 127 30 71 82 16
split_gain=0.232143 0.623962 0.841716 0.62413 1.07944 0.786419 0.76166 0.646929 0.504856
threshold=0.017188700847327713 0.032603342086076743 0.011519505176693203 0.00057154725072905432 0.0005893622583243997 0.014740333426743748 0.0013560238294303419 0.00096484774257987748 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 -2 3 5 7 -3 -7 -5 -1
right_child=1 2 -4 4 -6 6 -8 -9 -10
leaf_value=-2.1493277851367273e-05 0.0020581364335259065 0.0050629803328739549 -0.0084145290787091247 -0.011533182816424127 0.0026955169094271488 -0.0080283081537687196 0.003878974861544576 -0.0018304799205448976 -0.0026893115563165369
leaf_weight=8240.9718345403671 621.57617557048798 131.72199606895447 47.832161545753479 50.266570687294006 77.550898194313049 41.987211465835571 35.852974057197571 48.711864233016968 263.52858054637909
leaf_count=4227 217 34 36 43 27 31 11 22 132
internal_value=0 0.000839257 -0.000906732 2.33947e-05 -0.00260501 0.00223749 -0.00254385 -0.00675803 -0.000104161
internal_weight=0 1055.5 433.924 386.092 176.529 209.562 77.8402 98.9784 8504.5
internal_count=4780 421 204 168 92 76 42 65 4359
is_linear=0
shrinkage=0.06


Tree=234
num_leaves=10
num_cat=0
split_feature=118 63 114 138 107 93 50 124 21
split_gain=0.229446 0.631074 0.88151 1.14886 1.18225 0.869393 0.838429 0.826738 0.985681
threshold=0.00096484774257987748 0.00052132029668428015 0.0025217677466571335 0.0045489775948226461 0.0027679565828293566 0.0028552538715302949 0.00047558375808876013 0.0033348383149132137 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 7 6 5 -5 -4 -3 -9
right_child=-2 2 3 4 -6 -7 -8 8 -10
leaf_value=0.0013792482981794304 -0.00033814109006617357 -0.00034622894253948219 -0.0037140000302187341 -0.0021297743931198067 -0.0081147030210907498 0.004358969684329448 0.0026342195691709158 -0.0063565791157153924 -8.8758274950299446e-05
leaf_weight=1352.3150460720062 4114.766998052597 2270.8028450012207 81.250726461410522 229.72429919242859 80.563881993293762 109.89690220355988 957.78683602809906 193.47376799583435 169.41896390914917
leaf_count=729 1966 1259 40 108 64 35 362 136 81
internal_value=0 0.000255521 -0.000115762 0.0010672 -0.0015802 -3.01031e-05 0.0021378 -0.000771193 -0.0034304
internal_weight=0 5445.23 4092.92 1459.22 420.185 339.621 1039.04 2633.7 362.893
internal_count=4780 2814 2085 609 207 143 402 1476 217
is_linear=0
shrinkage=0.06


Tree=235
num_leaves=10
num_cat=0
split_feature=92 41 141 54 134 99 146 65 35
split_gain=0.218966 0.563549 0.552162 0.710088 0.929521 0.750046 0.607778 0.535496 1.61042
threshold=0.00244467705488205 0.00043393640953581786 0.0011980500421486797 0.00087947337306104611 0.00077738583786413084 0.0068083447404205808 0.0046923852059990176 0.021960759535431865 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 -4 -5 -2 -9
right_child=7 2 3 4 -6 -7 -8 8 -10
leaf_value=9.2182642603669549e-06 -0.00018053563312240317 0.0044630220179374437 -0.010422623776563543 -0.00015957940345864556 -0.0033263783451821963 0.00090619309442989719 0.0050751268973020973 -0.010724291670707917 0.0015109230901346785
leaf_weight=4348.9270362854004 4315.4475643634796 203.42794418334961 38.576670527458191 124.02121150493622 101.02712762355804 46.27745509147644 224.18047714233398 67.801420927047729 90.313359260559082
leaf_count=2304 2118 56 33 52 52 15 59 58 33
internal_value=0 0.000269296 0.00180291 0.000789699 0.00174054 -0.00424415 0.00321065 -0.000306189 -0.00373568
internal_weight=0 5086.44 737.511 534.083 449.229 84.8541 348.202 4473.56 158.115
internal_count=4780 2571 267 211 163 48 111 2209 91
is_linear=0
shrinkage=0.06


Tree=236
num_leaves=10
num_cat=0
split_feature=146 20 46 115 112 36 60 21 0
split_gain=0.228752 0.687558 0.888929 1.29445 0.8662 0.823304 0.731959 1.29264 1.22762
threshold=0.0072436286136507997 0.018276390619575981 0.0010918468469753864 0.0054799309000372895 0.0028552538715302949 0.0060143163427710542 0.018276390619575981 0.0020292587578296666 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 -2 7 -4 -8
right_child=1 -3 4 -5 -6 -7 8 -9 -10
leaf_value=-0.00022030289135375658 0.0023445927313295893 0.0044057289308841244 0.00066653076509645985 -0.0033159675366261064 -0.0040204997894909686 0.0087733722062910014 0.006846119160729326 -0.0025250318967026757 -0.0013761754969931722
leaf_weight=6114.810782790184 519.36821722984314 147.01529538631439 1417.7175799608231 132.58985805511475 208.67063820362091 83.202990055084229 139.71206796169281 674.06061577796936 122.85222148895264
leaf_count=3195 223 52 603 79 149 22 31 375 51
internal_value=0 0.000391012 0.000212057 0.00205127 -0.000315493 0.00323228 1.28898e-05 -0.000361928 0.00299896
internal_weight=0 3445.19 3298.17 735.161 2563.01 602.571 2354.34 2091.78 262.564
internal_count=4780 1585 1533 324 1209 245 1060 978 82
is_linear=0
shrinkage=0.06


Tree=237
num_leaves=10
num_cat=0
split_feature=55 111 85 16 23 48 89 7 11
split_gain=0.223683 0.427276 0.309248 0.283371 0.388477 0.630959 0.739813 1.34343 0.796432
threshold=0.0063990866765379914 0.00039601318712811922 0.0092791137285530585 0.005485186818987132 0.0049928687512874612 0.005232634488493205 0.0035485138650983576 0.011519505176693203 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1 8 -8
right_child=1 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.00015176391887778898 0.0053037035405256597 -0.0020592712922440528 0.00014825104342298766 0.0030482529312791436 0.00018329038943949355 -0.0075819262419038885 -0.0018669110168309997 0.0014339975600304233 -0.0086765619686663478
leaf_weight=2476.5806099176407 110.87303400039673 74.333215475082397 67.319275379180908 105.22094213962555 6271.4909670352936 46.566742420196533 111.54803776741028 157.3433473110199 138.72409546375275
leaf_count=1258 26 39 33 31 3152 30 61 51 99
internal_value=0 0.00176198 0.00335603 -4.78052e-05 -8.32063e-05 -0.000653478 -0.000541615 -0.00291026 -0.00564145
internal_weight=0 252.526 178.192 9307.47 9202.25 2930.76 2884.2 407.615 250.272
internal_count=4780 98 59 4682 4651 1499 1469 211 160
is_linear=0
shrinkage=0.06


Tree=238
num_leaves=10
num_cat=0
split_feature=88 115 30 62 82 69 7 99 95
split_gain=0.225031 0.761735 0.974305 0.986812 0.852205 0.810121 0.802718 0.446445 0.663128
threshold=0.018276390619575981 0.00085274505545385193 0.0014881226234138014 0.00040826165059115743 0.00085274505545385193 0.0026012937305495147 0.0022975050378590827 0.004017772153019906 0.020658296532928947
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 -2 6 -4 -5 -6 -3 -1 -9
right_child=1 2 3 4 5 -7 -8 8 -10
leaf_value=-0.00043219149068634102 0.0073339343537984249 -0.0077506141314761601 0.0019037679123517694 -0.010924908338824526 -0.0062713997988365945 0.0032284692628098319 0.00054216132514083276 0.00077112515668029678 -0.0025724946848975829
leaf_weight=5447.053581237793 60.11247706413269 88.650382995605469 880.82635319232941 38.576670527458191 56.01509165763855 76.381908178329468 79.888878226280212 2599.8540699481964 232.64085388183594
leaf_count=2968 17 66 306 33 43 26 29 1152 140
internal_value=0 0.000740227 0.000415428 0.00109407 -0.00307733 -0.000790776 -0.00381978 -0.000114478 0.000496504
internal_weight=0 1280.45 1220.34 1051.8 170.974 132.397 168.539 8279.55 2832.49
internal_count=4780 520 503 408 102 69 95 4260 1292
is_linear=0
shrinkage=0.06


Tree=239
num_leaves=10
num_cat=0
split_feature=47 15 52 99 28 64 45 116 28
split_gain=0.228861 0.528762 0.67396 0.824151 0.527756 0.419764 0.642509 1.1163 0.773942
threshold=0.00017767510871635753 0.0011261500185355546 0.0053125319536775359 0.00017767510871635753 0.013032016810029747 0.0016846025246195497 0.000490355829242617 0.0026833302108570938 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 -2 -9
right_child=5 -3 4 -5 -6 -7 -8 8 -10
leaf_value=-0.0055471655666742845 0.0028908022443294426 -0.0076295962092394736 -0.010101446119828467 0.0012851429354239267 0.0004322320949258139 -0.0031497258474736667 -3.4816574456737895e-05 -0.0057673887380297788 0.0026702794419860296
leaf_weight=75.791492819786072 636.47191774845123 42.083640575408936 44.421620607376099 393.79229927062988 27.862902164459229 143.01433908939362 8029.2882125377655 104.82338500022888 62.450457096099854
leaf_count=55 274 36 38 150 14 83 4041 70 19
internal_value=0 -0.00115097 -0.00064781 0.000182399 -0.00604112 7.48781e-05 0.000127087 0.00174448 -0.00261725
internal_weight=0 583.952 541.868 469.584 72.2845 8976.05 8833.03 803.746 167.274
internal_count=4780 293 257 205 52 4487 4404 363 89
is_linear=0
shrinkage=0.06


Tree=240
num_leaves=10
num_cat=0
split_feature=31 69 78 125 27 52 96 4 3
split_gain=0.22089 0.579225 0.426521 0.317515 0.290894 0.539037 0.761587 0.894379 1.07621
threshold=0.079227816313505187 0.0012745757703669371 0.016668972559273246 0.00062670491752214741 0.00017767510871635753 0.0011615398107096555 0.0012357163941487672 0.0012745757703669371 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 -7 -8 -9
right_child=1 -3 -4 -5 -6 6 7 8 -10
leaf_value=-0.00037979456439573542 -0.0015417020396918928 0.0028779718616020042 0.0027704314610177477 -0.010027932120119355 -0.00019420824964329068 3.650471384837054e-05 0.0067188722923347405 -0.0048457440616185427 0.0080900036813828929
leaf_weight=681.55670142173767 34.876842260360718 270.55436134338379 35.852974057197571 29.128321290016174 7901.3861552476883 315.4462867975235 189.97863864898682 65.367011785507202 35.852974057197571
leaf_count=406 20 79 11 20 3907 201 74 51 11
internal_value=0 0.00143653 -0.00246889 -0.00540373 -5.79035e-05 0.000778143 0.00207907 0.00429171 -0.000263793
internal_weight=0 370.412 99.8581 64.0052 9189.59 1288.2 606.645 291.199 101.22
internal_count=4780 130 51 40 4650 743 337 136 62
is_linear=0
shrinkage=0.06


Tree=241
num_leaves=10
num_cat=0
split_feature=71 54 140 22 45 53 3 105 137
split_gain=0.215238 0.316644 0.293382 0.218241 0.689522 0.855982 0.824115 0.826602 0.826669
threshold=0.27827766537666326 0.0005893622583243997 0.00899649551138282 0.00073092587990686308 0.0014427106943912806 0.0048403022810816774 0.0013986918493174019 0.0022272822679951791 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 -6 -5 -8 -9
right_child=1 -3 -4 4 5 -7 7 8 -10
leaf_value=-0.00013838702473077108 -0.0022712666518043597 -0.0042713987927604658 0.006126538428304718 0.0038774939183369842 -0.0016849161593033074 0.00094850635686718186 0.0021184479337719056 -0.00021051783598629594 -0.011495972095236721
leaf_weight=6864.771161198616 36.238690495491028 99.364151358604431 25.524922132492065 402.66207385063171 728.03885543346405 1140.3539774417877 166.59883832931519 56.70193612575531 39.745660543441772
leaf_count=3571 31 85 12 133 372 469 54 19 34
internal_value=0 -0.00217438 0.00119928 3.7276e-05 0.00051314 -7.76343e-05 0.00217122 -0.000440686 -0.00486121
internal_weight=0 161.128 61.7636 9398.87 2534.1 1868.39 665.709 263.046 96.4476
internal_count=4780 128 43 4652 1081 841 240 107 53
is_linear=0
shrinkage=0.06


Tree=242
num_leaves=10
num_cat=0
split_feature=29 63 109 59 1 145 94 138 137
split_gain=0.217667 0.571677 0.991635 0.978753 0.714378 0.604151 0.673754 0.518815 0.516654
threshold=0.018276390619575981 0.0095705352723598498 0.016668972559273246 0.0044099434744566688 0.0053125319536775359 0.00055427959887310873 0.0054799309000372895 0.00064626874518580746 0.0013560238294303419
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 8 7 -6 -7 -5 -2
right_child=1 2 -4 4 5 6 -8 -9 -10
leaf_value=0.00011829404912508229 0.0014129772450022714 -0.0020169271775369174 0.0069571883299289526 -0.0056243456084204774 0.0063120798444743368 -0.0048421529351548847 0.0027481673453861777 -0.0014118041781488071 -0.0041432340495509892
leaf_weight=8165.9027082920074 481.06899333000183 88.264666557312012 89.047940135002136 283.58242833614349 45.108465075492859 95.471464872360229 75.30934727191925 167.3702712059021 68.873981833457947
leaf_count=3971 264 46 27 218 14 62 30 94 54
internal_value=0 -0.000692905 0.00248995 -0.00115672 -0.00270207 0.000136197 -0.00149504 -0.00406087 0.000717126
internal_weight=0 1394.1 177.313 1216.78 666.842 215.889 170.781 450.953 549.943
internal_count=4780 809 73 736 418 106 92 312 318
is_linear=0
shrinkage=0.06


Tree=243
num_leaves=10
num_cat=0
split_feature=10 72 143 78 15 124 25 50 49
split_gain=0.229401 0.923241 0.55064 0.622613 0.547668 0.914867 0.7024 0.626272 0.532096
threshold=0.00050559637020342063 0.019431582652032379 0.002945306478068233 0.012252715881913902 0.00087947337306104611 0.00040826165059115743 0.0095705352723598498 0.00066645268816500913 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 5 7 -7 -2 -1
right_child=4 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00082745847707379322 0.0093922694007712824 -0.0078186319502317053 -0.0098736896788302279 0.00093055830915450641 -4.7456835073709388e-05 -0.0016419589329375968 0.0025539222277533697 0.0021025651001231383 0.0028358152169790534
leaf_weight=649.31896722316742 79.792449116706848 48.904722452163696 53.677111625671387 72.971367239952087 7806.8671407699585 279.9908698797226 294.91029345989227 90.602646589279175 182.96469855308533
leaf_count=344 24 32 41 28 3954 151 90 48 68
internal_value=0 -0.000856176 -0.00481025 -0.00258019 0.000100897 0.00165488 0.000510426 0.00551618 -2.21444e-05
internal_weight=0 1007.84 175.553 121.876 8552.16 745.296 574.901 170.395 832.284
internal_count=4780 513 101 60 4267 313 241 72 412
is_linear=0
shrinkage=0.06


Tree=244
num_leaves=10
num_cat=0
split_feature=102 85 138 51 95 42 92 149 149
split_gain=0.207009 0.880208 0.88379 0.853083 0.752313 0.744663 1.01546 0.703399 1.09633
threshold=0.00052132029668428015 0.0034400182776153092 0.0022975050378590827 0.0011261500185355546 0.0049928687512874612 0.00093549740267917525 0.0014427106943912806 0.0084566329605877417 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 7 -6 -7 8 -1
right_child=-2 3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00051694900130663693 0.0001512626871146684 -0.0036535046967231966 -0.006874325353983848 0.0043189686158754863 0.0049484875030145975 0.0030114099762443953 -0.0053954543935957021 0.00068096977729877745 -0.0045595335545136461
leaf_weight=579.75814092159271 7390.7185357809067 61.667183518409729 87.481392979621887 223.20434534549713 151.69125545024872 121.77966058254242 89.915802121162415 439.85321474075317 413.93073546886444
leaf_count=314 3539 38 65 68 56 55 72 273 300
internal_value=0 -0.00051535 -0.000985269 0.00259314 -0.000698567 0.00173984 -0.000559332 -0.00131668 -0.00220093
internal_weight=0 2169.28 1884.41 284.872 1796.93 363.387 211.695 1433.54 993.689
internal_count=4780 1241 1135 106 1070 183 127 887 614
is_linear=0
shrinkage=0.06


Tree=245
num_leaves=10
num_cat=0
split_feature=77 32 145 25 15 43 19 124 84
split_gain=0.232582 0.793543 0.566802 1.89502 0.973452 1.05959 0.747787 0.761655 0.645075
threshold=0.010500331409275534 0.013860232196748258 0.0053125319536775359 0.011519505176693203 0.0027679565828293566 0.00039601318712811922 0.00017767510871635753 0.016668972559273246 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 7 -5 -4
right_child=2 -3 8 4 5 -7 -8 -9 -10
leaf_value=0.00019975704227538044 -0.0053045330626669933 -0.0060213246898327142 0.0026610099930069963 -0.0088130652533271858 -0.0085961440816975012 5.7078372157105139e-05 0.0020388345755653157 0.0011966279935083392 -0.0015882776080464386
leaf_weight=7730.0995161533356 320.12224686145782 74.526073694229126 327.93130123615265 50.170141577720642 86.40883207321167 124.11764061450958 574.81657493114471 60.208906173706055 211.59903359413147
leaf_count=3908 205 49 133 38 69 57 177 22 122
internal_value=0 0.000140352 -0.000624024 -0.00134223 7.38538e-05 -0.00349456 0.00117025 -0.00335304 0.000994477
internal_weight=0 7804.63 1755.37 1215.84 895.722 210.526 685.196 110.379 539.53
internal_count=4780 3957 823 568 363 126 237 60 255
is_linear=0
shrinkage=0.06


Tree=246
num_leaves=10
num_cat=0
split_feature=118 107 92 46 23 148 143 29 10
split_gain=0.206146 0.616559 0.91787 0.773293 0.721688 0.770693 0.605549 0.759382 0.739015
threshold=0.00096484774257987748 0.029773407615721229 0.088838413357734694 0.096724390983581557 0.036783467978239066 0.00899649551138282 0.035692447796463973 0.0036604277556762104 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 -6 7 8 -1
right_child=1 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-0.0014030861530592526 -2.6807810558897223e-05 0.0044226157545601405 -0.0073968404709302939 0.00092904229692870215 -0.0064652319871229174 0.00044319475782538626 0.002661579201567938 -0.00062603784638362548 0.0013254467392174371
leaf_weight=434.69510912895203 3601.5566996335983 96.351167559623718 120.21311342716217 60.305335283279419 133.16843271255493 103.17224943637848 348.58740508556366 2653.4719780683517 2008.4787765741348
leaf_count=244 1645 48 93 27 109 44 131 1488 951
internal_value=0 -0.000320513 -0.000434241 -0.00461543 -0.000237575 -0.00344942 0.0002422 7.67256e-05 0.00083998
internal_weight=0 4114.77 4018.42 180.518 3837.9 236.341 5445.23 5096.65 2443.17
internal_count=4780 1966 1918 120 1798 153 2814 2683 1195
is_linear=0
shrinkage=0.06


Tree=247
num_leaves=10
num_cat=0
split_feature=52 123 131 131 30 102 124 132 138
split_gain=0.235486 0.782799 0.710784 0.822174 0.629373 0.858701 1.09982 0.875822 1.01445
threshold=0.0060143163427710542 0.00017767510871635753 0.028884131461381916 0.0079489401541650313 0.0095705352723598498 0.00052132029668428015 0.000490355829242617 0.0015349716995842757 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 -2 8 -7
right_child=1 2 -4 -5 -6 7 -8 -9 -10
leaf_value=-0.00019061097680674467 0.00071199204222894012 -0.00079750487138047904 0.0032755726249138707 -0.0064573272214988918 0.0070957568391715091 0.00045291469530028562 -0.0055150208057333245 -0.0057005698797050613 0.0040258371842069604
leaf_weight=6781.4954234361649 354.61337268352509 784.83722066879272 130.64943516254425 104.72695589065552 63.523018002510071 574.79289352893829 143.40005552768707 52.411692500114441 569.55019950866699
leaf_count=3426 205 396 38 65 15 295 103 35 202
internal_value=0 0.000465224 -0.000856895 -0.00146383 0.00123236 0.00101259 -0.00108104 0.00188382 0.00223119
internal_weight=0 2778.5 1020.21 889.564 1758.29 1694.77 498.013 1196.75 1144.34
internal_count=4780 1354 499 461 855 840 308 532 497
is_linear=0
shrinkage=0.06


Tree=248
num_leaves=10
num_cat=0
split_feature=45 61 102 32 118 35 87 113 78
split_gain=0.212089 0.636898 0.98697 0.831776 0.698101 0.651433 0.686908 0.613406 1.01208
threshold=0.010180860292166473 0.012636432424187662 0.00073092587990686308 0.0036604277556762104 0.0032328735105693345 0.0014427106943912806 0.0022975050378590827 0.0044099434744566688 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -6 -7 -4 -9
right_child=1 -3 3 -5 5 6 -8 8 -10
leaf_value=0.0001373399316328257 -0.0041336028228081351 -0.0035521004377330879 0.0010149633798491968 -0.0064759647413569661 0.0074825674724642638 -0.0038063402638113205 0.0052970045876678468 0.002117748559702602 -0.0046952910621757913
leaf_weight=7733.5455791950226 197.17359626293182 227.47090756893158 793.80342435836792 60.594622611999512 97.038012027740479 58.160213470458984 61.281467080116272 128.01032710075378 202.92211723327637
leaf_count=3729 149 170 384 42 24 35 18 80 149
internal_value=0 -0.000581523 -0.000158929 0.000400134 0.000710789 0.00383096 0.000864277 0.000110245 -0.00205989
internal_weight=0 1826.45 1598.98 1401.81 1341.22 216.48 119.442 1124.74 330.932
internal_count=4780 1051 881 732 690 77 53 613 229
is_linear=0
shrinkage=0.06


Tree=249
num_leaves=10
num_cat=0
split_feature=128 34 91 93 25 92 25 101 102
split_gain=0.193548 0.790877 0.924179 0.777176 0.768505 0.993228 1.22015 0.720887 0.701193
threshold=0.0070226341485977182 0.00899649551138282 0.0011261500185355546 0.0033348383149132137 0.0060143163427710542 0.0092791137285530585 0.0017376682371832433 0.0014881226234138014 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 8 -7 -5 -2
right_child=1 2 -4 7 -6 6 -8 -9 -10
leaf_value=0.00012648654596558501 -0.0088404000352925224 -0.0092731011902001149 -0.0011602300375497898 0.0058853384192900518 0.00033228021338904771 0.0056785257264839861 -0.006724848571109201 -0.00093054587418195237 -0.0025008959809286763
leaf_weight=7839.2131447792053 102.77469229698181 75.9843510389328 151.00441098213196 137.66337525844574 870.29360234737396 84.37198007106781 43.156201481819153 94.013187527656555 161.52532112598419
leaf_count=3962 83 65 80 44 356 23 32 46 89
internal_value=0 -0.000576222 -0.00387601 -7.48057e-05 -0.000661154 -0.00286768 0.00148116 0.00311949 -0.00496605
internal_weight=0 1720.79 226.989 1493.8 1262.12 391.828 127.528 231.677 264.3
internal_count=4780 818 145 673 583 227 55 90 172
is_linear=0
shrinkage=0.06


Tree=250
num_leaves=10
num_cat=0
split_feature=58 96 5 61 149 73 71 102 149
split_gain=0.205437 0.772352 0.709137 0.896601 0.839027 0.463187 0.460582 0.293451 0.285815
threshold=0.029773407615721229 0.0037758676335215573 0.000490355829242617 0.0072436286136507997 0.010180860292166473 0.00087947337306104611 0.15819545835256579 0.00082683752407319855 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 7 6 -6 -4 -1
right_child=1 -3 4 -5 5 -7 -8 -9 -10
leaf_value=0.00037651487273565576 -0.0041373668592213841 -0.0034725667285348994 0.0032873749695063806 0.0072583302510820132 -0.00036021389260808973 -0.004697663841442103 0.0064747973980816744 0.0088945632443471253 -0.00032707544263354274
leaf_weight=3268.6719917058945 106.28166234493256 108.61964237689972 51.049844264984131 32.44243311882019 83.974422931671143 40.914650559425354 61.474325299263 98.303431153297424 5708.2678631544113
leaf_count=1434 86 88 24 13 62 35 28 30 2980
internal_value=0 0.00109136 0.00213624 -0.00147233 0.00362737 0.000942147 0.00252862 0.00697799 -7.0885e-05
internal_weight=0 583.06 474.441 138.724 335.717 186.363 145.449 149.353 8976.94
internal_count=4780 366 278 99 179 125 90 54 4414
is_linear=0
shrinkage=0.06


Tree=251
num_leaves=10
num_cat=0
split_feature=52 4 54 51 61 80 82 88 139
split_gain=0.202714 0.478241 1.30439 1.0496 0.821636 0.710163 0.653628 0.542999 0.824153
threshold=0.0060143163427710542 0.00077738583786413084 0.024810968898236755 0.0015833032084628942 0.0030382014811038975 0.0032328735105693345 0.00047558375808876013 0.0028552538715302949 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -3 -9
right_child=1 7 -4 4 -6 6 -8 8 -10
leaf_value=-0.00017685059093979505 -0.0040830160092987511 0.0012623536138829427 0.0048062273018600991 -0.0088408632751909369 0.00035758296373097177 0.0052297805127346289 -0.0025269367641006838 -0.0028949419527459171 0.0031044932742088169
leaf_weight=6781.4954234361649 106.08880412578583 1826.1044933795929 106.58279037475586 123.81651258468628 48.711864233016968 100.54498207569122 64.005163550376892 287.00480997562408 115.64542317390442
leaf_count=3426 76 854 42 101 22 27 40 157 35
internal_value=0 0.000431639 -0.00115332 -0.0025866 -0.00624376 -0.000255215 0.00221265 0.000822588 -0.00117184
internal_weight=0 2778.5 549.75 443.167 172.528 270.639 164.55 2228.75 402.65
internal_count=4780 1354 308 266 123 143 67 1046 192
is_linear=0
shrinkage=0.06


Tree=252
num_leaves=10
num_cat=0
split_feature=77 15 25 145 35 148 47 133 4
split_gain=0.201256 0.568389 0.935668 1.22652 0.666698 0.610942 0.551322 0.509101 0.722083
threshold=0.010500331409275534 0.007706565549597145 0.0095705352723598498 0.0035485138650983576 0.0042751494329422721 0.011519505176693203 0.00747153488919139 0.029773407615721229 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 -5 8 -4
right_child=1 4 7 6 -6 -7 -8 -9 -10
leaf_value=0.00013055854258201354 -0.0063869147030764352 -0.0035145641344732875 -0.0026008667332458892 -0.001255357179584804 -0.0082395660668716422 0.0048013860084018195 0.0058053652584727049 0.0054890355411002009 0.0012509333558830607
leaf_weight=7804.6255898475647 176.03534686565399 115.15143692493439 224.26506555080414 198.74014341831207 70.139400959014893 43.939475059509277 49.784425139427185 76.285479068756104 801.03390407562256
leaf_count=3957 126 69 123 111 60 13 18 21 282
internal_value=0 -0.00058048 -0.000162046 -0.00255511 -0.00336629 -0.00121777 0.000159046 0.00076026 0.000408424
internal_weight=0 1755.37 1526.14 424.56 229.23 159.091 248.525 1101.58 1025.3
internal_count=4780 823 681 255 142 82 129 426 405
is_linear=0
shrinkage=0.06


Tree=253
num_leaves=10
num_cat=0
split_feature=45 32 135 102 145 125 4 17 104
split_gain=0.193291 0.690325 0.963255 0.832998 0.668161 0.642125 0.840052 0.67108 0.583718
threshold=0.010180860292166473 0.0023699469165876512 0.0032328735105693345 0.00073092587990686308 0.00080172589514404546 0.015200819820165636 0.00096484774257987748 0.0016331639490090313 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 8 -2 -5 6 7 -6 -3
right_child=1 2 -4 4 5 -7 -8 -9 -10
leaf_value=0.00013111221576452711 -0.0039723527310493462 -0.008547274721935819 0.0028217565959703767 0.0050906829655607234 -0.001148877203028824 0.0051531057491765028 0.0010696664629575631 -0.0068201912339955831 -0.0012035456820615751
leaf_weight=7733.5455791950226 178.56618511676788 109.7886323928833 61.474325299263 100.54498207569122 456.21907496452332 82.130429148674011 687.41349220275879 89.915802121162415 60.401764392852783
leaf_count=3729 138 89 28 27 287 26 352 72 32
internal_value=0 -0.000555153 -0.00361567 -0.000110571 0.000376346 1.60733e-05 -0.000325954 -0.0020826 -0.00594093
internal_weight=0 1826.45 231.665 1594.79 1416.22 1315.68 1233.55 546.135 170.19
internal_count=4780 1051 149 902 764 737 711 359 121
is_linear=0
shrinkage=0.06


Tree=254
num_leaves=10
num_cat=0
split_feature=59 86 83 2 23 93 79 51 1
split_gain=0.210148 0.722224 0.739825 0.656409 0.786912 0.853934 0.787176 0.817148 0.612294
threshold=0.0022975050378590827 0.00037263428384903824 0.045367386192083366 0.00087947337306104611 0.0044099434744566688 0.0033348383149132137 0.007706565549597145 0.0049928687512874612 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 6 7 -6 -3
right_child=-2 3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00064886879095349132 -0.00022953809004881516 -0.0031073894283015643 0.0027181892536128857 -0.0026844051830083393 0.0097278468914103085 -0.0015584231094782678 0.0010881487249355664 0.0018708681680838272 0.0014618305013984838
leaf_weight=2157.9657067060471 5739.0100944042206 123.23793792724609 263.62500965595245 126.93776619434357 157.15048909187317 80.274594664573669 106.58279037475586 68.391836285591125 736.82404160499573
leaf_count=1310 2726 71 137 84 41 49 42 29 291
internal_value=0 0.000344759 -0.000282316 0.00142988 0.00184031 0.00399507 0.00533734 0.00734535 0.000807109
internal_weight=0 3820.99 2421.59 1399.4 1272.46 412.4 332.125 225.542 860.062
internal_count=4780 2054 1447 607 523 161 112 70 362
is_linear=0
shrinkage=0.06


Tree=255
num_leaves=10
num_cat=0
split_feature=37 30 80 148 108 45 105 80 49
split_gain=0.20453 1.02414 0.679353 0.758805 0.919165 0.952204 0.737747 0.945955 0.748161
threshold=0.0032328735105693345 0.014740333426743748 0.0012357163941487672 0.014740333426743748 0.028884131461381916 0.0010263677686452868 0.0092791137285530585 0.0041444667149335155 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -4 -8 -9
right_child=1 -3 6 -5 -6 -7 7 8 -10
leaf_value=0.00013604877079206358 -0.0015514094867559662 -0.0094571857846201413 0.0010556404815681472 0.00081383740166864624 0.0035440015635513971 -0.008502308350000376 -0.0089820587795084866 -0.0036435173677748295 0.0050428691309479584
leaf_weight=7707.6958476305008 134.92783808708191 45.494181513786316 1061.8269474506378 196.99257874488831 50.953415155410767 149.63072204589844 63.029031753540039 90.506217479705811 58.943487048149109
leaf_count=3879 81 34 451 80 19 128 49 43 16
internal_value=0 -0.000566118 -0.000342247 -0.00214202 -0.00387752 -0.00520643 0.000409839 -0.00281744 -0.000217576
internal_weight=0 1852.3 1806.81 532.505 335.512 284.559 1274.31 212.479 149.45
internal_count=4780 901 867 308 228 209 559 108 59
is_linear=0
shrinkage=0.06


Tree=256
num_leaves=10
num_cat=0
split_feature=55 110 50 118 51 45 68 45 19
split_gain=0.197366 0.484563 0.784586 0.256657 0.602476 0.564174 0.817048 1.28812 0.996949
threshold=0.0063990866765379914 0.00017767510871635753 0.0033348383149132137 0.00064626874518580746 0.020658296532928947 0.010180860292166473 0.0027679565828293566 0.004017772153019906 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 -1 -8
right_child=1 2 -4 -5 -6 -7 8 -9 -10
leaf_value=0.00050091068758007786 0.0035248310354929094 -0.0081858821142378763 0.0033761506940374517 -0.00036029057152025732 -0.0025533848391610949 -0.0007741956817231188 0.00015760873274682982 -0.004557162128943552 0.0030738815555728604
leaf_weight=1437.5667288303375 167.6713992357254 39.745660543441772 45.108465075492859 4649.1273865699768 257.09321510791779 1056.139333486557 778.30542612075806 207.40521907806396 921.83743286132812
leaf_count=738 50 34 14 2251 156 633 415 143 346
internal_value=0 0.00165509 -0.0020395 -4.49051e-05 0.000269856 0.000434772 0.000816474 -0.000136833 0.00173885
internal_weight=0 252.526 84.8541 9307.47 4658.35 4401.25 3345.11 1644.97 1700.14
internal_count=4780 98 48 4682 2431 2275 1642 881 761
is_linear=0
shrinkage=0.06


Tree=257
num_leaves=10
num_cat=0
split_feature=69 69 39 68 121 137 124 144 38
split_gain=0.205766 0.773332 0.959192 0.716608 0.797467 0.812428 0.830273 0.977353 0.803098
threshold=0.0017376682371832433 0.00085274505545385193 0.02129978779703379 0.0027679565828293566 0.076978169381618514 0.0020292587578296666 0.00073092587990686308 0.0038949446752667431 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2 -8 -7
right_child=3 2 -4 -5 -6 8 7 -9 -10
leaf_value=-0.00012616861915372988 -0.00028786469842116035 0.001950017597590011 -0.0056672721183068974 0.00022148733445120474 0.0061267648564338108 -0.0046047311458364288 -0.0068212050334538451 -0.0017016692411833726 0.0044580109889047863
leaf_weight=5021.5293747186661 306.68478202819824 1156.9126958847046 62.739744424819946 2260.6185849905014 45.204894185066223 49.977283358573914 262.25132071971893 275.02562248706818 119.0559641122818
leaf_count=2663 164 493 34 1029 19 28 185 132 33
internal_value=0 0.000202987 0.00155818 -0.000381725 -0.00167036 -0.00201831 -0.00277875 -0.00420058 0.00177847
internal_weight=0 6241.18 1219.65 3318.82 1058.2 1012.99 843.962 537.277 169.033
internal_count=4780 3190 527 1590 561 542 481 317 61
is_linear=0
shrinkage=0.06


Tree=258
num_leaves=10
num_cat=0
split_feature=100 141 101 103 20 29 100 1 134
split_gain=0.198353 0.720028 0.532758 0.272984 0.984853 0.950951 0.807324 0.91566 0.501767
threshold=0.060991313308477409 0.0023699469165876512 0.0016846025246195497 0.00042089859198313212 0.00080172589514404546 0.0068083447404205808 0.00085274505545385193 0.0037758676335215573 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 8 7 -6 -5
right_child=1 -3 -4 4 6 -7 -8 -9 -10
leaf_value=0.00012832454652136243 0.00079300234585075505 -0.0044604524480828401 0.0085799945779875767 -0.00022023549186397581 0.00020049771822088565 -0.0054578087873769516 0.00090178510812690185 -0.010468825366560817 -0.0063627937140303308
leaf_weight=7441.1779646873474 69.753684520721436 45.59061062335968 57.870926141738892 442.8780392408371 68.48826539516449 244.12605512142181 1086.2674679756165 50.170141577720642 53.677111625671387
leaf_count=3592 40 39 20 251 34 199 526 38 41
internal_value=0 0.0020119 0.00432399 -3.71258e-05 -0.000669908 -0.00239167 0.00038848 -0.00431062 -0.00088424
internal_weight=0 173.215 127.625 9386.79 1945.61 740.681 1204.93 118.658 496.555
internal_count=4780 99 60 4681 1089 491 598 72 292
is_linear=0
shrinkage=0.06


Tree=259
num_leaves=10
num_cat=0
split_feature=59 33 51 81 55 39 14 1 31
split_gain=0.196956 0.56268 0.819451 0.716827 0.695786 0.564537 0.532911 0.660064 0.772421
threshold=0.0022975050378590827 0.0098710241727530974 0.00080172589514404546 0.020658296532928947 0.00066645268816500913 0.0027679565828293566 0.007706565549597145 0.0044099434744566688 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -4 -2 8 -8
right_child=6 2 5 4 -6 -7 7 -9 -10
leaf_value=0.0002761325633372538 -6.4227366644736849e-05 0.0056495832688295763 -0.0025023479296717231 -0.0055866329582451336 0.0041940153780572554 0.0031216476966348218 -0.0032427193022636549 -0.0063326378776926411 0.0031505204722641106
leaf_weight=3226.0351613759995 5340.2643884420395 168.05711567401886 130.7340235710144 137.4586763381958 32.346004009246826 126.35919153690338 181.49458050727844 108.42678415775299 108.82434129714966
leaf_count=1727 2498 70 102 93 8 54 111 78 39
internal_value=0 0.000333762 0.00239153 7.61349e-05 -0.00372352 0.000261799 -0.000222216 -0.00233811 -0.000846251
internal_weight=0 3820.99 425.15 3395.84 169.805 257.093 5739.01 398.746 290.319
internal_count=4780 2054 226 1828 101 156 2726 228 150
is_linear=0
shrinkage=0.06


Tree=260
num_leaves=10
num_cat=0
split_feature=44 92 109 12 78 20 19 147 75
split_gain=0.198603 0.659878 0.469382 0.448918 0.448747 0.355655 0.27647 0.521513 0.621308
threshold=0.04673989117145539 0.00055427959887310873 0.0092791137285530585 0.00040826165059115743 0.0031340263085439806 0.0014881226234138014 0.086341444402933135 0.0033348383149132137 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 -3 -1 8 -8
right_child=1 4 3 -5 -6 -7 7 -9 -10
leaf_value=9.5760151300857501e-06 0.0056426802310953501 -0.0059585866916037136 0.0020146717701539302 -0.0054955213379143299 -0.0072576950525443914 0.00107583751631205 -0.0058885834765133177 0.005994607107402467 0.00395231153843643
leaf_weight=9014.3356946706772 59.039916157722473 39.745660543441772 74.236786365509033 46.663171529769897 79.298462867736816 74.140357255935669 43.156201481819153 79.696020007133484 49.687996029853821
leaf_count=4505 21 34 34 35 58 29 32 19 13
internal_value=0 -0.00135698 0.00125746 -0.000884001 -0.00379217 -0.00137914 5.51135e-05 0.00243421 -0.000621972
internal_weight=0 373.124 179.94 120.9 193.184 113.886 9186.88 172.54 92.8442
internal_count=4780 211 90 69 121 63 4569 64 45
is_linear=0
shrinkage=0.06


Tree=261
num_leaves=10
num_cat=0
split_feature=51 81 72 88 47 114 147 115 61
split_gain=0.207797 0.642179 0.733319 0.965685 0.78204 0.635554 0.645445 0.557192 0.510967
threshold=0.010829726699739696 0.016668972559273246 0.00244467705488205 0.0062037324532866487 0.0032328735105693345 0.0011261500185355546 0.00747153488919139 0.00055427959887310873 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 8 -4 -7 -3 -5
right_child=1 7 3 4 -6 6 -8 -9 -10
leaf_value=-0.00011757990223764573 -0.0010223429376036612 0.0014867586117418591 0.0008793686989859151 -0.0019632101976495078 -0.0061253920721675639 0.0064993203874204953 0.0014810377940934695 -0.0064994586385881906 0.0049710962255803777
leaf_weight=8124.566819190979 412.77358615398407 52.122405171394348 256.41821134090424 83.588706493377686 79.202033758163452 257.79190027713776 143.70118355751038 79.298462867736816 70.53695809841156
leaf_count=4093 240 20 121 42 53 73 59 58 21
internal_value=0 0.000665503 0.00106839 0.0020367 -0.00127974 0.00321287 0.00470319 -0.00333207 0.00121034
internal_weight=0 1435.43 1304.01 891.239 233.328 657.911 401.493 131.421 154.126
internal_count=4780 687 609 369 116 253 132 78 63
is_linear=0
shrinkage=0.06


Tree=262
num_leaves=10
num_cat=0
split_feature=135 33 59 37 140 134 126 5 4
split_gain=0.185227 0.476131 0.719934 1.13435 0.884286 0.801455 0.696912 0.57686 0.522101
threshold=0.00057154725072905432 0.0098710241727530974 0.0026833302108570938 0.00017767510871635753 0.021960759535431865 0.00017767510871635753 0.00075379351619631063 0.00038414125447161501 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 6 -4 -3 -7 -5
right_child=1 2 3 8 -6 7 -8 -9 -10
leaf_value=0.0002316722329384273 -0.00072810926897511996 0.0031813251907507421 -0.0061972796710986497 -0.0022296466659764156 0.0095074333388636811 0.0048840347930596559 -0.0032098298592186376 -0.0044538917496439638 0.0019987869457057834
leaf_weight=5402.7030048370361 2882.4248443841934 247.16272032260895 162.29675400257111 133.5659898519516 60.11247706413269 53.29139518737793 81.732872009277344 43.059772372245789 493.65043687820435
leaf_count=2576 1556 118 129 70 17 21 65 27 201
internal_value=0 -0.000301075 0.00066443 -0.000280413 0.00281606 -0.00362386 0.00159308 0.000710873 0.00109834
internal_weight=0 4157.3 1274.87 885.864 389.008 258.648 328.896 96.3512 627.216
internal_count=4780 2204 648 448 200 177 183 48 271
is_linear=0
shrinkage=0.06


Tree=263
num_leaves=10
num_cat=0
split_feature=127 127 130 147 69 39 73 5 98
split_gain=0.186637 0.592874 0.96553 1.06479 0.772887 0.713447 1.36831 1.16631 0.84359
threshold=0.00039601318712811922 0.00077738583786413084 0.0014427106943912806 0.0015833032084628942 0.00046126570669002836 0.00747153488919139 0.0023699469165876512 0.0019672545604407792 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 8 -7 -8 -6
right_child=1 4 -4 -5 5 6 7 -9 -10
leaf_value=0.00022878090286625134 0.00024579831233859979 -0.0011384962059664745 0.0063330018826350714 -0.0042986429944835668 0.0028320941359891616 0.0012074265524570731 -0.0084381841437498762 0.0016731217579622085 2.1332762400752337e-05
leaf_weight=5479.3623596429825 331.04071414470673 1229.2581256628036 49.687996029853821 422.51122272014618 759.62526726722717 320.91736114025116 129.17931711673737 60.208906173706055 778.20899701118469
leaf_count=2676 175 727 13 268 281 127 81 22 410
internal_value=0 -0.0003072 -0.00176807 -0.00230224 5.08355e-05 0.000764652 -0.00117933 -0.00522367 0.00140973
internal_weight=0 4080.64 803.24 753.552 3277.4 2048.14 510.306 189.388 1537.83
internal_count=4780 2104 456 443 1648 921 230 103 691
is_linear=0
shrinkage=0.06


Tree=264
num_leaves=10
num_cat=0
split_feature=146 141 136 12 93 15 15 51 56
split_gain=0.185415 0.552135 0.668558 0.783868 0.588123 0.982264 0.71343 0.671546 0.648725
threshold=0.0072436286136507997 0.0011980500421486797 0.00057154725072905432 0.00040826165059115743 0.00040826165059115743 0.00017767510871635753 0.028020657598972324 0.0015833032084628942 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -3 -7 8 -6
right_child=-2 4 3 -5 7 6 -8 -9 -10
leaf_value=6.3540544762952106e-05 0.00035203003263294325 -0.0051174535877047617 -0.0039019293237467856 0.003816171045189682 -0.00094214367700131102 0.0011519145672606102 -0.0034190723656169326 -0.0023150004814089771 0.0027485753984750317
leaf_weight=2012.3596223592758 3445.1894841194153 113.00631511211395 54.942530751228333 343.81501591205597 879.41714215278625 1245.27379155159 136.38611543178558 1116.6375269889832 212.97272253036499
leaf_count=1033 1585 77 47 122 531 544 97 670 74
internal_value=0 -0.00019834 0.000508288 0.00275274 -0.000658357 0.000260814 0.000700704 -0.00128028 -0.0002226
internal_weight=0 6114.81 2411.12 398.758 3703.69 1494.67 1381.66 2209.03 1092.39
internal_count=4780 3195 1202 169 1993 718 641 1275 605
is_linear=0
shrinkage=0.06


Tree=265
num_leaves=10
num_cat=0
split_feature=51 24 93 8 11 107 25 36 102
split_gain=0.188217 1.01263 0.713074 0.754071 0.815682 0.72185 0.837243 0.791391 0.792798
threshold=0.010829726699739696 0.00047558375808876013 0.0033348383149132137 0.012252715881913902 0.00747153488919139 0.0058306583669036635 0.0010585968848317864 0.0048403022810816774 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 6 -3 8 -8
right_child=1 2 3 -5 -6 -7 7 -9 -10
leaf_value=-0.00011190334381202117 0.0053916137354881573 -0.0041891985650555699 -0.0017803037837466023 0.0078063521669049151 0.0045992081503721388 -0.0049668976013303463 -0.0027001867848075022 -0.005579169949017017 0.0026628099593634992
leaf_weight=8124.566819190979 144.77374446392059 147.88315737247467 166.49056851863861 72.778509020805359 127.33532333374023 128.20318531990051 126.64847886562347 62.932602643966675 458.38787817955017
leaf_count=4093 55 97 108 18 45 90 69 44 161
internal_value=0 0.000633374 9.96406e-05 0.00233869 0.000984385 -0.000788665 -0.000115597 0.000814103 0.00150183
internal_weight=0 1435.43 1290.66 366.604 293.826 924.055 795.852 647.969 585.036
internal_count=4780 687 632 171 153 461 371 274 230
is_linear=0
shrinkage=0.06


Tree=266
num_leaves=10
num_cat=0
split_feature=69 52 65 35 27 1 59 131 0
split_gain=0.199364 0.691557 0.922465 0.980305 0.861408 0.705564 0.736855 1.03003 0.68889
threshold=0.0017376682371832433 0.0020292587578296666 0.0019071503775194289 0.0019672545604407792 0.0020292587578296666 0.00039601318712811922 0.0012357163941487672 0.015200819820165636 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -3 7 -7 -4
right_child=1 5 8 4 -6 6 -8 -9 -10
leaf_value=0.00019980416211757179 0.0011621185743397968 -0.0028518953250569212 0.00081201272082680068 -0.0070620217702414756 -0.00075213455700808018 -0.00049429997407036388 0.00021223798737533535 0.011368961948886921 -0.0091987226687690639
leaf_weight=6241.1818150281906 351.50395977497101 259.43119513988495 33.514994025230408 135.40998363494873 183.35041499137878 53.484253406524658 2155.6023417711258 51.92954695224762 94.591762185096741
leaf_count=3190 163 158 9 106 88 31 949 10 76
internal_value=0 -0.00037574 -0.00191464 -0.001023 -0.00343259 0.000111717 0.000451765 0.00534985 -0.00657974
internal_weight=0 3318.82 798.371 670.264 318.76 2520.45 2261.02 105.414 128.107
internal_count=4780 1590 442 357 194 1148 990 41 85
is_linear=0
shrinkage=0.06


Tree=267
num_leaves=10
num_cat=0
split_feature=58 15 108 119 99 87 92 83 21
split_gain=0.192843 0.441415 0.877496 0.614501 0.621422 0.580599 0.479922 0.370587 0.424307
threshold=0.029773407615721229 0.0014881226234138014 0.0019672545604407792 0.0011615398107096555 0.0068083447404205808 0.0030382014811038975 0.0020932231564074759 0.076978169381618514 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 -3 -7 -1 -9
right_child=1 3 -4 -5 -6 6 -8 8 -10
leaf_value=7.1346482343327744e-06 -0.0016705467679226243 -0.0013686611535628542 0.0077080417369893434 0.0061201797902481325 -0.0064454961218918761 0.0075461944868338987 -0.0012325814683390849 -0.0036372437900110627 0.00081259490179669421
leaf_weight=8642.6932986974716 60.691051721572876 227.37447845935822 87.975379228591919 53.387824296951294 58.449500799179077 59.039916157722473 36.142261385917664 213.4430273771286 120.80352878570557
leaf_count=4192 47 165 31 26 50 21 26 158 64
internal_value=0 0.00105738 0.00387936 9.15916e-05 -0.000753154 0.000278338 0.00421275 -6.86779e-05 -0.00202898
internal_weight=0 583.06 148.666 434.394 381.006 322.557 95.1822 8976.94 334.247
internal_count=4780 366 78 288 262 212 47 4414 222
is_linear=0
shrinkage=0.06


Tree=268
num_leaves=10
num_cat=0
split_feature=94 75 85 67 42 50 67 100 104
split_gain=0.209604 0.629293 0.896162 0.654026 0.761144 0.897687 0.709061 0.698031 0.899704
threshold=0.0048403022810816774 0.0062037324532866487 0.0053125319536775359 0.00060774214216507982 0.00047558375808876013 0.0033348383149132137 0.0023699469165876512 0.0028552538715302949 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 6 -6 -5 -2 -9
right_child=1 2 -4 4 5 -7 -8 8 -10
leaf_value=-0.00018346881843427833 0.0018644017987070197 0.0025783366950710355 -0.0017565788715360276 0.0038055999017048907 -0.0071209569825101925 -0.0013999997187799016 -0.0043630222226712723 -0.0039851692879161512 0.0015778231641502055
leaf_weight=6701.8958325386047 691.3180193901062 789.44043302536011 219.39624726772308 142.33933532238007 129.56503355503082 415.01513707637787 52.315263390541077 212.08117914199829 206.63378620147705
leaf_count=3412 316 277 109 48 101 237 30 147 103
internal_value=0 0.000430211 0.0016356 -0.00022737 -0.00161006 -0.00276111 0.00161021 0.000693445 -0.00123986
internal_weight=0 2858.1 1008.84 1849.27 739.235 544.58 194.655 1110.03 418.715
internal_count=4780 1368 386 982 416 338 78 566 250
is_linear=0
shrinkage=0.06


Tree=269
num_leaves=10
num_cat=0
split_feature=36 100 77 70 145 35 36 106 44
split_gain=0.176117 0.468864 0.221871 0.609322 0.749527 0.840931 1.09819 0.952149 0.807194
threshold=0.047455845400691039 0.00057154725072905432 0.010500331409275534 0.034632634371519096 0.0053125319536775359 0.011169348377734424 0.00747153488919139 0.0022272822679951791 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 8 -4
right_child=1 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=9.5667241547017364e-05 0.0040633385841430721 -0.0018329093294706443 -0.0040362428321563601 0.0058648196337010216 0.00099501154739208269 -0.0048648410477287549 0.0035555415223444183 -0.0057356728797708081 0.0012150487960278867
leaf_weight=7737.4991726875305 123.5390659570694 79.985307335853577 159.28377020359039 49.687996029853821 514.00541269779205 246.76516318321228 161.92287826538086 175.93891775608063 311.37258279323578
leaf_count=3934 27 34 92 13 243 157 50 121 109
internal_value=0 0.00174611 -3.79817e-05 -0.000676724 -0.000883847 -0.001799 -0.000863283 -0.00196986 -0.000562141
internal_weight=0 203.524 9356.48 1618.98 1569.29 1055.28 808.518 646.595 470.656
internal_count=4780 61 4719 785 772 529 372 322 201
is_linear=0
shrinkage=0.06


Tree=270
num_leaves=10
num_cat=0
split_feature=106 5 127 147 28 32 52 18 95
split_gain=0.18655 0.605626 0.687283 0.668007 0.688524 0.922621 0.902679 0.785793 0.848415
threshold=0.0019071503775194289 0.00017767510871635753 0.0036604277556762104 0.00043393640953581786 0.0010918468469753864 0.0012357163941487672 0.00047558375808876013 0.0005893622583243997 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -6 -7 -9
right_child=1 2 -4 4 6 7 -8 8 -10
leaf_value=-0.00033027414559792052 -0.0012470291530987038 -0.00091850763332642315 0.00096834302658378507 0.0010283896756058983 0.0062858351875278422 0.0070632792553344701 -0.00072993719820440498 -0.0023471105420162959 0.0048059878508456338
leaf_weight=3744.9449144601822 433.41784930229187 2236.6974356174469 1008.2344242334366 891.13072371482849 72.778509020805359 208.29676246643066 711.09442055225372 96.254738450050354 157.15048909187317
leaf_count=1807 297 1279 474 423 18 70 328 43 41
internal_value=0 0.000212699 -0.000332243 0.000900721 0.00133638 0.00215624 -7.85594e-05 0.0043331 0.00208892
internal_weight=0 5815.06 3244.93 2570.12 2136.71 1352.83 783.873 461.702 253.405
internal_count=4780 2973 1753 1220 923 577 346 154 84
is_linear=0
shrinkage=0.06


Tree=271
num_leaves=10
num_cat=0
split_feature=94 83 138 42 93 129 45 47 68
split_gain=0.184772 0.540049 1.00363 0.93212 0.73865 1.10605 1.09007 0.764736 0.99061
threshold=0.0048403022810816774 0.0046923852059990176 0.022641776129603389 0.0011261500185355546 0.00096484774257987748 0.0021592099219560628 0.00017767510871635753 0.0056525857653468856 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -3 8 -8
right_child=1 4 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.00017225838289663581 0.00099826874760183641 0.0091147998131690163 -0.0098517098937451024 -0.0032017446071653825 -0.00027874711905662191 0.0039984730953719905 0.00038089432817081133 0.0017764496473017552 -0.0072790202442346236
leaf_weight=6701.8958325386047 586.49463438987732 43.939475059509277 42.083640575408936 281.54557633399963 911.08814239501953 524.8392915725708 134.54212164878845 222.7103590965271 110.86119329929352
leaf_count=3412 246 13 36 172 504 149 61 102 85
internal_value=0 0.000403924 -0.000802697 -0.00036399 0.000967675 0.00206287 7.89346e-05 -0.000769217 -0.00307948
internal_weight=0 2858.1 910.124 868.04 1947.98 1036.89 512.053 468.114 245.403
internal_count=4780 1368 454 418 914 410 261 248 146
is_linear=0
shrinkage=0.06


Tree=272
num_leaves=10
num_cat=0
split_feature=88 9 110 62 124 2 67 18 96
split_gain=0.207332 0.688875 0.96504 0.5942 0.53564 0.678032 0.562573 0.727442 0.808487
threshold=0.018276390619575981 0.00096484774257987748 0.00075379351619631063 0.00085274505545385193 0.0033348383149132137 0.0053125319536775359 0.013860232196748258 0.0037758676335215573 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 6 -6 7 -1 -9
right_child=1 2 3 -5 5 -7 -8 8 -10
leaf_value=-0.00017545581309146949 0.0014426509894195604 -0.0060231743256641745 -0.0022062867852133926 0.0051706775616470789 -0.0010568022489432167 0.0033739029636752895 0.005722562363310966 -0.00015929690273816822 0.0031799883719584939
leaf_weight=4603.6585899591446 1002.8953011035919 118.85126519203186 86.999247431755066 71.705948114395142 2433.1351211071014 131.03515160083771 65.957427144050598 501.83336699008942 543.92884826660156
leaf_count=2576 376 82 40 22 1211 58 22 208 185
internal_value=0 0.000710522 -0.00193488 0.00112676 -0.000109884 -0.000830383 0.000213364 0.000149043 0.00157755
internal_weight=0 1280.45 277.556 158.705 8279.55 2564.17 5715.38 5649.42 1045.76
internal_count=4780 520 144 62 4260 1269 2991 2969 393
is_linear=0
shrinkage=0.06


Tree=273
num_leaves=10
num_cat=0
split_feature=71 142 63 123 19 82 143 38 0
split_gain=0.177176 0.255568 0.190544 0.535212 0.377208 0.525914 0.72683 0.476239 0.45171
threshold=0.27827766537666326 0.00899649551138282 0.00017767510871635753 0.00747153488919139 0.00077738583786413084 0.001792412775103003 0.001792412775103003 0.00085274505545385193 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 8 -7 -1 -6
right_child=1 -3 -4 -5 5 6 -8 -9 -10
leaf_value=0.00048633063536877765 -0.0031476940971545708 0.0028871570490668613 -8.6264359737449776e-05 -0.0049954779957910572 -0.00044864618425062433 0.0026822898311199819 -0.0052791786012439234 -0.0040334824384575399 0.0035119005906769931
leaf_weight=633.62811076641083 129.75789177417755 31.369872212409973 7848.2030298709869 58.353071689605713 133.5659898519516 84.661267399787903 80.563881993293762 96.736883997917175 463.16026735305786
leaf_count=365 111 17 3832 45 70 38 64 68 170
internal_value=0 -0.00197277 3.38198e-05 0.000641587 0.000862009 0.00179595 -0.00119973 -0.000112319 0.00262541
internal_weight=0 161.128 9398.87 1550.67 1492.32 761.951 165.225 730.365 596.726
internal_count=4780 128 4652 820 775 342 102 433 240
is_linear=0
shrinkage=0.06


Tree=274
num_leaves=10
num_cat=0
split_feature=95 28 80 110 93 60 69 146 115
split_gain=0.185659 0.715944 0.89077 0.74066 0.700954 0.734524 0.699114 0.635738 0.51012
threshold=0.011169348377734424 0.0012357163941487672 0.0012357163941487672 0.0012745757703669371 0.00017767510871635753 0.018276390619575981 0.004017772153019906 0.0036604277556762104 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 -4 6 -6 -5 -3
right_child=1 3 4 7 5 -7 -8 -9 -10
leaf_value=9.0503546174808814e-05 -0.0031491503791552019 -0.0090339812544850458 0.0051715107979222906 0.0052633526668198222 -0.0029888358734279584 0.0071213674660154129 0.0034061275802283026 -0.0026698677391856235 -0.0023356198963156885
leaf_weight=8557.4297752380371 186.45982789993286 87.674251198768616 147.99142718315125 52.025976061820984 193.18448066711426 47.350015997886658 90.313359260559082 120.80352878570557 76.767624616622925
leaf_count=4242 130 75 43 15 121 11 33 64 46
internal_value=0 -0.000772492 0.000369109 -0.00302441 0.00173912 0.000203776 -0.000951605 -0.000281771 -0.00590694
internal_weight=0 1002.57 665.299 337.271 478.839 330.848 283.498 172.83 164.442
internal_count=4780 538 338 200 208 165 154 79 121
is_linear=0
shrinkage=0.06


Tree=275
num_leaves=10
num_cat=0
split_feature=58 96 82 112 108 108 43 25 49
split_gain=0.17739 0.575917 0.649179 0.508286 0.540362 0.480368 0.444438 0.286945 0.812107
threshold=0.029773407615721229 0.0037758676335215573 0.00055427959887310873 0.00062670491752214741 0.0019672545604407792 0.0087224207818508166 0.0068083447404205808 0.0010585968848317864 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 -4 6 -6 8 -1
right_child=1 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-0.00033252353036429311 -0.0048906260879720258 -0.0029269110617323019 -0.00010966749296790954 -0.0010693130542939163 0.0092836192405274676 0.0010871351407027289 0.0027532484706516689 0.00017758561600164706 -0.005188637547119678
leaf_weight=2922.3515224456787 45.59061062335968 108.61964237689972 91.964494824409485 101.50927317142487 109.80047309398651 68.584694504737854 56.991223454475403 5925.1197279691696 129.46860444545746
leaf_count=1659 39 88 59 77 30 39 34 2659 96
internal_value=0 0.00101413 0.0019164 0.00264005 0.00379034 0.00531412 0.00705225 -6.58688e-05 -0.000538536
internal_weight=0 583.06 474.441 428.85 327.341 235.376 166.792 8976.94 3051.82
internal_count=4780 366 278 239 162 103 64 4414 1755
is_linear=0
shrinkage=0.06


Tree=276
num_leaves=10
num_cat=0
split_feature=101 32 108 87 34 33 99 100 19
split_gain=0.171278 0.850732 0.419827 0.248585 0.550791 0.234955 0.763592 0.753551 0.675952
threshold=0.14610802382230761 0.00068727668258361529 0.0044099434744566688 0.052634395658969886 0.011519505176693203 0.00077738583786413084 0.057509137317538268 0.00044738779251929378 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 7 -7 -1 -8
right_child=1 -3 -4 4 -6 6 8 -9 -10
leaf_value=0.00038516818391263959 -0.0032365765605951134 -0.0084896991987952492 0.0045577927932466521 -0.0079636759224007928 0.00067414234412014999 0.00038148814641832173 0.00018090736511894 -0.0015492418907596549 -0.0078093661141814368
leaf_weight=1867.6095592975616 44.325191497802734 49.097580671310425 56.70193612575531 44.421620607376099 66.150285363197327 6094.2020417451859 74.333215475082397 1184.9329341650009 78.225901961326599
leaf_count=860 33 42 19 38 32 2961 39 694 62
internal_value=0 -0.00201066 0.00113805 3.2078e-05 -0.00279605 6.57054e-05 0.00027653 -0.000365729 -0.00391617
internal_weight=0 150.125 101.027 9409.88 110.572 9299.3 6246.76 3052.54 152.559
internal_count=4780 94 52 4686 70 4616 3062 1554 101
is_linear=0
shrinkage=0.06


Tree=277
num_leaves=10
num_cat=0
split_feature=31 69 75 109 61 11 114 33 29
split_gain=0.167615 0.481104 0.391063 0.330745 0.355698 0.219178 0.653244 0.479238 0.369375
threshold=0.079227816313505187 0.0012745757703669371 0.011169348377734424 0.01884530205279589 0.0011615398107096555 0.039062514901161201 0.00017767510871635753 0.0015349716995842757 0.013439828064292671
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 -1 -7 -8 -9
right_child=1 3 -4 -5 -6 6 7 8 -10
leaf_value=1.6247559098229165e-05 -0.0055579304334951781 0.0034408495535688272 0.0020299980810504327 0.0060264352020751293 -0.0017202237276711014 0.0023226416808715179 -0.0068619566290715204 8.088567673986179e-05 -0.0049272291349763747
leaf_weight=8737.056680560112 57.087652564048767 115.54899406433105 42.770485043525696 72.682079911231995 82.32328736782074 126.45562064647675 77.936614632606506 171.37122750282288 76.767624616622925
leaf_count=4435 39 30 12 13 36 59 47 63 46
internal_value=0 0.00125136 -0.00230793 0.00256505 0.00129362 -5.04398e-05 -0.00133798 -0.00275761 -0.00146849
internal_weight=0 370.412 99.8581 270.554 197.872 9189.59 452.531 326.075 248.139
internal_count=4780 130 51 79 66 4650 215 156 109
is_linear=0
shrinkage=0.06


Tree=278
num_leaves=10
num_cat=0
split_feature=88 138 146 115 94 147 48 30 30
split_gain=0.177738 0.579706 0.667319 0.517953 0.701272 0.591255 0.777531 0.61125 0.526623
threshold=0.018276390619575981 0.070576477795839324 0.0015349716995842757 0.00085274505545385193 0.0098710241727530974 0.011169348377734424 0.00050559637020342063 0.007706565549597145 0.011880517937242987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 -5 -7
right_child=1 2 -4 4 -6 8 -8 -9 -10
leaf_value=-0.00010173968273655803 0.0064821963288069087 0.0011376630088604657 -0.0094984634475005717 -0.0059711041006137904 -0.0048657248139303147 0.0030217410403546858 0.004836750448211042 0.0034661518427103635 1.1114110686383828e-05
leaf_weight=8279.5485050678253 58.943487048149109 42.86691415309906 42.083640575408936 117.68227517604828 75.695063710212708 509.93170869350433 47.350015997886658 31.273443102836609 354.6252133846283
leaf_count=4260 16 17 36 81 50 151 11 12 146
internal_value=0 0.00065786 -0.00413137 0.000998176 0.000713767 0.00111188 -0.00186074 -0.00398974 0.00178684
internal_weight=0 1280.45 84.9506 1195.5 1136.56 1060.86 196.306 148.956 864.557
internal_count=4780 520 53 467 451 401 104 93 297
is_linear=0
shrinkage=0.06


Tree=279
num_leaves=10
num_cat=0
split_feature=59 106 54 72 52 101 149 42 129
split_gain=0.174237 0.474599 0.843341 0.760208 0.749606 0.65864 0.646567 0.573604 0.559251
threshold=0.0022975050378590827 0.000490355829242617 0.00073092587990686308 0.00244467705488205 0.0079489401541650313 0.000490355829242617 0.00085274505545385193 0.00060774214216507982 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 5 -2 7 -7 -3 -5
right_child=1 2 -4 8 -6 6 -8 -9 -10
leaf_value=0.00031392270999136562 -0.0034867268709785288 -0.005328955197169887 -0.0003501552615752171 -0.0039076636011328991 0.0006738517024858252 0.0078625621779222152 0.0015249097989832668 0.0037022554765655633 0.0012363276306619816
leaf_weight=3820.9901725053787 373.0279256105423 44.325191497802734 4291.3927602767944 96.640454888343811 267.81882417201996 157.24691820144653 91.771636605262756 59.039916157722473 357.74646699428558
leaf_count=2054 206 33 2063 63 116 46 49 21 129
internal_value=0 -0.000209007 -1.55584e-05 0.00176424 -0.00174796 0.00385569 0.00552693 -0.000170523 0.000142287
internal_weight=0 5739.01 5098.16 806.771 640.847 352.384 249.019 103.365 454.387
internal_count=4780 2726 2404 341 322 149 95 54 192
is_linear=0
shrinkage=0.06


Tree=280
num_leaves=10
num_cat=0
split_feature=51 62 81 114 96 129 60 104 75
split_gain=0.168298 0.504839 0.751937 0.468654 0.46672 0.880929 0.740059 0.577668 0.613549
threshold=0.010829726699739696 0.0013146653072908523 0.016668972559273246 0.00096484774257987748 0.00043393640953581786 0.0013146653072908523 0.010829726699739696 0.0025217677466571335 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 -2 7 8 -6
right_child=1 3 -4 -5 6 -7 -8 -9 -10
leaf_value=-0.00010581640236991955 0.007115269055444161 0.00028931724328000875 -0.0049978462369700922 0.0057647213450417135 -0.0037555095957887779 -0.0024262291062878273 -0.0049865505064134218 -0.0011003270668881126 0.0028101960058047053
leaf_weight=8124.566819190979 96.061880230903625 105.79951679706573 95.471464872360229 120.22495412826538 58.353071689605713 54.65324342250824 94.206045746803284 390.46634674072266 420.19692409038544
leaf_count=4093 33 61 62 34 45 32 56 216 148
internal_value=0 0.000598922 0.000112484 0.00320175 0.000550472 0.00365527 6.46645e-05 0.000612243 0.00200959
internal_weight=0 1435.43 1209.41 226.024 1113.94 150.715 963.222 869.016 478.55
internal_count=4780 687 592 95 530 65 465 409 193
is_linear=0
shrinkage=0.06


Tree=281
num_leaves=10
num_cat=0
split_feature=69 69 63 116 42 117 3 61 123
split_gain=0.176349 0.611873 0.826844 0.642812 0.688052 0.645051 0.555855 0.782086 0.919339
threshold=0.0017376682371832433 0.00085274505545385193 0.0034400182776153092 0.0014427106943912806 0.0031340263085439806 0.016668972559273246 0.0013986918493174019 0.0042751494329422721 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -4 8 -8
right_child=-2 2 6 5 -6 -7 7 -9 -10
leaf_value=-0.00010486756658210911 -0.00035338667852380194 -0.0053207994554224734 -0.0025158769183320938 0.0042755465012756936 0.0026075537467377865 -0.00083984814618061072 -0.0084160633497018106 0.0056664149272143381 0.0042717964095597217
leaf_weight=5021.5293747186661 3318.8184518814087 69.8501136302948 254.46594774723053 523.17631530761719 90.409788370132446 106.87207770347595 43.156201481819153 92.458481073379517 39.263514995574951
leaf_count=2663 1590 45 139 182 38 57 32 25 9
internal_value=0 0.000187917 0.00139337 0.00254483 -0.00084806 0.00340785 -0.000726169 0.00187804 -0.00237176
internal_weight=0 6241.18 1219.65 790.308 160.26 630.048 429.344 174.878 82.4197
internal_count=4780 3190 527 322 83 239 205 66 41
is_linear=0
shrinkage=0.06


Tree=282
num_leaves=10
num_cat=0
split_feature=18 70 10 94 89 39 105 58 19
split_gain=0.169218 0.460869 0.750416 0.253956 0.459449 0.628174 0.864378 0.880794 0.65932
threshold=0.13848232477903369 0.00082683752407319855 0.0045489775948226461 0.0048403022810816774 0.0035485138650983576 0.00077738583786413084 0.0060143163427710542 0.0011615398107096555 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 -7 -8 -9
right_child=1 2 -4 4 -6 6 7 8 -10
leaf_value=-0.00024393734847364372 0.0058942642672671795 -0.004940779890939947 0.0038969875345037925 -0.0014313215834897094 -0.0020291059589126691 0.0018990088802124318 0.0040429456512405823 -9.3990378792845966e-05 -0.0043316516035359137
leaf_weight=6509.9649302959442 64.692008018493652 64.981295347213745 73.94749903678894 427.38004100322723 248.52456855773926 1484.7475680112839 117.88697409629822 358.5178998708725 209.35748267173767
leaf_count=3356 16 31 19 282 129 621 32 169 125
internal_value=0 0.00171115 -0.00023671 -3.72394e-05 0.000435494 0.000671268 0.00108527 -0.000676547 -0.00165628
internal_weight=0 203.621 138.929 9356.38 2846.41 2597.89 2170.51 685.762 567.875
internal_count=4780 66 50 4714 1358 1229 947 326 294
is_linear=0
shrinkage=0.06


Tree=283
num_leaves=10
num_cat=0
split_feature=27 1 59 110 83 77 0 141 102
split_gain=0.191519 0.501345 0.441175 0.464045 0.379194 0.510656 0.575806 0.553006 0.768619
threshold=0.00017767510871635753 0.0053125319536775359 0.013032016810029747 0.00096484774257987748 0.076978169381618514 0.0035485138650983576 0.0098710241727530974 0.0023699469165876512 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 8 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.00053217975793009816 -0.00010702801826024635 -0.0019905820072356212 0.0082603764393701738 0.0051541198707611442 -0.0032973852481717166 0.0036624695423863201 -0.0060412122958675889 -0.002312017169536793 0.0037998600163242665
leaf_weight=351.68497729301453 8249.6842730045319 62.836173534393311 52.025976061820984 68.295407176017761 101.50927317142487 159.87418556213379 53.773540735244751 206.42908728122711 253.88737308979034
leaf_count=232 4023 39 15 24 77 63 46 152 109
internal_value=0 0.000673843 0.00358531 0.00173049 0.000200745 0.000546957 -2.83539e-05 0.000369838 0.00128404
internal_weight=0 1310.32 183.158 131.132 1127.16 1025.65 865.775 812.001 605.572
internal_count=4780 757 78 63 679 602 539 493 341
is_linear=0
shrinkage=0.06


Tree=284
num_leaves=10
num_cat=0
split_feature=55 132 40 47 98 128 71 32 118
split_gain=0.166785 0.37198 0.348266 0.237363 0.797055 0.722695 0.540472 0.476441 0.28009
threshold=0.0063990866765379914 0.011880517937242987 0.0011980500421486797 0.00017767510871635753 0.00017767510871635753 0.0026012937305495147 0.0092791137285530585 0.0013986918493174019 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 7 -6 -1 -5
right_child=1 2 -4 8 6 -7 -8 -9 -10
leaf_value=-0.0062613600577547989 0.0030586765439148977 0.0016967748157438718 -0.0063714770213768304 0.00034096858875327707 0.0019174043407842545 -0.0092197509037813298 -0.0032638983145006927 0.0013931027889751556 -0.00034111686395464272
leaf_weight=47.928590655326843 174.68533933162689 42.86691415309906 34.973271369934082 4823.8736329078674 253.40522754192352 70.042971849441528 101.50927317142487 75.212918162345886 3935.5021277666092
leaf_count=41 56 17 25 2489 84 55 77 25 1911
internal_value=0 0.00152147 -0.00192826 -4.12797e-05 -0.00125257 -0.00435386 0.000435497 -0.00158613 3.45142e-05
internal_weight=0 252.526 77.8402 9307.47 548.099 193.184 354.915 123.142 8759.38
internal_count=4780 98 42 4682 282 121 161 66 4400
is_linear=0
shrinkage=0.06


Tree=285
num_leaves=10
num_cat=0
split_feature=27 101 77 82 4 19 133 65 52
split_gain=0.170469 0.42782 0.394389 0.833517 0.918967 0.718617 0.389153 0.372574 0.358808
threshold=0.00017767510871635753 0.14610802382230761 0.00096484774257987748 0.00055427959887310873 0.00046126570669002836 0.00077738583786413084 0.0022272822679951791 0.0026012937305495147 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 -4 -5 -3 8 -1
right_child=1 6 3 5 -6 -7 -8 -9 -10
leaf_value=-0.001037085736960041 -5.3337594121111196e-05 7.694693417702414e-05 0.00086009292437381633 0.003873195128001636 0.0078562351658713735 -0.0055627933716771031 -0.0074714280170607899 -0.0050743363061804599 0.0014087356195526732
leaf_weight=412.27959990501404 8150.6094089746475 45.301323294639587 147.30458271503448 47.542874217033386 124.90091419219971 74.718931913375854 53.773540735244751 50.170141577720642 453.39894938468933
leaf_count=274 3953 24 67 21 38 59 46 38 260
internal_value=0 -0.000100975 0.000635735 0.00222184 0.00407026 -0.0018935 -0.00401998 -4.74207e-05 0.000243913
internal_weight=0 8249.68 1310.32 394.467 272.205 122.262 99.0749 915.849 865.679
internal_count=4780 4023 757 185 105 80 70 572 534
is_linear=0
shrinkage=0.06


Tree=286
num_leaves=10
num_cat=0
split_feature=45 45 145 68 50 83 25 8 10
split_gain=0.180259 0.688187 0.637613 0.730481 1.01172 0.866672 0.675165 0.576912 0.92627
threshold=0.010180860292166473 0.0051502294372767219 0.00055427959887310873 0.0020292587578296666 0.00017767510871635753 0.014740333426743748 0.00017767510871635753 0.017724351026117805 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 -3 8 -5
right_child=-2 2 3 7 5 -7 -8 -9 -10
leaf_value=-0.0001823655992530919 -0.00053611171509861425 0.0032179381329682294 0.0071049896474431416 0.0046601538546818672 -0.0070471557211646664 0.0033460489868586169 -0.0064703725568827086 -0.0042772933590528835 0.0012069459678444451
leaf_weight=5957.9969438314438 1826.4546877145767 39.359944105148315 34.683984041213989 382.0059700012207 108.52321326732635 39.359944105148315 75.695063710212708 52.411692500114441 1043.508823633194
leaf_count=2933 1051 14 10 135 83 14 50 35 455
internal_value=0 0.000126615 0.00116342 0.00146272 -0.00211785 -0.00428095 -0.00315603 0.00190502 0.00213233
internal_weight=0 7733.55 1775.55 1660.49 182.567 147.883 115.055 1477.93 1425.51
internal_count=4780 3729 796 732 107 97 64 625 590
is_linear=0
shrinkage=0.06


Tree=287
num_leaves=10
num_cat=0
split_feature=47 110 9 21 77 33 121 131 118
split_gain=0.17266 0.545047 0.712401 0.747724 0.779885 0.703979 0.979027 0.617001 0.612435
threshold=0.0027679565828293566 0.00096484774257987748 0.0020932231564074759 0.0020292587578296666 0.0026833302108570938 0.013860232196748258 0.00087947337306104611 0.0015349716995842757 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -8 -6
right_child=-2 -3 -4 4 8 -7 7 -9 -10
leaf_value=0.00063851703350487727 -0.00021721717325243366 0.0013208518050036313 -0.0029443041000124463 -0.0087782786519190192 0.0030730718957034252 0.0047524270938582745 -0.0018103171553347955 -0.0092395928564336354 -0.0057253005404088435
leaf_weight=1904.3540767431259 5539.8131903409958 1281.1267656087875 298.6947101354599 65.463440895080566 68.198978066444397 129.57687425613403 171.2629576921463 52.604550719261169 48.904722452163696
leaf_count=798 2949 555 167 56 19 42 117 45 32
internal_value=0 0.000299325 -0.000178469 0.000160063 -0.00353333 0.000458713 0.00019729 -0.00355605 -0.000601295
internal_weight=0 4020.19 2739.06 2440.37 182.567 2257.8 2128.22 223.868 117.104
internal_count=4780 1831 1276 1109 107 1002 960 162 51
is_linear=0
shrinkage=0.06


Tree=288
num_leaves=10
num_cat=0
split_feature=124 40 60 135 44 46 38 71 110
split_gain=0.179421 0.720258 0.725681 0.70864 0.776215 0.678111 0.631623 0.509533 0.47607
threshold=0.0005893622583243997 0.018276390619575981 0.00073092587990686308 0.0063990866765379914 0.0010918468469753864 0.0020292587578296666 0.00093549740267917525 0.012636432424187662 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 8 -7 -4
right_child=3 2 6 4 5 7 -8 -9 -10
leaf_value=5.3301354934803286e-05 -8.1598958247575893e-06 -0.0027985084646268599 -0.00052385670113756961 0.0040092942123707486 0.00045003098560058739 -0.0081265405146780656 0.0094301104779627044 -0.0029035603109983251 0.0051958310279171726
leaf_weight=2782.8323127031326 5982.7859551906586 63.908734440803528 92.844197511672974 57.967355251312256 114.95857870578766 113.29560244083405 65.76456892490387 165.41800761222839 120.22495412826538
leaf_count=1638 2728 35 45 25 59 92 12 112 34
internal_value=0 0.000372948 0.00296826 -0.000181163 -0.0024729 -0.00342739 0.00429001 -0.00502667 0.0027035
internal_weight=0 3125.57 342.742 6434.43 451.64 393.672 278.834 278.714 213.069
internal_count=4780 1764 126 3016 288 263 91 204 79
is_linear=0
shrinkage=0.06


Tree=289
num_leaves=10
num_cat=0
split_feature=63 20 39 86 36 20 142 93 72
split_gain=0.165055 0.628626 0.615369 0.459198 0.72078 0.550291 0.25002 0.57283 0.319085
threshold=0.014740333426743748 0.0092791137285530585 0.0027679565828293566 0.00017767510871635753 0.0012357163941487672 0.0011615398107096555 0.055838862434029586 0.00068727668258361529 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 -5 -1 -8 -9
right_child=1 -3 3 4 -6 -7 7 8 -10
leaf_value=-1.1158152347533388e-05 -0.0061825506984472273 0.00716829335597858 0.005665467185581371 -0.00032611544228251658 0.003419714414645122 -0.0079017405098123356 0.00056613707346004391 -0.003644572021989723 -0.012017951584757764
leaf_weight=8897.6177105903625 46.759600639343262 54.267526984214783 65.860998034477234 124.02121150493622 135.32539522647858 47.832161545753479 110.18618953227997 54.749672532081604 23.379800319671631
leaf_count=4474 40 12 17 52 42 36 50 37 20
internal_value=0 0.00109144 0.000305887 0.0011192 0.000144449 -0.00243465 -5.6947e-05 -0.0022204 -0.00615026
internal_weight=0 474.067 419.799 373.04 307.179 171.853 9085.93 188.316 78.1295
internal_count=4780 199 187 147 130 88 4581 107 57
is_linear=0
shrinkage=0.06


Tree=290
num_leaves=10
num_cat=0
split_feature=74 85 10 125 22 84 84 124 125
split_gain=0.175135 0.523526 0.580667 0.581986 0.745478 0.466736 0.370675 0.4266 0.369186
threshold=0.0020932231564074759 0.0022272822679951791 0.00017767510871635753 0.00075379351619631063 0.00017767510871635753 0.0005375427135732026 0.0060143163427710542 0.0012745757703669371 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 -4 -5 -1 8 -8
right_child=1 2 3 5 -6 -7 7 -9 -10
leaf_value=0.00013652986457818081 -0.0050264339347691296 -0.0063319585157980175 -0.00027054185314646131 0.0047101383198479008 -0.0095220070635453399 0.00020770715575860489 -0.0032747493680134968 -0.0056453920275837321 0.0050859291092319233
leaf_weight=8508.1274956464767 94.398903965950012 53.580682516098022 95.182177543640137 99.375992059707642 46.759600639343262 499.49538695812225 42.083640575408936 86.312402963638306 34.683984041213989
leaf_count=4249 66 36 47 26 40 206 36 64 10
internal_value=0 -0.000802136 -0.000300157 0.000136104 -0.00331823 0.000954835 8.22184e-05 -0.00275129 0.000502646
internal_weight=0 888.793 794.394 740.813 141.942 598.871 8671.21 163.08 76.7676
internal_count=4780 421 355 319 87 232 4359 110 46
is_linear=0
shrinkage=0.06


Tree=291
num_leaves=10
num_cat=0
split_feature=92 115 118 94 47 29 71 88 35
split_gain=0.166541 0.494919 0.883568 0.8108 0.749298 0.744442 0.741322 0.846096 0.729451
threshold=0.00244467705488205 0.015675474889576439 0.00085274505545385193 0.0012745757703669371 0.029773407615721229 0.0020292587578296666 0.004017772153019906 0.018276390619575981 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 8 6 -4 -5 -8 -2
right_child=1 2 5 4 -6 -7 7 -9 -10
leaf_value=0.00023485680341564416 -0.0014649902064606103 0.0027156610555427048 -0.0046950686918015901 0.00137814479792986 0.004408068305331571 0.00063684503375035801 -0.00072527187357615043 -0.0092197722509368678 -0.0064420024473270361
leaf_weight=5086.4379223585129 789.5977691411972 490.92674040794373 134.92783808708191 694.64397192001343 128.69717156887054 312.83086013793945 1756.2306983470917 43.252630591392517 122.45466434955597
leaf_count=2571 464 179 81 250 56 125 927 37 90
internal_value=0 -0.000267032 0.000957637 -0.000592243 -5.63889e-05 -0.000969877 -0.000286755 -0.000929447 -0.00213322
internal_weight=0 4473.56 938.685 3534.88 2622.82 447.759 2494.13 1799.48 912.052
internal_count=4780 2209 385 1824 1270 206 1214 964 554
is_linear=0
shrinkage=0.06


Tree=292
num_leaves=10
num_cat=0
split_feature=44 33 15 99 50 83 104 101 91
split_gain=0.162183 0.550322 0.788752 1.03698 0.742418 0.503949 0.45615 0.414196 0.464873
threshold=0.00090704852482303988 0.0015349716995842757 0.012636432424187662 0.0011615398107096555 0.0053125319536775359 0.0038949446752667431 0.0042751494329422721 0.0016846025246195497 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 -3 -6 -7 8 -1
right_child=-2 2 3 -5 5 6 -8 -9 -10
leaf_value=0.00075212199739235958 0.00015181894774641936 -0.0062572250175136701 -0.0046378035973015166 0.0050680537510664593 0.0037395472435930669 -0.006048262188018157 0.0028268663613570419 -0.0016214520213456507 -0.0029494978697953132
leaf_weight=1536.4605753421783 6940.6100168228149 193.66662621498108 65.367011785507202 100.64141118526459 57.967355251312256 67.801420927047729 30.104453086853027 434.69510912895203 132.68628716468811
leaf_count=739 3390 146 51 32 25 58 11 244 84
internal_value=0 -0.000402275 -0.00215911 0.0012463 -0.00377646 -0.000694204 -0.00331931 2.82391e-05 0.000457867
internal_weight=0 2619.39 515.548 166.008 349.54 155.873 97.9059 2103.84 1669.15
internal_count=4780 1390 323 83 240 94 69 1067 823
is_linear=0
shrinkage=0.06


Tree=293
num_leaves=10
num_cat=0
split_feature=17 46 85 102 43 129 73 56 78
split_gain=0.158388 0.811103 0.765864 0.48242 0.825437 0.568069 0.857467 0.540374 0.453761
threshold=0.02636832278221846 0.0081988852471113222 0.0019071503775194289 0.0016846025246195497 0.00017767510871635753 0.02636832278221846 0.00087947337306104611 0.00017767510871635753 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 5 -5 6 -3 -6 -2
right_child=1 3 -4 4 7 -7 -8 -9 -10
leaf_value=6.7269532289613492e-05 -0.0038956937481316495 0.00057149835308471721 -0.00019193401218387069 -0.00348411840490642 0.0078163945950231392 0.0045582755951869003 -0.0075792667388000388 0.0012242408138115406 -0.011880603224989184
leaf_weight=8885.8313813209534 53.580682516098022 107.84820950031281 92.747768402099609 64.981295347213745 86.613530993461609 45.012035965919495 81.636442899703979 92.651339292526245 49.097580671310425
leaf_count=4459 36 48 40 31 20 9 60 35 42
internal_value=0 -0.000886641 -0.00414399 0.000443032 0.00230927 -0.0015008 -0.00294013 0.0044093 -0.00771383
internal_weight=0 674.169 195.426 478.743 244.246 234.497 189.485 179.265 102.678
internal_count=4780 321 118 203 86 117 108 55 78
is_linear=0
shrinkage=0.06


Tree=294
num_leaves=10
num_cat=0
split_feature=88 115 30 21 83 39 72 118 113
split_gain=0.166171 0.457539 0.632806 0.507871 0.678669 0.459965 0.439837 0.446692 0.559367
threshold=0.018276390619575981 0.00085274505545385193 0.0014881226234138014 0.00099512818269431613 0.0063990866765379914 0.013032016810029747 0.030689206905663017 0.0038949446752667431 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 -2 5 -4 -5 -3 -1 8 -8
right_child=1 2 3 4 -6 -7 7 -9 -10
leaf_value=2.4827309789602036e-06 0.0057463393634176099 -0.0052261248465218695 0.0018866535842809867 -0.0039342123579591453 0.0013267989432056019 0.0014425192852494889 -0.0058333208221532573 0.0008556187007137373 -0.00049348088383014202
leaf_weight=7861.4121143817902 60.11247706413269 113.00631511211395 689.67872452735901 152.46268832683563 209.65861070156097 55.532946109771729 151.48655652999878 134.34926342964172 132.30057072639465
leaf_count=4040 17 77 231 96 81 18 105 51 64
internal_value=0 0.000636094 0.00038437 0.000931298 -0.000888227 -0.00302884 -9.83735e-05 -0.00199458 -0.00334391
internal_weight=0 1280.45 1220.34 1051.8 362.121 168.539 8279.55 418.136 283.787
internal_count=4780 520 503 408 177 95 4260 220 169
is_linear=0
shrinkage=0.06


Tree=295
num_leaves=10
num_cat=0
split_feature=37 131 106 104 99 47 96 146 92
split_gain=0.161395 1.00375 0.211076 0.605395 0.702883 0.643171 0.615133 0.59614 0.508195
threshold=0.11766931414604188 0.0011261500185355546 0.0019071503775194289 0.0049928687512874612 0.00060774214216507982 0.0056525857653468856 0.0013986918493174019 0.0010263677686452868 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5 -7 -6
right_child=1 -3 -4 4 8 7 -8 -9 -10
leaf_value=-3.1216830984990367e-05 0.0038615385414326989 -0.0067972438293658378 0.00025631864186339306 -0.0034842212084336076 -0.0067242388660925106 0.001703564151402753 0.0045905942570998474 -0.0081391308635323859 -0.00042870739309198899
leaf_weight=3217.1163204908371 56.798365235328674 72.284522771835327 5742.7708296775818 48.904722452163696 152.75197565555573 37.118393182754517 111.16232132911682 54.942530751228333 66.150285363197327
leaf_count=1503 24 52 2921 32 111 17 41 47 32
internal_value=0 -0.00210722 2.8842e-05 -0.000325359 -0.00233434 -0.000174692 0.00212352 -0.00417062 -0.00482179
internal_weight=0 129.083 9430.92 3688.15 471.03 252.128 160.067 92.0609 218.902
internal_count=4780 76 4704 1783 280 137 73 64 143
is_linear=0
shrinkage=0.06


Tree=296
num_leaves=10
num_cat=0
split_feature=124 40 1 128 46 85 142 38 110
split_gain=0.158899 0.656521 0.59992 0.485857 0.534095 0.694481 0.460739 0.4317 0.799732
threshold=0.0005893622583243997 0.018276390619575981 0.0005375427135732026 0.00039601318712811922 0.029773407615721229 0.0063990866765379914 0.00052132029668428015 0.00040826165059115743 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2 8 -4
right_child=3 2 7 -5 -6 -7 -8 -9 -10
leaf_value=4.5796155982914824e-05 0.0021596777486776121 -0.0023563169818724126 -0.0027581455795145184 2.6601844379989982e-05 0.0019754199890606211 0.0035636543070891556 -0.0034105154675860344 0.0066641614896247262 0.0059418338744163159
leaf_weight=2782.8323127031326 59.232774376869202 65.077724456787109 70.922674536705017 5629.9201471805573 129.76973247528076 67.12641716003418 548.37642800807953 124.70805597305298 82.034000039100647
leaf_count=1638 31 36 41 2554 52 23 356 28 21
internal_value=0 0.000350973 0.0028288 -0.000170488 -0.00154972 -0.0022277 -0.00286751 0.00404406 0.00190784
internal_weight=0 3125.57 342.742 6434.43 804.505 674.736 607.609 277.665 152.957
internal_count=4780 1764 126 3016 462 410 387 90 62
is_linear=0
shrinkage=0.06


Tree=297
num_leaves=10
num_cat=0
split_feature=99 93 40 61 28 140 113 68 1
split_gain=0.156056 0.739397 0.818689 0.74802 0.606309 0.576347 0.538005 0.6524 0.496895
threshold=0.00017767510871635753 0.00040826165059115743 0.00747153488919139 0.0048403022810816774 0.00017767510871635753 0.01884530205279589 0.00080172589514404546 0.00017767510871635753 0.022641776129603389
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 -6 -3
right_child=-2 8 3 -5 5 -7 -8 -9 -10
leaf_value=-0.0019259437504737216 -0.00012557903617199694 0.0012298547923302353 -0.0094384098513088117 0.0010310370425013389 -0.002620712172777651 -0.0046576239204965189 -0.0015641396767194196 0.0046953108326884298 0.0069441051263759539
leaf_weight=372.82322669029236 7537.3244333267212 1026.8299946784973 68.873981833457947 38.190954089164734 53.387824296951294 51.339131593704224 106.96850681304932 246.39128744602203 57.870926141738892
leaf_count=255 3689 544 54 13 26 39 62 78 20
internal_value=0 0.000467959 -0.000765675 -0.00570387 -0.000129375 0.0013328 0.0020889 0.0033924 0.00153472
internal_weight=0 2022.68 937.975 107.065 830.91 458.087 406.748 299.779 1084.7
internal_count=4780 1091 527 67 460 205 166 104 564
is_linear=0
shrinkage=0.06


Tree=298
num_leaves=10
num_cat=0
split_feature=27 101 61 146 99 56 33 81 75
split_gain=0.160152 0.375115 0.429557 0.338013 0.608707 0.757417 0.551012 0.677802 1.00332
threshold=0.00017767510871635753 0.14610802382230761 0.0016846025246195497 0.00077738583786413084 0.00085274505545385193 0.0003614811430452392 0.00077738583786413084 0.0048403022810816774 0.017188700847327713
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 7 8 -5
right_child=1 2 -4 6 5 -7 -8 -9 -10
leaf_value=0.00061619590645047993 0.0022001247418527211 -0.0069815662367513345 0.0010888185551760716 -0.0028882839789318299 -0.0046731849185270187 0.0044377080706757277 0.0001410418333094569 0.00025020369812617325 0.0015198998407223616
leaf_weight=1310.3159939050674 528.33442091941833 59.618490815162659 39.45637321472168 905.03849339485168 113.19917333126068 46.27745509147644 5466.0213239192963 857.82042860984802 233.91811370849609
leaf_count=757 211 51 19 548 87 15 2640 365 87
internal_value=0 -9.78718e-05 -0.00376755 -5.32649e-05 0.00121947 -0.00202936 -0.000170567 -0.00102357 -0.00198293
internal_weight=0 8249.68 99.0749 8150.61 687.811 159.477 7462.8 1996.78 1138.96
internal_count=4780 4023 70 3953 313 102 3640 1000 635
is_linear=0
shrinkage=0.06


Tree=299
num_leaves=10
num_cat=0
split_feature=38 78 28 45 47 6 146 99 140
split_gain=0.155203 0.837333 0.74732 0.709039 0.577342 0.438911 0.286064 0.281305 0.348208
threshold=0.0045489775948226461 0.029773407615721229 0.0012357163941487672 0.00082683752407319855 0.0014427106943912806 0.00044738779251929378 0.0021592099219560628 0.0068083447404205808 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -3 -5 -2 -8 -9
right_child=1 4 3 5 -6 -7 7 8 -10
leaf_value=-6.322561495795853e-05 -0.00024598063475396231 -0.00033259103373562202 0.0047542815408186103 -0.0070793522862404486 -0.0085673069626469242 0.00067010151000620902 0.0066045704109813875 0.005492687403006965 -0.00050496551162723224
leaf_weight=8947.9807103872299 53.484253406524658 85.637399196624756 48.519006013870239 65.367011785507202 47.735732436180115 44.035904169082642 127.14246511459351 75.020059943199158 65.077724456787109
leaf_count=4522 31 29 12 51 31 18 35 15 36
internal_value=0 0.000924385 0.00209589 -0.00128275 -0.00327989 -0.00396011 0.0037595 0.00456114 0.00270668
internal_weight=0 612.02 478.646 157.922 133.373 109.403 320.725 267.24 140.098
internal_count=4780 258 198 81 60 69 117 86 51
is_linear=0
shrinkage=0.06


Tree=300
num_leaves=10
num_cat=0
split_feature=51 24 147 102 107 140 140 15 5
split_gain=0.163435 0.391754 0.647874 0.631042 0.604831 0.680089 0.560552 0.578158 0.546142
threshold=0.00017767510871635753 0.00047558375808876013 0.0010585968848317864 0.00052132029668428015 0.00046126570669002836 0.00244467705488205 0.0045489775948226461 0.014740333426743748 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 8 -7 -8 -6
right_child=1 -3 4 -5 5 6 7 -9 -10
leaf_value=-0.00061207905053831438 0.00019747745798362614 -4.9414530624723643e-05 0.0019919876399880974 0.0053968972570821129 -0.010150009464661694 0.0039873524102829122 -0.006110628720753161 0.0013175992135972556 0.00054910051090280038
leaf_weight=1348.8926644325256 140.77278816699982 7260.4429763555527 294.91029345989227 208.48962068557739 52.508121609687805 77.454469084739685 73.357083678245544 77.647327303886414 25.524922132492065
leaf_count=790 86 3580 90 80 40 22 48 32 12
internal_value=0 0.00010055 0.00124587 0.00330123 5.22178e-05 -0.00181425 -0.000162443 -0.00229099 -0.00665029
internal_weight=0 8211.11 950.665 349.262 601.402 306.492 228.459 151.004 78.033
internal_count=4780 3990 410 166 244 154 102 80 52
is_linear=0
shrinkage=0.06


Tree=301
num_leaves=10
num_cat=0
split_feature=63 105 140 50 106 95 77 95 148
split_gain=0.160289 0.41533 0.854142 0.647263 0.576429 0.747859 0.637193 0.561964 0.982064
threshold=0.014740333426743748 0.0092791137285530585 0.031632266007363803 0.00017767510871635753 0.0016331639490090313 0.0072436286136507997 0.0015349716995842757 0.00047558375808876013 0.017188700847327713
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -8 -9
right_child=-2 2 -4 4 5 -7 7 8 -10
leaf_value=8.1120140895496614e-05 0.0010755703689428614 0.0040424640405376262 0.0044163718501816114 -0.0046507533903036051 -0.0038210556563811841 -0.0083238693418205938 0.005356459827559815 -0.0042406573124718098 0.0031599019970438868
leaf_weight=8152.8154377937317 474.06689393520355 62.450457096099854 86.709960103034973 254.56237685680389 143.11076819896698 47.928590655326843 79.792449116706848 124.50335705280304 134.05997610092163
leaf_count=4127 199 19 25 144 88 41 24 77 36
internal_value=0 -5.61189e-05 -0.0012552 -0.00183622 -0.00230452 -0.00117632 -0.000464807 0.000954751 -0.000403614
internal_weight=0 9085.93 933.118 846.408 783.958 529.395 481.467 338.356 258.563
internal_count=4780 4581 454 429 410 266 225 137 113
is_linear=0
shrinkage=0.06


Tree=302
num_leaves=10
num_cat=0
split_feature=100 33 100 75 103 7 26 82 34
split_gain=0.165819 0.485375 0.331869 0.390394 0.38818 0.355735 0.328185 0.368979 0.327862
threshold=0.060991313308477409 0.031632266007363803 0.020035739988088611 0.017188700847327713 0.00080172589514404546 0.0015833032084628942 0.00050559637020342063 0.0044099434744566688 0.064669914543628707
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 5 -4 -6 -8 -1
right_child=1 -3 3 -5 6 -7 7 -9 -10
leaf_value=9.4673738105816735e-05 -0.00090801060762972041 0.005511088447171286 -0.002073538613114908 0.0042317254799575429 -0.0037858087586711497 -0.0067759777697858417 -0.0019393955607399688 0.0048638259440940256 -0.0030792634130822811
leaf_weight=8751.1200828552246 99.074864029884338 74.140357255935669 233.12299942970276 39.359944105148315 49.001151561737061 77.056911945343018 48.904722452163696 69.464397192001343 118.7548360824585
leaf_count=4270 70 29 165 14 37 61 32 25 77
internal_value=0 0.00183952 -3.39448e-05 -0.00151178 -0.00198517 -0.00324175 0.000343598 0.00205305 5.21793e-05
internal_weight=0 173.215 9386.79 516.91 477.55 310.18 167.37 118.369 8869.87
internal_count=4780 99 4681 334 320 226 94 57 4347
is_linear=0
shrinkage=0.06


Tree=303
num_leaves=10
num_cat=0
split_feature=22 4 98 100 114 100 50 37 104
split_gain=0.16354 0.380493 0.570096 0.551451 0.534222 0.422018 0.286919 0.259709 0.812433
threshold=0.0036604277556762104 0.0013986918493174019 0.0062037324532866487 0.00244467705488205 0.00096484774257987748 0.00044738779251929378 0.0063990866765379914 0.0032328735105693345 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 6 5 -4 -3 -2 -1 -9
right_child=1 3 4 -5 -6 -7 -8 8 -10
leaf_value=9.9300563695224655e-05 0.0023946238085860907 -0.00010984041104693976 0.0025252860300569884 0.0023844608530370209 -0.0068791054127806386 -0.0080525415338686002 0.0071873403505907625 -0.0013140309798445919 0.0021256170895337179
leaf_weight=7373.9195963144302 105.22094213962555 47.446445107460022 52.122405171394348 90.313359260559082 37.311251401901245 48.904722452163696 78.527029991149902 1427.238676905632 298.9958381652832
leaf_count=3741 31 16 20 33 27 32 18 739 123
internal_value=0 0.00110396 0.00253063 -0.000983959 -0.00139818 -0.0041413 0.00444285 -5.57849e-05 -0.00071826
internal_weight=0 459.846 273.182 186.665 89.4337 96.3512 183.748 9100.15 1726.23
internal_count=4780 177 96 81 47 48 49 4603 862
is_linear=0
shrinkage=0.06


Tree=304
num_leaves=10
num_cat=0
split_feature=61 51 107 129 62 24 0 38 81
split_gain=0.151983 0.420787 0.543697 1.03485 0.759612 0.679121 0.733005 0.713254 0.632493
threshold=0.0042751494329422721 0.00043393640953581786 0.0051502294372767219 0.00057154725072905432 0.00077738583786413084 0.00047558375808876013 0.0051502294372767219 0.00040826165059115743 0.027182282879948619
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 8 5 -5 -4 -7 -8 -3
right_child=-2 2 3 4 -6 6 7 -9 -10
leaf_value=-0.0011528238793907597 0.00040234587278184411 0.00047506970928861401 0.0049253476711061195 -0.0059194939796612649 -0.00095673648080882171 -0.0024936528326129693 -0.0018053127425319206 0.0052914374681237364 -0.0031163185983838757
leaf_weight=1225.8475847244263 2497.043855547905 4624.0237029790878 102.0032594203949 215.58814918994904 228.94102561473846 275.20664000511169 89.722943902015686 118.07983231544495 183.54327321052551
leaf_count=729 1246 2082 43 150 127 201 62 42 98
internal_value=0 -0.000142246 6.99852e-05 -0.00118134 -0.00336358 0.000476854 -0.000462591 0.00222728 0.000337958
internal_weight=0 7062.96 5837.11 1029.54 444.529 585.013 483.009 207.803 4807.57
internal_count=4780 3534 2805 625 277 348 305 104 2180
is_linear=0
shrinkage=0.06


Tree=305
num_leaves=10
num_cat=0
split_feature=128 9 97 25 92 123 65 36 138
split_gain=0.156902 0.737044 0.476192 0.488904 0.755802 0.616462 0.561866 0.558987 0.459891
threshold=0.0070226341485977182 0.0015349716995842757 0.000490355829242617 0.0051502294372767219 0.0072436286136507997 0.00052132029668428015 0.0014881226234138014 0.0020932231564074759 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 -4 -7 -6 -2
right_child=1 -3 3 -5 7 6 -8 -9 -10
leaf_value=0.00011388430130069686 0.0036590958870116519 -0.0072823360279816339 -0.010029760306784003 -8.6086636505073802e-05 0.0037687438338930485 -0.0012407440511810371 -0.009010621079215823 -0.0042326607463515006 -0.00020437611941999544
leaf_weight=7839.2131447792053 185.39910769462585 56.111520767211914 58.449500799179077 815.92964625358582 87.975379228591919 148.66643095016479 43.252630591392517 48.904722452163696 276.09818339347839
leaf_count=3962 75 48 50 339 31 78 37 32 128
internal_value=0 -0.000518811 -0.000290832 -0.00091932 -0.00267493 -0.00463487 -0.00299183 0.00090999 0.00134771
internal_weight=0 1720.79 1664.68 1203.18 387.249 250.369 191.919 136.88 461.497
internal_count=4780 818 770 567 228 165 115 63 203
is_linear=0
shrinkage=0.06


Tree=306
num_leaves=10
num_cat=0
split_feature=94 14 20 142 91 110 86 78 138
split_gain=0.170187 0.449566 0.653674 0.669383 0.803072 0.597995 0.407502 0.695825 0.848801
threshold=0.0048403022810816774 0.0019672545604407792 0.0036604277556762104 0.0020932231564074759 0.0049928687512874612 0.015675474889576439 0.0022975050378590827 0.0036604277556762104 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -3 7 -5 -9
right_child=1 5 -4 4 -6 -7 -8 8 -10
leaf_value=-0.00016532023744286693 -0.003714034621194844 -4.6747293458754772e-05 0.0042703689651741048 0.0038908893809535797 -0.002993425668868501 -0.0069277018670632472 0.0052080072424114283 -0.0047458460265510025 0.0016678552061388616
leaf_weight=6701.8958325386047 113.19917333126068 1645.6706330776215 216.38326346874237 234.11097192764282 137.26581811904907 46.759600639343262 120.03209590911865 108.33035504817963 236.35252285003662
leaf_count=3412 87 798 72 97 83 40 24 73 94
internal_value=0 0.000387655 0.00129438 0.000616028 0.00120228 -0.000236859 0.00202641 0.0013666 -0.000347906
internal_weight=0 2858.1 1165.67 949.291 836.092 1692.43 698.826 578.794 344.683
internal_count=4780 1368 530 458 371 838 288 264 167
is_linear=0
shrinkage=0.06


Tree=307
num_leaves=10
num_cat=0
split_feature=58 83 37 119 1 7 19 101 23
split_gain=0.164769 0.380104 0.476685 0.350307 0.417099 0.413417 0.373942 0.339 0.24056
threshold=0.029773407615721229 0.057509137317538268 0.0063990866765379914 0.0011615398107096555 0.00017767510871635753 0.0012357163941487672 0.002945306478068233 0.0049928687512874612 0.02636832278221846
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 6 -2 -6 -1
right_child=1 -3 -4 -5 7 -7 -8 -9 -10
leaf_value=6.2780966822970728e-05 -0.0025038215708011605 0.0052633155694765234 0.0063156145820432745 0.0048823634919730003 -0.0039608576361079397 0.0071873904221685346 0.0033239198912506313 0.0010056635814162723 -0.00082753119501439661
leaf_weight=7703.8386832475662 90.012231230735779 66.053856253623962 45.204894185066223 45.301323294639587 157.71722304821014 35.852974057197571 70.826245427131653 72.091664552688599 1273.1011716127396
leaf_count=3679 77 27 19 24 130 11 36 42 735
internal_value=0 0.000977388 0.000429809 -0.000134129 -0.000666963 0.0013612 6.24614e-05 -0.00240285 -6.34823e-05
internal_weight=0 583.06 517.007 471.802 426.5 196.691 160.838 229.809 8976.94
internal_count=4780 366 339 320 296 124 113 172 4414
is_linear=0
shrinkage=0.06


Tree=308
num_leaves=10
num_cat=0
split_feature=60 142 101 17 77 108 98 8 22
split_gain=0.152944 0.526772 0.671821 0.665608 0.628264 0.717468 0.623569 0.524695 0.478886
threshold=0.00017767510871635753 0.010180860292166473 0.0035485138650983576 0.0012357163941487672 0.00082683752407319855 0.011169348377734424 0.00096484774257987748 0.0027679565828293566 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -3 7 -6 -9
right_child=-2 4 3 -5 6 -7 -8 8 -10
leaf_value=-0.00033432564478493232 -0.00018470043172918568 -0.0035799107863039871 0.0046362177638568057 -0.0038368854673153296 0.0026784835847356303 0.0033443865830078529 0.0050160583503752465 -0.0077398854488921354 0.0014075913921137073
leaf_weight=2593.5523592233658 6003.8040940761566 138.72409546375275 183.06112766265869 40.81822144985199 175.95075845718384 88.071808338165283 253.59808576107025 40.81822144985199 41.601495027542114
leaf_count=1481 2864 99 73 30 62 36 94 30 11
internal_value=0 0.000311823 -6.21114e-05 0.00309138 0.0017379 -0.000890994 0.00290247 0.000827923 -0.00312268
internal_weight=0 3556.2 2817.43 223.879 738.764 226.796 511.969 258.37 82.4197
internal_count=4780 1916 1584 103 332 135 197 103 41
is_linear=0
shrinkage=0.06


Tree=309
num_leaves=10
num_cat=0
split_feature=88 138 93 9 73 136 142 97 87
split_gain=0.151002 0.451916 0.512803 0.675912 0.772056 0.513004 0.437163 0.574066 0.424712
threshold=0.018276390619575981 0.070576477795839324 0.00068727668258361529 0.0005375427135732026 0.013032016810029747 0.00082683752407319855 0.0044099434744566688 0.00038414125447161501 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -4 -2 -8 -3
right_child=1 8 5 4 -6 -7 7 -9 -10
leaf_value=-9.3775908073964523e-05 0.0015061414672962084 -6.4921417128176317e-05 0.0030691773846702507 -0.009900564089442657 -0.00048873022419447499 -0.0020439936287175026 0.00079876461622796545 -0.0094402269233130331 -0.0086817762560830146
leaf_weight=8279.5485050678253 439.78046703338623 49.880854249000549 455.95346903800964 50.266570687294006 83.492277383804321 83.588706493377686 49.784425139427185 32.635291337966919 35.069700479507446
leaf_count=4260 150 23 154 43 37 42 18 23 30
internal_value=0 0.000606366 0.00090684 -0.000220165 -0.0040257 0.00227702 0.000754602 -0.00325551 -0.00362217
internal_weight=0 1280.45 1195.5 655.959 133.759 539.542 522.2 82.4197 84.9506
internal_count=4780 520 467 271 80 196 191 41 53
is_linear=0
shrinkage=0.06


Tree=310
num_leaves=10
num_cat=0
split_feature=47 110 149 143 93 5 147 50 138
split_gain=0.15155 0.458719 0.6178 1.01343 0.730295 0.583839 0.673705 0.551398 0.504076
threshold=0.0027679565828293566 0.00096484774257987748 0.0010263677686452868 0.01884530205279589 0.0033348383149132137 0.00017767510871635753 0.01884530205279589 0.0045489775948226461 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -4 7 -7 -3
right_child=-2 8 3 -5 -6 6 -8 -9 -10
leaf_value=-7.6699542695865181e-06 -0.00020350552318395567 0.0018729895743670158 -0.0031191953581367021 -0.0091800444281019394 0.0037883618925443033 0.0048613955204491622 -0.0070893285078875911 -0.00032516586856108377 -0.00094359966749510155
leaf_weight=1838.589507818222 5539.8131903409958 983.01063013076782 270.04853439331055 59.618490815162659 202.54824149608612 111.06589221954346 37.311251401901245 219.8783928155899 298.11613547801971
leaf_count=786 2949 418 172 51 70 36 27 134 137
internal_value=0 0.00028043 -0.000157895 -0.00169891 0.000369022 -0.00100016 0.000553764 0.00141546 0.00121757
internal_weight=0 4020.19 2739.06 697.923 2041.14 638.304 368.256 330.944 1281.13
internal_count=4780 1831 1276 420 856 369 197 170 555
is_linear=0
shrinkage=0.06


Tree=311
num_leaves=10
num_cat=0
split_feature=58 122 129 88 86 73 150 98 148
split_gain=0.148331 0.417287 0.353016 0.46185 0.375609 0.347773 0.288827 0.350606 0.298786
threshold=0.029773407615721229 0.00075379351619631063 0.00077738583786413084 0.0017376682371832433 0.00040826165059115743 0.00087947337306104611 0.0036604277556762104 0.0072436286136507997 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 7 -2 -8
right_child=1 -3 4 -5 -6 -7 8 -9 -10
leaf_value=-6.0232542221042685e-05 -0.00082111879874492916 -0.0022812995490117255 0.0014467958220354055 0.0075857951700775486 0.0082346771625787258 -0.0041097596509010528 0.0033377435887965343 0.0053744982686867102 -0.0031324143809243867
leaf_weight=8976.9398548603058 54.749672532081604 116.70614337921143 63.908734440803528 32.44243311882019 54.267526984214783 58.449500799179077 37.214822292327881 82.32328736782074 82.99829113483429
leaf_count=4414 37 90 35 13 12 50 22 36 71
internal_value=0 0.000927355 0.00173033 0.000768593 0.00456385 6.81123e-05 0.00101723 0.00289985 -0.00112942
internal_weight=0 583.06 466.354 348.178 118.176 315.736 257.286 137.073 120.213
internal_count=4780 366 276 229 47 216 166 73 93
is_linear=0
shrinkage=0.06


Tree=312
num_leaves=10
num_cat=0
split_feature=18 23 82 44 42 33 99 22 116
split_gain=0.147174 0.508722 0.252144 0.195108 0.453625 0.745243 0.62015 0.567739 0.602414
threshold=0.13848232477903369 0.0081988852471113222 0.00047558375808876013 0.00090704852482303988 0.014293605927377941 0.0046923852059990176 0.00060774214216507982 0.00090704852482303988 0.01884530205279589
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 7 -6 8 -1
right_child=1 -3 -4 -5 6 -7 -8 -9 -10
leaf_value=-0.0007242173145186058 0.0019304106454320915 0.0048494963034105658 -0.0038291910213224803 0.00013360704011454929 -0.00059287360793296715 -0.0051772586128219595 0.004449124943374877 0.0020095615834555252 -0.0072412433430289009
leaf_weight=1741.4195445775986 50.856986045837402 93.531041979789734 59.232774376869202 6792.425731420517 212.96088182926178 131.90301358699799 149.44970452785492 275.61603784561157 52.604550719261169
leaf_count=934 14 21 31 3337 133 103 59 103 45
internal_value=0 0.00159581 -0.00116849 -3.47292e-05 -0.000480686 -0.000804489 0.00148633 -0.000525802 -0.00091531
internal_weight=0 203.621 110.09 9356.38 2563.95 2201.54 362.411 2069.64 1794.02
internal_count=4780 66 45 4714 1377 1185 192 1082 979
is_linear=0
shrinkage=0.06


Tree=313
num_leaves=10
num_cat=0
split_feature=94 18 75 59 147 85 8 80 33
split_gain=0.153804 0.513215 0.594054 0.70316 0.632089 0.504211 0.503223 0.711067 0.496975
threshold=0.0054799309000372895 0.0081988852471113222 0.0062037324532866487 0.0049928687512874612 0.023343417793512348 0.0019071503775194289 0.0066005610860884198 0.00075379351619631063 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 7 -4 -3
right_child=1 8 3 5 -6 -7 -8 -9 -10
leaf_value=-0.00014670296028040022 -1.9482871663383475e-05 0.00024182281117490203 0.0064572300108463546 0.0058874898808801441 -0.0045095405392681157 0.0014879603718574422 -0.0010294895098538637 -0.0011425803686632772 -0.0050195718259994169
leaf_weight=6970.0039440393448 1522.9994291067123 143.50832533836365 115.54899406433105 205.57306599617004 79.202033758163452 172.44378840923309 161.2360337972641 71.89880633354187 117.58584606647491
leaf_count=3543 816 49 30 48 53 59 74 32 76
internal_value=0 0.000394796 0.000677593 0.00199493 0.000329108 0.00388051 0.00142819 0.00354219 -0.00212769
internal_weight=0 2590 2328.9 805.903 427.886 378.017 348.684 187.448 261.094
internal_count=4780 1237 1112 296 189 107 136 62 125
is_linear=0
shrinkage=0.06


Tree=314
num_leaves=10
num_cat=0
split_feature=45 116 118 77 115 34 28 14 16
split_gain=0.147263 0.508797 0.641345 0.944227 0.637602 0.656868 0.591398 0.619301 0.550942
threshold=0.000490355829242617 0.0026833302108570938 0.0011261500185355546 0.0054799309000372895 0.0046923852059990176 0.00055427959887310873 0.0045489775948226461 0.00070876078098081063 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -3 -5
right_child=-2 6 -4 8 -6 -7 -8 -9 -10
leaf_value=-0.0025589447816089985 -9.1992039173025104e-05 -0.00093668325094566746 -0.0005620538909766698 0.00081399083790862866 0.006463337761754966 0.0041524052876965242 0.0017708472541481826 -0.00903904970101224 -0.0068227008584650283
leaf_weight=80.563881993293762 8294.2750704288483 78.912746429443359 440.9376163482666 118.27269053459167 196.41400408744812 150.71512365341187 92.554910182952881 59.618490815162659 47.735732436180115
leaf_count=64 4189 38 210 52 50 65 30 51 31
internal_value=0 0.000602822 0.00117134 0.00245872 0.00394947 0.00181457 -0.00194261 -0.00442363 -0.00138194
internal_weight=0 1265.73 1034.64 593.701 427.693 231.279 231.086 138.531 166.008
internal_count=4780 591 472 262 179 129 119 89 83
is_linear=0
shrinkage=0.06


Tree=315
num_leaves=10
num_cat=0
split_feature=38 78 94 42 21 146 33 84 32
split_gain=0.149723 0.729807 0.488968 0.593455 0.512515 0.408681 0.297098 0.288604 0.211167
threshold=0.0045489775948226461 0.029773407615721229 0.0037758676335215573 0.00060774214216507982 0.0020292587578296666 0.0021592099219560628 0.0013146653072908523 0.0011261500185355546 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 5 -4 -5 -2 -3 -7 -1
right_child=1 6 3 4 -6 7 -8 -9 -10
leaf_value=-2.8676407978028803e-05 -0.00082824663593878659 -0.0058181697078106605 0.0031626935771091494 -0.0065814684940477307 0.0016630256821022597 0.0065939531948310494 -0.00015417782831594887 0.0019119451287895666 -0.0026040105916568575
leaf_weight=8831.8531416654587 55.822233438491821 67.415704488754272 102.88296210765839 65.270582675933838 46.470313310623169 135.22896611690521 65.957427144050598 72.971367239952087 116.12756872177124
leaf_count=4462 33 38 29 46 25 37 22 28 60
internal_value=0 0.000907918 0.00200162 -0.000125371 -0.00315278 0.00373065 -0.00301714 0.00495297 -6.20993e-05
internal_weight=0 612.02 478.646 214.624 111.741 264.023 133.373 208.2 8947.98
internal_count=4780 258 198 100 71 98 60 65 4522
is_linear=0
shrinkage=0.06


Tree=316
num_leaves=10
num_cat=0
split_feature=88 143 94 74 121 140 128 93 39
split_gain=0.147606 0.341587 0.747602 0.414346 0.614612 0.505414 0.373743 0.3667 0.396477
threshold=0.018276390619575981 0.00085274505545385193 0.0098710241727530974 0.00040826165059115743 0.00046126570669002836 0.0051502294372767219 0.00060774214216507982 0.00068727668258361529 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 -3 -5 -6 8 -2
right_child=1 2 -4 5 6 -7 -8 -9 -10
leaf_value=-9.2715701548848876e-05 0.0037033071744913965 -0.004484631552121812 -0.0057654411324331778 0.00023292522156904193 0.0053834599676006231 0.0038917787241816802 -0.0010312105101731874 0.0054560689749146079 -0.001564900806558242
leaf_weight=8279.5485050678253 98.303431153297424 126.74490797519684 73.453512787818909 440.26261258125305 50.856986045837402 196.60686230659485 91.578778386116028 94.79646110534668 107.84820950031281
leaf_count=4260 30 74 53 175 14 60 39 27 48
internal_value=0 0.00059951 5.63062e-05 0.000528275 -0.00144533 0.00136244 0.00125916 0.00236749 0.000947245
internal_weight=0 1280.45 979.504 906.05 269.181 636.869 142.436 300.948 206.152
internal_count=4780 520 415 362 127 235 53 105 78
is_linear=0
shrinkage=0.06


Tree=317
num_leaves=10
num_cat=0
split_feature=87 21 37 62 92 137 114 131 83
split_gain=0.148568 0.412142 0.17591 0.781352 0.813854 1.11508 0.797442 0.711123 0.769038
threshold=0.052634395658969886 0.00087947337306104611 0.0032328735105693345 0.00017767510871635753 0.0020932231564074759 0.0013560238294303419 0.0014881226234138014 0.0079489401541650313 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 7 -5 6 -6 -4 -9
right_child=1 -3 3 4 5 -7 -8 8 -10
leaf_value=0.00015282232804438427 0.0007735775167904595 -0.0064092396549413014 -0.0025493882745209842 0.0028971593720705925 -0.00087457136486753266 0.0038641186216708391 -0.0081689959102720644 -0.0047102498048829352 0.002358083497685987
leaf_weight=7629.5663747787476 71.89880633354187 47.928590655326843 751.11752772331238 386.77835917472839 154.5113810300827 110.96946310997009 82.901862025260925 70.922674536705017 253.40522754192352
leaf_count=3822 32 41 436 144 83 31 66 41 84
internal_value=0 -0.00209941 2.66485e-05 -0.000505025 0.0010025 -0.00110096 -0.0034217 -0.00153555 0.00081241
internal_weight=0 119.827 9440.17 1810.61 735.161 348.383 237.413 1075.45 324.328
internal_count=4780 73 4707 885 324 180 149 561 125
is_linear=0
shrinkage=0.06


Tree=318
num_leaves=10
num_cat=0
split_feature=69 0 120 56 101 124 45 126 147
split_gain=0.151588 0.71907 0.739408 0.803236 0.759252 0.786384 0.560794 0.602942 0.562353
threshold=0.0017376682371832433 0.001792412775103003 0.00046126570669002836 0.00080172589514404546 0.013860232196748258 0.00040826165059115743 0.0058306583669036635 0.00047558375808876013 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -8 -4
right_child=1 2 6 -5 -6 -7 7 -9 -10
leaf_value=0.00017422585331290961 0.0010530823045777626 0.00083850372828746212 0.0048407396515839068 0.00037431528321382268 -0.0069605469099662714 -0.0029740214683639629 0.0056641271752294999 0.00065094429722054026 -0.0022365056141262834
leaf_weight=6241.1818150281906 963.61994540691376 265.77013146877289 47.446445107460022 507.38902974128723 122.55109345912933 729.00314652919769 123.63549506664276 286.52266442775726 272.88050067424774
leaf_count=3190 426 129 16 198 95 422 32 132 140
internal_value=0 -0.000327639 -0.000892556 -0.0016054 -0.00250442 -0.00195544 0.000692929 0.00216209 -0.00118823
internal_weight=0 3318.82 2355.2 1624.71 1117.32 994.773 730.485 410.158 320.327
internal_count=4780 1590 1164 844 646 551 320 164 156
is_linear=0
shrinkage=0.06


Tree=319
num_leaves=10
num_cat=0
split_feature=133 25 31 69 105 78 128 97 67
split_gain=0.146627 0.42646 0.583258 0.414813 0.195402 0.611682 0.635238 0.989141 0.599671
threshold=0.044033329933881767 0.022641776129603389 0.00017767510871635753 0.00073092587990686308 0.0060143163427710542 0.0068083447404205808 0.0048403022810816774 0.0014427106943912806 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 8 -7 -8 -6
right_child=1 -3 -4 -5 5 6 7 -9 -10
leaf_value=9.6416305239323407e-05 -0.0019888314885595018 0.0049429024755316391 -0.0063219788881985753 0.0049717205917807128 -0.0022536022160298823 0.00085472547888731086 7.3197242783409815e-05 -0.012086400763295648 0.0056938078417379072
leaf_weight=7501.3395080566406 56.991223454475403 83.202990055084229 43.156201481819153 67.12641716003418 732.22082924842834 932.06905567646027 71.802377223968506 36.238690495491028 35.852974057197571
leaf_count=3850 34 22 32 23 410 340 27 31 11
internal_value=0 0.00143255 -0.000313526 0.00177564 -3.85433e-05 -0.00059843 0.000349889 -0.00400533 -0.00188262
internal_weight=0 250.477 167.274 124.118 9309.52 1808.18 1040.11 108.041 768.074
internal_count=4780 111 89 57 4669 819 398 58 421
is_linear=0
shrinkage=0.06


Tree=320
num_leaves=10
num_cat=0
split_feature=45 102 5 46 15 21 42 30 43
split_gain=0.144791 0.50275 0.490868 0.449206 0.606719 0.729301 0.562431 0.611201 0.669948
threshold=0.010180860292166473 0.00073092587990686308 0.010829726699739696 0.0013560238294303419 0.0087224207818508166 0.0056525857653468856 0.017724351026117805 0.00064626874518580746 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 7 8 -3
right_child=1 3 -4 4 5 -7 -8 -9 -10
leaf_value=0.00011347723164849246 -0.0046996308940718259 -0.00013221757808855883 0.0028373415885267041 0.0012083882954293679 -0.004071274858913362 -8.3059315595955218e-05 -0.0010710695845882066 -0.00092053296340861867 0.0063407098530394342
leaf_weight=7733.5455791950226 165.90015316009521 85.830257415771484 38.287383198738098 321.01379024982452 313.30116498470306 348.86485171318054 255.33380973339081 123.14150881767273 174.78176844120026
leaf_count=3729 137 39 18 132 209 205 184 66 61
internal_value=0 -0.000480483 -0.00328637 -0.000127319 -0.000932284 -0.00197007 0.00111105 0.00256294 0.00420891
internal_weight=0 1826.45 204.188 1622.27 983.18 662.166 639.087 383.754 260.612
internal_count=4780 1051 155 896 546 414 350 166 100
is_linear=0
shrinkage=0.06


Tree=321
num_leaves=10
num_cat=0
split_feature=118 92 104 119 46 56 143 68 46
split_gain=0.147898 0.419853 0.822573 0.908458 0.423372 0.587821 0.37635 0.524 0.798223
threshold=0.00064626874518580746 0.055838862434029586 0.015200819820165636 0.0003614811430452392 0.059226244688034065 0.0005375427135732026 0.0014881226234138014 0.0014881226234138014 0.029773407615721229
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -6 -2 -8 -9
right_child=1 2 -4 -5 5 -7 7 8 -10
leaf_value=0.00023747503785974197 0.0011876342650004416 -0.0063005832269620787 0.0067130143778467953 0.0022896942894149947 -0.0059543069643284265 0.0040496674363071396 0.0007585353877356362 -0.00047578391449033071 -0.004382369110483013
leaf_weight=4750.1189920902252 720.25348246097565 185.48369610309601 34.683984041213989 89.1443692445755 44.325191497802734 40.432505011558533 1139.3778456449509 2351.4986782073975 204.68152260780334
leaf_count=2480 326 139 10 32 33 10 478 1151 121
internal_value=0 -0.000234524 -0.00211104 -0.00296264 -0.00469522 -0.00118205 -6.70633e-05 -0.0003116 -0.000788597
internal_weight=0 4809.88 394.07 359.386 270.241 84.7577 4415.81 3695.56 2556.18
internal_count=4780 2300 224 214 182 43 2076 1750 1272
is_linear=0
shrinkage=0.06


Tree=322
num_leaves=10
num_cat=0
split_feature=23 85 26 102 10 18 118 81 52
split_gain=0.149104 0.435178 0.363869 0.358762 0.659274 0.691964 0.657782 1.0746 0.632159
threshold=0.0049928687512874612 0.029773407615721229 0.0031340263085439806 0.00052132029668428015 0.004017772153019906 0.0031340263085439806 0.00064626874518580746 0.0025217677466571335 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 8 -8 -5
right_child=1 -3 -4 4 5 -7 7 -9 -10
leaf_value=-0.00033275059012934701 -0.0007538835833082112 0.0034488918693444631 -0.0027977243687269679 0.0059967667707181115 -0.00062487034072632088 0.0015745094813592801 -0.0049907802055330639 0.0010201408305703422 0.0017542376895752891
leaf_weight=3216.7069226503372 1217.6646546125412 142.33933532238007 152.84840476512909 159.68132734298706 2358.9710824489594 658.79099786281586 121.09281611442566 924.56112933158875 607.34359645843506
leaf_count=1601 722 48 116 53 1300 239 79 368 254
internal_value=0 0.000168739 9.3445e-05 0.000166511 0.000398525 -0.000144736 0.00130295 0.000324041 0.00263746
internal_weight=0 6343.29 6200.95 6048.11 4830.44 3017.76 1812.68 1045.65 767.025
internal_count=4780 3179 3131 3015 2293 1539 754 447 307
is_linear=0
shrinkage=0.06


Tree=323
num_leaves=10
num_cat=0
split_feature=53 141 61 23 33 27 30 8 21
split_gain=0.146317 0.382679 0.55364 0.541722 0.509756 0.431154 0.246131 0.191489 0.433582
threshold=0.059226244688034065 0.00085274505545385193 0.0048403022810816774 0.030689206905663017 0.0032328735105693345 0.00017767510871635753 0.00017767510871635753 0.0015833032084628942 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 6 4 5 -3 -2 8 -1
right_child=1 3 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.00012673698733792476 0.0026290011313490533 0.0043062085544993923 -0.0015625109774666697 -0.0034488373414913302 0.0069704279887280703 -0.0037197916754910859 0.0080392343961090545 0.00010145480024210898 -0.0016190945673671821
leaf_weight=1331.080367565155 56.894794344902039 40.528934121131897 59.329203486442566 116.80257248878479 49.687996029853821 59.42563259601593 64.692008018493652 6949.2023447751999 832.35641348361969
leaf_count=701 29 15 36 95 13 41 16 3299 535
internal_value=0 0.00105941 0.00318904 -0.000386614 0.00200359 -0.000465461 0.00550759 -5.20087e-05 -0.000544951
internal_weight=0 447.361 180.916 266.445 149.643 99.9546 121.587 9112.64 2163.44
internal_count=4780 245 81 164 69 56 45 4535 1236
is_linear=0
shrinkage=0.06


Tree=324
num_leaves=10
num_cat=0
split_feature=61 46 50 15 127 13 125 10 79
split_gain=0.153628 0.397212 0.484281 0.604604 0.468908 0.487033 0.602773 0.419899 0.463804
threshold=0.0042751494329422721 0.00244467705488205 0.0013986918493174019 0.0011261500185355546 0.0036604277556762104 0.00017767510871635753 0.0048403022810816774 0.0045489775948226461 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 -6 -5 -9
right_child=1 4 -4 7 5 -7 -8 8 -10
leaf_value=-0.00014301352919284899 0.0035750134153148851 -0.00099509371729082207 0.0023259878307017845 -0.0065613242542286029 -0.0035255054239491847 0.0035599882811067291 0.0044966193734577754 -0.0027812081462653764 0.0014516196032493861
leaf_weight=7062.9564113616943 123.82835328578949 965.16281116008759 637.05049240589142 46.663171529769897 104.91981410980225 195.3414431810379 49.687996029853821 174.86635684967041 199.5234169960022
leaf_count=3534 42 506 304 35 75 54 13 125 92
internal_value=0 0.000404518 0.00120276 -0.000110468 -0.000312887 0.00156864 -0.000947348 -0.00119434 -0.000525409
internal_weight=0 2497.04 1181.93 544.881 1315.11 349.949 154.608 421.053 374.39
internal_count=4780 1246 598 294 648 142 88 252 217
is_linear=0
shrinkage=0.06


Tree=325
num_leaves=10
num_cat=0
split_feature=74 61 115 145 74 99 107 144 88
split_gain=0.158301 0.471223 0.418831 0.452239 0.417493 0.721391 1.00959 0.897785 0.563483
threshold=0.0020932231564074759 0.0005375427135732026 0.015675474889576439 0.00093549740267917525 0.00064626874518580746 0.00085274505545385193 0.004017772153019906 0.0062037324532866487 0.018276390619575981
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 6 -6 -7 -9
right_child=1 -3 3 -5 5 7 -8 8 -10
leaf_value=-9.0651481068646409e-05 0.0007201084396737229 -0.00018411580159949278 -0.011884183871195605 -0.0030630044029152596 0.0042438294675890458 0.0011062099922614544 -0.0041017407119084666 -0.007172246007413772 -0.00037175849372029401
leaf_weight=7446.7708530426025 44.035904169082642 756.20288562774658 33.900710463523865 54.65324342250824 372.26833343505859 616.02051281929016 60.691051721572876 87.384963870048523 88.071808338165283
leaf_count=3882 18 342 29 32 107 227 47 60 36
internal_value=0 -0.000762612 -0.00406196 -0.00643998 7.81672e-05 0.00110489 0.00307397 2.77458e-05 -0.00375869
internal_weight=0 888.793 132.59 88.554 8671.21 1224.44 432.959 791.477 175.457
internal_count=4780 421 79 61 4359 477 154 323 96
is_linear=0
shrinkage=0.06


Tree=326
num_leaves=10
num_cat=0
split_feature=95 35 21 0 102 96 121 87 34
split_gain=0.147423 0.418123 0.798251 0.492867 0.698865 0.507947 0.609834 0.617894 0.44331
threshold=0.011169348377734424 0.00017767510871635753 0.0022975050378590827 0.0015833032084628942 0.00017767510871635753 0.0062037324532866487 0.016164712607860569 0.016164712607860569 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 7 8 -6
right_child=1 3 -4 4 5 -7 -8 -9 -10
leaf_value=8.0647535060377504e-05 -0.00203130263398412 -0.0047752762924800031 0.0072966886479063596 0.0040497448365949427 -0.0027160457801407192 0.0013952433523557002 0.0044704320590590145 0.0036082319270459989 -0.0075956974341671174
leaf_weight=8557.4297752380371 68.681123614311218 117.77870428562164 63.619447112083435 100.73784029483795 297.62214922904968 179.65058672428131 42.86691415309906 45.108465075492859 86.505261182785034
leaf_count=4242 44 86 20 37 171 75 17 14 74
internal_value=0 -0.000688366 0.00245425 -0.00116611 -0.000601215 -0.00132009 -0.00235336 -0.00303484 -0.00381494
internal_weight=0 1002.57 132.301 870.27 752.491 651.753 472.103 429.236 384.127
internal_count=4780 538 64 474 388 351 276 259 245
is_linear=0
shrinkage=0.06


Tree=327
num_leaves=10
num_cat=0
split_feature=75 123 88 89 4 12 115 95 14
split_gain=0.15169 0.417263 0.515706 0.494098 0.431729 0.393587 0.392566 0.502345 0.512062
threshold=0.0015349716995842757 0.0026833302108570938 0.064669914543628707 0.00096484774257987748 0.0049928687512874612 0.0016846025246195497 0.059226244688034065 0.020658296532928947 0.0013560238294303419
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 -5 7 8 -2
right_child=6 2 -4 5 -6 -7 -8 -9 -10
leaf_value=0.00024980977469578575 -0.00070227585218491382 -0.0043123281063532264 0.0045457634285212779 -1.7953947096429839e-05 0.0037226985241668262 0.0045670016002291652 -0.0020717341029471504 -0.0027491590503210751 0.00052978901501718478
leaf_weight=3259.6110624074936 1958.8990503549576 181.00059425830841 35.852974057197571 107.94463860988617 27.766473054885864 179.45772850513458 374.69090187549591 239.55836486816406 3195.2184789180756
leaf_count=1918 884 145 11 53 9 65 173 141 1381
internal_value=0 0.000294791 -0.00210199 0.000460085 -0.00324365 0.00284495 -0.000193771 -6.33112e-05 6.15244e-05
internal_weight=0 3791.63 244.62 3547.01 208.767 287.402 5768.37 5393.68 5154.12
internal_count=4780 2201 165 2036 154 118 2579 2406 2265
is_linear=0
shrinkage=0.06


Tree=328
num_leaves=10
num_cat=0
split_feature=78 65 0 150 46 76 9 69 93
split_gain=0.141807 0.405489 0.448505 0.394357 0.463552 0.500298 0.427334 0.400533 0.38809
threshold=0.00068727668258361529 0.10820819064974786 0.00087947337306104611 0.00017767510871635753 0.01884530205279589 0.00040826165059115743 0.00073092587990686308 0.00085274505545385193 0.016668972559273246
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 8 7 -7 -5
right_child=-2 -3 3 4 -6 6 -8 -9 -10
leaf_value=-0.00079396702828095117 -9.5901519713525513e-05 0.0065608353948250894 0.0058548766738407716 -0.0034043624099194523 0.0041600063523505185 0.00048020763329975944 -0.0042551513091239829 0.0052092416705597968 0.0017609735871298915
leaf_weight=628.3498946428299 8155.3936388492584 39.359944105148315 64.884866237640381 170.38325500488281 130.93872249126434 137.26581811904907 36.238690495491028 121.58680236339569 75.598634600639343
leaf_count=449 3903 14 26 131 53 83 31 45 45
internal_value=0 0.000556821 0.000383726 0.00138794 0.000956645 0.000181437 0.00184719 0.0027015 -0.00181688
internal_weight=0 1404.61 1365.25 736.897 672.012 541.073 295.091 258.853 245.982
internal_count=4780 877 863 414 388 335 159 128 176
is_linear=0
shrinkage=0.06


Tree=329
num_leaves=10
num_cat=0
split_feature=45 116 47 106 122 101 55 89 138
split_gain=0.144662 0.633558 0.639388 0.635319 0.566251 0.495234 0.483098 0.599799 0.716521
threshold=0.0051502294372767219 0.010829726699739696 0.0027679565828293566 0.0022272822679951791 0.007706565549597145 0.00017767510871635753 0.00099512818269431613 0.00043393640953581786 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -5 7 8 -4
right_child=-2 3 4 5 -6 -7 -8 -9 -10
leaf_value=7.5179244821750742e-05 0.00030017762295035281 -0.00082541825766067401 -0.0018155528026659702 -0.00085835379148748673 -0.0092853792131045547 0.0036471661695260185 0.0013228364898999797 -0.0036619559476103688 0.0014468741610075715
leaf_weight=3291.1602486371994 3602.0033230781555 298.01970636844635 874.72934138774872 112.52416956424713 31.562730431556702 400.13123559951782 241.02848291397095 373.60650026798248 335.23452866077423
leaf_count=1527 1847 132 586 52 27 121 98 236 154
internal_value=0 -0.000181477 -0.00042702 0.00137758 -0.00131747 0.00265824 -0.00117964 -0.00156053 -0.00091166
internal_weight=0 5958 5147.32 810.675 1856.16 512.655 1824.6 1583.57 1209.96
internal_count=4780 2933 2628 305 1101 173 1074 976 740
is_linear=0
shrinkage=0.06


Tree=330
num_leaves=10
num_cat=0
split_feature=128 45 9 93 108 11 13 143 17
split_gain=0.141411 0.486829 0.556813 0.428471 0.500869 0.588198 0.65016 0.798825 0.59813
threshold=0.0070226341485977182 0.014293605927377941 0.0015349716995842757 0.0033348383149132137 0.011169348377734424 0.0035485138650983576 0.0068083447404205808 0.028020657598972324 0.0087224207818508166
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=0.00010811618816041461 -0.00028803023619061133 -0.0061756426895545023 -0.0063881873003664991 0.0021239731508706622 0.0027775354663083962 -0.010060418881162879 0.0024902298571114322 0.00032326486245876009 0.00022541768400410452
leaf_weight=7839.2131447792053 973.06829464435577 52.604550719261169 52.604550719261169 258.37047493457794 146.03916358947754 100.43671226501465 49.687996029853821 62.450457096099854 25.524922132492065
leaf_count=3962 439 45 45 103 61 81 13 19 12
internal_value=0 -0.000492534 -0.000313322 -0.00011552 -0.00054185 -0.000942092 -0.00361511 -0.00522521 -0.00797609
internal_weight=0 1720.79 1668.18 1615.58 1357.21 1211.17 238.1 188.412 125.962
internal_count=4780 818 773 728 625 564 125 112 93
is_linear=0
shrinkage=0.06


Tree=331
num_leaves=10
num_cat=0
split_feature=74 85 125 97 149 121 58 61 78
split_gain=0.141546 0.414772 0.574576 0.577439 0.391423 0.42329 0.585003 0.404926 0.361868
threshold=0.0020932231564074759 0.0022272822679951791 0.00090704852482303988 0.012636432424187662 0.0035485138650983576 0.00039601318712811922 0.0027679565828293566 0.0019071503775194289 0.010500331409275534
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 3 -3 5 7 -7 -4 -2
right_child=1 2 4 -5 -6 6 -8 -9 -10
leaf_value=7.3914923357775112e-05 -0.0014714719405736177 -0.0059765932948584437 -0.0013900878894634208 0.00097909313868681561 0.004805155536512503 -0.0091187899733267772 0.0015366719678396009 0.0021935539318156854 -0.009066429701962312
leaf_weight=8671.207523226738 56.991223454475403 109.69220328330994 192.60590600967407 70.633387207984924 70.53695809841156 39.745660543441772 34.780413150787354 276.3993114233017 37.407680511474609
leaf_count=4359 34 84 91 26 21 34 15 84 32
internal_value=0 -0.000721126 -0.000274318 -0.00325206 0.000600116 5.44061e-05 -0.00414602 0.000721863 -0.00448114
internal_weight=0 888.793 794.394 180.326 614.068 543.531 74.5261 469.005 94.3989
internal_count=4780 421 355 110 245 224 49 175 66
is_linear=0
shrinkage=0.06


Tree=332
num_leaves=10
num_cat=0
split_feature=88 0 92 46 128 82 82 84 138
split_gain=0.13562 0.344383 0.6527 0.650627 0.594355 0.513782 0.359828 0.594891 0.333374
threshold=0.018276390619575981 0.0038949446752667431 0.0034400182776153092 0.0062037324532866487 0.012636432424187662 0.00062670491752214741 0.0070226341485977182 0.00093549740267917525 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 4 6 -4 -2 -6 7 -3 -1
right_child=1 2 3 -5 5 -7 -8 -9 -10
leaf_value=0.00016024297256529441 0.0025589022581024774 -0.0030443895099131822 -0.00043249799309321411 -0.0076515391898577733 -0.0043709839979686376 0.0020024471855361204 0.0048322644965357146 0.0020771048206694484 -0.00067074454839030878
leaf_weight=5797.496820807457 502.13449501991272 134.73497986793518 107.84820950031281 77.056911945343018 98.785576701164246 84.468409180641174 68.198978066444397 207.22420156002045 2482.0516842603683
leaf_count=3076 164 71 48 61 55 28 19 74 1184
internal_value=0 0.000574652 -0.000481381 -0.00344094 0.00149151 -0.00143324 0.000852832 5.91902e-05 -8.88713e-05
internal_weight=0 1280.45 595.063 184.905 685.388 183.254 410.158 341.959 8279.55
internal_count=4780 520 273 109 247 83 164 145 4260
is_linear=0
shrinkage=0.06


Tree=333
num_leaves=10
num_cat=0
split_feature=139 31 139 56 34 57 7 88 20
split_gain=0.140084 0.330339 0.273391 0.52503 0.605029 0.232812 0.206075 0.712943 0.459491
threshold=0.0032328735105693345 0.00070876078098081063 0.0026833302108570938 0.0038949446752667431 0.0015833032084628942 0.010180860292166473 0.0072436286136507997 0.00039601318712811922 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 -1 -8 -9
right_child=1 -3 -4 4 -6 -7 7 8 -10
leaf_value=0.00010399128495145387 -0.0016935712437723851 0.0028385558610240407 -0.0045723063737882798 0.0027728303914007148 -0.0078880281075157828 0.0028210649939164221 -0.0071557267470882648 -0.00011119159950006684 -0.0056999146616308772
leaf_weight=7936.0346171855927 85.830257415771484 177.90302205085754 47.63930332660675 27.766473054885864 61.860041737556458 106.29350304603577 59.522061705589294 1001.2323248386383 55.918662548065186
leaf_count=4094 39 44 26 9 48 27 46 409 38
internal_value=0 0.0013636 -3.86852e-05 -1.53327e-05 -0.00458527 2.9387e-05 -3.39185e-06 -0.000766548 -0.000406811
internal_weight=0 263.733 9296.27 9248.63 89.6265 9159 9052.71 1116.67 1057.15
internal_count=4780 83 4697 4671 57 4614 4587 493 447
is_linear=0
shrinkage=0.06


Tree=334
num_leaves=10
num_cat=0
split_feature=101 109 55 113 18 65 1 142 9
split_gain=0.131657 0.522782 0.639891 0.613593 0.733833 0.646238 0.48939 0.536807 0.481847
threshold=0.0060143163427710542 0.0051502294372767219 0.00066645268816500913 0.0014881226234138014 0.0037758676335215573 0.00017767510871635753 0.0063990866765379914 0.0020932231564074759 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 7 -2 -9
right_child=1 -3 -4 5 -6 -7 -8 8 -10
leaf_value=-0.00011209341234292696 -0.0045988080099306928 0.0012923160403609103 -0.0068313002688269054 0.00043535929541579736 0.0036429849831759249 -0.0064257749532168479 -0.0058362050291177799 -0.0019444556955076678 0.0036013375574774314
leaf_weight=7627.0236958265305 67.704991817474365 1109.5626798868179 57.087652564048767 95.278606653213501 203.42794418334961 102.67826318740845 59.42563259601593 91.964494824409485 145.84630537033081
leaf_count=3869 53 482 39 52 56 78 41 59 51
internal_value=0 0.000442292 -0.000703129 -0.00024661 0.00075536 -0.00312344 -0.000854278 0.000114752 0.00145671
internal_weight=0 1932.98 823.414 766.326 568.369 197.957 364.941 305.516 237.811
internal_count=4780 911 429 390 260 130 204 163 110
is_linear=0
shrinkage=0.06


Tree=335
num_leaves=10
num_cat=0
split_feature=76 101 81 39 118 13 125 149 143
split_gain=0.131507 0.700097 0.525578 0.648915 0.565301 0.477611 0.443725 0.699054 0.869937
threshold=0.0005375427135732026 0.0060143163427710542 0.0044099434744566688 0.0012745757703669371 0.00057154725072905432 0.0005375427135732026 0.0036604277556762104 0.0013986918493174019 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 -4 -5 -2 -8 -9
right_child=1 2 4 5 -6 -7 7 8 -10
leaf_value=0.00011741708511724717 -0.0005279092573871356 0.0024391042135261487 0.0068566879159220745 -0.0074245555055488001 0.0010561266288893029 0.0011399884039321503 -0.0067824984026072441 0.0015677121893200724 -0.0073859401442900848
leaf_weight=7478.1034996509552 1303.8806284666061 120.7070996761322 105.12451303005219 60.691051721572876 142.43576443195343 38.190954089164734 114.2717342376709 142.82148087024689 53.773540735244751
leaf_count=3599 781 59 26 47 53 13 83 73 46
internal_value=0 -0.000421758 0.00162386 -0.000513002 0.00351929 -0.00411669 -0.00101356 -0.00305055 -0.00088133
internal_weight=0 2081.9 467.149 219.589 247.56 98.882 1614.75 310.867 196.595
internal_count=4780 1181 198 119 79 60 983 202 119
is_linear=0
shrinkage=0.06


Tree=336
num_leaves=10
num_cat=0
split_feature=59 29 31 43 82 102 141 133 102
split_gain=0.136589 0.388117 0.404928 0.312587 0.774645 0.734727 1.02041 0.745312 0.719625
threshold=0.0022975050378590827 0.00057154725072905432 0.0046923852059990176 0.0011261500185355546 0.0070226341485977182 0.00017767510871635753 0.016668972559273246 0.00080172589514404546 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -3 -7
right_child=1 3 -4 -5 -6 8 -8 -9 -10
leaf_value=0.00027794600866430289 -0.0067472053509598593 0.0024383861439269349 0.0012152055088693083 -0.00068278792179004893 0.0047863425958105839 0.0022655789954742537 0.002682353500717792 -0.0054353524110286886 -8.074085791779097e-05
leaf_weight=3820.9901725053787 64.101592659950256 52.218834280967712 35.852974057197571 2176.5967992544174 129.57687425613403 589.71231710910797 108.72791218757629 252.80297148227692 2329.4198191165924
leaf_count=2054 45 25 11 1203 42 234 34 172 960
internal_value=0 -0.000185054 -0.00389115 -0.000119362 0.000234822 5.78669e-05 -0.00230839 -0.00408739 0.000393254
internal_weight=0 5739.01 99.9546 5639.06 3462.46 3332.88 413.75 305.022 2919.13
internal_count=4780 2726 56 2670 1467 1425 231 197 1194
is_linear=0
shrinkage=0.06


Tree=337
num_leaves=10
num_cat=0
split_feature=97 12 35 19 68 105 25 25 95
split_gain=0.131632 0.409885 0.624352 0.575248 0.997293 0.662169 0.66895 0.541526 0.762657
threshold=0.00017767510871635753 0.00075379351619631063 0.0095705352723598498 0.010180860292166473 0.0017376682371832433 0.0025217677466571335 0.0068083447404205808 0.00042089859198313212 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 -5 -6 -7 8 -3
right_child=1 3 -4 4 5 6 -8 -9 -10
leaf_value=-0.00020615535530871127 0.0010136544856543638 -0.0088628389988574668 0.0071579174133312709 -0.0046272021611409421 -0.0031369561193861496 0.0020356741408874002 -0.0046359629510209568 0.00066447332094920185 -0.00058494925154419278
leaf_weight=5146.9851821660995 468.80051851272583 50.266570687294006 68.198978066444397 239.36550664901733 183.54327321052551 396.91355288028717 62.643315315246582 2745.8086451292038 197.47472429275513
leaf_count=2849 224 43 19 131 98 133 29 1149 105
internal_value=0 0.000240443 0.00179398 2.52099e-05 -0.00132105 -9.04877e-05 0.00112625 0.000422074 -0.00226453
internal_weight=0 4413.02 536.999 3876.02 882.466 643.1 459.557 2993.55 247.741
internal_count=4780 1931 243 1688 391 260 162 1297 148
is_linear=0
shrinkage=0.06


Tree=338
num_leaves=10
num_cat=0
split_feature=45 104 56 130 147 1 19 140 59
split_gain=0.14008 0.633953 0.39148 1.318 0.497018 0.467815 0.435139 0.316589 0.313664
threshold=0.000490355829242617 0.0033348383149132137 0.00017767510871635753 0.00096484774257987748 0.0062037324532866487 0.0032328735105693345 0.010180860292166473 0.0019672545604407792 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 7 6 -1 -4 -6
right_child=-2 -3 3 -5 8 -7 -8 -9 -10
leaf_value=0.00062319285380766449 -8.972042092266268e-05 0.0057647118441724035 0.00060283701021140784 0.0028289457243777932 -0.0032120673684499037 0.0031636061540401602 -0.0046725185937806458 -0.005881524762789061 -0.010028545875111523
leaf_weight=496.85627889633179 8294.2750704288483 79.792449116706848 76.478337287902832 158.31947910785675 39.552802324295044 246.77700388431549 62.932602643966675 41.987211465835571 63.029031753540039
leaf_count=248 4189 24 31 42 24 98 44 31 49
internal_value=0 0.000587936 0.00023963 -0.00134989 -0.00434287 0.000987258 2.78382e-05 -0.00169539 -0.00740029
internal_weight=0 1265.73 1185.93 379.367 221.047 806.566 559.789 118.466 102.582
internal_count=4780 591 567 177 135 390 292 62 73
is_linear=0
shrinkage=0.06


Tree=339
num_leaves=10
num_cat=0
split_feature=127 122 26 34 8 47 79 100 131
split_gain=0.135206 0.454609 0.705939 0.432216 0.492211 0.608522 0.579933 0.537832 0.577399
threshold=0.00039601318712811922 0.0022975050378590827 0.0022975050378590827 0.00055427959887310873 0.010829726699739696 0.0098710241727530974 0.0011261500185355546 0.0079489401541650313 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 7 -6 -7 -5 -9
right_child=1 2 -4 4 5 6 -8 8 -10
leaf_value=0.00019472367119002129 -0.002752857127574481 -0.0035458034845983668 0.0037768491977662197 -0.0007516887114532092 0.0003343692982593829 0.0083369796093404093 0.0019112562064106692 -0.00010601692327475835 0.0036742343860176009
leaf_weight=5479.3623596429825 204.18753635883331 288.75237464904785 56.70193612575531 2113.5796082019806 552.97964036464691 75.020059943199158 155.1017963886261 408.38691341876984 225.92804181575775
leaf_count=2676 155 188 19 1095 237 15 54 251 90
internal_value=0 -0.000261469 -0.00234388 -6.8874e-05 8.63332e-05 0.00141333 0.00400605 -0.000291837 0.00124042
internal_weight=0 4080.64 345.454 3735.18 3531 783.101 230.122 2747.89 634.315
internal_count=4780 2104 207 1897 1742 306 69 1436 341
is_linear=0
shrinkage=0.06


Tree=340
num_leaves=10
num_cat=0
split_feature=69 101 69 28 61 10 132 36 24
split_gain=0.139751 0.439026 0.519142 0.707154 0.60738 0.701261 0.601424 0.473046 0.560443
threshold=0.0017376682371832433 0.0072436286136507997 0.0005375427135732026 0.0010918468469753864 0.00244467705488205 0.00050559637020342063 0.00017767510871635753 0.001792412775103003 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7 8 -5
right_child=-2 2 3 7 -6 6 -8 -9 -10
leaf_value=-4.4560086816929412e-05 -0.00031458713560420008 0.0016862227850209122 0.0047146267837875674 0.0016204901436116883 0.0026196402775550093 -0.001995541497896419 -0.009982808769738406 0.0032370654900864722 -0.0086391298305436241
leaf_weight=5301.6285144090652 3318.8184518814087 135.71111166477203 275.32675051689148 37.021964073181152 207.41705977916718 132.78271627426147 45.59061062335968 65.957427144050598 39.745660543441772
leaf_count=2760 1590 62 88 12 84 89 39 22 34
internal_value=0 0.000167285 0.00136267 0.00293791 9.99067e-05 -0.00156409 -0.00403701 -0.000489512 -0.00369132
internal_weight=0 6241.18 939.553 418.052 521.501 314.084 178.373 142.725 76.7676
internal_count=4780 3190 430 156 274 190 128 68 46
is_linear=0
shrinkage=0.06


Tree=341
num_leaves=10
num_cat=0
split_feature=45 104 23 18 84 113 113 73 115
split_gain=0.128085 0.556742 0.328475 0.717905 0.740518 0.510364 0.47072 0.461914 0.72781
threshold=0.000490355829242617 0.0033348383149132137 0.0044099434744566688 0.0066005610860884198 0.00040826165059115743 0.0020932231564074759 0.0034400182776153092 0.00042089859198313212 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2 -7 -4 -9
right_child=2 -3 7 4 -6 6 -8 8 -10
leaf_value=0.00023579214877362942 -0.00093726531188772317 0.0054134940934151606 -0.00080141041462631908 -0.0010808608426480066 -0.0075438704683675984 0.0035953423727324799 -0.00027869736915235376 0.0012518458933257191 -0.00023392639053828514
leaf_weight=1185.9327473640442 1252.9508947134018 79.792449116706848 1481.2778235673904 159.97061467170715 106.18523323535919 199.2341296672821 260.60018515586853 2093.8268884420395 2740.2293009757996
leaf_count=567 644 24 918 68 81 77 159 965 1277
internal_value=0 0.000562199 -8.57929e-05 -0.000760313 -0.00365934 -0.000309823 0.00139982 0.000125571 0.000409622
internal_weight=0 1265.73 8294.28 1978.94 266.156 1712.79 459.834 6315.33 4834.06
internal_count=4780 591 4189 1029 149 880 236 3160 2242
is_linear=0
shrinkage=0.06


Tree=342
num_leaves=10
num_cat=0
split_feature=63 20 46 9 44 141 43 146 36
split_gain=0.128935 0.461122 0.394665 0.348767 0.327432 0.390019 0.391236 0.244516 1.06264
threshold=0.014740333426743748 0.0092791137285530585 0.0010918468469753864 0.0011261500185355546 0.0020932231564074759 0.0049928687512874612 0.0014881226234138014 0.021960759535431865 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 -6 -7 -1 -9
right_child=1 -3 4 -5 5 6 -8 8 -10
leaf_value=3.2038464545829762e-05 0.00023122665713321442 0.0061692888955620622 0.0016117810414488904 0.0066832876704379001 -0.0058051784110330603 -0.003225044518534509 0.0041011219179201003 -0.0026793864514544547 0.0032012780052892787
leaf_weight=8491.2676491737366 66.150285363197327 54.267526984214783 115.83828139305115 55.436517000198364 74.526073694229126 62.739744424819946 45.108465075492859 447.74685752391815 146.91886627674103
leaf_count=4269 32 12 45 13 49 34 14 265 47
internal_value=0 0.000964656 0.000291853 0.00317299 -0.000882841 -0.00246735 -0.000160811 -5.03318e-05 -0.0012265
internal_weight=0 474.067 419.799 121.587 298.213 182.374 107.848 9085.93 594.666
internal_count=4780 199 187 45 142 97 48 4581 312
is_linear=0
shrinkage=0.06


Tree=343
num_leaves=10
num_cat=0
split_feature=135 70 1 115 109 141 94 71 5
split_gain=0.134813 0.355377 0.437292 0.68989 0.376602 0.676654 0.631456 0.622026 0.997386
threshold=0.00057154725072905432 0.00017767510871635753 0.016164712607860569 0.04273676127195359 0.01884530205279589 0.0011980500421486797 0.0054799309000372895 0.0092791137285530585 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 7 8 -7
right_child=1 4 -4 -5 -6 6 -8 -9 -10
leaf_value=0.00019764597179858278 -0.0031789526844688723 0.0010251441923459688 0.0028208931280053373 0.0035780415370401789 0.0011217964708456181 -0.0018557683529724016 0.0004238137428478557 -0.00063150222455037432 -0.0078519750491081019
leaf_weight=5402.7030048370361 421.82437825202942 872.33045434951782 68.295407176017761 62.450457096099854 785.90978157520294 398.456418633461 720.54276978969574 694.22273337841034 133.2648618221283
leaf_count=2576 292 402 24 19 392 213 341 407 114
internal_value=0 -0.000256855 -0.00167373 -0.00230759 -3.9661e-05 -0.000363485 -0.000985808 -0.00181431 -0.00335859
internal_weight=0 4157.3 552.57 484.275 3604.73 2818.82 1946.49 1225.94 531.721
internal_count=4780 2204 335 311 1869 1477 1075 734 327
is_linear=0
shrinkage=0.06


Tree=344
num_leaves=10
num_cat=0
split_feature=53 70 117 4 33 49 51 109 61
split_gain=0.131825 0.362429 0.341949 0.659303 0.372076 0.313177 0.316668 0.23094 0.199482
threshold=0.059226244688034065 0.00017767510871635753 0.0023699469165876512 0.0032328735105693345 0.0027679565828293566 0.00064626874518580746 0.0015833032084628942 0.013032016810029747 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -4 -5 6 -3 -8 -1
right_child=1 5 3 4 -6 -7 7 -9 -10
leaf_value=-0.00021243970802993148 -0.0018133625240081155 -0.0052897976213429317 0.0063580992473160564 -0.0036686827344574718 0.0041886273038033821 0.0040524609266146053 0.0033622532820208519 -0.0031860453716058552 0.00043389063439715951
leaf_weight=6813.4557110071182 54.846101641654968 67.801420927047729 122.65936326980591 52.411692500114441 37.021964073181152 34.683984041213989 41.697924137115479 36.238690495491028 2299.1834148168564
leaf_count=3414 42 58 41 35 12 10 16 31 1121
internal_value=0 0.00100557 0.00240959 0.00350162 -0.00041607 -0.00107171 -0.0022912 0.000317449 -4.9366e-05
internal_weight=0 447.361 266.939 212.093 89.4337 180.422 145.738 77.9366 9112.64
internal_count=4780 245 130 88 47 115 105 47 4535
is_linear=0
shrinkage=0.06


Tree=345
num_leaves=10
num_cat=0
split_feature=69 69 91 39 89 82 8 70 147
split_gain=0.125189 0.412071 0.726307 0.788647 0.996405 0.421126 0.593102 0.620105 0.537548
threshold=0.0017376682371832433 0.00085274505545385193 0.0058306583669036635 0.0087224207818508166 0.00047558375808876013 0.00085274505545385193 0.0015833032084628942 0.0005375427135732026 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 7 -7 -8
right_child=-2 2 -4 4 -6 6 8 -9 -10
leaf_value=-8.1942237351928363e-05 -0.00029774680402465544 0.0003931658068163383 -0.0029058344748767503 0.00056512929455866082 -0.01010453055102826 0.0032212483406322515 0.00079107305515496034 -0.0067532061188321502 0.0050709626201151823
leaf_weight=5021.5293747186661 3318.8184518814087 271.3257942199707 140.77278816699982 126.26276242733002 41.987211465835571 49.687996029853821 142.82148087024689 40.914650559425354 405.87975656986237
leaf_count=2663 1590 119 86 49 31 13 73 35 121
internal_value=0 0.00015833 0.00114758 0.00167647 -0.00209751 0.00237375 0.00321433 -0.00128305 0.00395695
internal_weight=0 6241.18 1219.65 1078.88 168.25 910.63 639.304 90.6026 548.701
internal_count=4780 3190 527 441 80 361 242 48 194
is_linear=0
shrinkage=0.06


Tree=346
num_leaves=10
num_cat=0
split_feature=45 45 68 71 47 40 61 90 147
split_gain=0.132929 0.50886 0.632249 0.566221 0.502739 0.492962 0.403012 0.408518 0.690902
threshold=0.010180860292166473 0.0051502294372767219 0.0020292587578296666 0.0033348383149132137 0.0032328735105693345 0.0011980500421486797 0.012636432424187662 0.00017767510871635753 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -5 7 8 -2
right_child=6 2 -4 5 -6 -7 -8 -9 -10
leaf_value=0.00024693791782541655 0.00016557643779333841 0.0011124640121192473 0.0014372720866503543 0.00062851734662753287 -0.00090905411566664853 -0.0075956101777809931 -0.0028233873695499949 0.0012125779448467027 -0.0032217997777929802
leaf_weight=3876.2930347919464 750.92466950416565 112.42774045467377 1545.3421906232834 39.45637321472168 2081.7039090394974 78.322331070899963 227.47090756893158 543.32659220695496 304.73251843452454
leaf_count=1762 426 47 663 19 1171 67 170 273 182
internal_value=0 0.000108729 0.00100028 -0.0019332 -0.000156962 -0.00484049 -0.000460381 -0.00012422 -0.000812244
internal_weight=0 7733.55 1775.55 230.206 5958 117.779 1826.45 1598.98 1055.66
internal_count=4780 3729 796 133 2933 86 1051 881 608
is_linear=0
shrinkage=0.06


Tree=347
num_leaves=10
num_cat=0
split_feature=76 101 63 81 39 118 13 99 127
split_gain=0.125802 0.57277 0.554622 0.427272 0.538065 0.478023 0.416967 0.333842 0.446418
threshold=0.0005375427135732026 0.0060143163427710542 0.0068083447404205808 0.0044099434744566688 0.0012745757703669371 0.00057154725072905432 0.0005375427135732026 0.010500331409275534 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -3 -5 -6 8 -2
right_child=1 3 -4 5 6 -7 -8 -9 -10
leaf_value=0.00011484184493007509 -0.0011005993407260915 0.0021992425120327384 -0.0049552005287894028 0.006215733038848377 -0.0068611391003844287 0.00088171124716424163 0.0011412201639540635 -0.0036271661595330823 0.0012300314598884348
leaf_weight=7478.1034996509552 945.07344126701355 120.7070996761322 115.44072425365448 105.12451303005219 60.691051721572876 142.43576443195343 38.190954089164734 123.52722525596619 430.70599353313446
leaf_count=3599 597 59 84 26 47 53 13 86 216
internal_value=0 -0.000412508 -0.000947796 0.00143777 -0.000488919 0.00314676 -0.00377041 -0.000639242 -0.000370964
internal_weight=0 2081.9 1614.75 467.149 219.589 247.56 98.882 1499.31 1375.78
internal_count=4780 1181 983 198 119 79 60 899 813
is_linear=0
shrinkage=0.06


Tree=348
num_leaves=10
num_cat=0
split_feature=60 37 50 104 148 25 147 118 81
split_gain=0.129889 0.389448 0.635552 0.525723 0.58516 0.384997 1.11362 0.622095 0.706811
threshold=0.00017767510871635753 0.0020932231564074759 0.0016846025246195497 0.0042751494329422721 0.0045489775948226461 0.0010585968848317864 0.023343417793512348 0.00057154725072905432 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -2 -7 -9
right_child=5 2 -4 4 -6 7 -8 8 -10
leaf_value=0.00051673977306119459 -0.00056742708457390833 -0.0018577857413963675 -0.0040538663577805549 0.0091078577587991871 -6.9455070638952131e-05 0.0013003902417228711 -0.0074235974034082648 -0.0026699565870402322 3.762013491683167e-05
leaf_weight=3137.4812074899673 1656.1678618192673 131.3244389295578 185.38726699352264 43.939475059509277 58.06378436088562 1192.2835243940353 89.915802121162415 399.03499329090118 2666.4019124507904
leaf_count=1666 925 73 134 13 30 479 72 243 1145
internal_value=0 0.000287362 -0.00143139 0.000652254 0.00388381 -0.000170211 -0.00092049 0.000137477 -0.000314831
internal_weight=0 3556.2 418.715 233.328 102.003 6003.8 1746.08 4257.72 3065.44
internal_count=4780 1916 250 116 43 2864 997 1867 1388
is_linear=0
shrinkage=0.06


Tree=349
num_leaves=10
num_cat=0
split_feature=139 31 11 132 86 129 84 79 15
split_gain=0.126876 0.281257 0.165659 0.160405 0.746751 0.782724 0.278085 0.423686 0.550339
threshold=0.0032328735105693345 0.00070876078098081063 0.0014427106943912806 0.0026012937305495147 0.0044099434744566688 0.02636832278221846 0.0019071503775194289 0.012636432424187662 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 6 -6 7 -5 -9
right_child=1 2 -4 4 5 -7 -8 8 -10
leaf_value=7.7067936350342896e-05 -0.0015231977032227706 0.0043976559323969499 0.00073097459580906854 -0.00042114580893605388 -0.010624814124803436 0.0004698531878400938 0.00070384473097275739 -0.0078390917014485029 0.0002628648637677513
leaf_weight=7690.5348731279373 85.830257415771484 93.531041979789734 84.37198007106781 762.04783570766449 52.604550719261169 40.528934121131897 628.38541674613953 67.704991817474365 54.460385203361511
leaf_count=3943 39 21 23 347 45 15 272 53 22
internal_value=0 0.00129773 0.0026587 -3.68164e-05 -0.000582257 -0.00579674 -0.000261191 -0.000947015 -0.0042273
internal_weight=0 263.733 177.903 9296.27 1605.73 93.1335 1512.6 884.213 122.165
internal_count=4780 83 44 4697 754 60 694 422 75
is_linear=0
shrinkage=0.06


Tree=350
num_leaves=10
num_cat=0
split_feature=78 37 37 81 4 143 98 28 80
split_gain=0.122289 0.466699 0.431183 0.397597 0.325423 0.552996 0.473899 0.515473 0.457053
threshold=0.00068727668258361529 0.037906534969806678 0.11766931414604188 0.0058306583669036635 0.0005375427135732026 0.0070226341485977182 0.00017767510871635753 0.00096484774257987748 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 8 6 -6 -8 -1
right_child=2 -3 3 -5 5 -7 7 -9 -10
leaf_value=-0.0011726676012356638 -3.8185084534997642e-05 0.006222495798665093 -0.0064173403215551216 0.0012270937390674265 0.007157753416151106 -0.0011181730233847018 0.0023484952311721421 -0.0042558403174433245 0.005252844587338254
leaf_weight=566.68271112442017 8045.9907228946686 49.784425139427185 72.380951881408691 37.021964073181152 63.619447112083435 254.94809329509735 378.77644658088684 47.928590655326843 42.86691415309906
leaf_count=411 3834 18 57 12 20 164 206 41 17
internal_value=0 0.000517085 -8.90577e-05 -0.00383046 0.000307433 0.0011484 0.00232693 0.00160668 -0.00072079
internal_weight=0 1404.61 8155.39 109.403 1354.82 745.273 490.324 426.705 609.55
internal_count=4780 877 3903 69 859 431 267 247 428
is_linear=0
shrinkage=0.06


Tree=351
num_leaves=10
num_cat=0
split_feature=22 144 5 131 73 89 40 122 127
split_gain=0.125867 0.221461 0.361116 0.327677 0.25962 0.23231 0.239839 0.182541 0.355225
threshold=0.0036604277556762104 0.0053125319536775359 0.0037758676335215573 0.0079489401541650313 0.0023699469165876512 0.00047558375808876013 0.0048403022810816774 0.014740333426743748 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 -5 6 -2 -1 -9
right_child=1 -3 -4 4 -6 -7 -8 8 -10
leaf_value=-1.9957929910001011e-05 -0.0018980922374304343 -0.0022110036318637835 0.0049315016165163792 0.00042884873827826904 -0.0058079390832520743 0.0046910864550502741 0.0031146766613609003 -0.00018177993670020907 -0.007722050014431105
leaf_weight=8995.5235846042633 73.164225459098816 67.319275379180908 86.709960103034973 54.363956093788147 43.059772372245789 70.440528988838196 64.788437128067017 71.89880633354187 32.731720447540283
leaf_count=4543 38 33 25 17 27 16 21 32 28
internal_value=0 0.000968493 0.00151378 0.00054474 -0.00232771 0.00188761 0.000456117 -4.89396e-05 -0.00254061
internal_weight=0 459.846 392.527 305.817 97.4237 208.393 137.953 9100.15 104.631
internal_count=4780 177 144 119 44 75 59 4603 60
is_linear=0
shrinkage=0.06


Tree=352
num_leaves=10
num_cat=0
split_feature=100 20 33 43 89 112 87 142 58
split_gain=0.130713 0.354515 0.476783 0.155659 0.543007 0.384325 0.383051 0.561655 0.467281
threshold=0.060991313308477409 0.00017767510871635753 0.031632266007363803 0.0011261500185355546 0.0015349716995842757 0.0062037324532866487 0.0092791137285530585 0.0070226341485977182 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 6 7 -6 -9
right_child=1 2 -4 4 5 -7 -8 8 -10
leaf_value=0.00014705777873167181 -0.0020673316840553926 0.0001553932238732153 0.0080178263187232254 -0.00070972106170133823 0.0018034735920982583 0.0062866101877156631 0.0059099543804871698 -0.007159707062245068 -4.6663307970543832e-05
leaf_weight=6151.4216455221176 60.594622611999512 62.932602643966675 49.687996029853821 2708.8848136663437 286.4262353181839 52.122405171394348 48.519006013870239 54.749672532081604 84.661267399787903
leaf_count=2828 42 44 13 1619 127 20 12 37 38
internal_value=0 0.00163323 0.00362428 -3.01381e-05 -0.000367042 0.00139614 0.000858775 0.000283254 -0.00284011
internal_weight=0 173.215 112.621 9386.79 3235.36 526.479 474.356 425.837 139.411
internal_count=4780 99 57 4681 1853 234 214 202 75
is_linear=0
shrinkage=0.06


Tree=353
num_leaves=10
num_cat=0
split_feature=106 5 34 127 70 9 52 110 27
split_gain=0.126041 0.429162 0.653607 0.576825 0.726352 0.842955 1.0821 0.713311 0.737307
threshold=0.0019071503775194289 0.000490355829242617 0.013032016810029747 0.00017767510871635753 0.00062670491752214741 0.0015349716995842757 0.0022975050378590827 0.004017772153019906 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6 8 -5
right_child=-2 2 -4 7 5 -7 -8 -9 -10
leaf_value=0.00063743271658884214 0.00017483334755881124 0.0010149691344187414 -0.0040920257787236368 -0.0046548242784242282 0.0012249033985668645 -0.005416417993891429 -0.0049180186014420799 0.0019607805832845336 0.0013058760507997703
leaf_weight=1228.1246577501297 5815.0553524494171 1176.0022525787354 97.713015794754028 366.68898928165436 354.52878427505493 173.60093772411346 145.64160645008087 108.82434129714966 93.820329308509827
leaf_count=549 2973 529 59 235 141 119 100 39 36
internal_value=0 -0.000271477 0.000623186 -0.000732602 -0.00023106 -0.00181412 -0.000563817 -0.00240803 -0.00344044
internal_weight=0 3744.94 1273.72 2471.23 1901.9 673.771 500.17 569.334 460.509
internal_count=4780 1807 588 1219 909 360 241 310 271
is_linear=0
shrinkage=0.06


Tree=354
num_leaves=10
num_cat=0
split_feature=75 126 127 144 94 31 109 74 64
split_gain=0.123667 0.433298 0.465846 0.399031 0.395872 0.375108 0.780465 0.516796 0.439431
threshold=0.017188700847327713 0.0011980500421486797 0.0079489401541650313 0.0023699469165876512 0.0016846025246195497 0.0046923852059990176 0.0017376682371832433 0.00082683752407319855 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 -5
right_child=1 -3 -4 5 -6 -7 7 -9 -10
leaf_value=-7.6024419423012152e-05 -0.0017436979208205073 0.0036218013070135231 0.0041294085132029153 -0.001785484012211639 0.0031923966165951661 0.00078807038985916511 -0.0028014015702134349 -0.0095309393336054579 0.0046438707203138186
leaf_weight=8504.5004150867462 87.09567654132843 148.08785629272461 93.627471089363098 109.11362862586975 178.09588027000427 202.45181238651276 113.78958868980408 64.294450879096985 58.943487048149109
leaf_count=4359 45 48 26 54 54 65 58 55 16
internal_value=0 0.000612553 0.00012145 -0.000339674 0.00157126 -0.00126342 -0.00246331 -0.005231 0.000469515
internal_weight=0 1055.5 907.412 813.785 265.192 548.593 346.141 178.084 168.057
internal_count=4780 421 373 347 99 248 183 113 70
is_linear=0
shrinkage=0.06


Tree=355
num_leaves=10
num_cat=0
split_feature=47 45 133 15 135 55 37 148 50
split_gain=0.119732 0.434477 0.549929 0.464068 0.54205 0.493145 0.424268 0.381424 0.541593
threshold=0.0027679565828293566 0.0022975050378590827 0.044033329933881767 0.0019071503775194289 0.0023699469165876512 0.00099512818269431613 0.11766931414604188 0.054214311763644225 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -3 -9
right_child=1 6 -4 4 -6 -7 -8 8 -10
leaf_value=0.00024925999869210123 0.0011899044991013283 0.00026464478179814003 0.0029902753444438542 -0.0038557959726488534 0.00039505422261227794 0.0010800061725339102 -0.0060007251023609532 -0.0049836293083248473 0.0010248057107981195
leaf_weight=4020.1870765686035 167.27384209632874 4197.3558913469315 99.56885027885437 527.03347969055176 204.48866438865662 84.564838290214539 40.914650559425354 121.18924522399902 97.423728466033936
leaf_count=1831 89 2135 36 382 111 33 35 84 44
internal_value=0 -0.000180885 -0.00125885 -0.00168908 -0.00227919 -0.00317333 8.10362e-05 0.000137385 -0.002306
internal_weight=0 5539.81 1082.93 983.361 816.087 611.598 4456.88 4415.97 218.613
internal_count=4780 2949 651 615 526 415 2298 2263 128
is_linear=0
shrinkage=0.06


Tree=356
num_leaves=10
num_cat=0
split_feature=52 47 87 132 64 89 112 63 34
split_gain=0.127166 0.414029 0.382811 0.517833 0.563105 0.592341 0.51991 0.511238 0.440473
threshold=0.0060143163427710542 0.00017767510871635753 0.00080172589514404546 0.0011615398107096555 0.000490355829242617 0.00043393640953581786 0.0010585968848317864 0.0042751494329422721 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 5 -5 -7 8 -4
right_child=1 2 3 4 -6 6 -8 -9 -10
leaf_value=-0.00014007168946044701 -0.0041028251918678723 0.0012163718630328983 -0.0027291147139639751 -0.00083047617995162101 0.0032284361867951552 -0.010850052772704228 -0.0019308234787677831 0.0017804817786093565 0.00041318561808610297
leaf_weight=6781.4954234361649 73.453512787818909 1278.7769448757172 254.94809329509735 98.592718482017517 46.27745509147644 60.78748083114624 38.383812308311462 493.36114954948425 433.92367625236511
leaf_count=3426 53 612 164 45 15 52 23 186 204
internal_value=0 0.000341873 0.000462565 -0.000213287 -0.0027296 -0.0041238 -0.0073979 0.00030614 -0.000749764
internal_weight=0 2778.5 2705.05 1426.27 244.041 197.764 99.1713 1182.23 688.872
internal_count=4780 1354 1301 689 135 120 75 554 368
is_linear=0
shrinkage=0.06


Tree=357
num_leaves=10
num_cat=0
split_feature=99 47 47 124 124 124 47 113 150
split_gain=0.12497 0.675702 0.665675 0.498339 0.519793 0.825365 0.580097 0.404849 0.396545
threshold=0.00017767510871635753 0.00017767510871635753 0.0032328735105693345 0.02129978779703379 0.0045489775948226461 0.0026012937305495147 0.00747153488919139 0.00050559637020342063 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 5 -4 -6 -8 -3
right_child=-2 2 3 -5 6 -7 7 -9 -10
leaf_value=-0.0044411230307080949 -0.00011237742891878674 0.0026837020534966937 -4.8524917584783585e-05 -0.0043813104672069487 0.0056466408920013136 -0.0074363031457830905 0.0047186033340604989 -0.002215756559863934 -0.0013480680807390314
leaf_weight=98.002303123474121 7537.3244333267212 617.28593194484711 793.68331384658813 94.398903965950012 116.814413189888 58.449500799179077 43.939475059509277 97.713015794754028 102.38897585868835
leaf_count=74 3689 233 497 66 36 50 13 59 63
internal_value=0 0.000418765 0.000666225 -0.000196115 0.000159618 -0.000555267 0.00251651 -6.47733e-05 0.0021101
internal_weight=0 2022.68 1924.67 1205 1110.6 852.133 258.467 141.652 719.675
internal_count=4780 1091 1017 721 655 547 108 72 296
is_linear=0
shrinkage=0.06


Tree=358
num_leaves=10
num_cat=0
split_feature=33 100 18 131 19 115 115 150 43
split_gain=0.126591 0.412471 0.520721 0.75409 0.563353 0.580624 0.455551 0.668718 0.414616
threshold=0.00077738583786413084 0.00044738779251929378 0.0081988852471113222 0.028884131461381916 0.0016846025246195497 0.00899649551138282 0.015675474889576439 0.00017767510871635753 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 6 -6 -3 -8 -1
right_child=-2 2 -4 -5 5 -7 7 -9 -10
leaf_value=0.00054508378454085884 0.00015314609915905114 0.00050768021065293752 0.0025375756694271962 -0.009138791614846032 -0.0045645071355998133 0.00036116599793194161 0.0033258055789896369 -0.007077655568051326 -0.0022751542809426074
leaf_weight=1715.0504418611526 6407.5032067298889 553.44994521141052 122.65936326980591 45.59061062335968 276.27920091152191 125.1902015209198 32.346004009246826 71.21196186542511 210.71933090686798
leaf_count=759 3170 321 41 39 197 53 8 56 136
internal_value=0 -0.000311272 -0.00117117 -0.00158321 -0.00125777 -0.00302853 -0.000175739 -0.00382817 0.000236491
internal_weight=0 3152.5 1226.73 1104.07 1058.48 401.469 657.008 103.558 1925.77
internal_count=4780 1610 715 674 635 250 385 64 895
is_linear=0
shrinkage=0.06


Tree=359
num_leaves=10
num_cat=0
split_feature=127 33 23 118 52 145 117 46 137
split_gain=0.123528 0.254999 0.21271 0.317396 0.14865 0.363452 0.482245 0.430892 0.540365
threshold=0.062805486842989935 0.0036604277556762104 0.013860232196748258 0.00042089859198313212 0.00899649551138282 0.00093549740267917525 0.00062670491752214741 0.0081988852471113222 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 7 -7 8 -6
right_child=1 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-8.4192794425645001e-05 0.00081813639775936897 -0.0050679133783154357 0.0018218536064778064 -0.0074272611761957916 -0.0055814242370685017 0.0039370887558532767 -0.00024022122458437493 0.003667440093433413 0.0023404287630537854
leaf_weight=7571.5990195274353 39.552802324295044 52.411692500114441 83.395848274230957 29.224750399589539 49.001151561737061 107.75178039073944 1297.4689444303513 245.22229743003845 84.37198007106781
leaf_count=3797 24 35 32 25 37 43 687 77 23
internal_value=0 -0.00145848 -0.000215315 -0.00268547 3.18942e-05 0.000524638 8.00933e-05 0.00217464 -0.000570052
internal_weight=0 204.585 152.173 68.7776 9355.42 1783.82 1405.22 378.595 133.373
internal_count=4780 116 81 49 4664 867 730 137 60
is_linear=0
shrinkage=0.06


Tree=360
num_leaves=10
num_cat=0
split_feature=127 24 60 129 135 31 110 127 96
split_gain=0.119151 0.571326 0.548776 0.448064 0.925291 0.609249 0.579616 0.55863 0.679395
threshold=0.00039601318712811922 0.0010263677686452868 0.0070226341485977182 0.0053125319536775359 0.0010918468469753864 0.0014427106943912806 0.00075379351619631063 0.00066645268816500913 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 6 -6 -5 8 -3
right_child=1 3 -4 4 5 -7 -8 -9 -10
leaf_value=0.00018279724376027727 -0.0011960312270302132 0.0029286000509426476 -0.0064331669705086749 0.0033399094976574975 0.0015306102574442493 -0.0054305831186396616 -0.00047458039592929949 2.2567068578609648e-05 -0.0038967317034122565
leaf_weight=5479.3623596429825 617.55153787136078 64.884866237640381 81.540013790130615 496.97638940811157 77.743756413459778 108.33035504817963 201.57210969924927 2156.9286679029465 275.11021089553833
leaf_count=2676 366 26 55 135 37 73 79 1137 196
internal_value=0 -0.000245455 -0.00180688 7.7349e-05 0.00123769 -0.00252212 0.00223921 -0.000333744 -0.00259418
internal_weight=0 4080.64 699.092 3381.55 884.623 186.074 698.548 2496.92 339.995
internal_count=4780 2104 421 1683 324 110 214 1359 222
is_linear=0
shrinkage=0.06


Tree=361
num_leaves=10
num_cat=0
split_feature=106 70 53 50 104 55 99 17 91
split_gain=0.129973 0.45477 0.649701 0.63832 0.964403 0.62817 0.464471 0.505215 0.679319
threshold=0.0019071503775194289 0.00062670491752214741 0.0011980500421486797 0.0063990866765379914 0.00060774214216507982 0.0030382014811038975 0.0068083447404205808 0.0025217677466571335 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 -4 -6 -1 8 -8
right_child=-2 2 3 -5 5 -7 7 -9 -10
leaf_value=-0.00022878677042436005 0.00017753920542747578 0.00027354309368329583 0.0019112628792119163 -0.00052577026150554828 -0.0063495049511149851 0.00080885746825415795 0.0016271382856648828 0.0039231069532957635 -0.0052179491354286929
leaf_weight=1631.0523375272751 5815.0553524494171 713.23954236507416 84.468409180641174 419.20895159244537 287.87267196178436 52.122405171394348 260.51559674739838 231.19441723823547 65.270582675933838
leaf_count=815 2973 320 28 216 202 20 95 65 46
internal_value=0 -0.000275678 -0.0010595 -0.00218646 -0.00382659 -0.0052521 0.000282059 0.00177801 0.000255739
internal_weight=0 3744.94 1556.91 843.672 424.463 339.995 2188.03 556.981 325.786
internal_count=4780 1807 786 466 250 222 1021 206 141
is_linear=0
shrinkage=0.06


Tree=362
num_leaves=10
num_cat=0
split_feature=10 72 12 143 132 49 35 17 46
split_gain=0.129692 0.466933 0.319879 0.424857 0.31147 0.299786 0.383296 0.295811 0.537951
threshold=0.00050559637020342063 0.019431582652032379 0.0087224207818508166 0.001792412775103003 0.011880517937242987 0.00017767510871635753 0.0033348383149132137 0.0028552538715302949 0.01884530205279589
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 7 -7 8 -1
right_child=-2 2 4 -5 -6 6 -8 -9 -10
leaf_value=-0.00076231580484568409 7.5864185756124679e-05 0.0015816955605970535 -0.0099596219806617065 -0.0065119747422782374 -0.0020941444274705911 0.0041611522421907418 -0.0015547951964653892 0.0013183503706555686 -0.0073418001738382466
leaf_weight=406.63934874534607 8552.1633998155594 65.957427144050598 40.914650559425354 36.142261385917664 32.538862228393555 116.814413189888 66.150285363197327 192.41304779052734 50.266570687294006
leaf_count=220 4267 22 35 26 18 36 32 81 43
internal_value=0 -0.000643758 -0.00345575 -0.00128338 -0.00647533 -5.06252e-05 0.00209457 -0.000655097 -0.00148616
internal_weight=0 1007.84 175.553 102.1 73.4535 832.284 182.965 649.319 456.906
internal_count=4780 513 101 48 53 412 68 344 263
is_linear=0
shrinkage=0.06


Tree=363
num_leaves=10
num_cat=0
split_feature=98 109 99 83 80 128 39 144 33
split_gain=0.120264 0.343934 0.436944 0.422163 0.540295 0.332854 0.567127 0.357974 0.357372
threshold=0.00043393640953581786 0.00066645268816500913 0.00040826165059115743 0.00093549740267917525 0.0022272822679951791 0.012636432424187662 0.0041444667149335155 0.021960759535431865 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1 7 8 -7
right_child=1 -3 3 4 -6 6 -8 -9 -10
leaf_value=-3.7772670713085857e-05 0.004793945845481074 9.9625333129096817e-06 0.0026713322458339866 -0.0043456407484366568 0.0029498063754480794 0.00028869439317382042 -0.0087790572704178494 -0.0057887380284707118 -0.0064677946213598826
leaf_weight=1698.7691700458527 121.68323147296906 7021.1502174139023 167.76782834529877 99.171293139457703 57.870926141738892 270.06037509441376 39.649231433868408 52.411692500114441 31.466301321983337
leaf_count=809 50 3572 55 75 20 113 29 35 22
internal_value=0 0.000112646 0.00172735 0.000578519 -0.00165723 -0.000402035 -0.00197423 -0.00121193 -0.00041639
internal_weight=0 7467.64 446.493 324.81 157.042 2092.36 393.588 353.938 301.527
internal_count=4780 3772 200 150 95 1008 199 170 135
is_linear=0
shrinkage=0.06


Tree=364
num_leaves=10
num_cat=0
split_feature=75 95 20 144 6 139 28 9 10
split_gain=0.116659 0.516968 0.364041 0.351983 0.388139 0.416874 0.578825 0.721889 0.365693
threshold=0.017188700847327713 0.0072436286136507997 0.012636432424187662 0.0013146653072908523 0.00042089859198313212 0.0032328735105693345 0.00747153488919139 0.00040826165059115743 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-7.383910528058748e-05 0.0034280654946642159 -0.0043894303449914336 -0.0032327505161019233 -0.00069353188846510449 0.0023623680502403628 0.0039236552944301025 -0.0076337353274883793 -0.005259790435148219 0.0041144343633930259
leaf_weight=8504.5004150867462 209.27289426326752 69.946542739868164 69.657255411148071 137.85623347759247 280.00271058082581 64.692008018493652 45.494181513786316 81.540013790130615 97.038012027740479
leaf_count=4359 61 50 35 54 92 16 34 55 24
internal_value=0 0.000594945 0.000948696 0.00126671 0.000626605 -0.000512624 -0.00130558 -0.000395768 0.0012927
internal_weight=0 1055.5 985.553 915.896 706.623 426.62 361.928 316.434 234.894
internal_count=4780 421 371 336 275 183 167 133 78
is_linear=0
shrinkage=0.06


Tree=365
num_leaves=10
num_cat=0
split_feature=12 35 19 43 83 141 75 50 60
split_gain=0.121447 0.511562 0.464793 0.930062 0.711002 0.524713 0.48681 0.535225 0.476179
threshold=0.0010263677686452868 0.0081988852471113222 0.010180860292166473 0.00046126570669002836 0.0046923852059990176 0.010829726699739696 0.017188700847327713 0.0028552538715302949 0.079227816313505187
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 5 -4 7 -5 -2
right_child=2 -3 3 6 -6 -7 -8 -9 -10
leaf_value=3.9654996049939255e-05 0.00018471970339869592 0.0024344003994455701 -0.0085294338296026881 -0.0046326597635372255 -0.0016513078789727634 -0.00091458837314592619 0.0034291398453471914 0.00022418682331820999 -0.0054500269415546088
leaf_weight=3391.1402002573013 4457.8105810880661 354.72164249420166 116.60971426963806 96.640454888343811 379.07757461071014 45.204894185066223 136.39795613288879 527.74400556087494 54.65324342250824
leaf_count=1942 2048 151 85 63 162 19 38 240 32
internal_value=0 0.00026643 -0.000171652 -0.00117049 -0.00307258 -0.00640213 0.000181837 -0.000527542 0.000116474
internal_weight=0 3745.86 5814.14 1301.67 540.892 161.815 760.782 624.384 4512.46
internal_count=4780 2093 2687 607 266 104 341 303 2080
is_linear=0
shrinkage=0.06


Tree=366
num_leaves=10
num_cat=0
split_feature=31 31 92 0 127 11 8 59 132
split_gain=0.117689 0.444281 0.522103 0.399084 0.366981 0.504663 1.15734 0.461976 0.91484
threshold=0.00044738779251929378 0.00052132029668428015 0.00043393640953581786 0.0087224207818508166 0.00039601318712811922 0.0014427106943912806 0.0060143163427710542 0.013032016810029747 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -3 -6 -9
right_child=1 4 3 -5 7 -7 -8 8 -10
leaf_value=-0.00019881605651516076 0.0075711181941171372 0.00087248246885065247 0.0028708576523044298 -0.0040713418247661001 -3.0023412061248567e-05 0.0012729301400775616 -0.0052144143477252667 -4.9646581747325001e-05 -0.0058920522731974673
leaf_weight=5053.0802644491196 61.281467080116272 395.44343483448029 111.25875043869019 40.721792340278625 1882.5053014755249 1447.6410155296326 157.13864839076996 256.12892401218414 154.8006683588028
leaf_count=2749 18 176 46 25 917 545 100 106 98
internal_value=0 0.000222909 0.0028959 0.00101076 9.01442e-05 0.000684112 -0.000858458 -0.000427886 -0.00225053
internal_weight=0 4506.92 213.262 151.981 4293.66 2000.22 552.582 2293.43 410.93
internal_count=4780 2031 89 71 1942 821 276 1121 204
is_linear=0
shrinkage=0.06


Tree=367
num_leaves=10
num_cat=0
split_feature=44 42 33 127 38 138 58 71 0
split_gain=0.120664 0.357995 0.552559 0.422703 0.461866 0.830706 0.430367 0.367402 0.603648
threshold=0.00090704852482303988 0.014293605927377941 0.0046923852059990176 0.00099512818269431613 0.0060143163427710542 0.00073092587990686308 0.0062037324532866487 0.00062670491752214741 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -5 8 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.0049969829014409155 0.00013095194450042617 0.001403480015132377 -0.0043962857938416207 -0.0074604053865638294 0.002961390425527483 -0.00040918974376196707 -0.0016529929648631512 0.00060887583659309454 0.00022532886535437231
leaf_weight=122.3582352399826 6940.6100168228149 362.4105863571167 131.90301358699799 129.75789177417755 64.788437128067017 297.14000368118286 71.115532755851746 1211.4576694965363 228.45888006687164
leaf_count=85 3390 192 103 111 21 146 51 579 102
internal_value=0 -0.000346984 -0.000628062 -0.000394169 -0.00180405 -0.002424 -0.0054044 0.000113734 -0.00159611
internal_weight=0 2619.39 2256.98 2125.08 562.802 498.013 200.873 1562.27 350.817
internal_count=4780 1390 1198 1095 329 308 162 766 187
is_linear=0
shrinkage=0.06


Tree=368
num_leaves=10
num_cat=0
split_feature=18 23 46 94 20 38 27 9 150
split_gain=0.12205 0.374885 0.495279 0.174768 0.436669 0.50886 0.56765 0.579611 0.507614
threshold=0.13848232477903369 0.0081988852471113222 0.00046126570669002836 0.0054799309000372895 0.00043393640953581786 0.00044738779251929378 0.0022975050378590827 0.0018488886416889729 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 7 -7 -6
right_child=1 -3 -4 4 8 6 -8 -9 -10
leaf_value=-0.00019161075091755629 0.0042438956198390066 0.0042463185511752146 -0.0040562780620731513 -0.0018773731303235223 0.0015507192744584756 0.0012767297365687429 -0.00098957754794001688 0.0080289965020832205 -0.0015927107554054752
leaf_weight=6776.9040517807007 41.601495027542114 93.531041979789734 68.48826539516449 518.76596117019653 1230.9566240310669 220.17952084541321 334.16196775436401 57.774497032165527 217.63684189319611
leaf_count=3486 11 21 34 311 517 90 158 15 137
internal_value=0 0.00145323 -0.00091975 -3.16263e-05 0.000388691 -0.000494849 0.000676835 0.00268023 0.00107845
internal_weight=0 203.621 110.09 9356.38 2579.48 1130.88 612.116 277.954 1448.59
internal_count=4780 66 45 4714 1228 574 263 105 654
is_linear=0
shrinkage=0.06


Tree=369
num_leaves=10
num_cat=0
split_feature=27 35 34 46 0 72 61 89 148
split_gain=0.114501 0.285034 0.320887 0.319289 0.341603 0.297291 0.663845 0.550173 0.392225
threshold=0.00017767510871635753 0.0019672545604407792 0.015200819820165636 0.0028552538715302949 0.0051502294372767219 0.0012357163941487672 0.00043393640953581786 0.00043393640953581786 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 -7 8 -8
right_child=-2 2 -4 -5 -6 6 7 -9 -10
leaf_value=0.00016288215639460442 -8.2755524739825759e-05 -0.0026432927234575671 -0.0058428463157439462 -0.0046800792813678476 0.0026518690123587844 -0.0031215167249170604 0.007125964188953041 -0.00094623536222414263 0.0024148427717712562
leaf_weight=620.85380899906158 8249.6842730045319 67.512133598327637 44.421620607376099 47.832161545753479 125.1902015209198 68.681123614311218 124.80448508262634 81.250726461410522 129.76973247528076
leaf_count=418 4023 43 38 36 53 44 33 40 52
internal_value=0 0.000521025 -0.00115763 -0.000292368 0.00079674 0.000987536 0.00225325 0.00335247 0.00472446
internal_weight=0 1310.32 284.956 240.534 192.702 1025.36 404.506 335.825 254.574
internal_count=4780 757 170 132 96 587 169 125 85
is_linear=0
shrinkage=0.06


Tree=370
num_leaves=10
num_cat=0
split_feature=51 72 45 86 35 24 125 81 138
split_gain=0.119387 0.359777 0.53405 0.450891 0.446078 0.401167 0.482875 0.34945 0.37108
threshold=0.010829726699739696 0.00244467705488205 0.011880517937242987 0.0026833302108570938 0.0016846025246195497 0.0010263677686452868 0.0026833302108570938 0.0053125319536775359 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -3 -7 8 -2
right_child=1 4 -4 -5 -6 6 -8 -9 -10
leaf_value=-8.9123537953140035e-05 -0.0039046671856488545 0.0076164247398229747 0.0024776454631210989 0.0033862138961450274 0.00053578056580481156 -0.0025643899403775851 0.0051571733859764272 -0.0064123399876831813 0.0013559363661148486
leaf_weight=8124.566819190979 116.70614337921143 64.692008018493652 121.87608969211578 45.108465075492859 805.98731076717377 52.315263390541077 65.860998034477234 80.563881993293762 82.32328736782074
leaf_count=4093 90 16 60 14 360 30 17 64 36
internal_value=0 0.00050444 -0.000909055 -0.00218025 0.00114279 0.00381817 0.00173893 -0.00307832 -0.00172876
internal_weight=0 1435.43 446.578 324.702 988.856 182.868 118.176 279.593 199.029
internal_count=4780 687 264 204 423 63 47 190 126
is_linear=0
shrinkage=0.06


Tree=371
num_leaves=10
num_cat=0
split_feature=52 47 63 79 123 46 26 51 95
split_gain=0.109707 0.325517 0.284335 0.378749 0.477287 0.485867 0.385147 0.552733 0.374122
threshold=0.0060143163427710542 0.00017767510871635753 0.022641776129603389 0.012636432424187662 0.00017767510871635753 0.21471316367387774 0.00073092587990686308 0.010829726699739696 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 8 6 -6 -8 -3
right_child=1 2 -4 -5 5 -7 7 -9 -10
leaf_value=-0.00013010167579853381 -0.003623530910863914 -0.00023836199381045207 0.0035922556573570216 0.0030431743493683134 -0.00082050907621203514 0.004967548858661552 -0.0071324274871268486 0.0019723563158003826 0.0016177261370564457
leaf_weight=6781.4954234361649 73.453512787818909 742.45245206356049 98.303431153297424 170.00937926769257 704.65905511379242 46.27745509147644 83.974422931671143 33.611423134803772 825.76371192932129
leaf_count=3426 53 404 30 52 352 15 62 14 372
internal_value=0 0.000317539 0.000424556 0.000305098 0.000114065 -0.0010143 -0.00135097 -0.00452986 0.000738984
internal_weight=0 2778.5 2705.05 2606.75 2436.74 868.522 822.245 117.586 1568.22
internal_count=4780 1354 1301 1271 1219 443 428 76 776
is_linear=0
shrinkage=0.06


Tree=372
num_leaves=10
num_cat=0
split_feature=12 102 46 86 138 138 118 147 116
split_gain=0.124786 0.213702 0.514252 0.233598 0.162232 0.539459 0.598337 0.560767 0.402541
threshold=0.052634395658969886 0.017724351026117805 0.010829726699739696 0.00040826165059115743 0.0011261500185355546 0.00096484774257987748 0.00085274505545385193 0.0045489775948226461 0.024810968898236755
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 -7 -8 -6
right_child=1 -3 -4 -5 8 6 7 -9 -10
leaf_value=2.68506018870266e-05 0.00024854942863078064 0.0044765402568485027 0.0046319095755479453 -0.0049356169399631823 -0.00028783001455832946 0.0049709882418015718 0.0025164832857087461 -0.0064334624864050005 -0.0058366234895864105
leaf_weight=5619.1116532087326 77.647327303886414 58.943487048149109 66.933558940887451 52.411692500114441 3359.2627975940704 168.93681836128235 69.464397192001343 39.552802324295044 47.735732436180115
leaf_count=3007 32 16 13 35 1541 56 25 24 31
internal_value=0 0.001307 0.000358619 -0.00184059 -3.59529e-05 0.000154484 0.00273472 -0.000730669 -0.000365575
internal_weight=0 255.936 196.993 130.059 9304.06 5897.07 277.954 109.017 3407
internal_count=4780 96 80 67 4684 3112 105 49 1572
is_linear=0
shrinkage=0.06


Tree=373
num_leaves=10
num_cat=0
split_feature=45 102 5 105 147 32 59 39 49
split_gain=0.124704 0.371215 0.356041 0.336257 0.430566 0.565999 0.571885 0.42449 0.666079
threshold=0.010180860292166473 0.00073092587990686308 0.010829726699739696 0.0017376682371832433 0.00055427959887310873 0.00099512818269431613 0.015200819820165636 0.00747153488919139 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 7 8 -7
right_child=1 3 -4 4 5 6 -8 -9 -10
leaf_value=0.00010531196256266663 -0.0040605861095965763 0.00052397737848608179 0.0023583750702169375 0.0016981247713011476 -0.0056556566587731855 -0.0036056050906616006 0.0028278836494320578 -0.0059055855231783293 0.0044829497680611684
leaf_weight=7733.5455791950226 165.90015316009521 1016.9840883016586 38.287383198738098 136.88010168075562 121.28567433357239 100.24385404586792 104.05195212364197 85.04698383808136 57.774497032165527
leaf_count=3729 137 570 18 63 89 71 30 58 15
internal_value=0 -0.00044591 -0.00285696 -0.000142442 -0.00126215 -0.00212722 -0.000894352 -0.00248777 -0.000648276
internal_weight=0 1826.45 204.188 1622.27 605.283 468.403 347.117 243.065 158.018
internal_count=4780 1051 155 896 326 263 174 144 86
is_linear=0
shrinkage=0.06


Tree=374
num_leaves=10
num_cat=0
split_feature=97 83 101 43 116 59 65 81 124
split_gain=0.126147 0.422898 0.569506 0.702153 0.490598 0.466331 0.429136 0.398 0.724388
threshold=0.00017767510871635753 0.018276390619575981 0.0087224207818508166 0.0014881226234138014 0.00070876078098081063 0.0034400182776153092 0.014293605927377941 0.0031340263085439806 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 7 8 -3
right_child=-2 6 3 5 -6 -7 -8 -9 -10
leaf_value=-0.00098543465085613622 0.00023538042470933832 0.00045680386282521615 -0.0014890490110761111 0.00078647645091441338 0.0041095815179860787 -0.0048128329963273899 -0.0046184862946893352 0.00135709103766961 -0.004441962930751225
leaf_weight=2668.367720246315 4413.0150847434998 594.46102488040924 72.091664552688599 132.58985805511475 257.98475849628448 89.81937301158905 57.184081673622131 1141.5111267566681 132.9755744934082
leaf_count=1545 1931 361 42 79 83 67 44 529 99
internal_value=0 -0.000201815 -0.000622396 0.00113099 0.00288679 -0.00147479 0.000501477 0.000658132 -0.000438692
internal_weight=0 5146.99 3220.85 552.486 330.076 222.409 1926.13 1868.95 727.437
internal_count=4780 2849 1816 271 125 146 1033 989 460
is_linear=0
shrinkage=0.06


Tree=375
num_leaves=10
num_cat=0
split_feature=59 86 74 57 86 76 35 0 42
split_gain=0.1274 0.363007 0.541236 0.477426 0.429306 0.532955 0.558251 0.417708 0.556453
threshold=0.0022975050378590827 0.00037263428384903824 0.0020932231564074759 0.00050559637020342063 0.00060774214216507982 0.0013146653072908523 0.0010585968848317864 0.0026833302108570938 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 6 -6 -8 -9
right_child=-2 2 -4 -5 5 -7 7 8 -10
leaf_value=-0.00032947263166436386 -0.00017872163982019808 0.003440192741041456 -0.0012982719585794013 0.0044526163241158457 -0.0047085705344745172 -0.0037587180776864466 0.0036297934579531312 0.0033281444944862136 -0.001372932356932024
leaf_weight=2343.9433890581131 5739.0100944042206 332.41440308094025 284.47397172451019 77.647327303886414 50.073712468147278 80.467452883720398 277.47187232971191 153.83637726306915 220.66166639328003
leaf_count=1415 2726 127 145 32 33 59 80 48 115
internal_value=0 0.000268434 0.00103774 -0.000176137 0.00163378 0.000866405 0.00139653 0.00186543 0.000558177
internal_weight=0 3820.99 1399.4 2421.59 1114.93 782.511 702.044 651.97 374.498
internal_count=4780 2054 607 1447 462 335 276 243 163
is_linear=0
shrinkage=0.06


Tree=376
num_leaves=10
num_cat=0
split_feature=100 84 80 31 9 150 136 133 14
split_gain=0.123124 0.313161 0.223414 0.143664 0.421319 0.46882 0.516939 0.641515 0.546213
threshold=0.060991313308477409 0.00064626874518580746 0.00062670491752214741 0.0014427106943912806 0.00068727668258361529 0.00899649551138282 0.00040826165059115743 0.0062037324532866487 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 6 -6 -8 -9
right_child=1 -3 -4 4 5 -7 7 8 -10
leaf_value=-0.00019568386502842464 0.0001051542012165469 -0.0029182801423673008 0.0051271195902704309 0.00086187073281988066 -0.0013871623552446971 -0.0040146824990994982 0.0027544916285178081 0.00071746229962396234 -0.006175599476623367
leaf_weight=6246.4126683473587 54.749672532081604 42.083640575408936 76.381908178329468 1903.8719311952591 587.0732090473175 126.93776619434357 338.94619762897491 120.51424145698547 63.029031753540039
leaf_count=3342 37 36 26 773 276 84 108 49 49
internal_value=0 0.00158511 0.00303036 -2.92501e-05 0.000301798 -0.000560561 -0.000165398 0.00120739 -0.00164963
internal_weight=0 173.215 131.132 9386.79 3140.37 1236.5 1109.56 522.489 183.543
internal_count=4780 99 63 4681 1339 566 482 206 98
is_linear=0
shrinkage=0.06


Tree=377
num_leaves=10
num_cat=0
split_feature=99 146 117 150 112 71 93 23 24
split_gain=0.110454 0.348672 0.878299 0.559943 0.649581 0.452282 0.444201 0.453992 0.531676
threshold=0.00017767510871635753 0.00077738583786413084 0.00093549740267917525 0.0015349716995842757 0.00017767510871635753 0.010829726699739696 0.0023699469165876512 0.0025217677466571335 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 7 -4 -9
right_child=-2 2 3 4 5 -7 -8 8 -10
leaf_value=0.0015564104432148613 -0.00010564931244635976 -0.0032680933154623491 -0.0045023829264804471 -0.0024263853623370472 0.002806929459364416 -0.0017461521525938184 0.004806547903046284 -0.0012757661916784492 0.0044126724506911496
leaf_weight=636.36364793777466 7537.3244333267212 262.0584625005722 47.735732436180115 325.96719694137573 235.37639105319977 117.87513339519501 157.3433473110199 105.79951679706573 134.156405210495
leaf_count=328 3689 175 31 210 103 91 51 61 41
internal_value=0 0.000393693 -0.000140033 0.000589103 -0.000494782 0.00128763 0.00224334 0.000841485 0.00190457
internal_weight=0 2022.68 1386.31 1124.25 679.219 353.252 445.035 287.692 239.956
internal_count=4780 1091 763 588 404 194 184 133 102
is_linear=0
shrinkage=0.06


Tree=378
num_leaves=10
num_cat=0
split_feature=63 51 126 77 10 58 42 142 58
split_gain=0.109618 0.376768 0.46756 0.422761 0.274523 0.220839 0.205541 0.16436 0.523658
threshold=0.014740333426743748 0.0079489401541650313 0.0003614811430452392 0.0011261500185355546 0.0016846025246195497 0.00077738583786413084 0.0027679565828293566 0.055838862434029586 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 4 -3 5 -2 -4 -1 -9
right_child=1 3 6 -5 -6 -7 -8 8 -10
leaf_value=-9.2831669135933788e-06 0.0013735212370939295 0.0065675798831962388 0.0049852497826009595 0.00050101589048407304 -0.0057644046419551712 -0.0036356011221538153 2.6710519444169207e-05 0.0014144737443315067 -0.004914267824138595
leaf_weight=8897.6177105903625 75.212918162345886 73.94749903678894 61.281467080116272 93.820329308509827 55.918662548065186 54.749672532081604 59.136345267295837 92.651339292526245 95.664323091506958
leaf_count=4474 25 19 18 36 38 37 26 35 72
internal_value=0 0.000889464 -0.000362379 0.00317499 -0.00224917 -0.000736685 0.00255015 -4.64086e-05 -0.00180053
internal_weight=0 474.067 306.299 167.768 185.881 129.963 120.418 9085.93 188.316
internal_count=4780 199 144 55 100 62 44 4581 107
is_linear=0
shrinkage=0.06


Tree=379
num_leaves=10
num_cat=0
split_feature=87 7 17 24 117 50 19 28 27
split_gain=0.121948 0.300354 0.298393 0.128324 0.411791 0.276628 0.588192 0.419909 0.348357
threshold=0.052634395658969886 0.00017767510871635753 0.00017767510871635753 0.00047558375808876013 0.012636432424187662 0.00066645268816500913 0.011880517937242987 0.001792412775103003 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 7 8 -1 -7
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.0022349619030610484 -0.0032544886428372472 -0.006269643043041089 0.004026905557056446 -6.4575542530267548e-05 0.0030522792459150546 0.0016837105258658345 -0.00575576786811404 0.0021927050046567816 -0.0038379145579650171
leaf_weight=306.09436666965485 43.156201481819153 38.480241417884827 38.190954089164734 8132.1711746454239 204.00651884078979 605.29490375518799 45.397752404212952 103.07582032680511 44.132333278656006
leaf_count=193 32 28 13 4070 86 267 29 39 23
internal_value=0 -0.00190205 0.000163988 2.41434e-05 0.000575731 0.000118091 0.000846927 -0.00111957 0.00130848
internal_weight=0 119.827 81.3472 9440.17 1308 1104 694.825 409.17 649.427
internal_count=4780 73 45 4707 637 551 319 232 290
is_linear=0
shrinkage=0.06


Tree=380
num_leaves=10
num_cat=0
split_feature=33 33 99 78 44 34 18 149 29
split_gain=0.115731 0.389517 0.75238 0.592846 0.478299 0.607544 0.469442 0.805653 0.455811
threshold=0.00077738583786413084 0.0011261500185355546 0.057509137317538268 0.023343417793512348 0.00073092587990686308 0.0015833032084628942 0.0005893622583243997 0.0058306583669036635 0.018276390619575981
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 4 8 6 -6 7 -3 -2
right_child=1 2 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00029762145050581291 0.0010809444368196927 -0.0047573401455354627 -0.0043256350297201374 0.0040466108442852016 0.0021865940849270585 4.7390393735933375e-05 0.00084395654584924523 0.0015734967284836347 -0.0040952282249796705
leaf_weight=3152.4970601797104 398.07070219516754 247.34373784065247 142.23106551170349 221.93892621994019 534.66151654720306 4505.3297739028931 183.25398588180542 102.29254674911499 72.380951881408691
leaf_count=1610 193 187 102 62 241 2187 83 58 57
internal_value=0 0.00014643 -1.63996e-05 0.00149045 9.35807e-05 0.000274325 -0.00161587 -0.00290514 0.000284569
internal_weight=0 6407.5 5715.11 692.391 5572.88 5039.99 532.89 349.636 470.452
internal_count=4780 3170 2858 312 2756 2428 328 245 250
is_linear=0
shrinkage=0.06


Tree=381
num_leaves=10
num_cat=0
split_feature=59 142 4 73 131 18 79 99 118
split_gain=0.116577 0.360296 0.316665 0.460886 0.578445 0.637881 0.912349 0.450472 0.423164
threshold=0.0022975050378590827 0.0056525857653468856 0.00046126570669002836 0.027182282879948619 0.040252277627587325 0.0005893622583243997 0.0014881226234138014 0.0019672545604407792 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 7 -7 -8
right_child=2 -3 -4 -5 -6 6 8 -9 -10
leaf_value=0.00016375178700416549 -0.0032697695710899727 0.0039058064221641894 9.0375153182700622e-06 -0.00748633355262602 0.0038175027887662845 0.0041866305162855475 -0.0015244920298961451 -0.0013620198214063552 -0.010063186252003135
leaf_weight=3726.0008531808853 356.26450824737549 94.989319324493408 4934.2036143541336 40.81822144985199 82.034000039100647 158.41590821743011 54.460385203361511 78.912746429443359 33.900710463523865
leaf_count=2017 231 37 2308 30 21 47 22 38 29
internal_value=0 0.000256779 -0.000170961 -0.00127452 -0.000942637 -0.00151525 0.000403987 0.00234168 -0.00480046
internal_weight=0 3820.99 5739.01 804.806 763.988 681.954 325.69 237.329 88.3611
internal_count=4780 2054 2726 418 388 367 136 85 51
is_linear=0
shrinkage=0.06


Tree=382
num_leaves=10
num_cat=0
split_feature=17 46 89 78 119 107 1 23 131
split_gain=0.115243 0.539739 0.572965 0.612771 0.408449 0.595428 0.33446 0.669734 0.569138
threshold=0.02636832278221846 0.0081988852471113222 0.0035485138650983576 0.012252715881913902 0.0003614811430452392 0.0031340263085439806 0.0010585968848317864 0.010180860292166473 0.020658296532928947
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -3 8 -8
right_child=1 4 -4 -5 -6 -7 7 -9 -10
leaf_value=5.7380481387401237e-05 -0.0026019488357927321 0.0034642982903510715 0.0034404889177058473 -0.010832395112049493 0.003563247211016419 -0.0060549943110714405 -0.0020285652705022378 -0.0078931958712588068 0.0049195082823814329
leaf_weight=8885.8313813209534 113.98244690895081 92.554910182952881 35.852974057197571 45.59061062335968 108.63148307800293 60.691051721572876 106.77564859390259 39.649231433868408 70.440528988838196
leaf_count=4459 68 30 11 39 29 47 52 29 16
internal_value=0 -0.000756299 -0.00341347 -0.00495342 0.000328374 -0.000621094 0.000444735 -0.000843969 0.00073318
internal_weight=0 674.169 195.426 159.573 478.743 370.111 309.42 216.865 177.216
internal_count=4780 321 118 107 203 174 127 97 68
is_linear=0
shrinkage=0.06


Tree=383
num_leaves=10
num_cat=0
split_feature=12 128 131 102 132 81 115 12 10
split_gain=0.11346 0.268671 0.349622 0.19347 0.162586 0.529633 0.709703 0.474735 0.444914
threshold=0.052634395658969886 0.020035739988088611 0.0013146653072908523 0.0032328735105693345 0.0026012937305495147 0.0015833032084628942 0.0054799309000372895 0.012636432424187662 0.028884131461381916
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 8 -7 -8 -6
right_child=1 3 -4 -5 5 6 7 -9 -10
leaf_value=7.5688957380843708e-05 -0.00039181695617021843 0.00099753587189702129 0.0053470895339564973 -0.0043570450529995895 -0.004622347867468294 -0.0045232731981557691 0.0014769095050844701 -0.00096161291290026095 0.00196601933623353
leaf_weight=7803.8423162698746 68.391836285591125 60.208906173706055 86.613530993461609 40.721792340278625 180.61487782001495 119.92382609844208 609.1994309425354 544.10986578464508 46.373884201049805
leaf_count=3976 29 22 20 25 125 78 231 254 20
internal_value=0 0.00124628 0.00281496 -0.00116284 -3.42825e-05 -0.000606331 -0.000130329 0.00032646 -0.00327634
internal_weight=0 255.936 155.005 100.931 9304.06 1500.22 1273.23 1153.31 226.989
internal_count=4780 96 49 47 4684 708 563 485 145
is_linear=0
shrinkage=0.06


Tree=384
num_leaves=10
num_cat=0
split_feature=60 17 46 79 147 73 38 77 111
split_gain=0.118304 0.360478 0.487172 0.704457 0.840644 0.864452 0.37912 0.432471 0.445573
threshold=0.00017767510871635753 0.00093549740267917525 0.0095705352723598498 0.0058306583669036635 0.015200819820165636 0.0014427106943912806 0.0045489775948226461 0.0046923852059990176 0.0013560238294303419
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 7 -2 -9
right_child=1 -3 3 -5 -6 -7 -8 8 -10
leaf_value=0.00027424779134258779 4.9130968799544235e-05 0.00021284277979739057 -0.00048710540962741998 -0.0075064645720319852 0.0027632034967156158 -0.0076690742543347335 0.0019696979635258193 -0.002726994241619094 0.0018747869067222375
leaf_weight=3556.1961728334427 1123.2775913476944 3635.1799634695053 151.10084009170532 82.901862025260925 119.15239322185516 100.43671226501465 229.24215364456177 472.29564785957336 90.216930150985718
leaf_count=1916 597 1600 85 66 38 81 83 286 28
internal_value=0 -0.000162443 -0.000738404 -0.00250647 -0.00138827 -0.0033548 -0.000319621 -0.000630934 -0.00198895
internal_weight=0 6003.8 2368.62 453.592 370.69 251.538 1915.03 1685.79 562.513
internal_count=4780 2864 1264 270 204 166 994 911 314
is_linear=0
shrinkage=0.06


Tree=385
num_leaves=10
num_cat=0
split_feature=58 83 115 47 73 135 53 83 145
split_gain=0.117211 0.277083 0.343678 0.338332 0.247997 0.295887 0.400698 0.204847 0.361967
threshold=0.029773407615721229 0.057509137317538268 0.024810968898236755 0.057509137317538268 0.0010585968848317864 0.00050559637020342063 0.0028552538715302949 0.076978169381618514 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 -7 -1 -9
right_child=1 -3 -4 -5 -6 6 -8 8 -10
leaf_value=2.8225901615436402e-06 -0.0025587780327461741 0.0044836548111651621 0.0051585467260848936 0.0039588280186996496 -0.0032471562934202397 0.0037817440941645174 -0.0016615903606225799 -0.003887762748481456 0.00012928700253343837
leaf_weight=8642.6932986974716 99.364151358604431 66.053856253623962 48.615435123443604 62.739744424819946 107.45065236091614 113.69315958023071 85.143412947654724 136.48254454135895 197.76401162147522
leaf_count=4192 85 27 17 34 87 53 63 102 120
internal_value=0 0.000824355 0.000356835 -0.000141546 -0.000775727 0.000114802 0.00145086 -5.35426e-05 -0.00151099
internal_weight=0 583.06 517.007 468.391 405.651 298.201 198.837 8976.94 334.247
internal_count=4780 366 339 322 288 201 116 4414 222
is_linear=0
shrinkage=0.06


Tree=386
num_leaves=10
num_cat=0
split_feature=76 59 63 5 144 149 1 148 63
split_gain=0.113891 0.327424 0.405068 0.486945 0.386502 0.32835 0.526793 0.460782 0.750826
threshold=0.000490355829242617 0.023343417793512348 0.0053125319536775359 0.0019672545604407792 0.0014881226234138014 0.0013986918493174019 0.0079489401541650313 0.00899649551138282 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 7 -2 -9
right_child=1 -3 3 4 -6 -7 -8 8 -10
leaf_value=0.00011393323397165647 0.00025037143056096253 0.0020641768800805996 -0.0051852342813830778 -0.0040141304098493596 0.0030721793832522298 0.00031090374924695735 -0.0069450705355086481 -0.0057959292597037221 0.0042034403483747701
leaf_weight=7338.7889888286591 394.94944858551025 181.69927942752838 141.15850460529327 47.832161545753479 65.860998034477234 1176.3642876148224 56.111520767211914 122.55109345912933 34.683984041213989
leaf_count=3529 210 62 106 36 17 667 48 95 10
internal_value=0 -0.000376431 -0.000593863 -0.00283148 9.08785e-05 -0.000274329 -0.00140609 -0.000843235 -0.0035902
internal_weight=0 2221.21 2039.51 254.852 113.693 1784.66 608.296 552.185 157.235
internal_count=4780 1251 1189 159 53 1030 363 315 105
is_linear=0
shrinkage=0.06


Tree=387
num_leaves=10
num_cat=0
split_feature=94 75 83 78 25 74 55 13 87
split_gain=0.113144 0.456191 0.523966 0.542725 0.572769 0.534595 0.54557 0.503228 0.441601
threshold=0.0054799309000372895 0.0062037324532866487 0.0081988852471113222 0.12087306752800943 0.0026833302108570938 0.00017767510871635753 0.0020292587578296666 0.0011980500421486797 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -6 -7 8 -3
right_child=1 2 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00012582624368141855 -0.00025625067133211053 -0.0079285570153324186 0.0033409268735127865 0.0045859828222558968 0.0032624920039058688 -0.005180984804738894 0.0020088371223513854 0.0025883082636748581 -0.00099629850941282232
leaf_weight=6970.0039440393448 1662.3139399290085 77.056911945343018 326.18373656272888 92.362051963806152 180.43386030197144 75.598634600639343 76.381908178329468 41.697924137115479 57.967355251312256
leaf_count=3543 886 61 102 20 56 45 26 16 25
internal_value=0 0.000338614 0.00140455 0.000354485 -0.000413147 0.00105419 -0.00156755 -0.00317321 -0.00495246
internal_weight=0 2590 927.682 601.499 509.137 332.414 151.981 176.722 135.024
internal_count=4780 1237 351 249 229 127 71 102 86
is_linear=0
shrinkage=0.06


Tree=388
num_leaves=10
num_cat=0
split_feature=59 86 14 79 148 55 61 100 118
split_gain=0.109203 0.202582 0.419509 0.41313 0.59564 0.446275 0.428057 0.37521 0.360948
threshold=0.0019672545604407792 0.00037263428384903824 0.00062670491752214741 0.010500331409275534 0.014740333426743748 0.0034400182776153092 0.0034400182776153092 0.00099512818269431613 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 7 -4 8 -5 -6
right_child=-2 2 3 4 6 -7 -8 -9 -10
leaf_value=-7.2894102746950986e-05 -0.00015465327290614024 -0.0019065246351569871 0.0025210291712595236 -0.0092476946626542864 0.0018299717811629565 -0.0028055299989392167 0.0038246921814671484 -0.0015252087396067241 -0.0047706944768297951
leaf_weight=2263.283077955246 6044.4294573068619 168.53926122188568 692.59527921676636 36.238690495491028 62.450457096099854 61.667183518409729 113.30744314193726 60.401764392852783 57.087652564048767
leaf_count=1346 2884 95 263 31 19 38 33 32 39
internal_value=0 0.0002659 0.000878209 0.00131128 -0.000461169 0.00208554 0.00118233 -0.00442102 -0.0013223
internal_weight=0 3515.57 1252.29 1083.75 329.486 754.262 232.846 96.6405 119.538
internal_count=4780 1896 550 455 154 301 91 63 58
is_linear=0
shrinkage=0.06


Tree=389
num_leaves=10
num_cat=0
split_feature=87 37 131 98 21 116 8 63 46
split_gain=0.101499 0.504268 0.148138 0.112185 0.282627 0.491386 0.490606 0.410351 0.505835
threshold=0.052634395658969886 0.0045489775948226461 0.0027679565828293566 0.00043393640953581786 0.0015833032084628942 0.01884530205279589 0.00747153488919139 0.0042751494329422721 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 7 8 -6
right_child=1 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00081551230889834257 -0.0026930532196307168 0.003830014263876655 -0.0082136609252103036 0.00013141958169827751 0.0022176506156203445 -0.003947601182054083 -0.0045891412264489704 0.0044493285826954698 -0.0030539156969148916
leaf_weight=1469.4305872917175 54.749672532081604 39.359944105148315 25.717780351638794 7376.7515625953674 228.55530917644501 71.019103646278381 45.397752404212952 157.15048909187317 91.868065714836121
leaf_count=721 37 14 22 3709 107 46 29 41 54
internal_value=0 -0.00173526 -0.00445747 2.20263e-05 -0.000369056 0.0007354 0.00137135 0.00193795 0.000706248
internal_weight=0 119.827 80.4675 9440.17 2063.42 593.991 522.972 477.574 320.423
internal_count=4780 73 59 4707 998 277 231 202 161
is_linear=0
shrinkage=0.06


Tree=390
num_leaves=10
num_cat=0
split_feature=55 110 64 138 135 138 80 147 73
split_gain=0.108617 0.266737 0.327329 0.164256 0.46085 0.457475 0.548155 0.733754 0.683738
threshold=0.0063990866765379914 0.00017767510871635753 0.00057154725072905432 0.0011261500185355546 0.0063990866765379914 0.00096484774257987748 0.0028552538715302949 0.013032016810029747 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1 7 -7 -8
right_child=1 2 -4 4 -6 6 8 -9 -10
leaf_value=4.0558566815013735e-05 0.0026150454713993031 0.0018890636853432024 -0.0055949190574444982 -0.00020178754300476969 -0.0033446167293488698 -0.0063802685000627904 0.009612701114158035 0.0038086499763074389 0.0017908888148555427
leaf_weight=5630.6086951494217 167.6713992357254 46.27745509147644 38.576670527458191 3221.7076921463013 177.20433688163757 47.832161545753479 62.354027986526489 54.363956093788147 113.40387225151062
leaf_count=3007 50 15 33 1443 127 36 14 17 38
internal_value=0 0.00122782 -0.00151333 -3.33126e-05 -0.000365641 0.00015786 0.00253407 -0.0009602 0.00456585
internal_weight=0 252.526 84.8541 9307.47 3398.91 5908.56 277.954 102.196 175.758
internal_count=4780 98 48 4682 1570 3112 105 53 52
is_linear=0
shrinkage=0.06


Tree=391
num_leaves=10
num_cat=0
split_feature=69 78 147 0 147 122 97 111 51
split_gain=0.100705 0.344056 0.632309 0.42047 0.633338 0.642605 0.704967 0.565797 0.470238
threshold=0.0017376682371832433 0.019431582652032379 0.0038949446752667431 0.001792412775103003 0.0062037324532866487 0.0017376682371832433 0.0016846025246195497 0.00057154725072905432 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 8 5 -5 -7 -6 -2
right_child=1 2 -4 4 7 6 -8 -9 -10
leaf_value=0.00014200585111665017 0.00035768643992022543 -0.0060221508370258414 -0.00068189785060356132 -0.00048540512917947517 -0.0033683416247596333 -0.00076631957839723517 0.0054090103071960105 0.0014326524052276329 0.0037163681963842954
leaf_weight=6241.1818150281906 717.035799741745 97.905874013900757 432.07968246936798 1096.2943918704987 400.30041241645813 116.12756872177124 155.88506996631622 113.40387225151062 189.78578042984009
leaf_count=3190 338 69 168 569 249 60 35 38 64
internal_value=0 -0.000267048 -0.00166842 -7.33709e-07 -0.00051213 0.000162278 0.00277264 -0.00230849 0.00106061
internal_weight=0 3318.82 529.986 2788.83 1882.01 1368.31 272.013 513.704 906.822
internal_count=4780 1590 237 1353 951 664 95 287 402
is_linear=0
shrinkage=0.06


Tree=392
num_leaves=10
num_cat=0
split_feature=17 84 30 73 82 107 82 27 2
split_gain=0.108124 0.456634 0.393691 0.778602 0.456227 0.450406 0.313593 0.287928 0.215379
threshold=0.02636832278221846 0.0016846025246195497 0.0010918468469753864 0.0014427106943912806 0.00073092587990686308 0.0010263677686452868 0.0013986918493174019 0.0015833032084628942 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 7 -4 -7 -2 -1
right_child=1 -3 5 -5 -6 6 -8 -9 -10
leaf_value=0.00014883748909083074 0.0030287828509883165 0.0039632771177205289 0.0032666391460810414 -0.0079292973876335434 -0.0043424460083105361 -0.0056464666240395259 0.00037451874179461175 -0.0017812214972038579 -0.00088009063609067279
leaf_weight=8080.4581673145294 93.723900198936462 67.12641716003418 117.88697409629822 75.887921929359436 99.074864029884338 48.904722452163696 85.73382830619812 85.830257415771484 805.37321400642395
leaf_count=3952 31 23 32 60 70 32 34 39 507
internal_value=0 -0.000732567 -0.00125183 -0.00254143 -0.00107398 0.000558614 -0.00181248 0.00072951 5.55799e-05
internal_weight=0 674.169 607.042 354.517 278.629 252.526 134.639 179.554 8885.83
internal_count=4780 321 298 200 140 98 66 70 4459
is_linear=0
shrinkage=0.06


Tree=393
num_leaves=10
num_cat=0
split_feature=75 20 23 54 129 35 117 15 132
split_gain=0.104686 0.322745 0.267771 0.409065 0.418929 0.448056 0.605336 0.786879 0.66783
threshold=0.017188700847327713 0.012636432424187662 0.0049928687512874612 0.00073092587990686308 0.0053125319536775359 0.0014427106943912806 0.0012357163941487672 0.0098710241727530974 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 7 -7 -8
right_child=1 -3 3 4 -6 6 8 -9 -10
leaf_value=-0.00059263088453785217 0.00086677508285448008 -0.0030671434947003862 0.0013652299529585792 0.00033639581232550056 0.00090417775904095134 0.0039166442360109386 -0.00093376607761583102 -0.0033611387807814114 -0.0045996036571163143
leaf_weight=2493.8143321275711 974.1526962518692 81.347155570983887 851.57792139053345 1800.1583327054977 1245.5867602825165 181.69927942752838 1655.2881591320038 75.791492819786072 200.5841372013092
leaf_count=1317 376 45 399 999 441 62 939 55 147
internal_value=0 0.000563589 -6.99474e-05 0.000146912 -5.41869e-05 -0.000359213 -0.000951731 0.00177445 -0.00132997
internal_weight=0 1055.5 8504.5 6010.69 5159.11 3913.52 2113.36 257.491 1855.87
internal_count=4780 421 4359 3042 2643 2202 1203 117 1086
is_linear=0
shrinkage=0.06


Tree=394
num_leaves=10
num_cat=0
split_feature=63 37 146 20 91 127 54 29 45
split_gain=0.10474 0.278302 0.585812 0.282367 0.275939 0.256296 0.344754 0.162285 0.419031
threshold=0.014740333426743748 0.0032328735105693345 0.010180860292166473 0.0049928687512874612 0.012636432424187662 0.00052132029668428015 0.0010585968848317864 0.021960759535431865 0.041476719081401832
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 4 5 -2 6 -4 -1 -9
right_child=1 -3 3 -5 -6 -7 -8 8 -10
leaf_value=4.6656724633127979e-05 -0.0064851549012604134 -0.0031577487957440819 -0.0010441071214344361 0.0055433472751511116 0.00027014898559562996 -0.0014249126640087614 0.0046521729131400328 -0.0012228426431138684 0.0022362030400466977
leaf_weight=8028.6250494718552 41.987211465835571 54.65324342250824 56.894794344902039 84.275550961494446 45.204894185066223 74.333215475082397 116.71798408031464 910.97987258434296 146.32845091819763
leaf_count=3947 31 32 29 18 19 39 31 558 76
internal_value=0 0.000869446 0.00139422 0.002543 -0.00298286 0.00152319 0.00278544 -4.53641e-05 -0.000744121
internal_weight=0 474.067 419.414 332.222 87.1921 247.946 173.613 9085.93 1057.31
internal_count=4780 199 167 117 50 99 60 4581 634
is_linear=0
shrinkage=0.06


Tree=395
num_leaves=10
num_cat=0
split_feature=58 122 96 129 88 147 45 102 145
split_gain=0.105023 0.264828 0.297407 0.266667 0.310831 0.204529 0.162964 0.40799 0.459729
threshold=0.029773407615721229 0.00075379351619631063 0.0037758676335215573 0.00077738583786413084 0.0012745757703669371 0.00017767510871635753 0.010180860292166473 0.00073092587990686308 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 -1 -8 -9
right_child=1 -3 -4 -5 -6 -7 7 8 -10
leaf_value=7.087916549469161e-05 0.0017592686850715111 -0.001775839086517192 -0.0018110115935139285 0.0046808578452112622 0.0059989637156936653 -0.0018493893215874365 -0.0034006289742381547 0.0012294120052767251 -0.0010129656233151725
leaf_weight=7321.4588375091553 140.77278816699982 116.70614337921143 84.070852041244507 106.4863612651825 40.528934121131897 94.495333075523376 166.97271406650543 491.31245684623718 997.1958464384079
leaf_count=3465 86 90 67 37 15 71 133 199 617
internal_value=0 0.000780319 0.00142 0.00213056 0.00114588 0.000309853 -5.06824e-05 -0.000588295 -0.000272823
internal_weight=0 583.06 466.354 382.283 275.797 235.268 8976.94 1655.48 1488.51
internal_count=4780 366 276 209 172 157 4414 949 816
is_linear=0
shrinkage=0.06


Tree=396
num_leaves=10
num_cat=0
split_feature=78 37 98 104 103 24 131 82 98
split_gain=0.101866 0.380798 0.320854 0.35452 0.365557 0.349832 0.330734 0.409705 0.264728
threshold=0.00068727668258361529 0.037906534969806678 0.02636832278221846 0.00046126570669002836 0.0063990866765379914 0.00060774214216507982 0.0020292587578296666 0.011519505176693203 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 -2 5 6 -4 7 -5 -1
right_child=2 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.00043876992880231158 1.413306030268527e-05 0.0056255938028653115 0.0050354016909325621 -0.0034622049281493057 0.0035884251877630097 -0.0014614793029747886 -0.005510199742021527 0.0021829980203945678 0.0012577439070658879
leaf_weight=778.77573096752167 7662.8394442796707 49.784425139427185 50.856986045837402 142.32749462127686 32.44243311882019 72.188093662261963 126.15449261665344 68.584694504737854 576.04647195339203
leaf_count=499 3580 18 14 107 13 47 103 39 360
internal_value=0 0.000471935 -8.12815e-05 -0.00156568 -0.00249457 0.00122381 -0.00308005 -0.00162649 0.000282558
internal_weight=0 1404.61 8155.39 492.554 369.509 123.045 337.067 210.912 1354.82
internal_count=4780 877 3903 323 262 61 249 146 859
is_linear=0
shrinkage=0.06


Tree=397
num_leaves=10
num_cat=0
split_feature=127 63 17 21 96 76 101 81 144
split_gain=0.0999639 0.411173 0.185881 0.135434 0.242041 0.116949 0.473733 0.415468 0.322509
threshold=0.062805486842989935 0.0046923852059990176 0.0025217677466571335 0.00040826165059115743 0.0042751494329422721 0.0005375427135732026 0.0060143163427710542 0.004017772153019906 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 -1 7 -7 -9
right_child=1 -3 -4 4 -6 6 -8 8 -10
leaf_value=0.00014035659876438414 0.001930361449040058 -0.0067981494319514623 0.0027465153674660547 -0.0058725743383513497 0.00089188849335101799 -2.9153826237416992e-05 0.001329626659351216 -0.0012036558758119658 -0.0041769305818503341
leaf_weight=7325.6408113241196 30.200882196426392 39.649231433868408 57.870926141738892 42.083640575408936 34.780413150787354 904.94206428527832 455.55591189861298 489.83049809932709 179.44588780403137
leaf_count=3503 16 29 20 36 15 543 193 301 124
internal_value=0 -0.00131201 6.8084e-06 -0.00147406 -0.00281171 2.86912e-05 -0.000374319 -0.000867416 -0.00200085
internal_weight=0 204.585 164.936 107.065 76.8641 9355.42 2029.77 1574.22 669.276
internal_count=4780 116 87 67 51 4664 1161 968 425
is_linear=0
shrinkage=0.06


Tree=398
num_leaves=10
num_cat=0
split_feature=10 80 84 28 15 122 19 136 107
split_gain=0.104266 0.329103 0.593165 0.325242 0.27919 0.35962 0.350984 0.614391 0.390089
threshold=0.00050559637020342063 0.029773407615721229 0.0013986918493174019 0.00039601318712811922 0.00087947337306104611 0.031632266007363803 0.0084566329605877417 0.0003614811430452392 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -2 8 -8
right_child=4 -3 3 -5 5 -7 7 -9 -10
leaf_value=-0.00036137331700910935 0.0018495161129195722 0.0043596562618068236 -0.001570185506784894 -0.0091741679049006063 -7.5391418435875417e-06 -0.0054998526208112873 -0.008578972163585722 0.0036443140856797286 -0.00098738348213102075
leaf_weight=879.82653999328613 588.54332709312439 46.373884201049805 37.214822292327881 44.421620607376099 7763.7109392881393 43.156201481819153 41.987211465835571 56.70193612575531 58.06378436088562
leaf_count=433 233 20 22 38 3922 32 31 19 30
internal_value=0 -0.000577214 -0.000815332 -0.00570781 6.80222e-05 -3.79005e-05 0.00117755 -0.00134542 -0.00417326
internal_weight=0 1007.84 961.463 81.6364 8552.16 7806.87 745.296 156.753 100.051
internal_count=4780 513 493 60 4267 3954 313 80 61
is_linear=0
shrinkage=0.06


Tree=399
num_leaves=10
num_cat=0
split_feature=31 107 76 23 104 5 116 30 106
split_gain=0.0949358 0.393884 0.526655 0.437067 0.533367 0.46915 0.463113 0.412519 0.406636
threshold=0.00044738779251929378 0.029773407615721229 0.0005375427135732026 0.02636832278221846 0.024810968898236755 0.00017767510871635753 0.0081988852471113222 0.00017767510871635753 0.020035739988088611
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 8 5 6 7 -5 -2
right_child=1 2 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00017856617494207053 0.00045271174125111242 0.0072353452500498808 -0.0010081931676024177 0.0010635604482756216 0.0019730326271951456 -0.0058468622438317946 0.0029170162190949823 -0.0073991042367124388 -0.001987219422463527
leaf_weight=5053.0802644491196 3754.440626502037 64.788437128067017 49.001151561737061 35.949403166770935 97.423728466033936 128.39604353904724 64.788437128067017 49.001151561737061 263.13102340698242
leaf_count=2749 1584 21 37 16 44 100 21 37 171
internal_value=0 0.000200205 0.00368543 0.000109932 -0.00184747 -0.0031857 -0.000903848 -0.00381787 0.000292908
internal_weight=0 4506.92 113.79 4393.13 375.559 278.135 149.739 84.9506 4017.57
internal_count=4780 2031 58 1973 218 174 74 53 1755
is_linear=0
shrinkage=0.06


Tree=400
num_leaves=10
num_cat=0
split_feature=61 85 53 29 45 73 143 143 113
split_gain=0.107933 0.321982 0.705452 0.485982 0.429855 0.506239 0.421604 0.517335 0.369497
threshold=0.0042751494329422721 0.0010585968848317864 0.0037758676335215573 0.0010585968848317864 0.0087224207818508166 0.013032016810029747 0.035692447796463973 0.0063990866765379914 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 7 -6 -3
right_child=1 4 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00011987252836899783 0.0015147498830806582 0.0011942675135137484 0.00035938017687656956 -0.0047312212185295511 -0.00089078241545754002 0.003390492415907909 0.0040833667996696722 -0.0070310084952195477 0.0045639703268893434
leaf_weight=7062.9564113616943 59.136345267295837 752.80418539047241 1037.6401921510696 185.58012521266937 133.75884807109833 77.550898194313049 33.514994025230408 78.322331070899963 138.73593616485596
leaf_count=3534 26 285 568 144 80 27 9 67 40
internal_value=0 0.000339063 -0.000324041 -0.00322187 0.00103911 -0.000835673 -0.00217015 -0.00315839 0.00171864
internal_weight=0 2497.04 1282.36 244.716 1214.69 323.147 245.596 212.081 891.54
internal_count=4780 1246 738 170 508 183 156 147 325
is_linear=0
shrinkage=0.06


Tree=401
num_leaves=10
num_cat=0
split_feature=75 14 7 14 92 31 37 92 74
split_gain=0.103894 0.378152 0.434637 0.572536 0.461557 0.536972 0.657791 0.456904 0.453725
threshold=0.0015349716995842757 0.0013560238294303419 0.00040826165059115743 0.0019672545604407792 0.028020657598972324 0.0014427106943912806 0.0032328735105693345 0.00055427959887310873 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 7 6 -6 8 -5
right_child=1 2 3 4 5 -7 -8 -9 -10
leaf_value=0.00024396651868790052 -0.00078481238587640144 -0.0027008951488087093 0.0019143370375504674 -0.0029948537939243382 -0.0080712505681517343 0.00012786483979812616 0.00089861978485903261 0.00067350808833421295 0.00052586463700515329
leaf_weight=3791.6334708929062 2174.8847566843033 174.76992774009705 687.53360271453857 276.86961627006531 88.746812105178833 151.78768455982208 44.035904169082642 1918.2855278253555 251.45296394824982
leaf_count=2201 995 120 239 168 71 61 18 805 102
internal_value=0 -0.000160363 0.000217573 0.00036677 -2.28073e-05 -0.00230986 -0.00509649 0.000243205 -0.00131918
internal_weight=0 5768.37 3593.48 3418.71 2731.18 284.57 132.783 2446.61 528.323
internal_count=4780 2579 1584 1464 1225 150 89 1075 270
is_linear=0
shrinkage=0.06


Tree=402
num_leaves=10
num_cat=0
split_feature=71 125 59 59 71 107 106 52 15
split_gain=0.0966897 0.150037 0.131305 0.117684 0.355063 0.526926 0.341001 0.405371 0.390796
threshold=0.27827766537666326 0.00075379351619631063 0.0030382014811038975 0.0022975050378590827 0.15819545835256579 0.0010263677686452868 0.000490355829242617 0.0079489401541650313 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 7 8 -5
right_child=1 -3 -4 6 5 -7 -8 -9 -10
leaf_value=0.00017937400384578274 -0.001387372934010925 -0.0041763922449124889 0.003442137873294184 -0.0011064570815495949 0.0068380007071144619 -0.0011521069699738701 1.6404967684669328e-05 0.00035358473913092416 -0.005087041216711545
leaf_weight=3599.7499314546585 84.167281150817871 50.266570687294006 26.693912148475647 214.52742898464203 70.53695809841156 51.339131593704224 5053.8381531238556 257.39434313774109 151.48655652999878
leaf_count=1909 72 43 13 95 21 39 2371 112 105
internal_value=0 -0.00145735 -0.00022449 2.49839e-05 0.000287209 0.00347224 -0.000146914 -0.0014709 -0.00275395
internal_weight=0 161.128 110.861 9398.87 3721.63 121.876 5677.25 623.408 366.014
internal_count=4780 128 85 4652 1969 60 2683 312 200
is_linear=0
shrinkage=0.06


Tree=403
num_leaves=10
num_cat=0
split_feature=100 95 33 34 23 58 100 54 113
split_gain=0.102087 0.226616 0.285177 0.168139 0.422357 0.319371 0.190865 0.307374 0.252975
threshold=0.060991313308477409 0.00066645268816500913 0.031632266007363803 0.064669914543628707 0.036783467978239066 0.0027679565828293566 0.020035739988088611 0.011880517937242987 0.010500331409275534
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 -1 8 -8
right_child=1 2 -4 4 -6 -7 7 -9 -10
leaf_value=7.0354361511551269e-05 -0.002187699594575084 -0.00024710512932150762 0.0054330165179797109 -0.0076811581205093755 0.0038750841261882244 -0.0013237601948282709 -0.0019059230298101909 -0.0044249437240027455 0.001145757390970531
leaf_weight=8751.1200828552246 45.59061062335968 60.498193502426147 67.12641716003418 44.421620607376099 34.780413150787354 79.105604648590088 205.16366815567017 85.336271166801453 186.85738503932953
leaf_count=4270 39 37 23 38 15 48 146 73 91
internal_value=0 0.00144335 0.00274046 -2.66344e-05 -0.00196547 -0.00360994 6.62496e-06 -0.00116169 -0.000451335
internal_weight=0 173.215 127.625 9386.79 158.308 123.527 9228.48 477.357 392.021
internal_count=4780 99 60 4681 101 86 4580 310 237
is_linear=0
shrinkage=0.06


Tree=404
num_leaves=10
num_cat=0
split_feature=33 99 42 117 128 32 92 26 58
split_gain=0.106469 0.463883 0.401535 0.335484 0.875893 0.37399 0.33126 0.496096 0.643592
threshold=0.00077738583786413084 0.057509137317538268 0.00060774214216507982 0.00062670491752214741 0.004017772153019906 0.0019071503775194289 0.0034400182776153092 0.0010918468469753864 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -5 8 -8
right_child=1 2 -4 6 -6 -7 7 -9 -10
leaf_value=-0.00028546407153169569 0.0019498264012174896 0.00053025941699924703 -0.0053152534958314721 0.0004979900220649264 -0.0048806938300877227 0.0071173951179476459 -0.0076437451395414083 0.0017209219734628176 -0.0006010760853304238
leaf_weight=3152.4970601797104 125.28663063049316 71.89880633354187 102.77469229698181 3593.3500881195068 49.001151561737061 84.37198007106781 47.832161545753479 336.30708956718445 1996.6806066036224
leaf_count=1610 58 32 83 1756 37 23 36 150 995
internal_value=0 0.000140449 -0.00290913 0.000225912 0.00234144 0.00402939 0.000134318 -0.00041457 -0.000765842
internal_weight=0 6407.5 174.673 6232.83 258.66 209.659 5974.17 2380.82 2044.51
internal_count=4780 3170 115 3055 118 81 2937 1181 1031
is_linear=0
shrinkage=0.06


Tree=405
num_leaves=10
num_cat=0
split_feature=45 37 136 101 104 70 97 91 109
split_gain=0.0969395 0.290401 0.447171 0.373516 0.481934 0.649507 0.609221 0.474095 0.565173
threshold=0.0051502294372767219 0.0032328735105693345 0.0015349716995842757 0.14610802382230761 0.0063990866765379914 0.017188700847327713 0.0098710241727530974 0.0042751494329422721 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -6
right_child=-2 -3 -4 -5 6 -7 -8 -9 -10
leaf_value=0.00029614496565800682 0.0002457257454845444 -0.0010172749931861014 -0.0021619331120965547 -0.0046147043378594417 -0.00042614970568439776 0.003469892542095621 0.0043406435196584499 0.0017922383628824947 -0.0050331958449480263
leaf_weight=3682.5062980651855 3602.0033230781555 1123.9644358158112 307.16692757606506 57.184081673622131 169.6118221282959 247.75313568115234 58.943487048149109 90.409788370132446 220.45696747303009
leaf_count=1729 1847 573 189 44 91 89 16 38 164
internal_value=0 -0.000148557 5.34287e-05 0.00020375 0.000265397 0.00049621 -0.00141632 -0.00212257 -0.00302994
internal_weight=0 5958 4834.03 4526.87 4469.68 3930.26 539.422 480.479 390.069
internal_count=4780 2933 2360 2171 2127 1818 309 293 255
is_linear=0
shrinkage=0.06


Tree=406
num_leaves=10
num_cat=0
split_feature=74 6 123 138 126 75 74 38 67
split_gain=0.0998268 0.290909 0.292631 0.42503 0.383584 0.291772 0.273217 0.272562 0.45891
threshold=0.0020932231564074759 0.0014427106943912806 0.00075379351619631063 0.016668972559273246 0.00043393640953581786 0.0062037324532866487 0.0056525857653468856 0.00017767510871635753 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 -2 -3 -5 -4 -9
right_child=1 5 3 6 -6 -7 -8 8 -10
leaf_value=6.2073507677659623e-05 -0.0074015078517340616 -0.0028183161662218292 0.0014810902554391323 -0.0092064372456448773 -0.00078773492788210297 0.0020455072866282426 -0.0012996706000644345 -0.006323093957228897 0.00011872825583956147
leaf_weight=8671.207523226738 59.522061705589294 56.01509165763855 221.15565264225006 31.562730431556702 67.222846269607544 214.14171254634857 31.369872212409973 53.677111625671387 154.12566459178925
leaf_count=4359 46 43 81 27 28 75 17 41 63
internal_value=0 -0.000605599 -0.00132293 -0.000660524 -0.0038937 0.00103703 -0.00526517 1.50251e-05 -0.00154525
internal_weight=0 888.793 618.636 491.891 126.745 270.157 62.9326 428.958 207.803
internal_count=4780 421 303 229 74 118 44 185 104
is_linear=0
shrinkage=0.06


Tree=407
num_leaves=10
num_cat=0
split_feature=24 140 94 141 61 7 118 71 94
split_gain=0.0975301 0.532274 0.504885 0.421867 0.411505 0.454073 0.409808 0.385225 0.407979
threshold=0.00047558375808876013 0.076978169381618514 0.0033348383149132137 0.00085274505545385193 0.010500331409275534 0.0020292587578296666 0.00085274505545385193 0.0048403022810816774 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 7 -4 8 -1
right_child=-2 3 6 -5 -6 -7 -8 -9 -10
leaf_value=-0.0023808710342436198 -7.7355217065084813e-05 0.0066409433193605647 0.0058253656324935453 -0.00030956049052562935 0.0035985307521253194 0.00084193085481513714 0.00050926546549009358 -0.00046400139959723103 -0.0082062640919837067
leaf_weight=203.89824903011322 8220.6286994218826 84.468409180641174 89.047940135002136 50.073712468147278 81.057868242263794 347.32198596000671 126.16633331775665 302.39453840255737 54.942530751228333
leaf_count=140 4126 28 27 33 30 125 44 180 47
internal_value=0 0.000474781 7.50807e-05 0.00405411 -0.000497698 -0.000863147 0.00270888 -0.00191834 -0.00361739
internal_weight=0 1339.37 1204.83 134.542 989.615 908.557 215.214 561.235 258.841
internal_count=4780 654 593 61 522 492 71 367 187
is_linear=0
shrinkage=0.06


Tree=408
num_leaves=10
num_cat=0
split_feature=53 73 62 92 135 78 94 101 143
split_gain=0.0956894 0.301182 0.40575 0.467337 0.613463 0.589203 0.529368 0.47304 0.451727
threshold=0.0033348383149132137 0.00042089859198313212 0.00093549740267917525 0.00099512818269431613 0.0023699469165876512 0.0079489401541650313 0.0098710241727530974 0.05109804309904576 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 7 -6 -3 8 -5
right_child=1 2 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00021511896914954611 -0.000608998440210689 0.0014339285440622465 0.0015029335100760499 -0.0011020902917934993 -0.0014650437623340382 -0.0080207812572839435 -0.0036913972800592474 -0.0059444760973284333 0.00091779540141417545
leaf_weight=4185.1838456392288 1347.4225463867188 1031.8189234733582 961.18553626537323 665.49196922779083 181.39815139770508 67.801420927047729 78.033043742179871 47.832161545753479 993.83266830444336
leaf_count=2100 833 445 419 348 106 58 52 36 383
internal_value=0 0.000167506 0.000427296 9.01089e-05 -0.000467814 -0.00324871 0.00107357 -6.18773e-05 0.000107696
internal_weight=0 5374.82 4027.39 3066.21 1956.36 249.2 1109.85 1707.16 1659.32
internal_count=4780 2680 1847 1428 931 164 497 767 731
is_linear=0
shrinkage=0.06


Tree=409
num_leaves=10
num_cat=0
split_feature=94 20 83 61 82 95 112 123 96
split_gain=0.102331 0.34874 0.714661 0.487547 0.459241 0.616218 0.450194 0.462873 0.411934
threshold=0.0054799309000372895 0.0011615398107096555 0.0046923852059990176 0.0054799309000372895 0.00047558375808876013 0.0058306583669036635 0.00046126570669002836 0.00082683752407319855 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6 8 -8
right_child=1 2 4 -5 5 -7 7 -9 -10
leaf_value=-0.00011966246729661723 -0.0002288327594957339 -0.0030870737611097404 0.0054176696883071664 0.0037265336360037533 0.0037355627721582319 -0.0020484202510514817 0.0053075073070918332 -0.0060864907316134269 -0.0014069068269221417
leaf_weight=6970.0039440393448 1592.8613834381104 186.0741114616394 124.90091419219971 47.446445107460022 327.2562974691391 141.84534907341003 58.943487048149109 36.238690495491028 74.429644584655762
leaf_count=3543 802 110 38 16 98 82 16 31 44
internal_value=0 0.000322027 0.00120199 -0.00170269 0.00209027 0.00143959 0.00243535 -7.33383e-05 0.00156049
internal_weight=0 2590 997.135 233.521 763.614 638.713 496.868 169.612 133.373
internal_count=4780 1237 435 126 309 271 189 91 60
is_linear=0
shrinkage=0.06


Tree=410
num_leaves=10
num_cat=0
split_feature=45 10 134 116 92 83 60 101 141
split_gain=0.0998831 0.385738 0.27784 0.343001 0.370765 0.255377 0.609086 0.444702 0.424136
threshold=0.000490355829242617 0.0066005610860884198 0.00017767510871635753 0.0026833302108570938 0.00244467705488205 0.0046923852059990176 0.00017767510871635753 0.0011261500185355546 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -2 -8
right_child=5 -3 -4 4 -6 -7 8 -9 -10
leaf_value=0.00030754700531512196 -5.4352438370290057e-05 0.0041041332559266369 0.0029094579580034989 -0.0075887239397624904 -0.00087431777134991168 0.00010557173345944812 0.0013198300561850312 0.0036915977504951921 -0.0019979761397184302
leaf_weight=903.98961389064789 591.35161197185516 98.399860262870789 121.39394414424896 42.083640575408936 99.858137607574463 6396.6811685562134 160.94674646854401 141.36320352554321 1003.9323399066925
leaf_count=434 319 35 35 36 51 3205 59 57 549
internal_value=0 0.000496464 0.000192355 -0.000123 -0.00286504 -7.57615e-05 -0.000687026 0.000668356 -0.00153957
internal_weight=0 1265.73 1167.33 1045.93 141.942 8294.28 1897.59 732.715 1164.88
internal_count=4780 591 556 521 87 4189 984 376 608
is_linear=0
shrinkage=0.06


Tree=411
num_leaves=10
num_cat=0
split_feature=43 89 58 31 96 86 72 92 7
split_gain=0.0986534 0.376326 0.503302 0.524111 0.66772 0.36501 0.32992 0.375759 0.316495
threshold=0.0022975050378590827 0.0017376682371832433 0.00244467705488205 0.00052132029668428015 0.013860232196748258 0.00073092587990686308 0.011169348377734424 0.00082683752407319855 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -4 -8 -3
right_child=1 8 6 -5 -6 -7 7 -9 -10
leaf_value=0.0001104584132237406 -0.00094062056418186082 -0.0026907169164372101 0.00010724150610113657 -0.0061770890907069378 0.0059920589611908489 -0.0069212035288296779 -0.00011583387598721652 -0.0049328131178322703 0.0023383559572517335
leaf_weight=7196.4733349084854 129.17931711673737 53.677111625671387 1465.104821562767 109.69220328330994 39.263514995574951 51.339131593704224 127.72103977203369 107.25779414176941 280.2919979095459
leaf_count=3363 81 41 914 84 9 39 65 77 107
internal_value=0 -0.000336324 -0.000643442 -0.00278974 -0.00109913 -0.00264149 -0.000227493 -0.00231458 0.00153006
internal_weight=0 2363.53 2029.56 329.474 219.782 180.518 1700.08 234.979 333.969
internal_count=4780 1417 1269 213 129 120 1056 142 148
is_linear=0
shrinkage=0.06


Tree=412
num_leaves=10
num_cat=0
split_feature=94 14 114 42 134 92 96 147 52
split_gain=0.0915565 0.358 0.39379 0.547848 0.661418 0.396908 0.620363 0.412907 0.462057
threshold=0.0054799309000372895 0.0019672545604407792 0.00040826165059115743 0.00093549740267917525 0.00017767510871635753 0.0041444667149335155 0.0018488886416889729 0.0033348383149132137 0.010500331409275534
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 -7 -8 -9
right_child=1 -3 5 -5 -6 6 7 8 -10
leaf_value=-0.0001131878715088472 -0.0004290592726958535 -0.00026587552803618308 0.0033756512174022528 -0.00242907382801459 0.0079024687087620171 0.0030763812389003821 0.00094247872211512872 -0.0094027650331988434 0.00022533945502253809
leaf_weight=6970.0039440393448 105.79951679706573 1565.8781839609146 364.47111976146698 207.50164818763733 50.760556936264038 152.66738724708557 68.391836285591125 44.421620607376099 30.104453086853027
leaf_count=3543 61 774 120 148 9 47 29 38 11
internal_value=0 0.000304603 0.00117686 -0.000407341 0.00227222 0.00205065 0.000416863 -0.00242408 -0.00551354
internal_weight=0 2590 1024.12 364.062 156.56 660.056 295.585 142.918 74.5261
internal_count=4780 1237 463 218 70 245 125 78 49
is_linear=0
shrinkage=0.06


Tree=413
num_leaves=10
num_cat=0
split_feature=12 75 63 144 19 68 147 34 8
split_gain=0.0984559 0.389092 0.392816 0.55531 1.01899 0.522883 0.750265 0.409407 0.547454
threshold=0.0010263677686452868 0.00042089859198313212 0.0019071503775194289 0.00017767510871635753 0.010180860292166473 0.0012357163941487672 0.0038949446752667431 0.00899649551138282 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7 -4 -9
right_child=1 2 7 4 5 6 -8 8 -10
leaf_value=0.00023988878208633079 -0.0028584122938393737 -0.0033110009326677969 0.00099000926048818856 0.0001243849503242002 -0.009132642146310788 0.0029871285754429237 -0.0050614902204329524 -0.0043017740323239044 -2.6820288613703575e-05
leaf_weight=3745.861842751503 185.48369610309601 250.36856234073639 1751.6021010875702 1972.7340723276138 54.846101641654968 61.281467080116272 130.44473624229431 117.68227517604828 1289.6954121589661
leaf_count=2093 139 165 687 886 42 18 87 81 582
internal_value=0 -0.000154553 -6.5451e-05 -0.000632339 -0.000330148 -0.0039667 -0.00248891 0.000377739 -0.000384284
internal_weight=0 5814.14 5628.65 2469.67 2219.31 246.572 191.726 3158.98 1407.38
internal_count=4780 2687 2548 1198 1033 147 105 1350 663
is_linear=0
shrinkage=0.06


Tree=414
num_leaves=10
num_cat=0
split_feature=59 143 14 145 32 140 133 126 103
split_gain=0.105342 0.233863 0.625483 0.539611 0.501073 0.635927 0.663961 0.363232 0.295592
threshold=0.0022975050378590827 0.0049928687512874612 0.00055427959887310873 0.0012745757703669371 0.0042751494329422721 0.00899649551138282 0.022641776129603389 0.00043393640953581786 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 -6 -3
right_child=1 8 4 -5 7 -7 -8 -9 -10
leaf_value=0.00024409180252376103 0.0026732510731533664 0.00021775766126532823 -0.0068628042516474929 -0.0027803689033319345 -0.0028607031511516845 -0.0004870639300205316 0.003065170769485473 0.0039494226667753079 -0.00095329294101269551
leaf_weight=3820.9901725053787 211.99659073352814 3990.0944641828537 191.52150440216064 94.398903965950012 49.977283358573914 145.25589001178741 27.766473054885864 64.692008018493652 963.30697667598724
leaf_count=2054 83 1761 154 66 28 80 9 16 529
internal_value=0 -0.000162515 -0.00112426 0.000993018 -0.002478 -0.00356614 -0.00560571 0.000981308 -9.98104e-06
internal_weight=0 5739.01 785.609 306.395 479.213 364.544 219.288 114.669 4953.4
internal_count=4780 2726 436 149 287 243 163 44 2290
is_linear=0
shrinkage=0.06


Tree=415
num_leaves=10
num_cat=0
split_feature=105 140 61 89 109 101 87 46 80
split_gain=0.0969746 0.469867 0.462765 0.410205 0.45043 0.655538 0.472917 0.391962 0.520285
threshold=0.0060143163427710542 0.02636832278221846 0.00064626874518580746 0.0020292587578296666 0.01884530205279589 0.0022272822679951791 0.004017772153019906 0.0010918468469753864 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 7 -2 -6 -9
right_child=1 2 -4 -5 5 -7 -8 8 -10
leaf_value=9.7950286816497916e-05 -0.0011094625449467523 0.0059475446850817681 0.00015967019420643633 0.0015479891289711051 0.002792615391658444 0.0043732846103458865 -0.0046104058889584552 -0.00028053327560531528 -0.0088319627152608857
leaf_weight=7570.9003343582153 1076.8191187381744 78.527029991149902 135.61468255519867 252.23623752593994 53.387824296951294 123.63549506664276 159.47662842273712 68.48826539516449 40.914650559425354
leaf_count=3880 513 18 57 83 26 32 102 34 35
internal_value=0 -0.000372818 0.00228212 -0.000693125 -0.00106436 0.00107956 -0.00156107 -0.00142194 -0.00347861
internal_weight=0 1989.1 214.142 1774.96 1522.72 286.426 1236.3 162.791 109.403
internal_count=4780 900 75 825 742 127 615 95 69
is_linear=0
shrinkage=0.06


Tree=416
num_leaves=10
num_cat=0
split_feature=18 70 15 98 98 40 8 66 25
split_gain=0.0924727 0.284706 0.362267 0.123914 0.556225 0.487729 0.412772 0.540599 0.455439
threshold=0.13848232477903369 0.00082683752407319855 0.0058306583669036635 0.00043393640953581786 0.00066645268816500913 0.0036604277556762104 0.0011261500185355546 0.0003614811430452392 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1 -7 8 -8
right_child=1 2 -4 4 -6 6 7 -9 -10
leaf_value=0.00024853352798756957 0.0045527773392666036 -0.004507313504435998 0.001947279959288671 0.0016048692475176725 -9.2730480197818725e-05 -0.0055062107487270405 -0.0036999275595851655 0.001984135462662559 4.6961792356861208e-05
leaf_weight=1306.049431681633 64.692008018493652 47.63930332660675 91.289491057395935 777.25654661655426 6552.6271455287933 89.626514792442322 280.08729898929596 150.42583632469177 200.30669057369232
leaf_count=655 16 26 24 301 3422 57 156 50 73
internal_value=0 0.00126495 -0.000266029 -2.75287e-05 8.7282e-05 -0.000442802 -0.00169608 -0.00115474 -0.00213761
internal_weight=0 203.621 138.929 9356.38 7329.88 2026.5 720.446 630.82 480.394
internal_count=4780 66 50 4714 3723 991 336 279 229
is_linear=0
shrinkage=0.06


Tree=417
num_leaves=10
num_cat=0
split_feature=82 29 15 80 92 138 80 42 134
split_gain=0.0954449 0.257052 0.322433 0.381177 0.343296 0.319549 0.428261 0.313703 0.353551
threshold=0.0070226341485977182 0.018276390619575981 0.0037758676335215573 0.00062670491752214741 0.013860232196748258 0.00064626874518580746 0.0098710241727530974 0.0031340263085439806 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 -4 -9
right_child=1 -3 5 4 -6 6 -8 8 -10
leaf_value=-6.7622986592537102e-05 -0.00022052368666645569 -0.0022038986880845153 -0.0039955829600133892 0.004771153325060287 -0.0006567765150915383 -0.0038575738728830844 0.0037452628570994223 0.0004775591101101402 0.0051833591131304384
leaf_weight=8480.9632786512375 151.39012742042542 110.95762240886688 43.252630591392517 194.46174049377441 53.484253406524658 130.63759446144104 33.514994025230408 289.63207733631134 71.705948114395142
leaf_count=4152 100 90 37 68 31 97 9 174 22
internal_value=0 0.0005315 0.000845021 0.00215181 0.0036003 -7.25232e-05 -0.0023053 0.000833372 0.0014114
internal_weight=0 1079.04 968.079 399.336 247.946 568.743 164.153 404.591 361.338
internal_count=4780 628 538 199 99 339 106 233 196
is_linear=0
shrinkage=0.06


Tree=418
num_leaves=10
num_cat=0
split_feature=146 106 148 76 46 66 46 113 82
split_gain=0.0983918 0.394672 0.52181 0.46183 0.499299 0.470973 0.868242 0.504335 0.414794
threshold=0.0072436286136507997 0.0016331639490090313 0.0005893622583243997 0.000490355829242617 0.0038949446752667431 0.0010585968848317864 0.01884530205279589 0.00042089859198313212 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 8 6 -6 -8 -4
right_child=1 2 3 -5 5 -7 7 -9 -10
leaf_value=-0.00014448302680556991 -0.00064069426153645647 0.005213391901799579 -0.0013850016768307139 -0.0010363702277011218 -0.0023038571474483581 0.0031832697237905009 -0.0037595631739058269 0.0026976649922489451 0.002728221946255422
leaf_weight=6114.810782790184 1167.2289071083069 89.240798354148865 102.19611763954163 516.04226469993591 430.99528086185455 148.08785629272461 51.146273374557495 292.95802986621857 647.29395592212677
leaf_count=3195 551 37 53 289 231 48 29 108 239
internal_value=0 0.000256441 0.000716133 0.000532766 0.00101686 8.28293e-05 -0.00050953 0.00173789 0.00216737
internal_weight=0 3445.19 2277.96 2188.72 1672.68 923.187 775.1 344.104 749.49
internal_count=4780 1585 1034 997 708 416 368 137 292
is_linear=0
shrinkage=0.06


Tree=419
num_leaves=10
num_cat=0
split_feature=122 63 117 68 43 102 126 4 122
split_gain=0.0962374 0.383257 0.327659 0.358343 0.29221 0.210915 0.374781 0.287341 0.145316
threshold=0.0048403022810816774 0.0068083447404205808 0.00093549740267917525 0.0068083447404205808 0.0032328735105693345 0.0025217677466571335 0.00047558375808876013 0.0012745757703669371 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 -2 5 -5 7 -7 -4 -1
right_child=1 -3 3 4 -6 6 -8 -9 -10
leaf_value=1.9845326228863533e-06 -0.0043447866955033448 -0.0033982138754260383 0.0027267923934655549 0.0015020112723217059 -0.0049207286312150413 0.0010595167596218734 0.0064129799665930244 -0.002813820298791458 -0.00122236980302099
leaf_weight=8636.2342518568039 33.8042813539505 69.753684520721436 114.5728622674942 57.870926141738892 45.59061062335968 84.564838290214539 106.1970739364624 47.735732436180115 363.67600548267365
leaf_count=4334 24 40 39 20 39 33 22 31 198
internal_value=0 0.000763105 0.00135508 0.00177713 -0.00132819 0.0026871 0.00403979 0.00109727 -4.74902e-05
internal_weight=0 560.09 490.336 456.532 103.462 353.071 190.762 162.309 8999.91
internal_count=4780 248 208 184 59 125 55 70 4532
is_linear=0
shrinkage=0.06


Tree=420
num_leaves=10
num_cat=0
split_feature=59 14 99 113 45 113 124 110 33
split_gain=0.0923129 0.274005 0.337526 0.340135 0.320577 0.337167 0.427443 0.261161 0.43171
threshold=0.0019672545604407792 0.007706565549597145 0.017188700847327713 0.0013146653072908523 0.0045489775948226461 0.00050559637020342063 0.00073092587990686308 0.00096484774257987748 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 6 -3 8 -1
right_child=1 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.00034059979053084708 -3.0036930993701018e-05 0.0050486736379611709 -0.006953494660506444 -0.0045500099278294927 0.0029214265896636005 -0.0064762875100855726 -0.0018432061942607323 0.0010130953410068659 0.0026046853716469942
leaf_weight=2225.212234377861 5611.8794699907303 41.601495027542114 38.576670527458191 80.563881993293762 86.806389212608337 38.576670527458191 146.424880027771 1095.5111182928085 194.84745693206787
leaf_count=1220 2632 11 33 64 30 33 81 588 88
internal_value=0 -0.000142192 -0.00159728 -0.00107281 -0.00017898 -0.00136667 -0.000318354 0.000244474 -0.000103465
internal_weight=0 6044.43 432.55 393.973 313.409 226.603 188.026 3515.57 2420.06
internal_count=4780 2884 252 219 155 125 92 1896 1308
is_linear=0
shrinkage=0.06


Tree=421
num_leaves=10
num_cat=0
split_feature=24 51 140 34 94 85 100 5 34
split_gain=0.0974011 0.477055 0.29205 0.359456 0.262944 0.256112 0.293838 0.388184 0.332611
threshold=0.00047558375808876013 0.010829726699739696 0.076978169381618514 0.0015833032084628942 0.0033348383149132137 0.0063990866765379914 0.00057154725072905432 0.0019672545604407792 0.02636832278221846
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 -8
right_child=-2 -3 3 -5 -6 -7 8 -9 -10
leaf_value=-0.0033373386696842248 -7.7304032080550649e-05 0.0037272200235441253 0.0058458632908379134 -0.0015450788064703775 0.001901805554225608 0.0010788080294864548 0.0007548679204558759 0.0020443149593975854 -0.0051788263795001874
leaf_weight=287.87267196178436 8220.6286994218826 144.77374446392059 64.884866237640381 37.311251401901245 178.19230937957764 237.23222553730011 292.65690183639526 57.967355251312256 38.480241417884827
leaf_count=202 4126 55 26 27 59 80 152 25 28
internal_value=0 0.000474467 8.02648e-05 0.00314747 -0.000206678 -0.000617651 -0.00121214 -0.0024353 6.53349e-05
internal_weight=0 1339.37 1194.6 102.196 1092.4 914.209 676.977 345.84 331.137
internal_count=4780 654 599 53 546 487 407 227 180
is_linear=0
shrinkage=0.06


Tree=422
num_leaves=10
num_cat=0
split_feature=45 104 71 39 130 86 137 41 148
split_gain=0.0994531 0.307161 0.328062 0.421019 0.241347 0.55617 0.500553 0.380614 0.345059
threshold=0.000490355829242617 0.0033348383149132137 0.15819545835256579 0.0010918468469753864 0.00096484774257987748 0.0019071503775194289 0.0026833302108570938 0.0012357163941487672 0.027182282879948619
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 8 -7 -1
right_child=-2 -3 3 -5 -6 7 -8 -9 -10
leaf_value=9.4189942141992571e-05 -7.559826775749195e-05 0.0040988036832826334 -0.00087197870701418313 0.006811089808486397 0.0020274342882090294 -0.0070163635085942313 -0.0064920624432919004 -0.00060167316673143936 0.0044738381036312936
leaf_weight=668.70965194702148 8294.2750704288483 79.792449116706848 45.494181513786316 58.943487048149109 168.74396014213562 71.21196186542511 38.576670527458191 62.546886205673218 71.705948114395142
leaf_count=336 4189 24 34 16 46 56 33 24 22
internal_value=0 0.000495394 0.000252948 0.00346426 -5.71617e-05 -0.000442549 0.000171175 -0.00401679 0.000518339
internal_weight=0 1265.73 1185.93 104.438 1081.5 912.751 778.992 133.759 740.416
internal_count=4780 591 567 50 517 471 391 80 358
is_linear=0
shrinkage=0.06


Tree=423
num_leaves=10
num_cat=0
split_feature=29 4 12 3 46 18 47 98 43
split_gain=0.0942621 0.456955 0.675133 0.579172 0.506729 0.463972 0.416083 0.418762 0.478729
threshold=0.0036604277556762104 0.00077738583786413084 0.00087947337306104611 0.0015833032084628942 0.096724390983581557 0.010829726699739696 0.011519505176693203 0.0019672545604407792 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 -2 -8 -9
right_child=1 -3 3 -5 -6 -7 7 8 -10
leaf_value=0.00021677891603458593 -0.0018470781826337675 0.00017347207095344904 -0.0045025626810749871 -0.00025043695764369398 0.0022944297181365526 0.0043438422954444464 -0.0016755740793928237 0.0056974783445955602 0.00020091624277883522
leaf_weight=4113.7908662557602 347.0090172290802 3956.640377163887 382.17514681816101 270.44609153270721 44.035904169082642 84.37198007106781 129.27574622631073 100.73784029483795 131.51729714870453
leaf_count=1975 228 1934 263 133 18 23 86 37 83
internal_value=0 -0.000163744 -0.00105947 -0.00242222 -0.0038003 0.000137859 -0.000362983 0.0010615 0.00258498
internal_weight=0 5446.21 1489.57 696.657 426.211 792.912 708.54 361.531 232.255
internal_count=4780 2805 871 414 281 457 434 206 120
is_linear=0
shrinkage=0.06


Tree=424
num_leaves=10
num_cat=0
split_feature=61 124 133 91 145 107 75 70 53
split_gain=0.0932466 0.279003 0.554584 0.286975 0.333845 0.270583 0.466826 0.676051 0.516159
threshold=0.0042751494329422721 0.013860232196748258 0.0070226341485977182 0.00066645268816500913 0.0014427106943912806 0.0051502294372767219 0.0010918468469753864 0.0016331639490090313 0.040252277627587325
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1 8 -8 -7
right_child=1 2 -4 4 -6 6 7 -9 -10
leaf_value=6.8130428441539299e-05 2.7334648315873638e-05 0.0029950702845200389 0.0049268633385800269 0.0019416753553837267 -0.0030548201189099897 -0.00083990398122072904 -0.0042826304822977069 -0.00028629123294241415 0.0027395245268011792
leaf_weight=5724.7893559932709 2070.6162649393082 93.723900198936462 132.98741519451141 80.96143913269043 118.7548360824585 522.26109051704407 278.32789361476898 336.78923511505127 200.78883612155914
leaf_count=2704 1073 31 40 25 77 373 184 175 98
internal_value=0 0.000315151 0.00171271 0.000256052 -0.00102933 -0.000111419 -0.000879545 -0.00209455 0.000154093
internal_weight=0 2497.04 426.428 293.44 199.716 7062.96 1338.17 615.117 723.05
internal_count=4780 1246 173 133 102 3534 830 359 471
is_linear=0
shrinkage=0.06


Tree=425
num_leaves=10
num_cat=0
split_feature=99 60 79 11 46 31 66 128 80
split_gain=0.092817 0.298318 0.465271 0.411966 0.256835 0.319822 0.521654 0.50617 0.375281
threshold=0.004017772153019906 0.037906534969806678 0.0014881226234138014 0.039062514901161201 0.21471316367387774 0.00044738779251929378 0.0013986918493174019 0.0030382014811038975 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 8 -2
right_child=1 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.00013217756817210586 -0.00010403032147362199 -0.007643544071173341 8.4138629069841235e-05 -0.0044736363523349343 0.0036334158935311914 0.0010044533805075833 -0.006257960392015983 -0.002252301964052596 0.0024239214448688556
leaf_weight=6373.9526906013489 809.4824401140213 43.252630591392517 79.792449116706848 61.667183518409729 90.216930150985718 1472.4790931940079 50.266570687294006 292.75333094596863 286.13694798946381
leaf_count=3338 422 37 24 38 28 581 43 157 112
internal_value=0 0.000264432 -0.00263229 0.000380797 0.000480539 0.00038283 -0.000253415 -3.60178e-05 0.000556181
internal_weight=0 3186.05 123.045 3063 3001.34 2911.12 1438.64 1388.37 1095.62
internal_count=4780 1442 61 1381 1343 1315 734 691 534
is_linear=0
shrinkage=0.06


Tree=426
num_leaves=10
num_cat=0
split_feature=95 49 28 110 25 105 101 121 52
split_gain=0.0917513 0.303466 0.328952 0.427428 0.433073 0.340491 0.316453 0.523982 0.304095
threshold=0.011169348377734424 0.0049928687512874612 0.0012357163941487672 0.00057154725072905432 0.014293605927377941 0.0060143163427710542 0.013860232196748258 0.0035485138650983576 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 5 -5 7 8 -2
right_child=1 -3 3 4 -6 -7 -8 -9 -10
leaf_value=6.3623022894052252e-05 -0.0026527654569063496 0.0036299968728982935 -0.0055357554135961936 -0.00087256113804903899 0.0039884661693239771 -0.0074826323628954137 0.0030289966527361897 0.0028208082326921097 0.0010724393330149322
leaf_weight=8557.4297752380371 294.5008956193924 59.039916157722473 103.94368231296539 124.21406972408295 50.856986045837402 36.238690495491028 103.07582032680511 122.948650598526 107.75178039073944
leaf_count=4242 188 21 84 62 14 31 39 56 43
internal_value=0 -0.000543054 -0.000804176 -0.00238573 -0.000836231 -0.00236546 -1.05903e-05 -0.000607139 -0.00165489
internal_weight=0 1002.57 943.531 315.253 211.31 160.453 628.277 525.201 402.253
internal_count=4780 538 517 191 107 93 326 287 231
is_linear=0
shrinkage=0.06


Tree=427
num_leaves=10
num_cat=0
split_feature=143 98 50 42 110 145 37 18 144
split_gain=0.094937 0.418766 0.331265 0.513083 0.447185 0.494719 0.387545 0.376115 0.416146
threshold=0.01884530205279589 0.0051502294372767219 0.015200819820165636 0.0015833032084628942 0.00017767510871635753 0.004017772153019906 0.0027679565828293566 0.00017767510871635753 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 6 -6 -2 -9
right_child=1 -3 -4 4 5 -7 -8 8 -10
leaf_value=7.9373853475177197e-05 -0.00029074061418034086 -0.0027514531204251534 0.0029607133948320761 -0.0021977333167973955 0.0041348184736769659 -0.0014202797055487282 -7.0479795325380113e-05 -0.0019555917456635361 -0.0078387744057567821
leaf_weight=8127.6762320995331 228.55530917644501 237.50967216491699 122.65936326980591 145.15946090221405 242.5950300693512 141.55606174468994 116.91084229946136 133.27670252323151 64.101592659950256
leaf_count=4135 107 154 41 75 60 67 41 55 45
internal_value=0 -0.000450404 7.00673e-06 -0.000330911 0.000734695 0.00158423 0.00276726 -0.00194763 -0.00386624
internal_weight=0 1432.32 1194.81 1072.15 646.221 501.062 359.506 425.934 197.378
internal_count=4780 645 491 450 243 168 101 207 100
is_linear=0
shrinkage=0.06


Tree=428
num_leaves=10
num_cat=0
split_feature=49 149 97 148 58 37 40 98 101
split_gain=0.0965838 0.464615 0.351038 0.710084 0.311179 0.281219 0.276379 0.526227 0.467559
threshold=0.0014881226234138014 0.0048403022810816774 0.0042751494329422721 0.0016331639490090313 0.0035485138650983576 0.00075379351619631063 0.0031340263085439806 0.0019672545604407792 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -3 -2 -8 -9
right_child=1 5 3 4 -6 -7 7 8 -10
leaf_value=5.7901537284743518e-05 -0.0039547171770330167 -0.0019823792720614591 0.0024826545418704053 -0.0086909165420650594 -0.0015793137997803007 0.0034228423964556818 0.0016661273739791182 0.0025078931248902724 -0.0050147709717206466
leaf_weight=8753.1450941562653 74.718931913375854 46.566742420196533 43.939475059509277 74.815361022949219 31.466301321983337 135.42182433605194 254.47778844833374 41.697924137115479 103.75082409381866
leaf_count=4375 59 30 13 64 22 47 80 16 74
internal_value=0 -0.000628143 -0.00140516 -0.00393302 -0.00658542 0.00203977 -0.00060511 2.07031e-05 -0.00285814
internal_weight=0 806.855 624.867 150.221 106.282 181.989 474.645 399.927 145.449
internal_count=4780 405 328 99 86 77 229 170 90
is_linear=0
shrinkage=0.06


Tree=429
num_leaves=10
num_cat=0
split_feature=128 98 99 128 72 109 17 91 140
split_gain=0.0930234 0.276319 0.539131 0.202591 0.606619 0.479975 0.393521 0.39821 0.332908
threshold=0.05109804309904576 0.00017767510871635753 0.00017767510871635753 0.012636432424187662 0.0042751494329422721 0.0021592099219560628 0.0028552538715302949 0.0016331639490090313 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 7 8 -6
right_child=1 -3 -4 4 6 -7 -8 -9 -10
leaf_value=5.3319167973881856e-05 0.0020716208562209359 0.0027051505304250259 -0.0070441308120622924 -0.0029523956394075235 -0.00093479365245152147 0.0021183003943723838 -0.0074963402901178497 0.001325989895906525 -0.0052062581018220014
leaf_weight=8529.8443197011948 62.450457096099854 156.07792818546295 37.311251401901245 89.626514792442322 131.13158071041107 268.60209774971008 50.266570687294006 103.07582032680511 131.61372625827789
leaf_count=4302 19 45 27 57 63 97 43 39 88
internal_value=0 0.00112869 -0.0013377 -3.10359e-05 -0.000960288 0.000849645 -0.00251854 -0.00183455 -0.00307445
internal_weight=0 255.84 99.7617 9304.16 774.316 358.229 416.088 365.821 262.745
internal_count=4780 91 46 4689 387 154 233 190 151
is_linear=0
shrinkage=0.06


Tree=430
num_leaves=10
num_cat=0
split_feature=97 23 12 4 58 149 97 75 14
split_gain=0.0934233 0.584141 0.421774 0.472044 0.371632 0.531987 0.579618 0.370615 0.620022
threshold=0.00017767510871635753 0.02636832278221846 0.0010263677686452868 0.0026012937305495147 0.0015349716995842757 0.028020657598972324 0.00038414125447161501 0.0027679565828293566 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -6 8 -4
right_child=1 -3 4 -5 5 -7 -8 -9 -10
leaf_value=-0.00017367648979558505 0.002621864541764031 -0.0022763287736635748 -0.0055644911149917101 -0.0014109195457745799 0.0061727084961078309 -0.0048667101036449128 0.00063227301239921505 -0.00018270636902369556 0.00069506857200321505
leaf_weight=5146.9851821660995 514.30654072761536 317.59140861034393 129.17931711673737 131.13158071041107 70.53695809841156 60.78748083114624 1872.3937891721725 1215.1811791658401 101.90683031082153
leaf_count=2849 199 193 81 63 21 52 810 474 38
internal_value=0 0.000202562 0.000394795 0.00180254 0.000131429 0.000660489 0.000833415 -0.000601553 -0.00280408
internal_weight=0 4413.02 4095.42 645.438 3449.99 2003.72 1942.93 1446.27 231.086
internal_count=4780 1931 1738 262 1476 883 831 593 119
is_linear=0
shrinkage=0.06


Tree=431
num_leaves=10
num_cat=0
split_feature=149 76 95 148 47 146 80 148 36
split_gain=0.0938794 0.304229 0.351061 0.441566 0.422428 0.493944 0.41668 0.494375 0.717086
threshold=0.000490355829242617 0.0005375427135732026 0.0042751494329422721 0.020035739988088611 0.00096484774257987748 0.021960759535431865 0.0014427106943912806 0.00087947337306104611 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -4 -9
right_child=-2 -3 6 -5 5 -7 -8 8 -10
leaf_value=-0.00086987775357529702 -0.00013641068732347394 -0.0014383912265245179 0.0022145256607238317 0.0022568654857363542 0.0013729327581919507 -0.0042074669674988137 0.00050363513317097457 -0.0057379986706088838 0.0028771688583839445
leaf_weight=657.80302536487579 6263.2725148200989 340.77835071086884 60.401764392852783 567.0193612575531 1017.1160395145416 60.498193502426147 382.2952573299408 166.87628495693207 43.939475059509277
leaf_count=307 3322 203 32 190 398 37 150 128 13
internal_value=0 0.000259159 0.000454862 0.000803221 0.000328267 0.00105964 -0.000772465 -0.0025712 -0.00394237
internal_weight=0 3296.73 2955.95 2302.44 1735.42 1077.61 653.513 271.218 210.816
internal_count=4780 1458 1255 932 742 435 323 173 141
is_linear=0
shrinkage=0.06


Tree=432
num_leaves=10
num_cat=0
split_feature=22 36 23 113 98 84 24 22 28
split_gain=0.0900873 0.288256 0.265136 0.471817 0.374855 0.215298 0.182412 0.168353 0.476963
threshold=0.0036604277556762104 0.00042089859198313212 0.0056525857653468856 0.0051502294372767219 0.0011261500185355546 0.00037263428384903824 0.0063990866765379914 0.0026012937305495147 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 5 -3 4 -4 -2 -6 -1 -9
right_child=1 2 3 -5 6 -7 -8 8 -10
leaf_value=-1.379300652436955e-06 0.004453333926865307 0.0018600883773203442 0.00077324189649213284 0.0029302086707822233 -0.0086150993350979695 0.00034407672956618412 -0.0023946249259319905 0.00084108082727327421 -0.0048600602785456555
leaf_weight=8886.4099559783936 104.05195212364197 109.89690220355988 38.190954089164734 49.687996029853821 50.266570687294006 82.130429148674011 25.62135124206543 118.27269053459167 95.471464872360229
leaf_count=4489 30 35 13 13 43 26 17 52 62
internal_value=0 0.000819355 -0.000419712 -0.00194959 -0.00407502 0.00264062 -0.00651494 -4.14034e-05 -0.0017054
internal_weight=0 459.846 273.664 163.767 114.079 186.182 75.8879 9100.15 213.744
internal_count=4780 177 121 86 73 56 60 4603 114
is_linear=0
shrinkage=0.06


Tree=433
num_leaves=10
num_cat=0
split_feature=38 93 65 108 102 28 32 31 5
split_gain=0.0897996 0.402373 0.397915 0.39811 0.656394 0.327794 0.297125 0.289725 0.272073
threshold=0.0045489775948226461 0.0048403022810816774 0.011169348377734424 0.015200819820165636 0.0032328735105693345 0.0010918468469753864 0.0058306583669036635 0.0022975050378590827 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 8 -2 7 -7 -4
right_child=1 -3 3 -5 -6 6 -8 -9 -10
leaf_value=4.9545513539011616e-05 0.001220571120070759 0.0034249831803812008 -0.00075494969269299236 0.002406744126354084 -0.0078063156105354055 -0.0069862623281711899 0.0005464407665572178 -0.00079639371612592099 -0.0057681582543442269
leaf_weight=8445.0866231918335 264.11899590492249 148.18428540229797 317.69967842102051 73.067796349525452 67.704991817474365 58.449500799179077 90.313359260559082 50.953415155410767 44.421620607376099
leaf_count=4259 103 53 139 33 53 50 33 19 38
internal_value=0 0.000703136 -4.80928e-05 -0.00168773 -0.00238376 -0.000166429 -0.0020007 -0.00410339 -0.00136992
internal_weight=0 612.02 8947.98 502.894 429.826 463.835 199.716 109.403 362.121
internal_count=4780 258 4522 263 230 205 102 69 177
is_linear=0
shrinkage=0.06


Tree=434
num_leaves=10
num_cat=0
split_feature=51 125 81 12 7 88 88 12 67
split_gain=0.0888692 0.444205 0.346735 0.509282 0.452272 0.452575 0.50398 0.462716 0.499086
threshold=0.0026012937305495147 0.086341444402933135 0.027182282879948619 0.00075379351619631063 0.0020292587578296666 0.0095705352723598498 0.00747153488919139 0.00747153488919139 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 -2 -9
right_child=1 -3 3 -5 -6 -7 -8 8 -10
leaf_value=0.00016424528935304582 -0.00084252802796015659 -0.0055734243149552568 0.0006963553685925063 -0.006047670380299428 0.00063138933660945287 -0.0035722218056119929 0.0046485373900577867 0.0054076733861025206 -0.0016629489182786949
leaf_weight=5293.1681376695633 1702.4334762096405 54.749672532081604 76.478337287902832 85.239842057228088 1954.4396299123764 173.5045086145401 69.367968082427979 91.385920166969299 59.232774376869202
leaf_count=2679 999 37 31 68 772 114 20 29 31
internal_value=0 -0.000203753 -0.000133956 -0.00285835 -2.51801e-05 -0.000637428 -0.000372553 -0.000560515 0.00262706
internal_weight=0 4266.83 4212.08 161.718 4050.36 2095.92 1922.42 1853.05 150.619
internal_count=4780 2101 2064 99 1965 1193 1079 1059 60
is_linear=0
shrinkage=0.06


Tree=435
num_leaves=10
num_cat=0
split_feature=86 140 47 109 84 86 109 85 105
split_gain=0.0969569 0.378274 0.514822 0.578586 0.504456 0.420643 0.452714 0.698185 0.36085
threshold=0.00096484774257987748 0.02636832278221846 0.0049928687512874612 0.0084566329605877417 0.0012357163941487672 0.0013986918493174019 0.013032016810029747 0.0016331639490090313 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 6 7 -2 -7
right_child=1 2 3 4 -6 8 -8 -9 -10
leaf_value=0.00012368859188773782 -0.0066611428726252248 0.004904483659077319 0.0023022625135009208 -0.0091234128522821485 0.00084833412176110626 -0.0052126553783131994 0.00056449163027505976 -0.0012706599100166002 1.808573559144777e-06
leaf_weight=6737.0382807254791 133.07200360298157 113.21101403236389 126.06990420818329 38.576670527458191 34.683984041213989 49.001151561737061 170.39509570598602 247.16272032260895 1910.7894421815872
leaf_count=3565 104 28 39 33 10 37 72 118 774
internal_value=0 -0.000295185 0.00167325 -0.000161948 -0.00440246 -0.00054025 -0.00200549 -0.00315719 -0.00012857
internal_weight=0 2822.96 312.542 199.331 73.2607 2510.42 550.63 380.235 1959.79
internal_count=4780 1215 110 82 43 1105 294 222 811
is_linear=0
shrinkage=0.06


Tree=436
num_leaves=10
num_cat=0
split_feature=99 29 79 52 113 27 65 97 19
split_gain=0.0971263 0.306636 0.287751 0.353212 0.461382 0.439013 0.540884 0.462124 0.425261
threshold=0.004017772153019906 0.0041444667149335155 0.020035739988088611 0.0060143163427710542 0.013439828064292671 0.00017767510871635753 0.0022272822679951791 0.0063990866765379914 0.034632634371519096
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -7 -5
right_child=-2 2 -4 8 -6 7 -8 -9 -10
leaf_value=0.00029366978272061861 0.00027050113030885597 -0.00075787153108657838 0.0022696746629449491 0.00027006913123714063 0.00119652331784115 -0.0026319419413973135 0.0057579302722280548 0.00091935725652260707 -0.0051289543221801617
leaf_weight=3091.0345755815506 3186.0475763082504 293.33190560340881 126.26276242733002 1345.7950922250748 245.11402761936188 1011.7058721780777 54.363956093788147 151.69125545024872 54.65324342250824
leaf_count=1523 1442 187 49 689 131 654 17 56 32
internal_value=0 -0.000135211 -0.000539024 -0.000651369 -0.00121813 -0.00160981 0.000260906 -0.0021689 5.93694e-05
internal_weight=0 6373.95 3282.92 3156.66 1756.21 1511.09 347.696 1163.4 1400.45
internal_count=4780 3338 1815 1766 1045 914 204 710 721
is_linear=0
shrinkage=0.06


Tree=437
num_leaves=10
num_cat=0
split_feature=122 8 147 12 98 93 57 145 86
split_gain=0.0870284 0.497932 0.366566 0.232663 0.237626 0.268819 0.261609 0.539409 0.13723
threshold=0.0048403022810816774 0.0095705352723598498 0.00085274505545385193 0.00075379351619631063 0.0062037324532866487 0.00082683752407319855 0.00047558375808876013 0.0030382014811038975 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -4 6 -6 7 -5 -1
right_child=1 -3 3 4 5 -7 -8 -9 -10
leaf_value=0.0001027944216319364 -0.0034783916970702591 -0.0046461005999647569 0.0048073653497273357 -0.00405408568090866 0.0022366680578827626 -0.0053801978167523877 0.0038329124678796213 0.003034371632009454 -0.00041616853439795597
leaf_weight=6434.0533269643784 51.435560703277588 55.918662548065186 79.792449116706848 62.739744424819946 30.104453086853027 37.407680511474609 142.05004799365997 100.64141118526459 2565.8569303750992
leaf_count=3414 44 38 24 34 11 32 33 32 1118
internal_value=0 0.000725677 0.00132147 0.00186679 0.00123764 -0.00198375 0.00194969 0.000312344 -4.51609e-05
internal_weight=0 560.09 504.171 452.736 372.943 67.5121 305.431 163.381 8999.91
internal_count=4780 248 210 166 142 43 99 66 4532
is_linear=0
shrinkage=0.06


Tree=438
num_leaves=10
num_cat=0
split_feature=69 0 93 63 113 65 131 123 65
split_gain=0.0976312 0.455372 0.431501 0.627665 0.598824 0.514717 0.468476 0.777976 0.571663
threshold=0.0017376682371832433 0.001792412775103003 0.00096484774257987748 0.022641776129603389 0.0023699469165876512 0.0005375427135732026 0.0027679565828293566 0.0010263677686452868 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 -4 -6 7 8 -3
right_child=1 2 3 -5 5 -7 -8 -9 -10
leaf_value=0.00013982182337071562 0.00083582083538799243 -0.0015755483111319819 -0.0033312840920203053 0.0034300574722159675 -0.0024393813651600168 0.00061370947692872041 0.0011352563490471569 0.0026451386748781742 -0.0085755434392576508
leaf_weight=6241.1818150281906 963.61994540691376 117.48941695690155 506.19635832309723 91.385920166969299 349.15413904190063 461.59372019767761 670.28803980350494 93.723900198936462 65.367011785507202
leaf_count=3190 426 71 315 29 220 208 239 31 51
internal_value=0 -0.000262941 -0.000712495 -0.00137841 -0.00171208 -0.000701125 0.000277962 -0.00179968 -0.00407789
internal_weight=0 3318.82 2355.2 1408.33 1316.94 810.748 946.868 276.58 182.856
internal_count=4780 1590 1164 772 743 428 392 153 122
is_linear=0
shrinkage=0.06


Tree=439
num_leaves=10
num_cat=0
split_feature=88 147 58 14 87 10 137 82 84
split_gain=0.088836 0.226056 0.631512 0.469418 0.408009 0.239178 0.221612 0.319357 0.271337
threshold=0.018276390619575981 0.028884131461381916 0.00077738583786413084 0.0026012937305495147 0.00043393640953581786 0.0066005610860884198 0.00017767510871635753 0.0015833032084628942 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -4 8 -8
right_child=-2 2 6 4 -6 -7 7 -9 -10
leaf_value=2.0663685750142159e-05 0.00046509162221427023 -0.010537319047457569 0.0010846225759175898 -0.0046654593844276757 0.0034697325082318656 -0.0032142579898331658 0.002888668675471797 -0.0058724330686289608 -0.0020071573435658332
leaf_weight=7615.3219549655914 1280.451761841774 46.759600639343262 272.39835512638092 58.256642580032349 35.852974057197571 24.452361226081848 62.450457096099854 46.759600639343262 117.29655873775482
leaf_count=3918 520 40 115 40 11 16 19 40 61
internal_value=0 -7.19275e-05 -0.00113348 -0.00434735 -0.00156619 -0.00802277 -6.85044e-05 -0.00145526 -0.000306175
internal_weight=0 8279.55 664.227 165.322 94.1096 71.212 498.905 226.507 179.747
internal_count=4780 4260 342 107 51 56 235 120 80
is_linear=0
shrinkage=0.06


Tree=440
num_leaves=10
num_cat=0
split_feature=146 19 15 95 106 148 14 149 110
split_gain=0.0939231 0.341805 0.378592 0.339166 0.305977 0.539629 0.326683 0.474234 0.780714
threshold=0.0072436286136507997 0.00046126570669002836 0.044033329933881767 0.0036604277556762104 0.0016331639490090313 0.0005893622583243997 0.0034400182776153092 0.00017767510871635753 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 6 -6 7 -3 -9
right_child=1 2 -4 -5 5 -7 -8 8 -10
leaf_value=-0.00014116383708501681 -0.0037030211319870119 0.0020028157463758706 0.0046254002910419128 0.0034597966662571139 0.0054359131709151446 0.00051170103136486463 -0.0022316559737838096 -0.0046221713974621713 0.00055045900784374551
leaf_weight=6114.810782790184 134.04813539981842 296.17571258544922 74.043928146362305 28.935463070869446 83.395848274230957 2037.7153676748276 296.35673010349274 151.39012742042542 343.12817144393921
leaf_count=3195 95 96 24 10 32 917 165 100 146
internal_value=0 0.000250549 0.000383724 -0.00243136 0.000285827 0.000705307 -0.000532684 0.000104101 -0.00103307
internal_weight=0 3445.19 3282.21 162.984 3208.16 2121.11 1087.05 790.694 494.518
internal_count=4780 1585 1480 105 1456 949 507 342 246
is_linear=0
shrinkage=0.06


Tree=441
num_leaves=10
num_cat=0
split_feature=69 0 123 107 70 148 5 44 137
split_gain=0.090833 0.40687 0.457627 0.520113 0.586697 0.455611 0.393707 0.384868 0.379803
threshold=0.0017376682371832433 0.001792412775103003 0.0010263677686452868 0.0092791137285530585 0.0026012937305495147 0.0079489401541650313 0.0022975050378590827 0.0070226341485977182 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 -5 -6 -2 -8 -4
right_child=1 2 8 4 5 -7 7 -9 -10
leaf_value=0.00013486601587675421 0.0013458966770006058 -0.0016968688220524134 -0.0016534080647317496 -0.0024498766193355053 0.0066667756697317507 0.00032815579853088058 -0.0048058113690966015 0.00091139714448810452 0.0014389688099540141
leaf_weight=6241.1818150281906 793.81526505947113 1377.7435390949249 197.37829518318176 97.905874013900757 79.792449116706848 83.588706493377686 81.636442899703979 88.168237447738647 518.78964257240295
leaf_count=3190 325 736 100 69 24 42 60 41 193
internal_value=0 -0.000253621 -0.00067856 -0.00123141 0.00122291 0.00342382 0.000784978 -0.00183725 0.000586699
internal_weight=0 3318.82 2355.2 1639.03 261.287 163.381 963.62 169.805 716.168
internal_count=4780 1590 1164 871 135 66 426 101 293
is_linear=0
shrinkage=0.06


Tree=442
num_leaves=10
num_cat=0
split_feature=58 96 121 82 108 117 78 93 45
split_gain=0.0871783 0.188735 0.230008 0.399709 0.261652 0.242907 0.219109 0.146701 0.132608
threshold=0.029773407615721229 0.0037758676335215573 0.0035485138650983576 0.0012357163941487672 0.0087224207818508166 0.019431582652032379 0.000490355829242617 0.000490355829242617 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 6 -4 -5 -8 -1
right_child=1 -3 5 4 -6 -7 7 -9 -10
leaf_value=6.3480217546274528e-05 -0.0020651267244359067 -0.0015451546149860716 -0.0016659933365106524 0.0079040031070363066 -0.00022456956696514062 0.0034958125292147203 0.00057200829834906154 0.0047796961482464593 -0.00053113853348348255
leaf_weight=7321.4588375091553 60.691051721572876 108.61964237689972 139.01338279247284 49.687996029853821 54.65324342250824 42.963343262672424 47.63930332660675 79.792449116706848 1655.4810173511505
leaf_count=3465 47 88 114 13 32 22 26 24 949
internal_value=0 0.000710942 0.00122746 0.00226954 0.0034046 -0.00044733 0.00452444 0.00320669 -4.61763e-05
internal_weight=0 583.06 474.441 292.464 231.773 181.977 177.12 127.432 8976.94
internal_count=4780 366 278 142 95 136 63 50 4414
is_linear=0
shrinkage=0.06


Tree=443
num_leaves=10
num_cat=0
split_feature=68 10 1 0 21 22 36 124 93
split_gain=0.0885795 0.307845 0.353582 0.501915 0.375666 0.355266 0.411248 0.474862 0.387463
threshold=0.0012357163941487672 0.0013986918493174019 0.0013986918493174019 0.0015833032084628942 0.000490355829242617 0.00017767510871635753 0.00017767510871635753 0.002945306478068233 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -4 -8 -7
right_child=-2 2 5 4 -6 8 7 -9 -10
leaf_value=-0.00021748893765419732 -0.00011161105499760774 0.0032735764305536126 -0.001193756177643325 0.00094707365180920935 -0.0026207155783385711 -0.0034943964491374901 0.0067922020943545882 0.0015273158553729895 0.0030602514601802055
leaf_weight=1599.2967488765717 6960.5555948019028 138.14552080631256 54.749672532081604 206.44092798233032 218.90226101875305 65.077724456787109 144.38802802562714 107.65535128116608 64.788437128067017
leaf_count=778 3530 69 37 93 143 36 35 38 21
internal_value=0 0.000298862 0.00112454 0.000131439 -0.000889084 0.00240609 0.00351957 0.00454341 -0.000224373
internal_weight=0 2599.44 1000.15 563.489 425.343 436.659 306.793 252.043 129.866
internal_count=4780 1250 472 305 236 167 110 73 57
is_linear=0
shrinkage=0.06


Tree=444
num_leaves=10
num_cat=0
split_feature=72 128 142 123 128 63 18 54 70
split_gain=0.0881539 0.410998 0.406418 0.405808 0.41344 0.535283 0.458459 0.365911 0.432816
threshold=0.0054799309000372895 0.012636432424187662 0.021960759535431865 0.0049928687512874612 0.028884131461381916 0.0014881226234138014 0.00038414125447161501 0.00073092587990686308 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 -3 -7 8 -1
right_child=1 2 -4 -5 -6 6 -8 -9 -10
leaf_value=0.00031239552163405391 0.00043781601490461774 -0.0082370732430935428 0.0044739721306011468 0.00081846760214096851 -0.00066635482672825223 0.0023668910807129462 -0.0061738382168920547 -0.00042497252700231421 0.0036312681954897038
leaf_weight=1096.6801083087921 3573.6210497617722 90.012231230735779 39.263514995574951 140.19421350955963 146.03916358947754 47.446445107460022 43.252630591392517 4221.0858860015869 162.40502381324768
leaf_count=589 1508 77 9 56 61 16 37 2352 75
internal_value=0 0.000211164 -0.00138891 -0.0018819 -0.0030405 -0.00495913 -0.00170602 -0.000157205 0.000740485
internal_weight=0 4079.83 506.208 466.945 326.75 180.711 90.6991 5480.17 1259.09
internal_count=4780 1764 256 247 191 130 53 3016 664
is_linear=0
shrinkage=0.06


Tree=445
num_leaves=10
num_cat=0
split_feature=61 127 84 69 8 82 27 32 69
split_gain=0.090909 0.31412 0.297535 0.27171 0.326895 0.425447 0.368465 0.331346 0.296274
threshold=0.0037758676335215573 0.00099512818269431613 0.0005375427135732026 0.00046126570669002836 0.0060143163427710542 0.0038949446752667431 0.0026012937305495147 0.0013986918493174019 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 8 -6 -5
right_child=1 2 3 4 7 -7 -8 -9 -10
leaf_value=-0.00011928974712459444 -0.00023527519526132034 0.002562991260049254 -0.0012658103319534285 0.0051455355648753493 0.0064189677226648093 -0.0053129679938752443 -0.0021654006999828851 0.0014756062206429971 -0.0001028857514384864
leaf_weight=6752.9575175046921 1673.8109818696976 333.77625131607056 238.58223307132721 79.696020007133484 64.788437128067017 49.097580671310425 94.013187527656555 197.96871054172516 75.30934727191925
leaf_count=3377 886 138 150 19 21 42 46 71 30
internal_value=0 0.000286978 0.00105836 0.000430167 0.0011516 -0.000208307 0.00079815 0.0026945 0.00259559
internal_weight=0 2807.04 1133.23 799.456 560.873 298.116 249.019 262.757 155.005
internal_count=4780 1403 517 379 229 137 95 92 49
is_linear=0
shrinkage=0.06


Tree=446
num_leaves=10
num_cat=0
split_feature=127 63 70 118 5 14 97 54 100
split_gain=0.0841442 0.333848 0.212037 0.136612 0.10957 0.168848 0.220144 0.326481 0.0973983
threshold=0.062805486842989935 0.0046923852059990176 0.00062670491752214741 0.00047558375808876013 0.064669914543628707 0.00040826165059115743 0.00082683752407319855 0.0062037324532866487 0.060991313308477409
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 8 -6 7 -7 -1
right_child=1 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-3.0704518669200243e-05 0.0027905518616767946 -0.0061471629501628931 -0.0033814550429553617 -0.0015752600063762717 -0.00081756137379659249 -0.0033188434930735431 0.0051785526731318093 0.0046472198875431138 0.0015237199743229268
leaf_weight=8987.0632078647614 78.719888210296631 39.649231433868408 47.832161545753479 38.383812308311462 81.732872009277344 39.745660543441772 64.692008018493652 34.683984041213989 147.49744093418121
leaf_count=4462 28 29 36 23 65 34 16 10 77
internal_value=0 -0.00120373 -1.53687e-05 0.00135954 2.63233e-05 0.00134688 0.00261847 0.000393317 -5.60494e-06
internal_weight=0 204.585 164.936 117.104 9355.42 220.855 139.122 74.4296 9134.56
internal_count=4780 116 87 51 4664 125 60 44 4539
is_linear=0
shrinkage=0.06


Tree=447
num_leaves=10
num_cat=0
split_feature=99 125 65 20 27 5 103 83 63
split_gain=0.0845474 0.279914 0.398799 0.445667 0.346337 0.514954 0.487287 0.260915 0.258023
threshold=0.004017772153019906 0.0013986918493174019 0.0026012937305495147 0.012636432424187662 0.0022975050378590827 0.00066645268816500913 0.00055427959887310873 0.016164712607860569 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -6 -2 -7
right_child=1 -3 -4 -5 6 8 -8 -9 -10
leaf_value=-0.00012615197850339432 -0.00069904287112166274 0.00054196466568383209 -0.0044001652998835947 0.0059246117531010249 -0.0054800532986996765 0.00083782750610222434 0.0020091255378729372 -0.0058615134551942604 0.0054318518557386715
leaf_weight=6373.9526906013489 143.11076819896698 2518.325896859169 96.83331310749054 39.359944105148315 101.50927317142487 127.81746888160706 45.204894185066223 46.759600639343262 67.12641716003418
leaf_count=3338 88 1038 73 14 77 70 19 40 23
internal_value=0 0.000252377 -0.000839806 -0.000235903 -0.000692092 0.000253595 -0.00317252 -0.00197041 0.00241972
internal_weight=0 3186.05 667.722 570.888 531.528 384.814 146.714 189.87 194.944
internal_count=4780 1442 404 331 317 221 96 128 93
is_linear=0
shrinkage=0.06


Tree=448
num_leaves=10
num_cat=0
split_feature=122 43 20 118 68 59 131 38 67
split_gain=0.083197 0.321164 0.213228 0.351132 0.29504 0.276816 0.180689 0.27051 0.131099
threshold=0.0048403022810816774 0.0068083447404205808 0.00070876078098081063 0.00075379351619631063 0.0023699469165876512 0.0038949446752667431 0.0011261500185355546 0.0010263677686452868 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 -3 -8 -5
right_child=1 6 3 8 5 -7 7 -9 -10
leaf_value=-4.4155622222710618e-05 0.0015627126453922485 0.001548597847122517 0.0039852151887825047 -0.0032642599713423241 -0.00014357616439942462 -0.0078483550636845572 -0.0071948301268958247 0.00047019888876336001 0.001661079938182474
leaf_weight=8999.9102573394775 135.42182433605194 29.128321290016174 179.07201206684113 39.552802324295044 41.794353246688843 28.055760383605957 40.914650559425354 27.862902164459229 38.287383198738098
leaf_count=4532 47 20 45 24 21 24 35 14 18
internal_value=0 0.000709523 0.0013708 0.00252276 -7.09636e-05 -0.00323825 -0.00241216 -0.0040896 -0.000841625
internal_weight=0 560.09 462.184 256.912 205.272 69.8501 97.9059 68.7776 77.8402
internal_count=4780 248 179 87 92 45 69 49 42
is_linear=0
shrinkage=0.06


Tree=449
num_leaves=10
num_cat=0
split_feature=22 117 94 67 44 92 100 129 65
split_gain=0.0813029 0.22757 0.282266 0.428951 0.450986 0.614065 0.584874 0.41257 0.359568
threshold=0.00073092587990686308 0.12087306752800943 0.0014427106943912806 0.0014427106943912806 0.0051502294372767219 0.00055427959887310873 0.0079489401541650313 0.02636832278221846 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 8 -4
right_child=1 -3 7 -5 5 6 -8 -9 -10
leaf_value=-0.00010597463346776803 0.0028457370878211862 0.0033497085623103739 -0.00053562252200758237 -0.0029532600072031934 0.0029870395449089157 -0.0048102689399626532 0.0016279287945216291 0.0016947700252186164 -0.0055023135387985474
leaf_weight=6994.3361947536469 418.6422176361084 84.564838290214539 1262.7968010902405 85.926686525344849 141.07391619682312 122.26180613040924 86.902818322181702 308.74531543254852 54.749672532081604
leaf_count=3672 127 33 618 44 42 80 35 92 37
internal_value=0 0.000288901 0.000184577 0.0010673 0.00151662 -7.20857e-05 -0.00213535 -0.000279396 -0.00074201
internal_weight=0 2565.66 2481.1 854.807 768.881 350.239 209.165 1626.29 1317.55
internal_count=4780 1108 1075 328 284 157 115 747 655
is_linear=0
shrinkage=0.06


Tree=450
num_leaves=10
num_cat=0
split_feature=45 132 82 12 28 74 28 92 53
split_gain=0.0826362 0.210318 0.239169 0.269153 0.672852 0.496826 0.42504 0.368618 0.307864
threshold=0.000490355829242617 0.036783467978239066 0.00096484774257987748 0.0012357163941487672 0.0015833032084628942 0.0056525857653468856 0.0026012937305495147 0.011169348377734424 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 7 -6 -5 -1
right_child=-2 -3 -4 4 6 -7 -8 -9 -10
leaf_value=0.0024831676639967522 -6.8910901686854633e-05 0.0041872089017897232 0.001783334968481304 -0.0075150473797376627 0.0041062198584829006 0.0017179881187641406 -0.00069311276907522989 -0.0012765528827187195 -0.00098928712278547161
leaf_weight=221.63779819011688 8294.2750704288483 52.025976061820984 293.34374630451202 102.67826318740845 90.120501041412354 45.108465075492859 252.71838307380676 51.049844264984131 157.04221928119659
leaf_count=106 4189 15 128 78 23 14 108 24 95
internal_value=0 0.000451572 0.000291442 -0.000184068 -0.00104197 -0.00381873 0.000568466 -0.00544338 0.00104311
internal_weight=0 1265.73 1213.7 920.355 541.675 198.837 342.839 153.728 378.68
internal_count=4780 591 576 448 247 116 131 102 201
is_linear=0
shrinkage=0.06


Tree=451
num_leaves=10
num_cat=0
split_feature=33 116 94 127 58 132 116 88 70
split_gain=0.079376 0.300898 0.58641 0.521005 0.45565 0.38862 0.478821 0.426831 0.395524
threshold=0.00077738583786413084 0.0026833302108570938 0.0042751494329422721 0.00052132029668428015 0.00096484774257987748 0.0011615398107096555 0.012636432424187662 0.00093549740267917525 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -5 7 8 -3 -7
right_child=-2 2 -4 4 -6 6 -8 -9 -10
leaf_value=0.00079301507657379754 0.00012126901575923765 -0.0016953949121639854 0.001282237580000454 -0.0041224719573969941 -0.00023902549325121588 -0.0004848513430356748 0.0027558519229418121 -0.0053850098998698076 -0.0065654206378225914
leaf_weight=1446.7376314401627 6407.5032067298889 392.11748230457306 303.4789400100708 157.33150660991669 352.37182176113129 165.7191356420517 126.06990420818329 158.50049662590027 50.170141577720642
leaf_count=677 3170 242 117 110 208 68 39 111 38
internal_value=0 -0.000246481 -0.000996187 0.000211846 -0.00143774 -0.00177086 -0.000182207 -0.00275748 -0.0018979
internal_weight=0 3152.5 1196.06 1956.44 509.703 892.577 341.959 550.618 215.889
internal_count=4780 1610 615 995 318 498 145 353 106
is_linear=0
shrinkage=0.06


Tree=452
num_leaves=10
num_cat=0
split_feature=24 51 117 52 88 61 19 146 89
split_gain=0.0867386 0.390366 0.303868 0.285444 0.315586 0.294506 0.23785 0.273252 0.335723
threshold=0.00047558375808876013 0.010829726699739696 0.0084566329605877417 0.00899649551138282 0.00017767510871635753 0.010500331409275534 0.00077738583786413084 0.00244467705488205 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 8 -1
right_child=-2 2 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.0019057789500038706 -7.2950201206303922e-05 0.0012951383748975533 0.0069968575753838365 0.0042875274350607818 -0.0023902683652994939 0.0032584346230525273 0.0003334938117159202 -0.0046580671472023112 0.0022582887844750169
leaf_weight=272.77223086357117 8220.6286994218826 91.578778386116028 53.194966077804565 104.34123945236206 33.707852244377136 79.888878226280212 527.45471823215485 82.805432915687561 93.627471089363098
leaf_count=194 4126 39 16 45 19 29 225 61 26
internal_value=0 0.000447745 0.00339015 9.11534e-05 0.00265699 -0.0002441 -0.0005306 -0.00154522 -0.000841719
internal_weight=0 1339.37 144.774 1194.6 138.049 1056.55 976.66 449.205 366.4
internal_count=4780 654 55 599 64 535 506 281 220
is_linear=0
shrinkage=0.06


Tree=453
num_leaves=10
num_cat=0
split_feature=88 9 110 126 114 118 75 131 124
split_gain=0.0818437 0.206212 0.342399 0.241436 0.21872 0.216924 0.196046 0.193521 0.190804
threshold=0.018276390619575981 0.00096484774257987748 0.00075379351619631063 0.0026012937305495147 0.011169348377734424 0.00037263428384903824 0.054214311763644225 0.00070876078098081063 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 3 4 6 7 -4 -2 -3 -1
right_child=1 2 5 -5 -6 -7 -8 -9 -10
leaf_value=0.00012388787128833495 0.0012971795164404443 -0.0021609948752018058 0.0033400927998251976 -0.0031136261593992989 -0.00041457730065880017 -0.0011319432131321379 -0.0021436764961595112 -0.0085456789482788991 -0.0004990605361504288
leaf_weight=5715.3782323598862 886.47844505310059 31.466301321983337 69.367968082427979 52.508121609687805 49.977283358573914 89.337227463722229 63.908734440803528 37.407680511474609 2564.1702727079391
leaf_count=2991 301 22 20 40 28 42 35 32 1269
internal_value=0 0.000446413 -0.00100095 0.000846979 -0.00343616 0.000822725 0.0010658 -0.00562872 -6.90388e-05
internal_weight=0 1280.45 277.556 1002.9 118.851 158.705 950.387 68.874 8279.55
internal_count=4780 520 144 376 82 62 336 54 4260
is_linear=0
shrinkage=0.06


Tree=454
num_leaves=10
num_cat=0
split_feature=62 15 120 51 2 142 46 39 115
split_gain=0.0812534 0.253115 0.237672 0.380117 0.245789 0.227438 0.226987 0.158106 0.139384
threshold=0.0026833302108570938 0.007706565549597145 0.00046126570669002836 0.0068083447404205808 0.00043393640953581786 0.0011980500421486797 0.0020292587578296666 0.0048403022810816774 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 3 8 6 7 -4 -2 -3
right_child=1 2 4 -5 -6 -7 -8 -9 -10
leaf_value=4.9794410826390036e-05 -0.0014013760698820372 -0.00092212079097392721 0.0055627180549907822 0.0034708641387041785 -0.0016924963233464288 -0.0030256414403216835 0.0010845404209299029 0.0037533942603076931 -0.004772808232115568
leaf_weight=8843.3738650083542 56.01509165763855 66.439572691917419 64.692008018493652 45.204894185066223 60.594622611999512 209.93605732917786 110.0897604227066 34.683984041213989 68.970410943031311
leaf_count=4344 43 47 16 19 42 155 45 10 59
internal_value=0 -0.000614477 0.000344133 -0.00129307 0.00160043 -0.00194091 0.00274205 0.000569845 -0.00288345
internal_weight=0 716.626 415.991 180.615 235.376 300.635 174.782 90.6991 135.41
internal_count=4780 436 228 125 103 208 61 53 106
is_linear=0
shrinkage=0.06


Tree=455
num_leaves=10
num_cat=0
split_feature=128 63 65 11 46 137 97 46 61
split_gain=0.0827567 0.201009 0.405218 0.28966 0.340933 0.267121 0.264056 0.259701 0.597159
threshold=0.00039601318712811922 0.0021592099219560628 0.0063990866765379914 0.039062514901161201 0.012636432424187662 0.0037758676335215573 0.00057154725072905432 0.0010918468469753864 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 6 -1 7 8 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.00030785761842585835 0.00011006319070910924 -0.0035051962370826004 -0.0053807429932191632 0.0020381100556735379 0.00078129215142374534 -0.0045402942483263112 -0.0058276258986199444 -0.0023454014667568064 0.0025040943874946879
leaf_weight=1470.3711969852448 6884.0400319099426 97.905874013900757 67.704991817474365 132.01128339767456 285.35367441177368 42.083640575408936 51.339131593704224 377.30632853507996 151.88411366939545
leaf_count=889 3199 69 53 49 131 36 39 249 66
internal_value=0 -0.000283143 -0.000876036 -0.000597708 -0.000958739 0.000172959 -0.00169061 -0.00135192 0.000148736
internal_weight=0 2675.96 1163.51 1095.8 963.789 1512.45 678.435 627.096 249.79
internal_count=4780 1581 656 603 554 925 423 384 135
is_linear=0
shrinkage=0.06


Tree=456
num_leaves=10
num_cat=0
split_feature=83 39 44 57 14 18 40 53 83
split_gain=0.0808656 0.289366 0.326995 0.314512 0.179997 0.148036 0.14153 0.250972 0.125627
threshold=0.076978169381618514 0.00017767510871635753 0.0044099434744566688 0.00017767510871635753 0.0019672545604407792 0.00043393640953581786 0.0020932231564074759 0.011169348377734424 0.020658296532928947
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 6 4 5 -3 7 -2 -1
right_child=1 3 -4 -5 -6 -7 -8 -9 -10
leaf_value=-8.5977050505341385e-05 0.0032590212142513579 -0.0037162329856477443 0.0046401950251848461 0.0023769104730411578 0.00053087711378417318 -0.0088569336866775438 0.0028380338663535815 -0.0034301481544117408 0.00044108456879296971
leaf_weight=7065.0169447660446 26.693912148475647 93.422772169113159 55.629375219345093 37.021964073181152 27.862902164459229 25.717780351638794 30.200882196426392 82.901862025260925 2115.5318717956543
leaf_count=3462 13 75 23 12 14 22 16 66 1077
internal_value=0 -0.000858342 0.000749504 -0.0025658 -0.00381059 -0.00482591 -0.000798721 -0.00180089 3.54771e-05
internal_weight=0 379.451 195.426 184.025 147.003 119.141 139.797 109.596 9180.55
internal_count=4780 241 118 123 111 97 95 79 4539
is_linear=0
shrinkage=0.06


Tree=457
num_leaves=10
num_cat=0
split_feature=36 97 45 116 132 114 124 91 140
split_gain=0.0808255 0.172355 0.117081 0.42279 0.403108 0.437271 0.521651 0.46915 0.420353
threshold=0.047455845400691039 0.0042751494329422721 0.0051502294372767219 0.010829726699739696 0.00017767510871635753 0.00068727668258361529 0.0012745757703669371 0.0035485138650983576 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 -7
right_child=1 -3 -4 -5 -6 7 -8 -9 -10
leaf_value=-0.00014133255048120381 0.0023616126465838432 -0.0014035194937490577 0.00024310511590508406 0.0010896787926076732 -0.00096600650227623465 0.00024886147643739628 -0.0036729963415286534 -0.0017903290752901563 0.002865621340369879
leaf_weight=1372.465322971344 139.80849707126617 63.715876221656799 3592.6514029502869 796.84008955955505 2365.3337001800537 423.49919521808624 169.11783587932587 174.38421130180359 462.18413555622101
leaf_count=820 36 25 1839 303 1153 200 125 100 179
internal_value=0 0.00118289 -2.57305e-05 -0.000193299 -0.000399123 0.000116268 -0.00052877 0.0010543 0.00161439
internal_weight=0 203.524 9356.48 5763.82 4966.98 2601.65 1541.58 1060.07 885.683
internal_count=4780 61 4719 2880 2577 1424 945 479 379
is_linear=0
shrinkage=0.06


Tree=458
num_leaves=10
num_cat=0
split_feature=69 0 107 83 123 124 107 32 34
split_gain=0.0809481 0.351506 0.444489 0.402274 0.400062 0.483427 0.463174 0.430619 0.457552
threshold=0.0017376682371832433 0.001792412775103003 0.004017772153019906 0.023343417793512348 0.0010263677686452868 0.00040826165059115743 0.015675474889576439 0.00062670491752214741 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -3 -7 -6 -9
right_child=1 4 3 -5 7 6 -8 8 -10
leaf_value=0.0001273162817591843 0.0013760884318940033 0.00046497183338562251 -0.005664229436131785 0.00010265187358327797 -0.0043424224886443805 -0.0021202596450334622 0.0027776048025250732 -0.004592137776008488 0.0014403967087232377
leaf_weight=6241.1818150281906 768.09748470783234 473.66933679580688 65.463440895080566 130.05901980400085 59.42563259601593 1091.1244455575943 74.236786365509033 48.904722452163696 607.83758270740509
leaf_count=3190 303 238 56 67 41 599 34 32 220
internal_value=0 -0.000239424 0.00072593 -0.00182817 -0.000634394 -0.0011513 -0.00180825 0.000548613 0.00099118
internal_weight=0 3318.82 963.62 195.522 2355.2 1639.03 1165.36 716.168 656.742
internal_count=4780 1590 426 123 1164 871 633 293 252
is_linear=0
shrinkage=0.06


Tree=459
num_leaves=10
num_cat=0
split_feature=25 49 43 3 46 63 87 130 46
split_gain=0.0865912 0.336916 0.246783 0.240438 0.231373 0.31132 0.382931 0.423082 0.383309
threshold=0.0010585968848317864 0.0014881226234138014 0.024810968898236755 0.00082683752407319855 0.096724390983581557 0.00052132029668428015 0.00043393640953581786 0.0011261500185355546 0.029773407615721229
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -3 5 -1 7 8 -7
right_child=2 3 -4 -5 -6 6 -8 -9 -10
leaf_value=0.0009431579808979524 0.00017927837408046151 -0.00061316508427649663 -0.0031635566714200364 -0.0056075214116473671 -0.0023149685346893385 -0.0024272431973032748 0.00013089900958286875 0.0047683903214520715 0.0025163899609523723
leaf_weight=893.05930590629578 6042.3198575973511 68.681123614311218 80.563881993293762 70.139400959014893 164.15258848667145 572.23837387561798 1570.4458742141724 35.756544947624207 62.643315315246582
leaf_count=523 2715 44 64 60 106 401 832 6 29
internal_value=0 -0.000241013 0.000135294 -0.00313658 -0.000119143 -4.13501e-06 -0.000381626 -0.00158181 -0.00193946
internal_weight=0 3437.12 6122.88 138.821 3298.3 3134.14 2241.08 670.638 634.882
internal_count=4780 2001 2779 104 1897 1791 1268 436 430
is_linear=0
shrinkage=0.06


Tree=460
num_leaves=10
num_cat=0
split_feature=72 128 30 142 39 0 7 63 22
split_gain=0.0808723 0.35504 0.458026 0.359754 0.260849 0.384528 0.529495 0.658394 0.379948
threshold=0.0054799309000372895 0.012636432424187662 0.025578102096915249 0.015675474889576439 0.0031340263085439806 0.001792412775103003 0.0022975050378590827 0.011519505176693203 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 7 -7 -8
right_child=1 2 -4 -5 5 6 8 -9 -10
leaf_value=-0.00015057263247783217 0.0010326940060605156 -0.0037856405792271301 0.00067899539024426513 0.002660393506565252 0.0015379171493315157 -0.0034722954030474182 0.00064551481230673677 0.0029104121555722584 -0.0020831289814422127
leaf_weight=5480.1710181236267 1451.6182904243469 238.58223307132721 231.77299189567566 35.852974057197571 453.61548900604248 327.91946053504944 1046.9312052726746 70.729816317558289 222.80678820610046
leaf_count=3016 632 150 95 11 152 192 394 31 107
internal_value=0 0.000202254 -0.00128491 -0.00294351 0.000412913 -1.10664e-05 -0.000432217 -0.00233985 0.000166707
internal_weight=0 4079.83 506.208 274.435 3573.62 2122 1668.39 398.649 1269.74
internal_count=4780 1764 256 161 1508 876 724 223 501
is_linear=0
shrinkage=0.06


Tree=461
num_leaves=10
num_cat=0
split_feature=82 15 65 37 103 19 75 51 97
split_gain=0.0890886 0.293921 0.349478 0.379571 0.334411 0.312164 0.279831 0.222496 0.369537
threshold=0.0070226341485977182 0.0068083447404205808 0.0019071503775194289 0.00075379351619631063 0.0049928687512874612 0.0034400182776153092 0.0084566329605877417 0.0005375427135732026 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -4 -3 -5 -9
right_child=1 4 5 7 -6 -7 -8 8 -10
leaf_value=-6.5332455982821045e-05 6.0560953034561272e-05 -0.0018095996553894212 0.0016199226097594675 0.0071948313042572145 0.0038665632863145684 -0.005415520896686116 0.0022117699675384983 0.0009064238936404139 0.0057296668711000077
leaf_weight=8480.9632786512375 203.80181992053986 362.68803298473358 44.132333278656006 47.446445107460022 54.460385203361511 46.759600639343262 75.212918162345886 153.34239101409912 91.193061947822571
leaf_count=4152 135 266 23 16 22 40 25 82 19
internal_value=0 0.000513497 0.00142067 0.00204769 -0.000567453 -0.00199948 -0.0011189 0.00343469 0.00270513
internal_weight=0 1079.04 586.676 495.784 492.361 90.8919 437.901 291.982 244.535
internal_count=4780 628 315 252 313 63 291 117 101
is_linear=0
shrinkage=0.06


Tree=462
num_leaves=10
num_cat=0
split_feature=33 87 56 134 26 116 132 49 69
split_gain=0.0831713 0.377222 0.305598 0.538217 0.324125 0.263529 0.50583 0.464872 0.426657
threshold=0.00077738583786413084 0.052634395658969886 0.0038949446752667431 0.0013560238294303419 0.0010918468469753864 0.0026833302108570938 0.00080172589514404546 0.00064626874518580746 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 8 -7 -8 -1
right_child=1 -3 3 -5 -6 6 7 -9 -10
leaf_value=0.00049355655569728086 0.00022672903011671097 -0.0045385694747676741 -0.0093045749557646891 0.0020752802694105369 -0.00082036784426367775 -0.0020712028936746879 0.0011773726319144213 -0.0036319166895926232 -0.0023004653778214432
leaf_weight=1734.5138742923737 6228.3466062545776 61.860041737556458 44.421620607376099 47.350015997886658 25.524922132492065 657.20076930522919 452.73578631877899 86.119544744491577 221.92708551883698
leaf_count=874 3061 48 38 11 12 395 166 54 121
internal_value=0 0.000124134 0.000169588 -0.00286453 -0.00620851 -0.000252305 -0.000953915 0.000408755 0.000176619
internal_weight=0 6407.5 6345.64 117.297 69.9465 3152.5 1196.06 538.855 1956.44
internal_count=4780 3170 3122 61 50 1610 615 220 995
is_linear=0
shrinkage=0.06


Tree=463
num_leaves=10
num_cat=0
split_feature=71 118 121 45 75 92 147 122 107
split_gain=0.0832247 0.133897 0.10434 0.114262 0.0824654 0.231121 0.480284 0.337606 0.426483
threshold=0.27827766537666326 0.0011261500185355546 0.0015349716995842757 0.0026833302108570938 0.0015349716995842757 0.028020657598972324 0.00085274505545385193 0.00044738779251929378 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 -6 -7 8 -8
right_child=1 -3 3 -5 5 6 7 -9 -10
leaf_value=0.00024667377329603028 -0.002456252076410476 -0.0051189728223825556 0.0028127900168223464 -0.0019972107601114101 2.0825307456902563e-05 -0.0073658648390952331 -0.00075767948580304453 0.0008692930563927733 -0.0054921565182023896
leaf_weight=3641.0266170501709 58.449500799179077 28.055760383605957 45.397752404212952 29.224750399589539 5079.0010402202606 42.083640575408936 277.07431519031525 268.69852685928345 90.988363027572632
leaf_count=2082 50 24 29 25 2245 36 119 102 68
internal_value=0 -0.00135208 -0.000557896 0.000929028 2.31791e-05 -0.00011815 -0.00115794 -0.000747656 -0.00192808
internal_weight=0 161.128 133.072 74.6225 9398.87 5757.85 678.845 636.761 368.063
internal_count=4780 128 104 54 4652 2570 325 289 187
is_linear=0
shrinkage=0.06


Tree=464
num_leaves=10
num_cat=0
split_feature=61 128 114 28 60 85 61 122 113
split_gain=0.0808467 0.280554 0.324429 0.432267 0.496578 0.50929 0.32964 0.274149 0.271448
threshold=0.0037758676335215573 0.0026012937305495147 0.0014881226234138014 0.00039601318712811922 0.0054799309000372895 0.00080172589514404546 0.0084566329605877417 0.000490355829242617 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -7 -3
right_child=1 8 3 4 -6 7 -8 -9 -10
leaf_value=-0.00011249443389466343 0.00034648574658475376 0.0001456203085409261 -0.0046644457023311357 -0.0074005262605482455 -0.0059953620136610521 0.0027710917362759433 -0.00020677281640805087 -0.0015646333418531048 0.001976189111666196
leaf_weight=6752.9575175046921 1103.0072039365768 642.22043871879578 117.87513339519501 43.252630591392517 52.411692500114441 193.19632136821747 48.808293342590332 72.091664552688599 534.17937099933624
leaf_count=3377 619 274 91 37 35 62 27 42 216
internal_value=0 0.00027063 -0.000238857 -0.0014625 -0.000541399 0.000258524 -0.00358659 0.00159286 0.000976845
internal_weight=0 2807.04 1630.64 527.636 409.761 357.349 92.0609 265.288 1176.4
internal_count=4780 1403 913 294 203 168 64 104 490
is_linear=0
shrinkage=0.06


Tree=465
num_leaves=10
num_cat=0
split_feature=94 18 126 21 85 71 81 51 36
split_gain=0.0795888 0.347657 0.272423 0.347646 0.253044 0.704907 0.417735 0.320945 0.462145
threshold=0.0054799309000372895 0.0081988852471113222 0.0010918468469753864 0.00066645268816500913 0.0019071503775194289 0.015200819820165636 0.0018488886416889729 0.00080172589514404546 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 -2 8 -8
right_child=1 2 -4 -5 5 -7 7 -9 -10
leaf_value=-0.00010553130016641508 -0.0023054604157139733 -0.00030548509487716454 0.0020930253250154235 -0.0051988493578997126 0.00047626320793266663 -0.00431432788179537 -0.0035575573512639539 0.0015908930699318211 0.0022344111999705544
leaf_weight=6970.0039440393448 130.7340235710144 104.2448103427887 52.025976061820984 104.82338500022888 604.81275820732117 135.31355452537537 111.93375420570374 1257.0601208209991 89.047940135002136
leaf_count=3543 102 40 15 70 242 101 81 559 27
internal_value=0 0.000283998 -0.00179213 -0.00275894 0.000516753 -0.000399576 0.000943623 0.00123495 -0.000991339
internal_weight=0 2590 261.094 209.068 2328.9 740.126 1588.78 1458.04 200.982
internal_count=4780 1237 125 110 1112 343 769 667 108
is_linear=0
shrinkage=0.06


Tree=466
num_leaves=10
num_cat=0
split_feature=22 61 133 31 29 10 92 40 23
split_gain=0.0791973 0.202966 0.555079 0.441549 0.399688 0.463601 0.701519 0.415555 0.386188
threshold=0.00073092587990686308 0.0027679565828293566 0.0015349716995842757 0.0014427106943912806 0.0036604277556762104 0.0066005610860884198 0.00244467705488205 0.00099512818269431613 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -3 -9
right_child=-2 3 -4 -5 -6 6 -8 8 -10
leaf_value=0.0007659828912364101 0.00028513523472714869 -0.0020214583961376555 -0.00079369204025085259 0.0013634622757633422 -0.00096972749594805908 0.00089212841256863925 -0.004883975636106405 0.0020839272139269514 0.0073582940489038103
leaf_weight=1126.495274066925 2565.6640721559525 72.091664552688599 3033.7185426950455 924.36827111244202 1111.3711515665054 263.62500965595245 106.18523323535919 296.36857080459595 60.11247706413269
leaf_count=585 1108 42 1651 358 695 137 81 106 17
internal_value=0 -0.000104593 -0.000371366 0.000287003 -0.00023403 0.00079008 -0.00076639 0.00213314 0.00297333
internal_weight=0 6994.34 4160.21 2834.12 1909.75 798.383 369.81 428.573 356.481
internal_count=4780 3672 2236 1436 1078 383 218 165 123
is_linear=0
shrinkage=0.06


Tree=467
num_leaves=10
num_cat=0
split_feature=99 47 36 124 150 28 35 66 93
split_gain=0.0788851 0.378431 0.35449 0.416911 0.385236 0.475394 0.537296 0.361426 0.361019
threshold=0.00017767510871635753 0.00017767510871635753 0.013439828064292671 0.02129978779703379 0.0036604277556762104 0.00017767510871635753 0.002945306478068233 0.0003614811430452392 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -6 -9
right_child=-2 2 -4 -5 7 -7 -8 8 -10
leaf_value=-0.0033042774775456931 -8.9284148439516234e-05 0.0011529469890179938 0.0051466888107492732 -0.0022138292528564277 -0.0019004170348602767 0.0024487541718645057 -0.0031822882566134077 -0.0027224739231847639 0.0028323001605460758
leaf_weight=98.002303123474121 7537.3244333267212 381.30728483200073 57.774497032165527 200.00556254386902 323.91850423812866 610.36842095851898 140.96564638614655 58.256642580032349 152.07697188854218
leaf_count=74 3689 218 15 117 223 232 96 40 76
internal_value=0 0.00033271 0.000517901 0.000374655 0.000685239 0.00131169 -1.71677e-05 -0.00064287 0.00129378
internal_weight=0 2022.68 1924.67 1866.9 1666.89 1132.64 522.273 534.252 210.334
internal_count=4780 1091 1017 1002 885 546 314 339 116
is_linear=0
shrinkage=0.06


Tree=468
num_leaves=10
num_cat=0
split_feature=58 149 115 12 121 77 150 11 71
split_gain=0.0803016 0.174585 0.205825 0.233285 0.176163 0.156476 0.267018 0.152005 0.228218
threshold=0.029773407615721229 0.000490355829242617 0.024810968898236755 0.0019071503775194289 0.0042751494329422721 0.00082683752407319855 0.0041444667149335155 0.0022272822679951791 0.10522961243987085
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -6 -9
right_child=1 2 -4 -5 7 6 -8 8 -10
leaf_value=-4.4317670840986937e-05 -0.0039354727327943753 0.0041024637374919215 0.0048563610790047654 -0.0024099666751472341 -0.0018384445269535939 0.0025495257247389281 -0.0032207478576516632 -0.0019515066051162655 0.004133794720243741
leaf_weight=8976.9398548603058 28.055760383605957 94.989319324493408 43.939475059509277 79.491321086883545 100.53314137458801 105.51022946834564 39.745660543441772 38.576670527458191 52.218834280967712
leaf_count=4414 24 37 13 68 86 46 34 33 25
internal_value=0 0.000682326 0.000915758 0.000576959 0.00112712 0.00220891 0.000970634 -0.000231253 0.00154831
internal_weight=0 583.06 555.005 511.065 431.574 240.245 145.256 191.329 90.7955
internal_count=4780 366 342 329 261 117 80 144 58
is_linear=0
shrinkage=0.06


Tree=469
num_leaves=10
num_cat=0
split_feature=68 49 72 143 45 13 85 81 109
split_gain=0.0772572 0.241775 0.227806 0.361738 0.305576 0.416899 0.558533 0.347203 0.385221
threshold=0.0012357163941487672 0.0081988852471113222 0.0054799309000372895 0.035692447796463973 0.0019672545604407792 0.00068727668258361529 0.011519505176693203 0.011880517937242987 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 8 -2
right_child=2 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=0.00037443423185372387 -0.0010385362161904573 -0.0032334493762806835 0.00013212843581950626 0.00297597244862461 -0.00010371953490994738 -0.0044045934420365888 0.0045791897853172878 0.0022438309600316046 -0.0046762493618446935
leaf_weight=2530.7635484933853 546.5324342250824 68.681123614311218 2763.3316546678543 170.98551106452942 3060.8946003913879 136.19325721263885 63.619447112083435 89.337227463722229 129.66146266460419
leaf_count=1206 320 44 1223 43 1689 87 20 42 106
internal_value=0 0.000279109 -0.000104234 0.000297842 -0.000397267 -0.00132804 -0.000822697 -0.00127162 -0.00173607
internal_weight=0 2599.44 6960.56 2934.32 4026.24 965.344 829.151 765.531 676.194
internal_count=4780 1250 3530 1266 2264 575 488 468 426
is_linear=0
shrinkage=0.06


Tree=470
num_leaves=10
num_cat=0
split_feature=86 140 47 8 112 69 92 142 0
split_gain=0.077034 0.282685 0.433479 0.382957 0.37491 0.443616 0.354415 0.509695 0.487875
threshold=0.00096484774257987748 0.02636832278221846 0.0049928687512874612 0.010829726699739696 0.0038949446752667431 0.0054799309000372895 0.0060143163427710542 0.011519505176693203 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 5 -4 -2 -8 -9
right_child=1 2 3 -5 -6 -7 7 8 -10
leaf_value=0.00011025078159334458 5.1254739039950074e-05 0.0044035256088786057 -0.0076392128409649637 0.0037062552884415969 0.0030610191854255364 0.00037714319976513345 -0.00066336432603136505 -0.002549074137713559 -0.0097475635571699863
leaf_weight=6737.0382807254791 1625.0382106304169 113.21101403236389 53.677111625671387 61.185037970542908 38.190954089164734 46.27745509147644 685.47306931018829 156.65650284290314 43.252630591392517
leaf_count=3565 682 28 41 13 13 15 311 75 37
internal_value=0 -0.000263115 0.00143853 -0.000245457 -0.00199568 -0.00392776 -0.000474966 -0.0014408 -0.00410655
internal_weight=0 2822.96 312.542 199.331 138.146 99.9546 2510.42 885.382 199.909
internal_count=4780 1215 110 82 69 56 1105 423 112
is_linear=0
shrinkage=0.06


Tree=471
num_leaves=10
num_cat=0
split_feature=63 146 118 32 149 113 42 32 135
split_gain=0.0800435 0.294147 0.300685 0.278054 0.226612 0.202119 0.115154 0.114252 0.112807
threshold=0.014740333426743748 0.010180860292166473 0.0032328735105693345 0.002945306478068233 0.0019071503775194289 0.0020932231564074759 0.00060774214216507982 0.0010918468469753864 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 6 4 7 -5 -2 -3 -1
right_child=1 3 -4 5 -6 -7 -8 -9 -10
leaf_value=0.00014225322882110208 -0.0018095440897647409 0.0028603846192766249 0.0021660636351536057 -0.0037102663821982546 0.0046899419847576656 0.001138823888975735 -0.0066817052857505747 -0.0010073682714198729 -0.00028536153995814008
leaf_weight=5220.7144380807877 33.707852244377136 54.363956093788147 40.432505011558533 47.735732436180115 117.98340320587158 87.975379228591919 36.238690495491028 55.629375219345093 3865.2189348936081
leaf_count=2499 19 17 10 31 37 31 31 23 2082
internal_value=0 0.000760064 -0.00195284 0.00158343 0.00286344 -0.00056682 -0.00433377 0.00090426 -3.96571e-05
internal_weight=0 474.067 110.379 363.688 227.977 135.711 69.9465 109.993 9085.93
internal_count=4780 199 60 139 77 62 50 40 4581
is_linear=0
shrinkage=0.06


Tree=472
num_leaves=10
num_cat=0
split_feature=81 19 66 142 51 94 13 118 14
split_gain=0.077138 0.402035 0.18228 0.190658 0.111125 0.389702 0.335737 0.406864 0.291779
threshold=0.04273676127195359 0.0072436286136507997 0.00047558375808876013 0.0037758676335215573 0.00043393640953581786 0.0016846025246195497 0.0013986918493174019 0.048151826485991485 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 -1 7 8 -7
right_child=1 2 -4 -5 -6 6 -8 -9 -10
leaf_value=0.0001427361855359656 0.0014293871178507537 -0.0029319107159462049 0.00028282759826164919 -0.0091772701991872686 0.0001192058117525078 -0.0030195314796329768 -0.0076974914503939867 0.0031244589045226014 0.001853821176968221
leaf_weight=1161.1674174070358 106.58279037475586 44.22876238822937 27.862902164459229 29.224750399589539 7756.8289504051208 289.04166197776794 33.900710463523865 58.943487048149109 52.218834280967712
leaf_count=654 42 28 14 25 3744 203 29 16 25
internal_value=0 -0.0011431 -0.00384931 -0.00541673 2.54114e-05 -0.000430653 -0.00196439 -0.00147874 -0.00227382
internal_weight=0 207.899 101.316 73.4535 9352.1 1595.27 434.105 400.204 341.26
internal_count=4780 109 67 53 4671 927 273 244 228
is_linear=0
shrinkage=0.06


Tree=473
num_leaves=10
num_cat=0
split_feature=7 144 140 124 75 137 67 33 115
split_gain=0.0766401 0.366969 0.322371 0.306244 0.279389 0.360428 0.594733 0.383671 0.447275
threshold=0.0072436286136507997 0.00039601318712811922 0.02636832278221846 0.00073092587990686308 0.017188700847327713 0.0037758676335215573 0.00040826165059115743 0.0011261500185355546 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -8 -9
right_child=1 2 -4 4 -6 -7 7 8 -10
leaf_value=7.0174321768550534e-05 -0.0060163602501768576 0.0036951500323427451 0.0039305956958929867 6.9136768635183005e-05 0.00015482736072732373 0.0022279046537040446 -0.0086025699331393601 -0.005444153435568257 0.00025571569017875031
leaf_weight=8166.5421899557114 40.81822144985199 61.185037970542908 63.523018002510071 213.06915163993835 682.55651462078094 73.94749903678894 56.111520767211914 115.34429514408112 86.902818322181702
leaf_count=4183 30 13 15 79 279 19 48 79 35
internal_value=0 -0.000411266 -0.000242122 -0.000447739 -0.00065417 -0.00166666 -0.00227755 -0.00421288 -0.002995
internal_weight=0 1393.46 1352.64 1289.12 1227.93 545.375 471.428 258.359 202.247
internal_count=4780 597 567 552 539 260 241 162 114
is_linear=0
shrinkage=0.06


Tree=474
num_leaves=10
num_cat=0
split_feature=122 8 140 48 116 43 102 36 141
split_gain=0.0800413 0.371759 0.240185 0.220775 0.20897 0.181488 0.391659 0.144758 0.131954
threshold=0.0048403022810816774 0.0095705352723598498 0.016164712607860569 0.0027679565828293566 0.00057154725072905432 0.0022975050378590827 0.0041444667149335155 0.00037263428384903824 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -6 -4
right_child=1 -3 8 -5 5 6 -8 -9 -10
leaf_value=-4.3310110432390463e-05 -0.0012644809855721644 -0.0039456213200328221 0.0012177282243318909 -0.0017595318752162714 0.0056331454570584709 -0.0042310219808424365 0.0041454502971029275 0.002570692016841757 -0.0038773346480642356
leaf_weight=8999.9102573394775 51.242702484130859 55.918662548065186 30.104453086853027 55.629375219345093 87.78252100944519 36.238690495491028 45.108465075492859 151.40196812152863 46.663171529769897
leaf_count=4532 34 38 11 23 21 31 14 41 35
internal_value=0 0.000695937 0.00121074 0.00176576 0.00229325 0.00286202 0.000413883 0.00369464 -0.0018793
internal_weight=0 560.09 504.171 427.404 371.774 320.532 81.3472 239.184 76.7676
internal_count=4780 248 210 164 141 107 45 62 46
is_linear=0
shrinkage=0.06


Tree=475
num_leaves=10
num_cat=0
split_feature=12 75 85 63 34 118 89 22 15
split_gain=0.0732752 0.320964 0.156913 0.0966373 0.0939161 0.282609 0.348697 0.307609 0.343574
threshold=0.052634395658969886 0.023343417793512348 0.0063990866765379914 0.0016846025246195497 0.00055427959887310873 0.0084566329605877417 0.0030382014811038975 0.0030382014811038975 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 6 7 8 -1
right_child=1 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.00094329049502862113 0.0012070310478507725 0.00038382231405638509 -0.0053077115822076498 0.004008445225226415 3.2036673498984863e-05 -0.0027736712278217065 -0.0041818329482349341 0.0059860718310743456 -0.0024857199207586624
leaf_weight=411.21887969970703 113.40387225151062 34.780413150787354 34.973271369934082 72.778509020805359 8475.8897614479065 175.64963042736053 66.439572691917419 33.514994025230408 141.35136282444
leaf_count=219 38 15 25 18 4187 106 47 9 116
internal_value=0 0.00100155 -0.00246981 0.0023021 -2.75505e-05 -0.000637392 -6.2338e-05 0.000404655 6.61255e-05
internal_weight=0 255.936 69.7537 186.182 9304.06 828.174 652.525 586.085 552.57
internal_count=4780 96 40 56 4684 497 391 344 335
is_linear=0
shrinkage=0.06


Tree=476
num_leaves=10
num_cat=0
split_feature=25 149 118 113 0 106 59 80 71
split_gain=0.0758117 0.399268 0.265408 0.343839 0.38788 0.369429 0.405309 0.334864 0.407132
threshold=0.0010585968848317864 0.028020657598972324 0.00057154725072905432 0.00068727668258361529 0.013439828064292671 0.013439828064292671 0.00064626874518580746 0.00042089859198313212 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 -8 -9
right_child=1 -3 -4 5 -6 -7 7 8 -10
leaf_value=-0.00022551278126080906 0.00031547597806899657 -0.003081101223169879 -4.6358971815395381e-05 -0.0025853052777883591 -0.0041924835526889713 -0.0016137605862848879 0.0061164812893084635 0.00050118524132656997 0.0033169163981123166
leaf_weight=3437.1165273189545 570.12877416610718 136.57897365093231 4339.2486032247543 65.174153566360474 78.129472851753235 117.48941695690155 76.285479068756104 361.44629526138306 378.40257084369659
leaf_count=2001 232 107 1981 41 57 71 21 142 127
internal_value=0 0.000126593 0.000199777 0.000848235 -0.000227833 0.00154664 0.00196797 0.00233158 0.00194132
internal_weight=0 6122.88 5986.3 1647.06 648.258 998.798 881.308 816.134 739.849
internal_count=4780 2779 2672 691 289 402 331 290 269
is_linear=0
shrinkage=0.06


Tree=477
num_leaves=10
num_cat=0
split_feature=99 60 72 125 19 85 121 40 60
split_gain=0.0784708 0.250045 0.263521 0.246264 0.354962 0.662417 0.413682 0.33583 0.539427
threshold=0.004017772153019906 0.037906534969806678 0.0062037324532866487 0.0010585968848317864 0.04673989117145539 0.0016331639490090313 0.0042751494329422721 0.0066005610860884198 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 6 -6 -5 8 -1
right_child=1 2 -4 4 5 -7 -8 -9 -10
leaf_value=0.00061169180951334767 0.00034967419363545832 -0.0057553931600913205 -0.00010499410746550155 -0.00013170508495220131 -0.0097480199350722645 0.0010743739306784486 -0.0022276929861121471 0.0014159908499918712 -0.0014581923260813794
leaf_weight=1337.2991933822632 3063.0024966001511 50.170141577720642 72.874938130378723 3165.9582064151764 40.914650559425354 40.528934121131897 379.64430856704712 723.96515142917633 685.6422461271286
leaf_count=785 1381 38 23 1533 35 15 251 280 439
internal_value=0 0.000243139 -0.00240888 -0.000121534 -0.000446092 -0.00436245 -0.000356132 0.000307016 -8.98609e-05
internal_weight=0 3186.05 123.045 6373.95 3627.05 81.4436 3545.6 2746.91 2022.94
internal_count=4780 1442 61 3338 1834 50 1784 1504 1224
is_linear=0
shrinkage=0.06


Tree=478
num_leaves=10
num_cat=0
split_feature=90 80 119 99 1 143 91 5 77
split_gain=0.0739153 0.247958 0.339541 0.36161 0.302503 0.287991 0.199675 0.302388 0.193052
threshold=0.00068727668258361529 0.0012357163941487672 0.0019672545604407792 0.0046923852059990176 0.00046126570669002836 0.00057154725072905432 0.0066005610860884198 0.0012745757703669371 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 6 4 -4 -2 7 -3 -9
right_child=1 2 3 -5 -6 -7 -8 8 -10
leaf_value=-5.6411763275543626e-05 0.0011448727216221619 0.0032335382323187998 -0.0040837467699378557 -0.0059669862148321907 0.0018875915552444143 -0.0031004423484300224 -0.0015386086971470243 -0.0024520379827797059 0.0017473118485386474
leaf_weight=8579.1465992927551 103.46153676509857 328.42528748512268 42.083640575408936 43.156201481819153 111.35517954826355 129.56503355503082 58.06378436088562 65.270582675933838 99.472421169281006
leaf_count=4295 59 99 36 32 51 101 30 46 31
internal_value=0 0.000493412 0.00102594 -0.00111487 0.000249834 -0.00121556 0.00178945 0.00218128 8.35446e-05
internal_weight=0 980.854 747.827 196.595 153.439 233.027 551.232 493.168 164.743
internal_count=4780 485 325 119 87 160 206 176 77
is_linear=0
shrinkage=0.06


Tree=479
num_leaves=10
num_cat=0
split_feature=143 72 30 115 29 24 150 140 124
split_gain=0.0761058 0.217153 0.239307 0.234786 0.384396 0.274856 0.221228 0.384679 0.348913
threshold=0.0014881226234138014 0.0012357163941487672 0.00050559637020342063 0.0028552538715302949 0.034632634371519096 0.0032328735105693345 0.0015349716995842757 0.0034400182776153092 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -3 -8
right_child=-2 6 -4 -5 -6 -7 8 -9 -10
leaf_value=-0.0019029137942416197 -8.172018413006979e-05 0.00077748221009269001 -0.0027542165269527573 0.0054145780201911974 0.0054330986541566073 0.0018946435234703611 0.001325400474337762 0.0042363167122117596 -0.0021915020516032947
leaf_weight=260.58834445476532 7753.3101396560669 698.82594573497772 142.32749462127686 27.862902164459229 38.190954089164734 93.133484840393066 212.57516539096832 138.73593616485596 194.4498997926712
leaf_count=218 3800 288 107 14 13 60 113 40 127
internal_value=0 0.000350698 -0.000628109 9.27607e-05 -0.000285592 -0.000903033 0.000792764 0.00135041 -0.000354745
internal_weight=0 1806.69 562.103 419.776 391.913 353.722 1244.59 837.562 407.025
internal_count=4780 980 412 305 291 278 568 328 240
is_linear=0
shrinkage=0.06


Tree=480
num_leaves=10
num_cat=0
split_feature=117 73 8 22 78 65 51 149 104
split_gain=0.0752123 0.401676 0.386454 0.242971 0.60549 0.198746 0.186166 0.246415 0.49152
threshold=0.04673989117145539 0.0017376682371832433 0.0015833032084628942 0.00052132029668428015 0.0015833032084628942 0.0016846025246195497 0.0026012937305495147 0.0010263677686452868 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 3 -3 -2 -5 -4 -1 8 -8
right_child=1 2 5 4 -6 -7 7 -9 -10
leaf_value=0.00019527823291364677 -0.0015633690288295989 -0.0023044895320700619 0.0022489680012258294 0.0047617956152552297 -0.0024718568140539516 0.0061726346687729985 -0.00014848857597903636 1.0417683476636089e-05 -0.0024508211674504833
leaf_weight=4991.7497310638428 277.44819092750549 47.735732436180115 125.09377241134644 87.878950119018555 79.202033758163452 73.94749903678894 926.01940667629242 2428.9413065910339 521.98364388942719
leaf_count=2490 198 31 48 26 53 19 384 1232 299
internal_value=0 0.000602783 0.0025439 -0.000474813 0.0013328 0.00370668 -4.69864e-05 -0.000358914 -0.000978445
internal_weight=0 691.306 246.777 444.529 167.081 199.041 8868.69 3876.94 1448
internal_count=4780 375 98 277 79 67 4405 1915 683
is_linear=0
shrinkage=0.06


Tree=481
num_leaves=10
num_cat=0
split_feature=31 36 92 12 18 105 85 18 7
split_gain=0.071163 0.383941 0.382669 0.705392 0.44158 0.423235 0.368107 0.322134 0.371702
threshold=0.0032328735105693345 0.00042089859198313212 0.00099512818269431613 0.0053125319536775359 0.010829726699739696 0.0068083447404205808 0.00017767510871635753 0.0031340263085439806 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 7 -6 -2 8 -4
right_child=1 2 4 -5 5 -7 -8 -9 -10
leaf_value=8.8202382123964314e-05 -0.0010557844934389272 -0.0081248220886016471 -0.0031823792387745565 -0.0010506942488983423 -0.0091144777296226758 -0.00072115441364108308 0.0013810393154214148 0.0020216641936601008 0.0001449527418927579
leaf_weight=7409.0738852024078 336.982093334198 72.477380990982056 164.24901759624481 169.22610569000244 39.745660543441772 47.446445107460022 660.74326145648956 202.45181238651276 457.60460460186005
leaf_count=3835 185 62 111 71 34 16 221 65 180
internal_value=0 -0.000303822 -0.00104945 -0.00317195 -0.000486627 -0.00454717 0.000558001 -5.71172e-05 -0.000733889
internal_weight=0 2150.93 1153.2 241.703 911.498 87.1921 997.725 824.305 621.854
internal_count=4780 945 539 133 406 50 406 356 291
is_linear=0
shrinkage=0.06


Tree=482
num_leaves=10
num_cat=0
split_feature=38 28 24 78 65 118 21 101 78
split_gain=0.0751738 0.340382 0.421171 0.278382 0.277758 0.466082 0.421332 0.369408 0.769992
threshold=0.0045489775948226461 0.0026012937305495147 0.0063990866765379914 0.029773407615721229 0.011169348377734424 0.00085274505545385193 0.00087947337306104611 0.0087224207818508166 0.019431582652032379
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 -6 7 8 -7
right_child=1 2 -4 -5 5 6 -8 -9 -10
leaf_value=3.7572920704469247e-05 0.00197010902112092 -0.0060887874696952142 0.0017900657279903138 -0.001503308492970297 0.0022051398102671126 -0.0055711375527843689 -0.0049601394043427846 0.0028519012771335344 0.0021647785390352036
leaf_weight=8445.0866231918335 408.89274036884308 54.846101641654968 44.035904169082642 104.2448103427887 102.09968852996826 108.42678415775299 142.13463640213013 69.367968082427979 80.865010023117065
leaf_count=4259 158 42 18 40 48 78 97 20 20
internal_value=0 0.000643333 -0.00258004 0.00126448 -4.40023e-05 -0.00141389 -0.00233582 -0.000893742 -0.00226637
internal_weight=0 612.02 98.882 513.138 8947.98 502.894 400.794 258.66 189.292
internal_count=4780 258 60 198 4522 263 215 118 98
is_linear=0
shrinkage=0.06


Tree=483
num_leaves=10
num_cat=0
split_feature=63 51 44 142 106 38 105 140 70
split_gain=0.0729203 0.199909 0.269194 0.217654 0.355612 0.181782 0.151413 0.395453 0.333829
threshold=0.014740333426743748 0.0079489401541650313 0.0070226341485977182 0.021960759535431865 0.00017767510871635753 0.00017767510871635753 0.0060143163427710542 0.02636832278221846 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 3 -3 4 -2 -6 -1 8 -8
right_child=1 2 -4 -5 5 -7 7 -9 -10
leaf_value=7.8605557214028794e-05 0.0015592169645378101 3.9283423900909467e-05 0.004847290714864093 0.0023830044786376185 -0.0020289292689790349 -0.0074376204289246014 0.00051083378581825187 0.0018778441193632277 -0.0014831052457926872
leaf_weight=7410.6404323577881 96.15830934047699 85.73382830619812 82.034000039100647 85.540970087051392 95.375035762786865 29.224750399589539 426.4275906085968 210.63474249839783 1038.230607509613
leaf_count=3797 38 34 21 24 57 25 173 72 539
internal_value=0 0.000725457 0.00239027 -0.000186405 -0.00118202 -0.00329753 -3.78514e-05 -0.000552997 -0.00090258
internal_weight=0 474.067 167.768 306.299 220.758 124.6 9085.93 1675.29 1464.66
internal_count=4780 199 55 144 120 82 4581 784 712
is_linear=0
shrinkage=0.06


Tree=484
num_leaves=10
num_cat=0
split_feature=82 34 1 103 81 97 68 51 56
split_gain=0.0803219 0.214275 0.195761 0.435458 0.298742 0.294086 0.218718 0.282696 0.218468
threshold=0.0070226341485977182 0.0053125319536775359 0.00082683752407319855 0.0049928687512874612 0.0044099434744566688 0.0016846025246195497 0.011169348377734424 0.0026012937305495147 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 5 -4 7 -3 -9
right_child=1 2 3 -5 -6 -7 -8 8 -10
leaf_value=-6.2034739865186026e-05 0.001436804800100803 0.0035440399715476996 -0.0025911355009589853 0.004519559136659199 -0.0046822146601774601 0.003332075583716594 -0.0018469567782299729 -0.0031352124521448321 0.0023336210056473091
leaf_weight=8480.9632786512375 477.36916506290436 131.03515160083771 82.901862025260925 38.190954089164734 109.88506150245667 47.446445107460022 86.312402963638306 57.280510783195496 48.615435123443604
leaf_count=4152 251 58 66 13 94 16 64 49 17
internal_value=0 0.000487578 -0.000265549 -0.00143168 -0.00237777 -0.000435102 0.000738892 0.0016809 -0.000624543
internal_weight=0 1079.04 601.668 278.424 240.233 130.348 323.244 236.931 105.896
internal_count=4780 628 377 189 176 82 188 124 66
is_linear=0
shrinkage=0.06


Tree=485
num_leaves=10
num_cat=0
split_feature=14 75 27 96 92 96 69 27 116
split_gain=0.072969 0.294753 0.455356 0.344976 0.403436 0.38601 0.574886 0.488685 0.489986
threshold=0.0013560238294303419 0.0015349716995842757 0.015675474889576439 0.018276390619575981 0.002945306478068233 0.00066645268816500913 0.004017772153019906 0.0028552538715302949 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 8 -7
right_child=-2 2 -4 -5 5 6 -8 -9 -10
leaf_value=0.00024478869731316252 0.00017409281286698673 -0.00036652215546587518 0.0040618795201171655 0.0020342579892142732 0.00034951191037997013 -0.0062465837384653193 -0.00094710354962878045 -0.0085881313455098175 -0.00049264413694440805
leaf_weight=2839.2449615001678 4545.8705487251282 1207.275695681572 70.440528988838196 140.09778439998627 173.70920753479004 100.34028315544128 285.25724530220032 84.167281150817871 113.59673047065735
leaf_count=1642 2143 541 16 51 65 76 126 72 48
internal_value=0 -0.000157835 -0.000683447 -0.000842284 -0.00104744 -0.00213328 -0.00287258 -0.00471508 -0.00319134
internal_weight=0 5014.13 2174.88 2104.44 1964.35 757.071 583.362 298.104 213.937
internal_count=4780 2637 995 979 928 387 322 196 124
is_linear=0
shrinkage=0.06


Tree=486
num_leaves=10
num_cat=0
split_feature=122 98 38 143 47 117 92 56 71
split_gain=0.0740371 0.215588 0.292123 0.308363 0.269131 0.22395 0.19631 0.186622 0.116201
threshold=0.0048403022810816774 0.0037758676335215573 0.0013986918493174019 0.0063990866765379914 0.0017376682371832433 0.019431582652032379 0.0034400182776153092 0.00080172589514404546 0.27827766537666326
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 4 3 5 7 -3 -6 -2 -1
right_child=1 2 -4 -5 6 -7 -8 -9 -10
leaf_value=-1.430624131428945e-05 -0.0032355850602237301 -0.0027356504013155078 0.002598107389226249 -0.005167290534854767 0.0042811637708518166 0.003519194075942882 0.00067492150282240306 0.0015386488283977854 -0.0017412694713203379
leaf_weight=8857.389904499054 55.822233438491821 43.252630591392517 63.715876221656799 70.042971849441528 134.05997610092163 39.359944105148315 91.385920166969299 62.450457096099854 142.52035284042358
leaf_count=4415 33 37 25 55 36 14 29 19 117
internal_value=0 0.000669325 -0.000814343 -0.00223864 0.0016033 0.000244408 0.00281935 -0.00071469 -4.1654e-05
internal_weight=0 560.09 216.371 152.656 343.719 82.6126 225.446 118.273 8999.91
internal_count=4780 248 131 106 117 51 65 52 4532
is_linear=0
shrinkage=0.06


Tree=487
num_leaves=10
num_cat=0
split_feature=61 127 65 81 20 45 7 147 75
split_gain=0.0716563 0.241233 0.297681 0.329554 0.304728 0.326101 0.305304 0.459741 0.346558
threshold=0.0037758676335215573 0.0036604277556762104 0.014293605927377941 0.0048403022810816774 0.012636432424187662 0.010180860292166473 0.0020292587578296666 0.0027679565828293566 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 8 -8 -2
right_child=1 -3 3 -5 5 -7 7 -9 -10
leaf_value=-0.0001059075867588435 -8.6769104507192324e-05 0.0012216865968898729 0.00013818860267418511 -0.0086218297165610788 -0.0070806761342771304 -0.00037816239927649308 -0.0033129393261067523 0.0015630727584848621 -0.0038278224237686953
leaf_weight=6752.9575175046921 1016.4901020526886 697.94624304771423 31.466301321983337 30.39374041557312 43.156201481819153 66.246714472770691 76.767624616622925 746.86280620098114 97.713015794754028
leaf_count=3377 604 302 22 26 32 37 46 275 59
internal_value=0 0.000254784 -6.51853e-05 -0.00416588 5.87227e-05 -0.00302211 0.000232655 0.0011086 -0.000414851
internal_weight=0 2807.04 2109.1 61.86 2047.24 109.403 1937.83 823.63 1114.2
internal_count=4780 1403 1101 48 1053 69 984 321 663
is_linear=0
shrinkage=0.06


Tree=488
num_leaves=10
num_cat=0
split_feature=58 25 108 63 87 125 147 135 78
split_gain=0.0769961 0.127713 0.26231 0.470762 0.326644 0.503073 0.36941 0.318194 0.352318
threshold=0.029773407615721229 0.0010585968848317864 0.00017767510871635753 0.00052132029668428015 0.00017767510871635753 0.0022975050378590827 0.0053125319536775359 0.00050559637020342063 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 -5 -6 8 -4
right_child=-2 -3 3 4 6 -7 -8 -9 -10
leaf_value=-0.003337016868303387 0.000668134588732319 0.00011902254380191917 -0.00022292155164265468 -0.00096894718500091168 0.00012207783006030749 -0.0053463575844547185 -0.0022091748767012333 -0.00079461360982411233 0.0029615082438872015
leaf_weight=102.87112140655518 583.06041204929352 5925.1197279691696 195.71531891822815 388.61051225662231 1349.687778711319 124.8890734910965 298.88756835460663 244.62004137039185 346.53871238231659
leaf_count=88 366 2659 133 239 712 97 177 165 144
internal_value=0 -4.33959e-05 -0.000358732 -0.000254838 -0.000712174 -0.00203358 -0.000300579 0.00100177 0.00181215
internal_weight=0 8976.94 3051.82 2948.95 2162.07 513.5 1648.58 786.874 542.254
internal_count=4780 4414 1755 1667 1225 336 889 442 277
is_linear=0
shrinkage=0.06


Tree=489
num_leaves=10
num_cat=0
split_feature=83 115 73 145 61 12 146 99 86
split_gain=0.0740126 0.338254 0.363648 0.265707 0.198692 0.178605 0.112607 0.225993 0.320534
threshold=0.076978169381618514 0.0020292587578296666 0.00042089859198313212 0.0026833302108570938 0.0048403022810816774 0.00017767510871635753 0.00077738583786413084 0.0014881226234138014 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 5 -4 -3 -2 -1 8 -8
right_child=1 4 3 -5 -6 -7 7 -9 -10
leaf_value=0.00064208690649898107 -0.0029267790442259944 -0.0064981366188071677 -0.0013268387185517488 0.0042298013096912224 -0.00057134161410481675 0.0020096112661233188 -0.00032298152470482404 0.00022710167593753937 -0.0042155550405071534
leaf_weight=979.19069135189056 121.47853255271912 51.435560703277588 46.566742420196533 92.554910182952881 33.707852244377136 33.707852244377136 3333.0036681890488 4790.4178423881531 77.936614632606506
leaf_count=518 99 44 30 30 19 19 1789 2185 47
internal_value=0 -0.000821167 0.000142372 0.00236989 -0.00415175 -0.00185455 3.39405e-05 -3.86683e-05 -0.000411923
internal_weight=0 379.451 294.308 139.122 85.1434 155.186 9180.55 8201.36 3410.94
internal_count=4780 241 178 60 63 118 4539 4021 1836
is_linear=0
shrinkage=0.06


Tree=490
num_leaves=10
num_cat=0
split_feature=34 34 137 108 91 51 94 116 73
split_gain=0.0706046 0.186192 0.314717 0.484704 0.269883 0.488837 0.392236 0.329137 0.224264
threshold=0.00055427959887310873 0.0010263677686452868 0.0020292587578296666 0.015200819820165636 0.00099512818269431613 0.0034400182776153092 0.0016846025246195497 0.0012357163941487672 0.020658296532928947
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -6 -8
right_child=1 -3 -4 -5 7 -7 8 -9 -10
leaf_value=-0.00050653119792861811 0.0032129191664327875 -3.1360927037413859e-05 -0.0032567067659670049 -0.004707620303141518 0.0057766021801394863 -0.0049560881416056309 -0.0028763772810786957 0.0013031272340859666 0.0023839224130051836
leaf_weight=897.63883686065674 206.15164065361023 7940.84252846241 58.160213470458984 44.421620607376099 109.80047309398651 46.759600639343262 82.612574696540833 128.50431334972382 45.108465075492859
leaf_count=522 78 3926 35 38 30 40 51 46 14
internal_value=0 5.24894e-05 0.000975323 0.00134637 0.00178087 0.000789513 0.0015942 0.00336431 -0.00101855
internal_weight=0 8662.36 721.519 663.359 618.937 380.632 333.873 238.305 127.721
internal_count=4780 4258 332 297 259 183 143 76 65
is_linear=0
shrinkage=0.06


Tree=491
num_leaves=10
num_cat=0
split_feature=94 20 28 95 143 142 115 72 124
split_gain=0.067375 0.265247 0.313825 0.436922 0.295517 0.498052 0.361253 0.345206 0.305324
threshold=0.0048403022810816774 0.0011615398107096555 0.00066645268816500913 0.0058306583669036635 0.011519505176693203 0.021960759535431865 0.024810968898236755 0.0037758676335215573 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 6 -6 7 -2 -9
right_child=1 2 3 -5 5 -7 -8 8 -10
leaf_value=-0.00010401884602746909 -0.0018264149885278804 0.0027799941077347548 0.0010676033598099443 -0.0023427206366258527 0.0017471736744728236 -0.0023687816756806884 -0.0045363004469685247 0.0009935093224145361 -0.0026815024490259238
leaf_weight=6701.8958325386047 416.07585728168488 261.68458676338196 701.16392576694489 167.56312942504883 477.18814754486084 136.00039899349213 86.215973854064941 515.5719598531723 96.640454888343811
leaf_count=3412 292 96 290 104 182 77 59 205 63
internal_value=0 0.000243911 0.000958494 0.000409808 -0.000223633 0.000834287 -0.00080569 -0.0004929 0.000413392
internal_weight=0 2858.1 1130.41 868.727 1727.69 613.189 1114.5 1028.29 612.212
internal_count=4780 1368 490 394 878 259 619 560 268
is_linear=0
shrinkage=0.06


Tree=492
num_leaves=10
num_cat=0
split_feature=21 20 59 86 72 87 129 35 112
split_gain=0.0719258 0.309137 0.248229 0.30846 0.364506 0.341482 0.219383 0.207494 0.324441
threshold=0.0056525857653468856 0.00090704852482303988 0.01884530205279589 0.0011615398107096555 0.019431582652032379 0.00062670491752214741 0.00066645268816500913 0.0037758676335215573 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -3 -9
right_child=1 7 -4 -5 -6 -7 -8 8 -10
leaf_value=-6.7641090850216779e-05 -0.00071979641100106682 0.0018540130575751173 0.0027305360885486168 -0.0049446155274398091 0.0039373497377037546 -0.0028104760951256011 0.0032692765409177626 0.0024775705769985042 -0.0023952916473168567
leaf_weight=8178.4604704380035 160.74204754829407 536.90306746959686 72.971367239952087 63.029031753540039 59.039916157722473 213.73231470584869 71.802377223968506 83.395848274230957 119.92382609844208
leaf_count=4026 108 238 28 49 21 173 27 32 78
internal_value=0 0.000400423 -0.000563827 -0.000986799 -0.000493133 -0.00107926 0.000511903 0.00123583 -0.000396585
internal_weight=0 1381.54 641.317 568.346 505.317 446.277 232.544 740.223 203.32
internal_count=4780 754 406 378 329 308 135 348 110
is_linear=0
shrinkage=0.06


Tree=493
num_leaves=10
num_cat=0
split_feature=82 150 103 97 65 115 120 40 124
split_gain=0.0704013 0.17557 0.305305 0.22167 0.234525 0.274536 0.213765 0.246592 0.218327
threshold=0.0070226341485977182 0.0025217677466571335 0.0049928687512874612 0.0010918468469753864 0.0016846025246195497 0.0014427106943912806 0.0010263677686452868 0.013439828064292671 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 6 4 5 -2 7 8 -3
right_child=1 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-5.8077524336540467e-05 -0.00099120029745125506 -0.001092919529797332 0.0033571000944959766 0.003497295341904821 -0.0034512050292518004 0.0032511746460694175 0.0022513036670278467 -0.0047547303344830615 0.0027183702239293602
leaf_weight=8480.9632786512375 102.58183407783508 401.07184529304504 79.985307335853577 129.57687425613403 45.494181513786316 118.17626142501831 82.419716477394104 57.184081673622131 62.546886205673218
leaf_count=4152 73 289 34 42 34 47 41 44 24
internal_value=0 0.000456475 -0.000126079 0.00146197 0.000471443 0.00127983 -0.000587937 -0.00103726 -0.000578738
internal_weight=0 1079.04 683.208 395.829 266.252 220.758 603.223 520.803 463.619
internal_count=4780 628 432 196 154 120 398 357 313
is_linear=0
shrinkage=0.06


Tree=494
num_leaves=10
num_cat=0
split_feature=69 52 121 123 78 33 68 98 58
split_gain=0.0697494 0.294595 0.420646 0.31245 0.28079 0.556787 0.472706 0.406899 0.334212
threshold=0.0017376682371832433 0.0020292587578296666 0.04273676127195359 0.00038414125447161501 0.019431582652032379 0.001792412775103003 0.004017772153019906 0.0026833302108570938 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -7 8 -3
right_child=1 4 -4 -5 5 6 -8 -9 -10
leaf_value=0.00011818183279579652 -0.0028686884724148237 0.0014860738802809149 0.0034971491529365221 -0.00039590248802963228 0.0014961583815669996 -0.0061067353489595499 -0.00076105458502658842 -0.00042702788295562118 -0.0034290815973704262
leaf_weight=6241.1818150281906 366.68898928165436 966.46375238895416 62.546886205673218 369.1352391242981 149.06398808956146 108.42678415775299 132.10771250724792 1111.8769785165787 52.508121609687805
leaf_count=3190 235 335 24 183 39 78 54 602 40
internal_value=0 -0.000222246 -0.00122665 -0.00162819 9.59067e-05 -0.00138515 -0.00317075 0.000366699 0.00123279
internal_weight=0 3318.82 798.371 735.824 2520.45 389.598 240.534 2130.85 1018.97
internal_count=4780 1590 442 418 1148 171 132 977 375
is_linear=0
shrinkage=0.06


Tree=495
num_leaves=10
num_cat=0
split_feature=58 1 76 114 100 145 33 8 149
split_gain=0.070561 0.155425 0.187869 0.184797 0.138773 0.146916 0.142732 0.114373 0.109786
threshold=0.029773407615721229 0.00017767510871635753 0.00244467705488205 0.00040826165059115743 0.0049928687512874612 0.0014427106943912806 0.0027679565828293566 0.012252715881913902 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 3 4 7 5 -3 -7 -2 -1
right_child=1 2 -4 -5 -6 6 -8 -9 -10
leaf_value=0.00023574304460178297 9.2205682164037554e-05 0.0037463652676910158 0.0034658897284304616 0.0042675146562469223 -0.002308413450161364 -0.0026897155105663267 0.0017079604861987348 0.0039357769764287939 -0.00020032261321199882
leaf_weight=3268.6719917058945 165.51443672180176 35.852974057197571 41.794353246688843 73.067796349525452 126.15449261665344 58.449500799179077 48.711864233016968 33.514994025230408 5708.2678631544113
leaf_count=1434 117 11 21 33 103 50 22 9 2980
internal_value=0 0.000639605 -0.000276748 0.00168685 -0.000857874 0.000421662 -0.000690684 0.000739433 -4.15429e-05
internal_weight=0 583.06 310.963 272.097 269.169 143.014 107.161 199.029 8976.94
internal_count=4780 366 207 159 186 83 72 126 4414
is_linear=0
shrinkage=0.06


Tree=496
num_leaves=10
num_cat=0
split_feature=22 61 31 29 92 78 46 141 18
split_gain=0.0699503 0.171439 0.34144 0.322261 0.299213 0.36242 0.338972 0.309106 0.264249
threshold=0.00073092587990686308 0.0027679565828293566 0.0014427106943912806 0.0036604277556762104 0.00043393640953581786 0.0068083447404205808 0.0070226341485977182 0.0010263677686452868 0.13848232477903369
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 5 -4 7 -6 -1
right_child=-2 2 4 -5 6 -7 -8 -9 -10
leaf_value=-0.00043303511150367317 0.00026797267834190354 0.00072300690536318578 -0.0057411811784422659 -0.00085718024040494446 0.0052515791215140663 0.0018480228142121482 -0.00031948443697388853 0.0016934645596824553 0.0022097930545400524
leaf_weight=4019.2363296747208 2565.6640721559525 798.38295531272888 46.759600639343262 1111.3711515665054 107.46249306201935 43.939475059509277 243.46289205551147 482.74381029605865 140.97748708724976
leaf_count=2199 1108 383 40 695 28 13 105 172 37
internal_value=0 -9.82978e-05 0.000261602 -0.000196575 0.0012082 -0.00206457 0.00156426 0.00234131 -0.000343477
internal_weight=0 6994.34 2834.12 1909.75 924.368 90.6991 833.669 590.206 4160.21
internal_count=4780 3672 1436 1078 358 53 305 200 2236
is_linear=0
shrinkage=0.06


Tree=497
num_leaves=10
num_cat=0
split_feature=70 72 19 117 1 60 88 150 56
split_gain=0.0721702 0.226528 0.304124 0.238253 0.21138 0.286706 0.164675 0.143481 0.158588
threshold=0.017188700847327713 0.001792412775103003 0.0034400182776153092 0.00747153488919139 0.0010585968848317864 0.002945306478068233 0.00055427959887310873 0.00055427959887310873 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 -6 -5 -3 -9
right_child=1 4 3 6 5 -7 -8 8 -10
leaf_value=-4.630210766890134e-05 -0.0015630046740488144 0.0014924948140083885 0.006371967337546405 -0.0010067362371281704 -0.00071061821367862665 0.0031882485201274822 0.0041103799470872783 -0.0035100342608799964 0.00062303511524872406
leaf_weight=8860.9933036565781 56.01509165763855 43.939475059509277 64.788437128067017 44.325191497802734 158.01835107803345 119.0559641122818 46.27745509147644 120.30954253673553 46.27745509147644
leaf_count=4423 43 13 21 33 86 33 15 98 15
internal_value=0 0.000586951 0.00222733 0.00359367 -0.00012426 0.000964684 0.00160695 -0.00155742 -0.00236188
internal_weight=0 699.007 211.406 155.391 487.601 277.074 90.6026 210.526 166.587
internal_count=4780 357 112 69 245 119 48 126 113
is_linear=0
shrinkage=0.06


Tree=498
num_leaves=10
num_cat=0
split_feature=86 45 86 79 122 1 72 79 109
split_gain=0.0686596 0.314866 0.359124 0.431944 0.478661 0.430695 0.400714 0.269264 0.430834
threshold=0.00096484774257987748 0.017188700847327713 0.0012745757703669371 0.0049928687512874612 0.0012357163941487672 0.0013986918493174019 0.013032016810029747 0.00899649551138282 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 -2 8 -4
right_child=1 -3 7 5 -6 -7 -8 -9 -10
leaf_value=0.00010408565322131188 -0.0035133154449353853 -0.0038416576614606832 0.00033410171799026908 -0.00187166256610209 0.0032593537868303804 -0.0085584247349179497 0.0029356534258042706 0.0012061093278931544 -0.0018633876765625241
leaf_weight=6737.0382807254791 150.12470829486847 85.143412947654724 1226.871079325676 94.013187527656555 90.313359260559082 54.942530751228333 45.108465075492859 641.3525767326355 435.09266626834869
leaf_count=3565 94 63 484 46 33 47 14 229 205
internal_value=0 -0.000248402 -0.000136655 -0.00171882 -0.00035248 -0.00433808 -0.00202329 0.000161808 -0.000241189
internal_weight=0 2822.96 2737.82 434.502 285.547 148.956 195.233 2303.32 1661.96
internal_count=4780 1215 1152 234 141 93 108 918 689
is_linear=0
shrinkage=0.06


Tree=499
num_leaves=10
num_cat=0
split_feature=33 87 100 18 15 131 40 82 61
split_gain=0.0696321 0.310185 0.254187 0.367539 0.333653 0.408409 0.420723 0.423684 0.284032
threshold=0.00077738583786413084 0.052634395658969886 0.00044738779251929378 0.00066645268816500913 0.0011261500185355546 0.00017767510871635753 0.0011980500421486797 0.0013986918493174019 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 -7 -8 -4
right_child=1 -3 8 4 5 6 7 -9 -10
leaf_value=0.00066830149163598393 0.00015479988570711662 -0.0041145619877033133 -0.001690995009338561 5.0943687728191503e-05 -0.008426166857353869 0.003107069092708309 -0.0073570566758143297 0.0004589317943378727 0.00015579158668600074
leaf_weight=1458.5239607095718 6345.6431649923325 61.860041737556458 705.22578907012939 279.12300789356232 42.083640575408936 45.012035965919495 55.918662548065186 45.108465075492859 521.50149834156036
leaf_count=692 3122 48 441 106 36 9 38 14 274
internal_value=0 0.000113582 -0.000230858 0.000199146 -0.00126534 -0.00321834 -0.00171762 -0.00386723 -0.000905896
internal_weight=0 6407.5 3152.5 1925.77 467.246 188.123 146.039 101.027 1226.73
internal_count=4780 3170 1610 895 203 97 61 52 715
is_linear=0
shrinkage=0.06


Tree=500
num_leaves=10
num_cat=0
split_feature=45 10 134 56 82 130 115 139 132
split_gain=0.0697767 0.25469 0.188837 0.209221 0.445589 0.394986 0.443633 0.393539 0.252956
threshold=0.000490355829242617 0.0066005610860884198 0.00017767510871635753 0.00017767510871635753 0.00096484774257987748 0.0013560238294303419 0.0011980500421486797 0.004017772153019906 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 -5 -8 -1
right_child=-2 -3 -4 4 -6 -7 7 -9 -10
leaf_value=3.1675188461753382e-05 -6.3322508928902738e-05 0.0033464262258498549 0.0024078616828046078 0.0015095630900454177 0.0024963640391080298 0.0012221625878075534 -0.0081495044866583821 -0.00063463594121087197 0.0033853015792698793
leaf_weight=651.56051814556122 8294.2750704288483 98.399860262870789 121.39394414424896 35.949403166770935 77.550898194313049 63.619447112083435 90.012231230735779 34.780413150787354 92.458481073379517
leaf_count=341 4189 35 35 16 27 20 77 15 25
internal_value=0 0.000414951 0.000167842 -9.21412e-05 -0.00142429 -0.00277947 -0.00436326 -0.00605507 0.000448427
internal_weight=0 1265.73 1167.33 1045.93 301.912 224.361 160.742 124.793 744.019
internal_count=4780 591 556 521 155 128 108 92 366
is_linear=0
shrinkage=0.06


Tree=501
num_leaves=10
num_cat=0
split_feature=21 0 133 26 73 18 59 17 63
split_gain=0.0686432 0.400336 0.43237 0.265647 0.494535 0.297708 0.257209 0.317048 0.275608
threshold=0.0056525857653468856 0.0034400182776153092 0.0062037324532866487 0.00055427959887310873 0.0012357163941487672 0.0054799309000372895 0.0019672545604407792 0.00093549740267917525 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 -3 -8
right_child=1 3 -4 4 -6 -7 8 -9 -10
leaf_value=-6.607955188484036e-05 0.00046864880933199812 -0.0015299733093742328 0.0037694980490004673 -0.0025960536182783808 0.0026234476675716179 -0.0075250180202897044 -0.0017652133172967558 0.0038558335055688371 -0.0081219777261556693
leaf_weight=8178.4604704380035 521.88721477985382 106.08880412578583 196.70329141616821 102.77469229698181 179.45772850513458 29.224750399589539 153.63167834281921 62.546886205673218 29.224750399589539
leaf_count=4026 294 76 65 83 65 25 97 24 25
internal_value=0 0.000391179 0.00137221 -0.000672186 0.000722771 -0.00170629 -0.0012225 0.00046762 -0.00278117
internal_weight=0 1381.54 718.591 662.949 282.232 380.717 351.492 168.636 182.856
internal_count=4780 754 359 395 148 247 222 100 122
is_linear=0
shrinkage=0.06


Tree=502
num_leaves=10
num_cat=0
split_feature=51 61 131 33 122 88 72 85 118
split_gain=0.068886 0.229006 0.431347 0.390168 0.383768 0.339018 0.285452 0.277721 0.371657
threshold=0.00043393640953581786 0.0042751494329422721 0.001792412775103003 0.0036604277556762104 0.00017767510871635753 0.011519505176693203 0.00082683752407319855 0.011519505176693203 0.014293605927377941
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 -1 6 -6 8 -3
right_child=-2 2 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00031831183559499879 7.3521266257434696e-05 -0.00228203893968878 -0.0030691040635335422 0.0046004069313722046 -0.0010416166960957752 0.00037463838016272568 -0.0071079171765940034 0.0048267102603747301 0.0038342763536326008
leaf_weight=1039.29132771492 7911.4367605447769 135.31355452537537 81.540013790130615 116.814413189888 42.083640575408936 61.474325299263 82.99829113483429 40.432505011558533 48.615435123443604
leaf_count=594 3832 101 55 36 36 28 71 10 17
internal_value=0 -0.000352828 0.000851421 0.00178841 -0.000768096 -0.00327381 -0.00506692 0.000324344 -0.000665397
internal_weight=0 1648.56 422.716 341.176 1225.85 186.556 125.082 224.361 183.929
internal_count=4780 948 219 164 729 135 107 128 118
is_linear=0
shrinkage=0.06


Tree=503
num_leaves=10
num_cat=0
split_feature=122 43 82 96 120 20 118 78 87
split_gain=0.0700226 0.216672 0.203215 0.148036 0.213173 0.140653 0.374262 0.138837 0.138784
threshold=0.0048403022810816774 0.0068083447404205808 0.0026012937305495147 0.0033348383149132137 0.00064626874518580746 0.00070876078098081063 0.00042089859198313212 0.0036604277556762104 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 -2 -7 -4
right_child=1 2 8 4 -6 7 -8 -9 -10
leaf_value=-4.0508982422386998e-05 -0.0042508157702743398 -0.0061036526504497299 -0.0029566009594188111 -0.002315370698804766 0.0025626239521532482 0.0051842153508482435 0.0023717926982072626 0.0016769924604338885 0.0024436000723790634
leaf_weight=8999.9102573394775 41.987211465835571 29.224750399589539 32.731720447540283 84.854125618934631 52.025976061820984 68.102548956871033 114.47643315792084 100.73784029483795 35.949403166770935
leaf_count=4532 31 25 28 48 15 14 34 37 16
internal_value=0 0.000650926 -0.00191313 0.00119408 -0.000461322 0.00189063 0.000594608 0.00309165 -0.000130002
internal_weight=0 560.09 97.9059 462.184 136.88 325.304 156.464 168.84 68.6811
internal_count=4780 248 69 179 63 116 65 51 44
is_linear=0
shrinkage=0.06


Tree=504
num_leaves=10
num_cat=0
split_feature=53 108 141 19 61 61 118 95 38
split_gain=0.0706142 0.211649 0.219365 0.371662 0.20396 0.140778 0.150007 0.105248 0.205024
threshold=0.059226244688034065 0.044033329933881767 0.00085274505545385193 0.014293605927377941 0.0054799309000372895 0.0048403022810816774 0.0038949446752667431 0.011169348377734424 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 4 5 -2 -4 -7 -1 -9
right_child=1 -3 3 -5 -6 6 -8 8 -10
leaf_value=3.1585389116515522e-05 0.0036202436001339048 0.0033938825191663835 -0.0041342758576757167 0.003964024936552419 -0.0010123598972497628 -0.0022982467766619412 0.0030737522618237549 -0.0010940285594950592 0.0011869184274094103
leaf_weight=8207.4923626184464 91.482349276542664 86.902818322181702 82.99829113483429 41.601495027542114 54.65324342250824 63.125460863113403 26.597483038902283 729.00314652919769 176.14361667633057
leaf_count=4041 34 35 71 11 32 54 8 422 72
internal_value=0 0.000735972 9.5177e-05 -0.00112705 0.0018877 -0.00235328 -0.000705771 -3.61306e-05 -0.000650151
internal_weight=0 447.361 360.458 214.323 146.136 172.721 89.7229 9112.64 905.147
internal_count=4780 245 210 144 66 133 62 4535 494
is_linear=0
shrinkage=0.06


Tree=505
num_leaves=10
num_cat=0
split_feature=86 86 94 78 8 30 138 44 12
split_gain=0.0631819 0.303639 0.36734 0.504043 0.353711 0.327228 0.437918 0.263099 0.479766
threshold=0.00096484774257987748 0.0012745757703669371 0.00080172589514404546 0.012252715881913902 0.0015833032084628942 0.0020292587578296666 0.00044738779251929378 0.019431582652032379 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4 -3 -9
right_child=1 7 3 4 -6 -7 -8 8 -10
leaf_value=9.9847387860144441e-05 0.001453256593347973 0.00022902810472967861 -0.0034009249880783909 -0.00080539249983003971 -0.0084587615446498916 -0.0041149255806801075 0.0029720854305334107 -0.0046645179655736176 0.0011940771338468342
leaf_weight=6737.0382807254791 105.31737124919891 2163.0256797075272 64.101592659950256 31.273443102836609 71.308390974998474 86.215973854064941 98.399860262870789 111.83732509613037 91.482349276542664
leaf_count=3565 36 857 45 12 61 59 35 76 34
internal_value=0 -0.000238287 -0.00165487 -0.00258666 -0.00612553 -0.00112708 0.000458138 3.50597e-05 -0.00202848
internal_weight=0 2822.96 456.617 351.299 102.582 248.717 162.501 2366.35 203.32
internal_count=4780 1215 248 212 73 139 80 967 110
is_linear=0
shrinkage=0.06


Tree=506
num_leaves=10
num_cat=0
split_feature=146 106 19 148 76 52 114 123 66
split_gain=0.0702302 0.272811 0.315436 0.376539 0.315286 0.36657 0.33425 0.547894 0.322573
threshold=0.0072436286136507997 0.0016331639490090313 0.00046126570669002836 0.0005893622583243997 0.00040826165059115743 0.0033348383149132137 0.00082683752407319855 0.00043393640953581786 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 8 -7 -8 -6
right_child=1 2 3 4 5 6 7 -9 -10
leaf_value=-0.00012206733234079273 -0.00052922713684536702 -0.0030364269267014674 0.0046903143893857503 0.0010289845222921203 -0.0044826817839209911 -0.0022091860498197322 0.0047588959292973647 -0.0010212868521638006 -5.0053809628164319e-05
leaf_weight=6114.810782790184 1167.2289071083069 82.805432915687561 83.395848274230957 1535.4116958379745 127.22705352306366 102.58183407783508 119.0559641122818 117.10370051860809 110.3790477514267
leaf_count=3195 551 61 32 625 99 73 33 51 60
internal_value=0 0.000216655 0.000598846 0.000735976 0.000579814 -0.000616793 0.000650514 0.0018927 -0.00242352
internal_weight=0 3445.19 2277.96 2195.16 2111.76 576.348 338.741 236.16 237.606
internal_count=4780 1585 1034 973 941 316 157 84 159
is_linear=0
shrinkage=0.06


Tree=507
num_leaves=10
num_cat=0
split_feature=31 31 45 79 59 92 108 96 83
split_gain=0.0728707 0.441574 0.223584 0.417551 0.353398 0.33895 0.374582 0.328103 0.320516
threshold=0.0032328735105693345 0.0026833302108570938 0.004017772153019906 0.00082683752407319855 0.023343417793512348 0.00099512818269431613 0.0019672545604407792 0.0013986918493174019 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 8 -7 -8 -2
right_child=2 -3 3 -5 -6 6 7 -9 -10
leaf_value=4.1557093410352787e-06 -0.00064088810895450161 0.0026105256782720412 -0.0030731384644477901 0.00071271471939944435 -0.0043869481733311184 0.0012596786622232471 0.0008614981207916249 -0.0028205183652130609 -0.0054385683262604297
leaf_weight=7167.1656996011734 113.59673047065735 241.90818560123444 117.68227517604828 963.92107343673706 96.447596669197083 402.75850296020508 142.43576443195343 224.3614946603775 89.722943902015686
leaf_count=3751 48 84 81 382 53 138 53 128 62
internal_value=0 8.92544e-05 -0.000307445 0.0003008 -0.000922676 -0.00057924 -3.58815e-06 -0.00139071 -0.00275806
internal_weight=0 7409.07 2150.93 1081.6 1069.32 972.875 769.556 366.797 203.32
internal_count=4780 3835 945 463 482 429 319 181 110
is_linear=0
shrinkage=0.06


Tree=508
num_leaves=10
num_cat=0
split_feature=75 148 58 71 84 86 133 100 141
split_gain=0.0732825 0.208032 0.510043 0.236952 0.182632 0.170828 0.372276 0.290186 0.17881
threshold=0.0015349716995842757 0.023343417793512348 0.0045489775948226461 0.0058306583669036635 0.00085274505545385193 0.0019071503775194289 0.0062037324532866487 0.0033348383149132137 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 -1 -7 8 -8
right_child=-2 2 4 -5 -6 6 7 -9 -10
leaf_value=0.00018435923983988861 -0.0001346819259615977 0.005772522264666808 -0.0043698007730601975 0.0012585965444286834 0.001879395895881856 -0.0068396499461999228 0.00011528213074948403 0.0027298348322342238 -0.0057249095136368356
leaf_weight=3369.1104074716568 5768.3667960166931 92.362051963806152 49.097580671310425 76.574766397476196 25.62135124206543 39.745660543441772 38.190954089164734 63.619447112083435 37.311251401901245
leaf_count=1992 2579 20 42 36 17 34 13 20 27
internal_value=0 0.000204897 0.00190082 0.00372647 -0.00222693 8.84307e-05 -0.00171846 -0.00025539 -0.00277079
internal_weight=0 3791.63 243.656 168.937 74.7189 3547.98 178.867 139.122 75.5022
internal_count=4780 2201 115 56 59 2086 94 60 40
is_linear=0
shrinkage=0.06


Tree=509
num_leaves=10
num_cat=0
split_feature=58 81 125 109 65 25 17 19 75
split_gain=0.0728439 0.11334 0.284932 0.309075 0.124253 0.117814 0.250159 0.414457 0.311637
threshold=0.029773407615721229 0.04273676127195359 0.0031340263085439806 0.029773407615721229 0.00017767510871635753 0.0010585968848317864 0.000490355829242617 0.0054799309000372895 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 -1 8 -8
right_child=-2 2 3 -5 -6 -7 7 -9 -10
leaf_value=0.00026935732157977124 0.00064986974104235982 -0.0013135092614353686 -0.0077724183689296096 2.0927219224808674e-05 0.0027395045486763841 0.00014566122534542361 -0.00066613960837211359 1.4289607828579562e-05 -0.0032253959853023777
leaf_weight=1387.2764767408371 583.06041204929352 63.908734440803528 42.083640575408936 32.44243311882019 47.446445107460022 5821.658191204071 342.62234449386597 896.9756737947464 342.5259153842926
leaf_count=813 366 35 36 13 16 2600 239 428 234
internal_value=0 -4.22096e-05 -0.00150837 -0.00437985 0.000413407 -1.12086e-05 -0.00031876 -0.000834447 -0.00194559
internal_weight=0 8976.94 185.881 74.5261 111.355 8791.06 2969.4 1582.12 685.148
internal_count=4780 4414 100 49 51 4314 1714 901 473
is_linear=0
shrinkage=0.06


Tree=510
num_leaves=10
num_cat=0
split_feature=122 126 98 104 5 143 78 33 50
split_gain=0.0703271 0.213755 0.245309 0.396437 0.135387 0.142049 0.139498 0.162675 0.112452
threshold=0.0048403022810816774 0.00017767510871635753 0.0011261500185355546 0.0010918468469753864 0.0016846025246195497 0.002945306478068233 0.0036604277556762104 0.0020932231564074759 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -4 6 -6 -3 -8 -1
right_child=1 4 3 -5 5 -7 7 -9 -10
leaf_value=-0.00038426660683836327 0.0011037511961788031 0.0041450539012013324 0.0011403679157727549 -0.0059565104238038062 0.0023063021260116929 -0.0026532169111240763 0.0034496676307847782 -0.00074213838651590288 9.0288335735123825e-05
leaf_weight=2482.2327017784119 129.57687425613403 98.20700204372406 52.218834280967712 61.956470847129822 38.287383198738098 45.494181513786316 61.281467080116272 73.067796349525452 6517.6775555610657
leaf_count=1253 42 25 25 53 18 34 18 33 3279
internal_value=0 0.00065234 -0.000682968 -0.00271071 0.00168125 -0.000386764 0.00242628 0.00116989 -4.05969e-05
internal_weight=0 560.09 243.752 114.175 316.338 83.7816 232.556 134.349 8999.91
internal_count=4780 248 120 78 128 52 76 51 4532
is_linear=0
shrinkage=0.06


Tree=511
num_leaves=10
num_cat=0
split_feature=117 140 65 135 96 46 66 120 135
split_gain=0.0675037 0.284941 0.24064 0.396618 0.259145 0.226595 0.210735 0.20016 0.197222
threshold=0.04673989117145539 0.02636832278221846 0.0016846025246195497 0.00039601318712811922 0.0037758676335215573 0.0070226341485977182 0.0005375427135732026 0.00046126570669002836 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3 -5 -4 -7
right_child=1 5 7 6 -6 8 -8 -9 -10
leaf_value=-4.4513462292369721e-05 0.003271349261438183 -0.004574680133301149 0.0009548730353764604 -0.0030317456516948302 -0.0017689584886083536 -0.0031884366784512876 0.0011789965416155537 0.0055759846115767189 0.0025994992135010089
leaf_weight=8868.6940882205963 173.70920753479004 60.78748083114624 63.812305331230164 121.47853255271912 46.566742420196533 36.238690495491028 66.053856253623962 71.609519004821777 51.049844264984131
leaf_count=4405 65 52 30 99 30 31 27 17 24
internal_value=0 0.000571059 0.00120704 0.000479328 0.00220582 -0.0017621 -0.00154861 0.00339846 0.000196581
internal_weight=0 691.306 543.23 407.808 220.276 148.076 187.532 135.422 87.2885
internal_count=4780 375 268 221 95 107 126 47 55
is_linear=0
shrinkage=0.06


Tree=512
num_leaves=10
num_cat=0
split_feature=53 97 30 74 29 24 50 29 146
split_gain=0.0667868 0.187755 0.197127 0.309534 0.281796 0.387797 0.324986 0.275054 0.273255
threshold=0.0033348383149132137 0.091400381177663817 0.0062037324532866487 0.0032328735105693345 0.0017376682371832433 0.00047558375808876013 0.00066645268816500913 0.0013986918493174019 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 -2 6 -6 -4 -9
right_child=1 -3 3 -5 5 -7 -8 8 -10
leaf_value=-0.00017971825959571143 -0.001865640869858426 0.0030287493362080994 0.0045554899182451937 -0.0015433891780907273 -0.0013696437926536465 -0.00010588522297272535 0.0025133266801565849 -0.0020954021888741773 0.0019879865577607119
leaf_weight=4185.1838456392288 282.90742456912994 79.792449116706848 106.29350304603577 119.73096787929535 97.809444904327393 3979.2250632047653 375.47417545318604 76.574766397476196 257.00862669944763
leaf_count=2100 183 24 27 68 64 2032 154 36 92
internal_value=0 0.00013994 9.6408e-05 0.00116135 -2.94419e-05 8.72281e-05 0.00171087 0.00189756 0.00105064
internal_weight=0 5374.82 5295.02 559.608 4735.42 4452.51 473.284 439.877 333.583
internal_count=4780 2680 2656 223 2433 2250 218 155 128
is_linear=0
shrinkage=0.06


Tree=513
num_leaves=10
num_cat=0
split_feature=24 117 11 81 117 91 51 82 93
split_gain=0.06854 0.203009 0.288261 0.398381 0.322582 0.399739 0.28465 0.307302 0.26302
threshold=0.0032328735105693345 0.016668972559273246 0.0035485138650983576 0.027182282879948619 0.0027679565828293566 0.0022272822679951791 0.00017767510871635753 0.011519505176693203 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -3 8 -8
right_child=-2 6 -4 -5 5 -7 7 -9 -10
leaf_value=0.00060633966979959915 0.00018774611028053349 -0.0028876978588015067 -0.00097237237824768154 -0.0057549044136769138 -0.0013012480668104275 0.0017442185956443796 0.0023399061139290724 0.004183413999330093 -3.6973052041149696e-05
leaf_weight=1810.811194062233 4041.096945643425 78.225901961326599 1565.1913394927979 42.083640575408936 825.83645963668823 191.05119955539703 221.0592235326767 91.578778386116028 693.06558406352997
leaf_count=836 2021 62 798 36 495 70 76 39 347
internal_value=0 -0.000137473 -0.000317376 3.98624e-05 0.000126104 -0.000729071 0.000598611 0.000869784 0.000537818
internal_weight=0 5518.9 4434.97 2869.78 2827.7 1016.89 1083.93 1005.7 914.125
internal_count=4780 2759 2235 1437 1401 565 524 462 423
is_linear=0
shrinkage=0.06


Tree=514
num_leaves=10
num_cat=0
split_feature=52 109 68 29 15 106 118 94 69
split_gain=0.0678421 0.272853 0.344527 0.339341 0.37206 0.34186 0.237314 0.235686 0.260925
threshold=0.00899649551138282 0.00747153488919139 0.0079489401541650313 0.0060143163427710542 0.007706565549597145 0.0022272822679951791 0.00075379351619631063 0.012252715881913902 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -6 8 -3
right_child=1 7 -4 4 6 -7 -8 -9 -10
leaf_value=-7.9632962856013235e-05 -1.4512930075917203e-05 -0.0013487126907393552 0.0033863964305715726 0.0025960816658382284 0.00073722124322835774 -0.0050516418387700551 -0.0059382955116046637 0.0013024156133737976 0.001527316092437427
leaf_weight=7658.8875542879105 240.05235111713409 648.63212275505066 186.56809771060944 308.15490007400513 46.470313310623169 60.78748083114624 32.635291337966919 240.14878022670746 137.66337525844574
leaf_count=3852 107 368 76 121 25 52 23 112 44
internal_value=0 0.000320812 0.00109949 0.00047943 0.00165381 -0.00103231 -0.00201679 -0.000342726 -0.000845182
internal_weight=0 1901.11 874.668 688.1 387.261 300.84 79.1056 1026.44 786.295
internal_count=4780 928 404 328 169 159 48 524 412
is_linear=0
shrinkage=0.06


Tree=515
num_leaves=10
num_cat=0
split_feature=45 10 19 27 140 5 71 141 77
split_gain=0.0667098 0.222795 0.164573 0.392383 0.299909 0.202895 0.389604 0.288291 0.228783
threshold=0.000490355829242617 0.0066005610860884198 0.00077738583786413084 0.0046923852059990176 0.002945306478068233 0.00017767510871635753 0.00062670491752214741 0.0011980500421486797 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 -1 -7
right_child=-2 -3 3 4 -6 8 -8 -9 -10
leaf_value=-0.00056451013034424045 -6.1915262714357666e-05 0.0031475120029345665 0.0017076886809531647 -0.00021235551977378294 -0.0056998105057018741 -0.00065765525551526535 0.0014502437540403 -0.0064958368965229198 -0.0062815582332436341
leaf_weight=83.588706493377686 8294.2750704288483 98.399860262870789 483.03309762477875 169.22610569000244 45.494181513786316 62.932602643966675 233.0384110212326 45.59061062335968 44.421620607376099
leaf_count=42 4189 35 187 71 34 44 101 39 38
internal_value=0 0.00040573 0.000174611 0.000759044 -0.00137502 -0.00069382 -1.48346e-05 -0.00265782 -0.00298474
internal_weight=0 1265.73 1167.33 697.753 214.72 469.572 362.218 129.179 107.354
internal_count=4780 591 556 292 105 264 182 81 82
is_linear=0
shrinkage=0.06


Tree=516
num_leaves=10
num_cat=0
split_feature=33 56 134 71 29 75 29 43 149
split_gain=0.0674677 0.223631 0.40604 0.266898 0.397771 0.343938 0.501284 0.327343 0.270824
threshold=0.00077738583786413084 0.0038949446752667431 0.0013560238294303419 0.0048403022810816774 0.0017376682371832433 0.0023699469165876512 0.015675474889576439 0.00085274505545385193 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 8 6 -2 -8 -5
right_child=1 2 -4 4 -6 -7 7 -9 -10
leaf_value=-0.00022724135818856197 0.0023977672884887831 -0.0053884402449189076 0.0018066344805595933 -0.0032704945340332929 9.4576501200323686e-05 0.00013384095272523774 -0.0041003576383556025 0.0015661683688689141 -0.00048192002374442417
leaf_weight=3152.4970601797104 651.87348687648773 69.946542739868164 47.350015997886658 222.4092310667038 3525.5131450891495 1455.426388502121 79.202033758163452 68.391836285591125 287.39052641391754
leaf_count=1610 238 50 11 146 1875 591 53 29 177
internal_value=0 0.000111803 -0.00248395 0.000160207 -0.000131949 0.000683045 0.00168287 -0.00147461 -0.00169849
internal_weight=0 6407.5 117.297 6290.21 4035.31 2254.89 799.467 147.594 509.8
internal_count=4780 3170 61 3109 2198 911 320 82 323
is_linear=0
shrinkage=0.06


Tree=517
num_leaves=10
num_cat=0
split_feature=82 78 118 17 37 1 31 18 93
split_gain=0.0625396 0.161275 0.180357 0.239925 0.278464 0.303678 0.211531 0.249124 0.252777
threshold=0.0070226341485977182 0.037906534969806678 0.0084566329605877417 0.00040826165059115743 0.00075379351619631063 0.00062670491752214741 0.010500331409275534 0.0054799309000372895 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -5
right_child=1 -3 -4 6 5 -7 -8 -9 -10
leaf_value=-5.473881857465625e-05 -7.2220645263290035e-05 0.002357801431846435 -0.0030456981176552227 -0.0034165127689354076 0.0047519775201389147 -0.00084033566905467071 0.0018284953826559077 0.0015036913474768057 7.988315793084434e-05
leaf_weight=8480.9632786512375 186.55625700950623 136.49438524246216 59.522061705589294 177.68648242950439 129.86616158485413 47.832161545753479 113.40387225151062 99.56885027885437 128.10675621032715
leaf_count=4152 135 43 46 152 57 36 38 36 85
internal_value=0 0.000430234 0.000151093 0.00036658 0.00154687 0.00324666 -0.000462165 -0.001103 -0.00195176
internal_weight=0 1079.04 942.543 883.021 364.255 177.698 518.766 405.362 305.793
internal_count=4780 628 585 539 228 93 311 273 237
is_linear=0
shrinkage=0.06


Tree=518
num_leaves=10
num_cat=0
split_feature=70 58 12 149 125 141 142 59 1
split_gain=0.0660172 0.23133 0.222001 0.192003 0.245739 0.240014 0.190533 0.211145 0.174792
threshold=0.017188700847327713 0.0013560238294303419 0.0010263677686452868 0.0026012937305495147 0.00042089859198313212 0.0030382014811038975 0.0028552538715302949 0.0016846025246195497 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5 7 -6 -7
right_child=1 3 -4 5 6 8 -8 -9 -10
leaf_value=-4.4284374637214133e-05 0.0039046363291739094 0.0019346127250893692 0.00011045995967564927 -0.00092420566393619605 -0.0044866426019432399 -7.1547189858183263e-05 -0.005943935445428216 0.0017679317066995729 0.0041656679567152683
leaf_weight=8860.9933036565781 120.32138323783875 47.542874217033386 103.07582032680511 152.559117436409 37.407680511474609 58.256642580032349 51.435560703277588 40.432505011558533 87.975379228591919
leaf_count=4423 39 21 39 101 32 40 44 10 31
internal_value=0 0.000561373 0.002154 -0.000186694 -0.00175381 0.000740692 -0.00311027 -0.00123783 0.00247763
internal_weight=0 699.007 223.397 475.61 176.819 298.791 129.276 77.8402 146.232
internal_count=4780 357 78 279 107 172 86 42 71
is_linear=0
shrinkage=0.06


Tree=519
num_leaves=10
num_cat=0
split_feature=10 68 145 47 12 81 117 96 113
split_gain=0.0656267 0.276819 0.391314 0.289606 0.235803 0.242172 0.30933 0.364357 0.355723
threshold=0.0013986918493174019 0.0012357163941487672 0.00017767510871635753 0.0027679565828293566 0.032603342086076743 0.0048403022810816774 0.0015833032084628942 0.0013986918493174019 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 -1 7 -7 -8
right_child=1 -3 3 -5 -6 6 8 -9 -10
leaf_value=-0.0011213900160078247 0.0037381631016954356 -5.9236640767663315e-05 0.0010464695264061255 -0.0017693900982299338 0.0015375838454309543 -0.00034721946525214525 0.0014496660611534775 -0.0055344945063824568 -0.0011476066044100244
leaf_weight=1048.9325351715088 159.87418556213379 6129.4409190416336 677.09728097915649 163.17645668983459 234.89424550533295 183.06112766265869 624.2998720407486 66.439572691917419 272.78407156467438
leaf_count=617 63 3119 294 115 78 73 239 47 135
internal_value=0 9.17847e-05 0.00101732 0.000499645 -0.00026925 -0.000462559 0.00014016 -0.00172854 0.000659891
internal_weight=0 7129.59 1000.15 840.274 2430.41 2195.52 1146.58 249.501 897.084
internal_count=4780 3591 472 409 1189 1111 494 120 374
is_linear=0
shrinkage=0.06


Tree=520
num_leaves=10
num_cat=0
split_feature=58 82 83 140 47 144 104 135 150
split_gain=0.065932 0.142953 0.133081 0.137889 0.144613 0.125569 0.123731 0.210883 0.0995492
threshold=0.029773407615721229 0.00055427959887310873 0.057509137317538268 0.011880517937242987 0.057509137317538268 0.0053125319536775359 0.002945306478068233 0.00050559637020342063 0.0013560238294303419
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 -3
right_child=1 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-4.0157155168181623e-05 -0.0024403925931930142 -0.0039382857469163132 0.0035635238572374012 -0.0016924229224012995 0.0037993943306144917 0.0040308684166939128 -0.0012797726688402269 0.0030054482875973027 0.00052746014832841638
leaf_weight=8976.9398548603058 50.266570687294006 29.224750399589539 60.208906173706055 80.563881993293762 57.967355251312256 33.611423134803772 124.8890734910965 99.665279388427734 46.663171529769897
leaf_count=4414 43 25 22 64 25 14 97 41 35
internal_value=0 0.000618269 0.00090684 0.000568369 0.00103298 0.000552935 0.000163848 0.00119084 -0.00119232
internal_weight=0 583.06 532.794 472.585 392.021 334.054 300.442 175.553 75.8879
internal_count=4780 366 323 301 237 212 198 101 60
is_linear=0
shrinkage=0.06


Tree=521
num_leaves=10
num_cat=0
split_feature=25 121 131 64 99 31 109 100 73
split_gain=0.0636057 0.27944 0.227294 0.276189 0.242627 0.216539 0.281585 0.190096 0.209758
threshold=0.030689206905663017 0.0011261500185355546 0.0053125319536775359 0.00040826165059115743 0.0026012937305495147 0.00039601318712811922 0.00747153488919139 0.00244467705488205 0.055838862434029586
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 7 8 -2
right_child=1 -3 4 -5 -6 -7 -8 -9 -10
leaf_value=-4.6115552061317763e-05 -0.0027648358519256995 0.00391122839831893 -0.0052659249417021988 0.0023707943883002945 0.00051969036472584876 0.001896017496065143 -0.0056924035183044917 0.0026070024125811838 0.0016468323005923858
leaf_weight=8780.4057402610779 123.33436703681946 78.623459100723267 53.484253406524658 205.66949510574341 50.953415155410767 111.06589221954346 43.156201481819153 56.70193612575531 56.605507016181946
leaf_count=4477 76 23 31 53 19 36 32 19 14
internal_value=0 0.00051939 0.000138949 0.00059102 -0.00244322 -0.000345484 -0.00123525 -0.0004224 -0.00137701
internal_weight=0 779.595 700.971 596.533 104.438 390.864 279.798 236.642 179.94
internal_count=4780 303 280 230 50 177 141 109 90
is_linear=0
shrinkage=0.06


Tree=522
num_leaves=10
num_cat=0
split_feature=122 89 28 65 121 107 51 24 131
split_gain=0.0635945 0.160744 0.303819 0.250656 0.225892 0.225215 0.181476 0.177605 0.105584
threshold=0.0048403022810816774 0.0030382014811038975 0.0045489775948226461 0.0019071503775194289 0.0025217677466571335 0.0019071503775194289 0.0030382014811038975 0.0015833032084628942 0.13848232477903369
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 6 -2 -6 -1
right_child=1 -3 -4 -5 7 -7 -8 -9 -10
leaf_value=-1.3167286043611599e-05 -0.002370591911579371 0.002872274141685218 -0.0042534588969251651 -0.0029166104387044942 -0.0039184285210331357 0.0040500748011112302 0.0025541974010861272 0.00091953219596823841 -0.0016989048288958877
leaf_weight=8864.1027165651321 48.808293342590332 94.79646110534668 50.073712468147278 59.329203486442566 43.156201481819153 129.3840160369873 60.11247706413269 74.429644584655762 135.8075407743454
leaf_count=4465 27 27 33 36 32 32 17 44 67
internal_value=0 0.000620329 0.00016153 0.000693958 0.00129586 0.00235769 0.000347359 -0.00085609 -3.86049e-05
internal_weight=0 560.09 465.294 415.22 355.891 238.305 108.921 117.586 8999.91
internal_count=4780 248 221 188 152 76 44 76 4532
is_linear=0
shrinkage=0.06


Tree=523
num_leaves=10
num_cat=0
split_feature=143 78 47 35 1 25 108 22 131
split_gain=0.0636229 0.165358 0.321692 0.464857 0.252076 0.35492 0.539776 0.257184 0.330221
threshold=0.0014881226234138014 0.0015833032084628942 0.00747153488919139 0.0033348383149132137 0.00017767510871635753 0.030689206905663017 0.0044099434744566688 0.00057154725072905432 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 8 -6
right_child=-2 2 3 -5 7 -7 -8 -9 -10
leaf_value=-0.00040088955241144664 -7.4718322884115249e-05 -0.0053430004045965044 0.0047155276242193738 -0.00011557580089386341 0.00070297123723461611 0.0032785528032618929 0.0017236512466348643 0.0029909334853467202 -0.0041770424530229418
leaf_weight=700.24870097637177 7753.3101396560669 109.69220328330994 156.27078640460968 132.49342894554138 402.26451671123505 42.770485043525696 60.305335283279419 145.65344715118408 56.991223454475403
leaf_count=481 3800 84 55 74 172 12 27 41 34
internal_value=0 0.00032065 0.0007773 0.00249888 0.000169322 -0.00160698 -0.00283616 0.000794112 9.73872e-05
internal_weight=0 1806.69 1106.44 288.764 817.677 212.768 169.998 604.909 459.256
internal_count=4780 980 499 129 370 123 111 247 206
is_linear=0
shrinkage=0.06


Tree=524
num_leaves=10
num_cat=0
split_feature=115 23 7 39 109 74 109 43 150
split_gain=0.0645783 0.325399 0.291848 0.344163 0.269764 0.320952 0.280228 0.411054 0.243477
threshold=0.0028552538715302949 0.036783467978239066 0.00073092587990686308 0.0027679565828293566 0.024810968898236755 0.00017767510871635753 0.01884530205279589 0.00099512818269431613 0.0013560238294303419
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 -2 8 -8
right_child=1 2 -4 -5 5 -7 7 -9 -10
leaf_value=0.00015613977535857421 -6.5398299094094475e-05 -0.0022883766622285267 -0.0047876357230887652 0.0047484540604531061 -0.0050987329429032857 -6.1654932686355691e-08 0.0020931428966179046 0.0046660904007776501 -0.0032714145089564771
leaf_weight=4773.9690972566605 4138.9537533521652 97.905874013900757 100.24385404586792 33.611423134803772 81.732872009277344 97.423728466033936 67.029988050460815 113.30744314193726 55.822233438491821
leaf_count=2584 1849 69 71 14 65 44 18 33 33
internal_value=0 -0.000155746 -0.00234886 -0.000489998 -4.41415e-05 -0.00232612 4.93034e-05 0.00205957 -0.000344433
internal_weight=0 4786.03 231.761 131.517 4554.27 179.157 4375.11 236.16 122.852
internal_count=4780 2196 154 83 2042 109 1933 84 51
is_linear=0
shrinkage=0.06


Tree=525
num_leaves=10
num_cat=0
split_feature=51 32 22 73 71 29 96 15 1
split_gain=0.06422 0.225457 0.295211 0.401972 0.434421 0.395832 0.361914 0.3467 0.404243
threshold=0.0026012937305495147 0.0017376682371832433 0.0036604277556762104 0.0012357163941487672 0.001792412775103003 0.021960759535431865 0.013860232196748258 0.028020657598972324 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 7 -6 -2 8 -5
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=0.000139621468795739 -0.0014878466108334421 -0.00070339682737022833 0.0028083352411357784 -0.0074637215304725552 0.0012051901633616002 -0.0039998435188498532 0.0020225907710354489 0.0028699943082972916 -0.00094765359367764699
leaf_weight=5293.1681376695633 754.80551528930664 1722.0525412559509 145.65344715118408 56.111520767211914 1282.9826000928879 54.846101641654968 122.948650598526 39.359944105148315 88.071808338165283
leaf_count=2679 508 824 41 48 532 42 56 14 36
internal_value=0 -0.000173206 0.000185575 2.6344e-05 0.000616261 0.000991803 -0.000996133 -0.00212102 -0.0034835
internal_weight=0 4266.83 2544.78 2399.13 1521.37 1337.83 877.754 183.543 144.183
internal_count=4780 2101 1277 1236 672 574 564 98 84
is_linear=0
shrinkage=0.06


Tree=526
num_leaves=10
num_cat=0
split_feature=75 7 141 98 71 65 34 120 61
split_gain=0.0639567 0.27463 0.249123 0.199326 0.219847 0.192663 0.370311 0.329204 0.399715
threshold=0.0015349716995842757 0.00047558375808876013 0.013439828064292671 0.012636432424187662 0.0058306583669036635 0.011169348377734424 0.0018488886416889729 0.00068727668258361529 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3 -7 8 -8
right_child=1 5 -4 -5 -6 6 7 -9 -10
leaf_value=0.00019141619528974927 -0.0053746519779541996 7.9287037292755447e-05 0.0010914904279505347 0.0012904841243731827 -0.0015719723217889954 0.0012468558368226286 -0.0020117995868933662 0.00070698571083056556 -0.0078855190364073135
leaf_weight=3791.6334708929062 105.20910143852234 5023.3835057020187 82.419716477394104 38.383812308311462 114.07887601852417 137.66337525844574 127.62461066246033 77.647327303886414 61.956470847129822
leaf_count=2201 90 2163 41 23 73 44 60 32 53
internal_value=0 -0.000125821 -0.00177981 -0.00269823 -0.00339641 -2.21954e-05 -0.00128126 -0.00258363 -0.00393137
internal_weight=0 5768.37 340.092 257.672 219.288 5428.28 404.892 267.228 189.581
internal_count=4780 2579 227 186 163 2352 189 145 113
is_linear=0
shrinkage=0.06


Tree=527
num_leaves=10
num_cat=0
split_feature=94 18 32 95 135 3 92 116 104
split_gain=0.062574 0.240689 0.233691 0.247564 0.278452 0.212 0.196645 0.250956 0.430944
threshold=0.0048403022810816774 0.0066005610860884198 0.0013986918493174019 0.011169348377734424 0.00050559637020342063 0.0013986918493174019 0.0072436286136507997 0.00087947337306104611 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 -6 7 8 -2
right_child=1 2 3 -5 5 -7 -8 -9 -10
leaf_value=-0.00010024427661498901 0.0015229389538324433 0.0011132302526656291 -0.0075562766294879147 0.00076009822693447649 -0.0044810982222177427 0.00052616941007478993 -0.00024909043589005467 0.0012741355254753789 -0.0025055702271283595
leaf_weight=6701.8958325386047 191.1476286649704 102.97939121723175 45.494181513786316 67.222846269607544 62.836173534393311 59.039916157722473 942.66271352767944 1195.4893664121628 191.23221707344055
leaf_count=3412 75 34 34 28 39 21 472 526 139
internal_value=0 0.00023506 -0.00126948 -0.00231542 -0.00355067 -0.00205545 0.000436562 0.000846189 -0.000491761
internal_weight=0 2858.1 337.573 234.593 167.37 121.876 2520.53 1577.87 382.38
internal_count=4780 1368 156 122 94 60 1212 740 214
is_linear=0
shrinkage=0.06


Tree=528
num_leaves=10
num_cat=0
split_feature=99 93 40 30 34 126 54 91 84
split_gain=0.0644992 0.286215 0.403409 0.562994 0.306497 0.319646 0.238032 0.235134 0.257996
threshold=0.00017767510871635753 0.00040826165059115743 0.0036604277556762104 0.0022975050378590827 0.0012745757703669371 0.00052132029668428015 0.0098710241727530974 0.0049928687512874612 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -3 -5 -6 -9
right_child=-2 4 3 6 7 -7 -8 8 -10
leaf_value=0.00019532128157713339 -8.0733521929821588e-05 0.0033130644228247003 -0.0068644058182870532 -0.0026526084725216489 -0.00025317743963114512 -0.0022478405580378135 0.0025291440146914396 -0.00029608241578321122 0.0042889892850224015
leaf_weight=731.05183923244476 7537.3244333267212 270.15680420398712 77.153341054916382 73.164225459098816 592.80988931655884 43.156201481819153 56.605507016181946 80.178165555000305 98.399860262870789
leaf_count=409 3689 118 66 38 335 32 14 44 35
internal_value=0 0.000300846 -0.00046668 -0.00280551 0.000964551 0.0025471 -0.00039233 0.000321771 0.00223038
internal_weight=0 2022.68 937.975 206.923 1084.7 313.313 129.77 771.388 178.578
internal_count=4780 1091 527 118 564 150 52 414 79
is_linear=0
shrinkage=0.06


Tree=529
num_leaves=10
num_cat=0
split_feature=52 118 74 102 84 145 63 139 85
split_gain=0.0658455 0.177842 0.355217 0.281675 0.251836 0.371512 0.312146 0.332291 0.271072
threshold=0.00899649551138282 0.0032328735105693345 0.00040826165059115743 0.00052132029668428015 0.0016846025246195497 0.00093549740267917525 0.00042089859198313212 0.00070876078098081063 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 -7 8 -8
right_child=1 2 -4 -5 -6 6 7 -9 -10
leaf_value=-7.8452444305752455e-05 0.001568855226872033 -0.00079043806941293121 -0.0016286498261593551 0.0032180735253225482 0.002007529633178465 0.0015362718789289401 -0.0013798498323240285 0.001077321497124057 -0.0045078331536898665
leaf_weight=7658.8875542879105 287.30593800544739 82.516145586967468 110.28261864185333 268.31281042098999 192.50947690010071 159.18734109401703 517.88625848293304 159.5848982334137 123.52722525596619
leaf_count=3852 113 46 55 82 86 87 325 48 86
internal_value=0 0.000316056 0.00134157 0.00227526 -1.23307e-05 -0.00032403 -0.000890417 -0.00137269 -0.00198226
internal_weight=0 1901.11 461.112 350.829 1440 1247.49 960.186 800.998 641.413
internal_count=4780 928 183 128 745 659 546 459 411
is_linear=0
shrinkage=0.06


Tree=530
num_leaves=10
num_cat=0
split_feature=10 68 45 45 86 45 67 135 102
split_gain=0.063401 0.250263 0.412672 0.353189 0.343151 0.342891 0.460305 0.451523 0.329684
threshold=0.0013986918493174019 0.0012357163941487672 0.004017772153019906 0.0022975050378590827 0.00060774214216507982 0.0012357163941487672 0.00087947337306104611 0.0027679565828293566 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -4 -3 8 -8 -7
right_child=1 3 4 -5 -6 6 7 -9 -10
leaf_value=-0.00026464447552361779 0.0015397639352078554 1.0794808791572824e-05 -0.0029505569868763354 0.00017837495128845458 0.0036122565668105407 -0.001623839939128858 -0.0064509245051211327 0.0005323752251104964 0.0030117123844977849
leaf_weight=2430.4114246368408 820.89489364624023 649.90938258171082 143.40005552768707 4868.8010804653168 35.852974057197571 374.48620295524597 126.15449261665344 45.301323294639587 64.788437128067017
leaf_count=1189 358 315 103 2434 11 222 103 24 21
internal_value=0 9.02149e-05 0.000970241 -5.338e-05 -0.00163791 -0.000948456 -0.00196924 -0.00460583 -0.000940144
internal_weight=0 7129.59 1000.15 6129.44 179.253 1260.64 610.73 171.456 439.275
internal_count=4780 3591 472 3119 114 685 370 127 243
is_linear=0
shrinkage=0.06


Tree=531
num_leaves=10
num_cat=0
split_feature=14 132 126 86 49 12 27 25 80
split_gain=0.0654312 0.205219 0.323949 0.349441 0.208229 0.1839 0.263725 0.225965 0.415885
threshold=0.0013560238294303419 0.0051502294372767219 0.00043393640953581786 0.00060774214216507982 0.00064626874518580746 0.024810968898236755 0.015675474889576439 0.0038949446752667431 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 7 -1 -9
right_child=-2 2 4 -5 -6 -7 -8 8 -10
leaf_value=8.2158957130108889e-05 0.00016485567743795563 -0.0017975794229695115 0.001070407485300592 -0.009008476911916254 -0.0037451682478517969 0.002739558899471192 0.0034482040289318346 -0.0030724658745761571 -0.00029723062673037333
leaf_weight=3415.7008312940598 4545.8705487251282 68.48826539516449 129.6733033657074 37.407680511474609 43.059772372245789 83.202990055084229 73.94749903678894 246.76516318321228 915.88421297073364
leaf_count=1904 2143 34 47 32 27 22 19 157 395
internal_value=0 -0.00014946 -0.00173192 -0.00434482 -0.000130044 -5.6351e-05 -0.000106354 -0.000163766 -0.000886257
internal_weight=0 5014.13 278.629 105.896 172.733 4735.5 4652.3 4578.35 1162.65
internal_count=4780 2637 140 66 74 2497 2475 2456 552
is_linear=0
shrinkage=0.06


Tree=532
num_leaves=10
num_cat=0
split_feature=25 24 98 114 96 99 124 13 144
split_gain=0.0623169 0.257329 0.328514 0.239654 0.195008 0.246701 0.201302 0.382336 0.181496
threshold=0.030689206905663017 0.001792412775103003 0.0011261500185355546 0.0054799309000372895 0.0020932231564074759 0.0068083447404205808 0.02129978779703379 0.00087947337306104611 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 7 -2 -6
right_child=1 2 -4 -5 8 -7 -8 -9 -10
leaf_value=-4.5645939164197509e-05 0.00046552583063504057 -0.0029976081568914171 -0.0051332607819324716 0.0013914184624675692 0.0053862108347716344 0.0024999369659385565 0.0018125414762035781 -0.0058220831037231599 0.0011295235670854807
leaf_weight=8780.4057402610779 89.240798354148865 64.005163550376892 54.846101641654968 149.16041719913483 69.271538972854614 144.38802802562714 76.381908178329468 57.087652564048767 75.212918162345886
leaf_count=4477 37 40 42 44 15 35 26 39 25
internal_value=0 0.0005141 -0.000991961 7.3568e-05 0.00130311 0.000568189 -0.000684206 -0.00198748 0.00317035
internal_weight=0 779.595 268.012 213.166 511.583 367.098 222.71 146.328 144.484
internal_count=4780 303 126 84 177 137 102 76 40
is_linear=0
shrinkage=0.06


Tree=533
num_leaves=10
num_cat=0
split_feature=21 59 143 89 142 107 44 105 63
split_gain=0.0596539 0.237802 0.221159 0.346406 0.263487 0.356675 0.239099 0.319736 0.300521
threshold=0.0056525857653468856 0.01884530205279589 0.0070226341485977182 0.0023699469165876512 0.018276390619575981 0.0016331639490090313 0.001792412775103003 0.0011261500185355546 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 7 -2 -8
right_child=1 -3 3 -5 -6 -7 8 -9 -10
leaf_value=-6.1600980247478139e-05 0.00053860849179126168 0.002482012153660387 0.0030776625649282068 0.0026013682889858246 0.0011453673256296413 -0.0037946430022216884 -0.0014446335530631021 0.0049151801306479186 0.0013305021718662319
leaf_weight=8178.4604704380035 164.15258848667145 167.76782834529877 31.177013993263245 73.94749903678894 75.30934727191925 212.46689558029175 282.12415099143982 94.79646110534668 279.79801166057587
leaf_count=4026 106 55 7 19 30 167 202 27 141
internal_value=0 0.000364666 7.20064e-05 -0.00109865 -0.00195648 -0.00291525 0.00063233 0.00214079 -6.28097e-05
internal_weight=0 1381.54 1213.77 392.901 318.953 243.644 820.871 258.949 561.922
internal_count=4780 754 699 223 204 174 476 133 343
is_linear=0
shrinkage=0.06


Tree=534
num_leaves=10
num_cat=0
split_feature=31 31 135 144 77 109 54 94 17
split_gain=0.0650008 0.358939 0.280111 0.24233 0.288551 0.318987 0.293176 0.257512 0.255482
threshold=0.0032328735105693345 0.0026833302108570938 0.015200819820165636 0.00052132029668428015 0.0054799309000372895 0.0066005610860884198 0.014293605927377941 0.0084566329605877417 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 6 -6 -5 -7 -2
right_child=2 -3 -4 4 5 7 -8 -9 -10
leaf_value=7.5730924975164078e-06 -0.00065551997905940031 0.0023574459783189286 -0.0039020921208338276 0.00098081929402456594 -0.00025446236725372093 -0.0061187229836583267 -0.0020719205171553954 0.00043083182722860854 -0.0041783217205242648
leaf_weight=7167.1656996011734 346.14115524291992 241.90818560123444 74.62250280380249 1070.8049918413162 337.18679225444794 69.946542739868164 126.64847886562347 31.273443102836609 94.302474856376648
leaf_count=3751 183 84 54 380 136 50 69 12 61
internal_value=0 8.42971e-05 -0.000290369 -0.000160564 0.000175779 -0.0011412 0.000657947 -0.00409514 -0.00140978
internal_weight=0 7409.07 2150.93 2076.3 1635.86 438.407 1197.45 101.22 440.444
internal_count=4780 3835 945 891 647 198 449 62 244
is_linear=0
shrinkage=0.06


Tree=535
num_leaves=10
num_cat=0
split_feature=51 73 30 147 128 42 125 148 117
split_gain=0.058155 0.227628 0.296487 0.205585 0.210254 0.274118 0.262189 0.234315 0.228048
threshold=0.00043393640953581786 0.0027679565828293566 0.0026833302108570938 0.013032016810029747 0.00046126570669002836 0.0079489401541650313 0.0011980500421486797 0.027182282879948619 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 6 -6 -1 -8
right_child=-2 2 -4 -5 5 -7 8 -9 -10
leaf_value=-0.00061545567890632091 6.7552437905320329e-05 -0.0035061144157811247 -0.00046337275444323985 -0.003738959161895579 0.002867688330797515 0.0051346144683710468 0.00050254507792228079 0.0032128166959380653 -0.0046863952052527474
leaf_weight=595.42531597614288 7911.4367605447769 156.25894570350647 439.67219722270966 45.494181513786316 122.948650598526 63.715876221656799 120.51424145698547 63.715876221656799 40.81822144985199
leaf_count=411 3832 114 204 34 56 25 49 25 30
internal_value=0 -0.000324183 -0.00126121 0.000206299 0.000384513 0.00157762 0.000780396 -0.000245396 -0.000810292
internal_weight=0 1648.56 595.931 1052.63 1007.14 347.997 284.281 659.141 161.332
internal_count=4780 948 318 630 596 160 135 436 79
is_linear=0
shrinkage=0.06


Tree=536
num_leaves=10
num_cat=0
split_feature=70 72 54 94 51 46 138 41 88
split_gain=0.0579898 0.165233 0.213102 0.295082 0.151398 0.19833 0.235641 0.151113 0.146486
threshold=0.017188700847327713 0.001792412775103003 0.0005893622583243997 0.00080172589514404546 0.0068083447404205808 0.010829726699739696 0.0012745757703669371 0.00052132029668428015 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 -3 -6
right_child=1 4 3 -5 8 6 -8 -9 -10
leaf_value=-4.1504742306622224e-05 0.0051609743010247715 -0.002832422932200802 0.0033222732217174549 -0.0018838366943132881 0.0036853459134689628 -0.0020317214099548585 0.0033926073278219928 0.00074954321516865056 -9.1388643665078295e-05
leaf_weight=8860.9933036565781 54.460385203361511 158.59692573547363 81.057868242263794 75.887921929359436 63.619447112083435 48.808293342590332 70.440528988838196 57.870926141738892 88.264666557312012
leaf_count=4423 22 116 30 60 20 27 16 20 46
internal_value=0 0.000526137 0.00192712 0.000804965 -8.12782e-05 -0.000792408 0.00117244 -0.00187481 0.00149057
internal_weight=0 699.007 211.406 156.946 487.601 335.717 119.249 216.468 151.884
internal_count=4780 357 112 90 245 179 43 136 66
is_linear=0
shrinkage=0.06


Tree=537
num_leaves=10
num_cat=0
split_feature=69 0 146 133 52 78 3 51 89
split_gain=0.06286 0.248689 0.228786 0.339045 0.290941 0.332255 0.501158 0.319427 0.302069
threshold=0.0017376682371832433 0.001792412775103003 0.0072436286136507997 0.013860232196748258 0.0022975050378590827 0.019431582652032379 0.0013986918493174019 0.0026012937305495147 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 8 -6 -7 -8 -4
right_child=1 2 4 -5 5 6 7 -9 -10
leaf_value=0.00011219355026585137 0.00060100203088005947 -0.00086801690616464364 -0.0027416169606213716 -0.004960849954431701 0.001173305494703772 -0.0057486685720952013 0.0036453972723767196 -0.0022168723400101406 0.0018378267899342006
leaf_weight=6241.1818150281906 963.61994540691376 1081.0975216627121 215.39529097080231 78.129472851753235 709.34685587882996 68.681123614311218 63.426588892936707 70.826245427131653 68.295407176017761
leaf_count=3190 426 556 140 57 297 44 10 36 24
internal_value=0 -0.000210985 -0.000543206 -0.00114387 3.8999e-05 0.000560856 -0.00157994 0.000552706 -0.00163917
internal_weight=0 3318.82 2355.2 1159.23 1195.97 912.281 202.934 134.253 283.691
internal_count=4780 1590 1164 613 551 387 90 46 164
is_linear=0
shrinkage=0.06


Tree=538
num_leaves=10
num_cat=0
split_feature=24 138 4 140 3 112 108 5 131
split_gain=0.058221 0.189807 0.257873 0.299774 0.276346 0.245921 0.234073 0.230659 0.511148
threshold=0.0032328735105693345 0.0045489775948226461 0.0013986918493174019 0.00244467705488205 0.0011980500421486797 0.0014881226234138014 0.00093549740267917525 0.00075379351619631063 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 7 -6 8 -2
right_child=1 2 -4 -5 6 -7 -8 -9 -10
leaf_value=-0.00012670250319865938 -6.6798412745291023e-05 0.0022272145384687352 0.00036381759270603486 -0.0048278175650362824 0.00033626175307519142 -0.00075032904787979322 -0.0061448532156187447 -0.00011005795223477619 0.0019714596732150059
leaf_weight=5518.9033212661743 853.9040607213974 68.198978066444397 279.21943700313568 100.24385404586792 39.359944105148315 621.54065346717834 40.914650559425354 1117.4326412677765 920.28272640705109
leaf_count=2759 460 19 111 71 14 394 35 592 325
internal_value=0 0.000173037 -0.000887719 -0.00229274 -0.000581151 0.000332441 -0.00296706 0.000565178 0.00099046
internal_weight=0 4041.1 527.937 248.717 148.474 3513.16 80.2746 2891.62 1774.19
internal_count=4780 2021 250 139 68 1771 49 1377 785
is_linear=0
shrinkage=0.06


Tree=539
num_leaves=10
num_cat=0
split_feature=69 52 121 126 1 60 109 11 70
split_gain=0.0601193 0.219771 0.349302 0.347764 0.394171 0.31897 0.277373 0.226366 0.232194
threshold=0.0017376682371832433 0.0020292587578296666 0.04273676127195359 0.00017767510871635753 0.0027679565828293566 0.010829726699739696 0.00747153488919139 0.004017772153019906 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 -2 -6 -5 -9
right_child=1 -3 -4 4 6 -7 -8 8 -10
leaf_value=0.0001097204165721347 -0.0021684708352890996 6.8460849277767298e-05 0.0032307508223420418 -0.00035402706646497808 0.0034490470560004337 -0.0077573826217817244 -0.0016179619405864661 -0.0068292938561957924 -0.00069190169454718721
leaf_weight=6241.1818150281906 290.70463824272156 2520.447337269783 62.546886205673218 132.58985805511475 122.46650505065918 42.083640575408936 56.991223454475403 52.604550719261169 38.383812308311462
leaf_count=3190 170 1148 24 79 31 36 34 45 23
internal_value=0 -0.000206334 -0.00107386 -0.00143976 -0.000254486 -0.00287523 0.00183989 -0.00193556 -0.00424021
internal_weight=0 3318.82 798.371 735.824 403.036 332.788 179.458 223.578 90.9884
internal_count=4780 1590 442 418 212 206 65 147 68
is_linear=0
shrinkage=0.06


Tree=540
num_leaves=10
num_cat=0
split_feature=86 53 92 93 60 54 73 5 94
split_gain=0.0602705 0.261934 0.239163 0.234467 0.298143 0.339404 0.332661 0.290764 0.379749
threshold=0.00096484774257987748 0.023343417793512348 0.0060143163427710542 0.00096484774257987748 0.013860232196748258 0.0014881226234138014 0.00017767510871635753 0.00017767510871635753 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 -7
right_child=1 -3 -4 4 -6 7 -8 -9 -10
leaf_value=9.7519778447390505e-05 0.0010312456733034988 -0.0030528142504160976 -0.00087992240750968311 0.0011093085035610143 0.0017480202919382467 -0.00030261910231985534 -0.0050975894641194586 -0.0017278833808046031 0.0043373925727070023
leaf_weight=6737.0382807254791 832.40377628803253 113.78958868980408 952.41219079494476 42.86691415309906 191.93090224266052 229.53144097328186 113.10274422168732 259.14190781116486 87.78252100944519
leaf_count=3565 299 58 441 17 56 98 82 143 21
internal_value=0 -0.000232732 -0.000114284 0.0003008 -0.000356983 -0.000908596 -0.00339168 -0.000236758 0.000981005
internal_weight=0 2822.96 2709.17 1756.76 924.356 732.426 155.97 576.456 317.314
internal_count=4780 1215 1157 716 417 361 99 262 119
is_linear=0
shrinkage=0.06


Tree=541
num_leaves=10
num_cat=0
split_feature=58 1 71 149 60 142 23 37 93
split_gain=0.0569809 0.11647 0.171628 0.140827 0.178227 0.15728 0.121558 0.102961 0.280275
threshold=0.029773407615721229 0.00017767510871635753 0.037906534969806678 0.070576477795839324 0.00046126570669002836 0.00244467705488205 0.0037758676335215573 0.11766931414604188 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 3 -3 4 5 6 -2 -1 -9
right_child=1 2 -4 -5 -6 -7 -8 8 -10
leaf_value=-1.3464263096925084e-05 0.0039820613736767209 -0.0020816082105212588 0.00084796700352957304 -0.00091561719169375774 -0.0010056461107105844 0.0051509760351315954 -0.0006861216189174475 -0.0039698634563028745 0.0019825235540359941
leaf_weight=8854.7744778394699 35.949403166770935 113.19917333126068 197.76401162147522 66.632430911064148 46.566742420196533 77.454469084739685 45.494181513786316 76.960482835769653 45.204894185066223
leaf_count=4339 16 87 120 57 30 22 34 56 19
internal_value=0 0.00057477 -0.000218479 0.00148133 0.00225866 0.0032153 0.00137443 -3.73319e-05 -0.0017673
internal_weight=0 583.06 310.963 272.097 205.465 158.898 81.4436 8976.94 122.165
internal_count=4780 366 207 159 102 72 50 4414 75
is_linear=0
shrinkage=0.06


Tree=542
num_leaves=10
num_cat=0
split_feature=93 1 109 3 75 75 20 74 144
split_gain=0.0602148 0.274989 0.214022 0.342621 0.300802 0.181602 0.189151 0.167224 0.117531
threshold=0.016668972559273246 0.0027679565828293566 0.00747153488919139 0.00082683752407319855 0.00017767510871635753 0.0084566329605877417 0.0058306583669036635 0.0005375427135732026 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 7 -2 -4
right_child=1 2 8 -5 -6 -7 -8 -9 -10
leaf_value=-5.2032563902858455e-05 -0.00068927483590721815 0.0039514915665810665 0.001297928588678988 0.0055805815053764415 -0.0040621696219331057 -0.0040645343348760087 0.0027340244726795837 0.0022920203627514344 -0.0028805746799162269
leaf_weight=8540.2924821376801 534.92712247371674 34.780413150787354 78.912746429443359 101.61754298210144 32.731720447540283 40.81822144985199 83.395848274230957 77.550898194313049 34.973271369934082
leaf_count=4188 374 15 38 23 28 30 32 27 25
internal_value=0 0.000435785 0.00202546 0.00337941 6.62504e-05 -0.000174923 5.3232e-05 -0.000311788 1.47515e-05
internal_weight=0 1019.71 283.016 169.13 67.5121 736.692 695.874 612.478 113.886
internal_count=4780 592 129 66 43 463 433 401 63
is_linear=0
shrinkage=0.06


Tree=543
num_leaves=10
num_cat=0
split_feature=83 145 146 15 17 15 110 145 19
split_gain=0.0570225 0.296659 0.23849 0.177137 0.17231 0.104944 0.294412 0.090946 0.340986
threshold=0.076978169381618514 0.0023699469165876512 0.0041444667149335155 0.007706565549597145 0.0013986918493174019 0.099488973617553725 0.0019071503775194289 0.0016331639490090313 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 3 4 -2 -3 7 -7 8 -1
right_child=1 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.0010878920590172679 0.0011544160445577413 -0.0020438653548422022 0.003389458813691609 -0.0040343689687650456 0.0020986994329724286 -0.0012634895964973609 0.0051774122769364713 -0.00017459838433173821 0.00042278172413257243
leaf_weight=628.26530623435974 30.200882196426392 111.93375420570374 74.140357255935669 109.7886323928833 53.387824296951294 51.339131593704224 50.856986045837402 4710.5661897659302 3739.5212029218674
leaf_count=385 16 81 29 89 26 39 14 2456 1645
internal_value=0 -0.000720778 0.00056194 -0.00291496 -0.000706094 2.97913e-05 0.00194177 8.26792e-06 0.000205485
internal_weight=0 379.451 239.462 139.99 165.322 9180.55 102.196 9078.35 4367.79
internal_count=4780 241 136 105 107 4539 53 4486 2030
is_linear=0
shrinkage=0.06


Tree=544
num_leaves=10
num_cat=0
split_feature=31 135 144 36 9 81 87 27 142
split_gain=0.0560343 0.245965 0.219424 0.41209 0.292766 0.233617 0.22583 0.224146 0.303259
threshold=0.0032328735105693345 0.015200819820165636 0.00052132029668428015 0.00047558375808876013 0.0016846025246195497 0.0025217677466571335 0.0030382014811038975 0.0032328735105693345 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -7 8 -5
right_child=1 -3 3 7 -6 6 -8 -9 -10
leaf_value=7.8267244005993255e-05 -0.0034742837050233577 -0.0036540277284209731 0.0012714515246768305 -0.00037747315319386425 -0.0060301771194175907 0.00071612308389786114 -0.0036115264774774511 7.8754077958630801e-05 -0.0039302528952262234
leaf_weight=7409.0738852024078 92.157353043556213 74.62250280380249 701.27219557762146 211.11688804626465 43.156201481819153 252.71838307380676 52.411692500114441 576.94985604286194 146.52130913734436
leaf_count=3835 69 54 236 97 32 108 35 228 86
internal_value=0 -0.000269599 -0.000147962 0.000172089 -0.00133667 -0.000826831 -2.72302e-05 -0.000652822 -0.00183302
internal_weight=0 2150.93 2076.3 1635.86 440.444 397.287 305.13 934.588 357.638
internal_count=4780 945 891 647 244 212 143 411 183
is_linear=0
shrinkage=0.06


Tree=545
num_leaves=10
num_cat=0
split_feature=14 145 65 94 72 116 36 139 12
split_gain=0.0589734 0.327623 0.326276 0.403484 0.683717 0.361818 0.375918 0.327812 0.266088
threshold=0.0013560238294303419 0.0016331639490090313 0.00068727668258361529 0.0033348383149132137 0.00064626874518580746 0.0044099434744566688 0.0005375427135732026 0.0005375427135732026 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 8 -7 -2 -6
right_child=1 -3 -4 4 5 6 -8 -9 -10
leaf_value=-0.0001418930260220825 0.00091749974992696927 -0.00026523813665821816 2.6395224628124478e-05 0.0092893077737563751 -0.0023955126235804865 0.008198913317340864 0.0019320472097431359 -0.0042956430980673806 0.001948333673434914
leaf_weight=5014.1297181844711 381.51198375225067 2696.9529889822006 986.4211710691452 53.194966077804565 74.429644584655762 56.605507016181946 88.071808338165283 49.001151561737061 159.68132734298706
leaf_count=2637 169 1358 416 16 44 14 36 37 53
internal_value=0 0.000156509 0.000771697 0.00162409 0.00291961 0.00202508 0.00438398 0.000324138 0.000567318
internal_weight=0 4545.87 1848.92 862.496 431.983 378.788 144.677 430.513 234.111
internal_count=4780 2143 785 369 163 147 50 206 97
is_linear=0
shrinkage=0.06


Tree=546
num_leaves=10
num_cat=0
split_feature=61 39 77 97 102 7 83 73 89
split_gain=0.0548526 0.222662 0.269104 0.21385 0.210404 0.283106 0.321837 0.310391 0.314475
threshold=0.0037758676335215573 0.00747153488919139 0.00096484774257987748 0.00017767510871635753 0.00073092587990686308 0.0020292587578296666 0.0063990866765379914 0.013032016810029747 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 -6 8 -8
right_child=1 2 -4 -5 5 -7 7 -9 -10
leaf_value=-9.2661287527286728e-05 -0.0012450829384501813 -0.001567558527320012 -0.00031658346698204402 -0.0078668052110683461 -0.002070773190426283 0.0015358060336773383 0.00068067536924638905 0.0034191353452192957 -0.0020715777190528856
leaf_weight=6752.9575175046921 234.09913122653961 47.63930332660675 385.80222737789154 32.731720447540283 206.13979995250702 804.63730323314667 793.79158365726471 118.07983231544495 184.1218478679657
leaf_count=3377 156 26 153 28 137 290 443 42 128
internal_value=0 0.000222917 -0.000974552 -0.00413298 0.000461387 0.000651006 0.000104255 0.000513345 0.00016248
internal_weight=0 2807.04 466.173 80.371 2340.87 2106.77 1302.13 1095.99 977.913
internal_count=4780 1403 207 54 1196 1040 750 613 571
is_linear=0
shrinkage=0.06


Tree=547
num_leaves=10
num_cat=0
split_feature=90 110 134 60 20 41 131 84 143
split_gain=0.0591897 0.221349 0.200047 0.17983 0.184506 0.209481 0.17255 0.19192 0.278899
threshold=0.00068727668258361529 0.0019071503775194289 0.00244467705488205 0.0022272822679951791 0.00080172589514404546 0.00055427959887310873 0.00017767510871635753 0.0013986918493174019 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 6 -1 4 5 -3 -2 -8 -9
right_child=1 3 -4 -5 -6 -7 7 8 -10
leaf_value=-2.8808337769433214e-05 -0.0026092875477390334 -0.0012906193578202552 -0.0039238067459632974 -0.00056859340083690809 0.0032910961593066489 0.0043922532691248366 -0.0019944363683390394 -0.0013473174880529837 0.0022247050118498752
leaf_weight=8531.410866856575 100.34028315544128 83.974422931671143 47.735732436180115 115.93471050262451 201.37925148010254 32.346004009246826 112.90988600254059 126.93776619434357 207.03134334087372
leaf_count=4264 76 62 31 50 69 8 72 84 64
internal_value=0 0.000441535 -5.04807e-05 0.00145406 0.00219217 0.000289655 -0.000360824 0.000144036 0.000867021
internal_weight=0 980.854 8579.15 433.634 317.7 116.32 547.219 446.879 333.969
internal_count=4780 485 4295 189 139 70 296 220 148
is_linear=0
shrinkage=0.06


Tree=548
num_leaves=10
num_cat=0
split_feature=52 19 142 106 141 81 144 100 44
split_gain=0.0579846 0.386404 0.322972 0.476209 0.463337 0.327052 0.251066 0.358687 0.246248
threshold=0.00047558375808876013 0.011880517937242987 0.0014427106943912806 0.00099512818269431613 0.0056525857653468856 0.00080172589514404546 0.00070876078098081063 0.0018488886416889729 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 -7 -3
right_child=-2 8 3 -5 -6 6 -8 -9 -10
leaf_value=-7.5396775975132614e-05 -5.5592600156904898e-05 -0.0043359799573245263 0.0017429094935720658 -0.0045716893321390579 -0.0042411258545102023 0.0063462121120006756 0.0016036006219709632 0.00078960965013748175 8.6973996373637685e-05
leaf_weight=252.41725504398346 8374.6579349040985 91.964494824409485 83.395848274230957 88.746812105178833 50.266570687294006 116.71798408031464 347.32198596000671 65.174153566360474 89.337227463722229
leaf_count=152 4184 59 32 71 43 31 125 41 42
internal_value=0 0.000392772 0.000853108 -0.00151253 0.00134262 0.00170171 0.00254934 0.00435521 -0.00215655
internal_weight=0 1185.34 1004.04 172.143 831.898 781.631 529.214 181.892 181.302
internal_count=4780 596 495 103 392 349 197 72 101
is_linear=0
shrinkage=0.06


Tree=549
num_leaves=10
num_cat=0
split_feature=5 45 121 140 33 80 120 37 57
split_gain=0.0600489 0.157151 0.120711 0.136868 0.0702469 0.258373 0.387395 0.39466 0.269867
threshold=0.064669914543628707 0.0012357163941487672 0.00017767510871635753 0.0038949446752667431 0.0098710241727530974 0.00090704852482303988 0.000490355829242617 0.00038414125447161501 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 -6 7 -7 -9
right_child=1 2 3 -5 5 6 -8 8 -10
leaf_value=-9.7241902908382663e-05 0.0031547847186363339 0.0023229782833629128 0.00094624821997565175 -0.0032725041954036432 0.0017908467619411526 -0.0024794482303172561 0.0014700579898629263 -0.00053244292670644102 0.0028269891025749544
leaf_weight=7784.3788838386536 77.743756413459778 49.784425139427185 53.580682516098022 57.280510783195496 345.6590096950531 316.02486145496368 392.91259658336639 370.49708735942841 112.13845312595367
leaf_count=3861 37 18 36 49 158 231 164 194 32
internal_value=0 0.000940322 -0.000131357 -0.00123353 -2.40477e-05 0.0003466 -7.23559e-05 -0.000831169 0.000248108
internal_weight=0 238.389 160.646 110.861 9321.61 1537.23 1191.57 798.66 482.636
internal_count=4780 140 103 85 4640 779 621 457 226
is_linear=0
shrinkage=0.06


Tree=550
num_leaves=10
num_cat=0
split_feature=25 24 98 18 138 131 79 131 1
split_gain=0.0585903 0.212549 0.278264 0.276114 0.206975 0.157869 0.188563 0.301579 0.229162
threshold=0.030689206905663017 0.001792412775103003 0.0011261500185355546 0.015675474889576439 0.0045489775948226461 0.0053125319536775359 0.0013146653072908523 0.00017767510871635753 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 4 5 -3 6 7 -2 -8
right_child=1 2 -4 -5 -6 -7 8 -9 -10
leaf_value=-4.4260093732435069e-05 -0.0044909106918538848 -0.0014896515083420434 -0.0046817022623094114 0.004808296619296379 0.0022949880949015115 -0.0016565213490522172 0.0040168679167331637 0.0025316030862651607 0.00049566749961303539
leaf_weight=8780.4057402610779 46.759600639343262 123.04507970809937 54.846101641654968 66.933558940887451 90.120501041412354 84.661267399787903 116.52512586116791 41.601495027542114 155.1017963886261
leaf_count=4477 40 61 42 13 23 38 21 11 54
internal_value=0 0.000498492 -0.000870268 0.00121557 0.000110389 0.00067475 0.00122301 -0.00118462 0.00200623
internal_weight=0 779.595 268.012 511.583 213.166 444.649 359.988 88.3611 271.627
internal_count=4780 303 126 177 84 164 126 51 75
is_linear=0
shrinkage=0.06


Tree=551
num_leaves=10
num_cat=0
split_feature=117 110 42 75 104 18 131 47 102
split_gain=0.0559294 0.247474 0.450913 0.338499 0.268288 0.220093 0.209421 0.206497 0.199733
threshold=0.04673989117145539 0.004017772153019906 0.0079489401541650313 0.0072436286136507997 0.0070226341485977182 0.0015833032084628942 0.00017767510871635753 0.0014427106943912806 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -3 7 -2 -4
right_child=1 4 8 -5 -6 -7 -8 -9 -10
leaf_value=-4.0517976106582544e-05 0.0013189457167170904 0.0016875571797366714 -0.00062563286981579956 0.0033550797918274881 -0.0016936181478815037 0.0060708625816066784 -0.0040488511569914277 -0.0035308213354753298 0.0040482023386005416
leaf_weight=8868.6940882205963 76.671195507049561 121.77966058254242 50.073712468147278 42.770485043525696 52.411692500114441 62.354027986526489 135.40998363494873 53.773540735244751 96.061880230903625
leaf_count=4405 41 55 33 12 35 14 106 46 33
internal_value=0 0.000519801 -0.000298939 -0.00159901 0.00209384 0.0031719 -0.00239602 -0.000680285 0.0024467
internal_weight=0 691.306 454.761 308.625 236.545 184.134 265.855 130.445 146.136
internal_count=4780 375 271 205 104 69 193 87 66
is_linear=0
shrinkage=0.06


Tree=552
num_leaves=10
num_cat=0
split_feature=75 14 14 60 78 123 147 86 85
split_gain=0.0620505 0.224294 0.306355 0.269025 0.531841 0.440182 0.338711 0.315964 0.513236
threshold=0.0015349716995842757 0.0013560238294303419 0.0019672545604407792 0.010829726699739696 0.023343417793512348 0.00082683752407319855 0.013032016810029747 0.00060774214216507982 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 7 -5 8 -2
right_child=1 2 -4 6 -6 -7 -8 -9 -10
leaf_value=0.00018854202460967339 -0.00078886966771204883 0.0012770904851314227 -0.0001093713876991386 0.001761361184465981 0.00074037860259980933 0.00027440494644083874 -0.0022421915384881466 -0.0035278677624871586 -0.008186092024997196
leaf_weight=3791.6334708929062 494.90401530265808 716.66192400455475 2876.8201153278351 309.81787633895874 495.40984225273132 338.64506959915161 100.83426940441132 399.03499329090118 36.238690495491028
leaf_count=2201 266 259 1325 88 173 152 42 243 31
internal_value=0 -0.000123931 0.000167136 -0.000604852 -0.000926802 -0.00157775 0.000778302 -0.00225205 -0.00129357
internal_weight=0 5768.37 3593.48 2174.88 1764.23 1268.82 410.652 930.178 531.143
internal_count=4780 2579 1584 995 865 692 130 540 297
is_linear=0
shrinkage=0.06


Tree=553
num_leaves=10
num_cat=0
split_feature=33 87 120 140 2 134 81 134 43
split_gain=0.0540217 0.237998 0.194006 0.309361 0.248159 0.211135 0.277236 0.200913 0.180046
threshold=0.00077738583786413084 0.052634395658969886 0.0003614811430452392 0.00060774214216507982 0.00043393640953581786 0.0003614811430452392 0.020658296532928947 0.00077738583786413084 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 8 -7 -1
right_child=1 -3 3 4 -6 7 -8 -9 -10
leaf_value=6.9973005765122662e-05 0.00013614809610070224 -0.0036035742147679439 0.001693367759798736 -0.0049678858025924803 -0.00042831080046828947 0.0034222782799044524 -0.0033438817858344461 -0.0003576573023815092 -0.0016459895024801086
leaf_weight=2360.4648818969727 6345.6431649923325 61.860041737556458 65.860998034477234 106.18523323535919 73.26065456867218 116.814413189888 97.809444904327393 89.337227463722229 242.7642068862915
leaf_count=1139 3122 48 17 81 43 36 64 42 188
internal_value=0 0.000100044 -0.00020334 -0.00182371 -0.00311456 -6.6615e-05 -0.000207876 0.00178422 -9.00491e-05
internal_weight=0 6407.5 3152.5 245.307 179.446 2907.19 2701.04 206.152 2603.23
internal_count=4780 3170 1610 141 124 1469 1391 78 1327
is_linear=0
shrinkage=0.06


Tree=554
num_leaves=10
num_cat=0
split_feature=99 124 33 123 51 91 4 0 71
split_gain=0.0593027 0.245714 0.259752 0.195896 0.23875 0.218255 0.340527 0.196818 0.294288
threshold=0.00017767510871635753 0.02129978779703379 0.00042089859198313212 0.0010263677686452868 0.0020932231564074759 0.00017767510871635753 0.00046126570669002836 0.00087947337306104611 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 6 -6 8 -1
right_child=-2 2 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.0019573867811521276 -7.7413055702572572e-05 0.00014690300936359861 -0.0037919542859204966 0.0021672321935300312 -0.0024652631034335062 -0.0014420609337283444 0.0036000604084181079 0.0014583588638227209 0.0015168893336626919
leaf_weight=184.31470608711243 7537.3244333267212 146.1355926990509 102.58183407783508 230.60400187969208 53.677111625671387 399.03499329090118 87.878950119018555 650.88551437854767 167.56312942504883
leaf_count=138 3689 66 73 94 41 243 26 306 104
internal_value=0 0.000288473 -0.00147765 0.000536092 0.000292371 -0.000724007 0.00130013 0.000840302 -0.000302947
internal_weight=0 2022.68 248.717 1773.96 1543.35 540.591 141.556 1002.76 351.878
internal_count=4780 1091 139 952 858 310 67 548 242
is_linear=0
shrinkage=0.06


Tree=555
num_leaves=10
num_cat=0
split_feature=10 68 42 24 11 77 51 17 32
split_gain=0.0612819 0.196762 0.214655 0.382184 0.273415 0.414737 0.266324 0.235583 0.312255
threshold=0.0013986918493174019 0.0012357163941487672 0.00075379351619631063 0.00060774214216507982 0.0019071503775194289 0.00899649551138282 0.0015833032084628942 0.0013986918493174019 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6 -4 -9
right_child=1 -3 7 4 6 -7 -8 8 -10
leaf_value=-0.00026018413688204189 -0.0031805480587980862 -3.8629824383024056e-05 0.00083094865287581079 0.0055389605218650493 -0.0030107648768287472 0.00044591103980883755 0.002478791770049549 0.00022332864385006871 -0.0054252974050470956
leaf_weight=2430.4114246368408 47.735732436180115 6129.4409190416336 421.25764429569244 158.41590821743011 52.411692500114441 90.409788370132446 80.96143913269043 91.771636605262756 57.184081673622131
leaf_count=1189 31 3119 203 47 35 38 25 49 44
internal_value=0 8.86944e-05 0.000869005 0.0018813 0.00251351 0.00368842 0.000321559 0.000105746 -0.00194518
internal_weight=0 7129.59 1000.15 429.935 382.199 248.826 133.373 570.213 148.956
internal_count=4780 3591 472 176 145 85 60 296 93
is_linear=0
shrinkage=0.06


Tree=556
num_leaves=10
num_cat=0
split_feature=115 15 36 45 7 146 140 107 26
split_gain=0.057206 0.17357 0.324298 0.307772 0.379846 0.331665 0.424112 0.465464 0.418907
threshold=0.0028552538715302949 0.0022975050378590827 0.0048403022810816774 0.0031340263085439806 0.014293605927377941 0.00077738583786413084 0.013860232196748258 0.00244467705488205 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 -7
right_child=1 2 -4 -5 -6 6 -8 -9 -10
leaf_value=0.00014695730324741711 0.00033461237899427485 0.0010823931900577769 -0.0022151985241951676 0.00025553531621958528 0.0018885501635273717 -0.0032001999895677649 -0.0051424882546168239 0.0015499597737859932 0.0026373643420262824
leaf_weight=4773.9690972566605 1725.5831927061081 140.19421350955963 323.24350047111511 1794.3489047288895 132.98741519451141 340.8747798204422 134.24099361896515 143.70118355751038 50.856986045837402
leaf_count=2584 709 56 188 817 40 208 105 59 14
internal_value=0 -0.000146587 -0.000417903 -0.000205656 -0.00108335 -0.00157136 -0.00212692 -0.00137087 -0.00244233
internal_weight=0 4786.03 3060.45 2737.2 942.856 809.868 669.674 535.433 391.732
internal_count=4780 2196 1487 1299 482 442 386 281 222
is_linear=0
shrinkage=0.06


Tree=557
num_leaves=10
num_cat=0
split_feature=53 106 61 5 125 113 137 32 76
split_gain=0.0602043 0.193531 0.44164 0.343651 0.305362 0.173765 0.276724 0.39467 0.345798
threshold=0.0033348383149132137 0.000490355829242617 0.00043393640953581786 0.00075379351619631063 0.00062670491752214741 0.0026833302108570938 0.0014881226234138014 0.0023699469165876512 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 -3 -8
right_child=1 5 3 -5 -6 -7 8 -9 -10
leaf_value=-0.00017063205355695685 0.004025712279559457 0.00051283101591911655 -0.0063801471744642435 0.0010360897515059159 -0.0022697368255211832 -0.0002619064946442043 0.0026975257692098608 -0.0015524421150771501 -0.00065380774675209826
leaf_weight=4185.1838456392288 59.039916157722473 2400.8973869085312 79.491321086883545 31.369872212409973 52.315263390541077 1829.7806402444839 378.40257084369659 386.76651847362518 156.7529319524765
leaf_count=2100 21 1149 68 17 30 985 127 203 80
internal_value=0 0.000132865 -0.00160082 -0.00428161 0.00106808 0.000207634 0.000466196 0.000226291 0.00171588
internal_weight=0 5374.82 222.216 110.861 111.355 5152.6 3322.82 2787.66 535.156
internal_count=4780 2680 136 85 51 2544 1559 1352 207
is_linear=0
shrinkage=0.06


Tree=558
num_leaves=10
num_cat=0
split_feature=23 85 140 138 131 77 63 137 109
split_gain=0.0581826 0.207596 0.210419 0.345585 0.243749 0.545042 0.408426 0.242747 0.254619
threshold=0.0049928687512874612 0.029773407615721229 0.0045489775948226461 0.00044738779251929378 0.00040826165059115743 0.0035485138650983576 0.0042751494329422721 0.0014881226234138014 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 -5
right_child=1 -3 -4 7 -6 6 -8 -9 -10
leaf_value=-0.00020785971884375288 0.0022035181766774129 0.0023709354648945567 -0.000132440741758877 0.0010362344327799196 0.00275554379623648 -0.0064186377403339457 0.0021834977682956263 0.0021798929601392477 -0.0015798877167244646
leaf_weight=3216.7069226503372 190.36435508728027 142.33933532238007 4834.2016848325729 202.54824149608612 361.34986615180969 58.449500799179077 30.104453086853027 128.60074245929718 395.33516502380371
leaf_count=1601 94 48 2488 70 137 50 11 51 230
internal_value=0 0.000105406 5.34025e-05 0.00071073 0.00172702 0.000394517 -0.00349429 -0.000184948 -0.00069361
internal_weight=0 6343.29 6200.95 1366.75 640.268 278.918 88.554 726.484 597.883
internal_count=4780 3179 3131 643 292 155 61 351 300
is_linear=0
shrinkage=0.06


Tree=559
num_leaves=10
num_cat=0
split_feature=82 125 24 65 36 135 5 114 8
split_gain=0.0574303 0.159297 0.24308 0.387288 0.200942 0.188846 0.170577 0.215636 0.137171
threshold=0.0070226341485977182 0.0026833302108570938 0.0020292587578296666 0.00099512818269431613 0.0013986918493174019 0.0010918468469753864 0.000490355829242617 0.0045489775948226461 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 6 -5 8 -8 -2
right_child=1 2 3 5 -6 -7 7 -9 -10
leaf_value=-5.2455180363294224e-05 0.0013493969063130332 0.0034436060632674183 0.0019367626445325975 -0.0061663329898197557 -0.0031324162762152536 -0.00055908857242825498 0.00011863107386328763 0.0033514612400423263 -0.0028296497007386434
leaf_weight=8480.9632786512375 39.552802324295044 134.25283432006836 176.24004578590393 37.407680511474609 72.477380990982056 51.242702484130859 376.13733851909637 92.554910182952881 99.171293139457703
leaf_count=4152 24 46 77 32 62 34 248 30 75
internal_value=0 0.000412285 0.00136375 0.000309629 -0.000146289 -0.00292517 0.000210018 0.000757034 -0.00163813
internal_weight=0 1079.04 399.143 264.89 679.894 88.6504 607.416 468.692 138.724
internal_count=4780 628 189 143 439 66 377 278 99
is_linear=0
shrinkage=0.06


Tree=560
num_leaves=10
num_cat=0
split_feature=34 125 31 42 81 10 104 148 33
split_gain=0.0569031 0.171108 0.225231 0.168087 0.212028 0.318346 0.150127 0.217245 0.137789
threshold=0.00055427959887310873 0.012252715881913902 0.0026833302108570938 0.0035485138650983576 0.0021592099219560628 0.0058306583669036635 0.00017767510871635753 0.00087947337306104611 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -6
right_child=-2 -3 -4 -5 8 -7 7 -9 -10
leaf_value=1.1033955809610601e-05 4.7121894370878713e-05 -0.0024242733088066346 -0.0038139635950569053 -0.0020933676469609449 0.0011020980889027802 0.0047034329932257027 -0.00094521244583002282 -0.006401312999487623 0.0043933565524705565
leaf_weight=195.42603158950806 8662.3614300489426 134.92783808708191 54.749672532081604 100.43671226501465 191.24405777454376 39.359944105148315 82.805432915687561 38.480241417884827 60.208906173706055
leaf_count=118 4258 81 37 81 80 14 61 28 22
internal_value=0 -0.000454734 -0.000106311 0.000180417 0.000556322 -0.000385624 -0.00101808 -0.00267627 0.00189017
internal_weight=0 897.639 762.711 707.961 607.525 356.072 316.712 121.286 251.453
internal_count=4780 522 441 404 323 221 207 89 102
is_linear=0
shrinkage=0.06


Tree=561
num_leaves=10
num_cat=0
split_feature=52 85 144 124 147 147 94 88 17
split_gain=0.0589854 0.199442 0.298714 0.347857 0.248486 0.221957 0.326897 0.48306 0.490708
threshold=0.00899649551138282 0.00060774214216507982 0.00082683752407319855 0.0010585968848317864 0.0015833032084628942 0.00068727668258361529 0.0019672545604407792 0.00039601318712811922 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -4 -2 -7 -8 -9
right_child=1 2 4 -5 -6 6 7 8 -10
leaf_value=-7.4253279111723231e-05 -5.7515197975585897e-05 -0.00032196721403040927 -0.0036137960702320952 -0.0066464336901841375 0.00047027493097346966 0.0035958371825092141 -0.0024618885998489827 -0.0024811973505815196 0.0035050365567284888
leaf_weight=7658.8875542879105 565.42913269996643 70.826245427131653 59.329203486442566 56.111520767211914 558.43887400627136 197.67942321300507 125.76877617835999 65.174153566360474 202.35538327693939
leaf_count=3852 346 36 36 48 222 56 83 41 60
internal_value=0 0.000299139 -0.000466666 -0.00311763 7.8049e-05 0.000792305 0.00160539 0.000604946 0.0020467
internal_weight=0 1901.11 744.706 126.938 617.768 1156.41 590.978 393.298 267.53
internal_count=4780 928 342 84 258 586 240 184 101
is_linear=0
shrinkage=0.06


Tree=562
num_leaves=10
num_cat=0
split_feature=27 60 127 4 59 17 23 76 82
split_gain=0.0583432 0.158218 0.260838 0.229595 0.281524 0.22134 0.203436 0.199947 0.207513
threshold=0.00017767510871635753 0.0017376682371832433 0.00044738779251929378 0.0021592099219560628 0.013032016810029747 0.0012357163941487672 0.012636432424187662 0.00040826165059115743 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 5 -1 -5 8 -3
right_child=-2 2 -4 6 -6 -7 -8 -9 -10
leaf_value=0.00037270600157737462 -5.9072669782552411e-05 0.0032145769715299032 -0.0017619532359568087 0.00028316064838282401 0.0041075953424981508 -0.0032202024154392543 -0.0041538839727620399 0.0047878166193710209 -0.00094882237813101152
leaf_weight=698.99512255191803 8249.6842730045319 90.216930150985718 68.873981833457947 67.415704488754272 67.12641716003418 67.704991817474365 82.99829113483429 84.468409180641174 82.516145586967468
leaf_count=416 4023 28 54 38 23 53 71 28 46
internal_value=0 0.000371919 0.00151739 -7.57106e-06 0.000381643 5.5427e-05 -0.0021652 0.00239554 0.00122568
internal_weight=0 1310.32 326.075 984.241 833.827 766.7 150.414 257.201 172.733
internal_count=4780 757 156 601 492 469 109 102 74
is_linear=0
shrinkage=0.06


Tree=563
num_leaves=10
num_cat=0
split_feature=122 8 123 131 60 59 74 129 30
split_gain=0.0559335 0.199982 0.091954 0.260385 0.383125 0.41603 0.1873 0.302608 0.221776
threshold=0.0048403022810816774 0.0095705352723598498 0.0022272822679951791 0.015200819820165636 0.0045489775948226461 0.0056525857653468856 0.0005375427135732026 0.0092791137285530585 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 5 -5 7 -4 -8
right_child=1 -3 3 4 -6 -7 8 -9 -10
leaf_value=4.1515759580928766e-05 0.00095934420352774121 -0.0028225358788078864 -0.00063815742364272678 -0.0045479951140959471 -0.0082592121642097206 0.0030589659288566269 0.0022196167857814701 -0.0056767592088106935 -0.00022538489578400776
leaf_weight=7730.3888034820557 504.17134702205658 55.918662548065186 299.96012926101685 57.087652564048767 36.238690495491028 47.350015997886658 171.17836928367615 50.073712468147278 607.63288378715515
leaf_count=3923 210 38 173 39 31 11 53 33 269
internal_value=0 0.000581766 -3.6205e-05 -0.000509463 -0.0029436 -0.00109915 -0.000206121 -0.00135895 0.000312013
internal_weight=0 560.09 8999.91 1269.52 140.676 104.438 1128.85 350.034 778.811
internal_count=4780 248 4532 609 81 50 528 206 322
is_linear=0
shrinkage=0.06


Tree=564
num_leaves=10
num_cat=0
split_feature=70 51 0 108 46 146 1 77 131
split_gain=0.0545195 0.177617 0.204051 0.178271 0.187375 0.175887 0.245968 0.16222 0.146166
threshold=0.017188700847327713 0.0068083447404205808 0.019431582652032379 0.011169348377734424 0.029773407615721229 0.011519505176693203 0.0027679565828293566 0.00899649551138282 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 8 -5 -2
right_child=1 2 -4 7 -6 -7 -8 -9 -10
leaf_value=-4.0243708870081003e-05 -0.0022376404049266694 0.0004290870692019014 0.0043122261865116852 -0.0027739012901399061 0.0039319519190293747 -0.0028893546270970499 0.003827114949009394 0.0021414277238766179 0.0013357226654839419
leaf_weight=8860.9933036565781 82.709003806114197 119.53810966014862 82.226858258247375 122.6475225687027 53.194966077804565 58.256642580032349 68.198978066444397 30.104453086853027 82.130429148674011
leaf_count=4423 56 58 31 100 16 40 19 11 26
internal_value=0 0.000510151 0.00201161 -9.90943e-05 0.000657412 5.94301e-05 0.000796589 -0.00180519 -0.00045723
internal_weight=0 699.007 201.765 497.242 344.49 291.295 233.038 152.752 164.839
internal_count=4780 357 89 268 157 141 101 111 82
is_linear=0
shrinkage=0.06


Tree=565
num_leaves=10
num_cat=0
split_feature=93 1 127 141 100 145 15 128 35
split_gain=0.0533064 0.220039 0.19517 0.198053 0.175123 0.245339 0.193189 0.173213 0.153166
threshold=0.016668972559273246 0.0027679565828293566 0.001792412775103003 0.00070876078098081063 0.0092791137285530585 0.0020932231564074759 0.007706565549597145 0.0019071503775194289 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 8 6 -6 -5 -2
right_child=1 2 -4 7 5 -7 -8 -9 -10
leaf_value=-4.8956871305239083e-05 0.00017850200204539611 0.0031164563588763389 0.0039918417391264253 -0.0024511712640963423 4.3770109258982486e-05 -0.001394897137819722 0.0036835126324653907 0.0026989320167181341 -0.0021316061705814087
leaf_weight=8540.2924821376801 210.71933090686798 72.874938130378723 98.303431153297424 78.225901961326599 93.133484840393066 109.7886323928833 120.32138323783875 33.611423134803772 202.72925901412964
leaf_count=4188 136 23 30 62 60 89 39 14 139
internal_value=0 0.000410025 0.00183203 0.000682583 -0.000136267 0.000909958 0.00209544 -0.000903367 -0.00095423
internal_weight=0 1019.71 283.016 184.712 736.692 323.244 213.455 111.837 413.449
internal_count=4780 592 129 99 463 188 99 76 275
is_linear=0
shrinkage=0.06


Tree=566
num_leaves=10
num_cat=0
split_feature=58 82 46 21 119 75 11 83 115
split_gain=0.0558087 0.112812 0.132656 0.132614 0.161626 0.0976503 0.0928339 0.0872463 0.313293
threshold=0.029773407615721229 0.00055427959887310873 0.040252277627587325 0.0015833032084628942 0.0011615398107096555 0.00042089859198313212 0.00085274505545385193 0.076978169381618514 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 -2 3 5 -5 6 -3 -1 -9
right_child=1 2 -4 4 -6 -7 -8 8 -10
leaf_value=-1.6096077196023083e-07 -0.0021483151232852427 -0.001472990312274118 -0.0023599306059914828 -0.00057090207254903208 0.0031976314844385499 0.0031985725620401603 0.002289344943769896 0.00027544874323796669 -0.0036586058745725382
leaf_weight=8642.6932986974716 50.266570687294006 40.914650559425354 43.252630591392517 207.50164818763733 51.049844264984131 134.25283432006836 55.822233438491821 226.89233291149139 107.35422325134277
leaf_count=4192 43 35 37 148 24 46 33 140 82
internal_value=0 0.000568827 0.000825177 0.00110659 0.000173178 0.00215138 0.000698074 -3.69459e-05 -0.000988102
internal_weight=0 583.06 532.794 489.541 258.551 230.99 96.7369 8976.94 334.247
internal_count=4780 366 323 286 172 114 68 4414 222
is_linear=0
shrinkage=0.06


Tree=567
num_leaves=10
num_cat=0
split_feature=63 63 5 105 93 131 51 20 148
split_gain=0.0534995 0.354672 0.273266 0.2677 0.281523 0.330659 0.245465 0.239478 0.255054
threshold=0.0034400182776153092 0.0038949446752667431 0.010829726699739696 0.0060143163427710542 0.0033348383149132137 0.0079489401541650313 0.010829726699739696 0.0042751494329422721 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 7 4 5 -2 -4 -3 -9
right_child=1 2 6 -5 -6 -7 -8 8 -10
leaf_value=9.862675639768563e-05 -0.0060969638425028864 -0.00013496622222492095 -0.0038836100518134459 -0.0063119823446064474 0.0010074219198384254 -0.00017948146527255862 0.001435665161727916 0.0029330557470017291 0.00020660756776541138
leaf_weight=6447.1287567615509 68.873981833457947 2157.6391937732697 114.36816334724426 47.928590655326843 100.83426940441132 67.12641716003418 42.963343262672424 207.12777245044708 306.00977826118469
leaf_count=3317 54 995 88 41 42 23 22 69 129
internal_value=0 -0.000204268 -1.04223e-06 -0.00222259 -0.00139501 -0.00317624 -0.00243105 0.000142106 0.00130714
internal_weight=0 3112.87 2828.11 284.763 236.835 136 157.332 2670.78 513.138
internal_count=4780 1463 1303 160 119 77 110 1193 198
is_linear=0
shrinkage=0.06


Tree=568
num_leaves=10
num_cat=0
split_feature=52 24 30 141 22 11 89 102 99
split_gain=0.0525483 0.168744 0.324168 0.313803 0.20046 0.329674 0.224406 0.284609 0.384958
threshold=0.00899649551138282 0.00047558375808876013 0.00044738779251929378 0.00085274505545385193 0.00073092587990686308 0.013860232196748258 0.00038414125447161501 0.00052132029668428015 0.034632634371519096
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 7 8 -6
right_child=1 4 -4 -5 6 -7 -8 -9 -10
leaf_value=-7.0084606711894769e-05 0.007672323968008014 4.2882660168042405e-05 -0.0028260963677570012 0.0012231270890471092 -0.0053467001051691254 -0.0029310682329766048 -0.00042452668033838268 0.0025615826814586328 0.0031907008219368123
leaf_weight=7658.8875542879105 45.012035965919495 915.57124423980713 34.973271369934082 68.48826539516449 42.083640575408936 157.23507750034332 268.69852685928345 334.36666667461395 34.683984041213989
leaf_count=3852 9 498 25 34 36 105 102 109 10
internal_value=0 0.000282345 0.0022245 0.00378075 0.000117817 -0.000392992 0.000923897 0.00180517 -0.00148946
internal_weight=0 1901.11 148.474 113.5 1752.64 1072.81 679.833 411.134 76.7676
internal_count=4780 928 68 43 860 603 257 155 46
is_linear=0
shrinkage=0.06


Tree=569
num_leaves=10
num_cat=0
split_feature=124 17 75 20 20 34 137 108 85
split_gain=0.0535376 0.181492 0.210236 0.289715 0.376955 0.251539 0.247634 0.238335 0.227204
threshold=0.013860232196748258 0.0016331639490090313 0.0013146653072908523 0.0019071503775194289 0.00055427959887310873 0.0035485138650983576 0.00093549740267917525 0.0030382014811038975 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 8 7 -5 -2
right_child=1 -3 3 6 -6 -7 -8 -9 -10
leaf_value=-6.4385346595659062e-05 -0.0028229334921826654 -0.00062476288768938181 -9.3038183023396148e-05 -0.007185676459315081 0.0026513553416339757 0.0052772517260776166 0.0019115287588456142 -0.0014725633433951882 0.003233625597426619
leaf_weight=7929.5146633386612 39.649231433868408 510.30558443069458 509.23302352428436 38.576670527458191 278.83372056484222 75.212918162345886 45.204894185066223 82.516145586967468 50.953415155410767
leaf_count=4054 29 230 234 33 91 25 19 46 19
internal_value=0 0.000313124 0.000740385 0.000397762 0.000877983 0.00271238 -0.00187795 -0.0032926 0.000583174
internal_weight=0 1630.49 1120.18 954.364 788.067 165.816 166.298 121.093 90.6026
internal_count=4780 726 496 423 325 73 98 79 48
is_linear=0
shrinkage=0.06


Tree=570
num_leaves=10
num_cat=0
split_feature=94 75 85 9 150 117 78 145 46
split_gain=0.0531318 0.183686 0.349257 0.326875 0.323828 0.312047 0.247489 0.41749 0.243885
threshold=0.0048403022810816774 0.0062037324532866487 0.0019071503775194289 0.0010263677686452868 0.0041444667149335155 0.0023699469165876512 0.014293605927377941 0.0018488886416889729 0.0081988852471113222
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 3 5 -5 -3 -2 8 -8
right_child=1 2 -4 4 -6 -7 7 -9 -10
leaf_value=-9.2371909177989703e-05 0.00026818165166183911 1.6979413277546101e-05 -0.00025146835619454535 -0.0028927286167521379 0.0029615312850658341 0.0039835278428439922 -0.0025282467642138533 -0.0030621356314803798 0.0017599065192731825
leaf_weight=6701.8958325386047 1376.3816908597946 97.327299356460571 503.09878611564636 82.516145586967468 57.870926141738892 268.0235230922699 67.512133598327637 242.28206133842468 163.09186828136444
leaf_count=3412 725 39 214 46 20 67 43 163 51
internal_value=0 0.000216601 0.000867839 0.00198131 -0.000479462 0.00292686 -0.000138672 -0.00132286 0.000504497
internal_weight=0 2858.1 1008.84 505.738 140.387 365.351 1849.27 472.886 230.604
internal_count=4780 1368 386 172 66 106 982 257 94
is_linear=0
shrinkage=0.06


Tree=571
num_leaves=10
num_cat=0
split_feature=117 3 73 99 60 0 65 51 129
split_gain=0.0520908 0.225197 0.189134 0.1543 0.148274 0.131432 0.267057 0.116392 0.191209
threshold=0.04673989117145539 0.00038414125447161501 0.0012357163941487672 0.034632634371519096 0.00039601318712811922 0.007706565549597145 0.0016846025246195497 0.0026012937305495147 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 3 4 -2 -3 6 -4 -1 -9
right_child=1 2 5 -5 -6 -7 -8 8 -10
leaf_value=0.0001524557476180837 -0.0011291965325881481 0.0014153444245041213 0.0011672727703363574 0.0017317758054421753 -0.0043356098558485811 0.00019602301651657774 0.0058410606690122756 -0.00082495752632654785 4.3532124735834694e-05
leaf_weight=4991.7497310638428 294.69375383853912 36.045832276344299 95.085748434066772 88.168237447738647 29.224750399589539 66.150285363197327 81.937570929527283 1469.8890514373779 2407.0553057193756
leaf_count=2490 198 21 42 41 25 32 16 864 1051
internal_value=0 0.000501646 0.00170815 -0.000470351 -0.00115963 0.0024779 0.0033306 -3.91028e-05 -0.000285744
internal_weight=0 691.306 308.444 382.862 65.2706 243.174 177.023 8868.69 3876.94
internal_count=4780 375 136 239 46 90 58 4405 1915
is_linear=0
shrinkage=0.06


Tree=572
num_leaves=10
num_cat=0
split_feature=139 124 139 56 127 49 33 99 95
split_gain=0.0529057 0.161679 0.142467 0.195557 0.202135 0.134629 0.0811889 0.2292 0.204491
threshold=0.0032328735105693345 0.0038949446752667431 0.0026833302108570938 0.0038949446752667431 0.00044738779251929378 0.00037263428384903824 0.00077738583786413084 0.057509137317538268 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 5 3 6 -5 -2 -1 -8 -9
right_child=1 -3 -4 4 -6 -7 7 8 -10
leaf_value=-0.00023864638681714265 -0.0035369047404066245 0.0019958628745560011 -0.0032964976391129507 -0.0067737556131414146 -0.00075485259132464493 0.00090165913865862166 0.00020497751391727106 0.0015021958034021788 -0.0032420735090722668
leaf_weight=2952.1903696060181 44.22876238822937 164.06800007820129 47.63930332660675 30.39374041557312 59.232774376869202 55.436517000198364 6035.6442711353302 44.035904169082642 127.1306244134903
leaf_count=1537 28 42 26 26 31 13 2965 18 94
internal_value=0 0.000838003 -2.3774e-05 -6.9163e-06 -0.00279596 -0.00106806 2.03762e-05 0.000143577 -0.00202152
internal_weight=0 263.733 9296.27 9248.63 89.6265 99.6653 9159 6206.81 171.167
internal_count=4780 83 4697 4671 57 41 4614 3077 112
is_linear=0
shrinkage=0.06


Tree=573
num_leaves=10
num_cat=0
split_feature=7 87 78 56 48 88 124 54 142
split_gain=0.052579 0.214978 0.339988 0.320298 0.264049 0.237912 0.200961 0.300353 0.285429
threshold=0.0072436286136507997 0.0014881226234138014 0.012252715881913902 0.00087947337306104611 0.0012357163941487672 0.00039601318712811922 0.0026012937305495147 0.0053125319536775359 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 4 -4 -3 -2 -7 8 -8
right_child=1 2 3 -5 -6 6 7 -9 -10
leaf_value=5.8124125945325703e-05 -0.003894487653879901 -0.0016855693596541357 -0.008631603338084555 -0.0019220240177520616 0.0032531321185134019 0.0018956835058960805 0.0012157315092871451 0.001488807163441009 -0.0017893092384276244
leaf_weight=8166.5421899557114 52.508121609687805 131.22800981998444 40.914650559425354 68.48826539516449 55.436517000198364 211.61087429523468 157.53620553016663 265.97483038902283 409.76060235500336
leaf_count=4183 40 68 35 34 13 63 61 80 203
internal_value=0 -0.000340644 -0.00177543 -0.00443128 -0.00021885 4.64498e-05 0.000244492 -0.000174831 -0.000954821
internal_weight=0 1393.46 296.067 109.403 186.665 1097.39 1044.88 833.272 567.297
internal_count=4780 597 150 69 81 447 407 344 264
is_linear=0
shrinkage=0.06


Tree=574
num_leaves=10
num_cat=0
split_feature=25 121 78 53 39 33 15 44 14
split_gain=0.0593156 0.194014 0.141433 0.277581 0.152087 0.14468 0.201128 0.134111 0.112431
threshold=0.030689206905663017 0.0011261500185355546 0.010500331409275534 0.0048403022810816774 0.00040826165059115743 0.00093549740267917525 0.00017767510871635753 0.0070226341485977182 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 8 -7 -4
right_child=1 -3 3 -5 -6 7 -8 -9 -10
leaf_value=-4.4533187145774106e-05 -0.00092366400625357441 0.0033277999418787037 5.375895763949631e-05 -0.0043030415255197333 0.0028742165606004287 -0.0042307216878265629 0.0014678049309533692 0.00039050548958079369 -0.0041685932132543117
leaf_weight=8780.4057402610779 55.725804328918457 78.623459100723267 53.29139518737793 55.918662548065186 119.0559641122818 46.566742420196533 286.92022156715393 43.939475059509277 39.552802324295044
leaf_count=4477 28 23 21 38 33 30 93 13 24
internal_value=0 0.000501568 0.000184567 -0.000306628 0.00166334 0.000168575 0.000682339 -0.00198718 -0.00174502
internal_weight=0 779.595 700.971 526.189 174.782 470.271 379.764 90.5062 92.8442
internal_count=4780 303 280 219 61 181 138 43 45
is_linear=0
shrinkage=0.06


Tree=575
num_leaves=10
num_cat=0
split_feature=58 46 8 95 88 138 65 33 102
split_gain=0.0527658 0.204329 0.369899 0.269568 0.233358 0.226807 0.175384 0.15812 0.153532
threshold=0.0062037324532866487 0.029773407615721229 0.0044099434744566688 0.072653736919164671 0.0010918468469753864 0.00044738779251929378 0.00017767510871635753 0.0081988852471113222 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 4 6 5 -3 -2 -4 -8
right_child=1 2 7 -5 -6 -7 8 -9 -10
leaf_value=-8.337500328855276e-05 -0.00022506925550144723 0.00028028936824041925 -0.0055168590744796107 0.0048485215631684422 -0.0033778089171099257 0.0060610411352176145 0.0010576108344735992 -0.00064165568490896069 -0.0016826498146053849
leaf_weight=7082.2980297803879 1038.6890716552734 98.978434920310974 75.9843510389328 48.711864233016968 43.156201481819153 32.44243311882019 1025.468146443367 34.973271369934082 79.298462867736816
leaf_count=3285 682 65 65 22 32 13 533 25 58
internal_value=0 0.00023832 -0.00127141 0.000434966 0.000450255 0.00170732 0.000334664 -0.00398022 0.000860919
internal_weight=0 2477.7 285.535 2192.17 174.577 131.421 2143.46 110.958 1104.77
internal_count=4780 1495 200 1295 110 78 1273 90 591
is_linear=0
shrinkage=0.06


Tree=576
num_leaves=10
num_cat=0
split_feature=24 46 58 47 125 117 22 43 11
split_gain=0.05207 0.122119 0.332572 0.374253 0.334217 0.301483 0.292163 0.287261 0.267143
threshold=0.0032328735105693345 0.0070226341485977182 0.0013560238294303419 0.0036604277556762104 0.0020292587578296666 0.010829726699739696 0.0014427106943912806 0.00075379351619631063 0.027182282879948619
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 6 -2 -4 -5 -7
right_child=1 2 4 7 -6 8 -8 -9 -10
leaf_value=-0.00011982275474723946 0.00089058547293964052 0.0024577701926523235 -0.00079946960136153254 -0.0050331058880291385 -0.0017377151619757008 -0.00078854448447013465 0.0019430488438572633 0.0018756217128855714 0.0035574745851069977
leaf_weight=5518.9033212661743 1661.5543477535248 269.48180043697357 355.9752209186554 50.073712468147278 598.46198117733002 782.58382904529572 230.31471455097198 38.190954089164734 54.460385203361511
leaf_count=2759 787 83 216 33 330 458 79 13 22
internal_value=0 0.000163641 -0.000256146 0.00134713 -0.000740269 0.000422795 0.000277885 -0.00204379 -0.000505781
internal_weight=0 4041.1 1542.5 357.746 1184.75 2498.6 586.29 88.2647 837.044
internal_count=4780 2021 754 129 625 1267 295 46 480
is_linear=0
shrinkage=0.06


Tree=577
num_leaves=10
num_cat=0
split_feature=12 36 99 75 14 25 95 54 80
split_gain=0.0500381 0.241312 0.123027 0.0697526 0.221479 0.256875 0.68687 0.303995 0.477208
threshold=0.052634395658969886 0.0060143163427710542 0.00050559637020342063 0.0015349716995842757 0.0013560238294303419 0.00077738583786413084 0.00057154725072905432 0.011880517937242987 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -5 -7 -9
right_child=1 -3 -4 4 -6 7 -8 8 -10
leaf_value=0.00017547374263123173 -3.4606675929119974e-05 -0.002569771490873353 0.0030298332124365809 -0.0062270796521203681 0.00014301752939794362 3.5620890987795704e-05 -0.00070715923047301563 -0.00053420453323956289 -0.0069015990681208523
leaf_weight=3788.1265008449554 77.647327303886414 58.160213470458984 120.12852501869202 101.70213139057159 3382.6544386148453 1428.8289054632187 401.67410135269165 140.38707172870636 60.691051721572876
leaf_count=2198 32 35 29 87 1502 583 201 66 47
internal_value=0 0.000827643 0.00182673 -2.27668e-05 -0.000158911 -0.000637665 -0.0018224 -0.000271773 -0.00245606
internal_weight=0 255.936 197.776 9304.06 5515.94 2133.28 503.376 1629.91 201.078
internal_count=4780 96 61 4684 2486 984 288 696 113
is_linear=0
shrinkage=0.06


Tree=578
num_leaves=10
num_cat=0
split_feature=98 98 106 54 127 28 127 146 126
split_gain=0.0508279 0.29268 0.248448 0.339434 0.249062 0.21349 0.223974 0.215239 0.204712
threshold=0.00043393640953581786 0.00066645268816500913 0.011519505176693203 0.014293605927377941 0.0042751494329422721 0.00066645268816500913 0.00017767510871635753 0.0032328735105693345 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 5 6 -2 -7 -1
right_child=1 -3 3 -5 -6 7 -8 -9 -10
leaf_value=-0.00051414711704343219 0.0019953415119095918 -5.638696509082749e-05 -0.0051586920668980117 0.002378149007930961 -0.001871766221141329 -0.0018727535235433682 0.0056677758353369046 0.0017075929109122184 0.0011319945283354488
leaf_weight=1771.053692817688 187.44780039787292 6673.0449578762054 49.097580671310425 38.287383198738098 69.657255411148071 76.671195507049561 87.78252100944519 285.65480244159698 321.30307757854462
leaf_count=861 62 3466 42 18 35 41 21 87 147
internal_value=0 7.32318e-05 0.00116177 -0.00185645 0.00153471 0.00190689 0.00316664 0.000949962 -0.000261365
internal_weight=0 7467.64 794.599 87.385 707.214 637.556 275.23 362.326 2092.36
internal_count=4780 3772 306 60 246 211 83 128 1008
is_linear=0
shrinkage=0.06


Tree=579
num_leaves=10
num_cat=0
split_feature=99 14 93 34 123 131 45 45 45
split_gain=0.0529672 0.158436 0.261719 0.320622 0.285421 0.276415 0.241731 0.429661 0.340782
threshold=0.00017767510871635753 0.0095705352723598498 0.00017767510871635753 0.0025217677466571335 0.0022272822679951791 0.13848232477903369 0.010180860292166473 0.0022975050378590827 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -4 7 8 -5
right_child=1 -3 5 4 -6 -7 -8 -9 -10
leaf_value=0.00027262859110208001 -0.00039432144270030067 -0.00094288717645338706 -0.00018046140282036363 0.0024009576294644203 -0.0012044877224805706 -0.0043841919721062045 -0.00018682916600504587 0.0028671153315716871 -0.0016860801797747643
leaf_weight=2022.6758335828781 770.42362403869629 685.46122860908508 4719.0502479076385 129.48044514656067 162.40502381324768 56.991223454475403 245.01759850978851 598.78679060935974 169.70825123786926
leaf_count=1091 364 370 2419 37 75 34 126 168 96
internal_value=0 -7.31611e-05 1.38464e-05 0.000576321 0.00114918 -0.000230623 0.0014836 0.00193939 8.26747e-05
internal_weight=0 7537.32 6851.86 2075.82 1305.4 4776.04 1142.99 897.975 299.189
internal_count=4780 3689 3319 866 502 2453 427 301 133
is_linear=0
shrinkage=0.06


Tree=580
num_leaves=10
num_cat=0
split_feature=109 0 146 88 145 47 98 30 8
split_gain=0.0519414 0.133879 0.26911 0.263566 0.277197 0.247995 0.198845 0.167496 0.166398
threshold=0.00066645268816500913 0.0034400182776153092 0.0051502294372767219 0.011519505176693203 0.0035485138650983576 0.0011980500421486797 0.0013986918493174019 0.00085274505545385193 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 8 7 -1 -3
right_child=-2 5 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.0021122284011967727 -4.1408510470849971e-05 -0.0026765074914494808 0.003143150461096699 0.001729325009069041 0.0025742640742983779 -0.0049979935178205478 -0.00029908658623007057 -0.0072702947107539965 0.0017869378865578642
leaf_weight=54.942530751228333 8789.4802137613297 45.397752404212952 145.74987626075745 209.36932337284088 54.460385203361511 42.083640575408936 90.891933917999268 38.576670527458191 89.047940135002136
leaf_count=47 4411 29 46 66 22 36 63 33 27
internal_value=0 0.000472355 0.000903511 0.000175271 -0.00118685 -0.00097841 -0.00229758 -0.00423993 0.000279784
internal_weight=0 770.52 593.991 448.241 238.872 176.529 184.411 93.5192 134.446
internal_count=4780 369 277 231 165 92 143 80 56
is_linear=0
shrinkage=0.06


Tree=581
num_leaves=10
num_cat=0
split_feature=63 146 118 32 144 149 91 143 103
split_gain=0.0558855 0.16515 0.206874 0.152 0.137784 0.132023 0.0981315 0.0897541 0.185271
threshold=0.014740333426743748 0.010180860292166473 0.0032328735105693345 0.002945306478068233 0.0011261500185355546 0.0019071503775194289 0.012636432424187662 0.01884530205279589 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 6 5 -5 -3 -2 -1 -9
right_child=1 3 -4 4 -6 -7 -8 8 -10
leaf_value=4.4694083124740384e-05 -0.0056137536241902949 0.00070303152112670745 0.0020187861927812617 -0.0023966333472348477 0.0014374769747981892 0.0035925616879859193 -0.0011190190191617674 -0.00031494332118784106 -0.0033702927381125194
leaf_weight=7763.5062403678894 35.069700479507446 109.99333131313324 40.432505011558533 62.836173534393311 72.874938130378723 117.98340320587158 34.876842260360718 1246.6356397867203 75.791492819786072
leaf_count=3971 30 40 10 39 23 37 20 555 55
internal_value=0 0.000635092 -0.00139769 0.00125204 -0.000337771 0.00219843 -0.00337258 -3.31365e-05 -0.000490053
internal_weight=0 474.067 110.379 363.688 135.711 227.977 69.9465 9085.93 1322.43
internal_count=4780 199 60 139 62 77 50 4581 610
is_linear=0
shrinkage=0.06


Tree=582
num_leaves=10
num_cat=0
split_feature=25 19 24 110 146 132 82 13 142
split_gain=0.0533364 0.146986 0.254939 0.251847 0.273351 0.181703 0.165467 0.15583 0.150928
threshold=0.030689206905663017 0.00046126570669002836 0.0020292587578296666 0.00075379351619631063 0.0012745757703669371 0.00038414125447161501 0.0010918468469753864 0.00096484774257987748 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 5 4 -2 -3 7 -4 -7
right_child=1 2 6 -5 -6 8 -8 -9 -10
leaf_value=-4.2229024215308786e-05 0.00028959684363132174 0.0036556770660418668 -0.0024841112117052668 0.0016032470378116157 -0.0057778717030724002 0.0018572386512878221 -0.0040822920397852007 0.0015755073740837476 -0.0011870242869540008
leaf_weight=8780.4057402610779 51.049844264984131 128.21502602100372 53.484253406524658 77.454469084739685 56.111520767211914 190.66548311710358 44.325191497802734 93.627471089363098 84.661267399787903
leaf_count=4477 24 31 31 22 48 50 33 26 38
internal_value=0 0.000475616 0.000934539 -0.0010034 -0.00288743 0.00178997 -0.000868685 9.95838e-05 0.000921147
internal_weight=0 779.595 594.979 184.616 107.161 403.542 191.437 147.112 275.327
internal_count=4780 303 209 94 72 119 90 57 88
is_linear=0
shrinkage=0.06


Tree=583
num_leaves=10
num_cat=0
split_feature=24 138 6 147 102 39 100 92 8
split_gain=0.0512664 0.162356 0.186414 0.22398 0.215546 0.183756 0.304863 0.278148 0.277526
threshold=0.0032328735105693345 0.0045489775948226461 0.00047558375808876013 0.00747153488919139 0.0016846025246195497 0.016668972559273246 0.00017767510871635753 0.088838413357734694 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 7 -7 -2 -8
right_child=1 2 -4 4 -6 6 8 -9 -10
leaf_value=-0.00011889451734854924 0.00058108411887406624 0.00024944924072590563 0.0014556188870570017 -0.0064574520734388694 -0.0017422311970351967 0.0032065772975857199 0.00012866451574594577 -0.0021577867797619638 -0.0034149487649126281
leaf_weight=5518.9033212661743 3000.9140745401382 177.21617758274078 104.14838123321533 42.083640575408936 204.48866438865662 54.267526984214783 157.72906374931335 139.7002272605896 160.54918932914734
leaf_count=2759 1500 68 35 36 111 12 71 90 98
internal_value=0 0.000162374 -0.000818683 -0.00137761 -0.002547 0.000309801 -0.000950112 0.000459254 -0.00165884
internal_weight=0 4041.1 527.937 423.788 246.572 3513.16 372.546 3140.61 318.278
internal_count=4780 2021 250 215 147 1771 181 1590 169
is_linear=0
shrinkage=0.06


Tree=584
num_leaves=10
num_cat=0
split_feature=63 51 149 125 135 118 138 58 105
split_gain=0.0530758 0.114504 0.187645 0.167285 0.150606 0.121419 0.125283 0.151702 0.0887088
threshold=0.014740333426743748 0.0079489401541650313 0.0019071503775194289 0.0056525857653468856 0.00017767510871635753 0.00096484774257987748 0.0022975050378590827 0.0011615398107096555 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 3 -3 5 -5 6 7 -2 -1
right_child=1 2 -4 4 -6 -7 -8 -9 -10
leaf_value=5.6846146077084339e-05 0.00091579832691381341 -0.00040821034432174781 0.0036394329634792653 0.00017913645537808798 -0.0045928192598023183 0.0037255482432750299 0.0021573117759499365 -0.0037528405598938426 -0.00042659786977133836
leaf_weight=7410.6404323577881 55.629375219345093 72.971367239952087 94.79646110534668 48.615435123443604 46.663171529769897 42.770485043525696 67.029988050460815 45.59061062335968 1675.2929406166077
leaf_count=3797 23 28 27 17 35 12 18 39 784
internal_value=0 0.000618921 0.00187889 -7.11972e-05 -0.00215795 0.000871001 0.000145353 -0.00118701 -3.22928e-05
internal_weight=0 474.067 167.768 306.299 95.2786 211.02 168.25 101.22 9085.93
internal_count=4780 199 55 144 52 92 80 62 4581
is_linear=0
shrinkage=0.06


Tree=585
num_leaves=10
num_cat=0
split_feature=27 67 95 77 58 138 80 121 65
split_gain=0.0515342 0.258094 0.274502 0.234066 0.18674 0.211949 0.217802 0.243847 0.230628
threshold=0.0060143163427710542 0.00073092587990686308 0.0072436286136507997 0.012636432424187662 0.011519505176693203 0.0022975050378590827 0.0036604277556762104 0.00075379351619631063 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 8 -8 -2
right_child=1 -3 3 -5 -6 -7 7 -9 -10
leaf_value=-7.4235556645414289e-05 0.0022686955897949263 -0.00037153184853533046 -0.0042059707712624808 0.00097804625309417994 -0.0003203943644865997 -0.0003364258582949656 0.001825678347818745 0.0054044817695731041 -0.0014819502817101703
leaf_weight=7445.6137037277222 194.36531138420105 1106.043869137764 64.101592659950256 61.377896189689636 193.08805155754089 135.51825344562531 145.74987626075745 129.3840160369873 84.757696509361267
leaf_count=3822 63 538 45 23 116 52 46 32 43
internal_value=0 0.000261414 0.000955687 -0.00167023 0.0013289 0.00179059 0.00231065 0.00350864 0.00112979
internal_weight=0 2114.39 1008.34 125.479 882.863 689.775 554.257 275.134 279.123
internal_count=4780 958 420 68 352 236 184 78 106
is_linear=0
shrinkage=0.06


Tree=586
num_leaves=10
num_cat=0
split_feature=124 82 60 132 35 89 87 146 137
split_gain=0.0512413 0.239103 0.221327 0.272264 0.425905 0.344831 0.263756 0.24924 0.276065
threshold=0.013860232196748258 0.0038949446752667431 0.013860232196748258 0.0013560238294303419 0.00087947337306104611 0.00075379351619631063 0.00017767510871635753 0.0041444667149335155 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -4 -7 -9
right_child=1 -3 6 5 -6 7 -8 8 -10
leaf_value=-6.2989400116190983e-05 -0.0035654776946967507 0.001945613678888647 -0.00045464339736451978 -0.0029864247664230415 0.0020823480563771897 0.00072264349429980023 -0.0073214035396838711 -0.0063535077429364567 -0.00044022239209069182
leaf_weight=7929.5146633386612 54.846101641654968 267.72239506244659 55.629375219345093 157.23507750034332 388.92348098754883 535.05907368659973 31.562730431556702 39.745660543441772 99.761708498001099
leaf_count=4054 42 111 23 105 136 202 27 34 46
internal_value=0 0.000306335 -1.571e-05 0.000184205 0.00138433 -0.000456065 -0.00294035 0.000133738 -0.00212492
internal_weight=0 1630.49 1362.76 1275.57 443.77 831.802 87.1921 674.566 139.507
internal_count=4780 726 615 565 178 387 50 282 80
is_linear=0
shrinkage=0.06


Tree=587
num_leaves=10
num_cat=0
split_feature=27 82 58 82 128 35 33 133 80
split_gain=0.0513561 0.158582 0.321908 0.277373 0.236168 0.24356 0.222896 0.219318 0.292411
threshold=0.00017767510871635753 0.00047558375808876013 0.0053125319536775359 0.011519505176693203 0.0058306583669036635 0.0014427106943912806 0.00244467705488205 0.00017767510871635753 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 7 -1 -9
right_child=-2 2 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.00022521863051925054 -5.5422704858958119e-05 -0.0015636323464061309 0.0013519962689826942 0.0038560393919294632 0.0018498462677853178 -0.0056931046288580091 -0.0016616166915608751 0.0010216838052293001 0.0046039904740271826
leaf_weight=168.82854855060577 8249.6842730045319 277.25533270835876 272.38651442527771 34.780413150787354 56.798365235328674 63.125460863113403 91.868065714836121 211.11688804626465 134.156405210495
leaf_count=110 4023 188 174 15 24 54 54 97 41
internal_value=0 0.000348939 -0.000263304 -0.00128188 -0.00173181 -0.00232947 0.00106058 0.00154702 0.00241359
internal_weight=0 1310.32 704.346 431.96 397.179 340.381 605.97 514.102 345.273
internal_count=4780 757 455 281 266 242 302 248 138
is_linear=0
shrinkage=0.06


Tree=588
num_leaves=10
num_cat=0
split_feature=22 44 7 133 146 88 0 118 150
split_gain=0.0516713 0.137552 0.297036 0.344646 0.282364 0.303433 0.297998 0.648566 0.396612
threshold=0.00073092587990686308 0.0070226341485977182 0.0020292587578296666 0.0079489401541650313 0.0041444667149335155 0.00039601318712811922 0.0026833302108570938 0.00057154725072905432 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 -2 7 8 -7
right_child=1 2 3 -5 -6 6 -8 -9 -10
leaf_value=-8.4483808171085308e-05 -0.0031844369809284701 0.00057162607422972251 -0.0031552072367995437 0.00027533342671321587 0.0012748875654719264 -0.0024173171131963828 0.0014450275009232376 -0.0057175339763632493 0.0035031032267830789
leaf_weight=6994.3361947536469 113.10274422168732 569.44192969799042 222.21637284755707 200.59597790241241 899.53019344806671 74.333215475082397 314.78312373161316 81.540013790130615 90.120501041412354
leaf_count=3672 82 256 136 88 322 39 107 55 23
internal_value=0 0.000230314 -0.000322901 -0.00152765 0.000579193 -0.000349457 0.000222329 -0.00134228 0.000827068
internal_weight=0 2565.66 992.254 422.812 1573.41 673.88 560.777 245.994 164.454
internal_count=4780 1108 480 224 628 306 224 117 62
is_linear=0
shrinkage=0.06


Tree=589
num_leaves=10
num_cat=0
split_feature=0 16 123 70 104 88 38 107 125
split_gain=0.0488367 0.202746 0.271794 0.351286 0.265127 0.242502 0.205067 0.306029 0.173765
threshold=0.0087224207818508166 0.000490355829242617 0.0031340263085439806 0.013032016810029747 0.010829726699739696 0.064669914543628707 0.00070876078098081063 0.004017772153019906 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 8 5 -2 7 -6 -3
right_child=1 2 -4 -5 6 -7 -8 -9 -10
leaf_value=-8.2137581272402949e-05 0.00074669158504378724 -0.0015352282167779825 0.0010523250513231538 0.0012300958039255347 -0.0057044494343606944 -0.0034813653754694994 0.0012858625509274608 -0.00077934132140625991 -0.0068946825992489587
leaf_weight=6994.1670179367065 1974.8791941404343 32.635291337966919 95.085748434066772 46.27745509147644 64.294450879096985 50.073712468147278 82.419716477394104 154.70423924922943 65.463440895080566
leaf_count=3544 878 23 42 15 55 33 41 93 56
internal_value=0 0.000223898 -0.0014385 -0.00307895 0.000395014 0.000642139 -0.00126519 -0.00222527 -0.00511171
internal_weight=0 2565.83 239.462 144.376 2326.37 2024.95 301.418 218.999 98.0987
internal_count=4780 1236 136 94 1100 911 189 148 79
is_linear=0
shrinkage=0.06


Tree=590
num_leaves=10
num_cat=0
split_feature=45 137 134 0 81 34 75 142 51
split_gain=0.0492454 0.146039 0.24031 0.144417 0.221856 0.315755 0.171744 0.156881 0.197153
threshold=0.000490355829242617 0.0026833302108570938 0.00093549740267917525 0.0015833032084628942 0.013860232196748258 0.0079489401541650313 0.0015349716995842757 0.0044099434744566688 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -5 8 -8
right_child=-2 2 -4 4 5 -7 7 -9 -10
leaf_value=-0.00021494162520422372 -5.3196832964318936e-05 -0.0031267615865456142 0.0025732594912794915 0.0030912289643108756 -0.0049916217610676246 0.0026423052711195159 -0.001906492360663536 -0.0017493246155452663 0.0020873212858294756
leaf_weight=484.47953426837921 8294.2750704288483 95.471464872360229 36.925534963607788 181.89213764667511 46.663171529769897 33.514994025230408 53.484253406524658 68.48826539516449 264.80584037303925
leaf_count=262 4189 62 7 72 35 9 31 34 79
internal_value=0 0.000348598 -0.00153703 0.000568879 0.00115414 -0.00180059 0.00157073 0.000855682 0.00141622
internal_weight=0 1265.73 132.397 1133.33 648.849 80.1782 568.67 386.778 318.29
internal_count=4780 591 69 522 260 44 216 144 110
is_linear=0
shrinkage=0.06


Tree=591
num_leaves=10
num_cat=0
split_feature=21 142 0 59 100 44 133 26 65
split_gain=0.0542835 0.210198 0.237371 0.229746 0.165607 0.246161 0.232394 0.164421 0.198193
threshold=0.0056525857653468856 0.021960759535431865 0.0034400182776153092 0.0084566329605877417 0.0033348383149132137 0.00244467705488205 0.0048403022810816774 0.00055427959887310873 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 -2 6 -6 -4 -9
right_child=1 -3 3 -5 5 -7 -8 8 -10
leaf_value=-5.8762735099753682e-05 -0.0011774632630524244 0.0021517662783344651 -0.0012835272293541893 -0.0040144438258703967 0.0013758160859512309 0.00034668340645070125 0.0058246111244989263 -0.00056964543400118538 0.0031827473524963443
leaf_weight=8178.4604704380035 113.98244690895081 199.04127144813538 298.20072388648987 71.115532755851746 105.70308768749237 310.38461029529572 70.440528988838196 129.37217533588409 83.299419164657593
leaf_count=4026 68 67 201 51 56 177 16 91 27
internal_value=0 0.000347865 4.42271e-05 -0.000819284 0.000881103 0.00136338 0.00315491 -0.000374505 0.000900095
internal_weight=0 1381.54 1182.5 581.988 600.511 486.528 176.144 510.872 212.672
internal_count=4780 754 687 370 317 249 72 319 118
is_linear=0
shrinkage=0.06


Tree=592
num_leaves=10
num_cat=0
split_feature=124 35 67 89 31 9 89 141 36
split_gain=0.051919 0.324027 0.339704 0.229619 0.173765 0.223755 0.202016 0.161955 0.254401
threshold=0.013860232196748258 0.00087947337306104611 0.00080172589514404546 0.0035485138650983576 0.0081988852471113222 0.000490355829242617 0.00075379351619631063 0.0044099434744566688 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 -6 -4 8 -8
right_child=1 2 4 -5 5 -7 7 -9 -10
leaf_value=-6.3404572975611284e-05 -0.0041466619170111366 0.0015356126193126292 -0.0021872617130591584 0.00053895750188814612 -0.0066207736926636035 -0.00038786234524671153 -0.0021317058411747993 0.0022721275878713511 0.00098757230511919416
leaf_weight=7929.5146633386612 94.591762185096741 705.0684529542923 121.09281611442566 62.546886205673218 33.900710463523865 53.387824296951294 142.91790997982025 141.26677441596985 275.71246695518494
leaf_count=4054 76 254 79 24 29 26 78 52 108
internal_value=0 0.000308354 0.000584586 -0.00228162 -0.000288196 -0.00280857 3.48632e-05 0.000515458 -7.73306e-05
internal_weight=0 1630.49 1473.35 157.139 768.279 87.2885 680.99 559.897 418.63
internal_count=4780 726 626 100 372 55 317 238 186
is_linear=0
shrinkage=0.06


Tree=593
num_leaves=10
num_cat=0
split_feature=21 60 20 46 0 42 76 143 40
split_gain=0.0493005 0.164749 0.19183 0.256614 0.218762 0.168674 0.154862 0.243161 0.144248
threshold=0.0056525857653468856 0.013860232196748258 0.0030382014811038975 0.01884530205279589 0.0058306583669036635 0.004017772153019906 0.0010263677686452868 0.0044099434744566688 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -4 -5
right_child=1 -3 6 8 5 -7 -8 -9 -10
leaf_value=-5.6000780820417925e-05 0.00064426479655528481 0.0023895505803701645 0.0042596778694651959 -0.0018305897110809221 -0.00383189432046954 -0.00051552578614807608 -0.00010269621650180526 1.6425620579054188e-05 -0.0075374201197247782
leaf_weight=8178.4604704380035 550.7262487411499 127.14246511459351 112.13845312595367 45.494181513786316 75.887921929359436 202.63282990455627 157.13864839076996 85.830257415771484 24.548790335655212
leaf_count=4026 299 35 32 34 60 134 100 39 21
internal_value=0 0.000331514 0.000122917 -0.000343337 -4.87712e-05 -0.00141913 0.00130368 0.00242 -0.00383073
internal_weight=0 1381.54 1254.4 899.29 829.247 278.521 355.107 197.969 70.043
internal_count=4780 754 719 548 493 194 171 71 55
is_linear=0
shrinkage=0.06


Tree=594
num_leaves=10
num_cat=0
split_feature=122 63 43 57 123 12 42 68 75
split_gain=0.0471959 0.142503 0.132736 0.135474 0.131835 0.142627 0.230402 0.201118 0.0900027
threshold=0.0048403022810816774 0.0068083447404205808 0.0068083447404205808 0.00087947337306104611 0.0031340263085439806 0.00050559637020342063 0.0020932231564074759 0.0012357163941487672 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 -7 -8
right_child=1 -3 3 -5 -6 6 8 -9 -10
leaf_value=-3.3257106924398789e-05 0.003639011484452833 -0.0020030581975921252 -0.0028518263647887214 0.0020241700504826446 0.0040488659489895341 0.00026347648836192686 2.2096313487328767e-05 -0.0057627139991761594 0.0025644343637097359
leaf_weight=8999.9102573394775 57.870926141738892 69.753684520721436 59.618490815162659 31.273443102836609 56.605507016181946 46.373884201049805 89.240798354148865 34.973271369934082 114.38000404834747
leaf_count=4532 20 40 51 12 14 20 37 25 29
internal_value=0 0.000534398 0.000895368 -0.00117413 0.00136627 0.000923356 0.000371864 -0.00232734 0.0014502
internal_weight=0 560.09 490.336 90.8919 399.444 342.839 284.968 81.3472 203.621
internal_count=4780 248 208 63 145 131 111 45 66
is_linear=0
shrinkage=0.06


Tree=595
num_leaves=10
num_cat=0
split_feature=78 78 105 8 146 95 37 19 90
split_gain=0.0478295 0.174087 0.185694 0.181522 0.250177 0.209419 0.166706 0.238049 0.155662
threshold=0.00068727668258361529 0.0011980500421486797 0.0092791137285530585 0.00747153488919139 0.0032328735105693345 0.00099512818269431613 0.037906534969806678 0.014293605927377941 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -6 7 8 -1
right_child=1 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.0005677251444106881 -0.0016915919711615187 1.3162087353948699e-05 -0.0055321126690590604 -0.0038293095298926566 0.0031889268271767116 -0.0012038627839851665 0.0037332999040309541 0.001969938130251881 0.0010566955793775779
leaf_weight=843.84161472320557 215.58814918994904 7681.4468554258347 32.731720447540283 63.029031753540039 97.327299356460571 65.270582675933838 49.784425139427185 227.1934609413147 283.78712725639343
leaf_count=594 150 3591 28 49 39 46 18 96 169
internal_value=0 -5.56961e-05 -0.00117171 -0.00084823 -0.000351399 0.00142556 0.000323381 0.00019808 -0.000158912
internal_weight=0 8155.39 473.947 441.215 378.186 162.598 1404.61 1354.82 1127.63
internal_count=4780 3903 312 284 235 85 877 859 763
is_linear=0
shrinkage=0.06


Tree=596
num_leaves=10
num_cat=0
split_feature=94 18 51 24 91 116 91 149 83
split_gain=0.0502073 0.183923 0.212225 0.233206 0.204667 0.178952 0.338252 0.262288 0.301537
threshold=0.0048403022810816774 0.0066005610860884198 0.0022975050378590827 0.0054799309000372895 0.0028552538715302949 0.0026833302108570938 0.0042751494329422721 0.0013986918493174019 0.020658296532928947
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 -1 7 8 -7
right_child=1 2 3 -5 -6 6 -8 -9 -10
leaf_value=0.00022645014540238837 0.00038669905999013174 -0.0039333596310287171 -0.00049532565087391284 -0.0031487113154498479 0.0037918794352638173 -0.0023488160855277295 0.00044791693490757066 -0.00021343103207049422 -0.00029440583448743241
leaf_weight=3284.5929319858551 2520.5319256782532 74.429644584655762 130.93872249126434 74.429644584655762 57.774497032165527 626.22845423221588 1143.6562485694885 1210.9636832475662 436.454514503479
leaf_count=1723 1212 44 53 44 15 339 521 613 216
internal_value=0 0.000210555 -0.00110465 -0.000304553 0.000817201 -8.97937e-05 -0.000393756 -0.000817122 -0.00150505
internal_weight=0 2858.1 337.573 263.143 188.713 6701.9 3417.3 2273.65 1062.68
internal_count=4780 1368 156 112 68 3412 1689 1168 555
is_linear=0
shrinkage=0.06


Tree=597
num_leaves=10
num_cat=0
split_feature=11 19 0 10 78 47 102 76 119
split_gain=0.0465047 0.300319 0.136997 0.20614 0.176124 0.32337 0.181512 0.256343 0.199535
threshold=0.00017767510871635753 0.02129978779703379 0.0087224207818508166 0.017724351026117805 0.0092791137285530585 0.00073092587990686308 0.0036604277556762104 0.00038414125447161501 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 8 -8 -1
right_child=-2 -3 3 -5 5 -7 7 -9 -10
leaf_value=-0.00052769275134320528 -5.7602436645497769e-05 -0.0043749773657758388 0.0018029559563126423 -0.0016713203254964837 0.00038257597988524593 -0.0050662346792067145 0.0035590777354628277 -0.00032775245805857539 0.003287482945280632
leaf_weight=525.97275948524475 8037.1936960220337 47.832161545753479 411.32714951038361 72.284522771835327 100.73784029483795 64.198021769523621 133.08384430408478 112.90988600254059 54.460385203361511
leaf_count=327 3974 36 165 52 37 50 45 72 22
internal_value=0 0.000304019 0.000455755 0.00128366 5.18806e-05 -0.00173827 0.000409153 0.00177504 -0.000169726
internal_weight=0 1522.81 1474.97 483.612 991.363 164.936 826.427 245.994 580.433
internal_count=4780 806 770 217 553 87 466 117 349
is_linear=0
shrinkage=0.06


Tree=598
num_leaves=10
num_cat=0
split_feature=99 93 33 28 150 46 83 82 71
split_gain=0.048131 0.204581 0.203762 0.17162 0.315658 0.297451 0.272658 0.219093 0.168656
threshold=0.00017767510871635753 0.00040826165059115743 0.0046923852059990176 0.00017767510871635753 0.0041444667149335155 0.00017767510871635753 0.00093549740267917525 0.00017767510871635753 0.0013560238294303419
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 8 -8 -5
right_child=-2 -3 -4 4 -6 -7 7 -9 -10
leaf_value=0.00047864473365197827 -6.9741175331898192e-05 0.00082101192256375387 -0.0042497788360868725 -0.0055573038379459839 -0.0045895144352882111 -0.0028506871785546435 0.002632581250853363 -0.00027683218592878216 0.00061346981102650003
leaf_weight=199.02943074703217 7537.3244333267212 1084.7009208202362 46.759600639343262 33.900710463523865 39.745660543441772 187.72524702548981 253.30879843235016 147.40101182460785 30.104453086853027
leaf_count=126 3689 564 40 29 34 136 79 72 11
internal_value=0 0.000259884 -0.00038902 -0.000186456 0.000542578 -0.00113737 0.00098151 0.00156235 -0.00265492
internal_weight=0 2022.68 937.975 891.215 504.461 386.755 464.715 400.71 64.0052
internal_count=4780 1091 527 487 225 262 191 151 40
is_linear=0
shrinkage=0.06


Tree=599
num_leaves=10
num_cat=0
split_feature=27 77 21 68 95 65 146 0 106
split_gain=0.0493506 0.158933 0.210028 0.375819 0.3288 0.146295 0.141376 0.185492 0.207014
threshold=0.00017767510871635753 0.0013146653072908523 0.002945306478068233 0.0035485138650983576 0.0019071503775194289 0.0041444667149335155 0.013439828064292671 0.0038949446752667431 0.020035739988088611
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 7 8 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.00036499729004511698 -5.4329771503972071e-05 0.0033827756458750485 0.004517547435657179 -0.0029314829769535589 -0.0020490104909592351 -0.0032931766018894884 -0.002841869991512579 0.0020343259377364233 -0.0022824492430011177
leaf_weight=546.72529244422913 8249.6842730045319 159.68132734298706 64.788437128067017 74.526073694229126 53.580682516098022 47.832161545753479 54.846101641654968 176.33647489547729 131.99944269657135
leaf_count=330 4023 53 21 49 36 36 42 82 108
internal_value=0 0.000342058 0.00143115 0.000736329 0.00201807 -5.88763e-05 0.000111145 0.00030056 -0.000149882
internal_weight=0 1310.32 352.577 287.788 213.262 957.739 909.907 855.061 678.725
internal_count=4780 757 159 138 89 598 562 520 438
is_linear=0
shrinkage=0.06


Tree=600
num_leaves=10
num_cat=0
split_feature=37 142 72 23 104 95 65 24 44
split_gain=0.046893 0.218497 0.120169 0.0553222 0.182796 0.244639 0.317749 0.226509 0.195773
threshold=0.11766931414604188 0.00899649551138282 0.0012357163941487672 0.0049928687512874612 0.0063990866765379914 0.020658296532928947 0.0014881226234138014 0.019431582652032379 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 7 -7 8 -5
right_child=1 -3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.00018855570568897777 -0.00037590150538325325 0.0023649955568874107 -0.0048831100513200337 -0.00030459307160746527 -0.00030768143854852873 -4.2884667294357477e-05 -0.0046900992573962411 -0.0018510160695549959 0.0008043415573384088
leaf_weight=3172.5745893716812 38.383812308311462 42.86691415309906 47.832161545753479 717.02395904064178 2291.1696615219116 175.36034309864044 75.887921929359436 143.30362641811371 2855.5972775220871
leaf_count=1578 23 17 36 397 1242 91 60 98 1238
internal_value=0 -0.00113585 -0.00287648 1.55465e-05 0.000119013 0.000365443 -0.00144655 0.000487959 0.000581779
internal_weight=0 129.083 86.216 9430.92 6258.34 3967.17 251.248 3715.92 3572.62
internal_count=4780 76 59 4704 3126 1884 151 1733 1635
is_linear=0
shrinkage=0.06


Tree=601
num_leaves=10
num_cat=0
split_feature=22 22 9 87 73 90 107 71 123
split_gain=0.0480858 0.225332 0.240469 0.319174 0.296466 0.22122 0.244253 0.309778 0.289049
threshold=0.00073092587990686308 0.00040826165059115743 0.0011261500185355546 0.0013146653072908523 0.0012357163941487672 0.00017767510871635753 0.004017772153019906 0.0079489401541650313 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 7 8 -3
right_child=-2 2 3 -5 -6 -7 -8 -9 -10
leaf_value=7.1171004449036259e-05 0.00022217947625046984 -0.0042967081910139206 -0.00152112802402499 -0.00080786926653383506 -0.0078151835478953158 0.0012774306098749073 -0.0035375694360555675 0.0010840044788526192 -0.00031630610642440383
leaf_weight=5823.9014456272125 2565.6640721559525 103.55796587467194 49.977283358573914 183.44684410095215 58.449500799179077 224.9519100189209 106.18523323535919 264.31185412406921 179.55415761470795
leaf_count=3074 1108 64 28 93 50 99 81 113 70
internal_value=0 -8.14999e-05 -0.000841167 -0.00233326 -0.00491406 -0.000345468 -0.000904019 -0.000393182 -0.00177227
internal_weight=0 6994.34 1170.43 291.874 108.427 878.561 653.609 547.424 283.112
internal_count=4780 3672 598 171 78 427 328 247 134
is_linear=0
shrinkage=0.06


Tree=602
num_leaves=10
num_cat=0
split_feature=12 102 75 128 132 97 85 140 21
split_gain=0.0475089 0.107583 0.169119 0.0703021 0.0643271 0.174449 0.235716 0.267223 0.267505
threshold=0.052634395658969886 0.017724351026117805 0.023343417793512348 0.020035739988088611 0.0051502294372767219 0.0010918468469753864 0.0092791137285530585 0.00060774214216507982 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -6 -7 -8 -9
right_child=1 -3 -4 -5 5 6 7 8 -10
leaf_value=2.9934771952076695e-05 0.0023065338979351758 0.0030553248554647085 -0.0029750619683850772 -0.00031072701534109651 -0.0018213415502822934 0.00076414855403954111 0.00089955538706649042 -0.0068647366667971251 -0.0010375439111650179
leaf_weight=8388.5775452852249 82.034000039100647 58.943487048149109 47.735732436180115 67.222846269607544 258.165776014328 459.74972641468048 82.226858258247375 50.266570687294006 65.077724456787109
leaf_count=4250 21 16 31 28 152 172 31 43 36
internal_value=0 0.000806455 0.000133556 0.00112776 -2.2184e-05 -0.000499746 1.93162e-05 -0.00171391 -0.00357701
internal_weight=0 255.936 196.993 149.257 9304.06 915.487 657.321 197.571 115.344
internal_count=4780 96 80 49 4684 434 282 110 79
is_linear=0
shrinkage=0.06


Tree=603
num_leaves=10
num_cat=0
split_feature=0 109 10 65 40 118 33 118 69
split_gain=0.046324 0.249814 0.303552 0.244425 0.232712 0.279373 0.339967 0.307631 0.220798
threshold=0.0087224207818508166 0.013032016810029747 0.028884131461381916 0.0084566329605877417 0.0027679565828293566 0.00075379351619631063 0.022641776129603389 0.0023699469165876512 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 4 8 -3 6 -6 -7 -2
right_child=1 2 -4 -5 5 7 -8 -9 -10
leaf_value=-7.9996573172066895e-05 0.00040080110132321252 0.0022508001375226966 -0.0025763979322779374 -0.0027974128383095194 0.0023344378668900237 -0.0049166157209040275 -0.0030201313521293067 0.00031911720762711976 -0.0013070181793287507
leaf_weight=6994.1670179367065 1066.2017794847488 444.93857264518738 80.660311102867126 125.47948884963989 255.64677846431732 63.029031753540039 51.242702484130859 112.52416956424713 366.11041462421417
leaf_count=3544 499 179 69 68 81 49 34 52 205
internal_value=0 0.000218061 0.000954034 -0.000258183 0.0012611 0.000348333 0.00144036 -0.00156067 -3.57311e-05
internal_weight=0 2565.83 1008.04 1557.79 927.381 482.443 306.889 175.553 1432.31
internal_count=4780 1236 464 772 395 216 115 101 704
is_linear=0
shrinkage=0.06


Tree=604
num_leaves=10
num_cat=0
split_feature=124 35 132 16 28 29 4 85 101
split_gain=0.0496785 0.280219 0.313402 0.261255 0.172841 0.292225 0.186513 0.178757 0.169327
threshold=0.013860232196748258 0.00087947337306104611 0.0026012937305495147 0.0011980500421486797 0.0013986918493174019 0.0041444667149335155 0.0012745757703669371 0.0016331639490090313 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 4 8 6 -6 7 -3 -2
right_child=1 2 -4 -5 5 -7 -8 -9 -10
leaf_value=-6.2021413791837337e-05 -0.00070458327418280781 -0.0016421952572848407 -0.00028002505563725185 0.0026984622304838833 0.0013679232971166627 -0.0031779765876684568 0.0041299500022594403 0.0021574652131364459 -0.0051972277225281411
leaf_weight=7929.5146633386612 51.242702484130859 55.918662548065186 768.08564400672913 32.346004009246826 232.55626547336578 65.174153566360474 131.9148542881012 219.69737529754639 73.549941897392273
leaf_count=4054 34 38 362 8 76 41 44 65 58
internal_value=0 0.000301628 0.000558508 -0.0021069 0.00147174 0.000372811 0.00227458 0.00138657 -0.00335245
internal_weight=0 1630.49 1473.35 157.139 705.261 297.73 407.531 275.616 124.793
internal_count=4780 726 626 100 264 117 147 103 92
is_linear=0
shrinkage=0.06


Tree=605
num_leaves=10
num_cat=0
split_feature=24 135 50 29 71 92 87 64 51
split_gain=0.0472864 0.181948 0.266397 0.288285 0.24664 0.256193 0.189644 0.188726 0.174693
threshold=0.00047558375808876013 0.00017767510871635753 0.00087947337306104611 0.0032328735105693345 0.0058306583669036635 0.00017767510871635753 0.0020292587578296666 0.00060774214216507982 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 7 -1 -3
right_child=-2 8 3 4 5 -7 -8 -9 -10
leaf_value=-0.00071204431076047237 -5.3862712225655393e-05 -0.0039043712152911142 0.00013257890443006725 -0.0010963720951404055 0.0064577329211634709 0.0023156941800674402 -0.0043209105133890655 0.0022745041844950435 -0.0002139334699519867
leaf_weight=338.34394156932831 8220.6286994218826 61.956470847129822 296.7542872428894 51.146273374557495 73.94749903678894 196.89614963531494 40.721792340278625 98.303431153297424 181.30172228813171
leaf_count=196 4126 53 126 29 19 75 25 30 101
internal_value=0 0.000330592 0.000660035 0.00148163 0.00272496 0.00344658 -0.000404885 -3.96758e-05 -0.00115387
internal_weight=0 1339.37 1096.11 618.744 321.99 270.844 477.369 436.647 243.258
internal_count=4780 654 500 249 123 94 251 226 154
is_linear=0
shrinkage=0.06


Tree=606
num_leaves=10
num_cat=0
split_feature=98 115 0 81 92 52 125 64 20
split_gain=0.0458328 0.207606 0.355903 0.359758 0.22699 0.190674 0.341797 0.230401 0.253605
threshold=0.00043393640953581786 0.024810968898236755 0.0098710241727530974 0.0013146653072908523 0.0092791137285530585 0.00047558375808876013 0.015200819820165636 0.00040826165059115743 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 -1 8 -7
right_child=-2 2 4 -5 -6 7 -8 -9 -10
leaf_value=0.00014376104396159002 6.9540272186302334e-05 -0.0044059508431783887 -0.0078579168121692133 0.00046932093948430558 -0.0011510878730611857 -0.00010094709686035399 0.0042509201258221063 0.0020581321784134804 -0.0022186376882175601
leaf_weight=274.24234890937805 7467.6434965133667 69.946542739868164 45.59061062335968 246.58414566516876 30.200882196426392 931.65965783596039 99.375992059707642 134.25283432006836 260.50375604629517
leaf_count=151 3772 50 39 88 16 438 26 46 154
internal_value=0 -0.00024819 -0.00149231 -0.00060801 -0.00518542 3.89187e-05 0.00123619 -0.000298324 -0.000563691
internal_weight=0 2092.36 392.322 316.531 75.7915 1700.03 373.618 1326.42 1192.16
internal_count=4780 1008 193 138 55 815 177 638 592
is_linear=0
shrinkage=0.06


Tree=607
num_leaves=10
num_cat=0
split_feature=27 68 27 42 50 70 96 20 88
split_gain=0.0493763 0.217185 0.188836 0.268048 0.322463 0.296998 0.291528 0.270299 0.307189
threshold=0.0060143163427710542 0.019431582652032379 0.0036604277556762104 0.00075379351619631063 0.007706565549597145 0.0026012937305495147 0.00066645268816500913 0.00070876078098081063 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 7 -4 -5 -9
right_child=1 -3 3 5 -6 -7 -8 8 -10
leaf_value=5.5219782011818495e-05 0.00012237420491728037 0.0030256381474436664 0.0022287345053076286 -0.0011019005899609883 0.0036879895274188313 -0.00010089952229482193 -0.0028587686438751492 -0.0059762850414342254 -0.0011087813630874773
leaf_weight=6314.5388987064362 2017.1556929349899 97.230870246887207 70.53695809841156 271.90436887741089 94.989319324493408 403.72279405593872 95.375035762786865 116.80257248878479 77.743756413459778
leaf_count=3238 924 34 21 149 37 188 57 95 37
internal_value=0 0.000255882 -7.26647e-05 -0.000786615 0.000900235 -0.00129238 -0.000695833 -0.00232363 -0.00403115
internal_weight=0 2114.39 7445.61 1131.07 260.901 870.173 165.912 466.451 194.546
internal_count=4780 958 3822 584 115 469 78 281 132
is_linear=0
shrinkage=0.06


Tree=608
num_leaves=10
num_cat=0
split_feature=10 54 137 53 53 94 135 150 92
split_gain=0.0501639 0.244573 0.243981 0.346642 0.183283 0.191467 0.180941 0.134369 0.150718
threshold=0.0013986918493174019 0.00046126570669002836 0.00044738779251929378 0.0011980500421486797 0.015675474889576439 0.0062037324532866487 0.0020932231564074759 0.0022272822679951791 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 7 -6 -5 8 -1
right_child=1 -3 -4 6 5 -7 -8 -9 -10
leaf_value=0.00036337688272460467 0.0030295854902920353 1.9655104840836945e-07 0.0037654400257324991 -0.0031982273559652968 -0.0052729395363599954 0.00055013429686305571 0.0017541120771411855 -0.0011202700894653373 -0.00089431529258803281
leaf_weight=1487.7605518102646 103.17224943637848 6777.8920242786407 123.92478239536285 86.215973854064941 51.435560703277588 33.611423134803772 38.383812308311462 411.79745435714722 445.80643463134766
leaf_count=658 44 3418 47 59 44 14 23 249 224
internal_value=0 8.02464e-05 0.00162297 0.000457301 -0.000235402 -0.0029716 -0.00167263 -0.000136183 7.34013e-05
internal_weight=0 7129.59 351.697 227.772 2430.41 85.047 124.6 2345.36 1933.57
internal_count=4780 3591 173 126 1189 58 82 1131 882
is_linear=0
shrinkage=0.06


Tree=609
num_leaves=10
num_cat=0
split_feature=82 34 7 138 45 19 7 103 8
split_gain=0.0460641 0.111963 0.13449 0.197237 0.138922 0.115945 0.11455 0.219749 0.124068
threshold=0.0070226341485977182 0.0053125319536775359 0.00073092587990686308 0.00096484774257987748 0.011880517937242987 0.0072436286136507997 0.011519505176693203 0.0049928687512874612 0.017724351026117805
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 8 -3
right_child=1 6 3 -5 -6 -7 -8 -9 -10
leaf_value=-4.6978524096356425e-05 0.00016826474193988626 -0.0004810649002498423 0.0039223271407751196 0.00037470824635631715 0.0030675124362010589 -0.0033284196026832622 0.0030048459435973634 0.0033206020932020621 -0.0038026479378597522
leaf_weight=8480.9632786512375 162.00746667385101 467.02927243709564 110.96946310997009 114.76572048664093 46.373884201049805 43.252630591392517 38.190954089164734 52.122405171394348 44.325191497802734
leaf_count=4152 114 311 31 49 20 37 13 20 33
internal_value=0 0.00036924 0.00105539 0.00211869 0.000101535 -0.00056856 -0.000175161 -0.000390693 -0.000768986
internal_weight=0 1079.04 477.369 225.735 251.634 205.26 601.668 563.477 511.354
internal_count=4780 628 251 80 171 151 377 364 344
is_linear=0
shrinkage=0.06


Tree=610
num_leaves=10
num_cat=0
split_feature=4 22 116 51 51 28 147 36 116
split_gain=0.0449456 0.236741 0.20237 0.27191 0.391497 0.272949 0.499956 0.334492 0.238162
threshold=0.0010585968848317864 0.0045489775948226461 0.0026833302108570938 0.0015833032084628942 0.0092791137285530585 0.001792412775103003 0.00747153488919139 0.001792412775103003 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 7 -7 -5 -1
right_child=-2 -3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.00043103024706268715 0.0001354246917656203 0.0019472227583504037 -0.00063445402296937966 -0.0015395447981541052 0.0012949837371182239 -0.0034999870347293357 0.0019322717877468978 -0.005777086443095155 0.0010913024148897891
leaf_weight=546.5324342250824 4588.2434766292572 190.85834133625031 2177.9704881906509 300.6351330280304 257.58720135688782 94.398903965950012 172.34735929965973 86.312402963638306 1145.1145259141922
leaf_count=320 2194 60 1155 208 122 66 54 64 537
internal_value=0 -0.000124978 -0.000207703 0.000149377 -0.000686152 -0.00146682 9.84831e-06 -0.00248477 0.000599472
internal_weight=0 4971.76 4780.9 2602.93 911.281 653.694 266.746 386.948 1691.65
internal_count=4780 2586 2526 1371 514 392 120 272 857
is_linear=0
shrinkage=0.06


Tree=611
num_leaves=10
num_cat=0
split_feature=99 148 35 33 14 93 110 31 145
split_gain=0.0463947 0.162353 0.337699 0.145972 0.136101 0.210686 0.321759 0.300765 0.328016
threshold=0.00017767510871635753 0.054214311763644225 0.020035739988088611 0.001792412775103003 0.0095705352723598498 0.00040826165059115743 0.0019071503775194289 0.0014427106943912806 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 -2
right_child=4 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.00039679993693054739 0.00075718126302398573 -0.0068556757907594322 0.0025059054499688353 -0.0018781853921532132 -0.00087456753939544295 -0.00022304288080884701 0.0020695982230797601 0.0011830105829033692 -0.0012297980512660403
leaf_weight=1891.3513946533203 515.5719598531723 36.238690495491028 43.939475059509277 51.146273374557495 685.46122860908508 4568.5279824733734 382.88567268848419 672.52959072589874 712.34799897670746
leaf_count=1018 205 31 13 29 370 2364 121 236 393
internal_value=0 0.000255154 -0.00178485 -0.00394236 -6.84717e-05 1.21702e-05 0.000482788 0.000163091 -0.000395517
internal_weight=0 2022.68 131.324 87.385 7537.32 6851.86 2283.34 1900.45 1227.92
internal_count=4780 1091 73 60 3689 3319 955 834 598
is_linear=0
shrinkage=0.06


Tree=612
num_leaves=10
num_cat=0
split_feature=58 5 135 135 56 136 86 97 14
split_gain=0.0500205 0.148214 0.191502 0.261006 0.361611 0.306463 0.233961 0.459049 0.366173
threshold=0.0062037324532866487 0.0011261500185355546 0.02129978779703379 0.00064626874518580746 0.00038414125447161501 0.0036604277556762104 0.0015833032084628942 0.018276390619575981 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 7 8 -3
right_child=-2 2 -4 4 -6 -7 -8 -9 -10
leaf_value=7.1052701709355278e-05 0.00023203777765183256 -0.00078078194724265674 0.0029200208909030924 -0.0011657147090593251 -0.0036551117806663167 0.0046572166735210519 0.0011978113997209807 0.0028375858121850598 -0.0049527126197853825
leaf_weight=5416.2724208831787 2477.7022371292114 568.26109898090363 54.556814312934875 268.68668615818024 218.90226101875305 37.021964073181152 320.33878648281097 110.87303400039673 87.384963870048523
leaf_count=2445 1495 314 27 161 143 12 97 26 60
internal_value=0 -8.11771e-05 -0.000576078 -0.00069444 -0.00179353 -0.000460545 -0.000163925 -0.000733014 -0.00133682
internal_weight=0 7082.3 1666.03 1611.47 524.611 305.709 1086.86 766.519 655.646
internal_count=4780 3285 840 813 316 173 497 400 374
is_linear=0
shrinkage=0.06


Tree=613
num_leaves=10
num_cat=0
split_feature=70 92 51 108 58 121 100 97 24
split_gain=0.0499228 0.127271 0.158063 0.232894 0.129308 0.129001 0.147783 0.162246 0.212922
threshold=0.017188700847327713 0.037906534969806678 0.0068083447404205808 0.013032016810029747 0.00060774214216507982 0.012636432424187662 0.010829726699739696 0.0012745757703669371 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 8 -6
right_child=1 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-3.8509811117585045e-05 0.0021988909601549375 -0.0023903416628857596 0.0010590622866868734 0.0062371034498879532 -0.0054744251247317898 0.0016531940423147643 -0.0032036728375839504 0.0016527504353392823 6.7426156595412542e-05
leaf_weight=8860.9933036565781 89.047940135002136 51.242702484130859 136.88010168075562 40.528934121131897 36.238690495491028 89.433656573295593 77.153341054916382 98.303431153297424 80.178165555000305
leaf_count=4423 27 34 63 15 31 47 66 30 44
internal_value=0 0.000488171 0.000715882 0.00224198 0.000140266 -0.000340491 -0.000951381 -0.000142086 -0.00165766
internal_weight=0 699.007 647.764 177.409 470.355 381.307 291.874 214.72 116.417
internal_count=4780 357 323 78 245 218 171 105 75
is_linear=0
shrinkage=0.06


Tree=614
num_leaves=10
num_cat=0
split_feature=5 45 58 12 23 54 23 44 52
split_gain=0.0473479 0.126944 0.108646 0.0994882 0.0588053 0.143361 0.216655 0.259336 0.405101
threshold=0.064669914543628707 0.0012357163941487672 0.011519505176693203 0.00050559637020342063 0.0049928687512874612 0.00073092587990686308 0.0063990866765379914 0.0013146653072908523 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 -6 -8 -9
right_child=1 2 3 -5 5 -7 7 8 -10
leaf_value=-0.00023464627343071197 0.0028252645235738194 -0.0024834717825762695 0.0021447308011817877 -0.0016832365784063333 0.0024583599667221167 -3.0188376133133222e-05 -0.001691516567280986 0.004581539684616838 0.00012626679351887896
leaf_weight=3103.89346575737 77.743756413459778 49.001151561737061 75.502205491065979 36.142261385917664 214.14171254634857 5359.2219939231873 178.18046867847443 91.385920166969299 374.78733098506927
leaf_count=1534 37 37 40 26 75 2706 118 29 178
internal_value=0 0.000834977 -0.000128214 0.000905517 -2.13536e-05 8.51225e-05 0.000804959 0.000255475 0.000999653
internal_weight=0 238.389 160.646 111.644 9321.61 6217.72 858.495 644.354 466.173
internal_count=4780 140 103 66 4640 3106 400 325 207
is_linear=0
shrinkage=0.06


Tree=615
num_leaves=10
num_cat=0
split_feature=51 122 21 40 140 33 40 95 129
split_gain=0.0479174 0.29379 0.182488 0.216564 0.181413 0.177879 0.244725 0.218206 0.163288
threshold=0.00043393640953581786 0.00017767510871635753 0.002945306478068233 0.0041444667149335155 0.05109804309904576 0.0070226341485977182 0.00080172589514404546 0.00244467705488205 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 8 -8
right_child=-2 -3 3 -5 -6 -7 7 -9 -10
leaf_value=0.00046813944014246171 6.1318879986852252e-05 -0.0021269341880213429 0.00036398016630449027 0.0037701261254735529 -0.0032177468949925012 0.0024609518667655567 0.00033975426315877819 -0.0044892983384901908 -0.0025604035783205361
leaf_weight=505.42492544651031 7911.4367605447769 264.39644253253937 264.20358431339264 90.120501041412354 73.646371006965637 86.902818322181702 172.92593395709991 73.646371006965637 117.29655873775482
leaf_count=275 3832 177 167 23 63 35 84 63 61
internal_value=0 -0.000294269 5.57977e-05 0.00123032 -0.000348303 -0.000127298 -0.000386044 -0.00157253 -0.000832376
internal_weight=0 1648.56 1384.17 354.324 1029.84 956.197 869.294 363.869 290.222
internal_count=4780 948 771 190 581 518 483 208 145
is_linear=0
shrinkage=0.06


Tree=616
num_leaves=10
num_cat=0
split_feature=44 25 12 132 96 80 71 91 114
split_gain=0.0466935 0.195192 0.237619 0.340193 0.206025 0.199876 0.158476 0.190612 0.274135
threshold=0.013439828064292671 0.0022975050378590827 0.00040826165059115743 0.00080172589514404546 0.0079489401541650313 0.0022272822679951791 0.030689206905663017 0.00066645268816500913 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 -4 5 -5 7 -2 -9
right_child=1 2 3 4 -6 -7 -8 8 -10
leaf_value=5.9018646030492695e-05 -0.0033362958755556137 0.0011814212252467175 -0.0045261468280972392 3.1307831436622869e-05 0.0031250135936822928 -0.0050691296987383028 0.0010162572991946762 -0.00083063778490107042 0.0018958221327116643
leaf_weight=7979.3227698802948 73.453512787818909 93.723900198936462 134.14456450939178 81.057868242263794 42.770485043525696 41.987211465835571 423.8849116563797 510.19731462001801 179.45772850513458
leaf_count=3954 53 31 100 30 12 31 220 284 65
internal_value=0 -0.000297928 -0.00145567 -0.00227964 -0.000462216 -0.00170914 8.60529e-05 -0.000430649 -0.000121175
internal_weight=0 1580.68 393.684 299.96 165.816 123.045 1186.99 763.109 689.655
internal_count=4780 826 204 173 73 61 622 402 349
is_linear=0
shrinkage=0.06


Tree=617
num_leaves=10
num_cat=0
split_feature=21 82 109 68 20 68 135 149 35
split_gain=0.0454321 0.159207 0.150515 0.185365 0.187426 0.253777 0.179439 0.197167 0.170163
threshold=0.0056525857653468856 0.0038949446752667431 0.0017376682371832433 0.0017376682371832433 0.00090704852482303988 0.0027679565828293566 0.0063990866765379914 0.016164712607860569 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -6 -8 -7
right_child=1 -3 3 4 6 8 7 -9 -10
leaf_value=-5.3758804581294841e-05 0.0036317528321690327 -0.00079827871049619088 -0.0027670803301682407 0.0040166587607386494 0.0018903462396470945 0.00065573378290910281 -0.0037979482594876265 0.0027265576635192626 -0.0020214251212836419
leaf_weight=8178.4604704380035 59.039916157722473 344.96032452583313 58.353071689605713 43.939475059509277 458.38787817955017 154.60781013965607 44.421620607376099 26.693912148475647 191.13578796386719
leaf_count=4026 21 241 45 13 161 88 38 13 134
internal_value=0 0.000318242 0.000689806 0.000512123 0.000720298 -0.000278419 0.00145529 -0.00134891 -0.000824267
internal_weight=0 1381.54 1036.58 977.54 919.186 389.683 529.503 71.1155 345.744
internal_count=4780 754 513 492 447 235 212 51 222
is_linear=0
shrinkage=0.06


Tree=618
num_leaves=10
num_cat=0
split_feature=10 54 77 27 141 44 128 22 133
split_gain=0.0476536 0.209721 0.198608 0.246248 0.18306 0.179257 0.166023 0.190083 0.177972
threshold=0.0013986918493174019 0.00046126570669002836 0.00899649551138282 0.0026012937305495147 0.0038949446752667431 0.0028552538715302949 0.05109804309904576 0.00057154725072905432 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -5 -2 7 -1 -9
right_child=1 -3 -4 4 -6 -7 -8 8 -10
leaf_value=-0.00074385239612210271 -0.0021281066254907628 4.08575997598194e-06 -0.00097842073394615757 0.0021678652426890162 0.0067785409505594953 0.0022924136057839912 0.0019901632831075479 -0.00085339303949107841 0.0010175879790835461
leaf_weight=1492.4009897708893 53.677111625671387 6777.8920242786407 87.09567654132843 68.391836285591125 56.70193612575531 85.830257415771484 115.54899406433105 274.92919337749481 547.53224742412567
leaf_count=839 41 3418 45 29 19 39 30 127 193
internal_value=0 7.82128e-05 0.00150679 0.00232481 0.00425777 0.000591566 -0.000229437 -0.00034023 0.000392164
internal_weight=0 7129.59 351.697 264.601 125.094 139.507 2430.41 2314.86 822.461
internal_count=4780 3591 173 128 48 80 1189 1159 320
is_linear=0
shrinkage=0.06


Tree=619
num_leaves=10
num_cat=0
split_feature=61 46 109 10 39 17 52 144 149
split_gain=0.0455938 0.141306 0.171833 0.371022 0.251911 0.317661 0.217669 0.164548 0.163367
threshold=0.0037758676335215573 0.096724390983581557 0.014740333426743748 0.017724351026117805 0.0063990866765379914 0.00057154725072905432 0.016164712607860569 0.0011261500185355546 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 -2 8 -7
right_child=1 -3 3 -5 5 7 -8 -9 -10
leaf_value=-8.4479780094949184e-05 0.00028318330866566481 0.0021947257888946261 0.0017237020057665575 -0.0011020258232019254 -0.0058430757063513339 -0.00069022571859838808 -0.0032224625262475283 1.3755700493738902e-06 -0.0060825748761542311
leaf_weight=6752.9575175046921 1480.2407847642899 122.65936326980591 545.77284204959869 241.20950043201447 54.846101641654968 44.035904169082642 66.632430911064148 214.23814165592194 37.407680511474609
leaf_count=3377 745 41 221 167 42 18 57 80 32
internal_value=0 0.000203235 0.000112236 0.000857619 -0.000196925 -0.00164924 0.000132176 -0.000871326 -0.00316697
internal_weight=0 2807.04 2684.38 786.982 1897.4 350.528 1546.87 295.682 81.4436
internal_count=4780 1403 1362 388 974 172 802 130 50
is_linear=0
shrinkage=0.06


Tree=620
num_leaves=10
num_cat=0
split_feature=27 27 37 15 61 70 21 46 84
split_gain=0.0442342 0.166153 0.166316 0.242997 0.278922 0.297418 0.36605 0.274657 0.434325
threshold=0.0060143163427710542 0.0036604277556762104 0.02129978779703379 0.0027679565828293566 0.00043393640953581786 0.0022272822679951791 0.00077738583786413084 0.0053125319536775359 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -5 6 -6 -3 -9
right_child=-2 2 -4 4 5 -7 -8 8 -10
leaf_value=5.1181159963062202e-05 0.00024219193581687736 0.0019768620811007774 -0.0044986709574642344 -0.0062158828853872061 0.00055418675999448208 0.00030756876307927125 -0.0036233179977075377 0.001155292970806082 -0.0053376845073938271
leaf_weight=6314.5388987064362 2114.3865631818771 223.49363267421722 40.81822144985199 38.576670527458191 113.69315958023071 331.72755861282349 224.84364020824432 98.399860262870789 59.522061705589294
leaf_count=3238 958 83 30 33 53 151 153 35 46
internal_value=0 -6.87771e-05 -0.000738477 -0.000597699 -0.00125477 -0.000969235 -0.00222036 0.000623432 -0.00129196
internal_weight=0 7445.61 1131.07 1090.26 708.841 670.264 338.537 381.416 157.922
internal_count=4780 3822 584 554 390 357 206 164 81
is_linear=0
shrinkage=0.06


Tree=621
num_leaves=10
num_cat=0
split_feature=58 46 142 79 133 98 1 68 124
split_gain=0.0474886 0.157719 0.290826 0.298085 0.242437 0.114757 0.116682 0.256262 0.243864
threshold=0.0062037324532866487 0.029773407615721229 0.00899649551138282 0.0026012937305495147 0.012252715881913902 0.15615913271903994 0.0032328735105693345 0.024810968898236755 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 8 -8 -1
right_child=1 2 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.00046767070088960991 0.0003988560672129603 -0.00025534776873321462 -0.0047378716572685923 -0.0031485997599799394 0.0048871646513241745 -0.0029726346724567856 0.00042773460533069945 -0.0027863434584139229 0.0005389275089710512
leaf_weight=3629.7697961330414 2192.1675451993942 97.905874013900757 61.956470847129822 75.887921929359436 49.784425139427185 49.001151561737061 2172.2811707258224 93.133484840393066 1138.1124265193939
leaf_count=1856 1295 69 53 60 18 37 860 60 472
internal_value=0 0.000226089 -0.00110031 -9.2299e-05 0.00147812 -7.9096e-05 -5.89366e-05 0.000295601 -0.000227392
internal_weight=0 2477.7 285.535 223.578 147.69 7082.3 7033.3 2265.41 4767.88
internal_count=4780 1495 200 147 87 3285 3248 920 2328
is_linear=0
shrinkage=0.06


Tree=622
num_leaves=10
num_cat=0
split_feature=33 117 128 44 117 129 100 35 29
split_gain=0.0447076 0.166319 0.364666 0.151495 0.159154 0.304541 0.189218 0.246773 0.289897
threshold=0.00077738583786413084 0.00062670491752214741 0.004017772153019906 0.024810968898236755 0.016668972559273246 0.007706565549597145 0.00044738779251929378 0.00073092587990686308 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 -1 -8 -9
right_child=1 -3 -4 -5 5 -7 7 8 -10
leaf_value=9.3963733282295149e-05 0.0026438979360847714 2.7873042063485652e-05 -0.003096285837084514 -0.0025688685233649948 0.00019273143208992387 0.0043088989915925141 0.00060970111607615166 -0.0001439444579760336 -0.0026367238810107458
leaf_weight=1691.176655292511 213.16558074951172 6145.3364744186401 49.001151561737061 93.133484840393066 344.09246253967285 79.696020007133484 259.43119513988495 294.99488186836243 389.97236049175262
leaf_count=773 84 3049 37 60 196 19 158 154 250
internal_value=0 9.10114e-05 0.00157101 -0.000184982 -0.000112412 0.000966802 -0.000285944 -0.000966263 -0.00156316
internal_weight=0 6407.5 262.167 3152.5 3059.36 423.788 2635.58 944.398 684.967
internal_count=4780 3170 121 1610 1550 215 1335 562 404
is_linear=0
shrinkage=0.06


Tree=623
num_leaves=10
num_cat=0
split_feature=53 51 145 149 92 94 52 39 7
split_gain=0.0506403 0.145042 0.203633 0.333534 0.200231 0.369918 0.318226 0.400407 0.303104
threshold=0.0033348383149132137 0.0015833032084628942 0.0020932231564074759 0.0016331639490090313 0.00055427959887310873 0.0022272822679951791 0.0042751494329422721 0.00747153488919139 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 8 7 -7 -6
right_child=-2 2 3 -5 5 6 -8 -9 -10
leaf_value=0.00023043234000181932 0.0001218556790340974 -0.0015660482168456224 -0.0026760844562218953 -0.00010219643679787309 -0.0027872083013097274 0.00259196389355603 -0.0011875092597758831 -0.00085437606604740974 0.00024379985862915972
leaf_weight=1902.3781317472458 5374.8164212703705 273.16978800296783 340.77835071086884 387.15223491191864 212.08117914199829 451.27750897407532 182.37428319454193 166.00842297077179 269.96394598484039
leaf_count=934 2680 155 203 223 147 150 97 83 108
internal_value=0 -0.000156493 -0.000478938 -0.00130715 -9.11997e-05 0.000223135 0.00101454 0.00166513 -0.00108973
internal_weight=0 4185.18 2282.81 727.931 1554.88 1281.71 799.66 617.286 482.045
internal_count=4780 2100 1166 426 740 585 330 233 255
is_linear=0
shrinkage=0.06


Tree=624
num_leaves=10
num_cat=0
split_feature=52 109 85 31 132 25 65 65 150
split_gain=0.0464201 0.204407 0.260643 0.258767 0.25736 0.231345 0.213582 0.193487 0.192844
threshold=0.00899649551138282 0.00747153488919139 0.0005375427135732026 0.0032328735105693345 0.0020292587578296666 0.0038949446752667431 0.0019071503775194289 0.011169348377734424 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 6 8 -4 -2
right_child=1 -3 4 -5 -6 -7 -8 -9 -10
leaf_value=-6.5871309730428039e-05 0.0032858548246173344 -0.00030894278162391353 -0.0024281833504551094 -0.0024678406920821548 0.0016147967071639385 0.0041323006286125025 0.0034494197282341722 0.0019686121634502657 -0.0011171165924400317
leaf_weight=7658.8875542879105 48.711864233016968 1026.4442782402039 179.06017136573792 45.301323294639587 158.60876643657684 158.51233732700348 104.14838123321533 45.108465075492859 135.217125415802
leaf_count=3852 22 524 104 24 57 52 35 14 96
internal_value=0 0.000265371 0.000939343 0.00185302 -0.000234781 0.00229132 0.00127833 -0.00154344 4.8969e-05
internal_weight=0 1901.11 874.668 491.891 382.777 446.59 288.077 224.169 183.929
internal_count=4780 928 404 229 175 205 153 118 118
is_linear=0
shrinkage=0.06


Tree=625
num_leaves=10
num_cat=0
split_feature=53 84 52 44 60 5 38 53 85
split_gain=0.0487086 0.171478 0.119925 0.300582 0.0753675 0.16259 0.118543 0.0815545 0.217826
threshold=0.059226244688034065 0.0011261500185355546 0.016164712607860569 0.0044099434744566688 0.079227816313505187 0.00096484774257987748 0.0010263677686452868 0.030689206905663017 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 7 -6 -7 -1 -9
right_child=1 -3 3 -5 5 6 -8 8 -10
leaf_value=3.0685308152072857e-05 0.0020718855924454832 -0.0013817538297900326 -0.0025127355402745754 0.0045265125545924248 -0.0043628081486299193 -0.0019387162442134395 0.0023949448280818678 0.00030580086308589773 -0.0025256934822258789
leaf_weight=8569.5172325372696 228.36245095729828 115.34429514408112 72.380951881408691 31.273443102836609 45.397752404212952 50.073712468147278 41.601495027542114 241.79991579055786 164.24901759624481
leaf_count=4213 97 79 57 12 29 33 11 138 111
internal_value=0 0.000611249 0.00130363 -0.000388932 -3.00077e-05 -0.0014263 2.78654e-05 -8.68377e-06 -0.000839554
internal_weight=0 447.361 332.017 103.654 9112.64 137.073 91.6752 8975.57 406.049
internal_count=4780 245 166 69 4535 73 44 4462 249
is_linear=0
shrinkage=0.06


Tree=626
num_leaves=10
num_cat=0
split_feature=10 54 58 18 95 29 148 135 122
split_gain=0.0449575 0.176314 0.324205 0.452884 0.270017 0.254091 0.238809 0.17777 0.172754
threshold=0.0013986918493174019 0.00073092587990686308 0.0045489775948226461 0.0037758676335215573 0.0021592099219560628 0.0087224207818508166 0.0028552538715302949 0.0079489401541650313 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 8 -4
right_child=1 -3 7 -5 6 -7 -8 -9 -10
leaf_value=-0.00022285151824540531 0.0022608862138608203 -2.1743185963394266e-05 -0.003298108192202419 -0.0024062523800076653 0.007266997501633966 -0.0028700349849980992 0.0027244813891009407 0.0025608992995561661 0.00060497875720964725
leaf_weight=2430.4114246368408 178.288738489151 6439.0540964603424 106.37809145450592 75.405776381492615 65.860998034477234 43.156201481819153 113.40387225151062 41.794353246688843 66.246714472770691
leaf_count=1189 64 3256 91 35 17 32 38 21 37
internal_value=0 7.5968e-05 0.000987099 0.00185956 0.0026623 0.00126095 0.00439338 -0.000950183 -0.00180025
internal_weight=0 7129.59 690.535 476.116 400.71 221.445 179.265 214.419 172.625
internal_count=4780 3591 335 186 151 96 55 149 128
is_linear=0
shrinkage=0.06


Tree=627
num_leaves=10
num_cat=0
split_feature=136 18 71 125 97 125 86 92 87
split_gain=0.0449938 0.249169 0.320721 0.171885 0.280367 0.246606 0.22413 0.281749 0.227382
threshold=0.0003614811430452392 0.024810968898236755 0.0048403022810816774 0.015200819820165636 0.00064626874518580746 0.0048403022810816774 0.00096484774257987748 0.00082683752407319855 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 7 -7 -8
right_child=1 2 -4 4 -6 6 8 -9 -10
leaf_value=-8.9338791454128137e-05 0.00010597936089313671 0.00014155079687786412 -0.0067422706201376477 -5.1301889455712739e-05 -0.0047818003844531153 -0.0013377384816114979 -0.0028059275674393314 0.0032871759501777401 0.0011408645158671538
leaf_weight=6498.6844279766083 2079.2813405990601 57.870926141738892 42.083640575408936 176.43290400505066 60.594622611999512 56.991223454475403 67.415704488754272 282.34069061279297 238.30478644371033
leaf_count=3248 1105 20 36 87 42 34 38 94 76
internal_value=0 0.000189652 -0.00275673 0.000289101 -0.00126062 0.000423933 0.00144883 0.00251042 0.000270541
internal_weight=0 3061.32 99.9546 2961.36 237.028 2724.33 645.052 339.332 305.72
internal_count=4780 1532 56 1476 129 1347 242 128 114
is_linear=0
shrinkage=0.06


Tree=628
num_leaves=10
num_cat=0
split_feature=51 18 141 110 140 83 18 36 66
split_gain=0.0433669 0.203085 0.272262 0.183972 0.176725 0.133956 0.253204 0.249458 0.208174
threshold=0.00043393640953581786 0.0015833032084628942 0.0056525857653468856 0.00044738779251929378 0.0012357163941487672 0.0032328735105693345 0.00017767510871635753 0.00017767510871635753 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 -1 7 8 -7
right_child=-2 2 3 -5 -6 6 -8 -9 -10
leaf_value=0.0007556083340024848 5.8334678018758767e-05 -0.0013799240031372138 0.0021962948440729605 -0.0032205692339372306 -0.0065355247049984052 -0.00079922512827016368 0.0014184615958944243 -0.0028137115248834848 0.0024888957797523543
leaf_weight=502.70122897624969 7911.4367605447769 41.794353246688843 60.11247706413269 36.142261385917664 56.01509165763855 471.8980907201767 204.00651884078979 194.64275801181793 81.250726461410522
leaf_count=253 3832 21 17 26 43 325 86 137 40
internal_value=0 -0.000279947 -0.00210309 0.000162341 -0.00433252 -3.66973e-05 -0.000455161 -0.000966308 -0.000316241
internal_weight=0 1648.56 194.064 96.2547 97.8094 1454.5 951.798 747.792 553.149
internal_count=4780 948 107 43 64 841 588 502 365
is_linear=0
shrinkage=0.06


Tree=629
num_leaves=10
num_cat=0
split_feature=81 36 25 145 95 0 144 54 92
split_gain=0.0447454 0.136959 0.127424 0.120222 0.0570791 0.0551378 0.262353 0.236123 0.225742
threshold=0.04273676127195359 0.0012357163941487672 0.00042089859198313212 0.0030382014811038975 0.00066645268816500913 0.0087224207818508166 0.0032328735105693345 0.0031340263085439806 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -4 -1 7 8 -7
right_child=1 3 4 -5 -6 6 -8 -9 -10
leaf_value=-6.6322751694953142e-05 -0.00016047971189139942 -0.001143754609854401 -0.0025858472064139285 0.0029377930749357691 -0.0064645641650677588 0.0014647011584572756 -0.00075232841066531504 -0.00035299569074038827 -0.00097266158725543513
leaf_weight=6948.865694642067 47.542874217033386 59.232774376869202 29.128321290016174 46.27745509147644 25.717780351638794 1018.5743168592453 659.4541609287262 567.18853807449341 158.01835107803345
leaf_count=3520 21 31 20 15 22 414 333 318 86
internal_value=0 -0.000870612 -0.00243391 0.000646438 -0.00440461 1.93539e-05 0.000267085 0.000652601 0.00113736
internal_weight=0 207.899 102.389 105.51 54.8461 9352.1 2403.24 1743.78 1176.59
internal_count=4780 109 63 46 42 4671 1151 818 500
is_linear=0
shrinkage=0.06


Tree=630
num_leaves=10
num_cat=0
split_feature=139 94 114 75 108 84 86 25 30
split_gain=0.0434406 0.120438 0.117984 0.0631955 0.211531 0.169349 0.167172 0.139717 0.0746105
threshold=0.0032328735105693345 0.0014427106943912806 0.0066005610860884198 0.032603342086076743 0.0005375427135732026 0.00037263428384903824 0.0022975050378590827 0.0079489401541650313 0.025578102096915249
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 8 5 -5 7 -6 -1
right_child=1 2 -4 4 6 -7 -8 -9 -10
leaf_value=-2.3151749949035167e-05 -0.0014565994434893304 0.0002519983491916029 0.0032220384568586277 -0.0011000949937193781 0.0014271332605202947 -0.0072921211100753711 -0.0030688729357326149 -0.0016837301583658205 0.00090563533979513421
leaf_weight=8599.3933053016663 66.150285363197327 114.47643315792084 83.106560945510864 34.876842260360718 179.45772850513458 29.224750399589539 57.087652564048767 73.164225459098816 323.06248295307159
leaf_count=4391 32 34 17 20 65 25 39 38 119
internal_value=0 0.00075935 0.00150124 -2.15426e-05 -0.000785829 -0.00392312 -0.000136494 0.000526167 1.04776e-05
internal_weight=0 263.733 197.583 9296.27 373.811 64.1016 309.71 252.622 8922.46
internal_count=4780 83 51 4697 187 45 142 103 4510
is_linear=0
shrinkage=0.06


Tree=631
num_leaves=10
num_cat=0
split_feature=58 117 38 20 1 43 19 126 78
split_gain=0.0429108 0.118514 0.199132 0.202377 0.18766 0.183141 0.17977 0.233128 0.186912
threshold=0.0062037324532866487 0.0036604277556762104 0.0030382014811038975 0.0030382014811038975 0.00093549740267917525 0.0011261500185355546 0.017188700847327713 0.0010918468469753864 0.012252715881913902
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -3 -9
right_child=1 6 -4 -5 5 -7 -8 8 -10
leaf_value=-7.5187068990504129e-05 0.001615617095677039 -0.00094887294045502312 0.0034597665166642266 -0.0016899339539593616 -0.0022015463714102055 0.0011990025226059603 0.001152303650414027 0.0013153068174626859 -0.0029885172141750028
leaf_weight=7082.2980297803879 440.34720098972321 888.95007979869843 89.1443692445755 130.63759446144104 114.2717342376709 113.78958868980408 329.58243680000305 330.16101145744324 40.81822144985199
leaf_count=3285 239 608 32 97 83 58 159 189 30
internal_value=0 0.000214916 0.000770039 0.000469964 0.000892107 -0.000504866 -9.52774e-05 -0.00042163 0.000841764
internal_weight=0 2477.7 888.19 799.046 668.409 228.061 1589.51 1259.93 370.979
internal_count=4780 1495 509 477 380 141 986 827 219
is_linear=0
shrinkage=0.06


Tree=632
num_leaves=10
num_cat=0
split_feature=12 99 27 102 75 133 132 132 89
split_gain=0.0457829 0.0846303 0.160512 0.0789248 0.062129 0.134286 0.139815 0.125743 0.184315
threshold=0.052634395658969886 0.00050559637020342063 0.0046923852059990176 0.00899649551138282 0.017188700847327713 0.01884530205279589 0.00080172589514404546 0.0015349716995842757 0.0013560238294303419
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 7 -6 -7 -1 -9
right_child=1 2 -4 -5 5 6 -8 8 -10
leaf_value=4.0837799687054141e-05 -0.0020252114343882318 0.0035232366806651014 -0.00040777152646002463 0.0012674361214165663 0.00014001482776367376 2.9856708696656258e-05 0.0038320934286468575 -0.0011802112004386225 9.3417527095626969e-05
leaf_weight=6719.0212849378586 56.991223454475403 80.865010023117065 69.560826301574707 48.519006013870239 807.74671614170074 62.546886205673218 78.527029991149902 821.07591116428375 815.14637267589569
leaf_count=3525 34 20 30 12 332 24 18 427 358
internal_value=0 0.000791671 0.00170544 -0.000511083 -2.17773e-05 0.00043832 0.00214632 -7.40258e-05 -0.000545705
internal_weight=0 255.936 150.426 105.51 9304.06 948.821 141.074 8355.24 1636.22
internal_count=4780 96 50 46 4684 374 42 4310 785
is_linear=0
shrinkage=0.06


Tree=633
num_leaves=10
num_cat=0
split_feature=22 122 101 102 1 136 7 20 36
split_gain=0.0430175 0.148875 0.263749 0.185421 0.198169 0.250338 0.248333 0.286506 0.246614
threshold=0.00073092587990686308 0.00017767510871635753 0.028020657598972324 0.0056525857653468856 0.0027679565828293566 0.0003614811430452392 0.00040826165059115743 0.0014881226234138014 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 -8
right_child=1 2 -4 -5 -6 -7 7 -9 -10
leaf_value=-7.7085264194446849e-05 0.00073980022404608679 0.0021593427493366074 0.0020296122643689266 0.00080323541305041344 -4.4810579037691316e-05 -0.0041492610845129058 -0.0019636754293350512 -0.0058782734473799541 0.0025246982603749899
leaf_weight=6994.3361947536469 1095.0526541471481 73.067796349525452 171.17836928367615 310.49288010597229 504.26777613162994 117.87513339519501 185.78482413291931 50.170141577720642 57.774497032165527
leaf_count=3672 445 33 53 123 215 91 95 38 15
internal_value=0 0.000210145 -0.00018425 -0.000475889 -0.000877489 -0.00174383 -0.000970818 -0.00174947 -0.000898992
internal_weight=0 2565.66 1470.61 1299.43 988.94 484.672 366.797 293.729 243.559
internal_count=4780 1108 663 610 487 272 181 148 110
is_linear=0
shrinkage=0.06


Tree=634
num_leaves=10
num_cat=0
split_feature=114 140 45 132 125 83 72 21 37
split_gain=0.0445054 0.140958 0.196159 0.141315 0.227299 0.368723 0.183741 0.207568 0.150895
threshold=0.007706565549597145 0.021960759535431865 0.0045489775948226461 0.0013560238294303419 0.0036604277556762104 0.0038949446752667431 0.079227816313505187 0.00099512818269431613 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 8 -6 -5 -8 -2
right_child=1 2 -4 6 5 -7 7 -9 -10
leaf_value=-6.5722137823495609e-05 0.00051157243518282593 -0.00091600526695037501 0.0036018292903132578 -2.5057765865232362e-05 0.0015441329828329237 -0.0048066872723301016 -0.0056705916524797109 0.00028003091235136049 0.0030495419491691433
leaf_weight=7600.9929467439651 162.21216559410095 53.387824296951294 98.303431153297424 1248.7807615995407 79.792449116706848 56.01509165763855 45.494181513786316 39.359944105148315 175.66147112846375
leaf_count=3950 65 26 30 547 24 43 34 14 47
internal_value=0 0.000255003 0.00201177 0.000107554 0.000997788 -0.00107532 -0.000208639 -0.00291037 0.00183107
internal_weight=0 1959.01 151.691 1807.32 473.681 135.808 1333.63 84.8541 337.874
internal_count=4780 830 56 774 179 67 595 48 112
is_linear=0
shrinkage=0.06


Tree=635
num_leaves=10
num_cat=0
split_feature=99 7 123 118 60 91 73 142 19
split_gain=0.0470313 0.156888 0.296388 0.232895 0.137077 0.260112 0.245986 0.245513 0.136906
threshold=0.00017767510871635753 0.0072436286136507997 0.0010263677686452868 0.00047558375808876013 0.0033348383149132137 0.0049928687512874612 0.00060774214216507982 0.0037758676335215573 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 8 6 -6 -8 -1
right_child=-2 2 -4 -5 5 -7 7 -9 -10
leaf_value=0.00057155093575126346 -6.8939869763634269e-05 -0.0058865604782043987 0.0011950261906369748 -0.00075382700796786984 0.0032412877784972097 0.0047880146741453361 0.0015318080665482896 -0.0037572947554038129 -0.00070807469604059403
leaf_weight=1103.1036330461502 7537.3244333267212 59.522061705589294 101.90683031082153 68.391836285591125 77.743756413459778 71.609519004821777 64.788437128067017 61.667183518409729 413.94257616996765
leaf_count=624 3689 46 38 29 37 17 21 38 241
internal_value=0 0.000256898 -0.00121901 -0.00314224 0.000446091 0.00167652 0.000585367 -0.00104747 0.000222391
internal_weight=0 2022.68 229.821 127.914 1792.86 275.809 204.199 126.456 1517.05
internal_count=4780 1091 113 75 978 113 96 59 865
is_linear=0
shrinkage=0.06


Tree=636
num_leaves=10
num_cat=0
split_feature=81 36 15 134 73 133 50 12 125
split_gain=0.0403254 0.117293 0.147848 0.146141 0.0799977 0.052768 0.194952 0.184986 0.0886512
threshold=0.04273676127195359 0.0012357163941487672 0.0011261500185355546 0.00038414125447161501 0.00017767510871635753 0.044033329933881767 0.0038949446752667431 0.00075379351619631063 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 -2 -1 8 -8 -7
right_child=1 2 -4 -5 -6 6 7 -9 -10
leaf_value=-4.9276857888908923e-06 -0.0018557296712190972 0.0021589289878607733 -0.0026122928726331858 0.0011450524130126247 -0.0058848477425234007 0.00062676533652397096 0.00076640066935375632 -0.0046808463620536299 0.0036034331890603555
leaf_weight=9108.6381695270538 37.214822292327881 70.53695809841156 34.973271369934082 31.273443102836609 33.900710463523865 64.884866237640381 62.643315315246582 34.973271369934082 80.96143913269043
leaf_count=4566 22 21 25 12 29 26 29 25 25
internal_value=0 -0.000826495 0.000577421 -0.00227321 -0.00377641 1.83732e-05 0.000890124 -0.00118519 0.00227916
internal_weight=0 207.899 105.51 102.389 71.1155 9352.1 243.463 97.6166 145.846
internal_count=4780 109 46 63 51 4671 105 54 51
is_linear=0
shrinkage=0.06


Tree=637
num_leaves=10
num_cat=0
split_feature=27 100 54 106 19 61 141 79 99
split_gain=0.0431803 0.141451 0.225407 0.311415 0.145337 0.249798 0.169278 0.144252 0.289366
threshold=0.00017767510871635753 0.0021592099219560628 0.0031340263085439806 0.00099512818269431613 0.00096484774257987748 0.0013146653072908523 0.00085274505545385193 0.00082683752407319855 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -6 8 -3
right_child=-2 7 4 -5 6 -7 -8 -9 -10
leaf_value=0.0013458872393935241 -5.0819960415668756e-05 -0.00095917669335579808 -0.0025853388835694923 -0.0023189919625573978 0.004249751058302836 0.0021014541342764684 0.00071379819957521418 -0.0016744254781094158 0.0025230429013841107
leaf_weight=189.38822329044342 8249.6842730045319 234.3884185552597 59.522061705589294 149.24500560760498 130.64943516254425 131.13158071041107 77.743756413459778 202.63282990455627 135.61468255519867
leaf_count=103 4023 171 46 108 38 63 37 134 57
internal_value=0 0.00031996 0.000869212 -0.000269326 0.00183538 0.000638237 0.00293062 -0.000387597 0.000317137
internal_weight=0 1310.32 737.68 338.633 399.047 190.654 208.393 572.636 370.003
internal_count=4780 757 395 211 184 109 75 362 228
is_linear=0
shrinkage=0.06


Tree=638
num_leaves=10
num_cat=0
split_feature=52 109 133 68 150 109 130 51 73
split_gain=0.0450416 0.174429 0.360243 0.215879 0.179382 0.336567 0.260808 0.206107 0.177413
threshold=0.00899649551138282 0.00747153488919139 0.01884530205279589 0.0079489401541650313 0.0019672545604407792 0.0026012937305495147 0.00040826165059115743 0.0015833032084628942 0.007706565549597145
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 8 -6 -7 -2
right_child=1 2 -4 -5 6 7 -8 -9 -10
leaf_value=-6.4885900545762391e-05 -5.6298119706144189e-05 -4.3532608396242757e-05 -0.0058696570445680172 0.0026942560574342148 -0.0031549437190205205 0.0042022549199254682 0.0012337371938327087 0.00093824182453564205 -0.0048060545946171608
leaf_weight=7658.8875542879105 174.19135308265686 986.69861769676208 39.745660543441772 186.56809771060944 106.18523323535919 122.65936326980591 90.120501041412354 161.13960468769073 33.8042813539505
leaf_count=3852 90 490 34 76 81 41 23 69 24
internal_value=0 0.000261402 -0.00026913 0.000883993 0.000393167 0.00100522 -0.00114018 0.00234896 -0.000828248
internal_weight=0 1901.11 1026.44 874.668 688.1 491.795 196.306 283.799 207.996
internal_count=4780 928 524 404 328 224 104 110 114
is_linear=0
shrinkage=0.06


Tree=639
num_leaves=10
num_cat=0
split_feature=70 77 79 94 25 22 148 77 84
split_gain=0.043 0.197641 0.151023 0.169201 0.111556 0.114433 0.114593 0.14993 0.117148
threshold=0.017188700847327713 0.007706565549597145 0.0013146653072908523 0.00080172589514404546 0.0032328735105693345 0.0017376682371832433 0.027182282879948619 0.00044738779251929378 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -4 -9
right_child=1 -3 4 -5 -6 -7 -8 8 -10
leaf_value=-3.5740107714678655e-05 0.0033164678451613524 0.0025112481476093616 0.00061804826774504603 -0.00032563863164872996 -0.0034355910581210349 0.0027533535576960561 0.00092886336950947514 -0.00405626694724437 -2.9731059207127557e-05
leaf_weight=8860.9933036565781 85.73382830619812 135.42182433605194 70.826245427131653 98.88200581073761 47.832161545753479 38.190954089164734 98.496289372444153 86.40883207321167 37.214822292327881
leaf_count=4423 34 47 36 60 36 13 40 69 22
internal_value=0 0.000453061 -4.14932e-05 0.00136572 -0.000727021 -0.000335773 -0.000738498 -0.00158308 -0.00284415
internal_weight=0 699.007 563.585 184.616 378.969 331.137 292.946 194.45 123.624
internal_count=4780 357 310 94 216 180 167 127 91
is_linear=0
shrinkage=0.06


Tree=640
num_leaves=10
num_cat=0
split_feature=53 114 115 34 124 73 146 42 102
split_gain=0.0422674 0.166684 0.254325 0.490006 0.427047 0.273054 0.269519 0.291426 0.26843
threshold=0.0033348383149132137 0.007706565549597145 0.0038949446752667431 0.0053125319536775359 0.00073092587990686308 0.00073092587990686308 0.015675474889576439 0.0023699469165876512 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 7 -6 -9
right_child=1 -3 3 4 6 -7 -8 8 -10
leaf_value=-0.00014297149875287544 -0.00026920951274458433 0.000916839479961403 -0.0025043129404825823 -0.0043435910674933719 0.0028296441323288758 0.00080625298197038535 -0.0031775645525383891 0.0039604784536099958 -0.00050243679844078645
leaf_weight=4185.1838456392288 1814.0779430866241 789.04287588596344 396.88987147808075 71.115532755851746 196.51043319702148 1599.0193022489548 64.005163550376892 55.436517000198364 388.71878206729889
leaf_count=2100 1065 316 251 51 55 704 40 13 185
internal_value=0 0.000111327 -2.72721e-05 -0.000789571 8.76862e-05 0.000234639 0.000534892 0.000905781 5.45947e-05
internal_weight=0 5374.82 4585.77 1172.68 775.786 3413.1 704.671 640.666 444.155
internal_count=4780 2680 2364 595 344 1769 293 253 198
is_linear=0
shrinkage=0.06


Tree=641
num_leaves=10
num_cat=0
split_feature=99 47 47 107 85 28 34 94 104
split_gain=0.0425266 0.183721 0.186963 0.199071 0.316764 0.252883 0.172959 0.181041 0.212838
threshold=0.00017767510871635753 0.00017767510871635753 0.0032328735105693345 0.0019071503775194289 0.0010585968848317864 0.00017767510871635753 0.0010263677686452868 0.0033348383149132137 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 7 8 -3
right_child=-2 2 3 -5 5 -7 -8 -9 -10
leaf_value=-0.0022898404456178183 -6.5555183810954852e-05 -0.00071253972040500419 -0.0033775376938105744 0.00035596589934586847 -0.0035387258055650603 0.0020753492415346414 0.00033672384891855067 0.0045859431095918767 0.0030142333181152397
leaf_weight=98.002303123474121 7537.3244333267212 101.12355673313141 149.53429293632507 909.42516613006592 39.649231433868408 106.38993215560913 412.88185596466064 84.275550961494446 121.39394414424896
leaf_count=74 3689 57 123 537 29 32 186 18 35
internal_value=0 0.000244286 0.000373321 -8.36888e-05 -0.00143643 0.000551143 0.00113852 0.00221758 0.00132059
internal_weight=0 2022.68 1924.67 1205 295.573 146.039 719.675 306.793 222.518
internal_count=4780 1091 1017 721 184 61 296 110 92
is_linear=0
shrinkage=0.06


Tree=642
num_leaves=10
num_cat=0
split_feature=94 75 143 35 82 30 26 116 25
split_gain=0.043743 0.173303 0.20796 0.247337 0.291465 0.289778 0.256766 0.255012 0.20822
threshold=0.0054799309000372895 0.0062037324532866487 0.0079489401541650313 0.013439828064292671 0.00096484774257987748 0.0037758676335215573 0.00017767510871635753 0.0030382014811038975 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 7 -7 -3 -4
right_child=1 2 8 4 -6 6 -8 -9 -10
leaf_value=-7.8236570677285756e-05 -0.00015610289245017266 -0.0014277162761497392 -0.0011107971746111907 -0.0057294300317223424 -0.00022691846216067488 -0.0043106344277117929 0.0017664006235235804 0.0032093631497850873 0.0024572341424977666
leaf_weight=6970.0039440393448 1662.3139399290085 55.725804328918457 70.826245427131653 49.001151561737061 118.36911964416504 58.160213470458984 43.939475059509277 182.57898211479187 349.08139133453369
leaf_count=3543 886 28 36 37 57 35 13 48 97
internal_value=0 0.000210544 0.00086754 5.06132e-05 -0.00183789 0.000979156 -0.00169533 0.00212502 0.00185541
internal_weight=0 2590 927.682 507.775 167.37 340.404 102.1 238.305 419.908
internal_count=4780 1237 351 218 94 124 48 76 133
is_linear=0
shrinkage=0.06


Tree=643
num_leaves=10
num_cat=0
split_feature=58 95 5 77 32 11 67 102 94
split_gain=0.0446238 0.137303 0.125635 0.193216 0.419342 0.483896 0.238221 0.207135 0.326191
threshold=0.0062037324532866487 0.072653736919164671 0.0011261500185355546 0.0026833302108570938 0.00099512818269431613 0.0014427106943912806 0.0054799309000372895 0.00042089859198313212 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 7 8 -5
right_child=1 -3 3 6 5 -7 -8 -9 -10
leaf_value=6.3482517691437163e-05 0.00015362720319396056 0.0032632148407111578 -0.00020758791437273315 0.0014450431119394872 5.0437065149870089e-05 -0.0052033672133897984 -0.0036068559128789018 0.00063748268504879588 -0.0059566993722605455
leaf_weight=5416.2724208831787 2425.4834028482437 52.218834280967712 497.53128266334534 40.528934121131897 103.26867854595184 162.29675400257111 59.522061705589294 757.38371634483337 45.494181513786316
leaf_count=2445 1470 25 283 15 49 129 46 284 34
internal_value=0 0.000219163 -7.66731e-05 -0.000532321 -0.00123518 -0.00316035 6.16908e-05 0.000320592 -0.00246944
internal_weight=0 2477.7 7082.3 1666.03 763.097 265.565 902.929 843.407 86.0231
internal_count=4780 1495 3285 840 461 178 379 333 49
is_linear=0
shrinkage=0.06


Tree=644
num_leaves=10
num_cat=0
split_feature=82 75 72 88 115 132 5 131 40
split_gain=0.0437423 0.0966984 0.150777 0.221225 0.122549 0.231153 0.104227 0.306126 0.166697
threshold=0.0070226341485977182 0.013860232196748258 0.0084566329605877417 0.0023699469165876512 0.00068727668258361529 0.0017376682371832433 0.0011261500185355546 0.00070876078098081063 0.018276390619575981
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 -6 -8
right_child=1 -3 3 -5 5 -7 8 -9 -10
leaf_value=-4.5779261026089628e-05 -0.00027732432228229386 0.0021298506692181297 -0.0041762732063400816 0.00021891662852394395 0.0034780450140637284 -0.0024739645372794565 0.0014695288077630759 -0.0029780606878362795 0.0048385519420549765
leaf_weight=8480.9632786512375 368.2436957359314 100.73784029483795 65.463440895080566 111.35517954826355 51.049844264984131 53.677111625671387 202.05425524711609 54.846101641654968 71.609519004821777
leaf_count=4152 256 37 56 51 24 41 104 42 17
internal_value=0 0.000359814 0.000177549 -0.00140831 0.000527413 0.00121143 0.00173261 0.00013427 0.0023511
internal_weight=0 1079.04 978.299 176.819 801.481 433.237 379.56 105.896 273.664
internal_count=4780 628 591 107 484 228 187 66 121
is_linear=0
shrinkage=0.06


Tree=645
num_leaves=10
num_cat=0
split_feature=25 131 123 39 27 141 8 86 54
split_gain=0.0442684 0.105713 0.207171 0.179571 0.188098 0.151429 0.119555 0.111372 0.0886158
threshold=0.030689206905663017 0.0053125319536775359 0.00052132029668428015 0.00017767510871635753 0.0036604277556762104 0.00085274505545385193 0.0048403022810816774 0.0015833032084628942 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 8 5 -5 -7 -6 -2
right_child=1 2 -4 4 7 6 -8 -9 -10
leaf_value=-3.8472149215361692e-05 -0.00012491417878506035 0.0010460379700257462 -0.0039287916838989531 0.0042949293327434069 -0.0024655762449524469 -0.00042684179662575913 0.0022645706508108879 0.00067323292619643482 -0.0034775010064602521
leaf_weight=8780.4057402610779 78.912746429443359 67.029988050460815 54.749672532081604 81.937570929527283 59.329203486442566 90.409788370132446 173.32349109649658 129.57687425613403 44.325191497802734
leaf_count=4477 38 18 37 16 36 38 45 42 33
internal_value=0 0.000433304 -0.00119054 0.000733923 0.0012099 0.00204191 0.00134193 -0.000312564 -0.00133074
internal_weight=0 779.595 121.78 657.815 534.577 345.671 263.733 188.906 123.238
internal_count=4780 303 55 248 177 99 83 78 71
is_linear=0
shrinkage=0.06


Tree=646
num_leaves=10
num_cat=0
split_feature=70 51 77 102 94 93 31 70 125
split_gain=0.0416157 0.123018 0.180228 0.116382 0.273646 0.132928 0.118625 0.103705 0.232847
threshold=0.017188700847327713 0.0068083447404205808 0.007706565549597145 0.0056525857653468856 0.00080172589514404546 0.0028552538715302949 0.0012357163941487672 0.013032016810029747 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 3 -3 4 -2 -6 -5 -1 -9
right_child=1 2 -4 6 5 -7 -8 8 -10
leaf_value=-8.0981626654240173e-06 0.0021278491362085655 0.00059150977558808349 0.004608701713615943 -0.0004432842361079019 -0.0036694922973223901 -0.00072849429416245632 0.0028172963038650928 0.00049161487737838568 -0.0042493904227126162
leaf_weight=8709.6031762361526 90.313359260559082 146.32845091819763 55.436517000198364 76.671195507049561 84.070852041244507 161.81460845470428 84.37198007106781 84.854125618934631 66.536001801490784
leaf_count=4323 33 76 13 41 67 104 23 48 52
internal_value=0 0.000445709 0.00169526 -6.13211e-05 -0.000696627 -0.00173405 0.00126496 -3.51601e-05 -0.00159206
internal_weight=0 699.007 201.765 497.242 336.199 245.885 161.043 8860.99 151.39
internal_count=4780 357 89 268 204 171 64 4423 100
is_linear=0
shrinkage=0.06


Tree=647
num_leaves=10
num_cat=0
split_feature=58 77 125 102 121 61 42 109 29
split_gain=0.0421132 0.120082 0.156037 0.177014 0.235522 0.215085 0.16934 0.229445 0.21584
threshold=0.0062037324532866487 0.00057154725072905432 0.00042089859198313212 0.0048403022810816774 0.0098710241727530974 0.00244467705488205 0.0031340263085439806 0.013032016810029747 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 -4 -8
right_child=-2 -3 6 5 -6 -7 8 -9 -10
leaf_value=-0.0014927305731852619 0.00021290889723918097 3.996835980290397e-05 -0.0036959503187262688 0.003638953414764212 0.0014005156853779924 -0.00038553551592062664 0.00026618230386181072 0.00040651880360793375 -0.0035663836807513618
leaf_weight=328.59446430206299 2477.7022371292114 5830.9255229234695 173.79379594326019 92.554910182952881 146.424880027771 98.88200581073761 277.36360251903534 68.391836285591125 65.367011785507202
leaf_count=227 1495 2544 129 30 81 60 134 29 51
internal_value=0 -7.4485e-05 -0.000607795 1.9878e-05 -0.000600886 0.0015602 -0.00132297 -0.00253744 -0.000464781
internal_weight=0 7082.3 1251.37 666.456 475.019 191.437 584.916 242.186 342.731
internal_count=4780 3285 741 398 308 90 343 158 185
is_linear=0
shrinkage=0.06


Tree=648
num_leaves=10
num_cat=0
split_feature=24 11 81 92 29 71 45 117 39
split_gain=0.0421885 0.148987 0.266569 0.210752 0.185409 0.324093 0.271203 0.301835 0.228792
threshold=0.0032328735105693345 0.0016846025246195497 0.027182282879948619 0.088838413357734694 0.010180860292166473 0.0022975050378590827 0.004017772153019906 0.010829726699739696 0.02129978779703379
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -6 -7 -8 -1
right_child=-2 -3 -4 -5 5 6 7 -9 -10
leaf_value=-0.00022362126585935286 0.00014729777595598733 -0.00038889416625206169 -0.0046361586461422565 0.0021804833468821354 -0.0038687409568572469 -0.00096899083099807003 0.00089001992103369964 0.0051893067251770602 0.0031086333737869788
leaf_weight=1803.5807143449783 4041.096945643425 3044.5642622709274 39.745660543441772 200.59597790241241 37.407680511474609 80.467452883720398 116.12756872177124 119.0559641122818 77.358039975166321
leaf_count=938 2021 1498 34 88 32 59 60 33 17
internal_value=0 -0.000107856 0.00023795 0.000317522 0.000150242 0.00141189 0.0020377 0.00306643 -8.65744e-05
internal_weight=0 5518.9 2474.34 2434.59 2234 353.059 315.651 235.184 1880.94
internal_count=4780 2759 1261 1227 1139 184 152 93 955
is_linear=0
shrinkage=0.06


Tree=649
num_leaves=10
num_cat=0
split_feature=52 19 102 142 59 14 94 0 24
split_gain=0.0448681 0.248033 0.182461 0.202369 0.171503 0.16875 0.164237 0.245547 0.259956
threshold=0.00047558375808876013 0.011880517937242987 0.0028552538715302949 0.00073092587990686308 0.0030382014811038975 0.0026012937305495147 0.00017767510871635753 0.035692447796463973 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -3 -4 -1 8 -8
right_child=-2 4 3 -5 -6 -7 7 -9 -10
leaf_value=-0.0016214705992646683 -4.8902354991660932e-05 -0.0029966578540309252 0.0032690196460022415 -0.00049701267873669339 0.00092322886338025391 0.00057933930032281935 0.001781844938858107 0.0048606476998469131 -0.001727052539282702
leaf_weight=166.87628495693207 8374.6579349040985 121.18924522399902 227.00060272216797 128.79360067844391 60.11247706413269 133.27670252323151 155.1017963886261 43.939475059509277 149.05214738845825
leaf_count=128 4184 84 86 61 17 55 54 13 98
internal_value=0 0.000345504 0.000714319 0.0015443 -0.00169698 0.00227403 -7.39155e-05 0.000667984 6.22923e-05
internal_weight=0 1185.34 1004.04 489.071 181.302 360.277 514.97 348.093 304.154
internal_count=4780 596 495 202 101 141 293 165 152
is_linear=0
shrinkage=0.06


Tree=650
num_leaves=10
num_cat=0
split_feature=122 8 43 62 140 51 77 93 97
split_gain=0.0446223 0.131296 0.120858 0.134709 0.0878668 0.088528 0.0864674 0.148421 0.0731141
threshold=0.0048403022810816774 0.0095705352723598498 0.0068083447404205808 0.0018488886416889729 0.00244467705488205 0.0049928687512874612 0.0011261500185355546 0.00082683752407319855 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 5 -2 -6 -8 -1
right_child=1 -3 3 -5 6 -7 7 -9 -10
leaf_value=6.9297715012959482e-05 -0.0024324778739158903 -0.0022387900983030359 -0.0031215174645602365 0.0016438413316736131 0.002868719645842387 0.0014727734323495521 0.0025707977294241202 -0.00071555886846705829 -0.00032009129220139204
leaf_weight=6650.8223068714142 41.890782356262207 55.918662548065186 52.604550719261169 35.949403166770935 134.05997610092163 41.697924137115479 97.038012027740479 100.93069851398468 2349.0879504680634
leaf_count=3506 26 38 45 16 36 16 24 47 1026
internal_value=0 0.000519623 0.000825565 -0.00118697 0.00125437 -0.000484357 0.00169209 0.000895309 -3.23376e-05
internal_weight=0 560.09 504.171 88.554 415.617 83.5887 332.029 197.969 8999.91
internal_count=4780 248 210 61 149 42 107 71 4532
is_linear=0
shrinkage=0.06


Tree=651
num_leaves=10
num_cat=0
split_feature=25 39 27 28 102 131 36 58 8
split_gain=0.0408125 0.114543 0.132139 0.213987 0.151785 0.126684 0.154775 0.120711 0.0990199
threshold=0.030689206905663017 0.00017767510871635753 0.0046923852059990176 0.013032016810029747 0.0048403022810816774 0.0013146653072908523 0.00096484774257987748 0.001792412775103003 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 8 4 7 6 -2 -4 -3
right_child=1 2 3 -5 -6 -7 -8 -9 -10
leaf_value=-3.6939909126877383e-05 -9.4045657383566824e-05 0.00045234045262967123 -0.0068079924228795574 0.0015119397403480985 0.00038381563515938128 0.0017036602634152409 -0.0051175768237922952 -0.0015481949676068481 0.0022251223327431099
leaf_weight=8780.4057402610779 46.566742420196533 237.32865464687347 32.731720447540283 94.79646110534668 41.697924137115479 37.021964073181152 41.987211465835571 30.200882196426392 217.26296615600586
leaf_count=4477 30 85 28 27 16 12 31 16 58
internal_value=0 0.000416046 0.000734729 -0.000552901 -0.00242367 -0.0012437 -0.00247592 -0.00428386 0.00129961
internal_weight=0 779.595 654.019 199.427 104.631 125.576 88.554 62.9326 454.592
internal_count=4780 303 230 87 60 73 61 44 143
is_linear=0
shrinkage=0.06


Tree=652
num_leaves=10
num_cat=0
split_feature=33 134 92 4 91 75 5 106 68
split_gain=0.0424143 0.164665 0.188577 0.186954 0.2992 0.200198 0.18222 0.187592 0.176735
threshold=0.0098710241727530974 0.00017767510871635753 0.021960759535431865 0.0021592099219560628 0.0035485138650983576 0.0042751494329422721 0.0012745757703669371 0.013439828064292671 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -3 5 -5 7 -6 -2
right_child=1 3 -4 4 6 -7 -8 -9 -10
leaf_value=-5.601866548974986e-05 0.00052300705486818489 0.0027711011967742043 -0.0028190950339299905 0.00047764636934424033 -0.0055761410208208621 0.0049466296888118827 0.00073411877547437988 -3.3962411257575954e-06 -0.001426815705075273
leaf_weight=7990.1329673528671 780.1612606048584 174.78176844120026 86.312402963638306 90.506217479705811 52.508121609687805 60.016047954559326 75.405776381492615 37.118393182754517 213.05731093883514
leaf_count=3978 392 61 64 43 40 12 35 17 138
internal_value=0 0.000285117 -0.000129025 0.0011969 0.000324968 0.00225951 -0.00143949 -0.00326822 0.000104747
internal_weight=0 1569.87 1079.53 490.336 315.555 150.522 165.032 89.6265 993.219
internal_count=4780 802 594 208 147 55 92 57 530
is_linear=0
shrinkage=0.06


Tree=653
num_leaves=10
num_cat=0
split_feature=12 46 16 6 95 12 10 124 104
split_gain=0.0420625 0.13776 0.0643323 0.12342 0.0934861 0.0558565 0.171458 0.277106 0.136037
threshold=0.052634395658969886 0.0095705352723598498 0.0013986918493174019 0.00082683752407319855 0.00057154725072905432 0.015200819820165636 0.00050559637020342063 0.02129978779703379 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 7 -7 -8
right_child=1 -3 -4 -5 -6 6 8 -9 -10
leaf_value=2.7275859728022177e-05 -0.0029260662427137468 0.0028969433389630555 -0.0022066125809109935 0.0026672759092330341 0.0011194808825886716 -0.006993259157565667 0.000608778872222625 -0.00052261172401001955 -0.00096047865207104534
leaf_weight=8402.7018545866013 43.059772372245789 76.189049959182739 41.890782356262207 55.436517000198364 39.359944105148315 36.238690495491028 401.78237116336823 69.560826301574707 393.78045856952667
leaf_count=4267 27 16 26 13 14 31 147 30 209
internal_value=0 0.000758823 -0.000147459 0.000478262 -0.000994095 -2.08737e-05 -0.000469734 -0.00273895 -0.000167958
internal_weight=0 255.936 179.747 137.856 82.4197 9304.06 901.362 105.8 795.563
internal_count=4780 96 80 54 41 4684 417 61 356
is_linear=0
shrinkage=0.06


Tree=654
num_leaves=10
num_cat=0
split_feature=45 137 101 128 132 23 145 73 11
split_gain=0.0408595 0.117759 0.125339 0.116508 0.151338 0.128469 0.177431 0.272939 0.230824
threshold=0.000490355829242617 0.0026833302108570938 0.0011261500185355546 0.05109804309904576 0.036783467978239066 0.036783467978239066 0.00066645268816500913 0.0017376682371832433 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 -9
right_child=-2 2 -4 -5 -6 -7 -8 8 -10
leaf_value=0.00043231504951950125 -4.8456184633685705e-05 -0.0032812373008659196 0.00041281766307647616 0.0023958787830842764 0.0038632626906393935 0.0034724325027778746 0.00094599070106610324 -0.00045460444582556879 -0.0043889377170818807
leaf_weight=309.11919116973877 8294.2750704288483 64.101592659950256 68.295407176017761 107.36606395244598 41.601495027542114 40.625363230705261 419.60650873184204 111.35517954826355 103.6543949842453
leaf_count=171 4189 45 24 23 11 20 177 51 69
internal_value=0 0.000317533 -0.0013757 0.000515339 0.000318542 0.000168733 2.65175e-05 -0.000709593 -0.00235132
internal_weight=0 1265.73 132.397 1133.33 1025.96 984.361 943.735 524.129 215.01
internal_count=4780 591 69 522 499 488 468 291 120
is_linear=0
shrinkage=0.06


Tree=655
num_leaves=10
num_cat=0
split_feature=52 95 125 25 135 110 102 131 19
split_gain=0.0413306 0.152461 0.231758 0.23231 0.211317 0.172857 0.233282 0.227734 0.175105
threshold=0.00047558375808876013 0.0014881226234138014 0.015200819820165636 0.0079489401541650313 0.0027679565828293566 0.00017767510871635753 0.017724351026117805 0.0027679565828293566 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -3 8 7 -7 -1
right_child=-2 4 3 -5 -6 6 -8 -9 -10
leaf_value=-0.00032753707094418838 -4.6934950942699024e-05 -0.001532079304364124 0.0045553260724924445 4.438417410495692e-05 0.0032034591810669987 -0.0008702597308098282 0.0034832881724074561 -0.0059847272321560865 0.0018488025324984213
leaf_weight=254.46594774723053 8374.6579349040985 245.5961731672287 100.44855296611786 69.560826301574707 39.359944105148315 123.62365436553955 31.273443102836609 41.987211465835571 279.02657878398895
leaf_count=139 4184 156 22 30 14 91 12 31 101
internal_value=0 0.000331604 0.000714415 0.00270963 -0.000877977 0.000249988 -0.00126944 -0.00216693 0.000810729
internal_weight=0 1185.34 900.386 170.009 284.956 730.377 196.884 165.611 533.493
internal_count=4780 596 426 52 170 374 134 122 240
is_linear=0
shrinkage=0.06


Tree=656
num_leaves=10
num_cat=0
split_feature=52 84 63 69 109 1 94 87 99
split_gain=0.0411579 0.126389 0.187352 0.159272 0.157036 0.2623 0.234365 0.274466 0.198707
threshold=0.00899649551138282 0.0016846025246195497 0.0046923852059990176 0.00085274505545385193 0.00747153488919139 0.036783467978239066 0.0019672545604407792 0.00062670491752214741 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 7 8 -2
right_child=1 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-6.2025429384872076e-05 0.0012828989829449338 -3.1784184972822249e-05 -0.0017702980163113245 0.0036472841823068239 -0.00050456789145027594 -0.0038260939170502882 0.0001128664037200268 -0.00099503525437369942 0.0049452705391810885
leaf_weight=7658.8875542879105 95.182177543640137 64.101592659950256 48.808293342590332 124.90091419219971 851.18036425113678 44.325191497802734 481.65940868854523 69.657255411148071 121.2975150346756
leaf_count=3852 47 45 27 38 438 33 235 35 30
internal_value=0 0.000249878 0.00154369 0.0023995 6.48946e-05 0.000661745 0.00092083 0.00228089 0.00333499
internal_weight=0 1901.11 237.811 189.003 1663.3 812.122 767.796 286.137 216.48
internal_count=4780 928 110 83 818 380 347 112 77
is_linear=0
shrinkage=0.06


Tree=657
num_leaves=10
num_cat=0
split_feature=112 56 39 140 132 4 81 59 20
split_gain=0.0404348 0.164186 0.157789 0.113936 0.119368 0.108424 0.113748 0.120061 0.157586
threshold=0.0062037324532866487 0.0003614811430452392 0.0041444667149335155 0.021960759535431865 0.00090704852482303988 0.0041444667149335155 0.0058306583669036635 0.0034400182776153092 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -3 6 7 8 -2
right_child=1 3 -4 -5 -6 -7 -8 -9 -10
leaf_value=-3.1676804099537199e-05 7.3888126259545524e-05 -0.0014319622680948449 -0.0038103508466315471 0.0038246749644735237 0.0028176547991254752 0.002029188918608562 -0.002743911425538096 -0.0026184850365916015 0.0045415632307217639
leaf_weight=8968.9497829675674 157.42793571949005 47.735732436180115 38.576670527458191 74.043928146362305 47.446445107460022 90.602646589279175 57.280510783195496 43.252630591392517 34.683984041213989
leaf_count=4417 115 31 33 24 16 48 49 37 10
internal_value=0 0.000480683 -0.000152713 0.00205953 0.000686388 0.000215454 -0.000346076 0.000237483 0.000880484
internal_weight=0 591.05 421.824 169.226 95.1822 383.248 292.645 235.365 192.112
internal_count=4780 363 292 71 47 259 211 162 125
is_linear=0
shrinkage=0.06


Tree=658
num_leaves=10
num_cat=0
split_feature=94 18 88 128 72 100 116 126 71
split_gain=0.0417074 0.152427 0.220919 0.184119 0.183252 0.231666 0.327128 0.302251 0.227644
threshold=0.0054799309000372895 0.0081988852471113222 0.0034400182776153092 0.0048403022810816774 0.0037758676335215573 0.00099512818269431613 0.00057154725072905432 0.00057154725072905432 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 8 -7
right_child=1 2 -4 -5 -6 7 -8 -9 -10
leaf_value=-7.6394507612063332e-05 -0.0022796807375816634 -0.0029821865999406956 0.00051093668191583091 -0.00066153344279100911 0.0011240619737004627 -0.0075446209112548183 0.0022212354573709517 0.0010338759464388989 -0.0017049562043603963
leaf_weight=6970.0039440393448 76.960482835769653 125.57591795921326 135.51825344562531 499.29068803787231 1106.0675505399704 26.886770367622375 237.61794197559357 155.77680015563965 226.301917552948
leaf_count=3543 56 73 52 255 420 23 100 89 169
internal_value=0 0.000205587 -0.00116912 0.000359706 0.000638396 -0.000104032 0.0011201 -0.00104564 -0.00232509
internal_weight=0 2590 261.094 2328.9 1829.61 723.544 314.578 408.965 253.189
internal_count=4780 1237 125 1112 857 437 156 281 192
is_linear=0
shrinkage=0.06


Tree=659
num_leaves=10
num_cat=0
split_feature=27 7 146 70 106 129 146 19 143
split_gain=0.0409308 0.106237 0.146767 0.207672 0.106845 0.201812 0.201526 0.252818 0.153168
threshold=0.00017767510871635753 0.0020292587578296666 0.010180860292166473 0.00062670491752214741 0.0013986918493174019 0.0033348383149132137 0.0041444667149335155 0.0019672545604407792 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 8 6 -6 -8 -1
right_child=-2 -3 3 -5 5 -7 7 -9 -10
leaf_value=-0.00047076490283005278 -4.9478553683230689e-05 0.0020867907351919839 0.00092524576302058096 -0.0040021222803361817 -0.00035142872384814319 -0.0040815097841844037 0.0045275935671215883 -0.00034996906645071282 0.0021512464744016329
leaf_weight=123.62365436553955 8249.6842730045319 111.06589221954346 55.629375219345093 68.970410943031311 527.62389504909515 41.987211465835571 77.550898194313049 75.502205491065979 228.36245095729828
leaf_count=91 4023 36 23 59 353 31 27 40 97
internal_value=0 0.000311515 0.000147101 -0.00180223 0.000373115 -4.44161e-05 0.00020461 0.00212146 0.00123035
internal_weight=0 1310.32 1199.25 124.6 1074.65 722.664 680.677 153.053 351.986
internal_count=4780 757 721 82 639 451 420 67 188
is_linear=0
shrinkage=0.06


Tree=660
num_leaves=10
num_cat=0
split_feature=58 46 43 98 36 15 25 108 25
split_gain=0.0407336 0.0656745 0.0734459 0.119739 0.096257 0.0809751 0.0866704 0.062627 0.0614504
threshold=0.029773407615721229 0.040252277627587325 0.0068083447404205808 0.0026833302108570938 0.00017767510871635753 0.014740333426743748 0.00062670491752214741 0.0030382014811038975 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -5 6 7 -4 -1
right_child=1 -3 5 4 -6 -7 -8 -9 -10
leaf_value=-0.00025029908138609881 -0.00022065291633558651 -0.0015871936906259306 -7.1553938113235339e-05 0.0033396992432135671 0.00049221171668358855 -0.0017020461756336103 -0.0019192064587052733 0.0026321337490591576 8.109880454559562e-05
leaf_weight=3051.8201268911362 112.90988600254059 50.266570687294006 56.111520767211914 113.40387225151062 68.584694504737854 77.056911945343018 36.238690495491028 68.48826539516449 5925.1197279691696
leaf_count=1755 72 43 48 38 39 61 31 34 2659
internal_value=0 0.000485966 0.000681559 0.00131428 0.00226659 -0.000102771 0.000663434 0.00141457 -3.15639e-05
internal_weight=0 583.06 532.794 294.898 181.989 237.895 160.838 124.6 8976.94
internal_count=4780 366 323 149 77 174 113 82 4414
is_linear=0
shrinkage=0.06


Tree=661
num_leaves=10
num_cat=0
split_feature=33 117 79 40 120 108 84 117 92
split_gain=0.0430576 0.140965 0.206104 0.243384 0.13397 0.192027 0.175702 0.164892 0.298769
threshold=0.00077738583786413084 0.00062670491752214741 0.0066005610860884198 0.0017376682371832433 0.0003614811430452392 0.0016846025246195497 0.00244467705488205 0.016668972559273246 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 7 -6 -7 -1 -9
right_child=1 -3 -4 -5 5 6 -8 8 -10
leaf_value=-0.00025006543042626792 0.0004595014419305654 3.1189101523693961e-05 -0.0016587598057838805 0.0046325609725749416 0.00067111863025584508 -0.0046092567338328633 -0.0005419779315965741 -0.00093496431463892162 0.00238449002179733
leaf_weight=2500.8401129245758 110.3790477514267 6145.3364744186401 59.329203486442566 92.458481073379517 90.313359260559082 86.40883207321167 68.584694504737854 162.98359847068787 243.36646294593811
leaf_count=1264 60 3049 36 25 33 69 39 105 100
internal_value=0 8.93161e-05 0.00145185 0.00236169 -0.000181537 -0.00152805 -0.00280948 -6.79187e-05 0.00105308
internal_weight=0 6407.5 262.167 202.838 3152.5 245.307 154.994 2907.19 406.35
internal_count=4780 3170 121 85 1610 141 108 1469 205
is_linear=0
shrinkage=0.06


Tree=662
num_leaves=10
num_cat=0
split_feature=109 17 142 98 101 148 95 76 63
split_gain=0.0395611 0.199859 0.171331 0.13425 0.205113 0.16736 0.126263 0.122835 0.131284
threshold=0.00066645268816500913 0.0058306583669036635 0.0079489401541650313 0.00017767510871635753 0.00017767510871635753 0.00244467705488205 0.00017767510871635753 0.00017767510871635753 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 -1 8 -5
right_child=-2 -3 -4 5 -6 -7 -8 -9 -10
leaf_value=-0.0010316582172550605 -3.6138220092306832e-05 -0.003299687950408854 0.003552910548854499 0.00021322551507871665 -0.0047312132415094632 0.0023888332719786691 0.0019655578041654566 0.0026323997310765874 -0.0035520546809774995
leaf_weight=145.25589001178741 8789.4802137613297 48.904722452163696 67.029988050460815 116.12756872177124 38.480241417884827 183.94083034992218 77.647327303886414 46.373884201049805 46.759600639343262
leaf_count=80 4411 32 18 60 28 59 32 20 40
internal_value=0 0.000412236 0.000663798 0.00036795 -0.000685936 0.00106853 1.24084e-05 -9.20224e-05 -0.000867664
internal_weight=0 770.52 721.615 654.585 261.383 393.202 222.903 209.261 162.887
internal_count=4780 369 337 319 140 179 112 120 100
is_linear=0
shrinkage=0.06


Tree=663
num_leaves=10
num_cat=0
split_feature=70 58 19 129 121 35 3 60 36
split_gain=0.0410032 0.144233 0.134941 0.135029 0.120268 0.15844 0.0904828 0.0974359 0.0877296
threshold=0.017188700847327713 0.0013560238294303419 0.011880517937242987 0.0092791137285530585 0.016164712607860569 0.0054799309000372895 0.0020932231564074759 0.002945306478068233 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -3 7 8 -7
right_child=1 4 3 -5 -6 6 -8 -9 -10
leaf_value=-3.4900442978792673e-05 0.0033285876174339989 -0.0021645069832014895 -0.0018565860027601965 0.0021474319221901489 0.0018504705748285182 -0.0015954886964459282 -0.0022353138137404353 0.0024727895165257167 0.0016989161308229195
leaf_weight=8860.9933036565781 100.64141118526459 145.93089377880096 54.65324342250824 68.102548956871033 88.264666557312012 69.8501136302948 40.81822144985199 80.865010023117065 49.880854249000549
leaf_count=4423 32 115 32 14 46 45 30 20 23
internal_value=0 0.000442417 0.00169998 0.000364766 -0.000148269 -0.000603724 0.000339744 0.000863729 -0.000223014
internal_weight=0 699.007 223.397 122.756 475.61 387.345 241.414 200.596 119.731
internal_count=4780 357 78 46 279 233 118 88 68
is_linear=0
shrinkage=0.06


Tree=664
num_leaves=10
num_cat=0
split_feature=45 73 32 143 102 20 21 45 116
split_gain=0.0401425 0.15819 0.231717 0.225439 0.173153 0.330197 0.230084 0.169668 0.226948
threshold=0.0051502294372767219 0.00042089859198313212 0.0026833302108570938 0.010180860292166473 0.0014427106943912806 0.0026833302108570938 0.0033348383149132137 0.010180860292166473 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 7 -2 -4 6 -6 8 -3
right_child=1 2 4 -5 5 -7 -8 -9 -10
leaf_value=-9.5597524225218261e-05 7.7352340946944099e-05 -0.0024355466661754137 0.0011523768223676584 -0.002017951518640166 -0.0062884289344416373 0.00070565470632435513 -0.0017812072712865936 0.00010233214083956304 0.0013366652841216976
leaf_weight=5957.9969438314438 634.30311453342438 60.594622611999512 111.25875043869019 260.88947248458862 59.618490815162659 132.10771250724792 128.98645889759064 1119.5777630805969 1094.6669377088547
leaf_count=2933 400 42 46 174 51 54 71 584 425
internal_value=0 0.000158126 0.00038679 -0.00053329 -0.000887151 -0.00159469 -0.00320595 0.0006287 0.00113881
internal_weight=0 3602 2706.81 895.193 431.971 320.713 188.605 2274.84 1155.26
internal_count=4780 1847 1273 574 222 176 122 1051 467
is_linear=0
shrinkage=0.06


Tree=665
num_leaves=10
num_cat=0
split_feature=99 47 68 119 126 34 92 33 83
split_gain=0.042578 0.14916 0.135918 0.232311 0.188528 0.237536 0.375253 0.247017 0.192191
threshold=0.00017767510871635753 0.00017767510871635753 0.011169348377734424 0.00050559637020342063 0.0010918468469753864 0.0012745757703669371 0.021960759535431865 0.00017767510871635753 0.057509137317538268
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 7 8 -3 -7
right_child=-2 2 3 -5 -6 6 -8 -9 -10
leaf_value=-0.0020389291931538871 -6.5594825312554161e-05 7.46170260587566e-05 -0.0013893473731439814 0.0010728456900061971 0.0025501739113443418 -0.0012902199871103876 0.0025463606890348128 0.0027966371463048578 0.0028899501005702996
leaf_weight=98.002303123474121 7537.3244333267212 238.10008752346039 347.10544633865356 228.94102561473846 171.27479839324951 518.8623902797699 135.51825344562531 242.0046147108078 42.86691415309906
leaf_count=74 3689 125 233 127 58 316 52 89 17
internal_value=0 0.000244433 0.0003607 -0.000410786 0.000690229 0.000419654 -0.000287538 0.0014467 -0.000971221
internal_weight=0 2022.68 1924.67 576.046 1348.63 1177.35 697.248 480.105 561.729
internal_count=4780 1091 1017 360 657 599 385 214 333
is_linear=0
shrinkage=0.06


Tree=666
num_leaves=10
num_cat=0
split_feature=63 109 8 51 118 51 73 96 22
split_gain=0.0410056 0.0831225 0.106691 0.151007 0.0916365 0.138808 0.103461 0.0716879 0.0570703
threshold=0.014740333426743748 0.013032016810029747 0.0084566329605877417 0.0068083447404205808 0.0014427106943912806 0.0018488886416889729 0.00087947337306104611 0.018276390619575981 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 5 -2 -7 -3 -1
right_child=1 7 3 -5 -6 6 -8 -9 -10
leaf_value=-0.00011969018812845211 9.229852437794191e-05 0.00048414799853978806 -0.00049063198328077424 0.0036276566694619897 0.0011887155985619447 -0.0014272451198694119 -0.0061716595706167313 0.0031289159761280195 0.00021926908071813467
leaf_weight=6638.4455622434616 74.236786365509033 78.816317319869995 71.995235443115234 57.774497032165527 55.532946109771729 34.780413150787354 31.562730431556702 69.367968082427979 2447.4878107309341
leaf_count=3520 34 33 37 15 18 15 27 20 1061
internal_value=0 0.000544013 8.26401e-06 0.00134286 -0.000874852 -0.00169002 -0.0036844 0.00172222 -2.83844e-05
internal_weight=0 474.067 325.883 129.77 196.113 140.58 66.3431 148.184 9085.93
internal_count=4780 199 146 52 94 76 42 53 4581
is_linear=0
shrinkage=0.06


Tree=667
num_leaves=10
num_cat=0
split_feature=143 65 99 15 21 39 77 14 133
split_gain=0.0421825 0.126131 0.172011 0.18704 0.150092 0.178577 0.204258 0.221424 0.158726
threshold=0.0014881226234138014 0.0012745757703669371 0.023343417793512348 0.00057154725072905432 0.00017767510871635753 0.0012745757703669371 0.00899649551138282 0.0017376682371832433 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 -1 -6
right_child=-2 2 3 -5 8 -7 -8 -9 -10
leaf_value=-0.00071212925479393696 -6.0839683767133745e-05 0.0016046614253450648 0.00080271320664087827 -0.0044441386592670154 0.00025791546581078908 0.002241194262402314 -0.0023734925786718262 0.0027625792334859821 -0.0015005281209041885
leaf_weight=151.67941474914551 7753.3101396560669 412.59256863594055 67.12641716003418 38.480241417884827 372.24465203285217 180.43386030197144 100.24385404586792 116.91084229946136 366.97827661037445
leaf_count=115 3800 171 23 28 225 56 71 41 250
internal_value=0 0.00026109 0.00105161 -0.0011091 -5.68372e-05 0.000694414 -6.22717e-05 0.000800327 -0.000615043
internal_weight=0 1806.69 518.199 105.607 1288.49 549.268 368.834 268.59 739.223
internal_count=4780 980 222 51 758 283 227 156 475
is_linear=0
shrinkage=0.06


Tree=668
num_leaves=10
num_cat=0
split_feature=21 0 108 40 101 100 122 18 21
split_gain=0.042449 0.165974 0.22399 0.194279 0.157763 0.133814 0.127836 0.130489 0.113644
threshold=0.0056525857653468856 0.0034400182776153092 0.0060143163427710542 0.0041444667149335155 0.0042751494329422721 0.0028552538715302949 0.00099512818269431613 0.00075379351619631063 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 3 6 4 5 -2 7 -3 -1
right_child=1 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=1.7007563470008318e-05 -0.0018000951831261551 -0.0022859707233303314 0.00022014476947087555 0.0022907768315497761 -0.0029989873722644613 0.0010747097496879494 0.00025031610002771652 -0.0070659070207863542 -0.00077724491596376541
leaf_weight=7468.2575932741165 69.946542739868164 76.960482835769653 512.63172376155853 249.80182838439941 49.097580671310425 349.74455440044403 45.301323294639587 28.055760383605957 710.20287716388702
leaf_count=3625 50 56 291 76 42 191 24 24 401
internal_value=0 0.000307617 -0.000377066 0.000939284 0.000219119 0.000595589 -0.00241375 -0.00356296 -5.19639e-05
internal_weight=0 1381.54 662.949 718.591 468.789 419.691 150.318 105.016 8178.46
internal_count=4780 754 395 359 283 241 104 80 4026
is_linear=0
shrinkage=0.06


Tree=669
num_leaves=10
num_cat=0
split_feature=78 58 65 148 108 0 27 72 104
split_gain=0.0408089 0.126896 0.223835 0.145506 0.264373 0.261266 0.134544 0.12315 0.172109
threshold=0.00068727668258361529 0.00244467705488205 0.041476719081401832 0.0070226341485977182 0.013032016810029747 0.0015833032084628942 0.0060143163427710542 0.0072436286136507997 0.024810968898236755
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 7 8 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.0019877965421018725 -5.1446373837680913e-05 0.00042155969269194119 0.0055307412708648701 -0.00089148856593025553 -0.0016586136088762404 0.0030540731205378762 0.0033387356419009762 0.001149627847646235 0.0010430029372867353
leaf_weight=274.42336642742157 8155.3936388492584 334.34298527240753 33.514994025230408 199.12585985660553 115.73001158237457 228.45888006687164 31.177013993263245 98.399860262870789 89.433656573295593
leaf_count=220 3903 227 9 131 99 102 7 35 47
internal_value=0 0.000298707 0.00071838 0.000534611 0.000953123 0.00149018 -0.000476261 -0.000733564 -0.00124285
internal_weight=0 1404.61 911.173 877.658 678.532 562.802 493.434 462.257 363.857
internal_count=4780 877 568 559 428 329 309 302 267
is_linear=0
shrinkage=0.06


Tree=670
num_leaves=10
num_cat=0
split_feature=112 1 112 27 140 121 104 19 72
split_gain=0.0402837 0.157206 0.154835 0.137398 0.0953954 0.0763446 0.0920863 0.0745958 0.0621918
threshold=0.0062037324532866487 0.0016331639490090313 0.015923793427646164 0.0060143163427710542 0.021960759535431865 0.0098710241727530974 0.0033348383149132137 0.0084566329605877417 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 4 5 -3 6 7 -2 -4
right_child=1 2 8 -5 -6 -7 -8 -9 -10
leaf_value=-3.1617569342032482e-05 -0.0012282965628144427 0.00095300299457842287 0.00054678709478120618 0.0037563030000835329 0.0036147917707629097 0.00059704500060106058 -0.0026831147570471219 0.0022428202702097009 -0.0033930074372744072
leaf_weight=8968.9497829675674 71.21196186542511 88.168237447738647 34.973271369934082 26.693912148475647 107.65535128116608 103.6543949842453 101.70213139057159 32.44243311882019 24.548790335655212
leaf_count=4417 56 41 25 13 38 69 87 13 21
internal_value=0 0.000479784 0.00160177 -0.000373628 0.00241634 -0.000730392 -0.00140042 -0.000141884 -0.00107811
internal_weight=0 591.05 255.346 335.705 195.824 309.011 205.357 103.654 59.5221
internal_count=4780 363 125 238 79 225 156 69 46
is_linear=0
shrinkage=0.06


Tree=671
num_leaves=10
num_cat=0
split_feature=37 80 102 65 14 91 131 22 142
split_gain=0.040872 0.223061 0.105407 0.0455502 0.140296 0.26948 0.241985 0.235614 0.365646
threshold=0.11766931414604188 0.0072436286136507997 0.00042089859198313212 0.00077738583786413084 0.0013560238294303419 0.0011261500185355546 0.040252277627587325 0.00043393640953581786 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 -1 8 -7
right_child=1 -3 -4 -5 5 7 -8 -9 -10
leaf_value=-0.00027607646605768945 -0.00036250763350552991 0.0028726992966355293 -0.0044502718015853602 -0.000148809484839276 -0.0002181355599632374 -0.00050663247441795156 0.0015904699757506189 -6.5859535080214194e-05 0.0024005133522767355
leaf_weight=3108.2327756881714 40.721792340278625 37.021964073181152 51.339131593704224 3721.5769548416138 1074.4692980051041 208.18849265575409 271.9162095785141 428.17515528202057 618.35849285125732
leaf_count=1759 25 12 39 1728 570 124 90 204 229
internal_value=0 -0.00106042 -0.00264211 1.45142e-05 0.000120975 0.000479275 -0.000125922 0.0010765 0.00166827
internal_weight=0 129.083 92.0609 9430.92 5709.34 2329.19 3380.15 1254.72 826.547
internal_count=4780 76 64 4704 2976 1127 1849 557 353
is_linear=0
shrinkage=0.06


Tree=672
num_leaves=10
num_cat=0
split_feature=52 141 128 125 146 35 53 113 85
split_gain=0.0416806 0.147718 0.151937 0.212633 0.292478 0.231199 0.190992 0.223411 0.158071
threshold=0.00047558375808876013 0.0066005610860884198 0.0084566329605877417 0.0098710241727530974 0.0021592099219560628 0.0014427106943912806 0.001792412775103003 0.00050559637020342063 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6 -4
right_child=-2 -3 8 -5 6 -7 -8 -9 -10
leaf_value=0.00024580215245815617 -4.7133272398598596e-05 -0.0018430859249121175 -0.0031773539822119684 0.0026679935086951446 -0.003174274615265735 0.0034086407881610552 -0.0035210577462756422 0.0015409475490405216 0.00013535404681415243
leaf_weight=204.87438082695007 8374.6579349040985 102.58183407783508 67.512133598327637 198.84841322898865 53.580682516098022 140.09778439998627 82.901862025260925 111.35517954826355 223.59006178379059
leaf_count=131 4184 73 43 57 36 51 66 51 88
internal_value=0 0.000333005 0.00053917 0.000970164 0.000400655 0.00153027 -0.00117169 9.17139e-06 -0.000632926
internal_weight=0 1185.34 1082.76 791.658 592.81 344.972 247.838 164.936 291.102
internal_count=4780 596 523 392 335 182 153 87 131
is_linear=0
shrinkage=0.06


Tree=673
num_leaves=10
num_cat=0
split_feature=75 148 100 61 123 148 18 39 3
split_gain=0.0432207 0.129608 0.234088 0.125023 0.120675 0.175491 0.245394 0.205941 0.164821
threshold=0.0015349716995842757 0.023343417793512348 0.0049928687512874612 0.0027679565828293566 0.00047558375808876013 0.0079489401541650313 0.010829726699739696 0.00244467705488205 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 7 -7 -6
right_child=-2 2 3 -5 8 6 -8 -9 -10
leaf_value=0.00047133617824349271 -0.00010343199929099852 0.0030342087049396098 -0.0030059528616836208 0.0012654120119739935 -0.0010814494503981042 -0.0003832424760476689 0.0026618966205259743 -0.0032484076206399422 0.00090515078025363597
leaf_weight=2280.4322117567062 5768.3667960166931 144.67731535434723 46.759600639343262 52.218834280967712 599.3298431634903 267.71055436134338 63.523018002510071 136.28968632221222 200.69240701198578
leaf_count=1341 2579 50 40 25 375 170 15 92 93
internal_value=0 0.000157355 0.00149597 -0.000752475 6.54264e-05 0.000254232 -0.000804732 -0.00134981 -0.000583094
internal_weight=0 3791.63 243.656 98.9784 3547.98 2747.96 467.523 404 800.022
internal_count=4780 2201 115 65 2086 1618 277 262 468
is_linear=0
shrinkage=0.06


Tree=674
num_leaves=10
num_cat=0
split_feature=117 120 73 32 8 142 34 101 78
split_gain=0.0424674 0.163398 0.178551 0.157374 0.151142 0.146999 0.111558 0.213627 0.089778
threshold=0.04673989117145539 0.0003614811430452392 0.0044099434744566688 0.0013986918493174019 0.004017772153019906 0.018276390619575981 0.0060143163427710542 0.028020657598972324 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 8 -8 -2
right_child=1 -3 4 -5 -6 -7 7 -9 -10
leaf_value=-3.5306558880134687e-05 0.00060884042387727272 0.0022174658295389801 -7.8614791952484701e-05 -0.004537039843625329 0.0041329719146137034 -0.0032597919403745622 -0.00019441105434506997 0.0041901645771727919 -0.002375908714095033
leaf_weight=8868.6940882205963 65.174153566360474 148.3771436214447 62.643315315246582 33.900710463523865 60.11247706413269 51.435560703277588 130.05901980400085 57.774497032165527 81.829301118850708
leaf_count=4405 41 63 29 29 17 44 67 15 70
internal_value=0 0.000452944 -2.92822e-05 -0.000617404 0.00198376 -0.000273402 0.000185348 0.00115421 -0.00105262
internal_weight=0 691.306 542.929 420.173 122.756 386.273 334.837 187.834 147.003
internal_count=4780 375 312 266 46 237 193 82 111
is_linear=0
shrinkage=0.06


Tree=675
num_leaves=10
num_cat=0
split_feature=5 107 142 73 33 142 106 104 56
split_gain=0.0400664 0.0936196 0.0620279 0.0988778 0.0489837 0.169655 0.202368 0.220606 0.248676
threshold=0.064669914543628707 0.0010263677686452868 0.0017376682371832433 0.0027679565828293566 0.0098710241727530974 0.00244467705488205 0.0054799309000372895 0.0025217677466571335 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 -6 7 -7 -9
right_child=1 2 3 -5 5 6 -8 8 -10
leaf_value=-8.0763974754448679e-05 0.0029232551410006725 0.0011849176943667787 -0.0023009989503880264 0.0021244415817685911 0.001408806609754467 0.00038081316202092486 0.00080216430908242357 -0.0030695295855759563 0.00035846390360131199
leaf_weight=7784.3788838386536 55.629375219345093 94.109616637229919 63.125460863113403 25.524922132492065 370.30422914028168 304.93721735477448 529.20228290557861 214.70844650268555 118.07983231544495
leaf_count=3861 23 51 54 12 184 133 256 164 42
internal_value=0 0.000768095 0.000112096 -0.00102679 -1.96431e-05 0.000289866 -6.52099e-05 -0.000784981 -0.00185321
internal_weight=0 238.389 182.76 88.6504 9321.61 1537.23 1166.93 637.725 332.788
internal_count=4780 140 117 66 4640 779 595 339 206
is_linear=0
shrinkage=0.06


Tree=676
num_leaves=10
num_cat=0
split_feature=122 43 123 62 8 42 12 31 58
split_gain=0.0419674 0.0916939 0.111583 0.108409 0.103071 0.205618 0.125118 0.167393 0.0858539
threshold=0.0048403022810816774 0.0068083447404205808 0.0031340263085439806 0.0018488886416889729 0.0066005610860884198 0.0031340263085439806 0.00050559637020342063 0.0014427106943912806 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 8 6 -6 -2 -8 -3
right_child=1 3 -4 -5 5 -7 7 -9 -10
leaf_value=-3.136086923220083e-05 0.003557425958857868 -0.0055067429545804939 0.0032683453912495338 0.001265959568592827 -0.0039829599917798391 0.0018283090056404007 -0.0025784008980866595 0.0012192272337987265 -0.00084764139019436
leaf_weight=8999.9102573394775 56.70193612575531 24.548790335655212 60.11247706413269 39.45637321472168 47.735732436180115 40.528934121131897 52.508121609687805 204.59693419933319 33.900710463523865
leaf_count=4532 19 21 17 19 31 15 40 57 29
internal_value=0 0.000503928 0.000857265 -0.00116407 0.000496792 -0.00131457 0.00100627 0.000443644 -0.00280446
internal_weight=0 560.09 462.184 97.9059 402.072 88.2647 313.807 257.105 58.4495
internal_count=4780 248 179 69 162 46 116 97 50
is_linear=0
shrinkage=0.06


Tree=677
num_leaves=10
num_cat=0
split_feature=4 75 29 53 107 125 4 28 139
split_gain=0.040533 0.174223 0.267372 0.261258 0.244647 0.240696 0.253828 0.21183 0.277006
threshold=0.0010585968848317864 0.0015349716995842757 0.0041444667149335155 0.0037758676335215573 0.00244467705488205 0.015200819820165636 0.00017767510871635753 0.0013986918493174019 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 7 -4 -5 -1 -7 8 -3
right_child=-2 2 3 4 -6 6 -8 -9 -10
leaf_value=9.2204143908295003e-05 0.00012860518803345077 -0.00049760758971779387 -0.0029309974616016179 0.00087344039148463547 -0.001779288562102383 0.00010328669511465572 0.0044756041549277887 0.00051439132404550723 -0.0056875570839796307
leaf_weight=1925.035565495491 4588.2434766292572 977.25026845932007 259.62405335903168 226.9041736125946 279.11116719245911 94.109616637229919 97.134441137313843 1074.107262969017 38.480241417884827
leaf_count=1155 2194 477 168 81 165 51 29 432 28
internal_value=0 -0.000118685 -0.000424456 -0.00138367 -0.000589769 0.000293889 0.00232402 -7.30364e-05 -0.000694225
internal_weight=0 4971.76 2855.48 765.639 506.015 2116.28 191.244 2089.84 1015.73
internal_count=4780 2586 1351 414 246 1235 80 937 505
is_linear=0
shrinkage=0.06


Tree=678
num_leaves=10
num_cat=0
split_feature=99 7 123 105 64 55 102 121 47
split_gain=0.0403631 0.127906 0.236252 0.185657 0.101643 0.177653 0.095699 0.150649 0.150616
threshold=0.00017767510871635753 0.0072436286136507997 0.0010263677686452868 0.0032328735105693345 0.0003614811430452392 0.00090704852482303988 0.00017767510871635753 0.00039601318712811922 0.019431582652032379
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 7 -1 -8
right_child=-2 2 -4 -5 5 -7 8 -9 -10
leaf_value=-0.0015805637552283264 -6.386588014718346e-05 -0.0053539250116264019 0.0010606229564960924 -0.00075636652385430842 0.0043498204742366577 -0.00066010639105204539 0.0009784975972755368 0.00071355061563033759 -0.00044739655665673359
leaf_weight=218.11898744106293 7537.3244333267212 57.184081673622131 101.90683031082153 70.729816317558289 60.11247706413269 44.22876238822937 895.22810912132263 195.32960247993469 379.83716678619385
leaf_count=162 3689 44 38 31 17 28 397 113 261
internal_value=0 0.000237991 -0.00109465 -0.00281171 0.000408817 0.00222618 0.000296514 -0.000496733 0.000553729
internal_weight=0 2022.68 229.821 127.914 1792.86 104.341 1688.51 413.449 1275.07
internal_count=4780 1091 113 75 978 45 933 275 658
is_linear=0
shrinkage=0.06


Tree=679
num_leaves=10
num_cat=0
split_feature=70 51 69 65 108 80 94 115 115
split_gain=0.0371767 0.100579 0.154268 0.118187 0.0982273 0.138231 0.185904 0.131481 0.180407
threshold=0.017188700847327713 0.0068083447404205808 0.0022975050378590827 0.000490355829242617 0.011169348377734424 0.00090704852482303988 0.00080172589514404546 0.013032016810029747 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 -7 8 -8
right_child=1 2 -4 -5 -6 6 7 -9 -10
leaf_value=-3.3232067305163927e-05 -0.0012386160529079032 0.0043537935366577494 -0.00094953419713310165 0.00086743613827164649 -0.0013036152760103612 0.0042256754746917077 0.00073894006198956181 0.0029721308671866458 -0.0043300994705141359
leaf_weight=8860.9933036565781 109.30648684501648 71.705948114395142 61.667183518409729 68.391836285591125 152.75197565555573 60.016047954559326 90.506217479705811 49.591566920280457 35.069700479507446
leaf_count=4423 64 22 38 29 111 12 43 8 30
internal_value=0 0.000421268 0.00155113 0.00265185 -3.71936e-05 0.000524356 0.00134374 0.000356322 -0.000676695
internal_weight=0 699.007 201.765 140.098 497.242 344.49 235.184 175.167 125.576
internal_count=4780 357 89 51 268 157 93 81 73
is_linear=0
shrinkage=0.06


Tree=680
num_leaves=10
num_cat=0
split_feature=136 24 18 116 125 125 97 28 56
split_gain=0.0371456 0.15423 0.157399 0.179635 0.177647 0.253141 0.208227 0.165246 0.170757
threshold=0.0003614811430452392 0.019431582652032379 0.024810968898236755 0.0049928687512874612 0.015200819820165636 0.0048403022810816774 0.00064626874518580746 0.00747153488919139 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -6 8 -7
right_child=1 -3 3 -5 6 7 -8 -9 -10
leaf_value=-8.1174094838235063e-05 0.00019940495556079429 -0.0012067082568268225 1.6356333951216572e-05 -0.0053425529293708697 -0.00010469164530752267 0.0016372783998287758 -0.0042424026332350461 0.0040130543791631586 -0.0016925688799797958
leaf_weight=6498.6844279766083 1906.8493928909302 266.5415643453598 56.798365235328674 37.311251401901245 157.82549285888672 422.63133323192596 60.594622611999512 88.951511025428772 63.812305331230164
leaf_count=3248 987 169 24 27 76 155 42 22 30
internal_value=0 0.00017232 0.000303839 -0.00210827 0.000387894 0.000532244 -0.00125259 0.00163527 0.00120046
internal_weight=0 3061.32 2794.77 94.1096 2700.66 2482.24 218.42 575.395 486.444
internal_count=4780 1532 1363 51 1312 1194 118 207 185
is_linear=0
shrinkage=0.06


Tree=681
num_leaves=10
num_cat=0
split_feature=143 65 38 24 23 149 96 21 99
split_gain=0.0390808 0.10566 0.135145 0.227108 0.187226 0.133857 0.152386 0.132381 0.129063
threshold=0.0014881226234138014 0.0012745757703669371 0.0005375427135732026 0.0035485138650983576 0.00093549740267917525 0.0013986918493174019 0.0005375427135732026 0.000490355829242617 0.017188700847327713
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 -4 6 -3 8 -1
right_child=-2 2 3 -5 -6 -7 -8 -9 -10
leaf_value=0.0002745328096776155 -5.8560168824733559e-05 0.002306065369380988 0.00043013368444313663 0.0026867399879138281 -0.0035512065911351793 0.0033626184124321903 -0.0016962049586154869 -0.00063945105184300794 0.0029949875499868687
leaf_weight=564.65769982337952 7753.3101396560669 83.299419164657593 103.07582032680511 77.550898194313049 72.380951881408691 123.73192417621613 58.160213470458984 653.19981300830841 70.633387207984924
leaf_count=306 3800 27 39 27 57 37 35 426 26
internal_value=0 0.000251308 0.00097484 -1.71704e-05 -0.00121228 0.00192127 0.000660558 -3.96791e-05 0.000577
internal_weight=0 1806.69 518.199 253.008 175.457 265.192 141.46 1288.49 635.291
internal_count=4780 980 222 123 96 99 62 758 332
is_linear=0
shrinkage=0.06


Tree=682
num_leaves=10
num_cat=0
split_feature=99 78 63 19 22 14 15 10 97
split_gain=0.0388597 0.116143 0.26062 0.174113 0.17005 0.152772 0.201382 0.218033 0.149994
threshold=0.00017767510871635753 0.010500331409275534 0.0038949446752667431 0.0016846025246195497 0.00047558375808876013 0.00017767510871635753 0.0058306583669036635 0.00899649551138282 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 7 -1 -8
right_child=-2 2 3 -5 -6 -7 8 -9 -10
leaf_value=0.00020707036746364161 -6.2665210586219846e-05 -0.00096986473262400071 0.0027008357429467132 -0.00093342106557787183 -0.0049356527555082345 0.0010044201355143554 -0.00080527981157831443 0.0048985706959938221 -0.0057784457358936924
leaf_weight=168.92497766017914 7537.3244333267212 319.44724309444427 119.0559641122818 78.912746429443359 44.325191497802734 893.46870374679565 329.9563125371933 45.204894185066223 23.379800319671631
leaf_count=115 3689 170 33 38 33 425 238 19 20
internal_value=0 0.000233516 -0.000499701 0.00125218 -0.00145309 0.000515444 -0.000254442 0.00119749 -0.00113435
internal_weight=0 2022.68 561.741 197.969 363.772 1460.93 567.466 214.13 353.336
internal_count=4780 1091 274 71 203 817 392 134 258
is_linear=0
shrinkage=0.06


Tree=683
num_leaves=10
num_cat=0
split_feature=93 27 67 94 20 88 62 82 73
split_gain=0.0387711 0.1091 0.208473 0.12921 0.1541 0.110804 0.0912872 0.088267 0.0874274
threshold=0.016668972559273246 0.0060143163427710542 0.00040826165059115743 0.00093549740267917525 0.0058306583669036635 0.0020292587578296666 0.00093549740267917525 0.00040826165059115743 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 -5 -9
right_child=1 2 -4 7 -6 -7 -8 8 -10
leaf_value=-4.1752062307986207e-05 -0.0011271349128918143 0.0039318862018118987 -0.001332388728089041 -0.0031283071511979585 0.0035345731981284139 0.002414919821075829 0.0010845976473670405 -0.00093622726479639399 0.00081274052639943712
leaf_weight=8540.2924821376801 155.18638479709625 76.285479068756104 41.987211465835571 43.252630591392517 67.029988050460815 76.381908178329468 118.4655487537384 277.64104914665222 163.4775847196579
leaf_count=4188 118 21 31 37 18 26 62 208 71
internal_value=0 0.000349683 0.00206305 0.000124881 0.000899023 0.000394327 -0.000169663 -0.000541687 -0.000288064
internal_weight=0 1019.71 118.273 901.435 417.064 350.034 273.652 484.371 441.119
internal_count=4780 592 52 540 224 206 180 316 279
is_linear=0
shrinkage=0.06


Tree=684
num_leaves=10
num_cat=0
split_feature=25 71 18 39 18 4 101 109 67
split_gain=0.042705 0.107053 0.142721 0.130965 0.129995 0.0912664 0.201438 0.0747749 0.125582
threshold=0.030689206905663017 0.012636432424187662 0.015675474889576439 0.0010918468469753864 0.0037758676335215573 0.00039601318712811922 0.00017767510871635753 0.014740333426743748 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 4 -3 5 6 -2 8 -1
right_child=1 3 -4 -5 -6 -7 -8 -9 -10
leaf_value=1.5050035114894233e-05 0.00097800460271877851 0.00049790887236747137 0.0034144384532659123 -0.0047771602972515237 -0.0022700461129430268 0.0011496288880831406 -0.0032517614807899219 0.00028360315001387735 -0.00058364332929232952
leaf_weight=5094.416153550148 118.27269053459167 38.287383198738098 61.185037970542908 30.39374041557312 60.305335283279419 409.48315572738647 61.667183518409729 2009.6359258890152 1676.3536608219147
leaf_count=2627 52 18 13 26 27 129 38 1011 839
internal_value=0 0.000425583 0.000644121 -0.00183649 0.00038324 0.000654705 -0.000471578 -3.77867e-05 -0.000133179
internal_weight=0 779.595 710.913 68.6811 649.728 589.423 179.94 8780.41 6770.77
internal_count=4780 303 259 44 246 219 90 4477 3466
is_linear=0
shrinkage=0.06


Tree=685
num_leaves=10
num_cat=0
split_feature=27 33 101 23 100 108 1 81 29
split_gain=0.0431748 0.0961931 0.190292 0.187876 0.169991 0.20498 0.247148 0.219043 0.19906
threshold=0.00017767510871635753 0.00077738583786413084 0.05109804309904576 0.036783467978239066 0.00044738779251929378 0.017724351026117805 0.016164712607860569 0.0025217677466571335 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -6
right_child=1 -3 -4 -5 8 -7 7 -9 -10
leaf_value=0.00031993950871496787 -0.00027290039399173422 8.3620608253133193e-05 -0.0043079829572324332 -0.0025378662150978906 -0.0012094001344498 0.0032248077618695545 -0.00087406096901120663 0.003397212355275759 0.0014191045421589035
leaf_weight=1310.3159939050674 1179.219935297966 5766.7647267580032 43.252630591392517 127.22705352306366 737.0896475315094 77.647327303886414 63.812305331230164 133.96354699134827 120.7070996761322
leaf_count=757 517 2794 37 99 424 32 30 31 59
internal_value=0 -5.08167e-05 -0.000363057 -0.000293118 -0.000169615 0.000225426 5.62944e-05 0.00201909 -0.000839523
internal_weight=0 8249.68 2482.92 2439.67 2312.44 1454.64 1377 197.776 857.797
internal_count=4780 4023 1229 1192 1093 610 578 61 483
is_linear=0
shrinkage=0.06


Tree=686
num_leaves=10
num_cat=0
split_feature=61 127 29 108 73 143 117 74 36
split_gain=0.0395787 0.126766 0.160324 0.155612 0.274358 0.207551 0.21762 0.229781 0.192954
threshold=0.0037758676335215573 0.00099512818269431613 0.011519505176693203 0.007706565549597145 0.013032016810029747 0.0014881226234138014 0.0012357163941487672 0.00040826165059115743 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7 8 -8
right_child=1 2 -4 4 -6 6 7 -9 -10
leaf_value=-7.8710094539524047e-05 0.0011611168346012716 0.0011336411451539766 -0.0004418071572152391 3.3630734759841838e-05 0.003330583767457684 -0.0043384317714138115 -0.0011670306991316667 0.00054221026473845035 -0.0049136968760032408
leaf_weight=6752.9575175046921 177.60189402103424 806.4812970161438 326.75047051906586 665.97411477565765 105.22094213962555 68.777552723884583 325.58148050308228 272.30192601680756 58.353071689605713
leaf_count=3377 88 326 191 373 31 49 190 110 45
internal_value=0 0.000189354 0.000679384 -0.000142414 0.000483463 -0.000677163 -0.00112747 -0.000790947 -0.00173648
internal_weight=0 2807.04 1133.23 1673.81 771.195 902.616 725.014 656.236 383.935
internal_count=4780 1403 517 886 404 482 394 345 235
is_linear=0
shrinkage=0.06


Tree=687
num_leaves=10
num_cat=0
split_feature=122 123 127 141 121 40 118 1 117
split_gain=0.0397411 0.0938948 0.106802 0.17178 0.0936645 0.0708821 0.113852 0.109762 0.0865134
threshold=0.0048403022810816774 0.0060143163427710542 0.00039601318712811922 0.00899649551138282 0.00099512818269431613 0.0020932231564074759 0.00017767510871635753 0.0027679565828293566 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 -2 8 -7
right_child=1 -3 3 -5 -6 7 -8 -9 -10
leaf_value=-3.0517711419431136e-05 0.00010356569296813516 0.0029180636324647128 0.0019828403795331367 -0.0044863474951938797 -0.0012057756241022901 0.00055495143310126387 0.0033944078886611103 0.0016416980692094297 -0.0030882473770544147
leaf_weight=8999.9102573394775 71.995235443115234 52.025976061820984 54.363956093788147 38.576670527458191 85.04698383808136 45.108465075492859 79.792449116706848 84.275550961494446 48.904722452163696
leaf_count=4532 37 15 17 33 58 14 24 18 32
internal_value=0 0.00049038 0.000241784 -0.00094288 3.76403e-05 0.000880591 0.00183351 6.93153e-05 -0.0013402
internal_weight=0 560.09 508.064 177.988 139.411 330.076 151.788 178.289 94.0132
internal_count=4780 248 233 108 75 125 61 64 46
is_linear=0
shrinkage=0.06


Tree=688
num_leaves=10
num_cat=0
split_feature=94 114 85 137 107 36 63 20 144
split_gain=0.0410645 0.139595 0.199918 0.173752 0.243062 0.216365 0.1808 0.204799 0.182566
threshold=0.0054799309000372895 0.00040826165059115743 0.0019071503775194289 0.00044738779251929378 0.0019071503775194289 0.0013986918493174019 0.0019071503775194289 0.00043393640953581786 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 -6 8 -8 -3
right_child=1 2 -4 4 5 -7 7 -9 -10
leaf_value=-7.5803415840478892e-05 -0.00051803362500490134 0.0017886620260808993 -0.00025608710320409604 -0.0019618613093758275 -0.0014514038479472725 0.0023251722811864373 0.00046760387118231431 0.0034211058754084235 -0.0010959564471237756
leaf_weight=6970.0039440393448 702.50209259986877 178.38516759872437 788.74174785614014 145.25589001178741 80.178165555000305 171.27479839324951 126.26276242733002 255.64677846431732 141.74891996383667
leaf_count=3543 419 69 360 80 44 58 49 81 77
internal_value=0 0.000203996 0.000472727 0.000995908 -7.81277e-06 0.00112098 0.00156309 0.00244465 0.000511411
internal_weight=0 2590 1887.49 1098.75 396.709 251.453 702.044 381.91 320.134
internal_count=4780 1237 818 458 182 102 276 130 146
is_linear=0
shrinkage=0.06


Tree=689
num_leaves=10
num_cat=0
split_feature=19 52 103 34 51 99 43 99 36
split_gain=0.0407065 0.224741 0.197489 0.272574 0.200283 0.177145 0.307873 0.256906 0.201451
threshold=0.02129978779703379 0.0033348383149132137 0.00087947337306104611 0.010180860292166473 0.0049928687512874612 0.023343417793512348 0.00039601318712811922 0.00099512818269431613 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 7 -2 -8
right_child=1 2 -4 -5 -6 -7 8 -9 -10
leaf_value=4.7523004663986373e-05 -0.00126315741056131 0.00076885892925676353 -0.0023810604395941904 -0.0015963571365541242 0.0036649879942978201 0.00066914673260898023 0.00035873249292833406 -0.006390980944514583 -0.0031396715000684104
leaf_weight=8332.3695954084396 63.908734440803528 335.72851490974426 79.298462867736816 131.22800981998444 115.54899406433105 137.95266258716583 201.86139702796936 78.225901961326599 83.877993822097778
leaf_count=4197 35 120 58 68 30 59 94 62 57
internal_value=0 -0.000322556 0.000428091 0.00081051 0.00151041 -0.00120053 -0.00180334 -0.00408533 -0.000668214
internal_weight=0 1227.63 661.804 582.506 451.278 565.827 427.874 142.135 285.739
internal_count=4780 583 276 218 150 307 248 97 151
is_linear=0
shrinkage=0.06


Tree=690
num_leaves=10
num_cat=0
split_feature=52 19 0 142 42 109 147 127 23
split_gain=0.0370743 0.177502 0.165679 0.166034 0.202952 0.150804 0.132266 0.127206 0.172446
threshold=0.00047558375808876013 0.011880517937242987 0.00068727668258361529 0.0014427106943912806 0.00017767510871635753 0.0084566329605877417 0.0010585968848317864 0.00066645268816500913 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 7 -7 8 -4
right_child=-2 -3 3 4 -6 6 -8 -9 -10
leaf_value=-0.00091181660956964267 -4.4452577713253504e-05 -0.0014137850281039227 0.0014568071169919618 0.0021212075684032992 -0.0027166467769429775 0.0017754164032680185 -0.0031089082270047649 -0.00076338566412068498 0.004064176447684989
leaf_weight=201.56026899814606 8374.6579349040985 181.30172228813171 404.02392208576202 49.687996029853821 83.974422931671143 34.876842260360718 46.663171529769897 65.270582675933838 117.98340320587158
leaf_count=138 4184 101 144 13 62 20 35 46 37
internal_value=0 0.000314065 0.000626067 0.00101234 -0.000918211 0.00139816 -0.00101975 0.00173387 0.00204612
internal_weight=0 1185.34 1004.04 802.48 133.662 668.818 81.54 587.278 522.007
internal_count=4780 596 495 357 75 282 55 227 181
is_linear=0
shrinkage=0.06


Tree=691
num_leaves=10
num_cat=0
split_feature=113 92 9 39 44 5 65 62 132
split_gain=0.0380221 0.162675 0.118854 0.0910388 0.0975313 0.0904725 0.0795162 0.0607887 0.0588838
threshold=0.013439828064292671 0.00043393640953581786 0.00040826165059115743 0.0010918468469753864 0.0060143163427710542 0.0066005610860884198 0.00043393640953581786 0.0011980500421486797 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 7 3 -3 -5 6 -4 -2 -1
right_child=1 2 5 4 -6 -7 -8 -9 -10
leaf_value=0.00012075446512541925 0.00060478270027170835 0.00026432528612621299 -0.0010311483710461113 0.0040582751827081213 0.0011833039816430647 -0.0028214819987926131 0.0021925874482066014 -0.0022583264469447461 -0.00018573980187388132
leaf_weight=4619.8552733659744 38.383812308311462 85.04698383808136 54.65324342250824 87.878950119018555 82.226858258247375 37.407680511474609 55.532946109771729 87.674251198768616 4411.3402677774429
leaf_count=2462 23 58 32 26 31 32 18 75 2023
internal_value=0 0.000494499 0.00108325 0.00186718 0.00266855 -0.000271962 0.000593588 -0.00138653 -2.89545e-05
internal_weight=0 528.805 402.747 255.153 170.106 147.594 110.186 126.058 9031.2
internal_count=4780 295 197 115 57 82 50 98 4485
is_linear=0
shrinkage=0.06


Tree=692
num_leaves=10
num_cat=0
split_feature=124 23 133 2 31 50 7 129 16
split_gain=0.0390127 0.118015 0.212026 0.175641 0.125021 0.170009 0.168909 0.331561 0.264078
threshold=0.013860232196748258 0.015675474889576439 0.0070226341485977182 0.00040826165059115743 0.0032328735105693345 0.018276390619575981 0.0072436286136507997 0.011519505176693203 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 -2 -8 -9
right_child=1 2 -4 -5 -6 -7 7 8 -10
leaf_value=-5.4961767884831721e-05 0.0011628274857076073 -0.0027355221573914317 0.0037487196089421877 0.0018437792879033572 -0.00083786007313648369 -0.0020243664543424223 0.0010502582932785688 -0.0068196864223502365 -0.00052627880679343103
leaf_weight=7929.5146633386612 671.84274625778198 51.339131593704224 92.362051963806152 73.067796349525452 395.53986394405365 93.133484840393066 156.56007373332977 44.421620607376099 52.218834280967712
leaf_count=4054 260 39 20 33 181 60 70 38 25
internal_value=0 0.000267295 0.00157089 -4.59656e-05 6.74104e-05 0.000419089 0.000665096 -0.000655586 -0.0034191
internal_weight=0 1630.49 216.769 124.407 1413.72 1018.18 925.043 253.201 96.6405
internal_count=4780 726 92 72 634 453 393 133 63
is_linear=0
shrinkage=0.06


Tree=693
num_leaves=10
num_cat=0
split_feature=27 150 20 4 65 116 110 140 88
split_gain=0.0406441 0.0831218 0.222467 0.0996432 0.153221 0.134255 0.130564 0.127077 0.108384
threshold=0.00017767510871635753 0.00899649551138282 0.0042751494329422721 0.001792412775103003 0.0014881226234138014 0.00046126570669002836 0.002945306478068233 0.076978169381618514 0.04273676127195359
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 6 8 -5 -7 -1
right_child=-2 2 -4 4 -6 7 -8 -9 -10
leaf_value=-0.00055565320348759518 -4.930493952446482e-05 -0.0018070688602646078 0.0033581347051402921 -0.001607836489201215 -0.0046272353347428206 0.0010030944801076643 0.0017325006412664261 0.0036566445264060534 0.0023496398546176147
leaf_weight=308.81806313991547 8249.6842730045319 158.693354845047 37.021964073181152 87.481392979621887 30.39374041557312 477.07987773418427 81.250726461410522 75.212918162345886 54.363956093788147
leaf_count=215 4023 121 12 65 26 236 40 25 17
internal_value=0 0.000310421 -0.000830007 0.000510672 -0.000705724 0.000775251 6.58795e-07 0.00136446 -0.000120766
internal_weight=0 1310.32 195.715 1114.6 199.126 915.475 168.732 552.293 363.182
internal_count=4780 757 133 624 131 493 105 261 232
is_linear=0
shrinkage=0.06


Tree=694
num_leaves=10
num_cat=0
split_feature=5 44 25 65 27 85 94 20 33
split_gain=0.036609 0.113004 0.129891 0.104381 0.081941 0.0776321 0.0492433 0.14061 0.164878
threshold=0.033603202551603324 0.0028552538715302949 0.0051502294372767219 0.0011261500185355546 0.0015833032084628942 0.00068727668258361529 0.0054799309000372895 0.00043393640953581786 0.031632266007363803
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 4 5 -2 -3 -1 -8 -9
right_child=1 3 -4 -5 -6 -7 7 8 -10
leaf_value=-0.00010822824484591209 0.0015182754317531238 -0.0010324103364066201 0.0035340941119485431 -0.0031122120152326602 -0.0014676988002766825 0.002240738205619543 -0.00030701706352431556 0.00072266843182306915 -0.002861513520276463
leaf_weight=6696.7377269268036 89.722943902015686 61.860041737556458 72.778509020805359 44.421620607376099 52.411692500114441 45.108465075492859 1091.3291444778442 1357.7979611158371 47.832161545753479
leaf_count=3383 62 48 18 38 35 14 550 596 36
internal_value=0 0.000588222 0.00147271 -0.000667403 0.000417207 0.000347872 -2.34364e-05 0.000203972 0.000600702
internal_weight=0 366.303 214.913 151.39 142.135 106.969 9193.7 2496.96 1405.63
internal_count=4780 215 115 100 97 62 4565 1182 632
is_linear=0
shrinkage=0.06


Tree=695
num_leaves=10
num_cat=0
split_feature=24 117 82 128 142 32 141 52 31
split_gain=0.0389214 0.121658 0.171715 0.219084 0.158443 0.164381 0.2214 0.149793 0.180756
threshold=0.0032328735105693345 0.016668972559273246 0.011519505176693203 0.0030382014811038975 0.0079489401541650313 0.00043393640953581786 0.00017767510871635753 0.00096484774257987748 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 6 -6 -1 -9
right_child=-2 2 -4 -5 5 -7 -8 8 -10
leaf_value=0.00025760768148121789 0.00014147951297158005 -0.0011565806731184171 0.0029015749366065853 0.0018260151682110092 0.0024091983231422022 0.0015736890160046792 -0.0025557395136131447 -0.00090589332708718032 3.3022749349355025e-05
leaf_weight=1449.3648988008499 4041.096945643425 368.73768198490143 95.085748434066772 236.25609374046326 47.446445107460022 234.89424550533295 101.50927317142487 1649.8289254903793 1335.7800090312958
leaf_count=694 2021 222 42 89 16 78 77 954 587
internal_value=0 -0.000103595 0.000466228 0.000232048 -0.000268338 0.000584935 -0.000974272 -0.000242863 -0.000485816
internal_weight=0 5518.9 1083.93 988.844 752.588 383.85 148.956 4434.97 2985.61
internal_count=4780 2759 524 482 393 171 93 2235 1541
is_linear=0
shrinkage=0.06


Tree=696
num_leaves=10
num_cat=0
split_feature=25 18 18 107 13 107 87 138 129
split_gain=0.038589 0.139774 0.121139 0.133528 0.0968247 0.122202 0.0745362 0.0698815 0.223101
threshold=0.030689206905663017 0.015675474889576439 0.0037758676335215573 0.0051502294372767219 0.00017767510871635753 0.00073092587990686308 0.00017767510871635753 0.0045489775948226461 0.007706565549597145
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 6 -2 -1 -9
right_child=1 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=3.7749974394014294e-05 -0.0014592292167143971 0.0029772047255371115 -0.0023403633789748062 0.0028393482256706425 0.00054553768410306241 -0.0034833457945657189 0.0020226241133805582 0.00028002562028299954 -0.0012397180657607988
leaf_weight=7382.0906857252121 48.904722452163696 69.271538972854614 63.812305331230164 71.802377223968506 430.62140512466431 54.749672532081604 40.432505011558533 749.76752018928528 648.54753434658051
leaf_count=3807 32 15 30 27 152 37 10 366 304
internal_value=0 0.000404554 0.000153666 0.000399834 9.50477e-05 -0.0012513 0.000116598 -3.59196e-05 -0.000424841
internal_weight=0 779.595 710.323 646.511 574.708 144.087 89.3372 8780.41 1398.32
internal_count=4780 303 288 258 231 79 42 4477 670
is_linear=0
shrinkage=0.06


Tree=697
num_leaves=10
num_cat=0
split_feature=118 25 16 144 141 94 39 3 145
split_gain=0.0377504 0.192512 0.184259 0.203102 0.156868 0.31325 0.235705 0.176081 0.210214
threshold=0.00057154725072905432 0.0012745757703669371 0.0016331639490090313 0.021960759535431865 0.00046126570669002836 0.0019672545604407792 0.016668972559273246 0.0027679565828293566 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 -6 -9
right_child=-2 2 3 -5 5 -7 -8 8 -10
leaf_value=-0.00015897225418604066 -0.00011300142949440113 0.0022971636486035247 -0.0042312459120367844 0.0010690227996818333 -0.0013471301358701831 0.0013254491076923859 -0.0050671905517025769 0.002620596168087623 -0.001385618901943306
leaf_weight=2957.9997975826263 5036.1950330734253 224.46976447105408 56.01509165763855 48.615435123443604 234.88240480422974 763.03580820560455 39.649231433868408 122.46650505065918 76.671195507049561
leaf_count=1719 2410 74 43 17 137 279 29 31 41
internal_value=0 0.000125801 0.000663772 -0.00176853 0.000837942 0.000573084 -0.000638904 -0.000234365 0.00107814
internal_weight=0 4523.81 1565.81 104.631 1461.17 1236.71 473.669 434.02 199.138
internal_count=4780 2370 651 60 591 517 238 209 72
is_linear=0
shrinkage=0.06


Tree=698
num_leaves=10
num_cat=0
split_feature=53 129 33 70 19 128 142 76 76
split_gain=0.0395127 0.127551 0.130302 0.113249 0.224987 0.140345 0.0896362 0.0950295 0.0605248
threshold=0.059226244688034065 0.00066645268816500913 0.0027679565828293566 0.00017767510871635753 0.0013986918493174019 0.00093549740267917525 0.015675474889576439 0.0010263677686452868 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 8 7 -2 -5
right_child=1 2 -4 5 -6 -7 -8 -9 -10
leaf_value=-2.7026976383944458e-05 0.0029487775726017951 -0.0039877386675444019 0.00074882085826757125 -0.00330501072924691 0.0044083176811566226 0.0025665291131305094 -0.0015979924830554523 -0.00069764582203266556 -0.00015012776194294671
leaf_weight=9112.6391258239746 63.715876221656799 40.81822144985199 42.86691415309906 44.325191497802734 79.696020007133484 39.359944105148315 50.170141577720642 43.156201481819153 43.252630591392517
leaf_count=4535 25 30 17 33 19 14 38 32 37
internal_value=0 0.000550533 -0.00156148 0.00103653 0.00181183 -0.000409415 0.000494165 0.00147631 -0.00174689
internal_weight=0 447.361 83.6851 363.676 236.738 126.938 157.042 106.872 87.5778
internal_count=4780 245 47 198 114 84 95 57 70
is_linear=0
shrinkage=0.06


Tree=699
num_leaves=10
num_cat=0
split_feature=70 107 25 101 30 1 133 132 32
split_gain=0.0365888 0.0856243 0.144599 0.109202 0.129619 0.078894 0.0856555 0.0776801 0.0740707
threshold=0.017188700847327713 0.0005893622583243997 0.0022975050378590827 0.0016846025246195497 0.00038414125447161501 0.0010585968848317864 0.0054799309000372895 0.00080172589514404546 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5 -7 -8 -6
right_child=1 3 -4 5 8 6 7 -9 -10
leaf_value=-3.2968275124883752e-05 -0.00055460706073393658 0.0004349245944909048 0.0035429488526876104 -0.00042631034102682305 -0.004157587519171971 0.0035910696557747406 -0.00068190184140226454 0.0023962631124827098 -0.0011180349982429527
leaf_weight=8860.9933036565781 53.387824296951294 166.29771029949188 73.94749903678894 94.206045746803284 42.083640575408936 58.943487048149109 61.667183518409729 56.605507016181946 91.868065714836121
leaf_count=4423 26 98 19 56 36 16 38 14 54
internal_value=0 0.000417924 0.00182497 0.000104516 -0.000683935 0.000976707 0.00172253 0.000791313 -0.00207297
internal_weight=0 699.007 127.335 571.672 300.249 271.422 177.216 118.273 133.952
internal_count=4780 357 45 312 188 124 68 52 90
is_linear=0
shrinkage=0.06


Tree=700
num_leaves=10
num_cat=0
split_feature=21 60 51 43 80 32 91 134 150
split_gain=0.0382237 0.109292 0.125139 0.195821 0.149106 0.141548 0.161492 0.134875 0.127585
threshold=0.0056525857653468856 0.013860232196748258 0.0030382014811038975 0.0017376682371832433 0.0036604277556762104 0.00099512818269431613 0.0025217677466571335 0.00040826165059115743 0.012252715881913902
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 7 -7 -2 -5
right_child=1 -3 3 8 -6 6 -8 -9 -10
leaf_value=-4.9309980614836428e-05 -0.00079644447524193 0.001968143385638864 -0.0014871488848181061 0.0010516060406336749 -0.006140823097305308 0.0025473312798725521 0.00012464299704115396 0.0016780207295582074 -0.00177002841637674
leaf_weight=8178.4604704380035 328.49803519248962 127.14246511459351 115.44072425365448 196.11287605762482 31.562730431556702 203.81366062164307 192.70233511924744 104.53409767150879 81.732872009277344
leaf_count=4026 222 35 84 94 27 76 96 55 65
internal_value=0 0.000291906 0.000122007 -0.000715394 -0.00248633 0.000550878 0.00136993 -0.000199108 0.000221576
internal_weight=0 1381.54 1254.4 424.849 147.003 829.548 396.516 433.032 277.846
internal_count=4780 754 719 270 111 449 172 277 159
is_linear=0
shrinkage=0.06


Tree=701
num_leaves=10
num_cat=0
split_feature=122 8 148 78 138 98 84 40 47
split_gain=0.0367702 0.0926378 0.0785168 0.127266 0.119974 0.0773983 0.092905 0.0730264 0.0688515
threshold=0.0048403022810816774 0.0095705352723598498 0.011519505176693203 0.00068727668258361529 0.0032328735105693345 0.0037758676335215573 0.00077738583786413084 0.0011980500421486797 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 8 -7 -5 -4
right_child=1 -3 5 4 -6 6 -8 -9 -10
leaf_value=-2.935487737384331e-05 0.0025775530941386706 -0.0018453117129619717 0.00088880813093374686 -0.00052923252061811007 0.00079963536905869131 -0.0022281654341706298 0.0018949106353932136 -0.004156913672189652 0.0029675287581967516
leaf_weight=8999.9102573394775 45.204894185066223 55.918662548065186 120.22495412826538 34.876842260360718 68.391836285591125 41.987211465835571 37.021964073181152 46.759600639343262 109.70404398441315
leaf_count=4532 19 38 34 20 29 31 12 40 25
internal_value=0 0.000471694 0.000728678 -0.000213217 -0.0010541 0.00132391 -0.000296183 -0.00260709 0.00188061
internal_weight=0 560.09 504.171 195.233 150.028 308.938 79.0092 81.6364 229.929
internal_count=4780 248 210 108 89 102 43 60 59
is_linear=0
shrinkage=0.06


Tree=702
num_leaves=10
num_cat=0
split_feature=99 78 25 63 144 122 67 102 124
split_gain=0.0384066 0.0991053 0.247377 0.271629 0.264405 0.2484 0.155489 0.152146 0.150202
threshold=0.00017767510871635753 0.010500331409275534 0.0045489775948226461 0.0046923852059990176 0.0023699469165876512 0.0011261500185355546 0.00073092587990686308 0.00082683752407319855 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 6 4 7 5 -3 -1 -4 -8
right_child=-2 2 3 -5 -6 -7 8 -9 -10
leaf_value=0.00013214865669619458 -6.2298847163460116e-05 -0.0031064713892686303 -0.003335973384427743 0.002875969187596064 -0.0052108877034377915 0.0026660242280151852 0.0024274618601263557 0.00012158594713225466 -0.00012099187135573956
leaf_weight=1091.0161757469177 7537.3244333267212 58.353071689605713 58.353071689605713 113.30744314193726 68.777552723884583 49.687996029853821 243.36646294593811 213.26200985908508 126.55204975605011
leaf_count=653 3689 45 45 33 49 13 100 89 64
internal_value=0 0.000232151 -0.000445153 0.000408223 -0.0023029 -0.000451706 0.00049258 -0.000621227 0.00155562
internal_weight=0 2022.68 561.741 384.923 176.819 108.041 1460.93 271.615 369.919
internal_count=4780 1091 274 167 107 58 817 134 164
is_linear=0
shrinkage=0.06


Tree=703
num_leaves=10
num_cat=0
split_feature=124 35 132 16 21 27 50 133 146
split_gain=0.0369265 0.196225 0.218404 0.175167 0.133653 0.16698 0.124485 0.122841 0.116771
threshold=0.013860232196748258 0.00087947337306104611 0.0026012937305495147 0.0011980500421486797 0.0011261500185355546 0.0036604277556762104 0.0016846025246195497 0.0048403022810816774 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 -3 6 -6 -8 -4
right_child=1 2 8 -5 5 -7 7 -9 -10
leaf_value=-5.3471998039807384e-05 -0.0027753265088686658 0.00047076425362393 0.0002174436080180758 0.0021793324707570943 0.00088356612364428114 -6.5203015408345043e-05 0.0020701987132858762 0.0053682316550641663 -0.001462019634182448
leaf_weight=7929.5146633386612 124.79264438152313 378.88471639156342 565.74210143089294 32.346004009246826 71.802377223968506 90.409788370132446 74.140357255935669 90.024071931838989 202.34354257583618
leaf_count=4054 92 152 243 8 27 38 29 18 119
internal_value=0 0.00026005 0.00047501 -0.00175544 0.00123737 0.0021273 0.00296736 0.00387877 -0.000224992
internal_weight=0 1630.49 1473.35 157.139 705.261 326.377 235.967 164.164 768.086
internal_count=4780 726 626 100 264 112 74 47 362
is_linear=0
shrinkage=0.06


Tree=704
num_leaves=10
num_cat=0
split_feature=27 27 142 113 22 79 147 88 78
split_gain=0.0373834 0.0819442 0.241382 0.20004 0.245639 0.183651 0.14765 0.22842 0.137451
threshold=0.00017767510871635753 0.00064626874518580746 0.00096484774257987748 0.0014881226234138014 0.00077738583786413084 0.0026012937305495147 0.0092791137285530585 0.0062037324532866487 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 6 8 -2 7 -4 -5
right_child=1 -3 3 4 -6 -7 -8 -9 -10
leaf_value=0.00029770925319781759 -0.00077520418116626085 1.2229215080180641e-05 -0.0027437764977114509 0.00046545183321989718 0.0021929961192386329 0.0030284995783311421 -0.0054666290398320818 0.0024627258620106129 -0.0027000478390808874
leaf_weight=1310.3159939050674 86.215973854064941 7506.1711007356644 167.94884586334229 82.709003806114197 100.73784029483795 97.230870246887207 49.097580671310425 37.021964073181152 122.55109345912933
leaf_count=757 59 3564 124 56 37 34 42 12 95
internal_value=0 -4.72858e-05 -0.000648123 -0.00126684 -0.000233593 0.00124084 -0.00251128 -0.00180337 -0.00142452
internal_weight=0 8249.68 743.513 560.066 305.998 183.447 254.068 204.971 205.26
internal_count=4780 4023 459 366 188 93 178 136 151
is_linear=0
shrinkage=0.06


Tree=705
num_leaves=10
num_cat=0
split_feature=4 22 39 29 144 46 24 115 67
split_gain=0.0365273 0.175818 0.228984 0.336022 0.433915 0.435826 0.393599 0.330979 0.33411
threshold=0.0010585968848317864 0.0045489775948226461 0.0014881226234138014 0.0036604277556762104 0.0053125319536775359 0.21471316367387774 0.0010263677686452868 0.0063990866765379914 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -8 -9
right_child=-2 -3 3 4 -6 -7 7 8 -10
leaf_value=0.00021732114412849395 0.00012208520290577339 0.0016731096222333932 -3.0970852944634488e-05 -0.0062136474780054981 0.0011606061716742538 0.003890613420825939 -0.0013100791975466143 -0.0082484245038276956 -0.0014691363254548295
leaf_weight=2472.17025578022 4588.2434766292572 190.85834133625031 1400.9541625976562 89.915802121162415 176.14361667633057 40.528934121131897 496.26586353778839 54.942530751228333 49.977283358573914
leaf_count=1387 2194 60 628 72 72 15 277 47 28
internal_value=0 -0.000112668 -0.000183958 -0.000613645 -0.00151288 -0.00215653 -0.00251116 -0.0019574 -0.00501919
internal_weight=0 4971.76 4780.9 2308.73 907.774 731.63 691.101 601.186 104.92
internal_count=4780 2586 2526 1139 511 439 424 352 75
is_linear=0
shrinkage=0.06


Tree=706
num_leaves=10
num_cat=0
split_feature=58 46 88 18 81 116 1 25 133
split_gain=0.0375285 0.122658 0.182356 0.124961 0.252334 0.133094 0.0997721 0.130496 0.180208
threshold=0.0062037324532866487 0.029773407615721229 0.0023699469165876512 0.00085274505545385193 0.0053125319536775359 0.0049928687512874612 0.0037758676335215573 0.00052132029668428015 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 5 -3 -2 -8 -9
right_child=1 2 -4 -5 -6 -7 7 8 -10
leaf_value=-7.0313802291994371e-05 0.00054934905646726432 0.00051238023160864643 -0.0049457127642941025 -0.002852809821197675 -0.0034915973111036063 0.0046759384058206654 0.0010730598475600108 0.00034297546831143117 -0.0026809321766702943
leaf_weight=7082.2980297803879 1775.790559887886 108.23392593860626 36.238690495491028 57.184081673622131 46.759600639343262 37.118393182754517 132.39699983596802 138.33837902545929 145.64160645008087
leaf_count=3285 1047 68 31 44 40 17 69 79 100
internal_value=0 0.000200986 -0.000968733 -0.000390623 0.000342272 0.00157562 0.000353344 -0.000482588 -0.00120786
internal_weight=0 2477.7 285.535 249.296 192.112 145.352 2192.17 416.377 283.98
internal_count=4780 1495 200 169 125 85 1295 248 179
is_linear=0
shrinkage=0.06


Tree=707
num_leaves=10
num_cat=0
split_feature=139 133 86 86 56 45 40 102 17
split_gain=0.0374407 0.0800234 0.0588897 0.171983 0.221228 0.213408 0.19603 0.45922 0.26363
threshold=0.0032328735105693345 0.0054799309000372895 0.00096484774257987748 0.0012745757703669371 0.0038949446752667431 0.014293605927377941 0.0027679565828293566 0.0014427106943912806 0.014740333426743748
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 5 -5 -4 -8 -9
right_child=1 -3 3 4 -6 -7 7 8 -10
leaf_value=7.3134825243460896e-05 -0.00066057410429846855 0.0015048908475728644 0.00049252564380313749 0.00023805239498559069 -0.0028578710929656505 -0.0026353813453156637 0.00034814542713835865 -0.0055413397044183407 0.00018262952708604009
leaf_weight=6734.700300693512 97.423728466033936 166.30955100059509 146.03916358947754 1911.6691448688507 95.471464872360229 97.809444904327393 141.55606174468994 131.90301358699799 37.118393182754517
leaf_count=3563 44 39 61 760 62 64 67 103 17
internal_value=0 0.000704963 -1.99997e-05 -0.000264863 -3.58835e-05 9.81908e-05 -0.00132043 -0.00217291 -0.00428431
internal_weight=0 263.733 9296.27 2561.57 2104.95 2009.48 456.617 310.577 169.021
internal_count=4780 83 4697 1134 886 824 248 187 120
is_linear=0
shrinkage=0.06


Tree=708
num_leaves=10
num_cat=0
split_feature=12 46 36 36 41 139 103 107 92
split_gain=0.0359646 0.118922 0.106308 0.052887 0.0411189 0.154337 0.252806 0.128037 0.15112
threshold=0.052634395658969886 0.0095705352723598498 0.0060143163427710542 0.0013986918493174019 0.00040826165059115743 0.00093549740267917525 0.00037263428384903824 0.0031340263085439806 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 -7 8 -6
right_child=1 -3 -4 -5 7 6 -8 -9 -10
leaf_value=-4.3107186187324292e-05 -0.00074745168553599093 0.0026882223642488616 -0.0025669155660229663 0.0017085966068379774 0.0011278141857273068 -0.0061315915164304848 -0.0002862298170842215 -0.00056627184483516192 -0.00031193175654545133
leaf_weight=7570.5873656272888 52.218834280967712 76.189049959182739 47.735732436180115 79.792449116706848 720.95216763019562 39.649231433868408 81.154297351837158 479.03214132785797 412.68899774551392
leaf_count=3983 25 16 31 24 243 29 35 218 176
internal_value=0 0.000701666 -0.000140373 0.000737074 -1.93014e-05 -7.70587e-05 -0.00220475 0.000256163 0.000603691
internal_weight=0 255.936 179.747 132.011 9304.06 7691.39 120.804 1612.67 1133.64
internal_count=4780 96 80 49 4684 4047 64 637 419
is_linear=0
shrinkage=0.06


Tree=709
num_leaves=10
num_cat=0
split_feature=24 117 68 133 44 123 133 93 82
split_gain=0.0358663 0.113184 0.150254 0.15769 0.225203 0.204898 0.18014 0.140773 0.164946
threshold=0.0032328735105693345 0.016668972559273246 0.0027679565828293566 0.0015349716995842757 0.00057154725072905432 0.00066645268816500913 0.00080172589514404546 0.00057154725072905432 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 7 -4 -6 -9
right_child=-2 2 3 4 5 -7 -8 8 -10
leaf_value=-0.00023377633192084055 0.00013581334100630578 -0.00050273082169446264 0.0011103335146756882 0.0040419699417433884 0.003469496526128765 -0.001641075690176041 -0.0029637192360368945 -9.1529984390968666e-05 0.0034647368455168353
leaf_weight=4434.973833322525 4041.096945643425 384.42853844165802 88.361095666885376 99.375992059707642 98.20700204372406 91.868065714836121 70.042971849441528 189.19536507129669 62.450457096099854
leaf_count=2235 2021 201 51 26 25 54 55 93 19
internal_value=0 -9.94464e-05 0.000450174 0.000973867 0.00146129 0.0008807 -0.000691128 0.0015429 0.000791022
internal_weight=0 5518.9 1083.93 699.501 541.097 441.721 158.404 349.853 251.646
internal_count=4780 2759 524 323 217 191 106 137 112
is_linear=0
shrinkage=0.06


Tree=710
num_leaves=10
num_cat=0
split_feature=89 142 139 56 86 133 75 79 92
split_gain=0.03546 0.0854948 0.0405322 0.191174 0.165565 0.129871 0.0876311 0.0745189 0.0588688
threshold=0.034125410020351417 0.0049928687512874612 0.0032328735105693345 0.0038949446752667431 0.0036604277556762104 0.015675474889576439 0.011169348377734424 0.0049928687512874612 0.4073652476072312
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 -5 -6 7 -4 -1
right_child=1 -3 6 4 5 -7 -8 -9 -10
leaf_value=1.3994899730373432e-05 -0.00055007619003330835 0.0027108180929782807 -0.0014068745939984986 0.00017360792670254266 -0.0073317347119607138 -0.0015818775588006845 0.0019581605666906801 0.0013414448349313684 -0.0012319787000957458
leaf_weight=8943.9915947914124 59.232774376869202 56.605507016181946 84.661267399787903 42.963343262672424 31.562730431556702 25.62135124206543 115.54899406433105 61.185037970542908 138.62766635417938
leaf_count=4494 31 14 38 22 27 17 30 13 94
internal_value=0 0.00104339 -1.27978e-05 -3.37694e-05 -0.00264091 -0.00475551 0.000723931 -0.000253907 -5.02235e-06
internal_weight=0 115.838 9444.16 9182.77 100.147 57.1841 261.395 145.846 9082.62
internal_count=4780 45 4735 4654 66 44 81 51 4588
is_linear=0
shrinkage=0.06


Tree=711
num_leaves=10
num_cat=0
split_feature=63 118 26 51 61 8 144 63 79
split_gain=0.0363594 0.0797373 0.125444 0.16411 0.142925 0.103254 0.0762722 0.0529549 0.170099
threshold=0.014740333426743748 0.0023699469165876512 0.00055427959887310873 0.00043393640953581786 0.0019071503775194289 0.012252715881913902 0.00017767510871635753 0.0034400182776153092 0.007706565549597145
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -5 6 -4 -1 -9
right_child=1 -3 5 4 -6 -7 -8 8 -10
leaf_value=6.5942237613800285e-05 0.0016733845526030976 0.001813319854963433 0.0014869337005784383 -0.0054919622129177229 -0.00093267170458552571 0.0027990357176774128 -0.0016374264915479182 -0.00055762264345122266 0.00050899809455116343
leaf_weight=6447.1287567615509 49.784425139427185 124.90091419219971 56.798365235328674 37.407680511474609 73.164225459098816 76.285479068756104 55.725804328918457 1885.5182852745056 753.28633093833923
leaf_count=3317 18 38 24 32 38 21 28 954 310
internal_value=0 0.000512266 4.68631e-05 -0.00118718 -0.00247513 0.00109493 -6.0356e-05 -2.67279e-05 -0.00025314
internal_weight=0 474.067 349.166 160.356 110.572 188.81 112.524 9085.93 2638.8
internal_count=4780 199 161 88 70 73 52 4581 1264
is_linear=0
shrinkage=0.06


Tree=712
num_leaves=10
num_cat=0
split_feature=98 98 148 31 40 81 25 148 102
split_gain=0.0355287 0.170992 0.162875 0.239395 0.139336 0.268449 0.216004 0.190532 0.246448
threshold=0.00043393640953581786 0.00066645268816500913 0.020035739988088611 0.0032328735105693345 0.0036604277556762104 0.0044099434744566688 0.014293605927377941 0.020035739988088611 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 7 6 -6 -1 -9
right_child=1 -3 -4 -5 5 -7 -8 8 -10
leaf_value=-0.00021658802402635239 0.00080834513047514797 -3.7847731410448129e-05 0.0021924287934219108 -0.0029014635699061669 -0.0035056923961407859 6.4128135579585719e-05 -0.00027831480759294298 -0.0014332652676643635 0.0026199770879319923
leaf_weight=1045.3409767150879 480.88797581195831 6673.0449578762054 241.71532738208771 71.995235443115234 187.33953058719635 457.50817549228668 124.11764061450958 73.357083678245544 204.69336330890656
leaf_count=550 195 3466 74 37 116 175 57 48 62
internal_value=0 6.12263e-05 0.000893251 0.000325262 -0.000218517 -0.000860844 -0.00221956 0.000154711 0.00155062
internal_weight=0 7467.64 794.599 552.883 2092.36 768.965 311.457 1323.39 278.05
internal_count=4780 3772 306 232 1008 348 173 660 110
is_linear=0
shrinkage=0.06


Tree=713
num_leaves=10
num_cat=0
split_feature=58 46 31 84 79 95 36 65 77
split_gain=0.0354265 0.105715 0.164374 0.205774 0.181427 0.140357 0.124724 0.0970717 0.194971
threshold=0.0062037324532866487 0.029773407615721229 0.00044738779251929378 0.0016846025246195497 0.0016846025246195497 0.072653736919164671 0.0005375427135732026 0.00017767510871635753 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 6 7 -3 -2 -9
right_child=1 2 -4 -5 -6 -7 -8 8 -10
leaf_value=-6.8316264305477327e-05 -0.00015207548038488757 -0.0011085392932027643 -0.002743956272164495 0.0047494518595142714 -0.0034261980581611713 0.0035214375455109655 0.0032987384840633426 0.0022575130902655624 0.00025918570855459373
leaf_weight=7082.2980297803879 1038.6890716552734 50.170141577720642 107.45065236091614 30.104453086853027 54.942530751228333 48.711864233016968 42.86691415309906 219.29981815814972 885.4667911529541
leaf_count=3285 682 38 87 11 47 22 17 104 487
internal_value=0 0.000195276 -0.000890656 0.000227571 -0.000692344 0.000336721 0.000922118 0.000264346 0.00065586
internal_weight=0 2477.7 285.535 178.084 147.98 2192.17 93.0371 2143.46 1104.77
internal_count=4780 1495 200 113 102 1295 55 1273 591
is_linear=0
shrinkage=0.06


Tree=714
num_leaves=10
num_cat=0
split_feature=99 93 9 30 100 70 116 126 146
split_gain=0.0361081 0.114541 0.155251 0.178486 0.153225 0.173081 0.218494 0.154972 0.136876
threshold=0.00017767510871635753 0.00017767510871635753 0.00057154725072905432 0.00057154725072905432 0.0037758676335215573 0.00082683752407319855 0.0056525857653468856 0.00068727668258361529 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 5 6 7 -3 -1
right_child=-2 4 3 -5 -6 -7 -8 -9 -10
leaf_value=0.00081520876881812612 -6.0405861767891512e-05 0.0016685975776062252 0.00037576881765388921 -0.0050856752816873432 -0.00027452302443678987 0.0026085095361904529 -0.0018843287546435588 -0.0017334989443368567 -0.00076832320051220375
leaf_weight=370.20780003070831 7537.3244333267212 345.56258058547974 38.383812308311462 49.097580671310425 430.50129461288452 209.46575248241425 104.63052678108215 56.01509165763855 418.81139445304871
leaf_count=179 3689 153 23 42 265 71 60 43 255
internal_value=0 0.000225097 -0.000291223 -0.00268938 0.000619936 0.00115798 0.000557764 0.00119405 -2.533e-05
internal_weight=0 2022.68 876.501 87.4814 1146.18 715.674 506.208 401.578 789.019
internal_count=4780 1091 499 65 592 327 256 196 434
is_linear=0
shrinkage=0.06


Tree=715
num_leaves=10
num_cat=0
split_feature=4 114 74 58 106 46 117 54 115
split_gain=0.0346135 0.134511 0.210051 0.184353 0.346295 0.200589 0.19496 0.19423 0.201657
threshold=0.0010585968848317864 0.00068727668258361529 0.000490355829242617 0.00096484774257987748 0.00064626874518580746 0.0016846025246195497 0.014293605927377941 0.00073092587990686308 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -5 -6 -7 -9
right_child=1 2 -4 5 6 7 -8 8 -10
leaf_value=-0.0001096764613818406 0.00088462741029357269 0.00075876493768971319 -0.00030441270305618299 0.00096609103144090107 -0.005279301714031486 0.00057759830475259742 -0.00057988960286161218 -0.00055965191996529121 -0.0030568829789064311
leaf_weight=4971.7567902803421 99.56885027885437 1824.5616276264191 1056.27128469944 473.86219501495361 95.857181310653687 359.78331899642944 47.542874217033386 476.77874970436096 154.01739478111267
leaf_count=2586 36 774 461 248 82 175 21 280 117
internal_value=0 0.000118844 0.000368946 -0.000303141 -0.00183376 -4.91922e-05 -0.00372126 -0.000534872 -0.00116938
internal_weight=0 4588.24 2880.83 1707.41 242.969 1464.44 143.4 990.579 630.796
internal_count=4780 2194 1235 959 139 820 103 572 397
is_linear=0
shrinkage=0.06


Tree=716
num_leaves=10
num_cat=0
split_feature=50 46 137 55 20 55 71 47 46
split_gain=0.0342403 0.162126 0.14862 0.128047 0.222763 0.133842 0.151984 0.11222 0.248076
threshold=0.0053125319536775359 0.096724390983581557 0.00037263428384903824 0.00090704852482303988 0.00017767510871635753 0.00066645268816500913 0.00099512818269431613 0.0032328735105693345 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 -3 5 -5 6 -2 -1 -9
right_child=3 2 -4 4 -6 -7 -8 8 -10
leaf_value=0.00013905594280854449 0.003228275159565786 -9.6058673632577031e-06 0.0033909392839787766 -0.0016884977015998398 0.0023281772957261739 -0.0035354741951344032 3.0317169736683091e-05 3.2091449603663369e-05 -0.0011229407672648233
leaf_weight=2411.0562620162964 54.267526984214783 95.085748434066772 90.120501041412354 65.077724456787109 210.4418842792511 37.311251401901245 3783.6789211034775 1714.9184906482697 1098.0419565439224
leaf_count=1020 12 42 23 36 62 27 2027 931 600
internal_value=0 -9.94691e-05 0.00164508 0.000129626 0.00137944 4.07684e-05 7.55354e-05 -0.000161318 -0.000418777
internal_weight=0 5409.22 185.206 4150.78 275.52 3875.26 3837.95 5224.02 2812.96
internal_count=4780 2616 65 2164 98 2066 2039 2551 1531
is_linear=0
shrinkage=0.06


Tree=717
num_leaves=10
num_cat=0
split_feature=15 18 37 4 132 70 140 59 115
split_gain=0.0357862 0.193349 0.210021 0.171589 0.170285 0.150734 0.238524 0.127363 0.124807
threshold=0.023343417793512348 0.00096484774257987748 0.0045489775948226461 0.00060774214216507982 0.0010263677686452868 0.00082683752407319855 0.01884530205279589 0.0022975050378590827 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 4 7 5 -3 -7 -2 -5
right_child=1 2 -4 8 -6 6 -8 -9 -10
leaf_value=-4.802203351101337e-05 -0.00053953382943270126 0.0014097597892254819 0.0033107610930284514 -0.00072158904036306621 0.0035161717100174886 -0.0048915395523633949 0.00050054086983863239 -0.0030947819257468884 0.0010496966845767648
leaf_weight=8163.0707420110703 263.32388162612915 101.81040120124817 135.22896611690521 221.43309926986694 52.025976061820984 50.170141577720642 71.802377223968506 95.760752201080322 405.37392961978912
leaf_count=4003 181 33 37 155 15 38 27 77 214
internal_value=0 0.000280621 0.00137384 -0.000175166 0.000424175 -0.000294665 -0.00171735 -0.00122097 0.000423952
internal_weight=0 1396.93 411.038 985.892 275.809 223.783 121.973 359.085 626.807
internal_count=4780 777 150 627 113 98 65 258 369
is_linear=0
shrinkage=0.06


Tree=718
num_leaves=10
num_cat=0
split_feature=21 82 37 51 96 143 143 112 79
split_gain=0.0331972 0.0956197 0.120478 0.205056 0.183005 0.249656 0.12186 0.147171 0.119552
threshold=0.0056525857653468856 0.0038949446752667431 0.0012745757703669371 0.00080172589514404546 0.0012357163941487672 0.0056525857653468856 0.028020657598972324 0.00062670491752214741 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -4 -5
right_child=1 -3 6 8 5 -7 -8 -9 -10
leaf_value=-4.5953505275703925e-05 -0.00054708642694049751 -0.00059325035410299413 0.0017746970249096017 2.1576611640587782e-05 0.0040026844523093691 -0.00029963057053992341 0.0038168551317105514 -0.0016392150856504048 -0.0021380793261689436
leaf_weight=8178.4604704380035 128.01032710075378 344.96032452583313 182.86826944351196 245.40331494808197 125.97347509860992 79.009175539016724 66.933558940887451 60.498193502426147 147.88315737247467
leaf_count=4026 80 241 63 146 34 43 13 37 97
internal_value=0 0.000272036 0.000559993 0.000137185 0.00123284 0.00234439 0.0015496 0.000926036 -0.000790495
internal_weight=0 1381.54 1036.58 726.279 332.993 204.983 310.3 243.366 393.286
internal_count=4780 754 513 400 157 77 113 100 243
is_linear=0
shrinkage=0.06


Tree=719
num_leaves=10
num_cat=0
split_feature=115 109 122 71 109 85 38 85 70
split_gain=0.0322268 0.127992 0.156906 0.222564 0.148216 0.179495 0.178457 0.156453 0.199514
threshold=0.0028552538715302949 0.024810968898236755 0.00044738779251929378 0.015200819820165636 0.01884530205279589 0.0022272822679951791 0.00040826165059115743 0.0034400182776153092 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 7 6 -6 8 -2
right_child=1 2 -4 -5 5 -7 -8 -9 -10
leaf_value=0.00011030090234741226 -0.00015299362605043494 -0.0053491765801805067 1.6269553643233882e-05 0.00030016877419903172 0.00021143403998097294 -0.0012791078059466231 0.0040311259439973325 0.00028497517356896354 -0.0014658980550963194
leaf_weight=4773.9690972566605 1888.5549504756927 65.463440895080566 114.95857870578766 40.721792340278625 77.647327303886414 66.150285363197327 101.7139720916748 1896.1711466312408 534.64967584609985
leaf_count=2584 873 56 59 25 32 32 28 791 300
internal_value=0 -0.000110023 -0.00151974 -0.00318267 -4.17297e-05 0.0013923 0.00237754 -0.000123239 -0.00044267
internal_weight=0 4786.03 221.144 106.185 4564.89 245.512 179.361 4319.38 2423.2
internal_count=4780 2196 140 81 2056 92 60 1964 1173
is_linear=0
shrinkage=0.06


Tree=720
num_leaves=10
num_cat=0
split_feature=82 147 17 72 8 49 79 72 15
split_gain=0.0360789 0.0864426 0.0896563 0.0941536 0.16224 0.136475 0.120184 0.117042 0.134931
threshold=0.0070226341485977182 0.015200819820165636 0.074787221848964705 0.0084566329605877417 0.0021592099219560628 0.0019672545604407792 0.010500331409275534 0.0042751494329422721 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 7 8 -2
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-4.1576159095461302e-05 0.0009214650078161234 0.0017579434171696622 0.0023446450075311795 0.0023804894246200804 -0.0035127793213747325 0.0012787432538784206 -0.0027290304653528347 0.0019005859156947733 -0.00099585696170030906
leaf_weight=8480.9632786512375 283.69069814682007 133.18027341365814 61.281467080116272 32.44243311882019 92.253782153129578 27.862902164459229 45.59061062335968 155.39108371734619 247.34373784065247
leaf_count=4152 164 50 18 13 74 14 39 69 187
internal_value=0 0.000326778 0.000125265 -2.84892e-05 -0.00138444 -0.00240131 0.000254104 0.000452236 2.84201e-05
internal_weight=0 1079.04 945.857 884.575 152.559 120.117 732.016 686.426 531.034
internal_count=4780 628 578 560 101 88 459 420 351
is_linear=0
shrinkage=0.06


Tree=721
num_leaves=10
num_cat=0
split_feature=109 0 32 44 103 54 18 51 58
split_gain=0.0357464 0.116842 0.19899 0.252386 0.179697 0.145442 0.15997 0.168489 0.168172
threshold=0.014740333426743748 0.0087224207818508166 0.0026833302108570938 0.0013146653072908523 0.0026012937305495147 0.0098710241727530974 0.0045489775948226461 0.0034400182776153092 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -3 -9
right_child=1 5 -4 4 -6 -7 -8 8 -10
leaf_value=-6.0732057931988356e-05 -0.0025752073451983243 0.001630588701242691 -0.0024188538213331212 0.00063008073204456633 -0.0030596069398540482 -0.0016581737963153893 0.0029994136222078398 -0.0034777525890923684 0.00026137855128884936
leaf_weight=7503.8940277099609 113.10274422168732 323.15891206264496 126.8413370847702 869.20920073986053 50.266570687294006 82.901862025260925 120.32138323783875 50.073712468147278 320.2305166721344
leaf_count=3744 82 124 79 419 43 66 39 33 151
internal_value=0 0.000221646 -0.000176121 9.93755e-05 0.00042837 0.000735959 0.000979854 0.000629445 -0.000244239
internal_weight=0 2056.11 1159.42 1032.58 919.476 896.686 813.785 693.463 370.304
internal_count=4780 1036 623 544 462 413 347 308 184
is_linear=0
shrinkage=0.06


Tree=722
num_leaves=10
num_cat=0
split_feature=53 14 77 45 126 37 148 19 71
split_gain=0.0369414 0.0977392 0.106958 0.124908 0.0781428 0.0777465 0.0733673 0.0440929 0.183625
threshold=0.059226244688034065 0.00082683752407319855 0.0015349716995842757 0.0087224207818508166 0.0011980500421486797 0.00087947337306104611 0.0051502294372767219 0.02129978779703379 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -5 -3 -6 -1 -9
right_child=1 5 -4 4 6 -7 -8 8 -10
leaf_value=2.4948675315055913e-05 0.0028294894686933325 0.00014814961803495243 0.0029725478935268318 -0.0019417881031971054 -0.00054764129197307665 -0.0031166963680314356 0.0024834964004437619 -0.0023312860699739564 -8.3650337011746066e-05
leaf_weight=7925.4409593343735 60.305335283279419 77.743756413459778 79.888878226280212 67.608562707901001 75.887921929359436 39.649231433868408 46.27745509147644 149.73899185657501 1037.4591746330261
leaf_count=3962 27 37 29 48 60 29 15 74 499
internal_value=0 0.000532319 0.0010613 0.000450746 -0.000305158 -0.000954545 0.000600584 -2.61328e-05 -0.00036714
internal_weight=0 447.361 329.968 250.079 189.774 117.393 122.165 9112.64 1187.2
internal_count=4780 245 179 150 123 66 75 4535 573
is_linear=0
shrinkage=0.06


Tree=723
num_leaves=10
num_cat=0
split_feature=113 73 144 39 125 0 102 53 27
split_gain=0.0362639 0.0806361 0.114388 0.0766976 0.0854204 0.0735393 0.0546371 0.0535679 0.0490578
threshold=0.013439828064292671 0.00042089859198313212 0.0011261500185355546 0.0087224207818508166 0.0013986918493174019 0.0051502294372767219 0.0048403022810816774 0.015675474889576439 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 3 5 4 7 -3 -4 -2 -1
right_child=1 2 6 -5 -6 -7 -8 -9 -10
leaf_value=0.00032374717981710081 0.00017816528105349562 0.0022386824768232919 -0.0030390662843997377 0.0024043540244368827 -0.0040413496406046653 -3.7670467114895968e-05 0.00044328947064547586 -0.0027843779234086696 -8.3828200793589327e-05
leaf_weight=1230.9211019277573 120.21311342716217 190.95477044582367 30.39374041557312 28.935463070869446 26.886770367622375 69.753684520721436 34.780413150787354 26.886770367622375 7800.2744392156601
leaf_count=694 93 65 26 10 23 40 15 23 3791
internal_value=0 0.00048293 0.00106759 -0.000456002 -0.000931703 0.00162963 -0.0011807 -0.000363325 -2.82771e-05
internal_weight=0 528.805 325.883 202.922 173.987 260.708 65.1742 147.1 9031.2
internal_count=4780 295 146 149 139 105 41 116 4485
is_linear=0
shrinkage=0.06


Tree=724
num_leaves=10
num_cat=0
split_feature=90 1 6 110 104 82 101 19 130
split_gain=0.0363299 0.104606 0.100769 0.181853 0.240523 0.19582 0.120557 0.099671 0.0947494
threshold=0.00068727668258361529 0.016164712607860569 0.00039601318712811922 0.0011261500185355546 0.0042751494329422721 0.002945306478068233 0.0026012937305495147 0.00060774214216507982 0.0003614811430452392
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -4 -7 -8
right_child=1 -3 6 4 -6 7 8 -9 -10
leaf_value=-3.9548917455575204e-05 -0.0047877403114706995 0.0027709367394784029 9.7473831922908553e-05 -0.0042532907026751401 0.00092666620036536062 0.0020685612189854426 0.0038502380146523711 -0.0020880029361187488 0.00089490297312375925
leaf_weight=8579.1465992927551 60.691051721572876 60.11247706413269 284.47397172451019 36.238690495491028 294.70559453964233 36.045832276344299 68.198978066444397 49.001151561737061 91.385920166969299
leaf_count=4295 47 17 145 31 139 21 19 37 29
internal_value=0 0.000345919 0.000187597 -0.000418233 0.000359456 -0.00218422 0.000837935 -0.000326308 0.00215787
internal_weight=0 980.854 920.741 476.682 330.944 145.738 444.059 85.047 159.585
internal_count=4780 485 468 275 170 105 193 58 48
is_linear=0
shrinkage=0.06


Tree=725
num_leaves=10
num_cat=0
split_feature=39 61 31 135 101 68 84 20 20
split_gain=0.0344451 0.162286 0.150972 0.253678 0.280095 0.179323 0.138679 0.13502 0.0675521
threshold=0.028884131461381916 0.0034400182776153092 0.0019672545604407792 0.00044738779251929378 0.0060143163427710542 0.0017376682371832433 0.00044738779251929378 0.0014881226234138014 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 5 -5 8 -3 -2
right_child=1 7 3 4 -6 -7 -8 -9 -10
leaf_value=-2.8359280558016812e-05 0.0039811020483798377 -0.0038975142132649178 0.0018196200097508404 -0.0019779103237279184 0.0012358121868266262 -0.0085238819581751283 -0.00016212886159393237 0.00066785492483574635 0.0016094125562682361
leaf_weight=9001.850680232048 91.289491057395935 51.146273374557495 105.02808392047882 32.538862228393555 45.108465075492859 28.055760383605957 79.985307335853577 42.86691415309906 82.130429148674011
leaf_count=4573 24 29 21 18 14 24 34 17 26
internal_value=0 0.000457379 0.000917835 -0.000268808 -0.0023439 -0.00500874 0.00190464 -0.00181586 0.00285789
internal_weight=0 558.15 464.136 210.731 105.703 60.5946 253.405 94.0132 173.42
internal_count=4780 207 161 77 56 42 84 46 50
is_linear=0
shrinkage=0.06


Tree=726
num_leaves=10
num_cat=0
split_feature=58 83 46 0 11 23 86 31 149
split_gain=0.0337689 0.064807 0.0511297 0.144676 0.195807 0.217158 0.248714 0.226146 0.202843
threshold=0.029773407615721229 0.057509137317538268 0.012636432424187662 0.0051502294372767219 0.020658296532928947 0.0072436286136507997 0.0013986918493174019 0.00017767510871635753 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 7 -7 -5 -9
right_child=1 -3 3 4 -6 6 -8 8 -10
leaf_value=-0.00011665259088752116 0.00021637123219722177 0.0022121940589040516 0.00054395326568487906 0.0015466406383122448 0.0013178984846097667 -0.0014278877981884282 -0.0067053757648436125 -0.0026159071673088098 0.0022445394358973068
leaf_weight=6519.5215493440628 517.00655579566956 66.053856253623962 1591.9089330434799 189.88220953941345 183.84440124034882 284.76325905323029 36.238690495491028 130.25187802314758 40.528934121131897
leaf_count=3315 339 27 693 69 54 160 31 77 15
internal_value=0 0.000442474 -2.87391e-05 0.000204495 -0.000419862 -0.000888534 -0.00202368 0.00012178 -0.00146245
internal_weight=0 583.06 8976.94 2457.42 865.509 681.665 321.002 360.663 170.781
internal_count=4780 366 4414 1099 406 352 191 161 92
is_linear=0
shrinkage=0.06


Tree=727
num_leaves=10
num_cat=0
split_feature=51 33 9 53 59 18 138 44 40
split_gain=0.0337356 0.121282 0.210151 0.19779 0.146431 0.122995 0.252147 0.158505 0.172763
threshold=0.00043393640953581786 0.0027679565828293566 0.00057154725072905432 0.00244467705488205 0.0044099434744566688 0.0015833032084628942 0.00044738779251929378 0.00017767510871635753 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 7 -7 -1 -9
right_child=-2 2 3 -5 -6 6 -8 8 -10
leaf_value=0.0005021916030493389 5.1450722839955254e-05 0.002519747195512657 0.0012111168827171684 -0.0031004617559439599 -0.00042990182452524165 -5.3846373257870425e-05 -0.0060371257039988904 -0.00014477201368872465 -0.0021144493658316488
leaf_weight=447.55399930477142 7911.4367605447769 192.31661868095398 69.560826301574707 85.239842057228088 88.45752477645874 61.474325299263 43.156201481819153 387.248664021492 273.55550444126129
leaf_count=255 3832 76 30 68 56 28 32 228 175
internal_value=0 -0.000246911 0.000611892 -0.00116302 0.00159046 -0.000555301 -0.00252173 -0.000369668 -0.000960167
internal_weight=0 1648.56 435.575 154.801 280.774 1212.99 104.631 1108.36 660.804
internal_count=4780 948 230 98 132 718 60 658 403
is_linear=0
shrinkage=0.06


Tree=728
num_leaves=10
num_cat=0
split_feature=61 7 94 116 138 119 50 54 108
split_gain=0.0350508 0.104919 0.23292 0.185354 0.181182 0.245933 0.151881 0.242359 0.200515
threshold=0.0037758676335215573 0.0020292587578296666 0.0025217677466571335 0.024810968898236755 0.0037758676335215573 0.00096484774257987748 0.0033348383149132137 0.0012745757703669371 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 -6 7 8 -4
right_child=1 3 6 -5 5 -7 -8 -9 -10
leaf_value=-7.4071061090542011e-05 0.00064633266761441634 0.00083802500034826715 0.0023419197035913619 -0.0018639124742554584 -0.0047986171105725622 0.0022005551216649029 -0.00033191944427365591 -0.0039233469307380035 -0.0034001412235619101
leaf_weight=6752.9575175046921 946.84468734264374 1079.2772092819214 55.532946109771729 99.858137607574463 51.435560703277588 27.862902164459229 375.75162208080292 134.33742272853851 36.142261385917664
leaf_count=3377 510 402 18 51 44 14 228 110 26
internal_value=0 0.000178194 -0.000133998 0.000609204 0.000415606 -0.00233934 -0.00107119 -0.00230026 7.81553e-05
internal_weight=0 2807.04 1627.91 1179.14 1026.14 79.2985 601.764 226.013 91.6752
internal_count=4780 1403 950 453 568 58 382 154 44
is_linear=0
shrinkage=0.06


Tree=729
num_leaves=10
num_cat=0
split_feature=53 120 129 138 4 70 1 28 63
split_gain=0.0325263 0.0917452 0.0840651 0.111722 0.101032 0.0952174 0.0524674 0.254414 0.201384
threshold=0.059226244688034065 0.00073092587990686308 0.00066645268816500913 0.00039601318712811922 0.0026012937305495147 0.00017767510871635753 0.091400381177663817 0.001792412775103003 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 -1 8 -8
right_child=1 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=-5.8268928614298526e-06 0.0024509414152350455 -0.0018274860144507888 -0.0011120513380772029 0.003011260382883523 -0.0011060404062286575 -0.00086553782340939209 -0.00041285780136830058 0.0014142624618800233 -0.0065061494791757869
leaf_weight=8961.5382857322693 105.51022946834564 53.677111625671387 67.415704488754272 90.216930150985718 86.312402963638306 44.22876238822937 38.383812308311462 72.971367239952087 39.745660543441772
leaf_count=4450 46 41 38 28 64 28 23 28 34
internal_value=0 0.000499497 0.000816771 0.00121532 0.000528922 0.00147135 -2.45215e-05 -0.00113327 -0.00351261
internal_weight=0 447.361 393.684 326.268 236.051 149.739 9112.64 151.101 78.1295
internal_count=4780 245 204 166 138 74 4535 85 57
is_linear=0
shrinkage=0.06


Tree=730
num_leaves=10
num_cat=0
split_feature=24 124 145 77 150 46 105 136 146
split_gain=0.0338848 0.106759 0.163785 0.181803 0.216218 0.192019 0.167486 0.15176 0.145137
threshold=0.0032328735105693345 0.0033348383149132137 0.0023699469165876512 0.0054799309000372895 0.0011615398107096555 0.0038949446752667431 0.0032328735105693345 0.00044738779251929378 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -7 -5 -3
right_child=1 8 3 5 -6 6 -8 -9 -10
leaf_value=-9.6660214766255371e-05 0.00079183526428671909 -2.3196930714077774e-05 -0.0040360857133731887 0.0026879113725470664 -0.00036751209827157161 0.00062401017275895865 -0.0029940338471164838 -0.00063818880736387458 -0.0017026390963567888
leaf_weight=5518.9033212661743 1410.595370054245 988.55445218086243 61.956470847129822 204.78979241847992 869.67950558662415 144.96660268306732 67.512133598327637 65.077724456787109 227.96489381790161
leaf_count=2759 651 467 53 67 503 65 43 36 136
internal_value=0 0.000132008 0.000334398 -0.000121945 -0.000611483 0.000823583 -0.000525572 0.00188583 -0.000337909
internal_weight=0 4041.1 2824.58 1413.98 931.636 482.346 212.479 269.868 1216.52
internal_count=4780 2021 1418 767 556 211 108 103 603
is_linear=0
shrinkage=0.06


Tree=731
num_leaves=10
num_cat=0
split_feature=14 133 14 44 35 108 58 15 39
split_gain=0.0343463 0.145955 0.161376 0.16143 0.156725 0.195865 0.151355 0.269355 0.159057
threshold=0.0013560238294303419 0.044033329933881767 0.00093549740267917525 0.024810968898236755 0.0037758676335215573 0.0026833302108570938 0.00077738583786413084 0.016668972559273246 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 8 -8
right_child=-2 -3 3 -5 5 -7 7 -9 -10
leaf_value=-1.6173768998600216e-05 0.00011944051705200925 0.0018693456213626513 0.00012500963203972463 0.0014286211615867272 -0.0034957015074968448 0.00054109242209887903 -0.0023473693876748434 -0.00020424109865507174 -0.0058386420364906098
leaf_weight=4149.0179028511047 4545.8705487251282 130.84229338169098 83.395848274230957 88.071808338165283 53.580682516098022 224.85548090934753 93.326343059539795 96.447596669197083 94.591762185096741
leaf_count=2192 2143 48 32 36 36 94 70 53 76
internal_value=0 -0.000108286 -0.000161275 -0.000981173 -0.00130961 -0.000235725 -0.00212266 -0.00278183 -0.00410476
internal_weight=0 5014.13 4883.29 734.27 646.198 278.436 367.762 284.366 187.918
internal_count=4780 2637 2589 397 361 130 231 199 146
is_linear=0
shrinkage=0.06


Tree=732
num_leaves=10
num_cat=0
split_feature=82 124 60 146 124 11 101 30 73
split_gain=0.032746 0.0811146 0.0775397 0.181928 0.173112 0.0765081 0.160105 0.130008 0.112407
threshold=0.0070226341485977182 0.013860232196748258 0.079227816313505187 0.0010263677686452868 0.0015349716995842757 0.0054799309000372895 0.0060143163427710542 0.0020292587578296666 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 5 -1 -4 -5 7 -7 -2 -9
right_child=1 -3 3 4 -6 6 -8 8 -10
leaf_value=-1.8007090173966515e-05 8.1302088337928974e-05 0.0016896491336588764 0.0016277913846287949 -0.00076501341401391141 -0.0064998762954270569 0.0015722397644162376 -0.0011869543666133554 -0.0043936901609768573 -0.00025011941977496824
leaf_weight=8362.4013007879257 478.71917259693146 134.54212164878845 41.697924137115479 42.963343262672424 33.900710463523865 265.57727324962616 105.8959459066391 47.928590655326843 46.373884201049805
leaf_count=4085 321 61 16 22 29 119 66 41 20
internal_value=0 0.000311319 -3.96093e-05 -0.00156325 -0.00329436 0.000114978 0.000785676 -0.000319816 -0.00235606
internal_weight=0 1079.04 8480.96 118.562 76.8641 944.495 371.473 573.022 94.3025
internal_count=4780 628 4152 67 51 567 185 382 61
is_linear=0
shrinkage=0.06


Tree=733
num_leaves=10
num_cat=0
split_feature=50 52 109 29 73 71 5 44 60
split_gain=0.033158 0.113894 0.18103 0.249354 0.231855 0.225482 0.216637 0.175667 0.167416
threshold=0.0053125319536775359 0.00047558375808876013 0.010500331409275534 0.010180860292166473 0.00087947337306104611 0.012636432424187662 0.02129978779703379 0.001792412775103003 0.025578102096915249
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 8 7 -6 -4
right_child=-2 2 5 4 6 -7 -8 -9 -10
leaf_value=0.00049540450579986766 0.00012756138043168639 -0.00027678108048355085 -0.00027605772696825736 -0.00056713140501141407 -0.0024800705860533109 0.0016237618311092908 0.0015099523757588901 -0.0064291046792454547 0.0026702439021189183
leaf_weight=958.4499990940094 4150.7773082256317 2463.9382593631744 1136.4376095533371 229.23031294345856 92.060923933982849 354.91450071334839 27.766473054885864 72.477380990982056 73.94749903678894
leaf_count=456 2164 1139 564 142 64 161 9 62 19
internal_value=0 -9.78845e-05 -0.000225646 -0.000507484 -0.00185598 0.000293894 -0.0033923 -0.00421958 -9.60558e-05
internal_weight=0 5409.22 4450.77 2885.47 421.535 1565.3 192.305 164.538 1210.39
internal_count=4780 2616 2160 1416 277 744 135 126 583
is_linear=0
shrinkage=0.06


Tree=734
num_leaves=10
num_cat=0
split_feature=108 140 51 108 91 22 21 51 116
split_gain=0.0321632 0.1475 0.137644 0.132668 0.137266 0.175023 0.160116 0.107743 0.124443
threshold=0.021960759535431865 0.0045489775948226461 0.0018488886416889729 0.079227816313505187 0.0066005610860884198 0.00077738583786413084 0.0079489401541650313 0.00043393640953581786 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 4 5 6 -4 -2 -9
right_child=1 2 3 -5 -6 -7 -8 8 -10
leaf_value=-3.6217341830994543e-05 -0.00060082516656042261 -0.0011556657757675179 -0.0033519547289000556 0.0028923970044419777 0.0029164090005713945 0.0015562824759287708 0.0017513387506911354 -0.00087065289315225189 0.0026031449643282197
leaf_weight=8625.8216115236282 76.767624616622925 292.35577380657196 92.157353043556213 73.067796349525452 46.27745509147644 75.30934727191925 29.128321290016174 45.397752404212952 203.7172315120697
leaf_count=4271 46 196 69 33 15 30 20 29 71
internal_value=0 0.000334416 -0.000217413 0.0006508 -2.35807e-05 -0.000715639 -0.00212633 0.00136447 0.00197009
internal_weight=0 934.179 608.296 315.94 242.872 196.595 121.286 325.883 249.115
internal_count=4780 509 363 167 134 119 89 146 100
is_linear=0
shrinkage=0.06


Tree=735
num_leaves=10
num_cat=0
split_feature=112 38 89 32 97 87 59 92 69
split_gain=0.0332651 0.118598 0.113172 0.0947945 0.0978945 0.0736986 0.111724 0.102403 0.0866632
threshold=0.0062037324532866487 0.0060143163427710542 0.0030382014811038975 0.0015833032084628942 0.00096484774257987748 0.0014881226234138014 0.0034400182776153092 0.055838862434029586 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -7
right_child=1 -3 -4 -5 -6 8 -8 -9 -10
leaf_value=-2.8731508879973787e-05 0.00015723135611152449 0.0030752932861853512 0.0031639514928833655 -0.0015669463630865216 -0.0027027009768021302 0.00034073631285344325 -0.0021201592393180107 0.0040327995128234288 0.0036220205604008313
leaf_weight=8968.9497829675674 132.87914538383484 55.532946109771729 41.697924137115479 118.94769430160522 33.8042813539505 60.594622611999512 61.956470847129822 30.104453086853027 55.532946109771729
leaf_count=4417 94 18 16 87 24 42 53 11 18
internal_value=0 0.000435989 0.000162294 -9.11646e-05 0.000377104 0.000682353 4.8637e-05 0.000873082 0.00190987
internal_weight=0 591.05 535.518 493.82 374.872 341.068 224.94 162.984 116.128
internal_count=4780 363 345 329 242 218 158 105 60
is_linear=0
shrinkage=0.06


Tree=736
num_leaves=10
num_cat=0
split_feature=41 39 14 116 64 25 145 108 140
split_gain=0.0319021 0.105392 0.108274 0.149013 0.132111 0.126976 0.109411 0.239943 0.196059
threshold=0.00040826165059115743 0.00052132029668428015 0.011880517937242987 0.0063990866765379914 0.0019071503775194289 0.00052132029668428015 0.0010918468469753864 0.0044099434744566688 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 -3 7 -7 -9
right_child=1 2 3 -5 -6 6 -8 8 -10
leaf_value=-5.0396367765595704e-05 0.0022595850620214905 -0.0019579535267388124 -0.0061608490088857267 0.00076632003619316546 -0.00058425092949494696 0.00023276789523917439 0.00077947818391796864 -0.00083371686997508175 -0.0072052092496983485
leaf_weight=7891.6011558771133 87.975379228591919 87.192105650901794 33.900710463523865 49.784425139427185 27.862902164459229 388.04377830028534 922.62070643901825 40.625363230705261 30.39374041557312
leaf_count=4115 31 50 29 18 14 150 327 20 26
internal_value=0 0.000238377 0.000125865 -0.00167628 -0.00364512 0.000262722 0.000402859 -0.000354067 -0.0035605
internal_weight=0 1668.4 1580.42 111.548 61.7636 1468.88 1381.68 459.063 71.0191
internal_count=4780 665 634 61 43 573 523 196 46
is_linear=0
shrinkage=0.06


Tree=737
num_leaves=10
num_cat=0
split_feature=18 44 25 46 39 0 102 9 47
split_gain=0.0317226 0.0863013 0.106244 0.0534464 0.126485 0.216108 0.272213 0.181993 0.219141
threshold=0.13848232477903369 0.00244467705488205 0.00077738583786413084 0.012636432424187662 0.0027679565828293566 0.0051502294372767219 0.0012357163941487672 0.000490355829242617 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 -7 -6 -9
right_child=1 2 -4 4 7 6 -8 8 -10
leaf_value=-0.0001038881688318917 0.0021110984114734951 0.0015728972999068615 -0.0021227574012478425 0.00027412501505353032 0.0016876642652966769 -0.004373712963149346 -0.00044895690162384809 -0.0022624507912797909 0.00045401487424877383
leaf_weight=6806.8038059473038 91.289491057395935 53.194966077804565 59.136345267295837 671.4333484172821 382.88567268848419 92.350211262702942 204.48866438865662 118.65840697288513 1079.7593548297882
leaf_count=3546 24 16 26 358 121 79 111 72 427
internal_value=0 0.000740883 -0.000372665 -1.61237e-05 0.000218188 -0.000321876 -0.00167 0.000548883 0.000185051
internal_weight=0 203.621 112.331 9356.38 2549.58 968.272 296.839 1581.3 1198.42
internal_count=4780 66 42 4714 1168 548 190 620 499
is_linear=0
shrinkage=0.06


Tree=738
num_leaves=10
num_cat=0
split_feature=117 75 88 30 143 87 110 8 110
split_gain=0.0331535 0.136486 0.14011 0.1675 0.134569 0.130218 0.127097 0.0802742 0.11524
threshold=0.04673989117145539 0.0095705352723598498 0.0034400182776153092 0.00044738779251929378 0.0063990866765379914 0.00055427959887310873 0.0072436286136507997 0.00747153488919139 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -4 -5 -2 8 -7
right_child=1 -3 4 5 -6 7 -8 -9 -10
leaf_value=-3.1195518859692348e-05 -0.0011085910547682398 0.0033919682348114823 -2.7328751587156396e-05 -0.0012166286787192195 -0.0048788631536155706 -0.00048191945490449328 0.0015028791933164181 0.0042746661750077668 0.0031765307887878596
leaf_weight=8868.6940882205963 234.29198944568634 50.856986045837402 47.63930332660675 43.059772372245789 36.238690495491028 54.65324342250824 94.013187527656555 58.943487048149109 71.609519004821777
leaf_count=4405 166 14 26 27 31 32 46 16 17
internal_value=0 0.000400204 0.000162633 0.000507148 -0.00212339 0.00175544 -0.000360773 0.00244644 0.00159296
internal_weight=0 691.306 640.449 556.571 83.878 228.266 328.305 185.206 126.263
internal_count=4780 375 361 304 57 92 212 65 49
is_linear=0
shrinkage=0.06


Tree=739
num_leaves=10
num_cat=0
split_feature=94 116 98 121 150 13 86 85 5
split_gain=0.0334776 0.122722 0.122179 0.1409 0.130296 0.121865 0.121316 0.298217 0.184475
threshold=0.0054799309000372895 0.0022975050378590827 0.012636432424187662 0.012636432424187662 0.010500331409275534 0.0011980500421486797 0.00080172589514404546 0.0053125319536775359 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 5 4 -4 -3 -2 -1 8 -8
right_child=1 2 3 -5 -6 -7 7 -9 -10
leaf_value=0.00010358423721134691 -0.00010430202719442338 0.00089044493610794604 -0.0019886963388723419 0.002032067825625684 -0.0015221059580546345 -0.0023738029313346361 -0.00042797286843420339 0.00060178960865815126 -0.0018145704903178191
leaf_weight=4734.1270076036453 1008.12615442276 1234.9575803279877 125.86520528793335 41.794353246688843 86.215973854064941 93.037055730819702 1021.4908715486526 692.49885010719299 521.88721477985382
leaf_count=2545 528 486 88 21 59 55 446 258 294
internal_value=0 0.00018419 0.000539384 -0.000986396 0.000733009 -0.000296052 -6.84436e-05 -0.000432686 -0.000896845
internal_weight=0 2590 1488.83 167.66 1321.17 1101.16 6970 2235.88 1543.38
internal_count=4780 1237 654 109 545 583 3543 998 740
is_linear=0
shrinkage=0.06


Tree=740
num_leaves=10
num_cat=0
split_feature=70 58 67 14 149 122 123 146 87
split_gain=0.0325881 0.110479 0.105035 0.147696 0.0747909 0.104345 0.105295 0.0562208 0.0782029
threshold=0.017188700847327713 0.0013560238294303419 0.00040826165059115743 0.00047558375808876013 0.0026012937305495147 0.00037263428384903824 0.00093549740267917525 0.015675474889576439 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -3 8 -6
right_child=1 4 -4 -5 7 -7 -8 -9 -10
leaf_value=-3.1113696667617453e-05 0.00041110595041925587 -0.0037390457792981658 -8.2853064916048029e-05 0.0044216356000388451 0.0010846318370555869 0.00073460151488187974 0.00010264443062302178 0.0017057516122954467 -0.0012401052122489819
leaf_weight=8860.9933036565781 61.474325299263 66.632430911064148 90.409788370132446 71.513089895248413 103.46153676509857 68.391836285591125 41.794353246688843 90.409788370132446 104.91981410980225
leaf_count=4423 28 57 38 12 59 29 21 38 75
internal_value=0 0.000394414 0.00149503 0.00256774 -0.000122555 -0.00110063 -0.00225822 0.000456248 -8.58711e-05
internal_weight=0 699.007 223.397 132.987 475.61 176.819 108.427 298.791 208.381
internal_count=4780 357 78 40 279 107 78 172 134
is_linear=0
shrinkage=0.06


Tree=741
num_leaves=10
num_cat=0
split_feature=23 140 83 98 25 40 95 142 17
split_gain=0.0334157 0.106104 0.0896247 0.403444 0.247358 0.230907 0.203378 0.300809 0.211654
threshold=0.0049928687512874612 0.011880517937242987 0.0032328735105693345 0.00017767510871635753 0.0014881226234138014 0.0056525857653468856 0.0019071503775194289 0.0070226341485977182 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 7 -7 -8
right_child=-2 -3 3 5 -6 6 8 -9 -10
leaf_value=1.0213410003683309e-06 7.9881428153070604e-05 0.0015972515977776081 -0.0010550258302552621 -0.0013520587803025085 -0.0070023079015567764 0.00022520254616346965 0.0030160492687122385 -0.0055691583474608347 -0.00020134658871468801
leaf_weight=2076.9670419692993 6343.2933442592621 119.44168055057526 46.470313310623169 408.67620074748993 54.942530751228333 172.92593395709991 164.26085829734802 39.649231433868408 133.37313163280487
leaf_count=985 3179 53 25 266 47 84 52 29 60
internal_value=0 -0.000157525 -0.000225195 -0.000685693 -0.00427709 -0.000289328 0.000561917 -0.000855554 0.0015743
internal_weight=0 3216.71 3097.27 1020.3 101.413 918.885 510.209 212.575 297.634
internal_count=4780 1601 1548 563 72 491 225 113 112
is_linear=0
shrinkage=0.06


Tree=742
num_leaves=10
num_cat=0
split_feature=122 123 8 148 142 121 48 32 54
split_gain=0.0331205 0.0728448 0.125943 0.0830064 0.182908 0.087231 0.0677498 0.0677385 0.0604004
threshold=0.0048403022810816774 0.0060143163427710542 0.0095705352723598498 0.011519505176693203 0.010180860292166473 0.0025217677466571335 0.00064626874518580746 0.0010918468469753864 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 -5 -7 -2
right_child=1 -3 -4 5 -6 7 -8 -9 -10
leaf_value=-2.785998477656187e-05 0.0021802763183083143 0.0025859832319764624 -0.0030668521752796368 0.0027205351869608301 -0.0042481904041059854 -0.0023074656747635145 0.00052310009606230099 0.0011113226801370633 -0.00042805681407583973
leaf_weight=8999.9102573394775 48.711864233016968 52.025976061820984 38.576670527458191 118.95953500270844 37.407680511474609 39.649231433868408 87.78252100944519 44.035904169082642 92.940626621246338
leaf_count=4532 22 15 33 28 32 29 21 18 50
internal_value=0 0.000447673 0.000228709 0.000499498 -0.00051655 0.00112593 0.00178751 -0.000508467 0.000468904
internal_weight=0 560.09 508.064 469.487 179.06 290.427 206.742 83.6851 141.652
internal_count=4780 248 233 200 104 96 49 47 72
is_linear=0
shrinkage=0.06


Tree=743
num_leaves=10
num_cat=0
split_feature=52 118 147 114 95 73 75 51 121
split_gain=0.0325269 0.108987 0.159648 0.23024 0.136832 0.211732 0.146658 0.118625 0.170547
threshold=0.00899649551138282 0.0032328735105693345 0.0062037324532866487 0.0038949446752667431 0.0042751494329422721 0.0027679565828293566 0.0027679565828293566 0.0020932231564074759 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -3 -7 8 -2
right_child=1 4 -4 -5 -6 6 -8 -9 -10
leaf_value=-5.5139777503078049e-05 0.00070595723817343584 0.0012284535727352566 0.0010493579066300272 -0.0050275857794558135 0.0022426154674409925 0.00015993862561986438 -0.0050430339515953101 -0.00092154539053650576 -0.0028854879135849
leaf_weight=7658.8875542879105 500.36324894428253 189.97863864898682 364.9532653093338 37.407680511474609 193.0998922586441 38.383812308311462 39.649231433868408 484.67239248752594 52.604550719261169
leaf_count=3852 251 74 145 32 57 23 29 272 45
internal_value=0 0.000222138 -3.49347e-05 -0.000403026 0.00102495 0.00014763 -0.00248373 -0.000236308 0.000364298
internal_weight=0 1901.11 1440 1075.05 461.112 268.012 78.033 1037.64 552.968
internal_count=4780 928 745 600 183 126 52 568 296
is_linear=0
shrinkage=0.06


Tree=744
num_leaves=10
num_cat=0
split_feature=91 120 147 12 65 146 52 0 136
split_gain=0.0326805 0.124037 0.124132 0.160328 0.101245 0.0958347 0.106413 0.0740717 0.0573527
threshold=0.0095705352723598498 0.0010263677686452868 0.0045489775948226461 0.0019071503775194289 0.00060774214216507982 0.0051502294372767219 0.0013146653072908523 0.0038949446752667431 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 -2 -3 -7
right_child=1 7 4 -5 -6 8 -8 -9 -10
leaf_value=-2.9388000413284702e-05 0.0012430164135999134 0.0002998447180494237 -0.0025145877388918236 0.003543733523289831 0.00070945764202609725 0.0020309821405144536 -0.0031362081452034254 -0.0030838431267218485 1.3158197526287734e-05
leaf_weight=8933.0849682092667 37.118393182754517 41.794353246688843 64.005163550376892 90.216930150985718 77.550898194313049 141.26677441596985 43.252630591392517 52.604550719261169 79.105604648590088
leaf_count=4465 17 21 40 28 27 52 37 45 48
internal_value=0 0.000418758 0.000774094 0.00132531 -0.000748308 0.000659834 -0.00111372 -0.00158574 0.00130666
internal_weight=0 626.915 532.516 390.96 141.556 300.743 80.371 94.3989 220.372
internal_count=4780 315 249 182 67 154 54 66 100
is_linear=0
shrinkage=0.06


Tree=745
num_leaves=10
num_cat=0
split_feature=25 121 85 0 24 31 46 107 132
split_gain=0.0346089 0.0855623 0.0853067 0.109586 0.111253 0.121953 0.0923375 0.123672 0.0860546
threshold=0.030689206905663017 0.0015349716995842757 0.029773407615721229 0.0044099434744566688 0.001792412775103003 0.00070876078098081063 0.0053125319536775359 0.0012357163941487672 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 -6 7 -5 -2
right_child=1 -3 -4 6 5 -7 -8 -9 -10
leaf_value=-3.4016790479196518e-05 0.0028153495800419732 0.0023944247050534523 0.0024728713371147608 0.00068060928565130783 -0.0029450853172273278 0.0011658577516772551 -0.0031357193015120804 -0.0023663733100314096 0.00055715682528956103
leaf_weight=8780.4057402610779 87.878950119018555 69.367968082427979 54.267526984214783 138.83236527442932 55.918662548065186 48.519006013870239 54.749672532081604 73.26065456867218 196.79972052574158
leaf_count=4477 26 20 12 45 38 12 37 43 70
internal_value=0 0.000383124 0.00018668 -2.45711e-06 0.000639755 -0.00103525 -0.000938947 -0.000371872 0.00125425
internal_weight=0 779.595 710.227 655.959 389.116 104.438 266.843 212.093 284.679
internal_count=4780 303 283 271 146 50 125 88 96
is_linear=0
shrinkage=0.06


Tree=746
num_leaves=10
num_cat=0
split_feature=0 0 27 144 137 65 39 63 27
split_gain=0.0331282 0.202369 0.282124 0.175748 0.174318 0.169938 0.166191 0.243773 0.126647
threshold=0.0087224207818508166 0.007706565549597145 0.0070226341485977182 0.0032328735105693345 0.0026833302108570938 0.00068727668258361529 0.0010918468469753864 0.0019071503775194289 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 5 8 6 -3 -5 -8 -2
right_child=3 2 -4 4 -6 -7 7 -9 -10
leaf_value=-8.8563265047080999e-06 -0.0005961195417499911 -0.0018088694248387005 0.0014145619983819168 0.0011277115269123456 -0.0043326720403397308 -0.005965671482451404 -0.0034946268371792637 -0.00022591298710230852 0.0007044026697250504
leaf_weight=6769.5162359476089 325.58148050308228 103.6543949842453 67.222846269607544 183.06112766265869 43.252630591392517 53.773540735244751 108.42678415775299 338.74149870872498 1566.7697273492813
leaf_count=3401 190 69 28 73 37 46 78 157 701
internal_value=0 -6.76499e-05 -0.00183931 0.000184406 -0.000647971 -0.00322873 -0.00039509 -0.00101849 0.000480646
internal_weight=0 6994.17 224.651 2565.83 673.482 157.428 630.229 447.168 1892.35
internal_count=4780 3544 143 1236 345 115 308 235 891
is_linear=0
shrinkage=0.06


Tree=747
num_leaves=10
num_cat=0
split_feature=39 97 131 47 46 124 40 35 16
split_gain=0.0316986 0.120377 0.167942 0.202796 0.153088 0.149181 0.197805 0.100742 0.0608426
threshold=0.028884131461381916 0.0030382014811038975 0.00070876078098081063 0.0032328735105693345 0.012636432424187662 0.0053125319536775359 0.022641776129603389 0.0022975050378590827 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 7 4 -4 6 -5 -2 -1
right_child=1 -3 3 5 -6 -7 -8 -9 -10
leaf_value=8.245332301931692e-06 0.0040142849554534107 0.0020428111151368053 -0.0018457234172761948 -0.0071656575490118089 0.0015231374657717603 0.0004949306549879316 -0.00089237118739575808 0.00037227298881009277 -0.00071357199561909485
leaf_weight=8559.7440738677979 48.519006013870239 129.3840160369873 75.405776381492615 40.914650559425354 136.39795613288879 32.44243311882019 32.44243311882019 62.643315315246582 442.10660636425018
leaf_count=4362 12 32 35 35 38 13 13 29 211
internal_value=0 0.000438766 -4.52698e-05 -0.000747787 0.000323765 -0.00289297 -0.00439127 0.0019619 -2.72052e-05
internal_weight=0 558.15 428.766 317.603 211.804 105.8 73.3571 111.162 9001.85
internal_count=4780 207 175 134 73 61 48 41 4573
is_linear=0
shrinkage=0.06


Tree=748
num_leaves=10
num_cat=0
split_feature=58 5 135 82 77 77 129 9 14
split_gain=0.0319 0.0945019 0.145641 0.14833 0.206905 0.239747 0.304557 0.233281 0.198712
threshold=0.0062037324532866487 0.0011261500185355546 0.02129978779703379 0.0070226341485977182 0.0026833302108570938 0.00044738779251929378 0.0053125319536775359 0.000490355829242617 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 -6
right_child=-2 2 -4 -5 8 6 -8 -9 -10
leaf_value=5.6728769982800369e-05 0.00018530203083003677 1.5157182114585877e-05 0.0025888631332554564 0.00095794405537912161 0.00028013599279561215 -0.00074117151258832324 -0.0068768501177304351 -0.0040995692390717268 -0.002128534837608395
leaf_weight=5416.2724208831787 2477.7022371292114 205.75408351421356 54.556814312934875 201.86139702796936 668.33577620983124 222.02351462841034 50.266570687294006 112.0301833152771 151.19726920127869
leaf_count=2445 1495 117 27 94 257 126 43 86 90
internal_value=0 -6.48269e-05 -0.000460006 -0.000563226 -0.000781064 -0.00163774 -0.00252266 -0.00186746 -0.000164244
internal_weight=0 7082.3 1666.03 1611.47 1409.61 590.074 384.32 334.054 819.533
internal_count=4780 3285 840 813 719 372 255 212 347
is_linear=0
shrinkage=0.06


Tree=749
num_leaves=10
num_cat=0
split_feature=90 134 37 65 85 50 131 106 137
split_gain=0.0339484 0.142005 0.104919 0.170893 0.181312 0.101038 0.0852229 0.0794082 0.0725141
threshold=0.00068727668258361529 0.00244467705488205 0.0063990866765379914 0.0063990866765379914 0.0022272822679951791 0.0033348383149132137 0.00040826165059115743 0.0098710241727530974 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 7 6 -2 -5 -7
right_child=2 -3 -4 4 -6 8 -8 -9 -10
leaf_value=-1.9971015927489131e-05 -0.0017877748059385683 -0.0033016287362957588 0.0019332608162581889 -0.0073632912106158565 0.00014801747332491517 -0.00015138674536852088 0.0002581181651240074 -0.0025318473741523439 0.0017292675505304932
leaf_weight=8531.410866856575 96.929742217063904 47.735732436180115 128.40788424015045 23.379800319671631 56.70193612575531 105.99237501621246 300.64697372913361 25.717780351638794 243.07717561721802
leaf_count=4264 78 31 41 20 19 71 149 22 85
internal_value=0 -3.82307e-05 0.000334389 9.35433e-05 -0.00216327 0.000413333 -0.000240673 -0.00483253 0.00115822
internal_weight=0 8579.15 980.854 852.446 105.8 746.646 397.577 49.0976 349.07
internal_count=4780 4295 485 444 61 383 227 42 156
is_linear=0
shrinkage=0.06


Tree=750
num_leaves=10
num_cat=0
split_feature=99 47 34 11 102 50 101 135 129
split_gain=0.0334897 0.111422 0.128623 0.132263 0.116592 0.119738 0.138018 0.118221 0.107065
threshold=0.00017767510871635753 0.00017767510871635753 0.0012745757703669371 0.0035485138650983576 0.00017767510871635753 0.0063990866765379914 0.0087224207818508166 0.0063990866765379914 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -4 6 7 -6 -3
right_child=-2 2 4 -5 5 -7 -8 -9 -10
leaf_value=-0.0017567040885979866 -5.8174435386754328e-05 0.0018821816323545616 -0.0015468173185616196 -0.00139130115785111 -4.3462178902887267e-05 -0.0015032722291314826 0.0024561005844039416 0.0023729860520304534 5.5972091206518201e-05
leaf_weight=98.002303123474121 7537.3244333267212 388.81521117687225 158.693354845047 72.188093662261963 821.17234027385712 132.9755744934082 106.38993215560913 79.985307335853577 164.45371651649475
leaf_count=74 3689 190 121 47 432 99 32 34 62
internal_value=0 0.000216782 0.00031727 0.0010242 -2.30521e-05 0.000188966 0.000412307 0.000171018 0.00133936
internal_weight=0 2022.68 1924.67 625.457 1299.22 1140.52 1007.55 901.158 553.269
internal_count=4780 1091 1017 299 718 597 498 466 252
is_linear=0
shrinkage=0.06


Tree=751
num_leaves=10
num_cat=0
split_feature=67 29 126 115 127 87 73 109 51
split_gain=0.0329347 0.0605229 0.209423 0.223769 0.0683786 0.0679418 0.0566215 0.0501646 0.142489
threshold=0.0068083447404205808 0.00082683752407319855 0.0014881226234138014 0.00899649551138282 0.00017767510871635753 0.004017772153019906 0.0063990866765379914 0.00066645268816500913 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -5 6 -3 8 -1
right_child=1 5 -4 4 -6 -7 -8 -9 -10
leaf_value=0.00093233205266444444 0.0010896409883213263 -5.750786773856601e-05 0.0027952364646544442 -0.0067348729740829803 -0.0026005848772052888 -0.00067567782865247483 0.0021755891371309398 -6.4028002389138764e-05 -0.0011621947044057489
leaf_weight=531.15454649925232 48.615435123443604 55.822233438491821 49.687996029853821 25.717780351638794 32.731720447540283 62.643315315246582 152.66738724708557 8451.0280023813248 149.93185007572174
leaf_count=238 17 33 13 22 28 29 47 4269 84
internal_value=0 0.000514483 -0.000424008 -0.00191803 -0.00441967 0.00105706 0.00157769 -2.41061e-05 0.000471251
internal_weight=0 427.886 156.753 107.065 58.4495 271.133 208.49 9132.11 681.086
internal_count=4780 189 80 67 50 109 80 4591 322
is_linear=0
shrinkage=0.06


Tree=752
num_leaves=10
num_cat=0
split_feature=51 18 138 108 5 69 29 0 7
split_gain=0.0308547 0.12423 0.172117 0.255765 0.0994948 0.115809 0.16178 0.17703 0.101081
threshold=0.00043393640953581786 0.0015833032084628942 0.00044738779251929378 0.0051502294372767219 0.00075379351619631063 0.0011261500185355546 0.0027679565828293566 0.0023699469165876512 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 -7 -8 -6
right_child=-2 2 3 -5 8 6 7 -9 -10
leaf_value=-0.000637257796160713 4.9204857946903996e-05 -4.6458116552766721e-05 -0.0073887463860232688 -0.0008257406043266285 0.0011165110647652762 0.0028827767395488853 -0.0036117205649848555 0.0020684158806710548 -0.0015574015314607915
leaf_weight=871.33064115047455 7911.4367605447769 106.77564859390259 37.407680511474609 49.880854249000549 358.02391362190247 86.709960103034973 40.914650559425354 38.190954089164734 59.329203486442566
leaf_count=529 3832 52 32 23 203 25 35 13 36
internal_value=0 -0.000236134 -0.00166205 -0.00363833 -4.58825e-05 -0.000360677 0.00109271 -0.000869439 0.000736399
internal_weight=0 1648.56 194.064 87.2885 1454.5 1037.15 165.816 79.1056 417.353
internal_count=4780 948 107 55 841 602 73 48 239
is_linear=0
shrinkage=0.06


Tree=753
num_leaves=10
num_cat=0
split_feature=31 46 25 145 4 146 25 99 11
split_gain=0.0315419 0.151711 0.155084 0.170691 0.208993 0.168331 0.236286 0.185329 0.329628
threshold=0.00044738779251929378 0.0095705352723598498 0.0020292587578296666 0.0062037324532866487 0.010180860292166473 0.0015349716995842757 0.030689206905663017 0.0022272822679951791 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -7 -9
right_child=-2 -3 3 -5 -6 7 -8 8 -10
leaf_value=6.5042601545841545e-05 0.00011539957475189579 0.00041633438813283878 -0.004239240464453173 0.0004210570626658376 0.0025732427124308503 -0.00019431547800481154 -4.84677257944446e-05 -0.00013416109135989696 -0.0032891965730678136
leaf_weight=1884.6030604839325 4506.9200024604797 1445.9543578624725 135.40998363494873 369.1352391242981 55.436517000198364 609.57330667972565 75.405776381492615 229.53144097328186 248.03058230876923
leaf_count=1145 2031 696 106 183 13 310 35 98 163
internal_value=0 -0.000102927 -0.000311078 -0.000722589 -0.00103452 -0.00118861 -0.00274026 -0.000887714 -0.00177279
internal_weight=0 5053.08 3607.13 1722.52 1353.39 1297.95 210.816 1087.14 477.562
internal_count=4780 2749 2053 908 725 712 141 571 261
is_linear=0
shrinkage=0.06


Tree=754
num_leaves=10
num_cat=0
split_feature=112 85 122 134 69 25 10 109 91
split_gain=0.0303321 0.101518 0.0776219 0.0543304 0.0830969 0.0806237 0.0622001 0.0562576 0.045672
threshold=0.0062037324532866487 0.0022272822679951791 0.00037263428384903824 0.00043393640953581786 0.0030382014811038975 0.017724351026117805 0.0031340263085439806 0.024810968898236755 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 6 -2 -5 -1
right_child=1 -3 -4 7 -6 -7 -8 -9 -10
leaf_value=-6.3354169077223363e-05 0.0011158445725639042 0.0020928083337076898 -0.0015444574555885417 0.00052164271897226855 -0.0029015930080799981 0.0026820257451142032 -0.001071185196228774 0.0032075744127219251 0.00048294288896399306
leaf_weight=8379.2493065595627 78.129472851753235 106.58279037475586 89.81937301158905 81.347155570983887 32.731720447540283 42.770485043525696 116.80257248878479 42.86691415309906 589.70047640800476
leaf_count=4124 57 42 67 45 28 12 95 17 293
internal_value=0 0.000416324 4.74982e-05 0.000409817 -6.72971e-05 0.000322986 -0.000194616 0.00144857 -2.74356e-05
internal_weight=0 591.05 484.468 394.648 270.434 237.703 194.932 124.214 8968.95
internal_count=4780 363 321 254 192 164 152 62 4417
is_linear=0
shrinkage=0.06


Tree=755
num_leaves=10
num_cat=0
split_feature=124 145 132 47 60 105 126 1 67
split_gain=0.0320677 0.127138 0.123137 0.207067 0.144308 0.103832 0.0928195 0.0865274 0.182105
threshold=0.013860232196748258 0.021960759535431865 0.0026012937305495147 0.011519505176693203 0.0045489775948226461 0.0025217677466571335 0.0019071503775194289 0.0037758676335215573 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -3 -4 -9
right_child=1 6 7 -5 5 -7 -8 8 -10
leaf_value=-4.983005482914207e-05 0.00096818447275852934 -0.0048584965489686677 0.00013857868723807562 0.0035201017546687766 -0.0032073067320467731 0.00017397639930067781 -0.00034301799607194122 -0.003279529513780694 0.00084702769499103042
leaf_weight=7929.5146633386612 532.81752276420593 29.224750399589539 645.82383787631989 94.892890214920044 55.918662548065186 78.719888210296631 37.311251401901245 86.215973854064941 69.560826301574707
leaf_count=4054 205 25 282 32 38 28 27 59 30
internal_value=0 0.000242338 0.000351619 0.000897549 0.000524698 -0.00123035 -0.00232636 -0.000167578 -0.00143685
internal_weight=0 1630.49 1563.95 762.349 667.456 134.639 66.536 801.601 155.777
internal_count=4780 726 674 303 271 66 52 371 89
is_linear=0
shrinkage=0.06


Tree=756
num_leaves=10
num_cat=0
split_feature=25 71 39 65 104 99 109 47 37
split_gain=0.0312346 0.0711346 0.0894236 0.0623264 0.183556 0.277199 0.125431 0.110696 0.139953
threshold=0.030689206905663017 0.012636432424187662 0.0010918468469753864 0.011169348377734424 0.010829726699739696 0.0035485138650983576 0.013032016810029747 0.0036604277556762104 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 7 -7 -9
right_child=1 2 -4 4 -6 6 -8 8 -10
leaf_value=1.0176604574767614e-05 0.00054211070129690125 0.00044898704152714617 -0.0039099060975738504 -0.0040151065353830982 0.0026057227672874653 -0.00011422291928692563 0.001914462804839431 -0.0040937783040887301 0.00028742752446223936
leaf_weight=8200.9368866682053 710.91340303421021 38.287383198738098 30.39374041557312 90.012231230735779 56.798365235328674 249.21141302585602 72.874938130378723 67.704991817474365 42.86691415309906
leaf_count=4178 259 18 26 77 24 105 23 53 17
internal_value=0 0.000363968 -0.00147997 -3.2316e-05 -0.000633693 -0.000985719 -0.000355471 -0.000815251 -0.00239526
internal_weight=0 779.595 68.6811 8780.41 579.469 522.67 432.658 359.783 110.572
internal_count=4780 303 44 4477 299 275 198 175 70
is_linear=0
shrinkage=0.06


Tree=757
num_leaves=10
num_cat=0
split_feature=122 89 28 18 97 29 124 94 84
split_gain=0.0308047 0.0580276 0.101641 0.102566 0.093794 0.0858553 0.110048 0.0711003 0.0752701
threshold=0.0048403022810816774 0.0030382014811038975 0.0034400182776153092 0.00043393640953581786 0.0026012937305495147 0.0032328735105693345 0.0012745757703669371 0.0010918468469753864 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 -7 -9
right_child=1 -3 3 -5 -6 7 -8 8 -10
leaf_value=-2.6868333870374578e-05 0.00074713939359078287 0.0017847671778084761 0.00018026987776614207 -0.0041590718840035373 0.0019570371546971063 0.0018195584058400341 -0.0042502671465813272 -0.0021908583866920715 0.00090385739609366729
leaf_weight=8999.9102573394775 29.03189218044281 94.79646110534668 42.86691415309906 36.142261385917664 119.15239322185516 88.071808338165283 34.973271369934082 50.170141577720642 64.884866237640381
leaf_count=4532 15 27 17 26 38 36 25 38 26
internal_value=0 0.000431739 0.00015608 -0.00180474 0.000557138 -6.72779e-05 -0.00198351 0.000536526 -0.000445604
internal_weight=0 560.09 465.294 79.0092 386.284 267.132 64.0052 203.127 115.055
internal_count=4780 248 221 43 178 140 40 100 64
is_linear=0
shrinkage=0.06


Tree=758
num_leaves=10
num_cat=0
split_feature=12 131 32 36 94 2 20 145 15
split_gain=0.0296681 0.0673635 0.0661954 0.0681786 0.0397034 0.106691 0.142709 0.237712 0.323127
threshold=0.052634395658969886 0.011880517937242987 0.00038414125447161501 0.0048403022810816774 0.0048403022810816774 0.0026833302108570938 0.0011615398107096555 0.00080172589514404546 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 6 -6 8 -8
right_child=1 -3 3 -5 5 -7 7 -9 -10
leaf_value=-9.8905427853219043e-05 0.0014120215015571763 0.0025920050549618216 0.00029756001078048468 -0.0027122607584695651 -0.00026180732100743626 0.0019533630956588416 -0.00067384797749249004 0.00025403599124772594 0.0048464420164367949
leaf_weight=6501.5891419649124 86.709960103034973 50.856986045837402 76.381908178329468 41.987211465835571 1615.1686228513718 115.93471050262451 61.570754408836365 909.35241842269897 100.44855296611786
leaf_count=3339 25 14 26 31 826 50 33 414 22
internal_value=0 0.000637291 0.000152547 -0.000770066 -1.75306e-05 0.000171255 9.43496e-05 0.000631281 0.00274862
internal_weight=0 255.936 205.079 118.369 9304.06 2802.48 2686.54 1071.37 162.019
internal_count=4780 96 82 57 4684 1345 1295 469 55
is_linear=0
shrinkage=0.06


Tree=759
num_leaves=10
num_cat=0
split_feature=99 93 146 61 129 144 0 100 61
split_gain=0.0305141 0.0929734 0.137064 0.166103 0.256143 0.171573 0.140019 0.127455 0.112158
threshold=0.00017767510871635753 0.00017767510871635753 0.00077738583786413084 0.0030382014811038975 0.00093549740267917525 0.0045489775948226461 0.00087947337306104611 0.0037758676335215573 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 -1 -3 -8
right_child=-2 7 3 -5 -6 -7 8 -9 -10
leaf_value=-0.00085330329913112907 -5.55299417536973e-05 0.0010533755771261887 -0.0017639548798094164 0.00021481151305628577 -0.0043440485535227646 0.0026064487523493802 0.0025392778658401625 -0.00025312710729303396 -0.00015368780265431016
leaf_weight=147.88315737247467 7537.3244333267212 715.67395150661469 107.35422325134277 239.36550664901733 100.43671226501465 46.27745509147644 144.67731535434723 430.50129461288452 90.506217479705811
leaf_count=97 3689 327 82 131 81 15 50 265 43
internal_value=0 0.000206927 -0.000258248 -0.000919336 -0.00198785 -0.000447487 0.000593309 0.000562656 0.00150294
internal_weight=0 2022.68 876.501 493.434 254.068 153.632 383.067 1146.18 235.184
internal_count=4780 1091 499 309 178 97 190 592 93
is_linear=0
shrinkage=0.06


Tree=760
num_leaves=10
num_cat=0
split_feature=41 139 105 65 140 94 138 134 116
split_gain=0.0312338 0.132922 0.238627 0.0885304 0.195048 0.199066 0.29208 0.138135 0.269906
threshold=0.00040826165059115743 0.00093549740267917525 0.0068083447404205808 0.0022272822679951791 0.0060143163427710542 0.0042751494329422721 0.0032328735105693345 0.00043393640953581786 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 7 6 -6 8 -5
right_child=3 2 -4 4 5 -7 -8 -9 -10
leaf_value=-1.9012638095409577e-05 0.00053726196218362892 -0.0054560947667064725 3.1658589667805558e-05 0.0017713261212758762 -0.0083066815146802132 -0.00030809343481217347 -0.00039226032572515303 0.0015663586355804074 -0.0026097333251305387
leaf_weight=7769.6286370754242 1130.712769985199 45.494181513786316 76.478337287902832 88.951511025428772 36.238690495491028 87.878950119018555 31.273443102836609 175.85432934761047 117.48941695690155
leaf_count=4050 446 34 31 22 31 26 12 57 71
internal_value=0 -4.98657e-05 -0.0020152 0.000235867 -0.000397943 -0.00219038 -0.00464051 0.000330627 -0.000722017
internal_weight=0 7891.6 121.973 1668.4 537.686 155.391 67.5121 382.295 206.441
internal_count=4780 4115 65 665 219 69 43 150 93
is_linear=0
shrinkage=0.06


Tree=761
num_leaves=10
num_cat=0
split_feature=78 15 58 44 50 46 109 46 29
split_gain=0.029007 0.119948 0.108553 0.0757143 0.0446937 0.113909 0.139327 0.228969 0.223019
threshold=0.12087306752800943 0.0022975050378590827 0.00017767510871635753 0.00057154725072905432 0.0053125319536775359 0.096724390983581557 0.014740333426743748 0.0020292587578296666 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 8 -8 -1
right_child=1 -3 3 -5 -6 -7 7 -9 -10
leaf_value=-4.1554181725077661e-06 -0.0007409309471867213 -0.0017262952444542061 0.0033274588997011531 0.00090249218919667674 0.0001280320258643796 0.0013937804417329476 0.0012879337095551805 -0.00040096433476180987 -0.00094942090280616313
leaf_weight=2349.4618262052536 81.154297351837158 67.319275379180908 77.358039975166321 115.64542317390442 4083.5544619560242 169.03324747085571 540.60289573669434 620.87749040126801 1454.9933092594147
leaf_count=1105 35 33 17 35 2136 61 251 300 807
internal_value=0 0.00054303 0.00110026 0.00187445 -2.01152e-05 -0.000137928 -0.000190066 0.000385121 -0.000365667
internal_weight=0 341.477 274.158 193.003 9218.52 5134.97 4965.94 1161.48 3804.46
internal_count=4780 120 87 52 4660 2524 2463 551 1912
is_linear=0
shrinkage=0.06


Tree=762
num_leaves=10
num_cat=0
split_feature=24 19 7 119 72 3 130 97 51
split_gain=0.0293243 0.147811 0.194169 0.0908198 0.121049 0.170241 0.134051 0.170375 0.0995409
threshold=0.00047558375808876013 0.011880517937242987 0.00047558375808876013 0.0015833032084628942 0.0020932231564074759 0.0013986918493174019 0.00017767510871635753 0.0010918468469753864 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 8 7 -1 -6
right_child=-2 2 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00021004241045498136 -4.2416429989320654e-05 0.00035077097835422481 -0.004603217736541031 0.0029343418091780614 0.0014605909376900891 0.00015720033983647019 0.0030679328449364795 -0.0039334904371655151 0.0042797825725915777
leaf_weight=455.33937227725983 8220.6286994218826 66.053856253623962 50.073712468147278 50.953415155410767 171.37122750282288 396.13027930259705 39.263514995574951 49.001151561737061 61.185037970542908
leaf_count=301 4126 27 33 19 63 152 9 37 13
internal_value=0 0.000260338 -0.00178537 0.000454546 0.000346762 0.000913705 -0.000308917 -0.000571808 0.00220231
internal_weight=0 1339.37 116.128 1223.24 1172.29 628.687 543.604 504.341 232.556
internal_count=4780 654 60 594 575 228 347 338 76
is_linear=0
shrinkage=0.06


Tree=763
num_leaves=10
num_cat=0
split_feature=108 140 85 106 87 40 91 24 115
split_gain=0.030243 0.12402 0.150425 0.19145 0.150801 0.109496 0.0918873 0.129114 0.087317
threshold=0.021960759535431865 0.0045489775948226461 0.011519505176693203 0.0098710241727530974 0.0014881226234138014 0.018276390619575981 0.00099512818269431613 0.0063990866765379914 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 8 -8 -5
right_child=1 2 -4 5 -6 -7 7 -9 -10
leaf_value=-3.5119597023260589e-05 0.0012687961517703025 -0.0042718989622887987 0.0036553304376080935 0.00015819880026760497 -0.00061509558924409977 0.0028945192263268808 -0.0026024177897726038 0.00065043278534353776 0.0033246869476728138
leaf_weight=8625.8216115236282 325.88260853290558 68.970410943031311 34.683984041213989 138.43480813503265 98.689147591590881 50.856986045837402 92.350211262702942 83.781564712524414 40.528934121131897
leaf_count=4271 146 59 10 84 50 14 79 52 15
internal_value=0 0.00032428 -0.000181726 -0.000413737 -0.0021194 0.000290707 -8.22126e-05 -0.00105512 0.000875296
internal_weight=0 934.179 608.296 573.612 167.66 405.953 355.096 176.132 178.964
internal_count=4780 509 363 353 109 244 230 131 99
is_linear=0
shrinkage=0.06


Tree=764
num_leaves=10
num_cat=0
split_feature=23 142 45 55 15 8 131 44 51
split_gain=0.029977 0.113438 0.144421 0.138532 0.197589 0.125388 0.232346 0.154988 0.159334
threshold=0.0049928687512874612 0.00096484774257987748 0.0087224207818508166 0.00099512818269431613 0.014740333426743748 0.0066005610860884198 0.0079489401541650313 0.0020932231564074759 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -3 -5 6 7 8 -2
right_child=1 3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00014919960451379694 0.001621589508743218 -8.4909469094111709e-05 -0.00033458250520920541 0.0016572055483914346 -0.0020376082777021471 -0.00062980721359611055 0.0060123220438709395 0.0032532317492679009 -0.0025658301777775568
leaf_weight=3216.7069226503372 94.013187527656555 5365.1633731126785 221.24024105072021 333.19767665863037 61.763612627983093 71.995235443115234 47.350015997886658 98.399860262870789 50.170141577720642
leaf_count=1601 46 2716 145 108 43 37 11 35 38
internal_value=0 7.56597e-05 0.000873088 -5.07388e-06 0.00107941 0.00161131 0.00216782 0.00141741 0.000164532
internal_weight=0 6343.29 583.169 5760.12 394.961 361.928 289.933 242.583 144.183
internal_count=4780 3179 312 2867 151 167 130 119 84
is_linear=0
shrinkage=0.06


Tree=765
num_leaves=10
num_cat=0
split_feature=105 114 23 140 33 135 47 108 9
split_gain=0.0300334 0.146928 0.133747 0.133381 0.160459 0.102102 0.115756 0.0513294 0.102442
threshold=0.017724351026117805 0.0005893622583243997 0.011169348377734424 0.00060774214216507982 0.0070226341485977182 0.0023699469165876512 0.00096484774257987748 0.021960759535431865 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 3 5 -2 -5 6 -3 -1 -9
right_child=1 2 -4 4 -6 -7 -8 8 -10
leaf_value=-7.3290533794145968e-05 0.0018259994859869486 0.0011978647960713864 0.0030155018591807949 -0.0047629902420042334 -0.00028118844915154092 0.0019673774427546573 -0.0020369849062968947 0.00014657493889761483 0.0019876347795235181
leaf_weight=8131.2914719581604 42.86691415309906 75.116489052772522 98.110572934150696 47.928590655326843 71.89880633354187 94.892890214920044 84.757696509361267 786.87407267093658 126.26276242733002
leaf_count=4084 17 20 20 41 32 32 43 442 49
internal_value=0 0.000445421 0.00113317 -0.00104629 -0.00207382 0.000408292 -0.000517099 -2.53909e-05 0.000401145
internal_weight=0 515.572 352.878 162.694 119.827 254.767 159.874 9044.43 913.137
internal_count=4780 205 115 90 73 95 63 4575 491
is_linear=0
shrinkage=0.06


Tree=766
num_leaves=10
num_cat=0
split_feature=25 18 3 150 28 13 104 40 71
split_gain=0.0301015 0.0970057 0.0992921 0.0775768 0.143383 0.176479 0.158522 0.138085 0.156455
threshold=0.030689206905663017 0.015675474889576439 0.015200819820165636 0.00099512818269431613 0.013032016810029747 0.0030382014811038975 0.00017767510871635753 0.00080172589514404546 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -9
right_child=1 -3 -4 -5 -6 -7 7 8 -10
leaf_value=-3.172439034731635e-05 0.00086537267913489415 0.0025005210256921441 0.001504625955963504 0.00059890748555675754 0.0015335124882860604 -0.0051203612023734343 0.00071998286756337225 -0.0066183697463792256 -0.00098221699337900509
leaf_weight=8780.4057402610779 103.07582032680511 69.271538972854614 152.57095813751221 237.5215128660202 71.609519004821777 40.81822144985199 33.611423134803772 37.407680511474609 33.707852244377136
leaf_count=4477 39 15 42 95 17 30 14 32 19
internal_value=0 0.000357305 0.000148296 -0.000222723 -0.000832143 -0.00151352 -0.000805031 -0.0024491 -0.00394691
internal_weight=0 779.595 710.323 557.752 320.231 248.621 207.803 104.727 71.1155
internal_count=4780 303 288 246 151 134 104 65 51
is_linear=0
shrinkage=0.06


Tree=767
num_leaves=10
num_cat=0
split_feature=117 110 44 0 68 120 106 136 129
split_gain=0.0301348 0.115191 0.139632 0.171005 0.15856 0.215392 0.102953 0.103405 0.0838621
threshold=0.04673989117145539 0.004017772153019906 0.0028552538715302949 0.0030382014811038975 0.00064626874518580746 0.000490355829242617 0.004017772153019906 0.0031340263085439806 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 8 -3 -8 -6
right_child=1 6 4 -5 5 -7 7 -9 -10
leaf_value=-2.9741450932738312e-05 -0.0013116362804879735 0.0026262491773527473 0.0018560448690837074 0.0022283942918177586 -0.0021050771510725684 0.0015049532084906859 -0.00202875748774131 0.0016887774477964928 -0.0051988074194603499
leaf_weight=8868.6940882205963 77.056911945343018 126.16633331775665 49.784425139427185 135.51825344562531 96.929742217063904 48.711864233016968 46.663171529769897 63.715876221656799 46.759600639343262
leaf_count=4405 61 44 18 52 78 22 35 25 40
internal_value=0 0.00038155 -0.000177038 0.00094516 -0.00116203 -0.00194297 0.00145544 0.000117175 -0.00311184
internal_weight=0 691.306 454.761 212.575 242.186 192.401 236.545 110.379 143.689
internal_count=4780 375 271 113 158 140 104 60 118
is_linear=0
shrinkage=0.06


Tree=768
num_leaves=10
num_cat=0
split_feature=52 85 9 74 10 25 11 147 78
split_gain=0.0284367 0.112738 0.176077 0.179913 0.157839 0.126908 0.211537 0.209425 0.201695
threshold=0.00899649551138282 0.0012357163941487672 0.00080172589514404546 0.00017767510871635753 0.0045489775948226461 0.0022975050378590827 0.016668972559273246 0.011169348377734424 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 4 -4 -3 7 -7 8 -2
right_child=1 2 3 -5 -6 6 -8 -9 -10
leaf_value=-5.15564730288177e-05 0.0001229813706786564 0.0011478042610524328 -0.0045870606498694712 -0.00051938725309972429 -0.0015612463138715694 0.0016436137199892606 -0.0023818817801765013 0.0038808121446626772 -0.003102666273545582
leaf_weight=7658.8875542879105 757.74575138092041 223.49363267421722 66.536001801490784 95.085748434066772 118.4655487537384 462.08770644664764 52.315263390541077 48.519006013870239 76.864053726196289
leaf_count=3852 422 83 52 42 62 174 30 12 51
internal_value=0 0.000207702 -0.000562011 -0.00219396 0.000209303 0.000485057 0.00123422 4.86885e-05 -0.000174087
internal_weight=0 1901.11 503.581 161.622 341.959 1397.53 514.403 883.129 834.61
internal_count=4780 928 239 94 145 689 204 485 473
is_linear=0
shrinkage=0.06


Tree=769
num_leaves=10
num_cat=0
split_feature=113 92 9 39 114 23 87 25 82
split_gain=0.0291139 0.113641 0.0960185 0.0679724 0.060848 0.0530785 0.0515053 0.0544792 0.0511404
threshold=0.013439828064292671 0.00043393640953581786 0.00040826165059115743 0.0010918468469753864 0.00068727668258361529 0.013860232196748258 0.0020292587578296666 0.00042089859198313212 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 -2 -5 7 -4 -1
right_child=1 2 6 5 -6 -7 -8 -9 -10
leaf_value=-6.0530751996283655e-05 -0.000453086444231809 0.00024440977186283706 0.00022122025244342893 0.0010106645880932348 -0.0036711712699288922 0.0031785683691531235 0.00083867518631868963 -0.0030232434565760236 0.00055389230857042892
leaf_weight=8513.8878573179245 99.171293139457703 85.04698383808136 37.214822292327881 67.222846269607544 26.886770367622375 102.88296210765839 73.067796349525452 37.311251401901245 517.30768382549286
leaf_count=4190 75 58 22 28 23 29 33 27 295
internal_value=0 0.00043271 0.000924796 0.0016294 -0.00113947 0.00232185 -0.000293293 -0.00140311 -2.53365e-05
internal_weight=0 528.805 402.747 255.153 126.058 170.106 147.594 74.5261 9031.2
internal_count=4780 295 197 115 98 57 82 49 4485
is_linear=0
shrinkage=0.06


Tree=770
num_leaves=10
num_cat=0
split_feature=99 47 36 26 134 113 35 47 24
split_gain=0.0284298 0.087841 0.118962 0.0784762 0.137062 0.109586 0.171594 0.138734 0.106032
threshold=0.00017767510871635753 0.00017767510871635753 0.013439828064292671 0.00039601318712811922 0.00082683752407319855 0.0023699469165876512 0.00073092587990686308 0.019431582652032379 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -7 -8 -3
right_child=-2 2 -4 -5 -6 6 7 -9 -10
leaf_value=-0.0015525191885917863 -5.3599859985970172e-05 -7.6309996754617541e-05 0.0029704036245760497 0.0010479447290005881 -0.0032617925474088386 0.00042313057136072476 -0.0035489871559061365 -0.000276618147845615 0.0011208541645781362
leaf_weight=98.002303123474121 7537.3244333267212 619.40737235546112 57.774497032165527 328.41344678401947 44.325191497802734 219.68553459644318 101.60570228099823 86.215973854064941 467.24581205844879
leaf_count=74 3689 343 15 158 33 124 82 59 203
internal_value=0 0.000199735 0.000288958 0.000205976 2.62448e-05 0.000123786 -0.000715302 -0.00204687 0.000438454
internal_weight=0 2022.68 1924.67 1866.9 1538.49 1494.16 407.507 187.822 1086.65
internal_count=4780 1091 1017 1002 844 811 265 141 546
is_linear=0
shrinkage=0.06


Tree=771
num_leaves=10
num_cat=0
split_feature=10 10 54 70 140 93 45 94 116
split_gain=0.0278674 0.099187 0.135507 0.159386 0.215436 0.194243 0.205769 0.170136 0.152693
threshold=0.0013986918493174019 0.0035485138650983576 0.00073092587990686308 0.00082683752407319855 0.0079489401541650313 0.0020292587578296666 0.00064626874518580746 0.0070226341485977182 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 6 -2 -5 -4
right_child=1 -3 8 4 -6 -7 -8 -9 -10
leaf_value=-0.00017545371353508313 0.00064218835190932224 -8.8584376392991581e-05 -0.0011462999489728236 0.0022410556908196667 0.0047375117203047375 0.0023351197227413703 -0.0047342721583964907 -0.0014839006759777523 0.00039801535573372356
leaf_weight=2430.4114246368408 56.70193612575531 4952.1732473373413 274.53163623809814 148.3771436214447 83.202990055084229 68.295407176017761 46.759600639343262 62.836173534393311 1436.7107075452805
leaf_count=1189 19 2584 166 63 22 24 40 39 634
internal_value=0 5.98106e-05 0.00039731 0.00130418 0.00215156 -0.000148357 -0.00178771 0.00113288 0.000150264
internal_weight=0 7129.59 2177.42 466.173 294.416 171.757 103.462 211.213 1711.24
internal_count=4780 3591 1007 207 124 83 59 102 800
is_linear=0
shrinkage=0.06


Tree=772
num_leaves=10
num_cat=0
split_feature=124 129 25 83 59 47 73 146 118
split_gain=0.0284448 0.110492 0.164386 0.182845 0.169656 0.139962 0.138235 0.136042 0.120412
threshold=0.013860232196748258 0.013860232196748258 0.011519505176693203 0.013032016810029747 0.0014427106943912806 0.0084566329605877417 0.013032016810029747 0.0041444667149335155 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 -2 8 -6 -7
right_child=1 2 -4 -5 7 6 -8 -9 -10
leaf_value=-4.6930865905333032e-05 0.00023538432884854916 -0.0012185914741565109 0.00065044027939672891 0.0013492173687989243 -0.0074878120055786243 0.001728341712036473 0.0035152501720616294 -0.0019503772395317387 -0.0025819602205828596
leaf_weight=7929.5146633386612 877.10284352302551 157.82549285888672 248.7292674779892 64.692008018493652 33.900710463523865 81.250726461410522 104.05195212364197 30.200882196426392 32.731720447540283
leaf_count=4054 411 76 80 16 29 40 30 16 28
internal_value=0 0.000228238 -0.000478199 -0.00145764 -0.00227584 0.000573574 0.00193403 -0.0048789 0.000490576
internal_weight=0 1630.49 535.348 286.619 221.927 1095.14 218.034 64.1016 113.982
internal_count=4780 726 217 137 121 509 98 45 68
is_linear=0
shrinkage=0.06


Tree=773
num_leaves=10
num_cat=0
split_feature=139 56 96 114 12 39 11 80 114
split_gain=0.0290451 0.136737 0.158472 0.0547546 0.0679355 0.0472287 0.151827 0.151753 0.176008
threshold=0.0032328735105693345 0.0038949446752667431 0.0092791137285530585 0.0054799309000372895 0.0012357163941487672 0.028884131461381916 0.00747153488919139 0.0062037324532866487 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1 -7 8 -8
right_child=3 2 -4 -5 -6 6 7 -9 -10
leaf_value=-2.6885119898245277e-05 0.0013221222658442282 -0.0044434406448145862 0.00034247136547666836 0.0013723536008770328 -0.0016443434363767025 0.0018698950198096401 0.0021944988742103552 -0.0018626654619086453 -0.0015259318712704257
leaf_weight=8676.2573590278625 48.615435123443604 53.677111625671387 46.470313310623169 150.23297810554504 64.884866237640381 197.87228143215179 122.56293416023254 126.35919153690338 73.067796349525452
leaf_count=4442 17 41 25 40 26 66 36 54 33
internal_value=0 -1.76152e-05 -0.00222269 0.000620913 -0.000373721 6.39846e-06 0.000561886 -0.000241924 0.000804923
internal_weight=0 9296.27 100.147 263.733 113.5 9196.12 519.862 321.99 195.631
internal_count=4780 4697 66 83 43 4631 189 123 69
is_linear=0
shrinkage=0.06


Tree=774
num_leaves=10
num_cat=0
split_feature=122 97 40 39 50 9 145 63 44
split_gain=0.0296293 0.0680642 0.0927207 0.1395 0.0860449 0.0531001 0.0486357 0.0383122 0.133854
threshold=0.0048403022810816774 0.0026012937305495147 0.0014427106943912806 0.010829726699739696 0.00899649551138282 0.00044738779251929378 0.0014427106943912806 0.00052132029668428015 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 6 5 -3 -4 -2 8 -1
right_child=1 4 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.00011299944767151631 0.00261185440180951 0.00021332974140065769 -0.0037735611552235557 0.00076622293026016729 0.0028335763117065954 -0.0012034695125072109 0.00014253105656005045 -9.5321814119840259e-05 0.00092771165905234797
leaf_weight=1499.222071647644 57.774497032165527 101.90683031082153 41.987211465835571 127.23889422416687 80.96143913269043 93.133484840393066 57.087652564048767 6868.0243660211563 632.66381967067719
leaf_count=835 15 38 31 40 25 60 39 3382 315
internal_value=0 0.000423422 -3.71026e-05 -0.000659519 0.00137339 -0.0020021 0.00138458 -2.63507e-05 0.000195845
internal_weight=0 560.09 377.222 262.36 182.868 135.121 114.862 8999.91 2131.89
internal_count=4780 248 185 131 63 91 54 4532 1150
is_linear=0
shrinkage=0.06


Tree=775
num_leaves=10
num_cat=0
split_feature=5 138 125 61 54 84 108 116 45
split_gain=0.0283464 0.0710891 0.0817719 0.0944689 0.053646 0.043591 0.0371529 0.0469669 0.0335335
threshold=0.033603202551603324 0.0026833302108570938 0.0013986918493174019 0.0016846025246195497 0.035692447796463973 0.00085274505545385193 0.00093549740267917525 0.0081988852471113222 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 6 -5 -2 -8 -1
right_child=1 -3 3 5 -6 -7 7 -9 -10
leaf_value=-0.00010983067598712399 0.0019242326917740199 0.0024263041994524981 0.0012501877877029066 -0.0014563490096322501 0.0027719395408397573 -0.0047411987783186945 -0.0011137667755340024 0.0011948819000594073 0.00012657047444257694
leaf_weight=5724.379958152771 40.81822144985199 58.943487048149109 33.707852244377136 38.480241417884827 40.528934121131897 23.379800319671631 75.9843510389328 54.460385203361511 3469.3170359134674
leaf_count=2802 30 16 19 28 15 20 65 22 1763
internal_value=0 0.000517602 0.000151564 -0.00130533 0.000808966 -0.00269785 0.000344433 -0.000149911 -2.06228e-05
internal_weight=0 366.303 307.36 95.5679 211.792 61.86 171.263 130.445 9193.7
internal_count=4780 215 199 67 132 48 117 87 4565
is_linear=0
shrinkage=0.06


Tree=776
num_leaves=10
num_cat=0
split_feature=41 109 147 70 147 144 136 27 111
split_gain=0.0303907 0.107011 0.217175 0.187767 0.151029 0.144695 0.212146 0.126597 0.200757
threshold=0.00040826165059115743 0.0066005610860884198 0.0027679565828293566 0.0013986918493174019 0.00747153488919139 0.0045489775948226461 0.00044738779251929378 0.0036604277556762104 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 -4 6 -6 8 -2
right_child=1 2 4 -5 5 -7 -8 -9 -10
leaf_value=-4.9188140560145992e-05 0.0020417658944872278 -0.0010259795325893073 0.0013674796635190002 -0.0062003048991826149 -0.0065764061622741949 0.00036151621957542201 -0.00067063127484965712 7.7547532455366671e-05 -0.0013008606796670636
leaf_weight=7891.6011558771133 336.41535937786102 73.067796349525452 200.01740324497223 38.576670527458191 32.731720447540283 142.53219354152679 66.150285363197327 698.82594573497772 80.081736445426941
leaf_count=4115 96 33 58 33 28 58 32 288 39
internal_value=0 0.000232662 -0.000449713 -0.00281387 0.000148218 -0.00086197 -0.00262555 0.000571044 0.00139906
internal_weight=0 1668.4 553.076 111.644 441.432 241.414 98.882 1115.32 416.497
internal_count=4780 665 242 66 176 118 60 423 135
is_linear=0
shrinkage=0.06


Tree=777
num_leaves=10
num_cat=0
split_feature=97 122 137 5 80 100 99 132 38
split_gain=0.0315688 0.179307 0.203094 0.238892 0.322137 0.200525 0.283283 0.19016 0.278448
threshold=0.0014427106943912806 0.0015349716995842757 0.00070876078098081063 0.0022975050378590827 0.0022272822679951791 0.0058306583669036635 0.0035485138650983576 0.0010263677686452868 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -6 8 -2
right_child=1 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=6.6177791952312513e-05 -0.0049950932466553315 0.00075356119373338516 0.00022889103084748326 0.00079349956470973961 -0.0063563789168405932 -0.00083149841568823835 -0.0018820597790589616 -4.5208828666011608e-05 0.00083885807624293584
leaf_weight=6986.2496937513351 74.718931913375854 575.49157869815826 886.6594625711441 217.74511170387268 100.53314137458801 102.09968852996826 103.26867854595184 464.61854469776154 48.615435123443604
leaf_count=3670 59 212 370 83 86 48 49 186 17
internal_value=0 -0.000179635 -0.000448392 -0.000988621 -0.00142275 -0.00300188 -0.00408919 -0.000601156 -0.00269549
internal_weight=0 2573.75 1998.26 1111.6 893.854 305.902 203.802 587.953 123.334
internal_count=4780 1110 898 528 445 183 135 262 76
is_linear=0
shrinkage=0.06


Tree=778
num_leaves=10
num_cat=0
split_feature=97 126 96 53 31 94 82 117 41
split_gain=0.0278942 0.152904 0.252092 0.180282 0.34937 0.201789 0.210969 0.188228 0.199584
threshold=0.0014427106943912806 0.00017767510871635753 0.0013986918493174019 0.00093549740267917525 0.0026833302108570938 0.0028552538715302949 0.001792412775103003 0.0063990866765379914 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 6 -5 8 -4
right_child=1 -3 3 4 -6 -7 -8 -9 -10
leaf_value=6.2207120905353786e-05 6.2363155643005671e-05 0.00024309425755666541 -0.0046606986331511275 -0.0061715981297726825 -0.0060484584081334737 3.4906099696016119e-05 -0.00062466779103245544 0.0022869816083178718 0.001132713996569326
leaf_weight=6986.2496937513351 667.26321530342102 1435.0595719814301 45.494181513786316 51.339131593704224 78.225901961326599 140.19421350955963 47.542874217033386 68.198978066444397 40.432505011558533
leaf_count=3670 261 608 34 39 62 56 21 19 10
internal_value=0 -0.000168856 -0.000688026 -0.00175013 -0.00256789 -0.00142904 -0.00350461 -6.66106e-05 -0.00193463
internal_weight=0 2573.75 1138.69 471.428 317.302 239.076 98.882 154.126 85.9267
internal_count=4780 1110 502 241 178 116 60 63 44
is_linear=0
shrinkage=0.06


Tree=779
num_leaves=10
num_cat=0
split_feature=18 148 94 127 98 82 46 81 77
split_gain=0.028211 0.183147 0.0401229 0.0908021 0.16602 0.187715 0.136564 0.1277 0.200372
threshold=0.13848232477903369 0.0051502294372767219 0.0054799309000372895 0.00017767510871635753 0.0026833302108570938 0.00096484774257987748 0.0033348383149132137 0.010180860292166473 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -6 7 8 -5
right_child=1 -3 3 4 5 -7 -8 -9 -10
leaf_value=-9.1860648392750588e-05 -0.0013867376101440794 0.0022513754434148681 -0.00017987907133454467 0.002760858407441794 -0.0024461632186104556 0.00029867617730086713 0.00045942800851730189 0.0034490710791185205 -0.0017249640726355244
leaf_weight=6776.9040517807007 86.902818322181702 116.71798408031464 1253.7341682910919 87.975379228591919 108.33035504817963 521.405069231987 405.38577032089233 142.14647710323334 60.498193502426147
leaf_count=3486 35 31 625 31 73 269 155 38 37
internal_value=0 0.000698674 -1.52051e-05 0.000186188 0.000532371 -0.000173505 0.00117104 0.00216366 0.00093303
internal_weight=0 203.621 9356.38 2579.48 1325.74 629.735 696.006 290.62 148.474
internal_count=4780 66 4714 1228 603 342 261 106 68
is_linear=0
shrinkage=0.06


Tree=780
num_leaves=10
num_cat=0
split_feature=109 17 105 76 101 144 95 132 36
split_gain=0.0292613 0.13512 0.136694 0.113635 0.136781 0.119904 0.13191 0.116319 0.090706
threshold=0.00066645268816500913 0.0058306583669036635 0.0019672545604407792 0.00040826165059115743 0.0014881226234138014 0.0072436286136507997 0.00039601318712811922 0.00038414125447161501 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -7 -6 -1
right_child=-2 -3 -4 -5 7 6 -8 -9 -10
leaf_value=-0.00014246688795474784 -3.1079868299531538e-05 -0.0026975511358529351 0.001724957791099613 0.0022177483820204611 -0.0007261233653069859 -0.00076922065919408575 0.0028349928490841322 -0.0059715997440169576 -0.0030534630932164842
leaf_weight=145.54517734050751 8789.4802137613297 48.904722452163696 241.71532738208771 69.560826301574707 35.069700479507446 62.643315315246582 87.78252100944519 26.886770367622375 52.411692500114441
leaf_count=95 4411 32 74 30 30 29 21 23 35
internal_value=0 0.000354535 0.000561378 -2.46922e-05 -0.000404831 5.71319e-05 0.00133405 -0.00300246 -0.000913192
internal_weight=0 770.52 721.615 479.9 410.339 348.383 150.426 61.9565 197.957
internal_count=4780 369 337 263 233 180 50 53 130
is_linear=0
shrinkage=0.06


Tree=781
num_leaves=10
num_cat=0
split_feature=86 109 144 86 138 58 122 133 93
split_gain=0.0283643 0.132869 0.135494 0.290323 0.216343 0.24875 0.20742 0.236311 0.203207
threshold=0.00096484774257987748 0.037906534969806678 0.00082683752407319855 0.0013986918493174019 0.00052132029668428015 0.0053125319536775359 0.0048403022810816774 0.0048403022810816774 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 6 7 -6 -2
right_child=1 -3 3 -5 5 -7 -8 -9 -10
leaf_value=6.6899982569446553e-05 -0.0017056353326494289 0.0020334955541719091 -0.0048264147547287433 0.00035624788488444764 -0.0012822042796837797 0.0016840779096780065 0.0018021667874417713 -0.0057360694567092198 0.00048532208449320589
leaf_weight=6737.0382807254791 453.10966205596924 96.061880230903625 58.449500799179077 1651.3582470417023 128.79360067844391 97.327299356460571 43.939475059509277 64.294450879096985 229.62787008285522
leaf_count=3565 245 33 50 616 61 39 13 55 103
internal_value=0 -0.000159658 -0.000236917 7.50783e-06 -0.0014586 -0.000869867 -0.00191856 -0.00276525 -0.000968742
internal_weight=0 2822.96 2726.9 2044.16 392.804 334.355 237.028 193.088 682.738
internal_count=4780 1215 1182 834 218 168 129 116 348
is_linear=0
shrinkage=0.06


Tree=782
num_leaves=10
num_cat=0
split_feature=117 72 125 33 11 0 132 2 82
split_gain=0.0292387 0.101381 0.144374 0.142816 0.124282 0.157702 0.0762525 0.0894327 0.144793
threshold=0.04673989117145539 0.00082683752407319855 0.0066005610860884198 0.0053125319536775359 0.013860232196748258 0.0020932231564074759 0.00062670491752214741 0.00070876078098081063 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -6 7 8 -3
right_child=1 2 3 -5 5 -7 -8 -9 -10
leaf_value=-2.929590797722218e-05 -0.0010957115199131773 0.0013752203827091364 -0.0047081051416476092 0.00076998100509365042 0.0014388612265411865 -0.0041802943284180534 0.0026824019604053803 0.0030945993810512066 -0.0019745345363938534
leaf_weight=8868.6940882205963 135.50641274452209 161.13960468769073 32.731720447540283 35.949403166770935 38.287383198738098 33.900710463523865 132.89098608493805 55.629375219345093 65.270582675933838
leaf_count=4405 111 69 28 16 18 29 35 23 46
internal_value=0 0.000375834 0.000734603 -0.00184074 0.00109771 -0.00119999 0.00149746 0.000939138 0.000409537
internal_weight=0 691.306 555.8 68.6811 487.119 72.1881 414.931 282.04 226.41
internal_count=4780 375 264 44 220 47 173 138 115
is_linear=0
shrinkage=0.06


Tree=783
num_leaves=10
num_cat=0
split_feature=52 1 72 118 118 72 29 92 98
split_gain=0.0285022 0.0842391 0.138937 0.108472 0.120251 0.107977 0.113266 0.0641341 0.0370272
threshold=0.028884131461381916 0.0079489401541650313 0.0084566329605877417 0.00096484774257987748 0.00017767510871635753 0.00017767510871635753 0.015675474889576439 0.0011980500421486797 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 7 -3 -7 -2 -1
right_child=1 5 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00027929767767337989 -0.0020575863962211003 0.0013534780991956068 0.0029943271104184697 -0.0020539310696647602 0.0026177304435933422 -0.0048758184592552481 -0.00035420181871592991 0.001182274534920851 3.4010750380919844e-05
leaf_weight=1660.867503285408 47.832161545753479 52.315263390541077 90.024071931838989 57.087652564048767 82.32328736782074 32.731720447540283 51.049844264984131 40.721792340278625 7445.0469697713852
leaf_count=811 36 30 18 39 36 28 24 25 3733
internal_value=0 0.000463932 0.000998566 0.000210434 0.000966926 -0.000785237 -0.0021207 -0.000567727 -2.31349e-05
internal_weight=0 454.086 317.989 227.965 170.877 136.097 83.7816 88.554 9105.91
internal_count=4780 236 154 136 97 82 52 61 4544
is_linear=0
shrinkage=0.06


Tree=784
num_leaves=10
num_cat=0
split_feature=24 140 77 104 17 117 99 126 0
split_gain=0.0288162 0.148267 0.148183 0.122341 0.0899983 0.151108 0.129042 0.171216 0.127676
threshold=0.00047558375808876013 0.076978169381618514 0.00082683752407319855 0.01884530205279589 0.0028552538715302949 0.0019672545604407792 0.0084566329605877417 0.00052132029668428015 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 7 -6 -7
right_child=-2 2 -4 -5 6 8 -8 -9 -10
leaf_value=0.00028583801281567448 -4.2047364368390189e-05 -0.0016003411265147435 0.0045653866526519553 0.0031135200973452632 -0.0010608366415859861 -0.0025817477495819726 0.0032299867889315106 0.0027848861508552444 -8.329573263929211e-05
leaf_weight=652.05450439453125 8220.6286994218826 44.325191497802734 54.363956093788147 35.852974057197571 125.28663063049316 149.53429293632507 70.440528988838196 62.450457096099854 145.06303179264069
leaf_count=307 4126 33 17 11 58 123 16 19 70
internal_value=0 0.000258073 0.00214718 0.000507539 4.71185e-05 -0.000223695 0.0010401 0.000218437 -0.00135148
internal_weight=0 1339.37 134.542 80.1782 1204.83 946.652 258.178 187.737 294.597
internal_count=4780 654 61 44 593 500 93 77 193
is_linear=0
shrinkage=0.06


Tree=785
num_leaves=10
num_cat=0
split_feature=72 133 117 124 47 53 8 64 9
split_gain=0.0281317 0.103774 0.173033 0.259787 0.185132 0.16369 0.127765 0.109332 0.147082
threshold=0.00082683752407319855 0.0054799309000372895 0.0036604277556762104 0.0018488886416889729 0.0049928687512874612 0.001792412775103003 0.0084566329605877417 0.0003614811430452392 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 -4 -6 8 -1
right_child=-2 2 4 -5 6 -7 -8 -9 -10
leaf_value=-0.00032632387036139342 -4.8312910750636868e-05 0.0008327355420499991 8.2220759340807798e-05 0.005070833277226878 -0.00026861035781010974 -0.0046225022328384808 0.0031482215284100328 0.0031706070816820788 0.003118616866333441
leaf_weight=1118.5661091804504 7833.9095437526703 182.37428319454193 58.160213470458984 72.874938130378723 95.567893981933594 49.097580671310425 67.029988050460815 35.949403166770935 46.470313310623169
leaf_count=770 3687 97 35 23 67 42 18 16 25
internal_value=0 0.000219269 0.000922843 0.00204273 -0.000136432 -0.00207138 0.00113996 -8.83527e-05 -0.000188914
internal_weight=0 1726.09 525.105 255.249 269.856 107.258 162.598 1200.99 1165.04
internal_count=4780 1093 282 120 162 77 85 811 795
is_linear=0
shrinkage=0.06


Tree=786
num_leaves=10
num_cat=0
split_feature=99 143 4 79 18 97 78 94 91
split_gain=0.0280709 0.0786697 0.237676 0.196493 0.340762 0.201339 0.21191 0.159621 0.159042
threshold=0.00017767510871635753 0.001792412775103003 0.00046126570669002836 0.0014881226234138014 0.00038414125447161501 0.00017767510871635753 0.048151826485991485 0.00093549740267917525 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 8 -5 -7
right_child=1 2 -4 5 -6 6 -8 -9 -10
leaf_value=0.00019847050209900749 0.00034385302566333531 -0.0021305957235565136 2.0124825886888073e-05 -0.0070688087431889073 0.00098962560201256572 -0.003433976651823305 0.0020506598133640387 -0.0025523976783443465 -0.00015130429956294132
leaf_weight=2022.6758335828781 1450.3291898965836 202.92211723327637 5069.1314524412155 33.900710463523865 332.41440308094025 104.72695589065552 69.367968082427979 166.68342673778534 107.84820950031281
leaf_count=1091 744 149 2389 29 127 65 20 118 48
internal_value=0 -5.32605e-05 -0.000147879 -0.000984569 -0.000193111 -0.00186265 -0.000828882 -0.00331572 -0.00176854
internal_weight=0 7537.32 6087 1017.86 535.337 482.527 281.943 200.584 212.575
internal_count=4780 3689 2945 556 276 280 133 147 113
is_linear=0
shrinkage=0.06


Tree=787
num_leaves=10
num_cat=0
split_feature=81 36 15 25 142 104 35 133 10
split_gain=0.0278382 0.0625578 0.0748584 0.0695488 0.0628641 0.0354471 0.0949196 0.163612 0.125602
threshold=0.04273676127195359 0.0012357163941487672 0.0011261500185355546 0.00042089859198313212 0.0037758676335215573 0.00060774214216507982 0.0012357163941487672 0.013860232196748258 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -5 6 7 -1 -8
right_child=1 2 -4 4 -6 -7 8 -9 -10
leaf_value=-9.427142889715994e-05 -6.3672301645910218e-05 0.0014639198242428048 -0.0019311003339034026 -0.0012904686541632066 -0.0053610000784151471 -3.8753072224556969e-05 -8.3922874724640201e-05 -0.0039258836865043696 0.0011499576074807543
leaf_weight=414.23186349868774 47.542874217033386 70.53695809841156 34.973271369934082 29.128321290016174 25.717780351638794 7704.4781649112701 577.43200159072876 44.421620607376099 611.53741097450256
leaf_count=256 21 21 25 20 22 3891 253 38 233
internal_value=0 -0.000686707 0.000338579 -0.00174325 -0.00319917 1.52656e-05 0.000267863 -0.000465372 0.000550714
internal_weight=0 207.899 105.51 102.389 54.8461 9352.1 1647.62 458.653 1188.97
internal_count=4780 109 46 63 42 4671 780 294 486
is_linear=0
shrinkage=0.06


Tree=788
num_leaves=10
num_cat=0
split_feature=132 97 63 52 36 118 94 73 146
split_gain=0.0282789 0.105662 0.111058 0.221595 0.238413 0.204247 0.251378 0.196756 0.192943
threshold=0.00017767510871635753 0.04273676127195359 0.00052132029668428015 0.002945306478068233 0.001792412775103003 0.0032328735105693345 0.0054799309000372895 0.0036604277556762104 0.018276390619575981
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 6 8 -1 -5
right_child=-2 -3 3 5 -6 -7 -8 -9 -10
leaf_value=0.00017571169931579906 -0.00010691858507826739 0.0023658516544734962 -0.00044628270561158332 -0.0011530867112057688 -0.0030397425287744142 0.001171956653189897 0.00082367094500912367 0.0020124937577183596 0.00098508668718206216
leaf_weight=1100.5609540939331 4610.574397444725 72.971367239952087 1171.3871995210648 758.61361336708069 143.20719730854034 626.5414229631424 626.72244048118591 259.44303584098816 189.97863864898682
leaf_count=671 2100 28 707 467 93 236 305 99 74
internal_value=0 9.95986e-05 6.56864e-05 -0.000112384 -0.000728805 0.000255644 -0.000108797 0.000526108 -0.000724866
internal_weight=0 4949.43 4876.45 3516.45 1314.59 2201.86 1575.31 1360 948.592
internal_count=4780 2680 2652 1882 800 1082 846 770 541
is_linear=0
shrinkage=0.06


Tree=789
num_leaves=10
num_cat=0
split_feature=70 77 94 102 101 129 23 70 32
split_gain=0.0294433 0.0981951 0.13198 0.0720442 0.128578 0.0671816 0.0639344 0.0618221 0.158626
threshold=0.017188700847327713 0.007706565549597145 0.00093549740267917525 0.0056525857653468856 0.0013146653072908523 0.00017767510871635753 0.0044099434744566688 0.013032016810029747 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 -4 -3 -1 -9
right_child=1 6 3 -5 -6 -7 -8 8 -10
leaf_value=-8.6798582600756336e-06 0.001621933758291946 0.00020719970337080594 -0.001000775126322518 0.00064535679764431272 -1.3625414566362944e-06 -0.0039040329797814977 0.0028757932647978752 0.001913395134488364 -0.0024310157597881373
leaf_weight=8709.6031762361526 140.19421350955963 53.29139518737793 52.604550719261169 134.44569253921509 173.21522128582001 63.125460863113403 82.130429148674011 41.794353246688843 109.59577417373657
leaf_count=4323 56 21 45 56 99 54 26 21 79
internal_value=0 0.0003749 2.63065e-05 -0.000502041 -0.00103592 -0.00258437 0.00182564 -2.95743e-05 -0.00123165
internal_weight=0 699.007 563.585 423.391 288.945 115.73 135.422 8860.99 151.39
internal_count=4780 357 310 254 198 99 47 4423 100
is_linear=0
shrinkage=0.06


Tree=790
num_leaves=10
num_cat=0
split_feature=10 149 81 39 58 61 7 77 11
split_gain=0.0275043 0.102894 0.173507 0.138659 0.136248 0.154074 0.151992 0.127767 0.119557
threshold=0.0013986918493174019 0.00060774214216507982 0.0021592099219560628 0.0087224207818508166 0.0020932231564074759 0.00064626874518580746 0.00055427959887310873 0.0046923852059990176 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 -5 -4
right_child=-2 3 8 7 -6 -7 -8 -9 -10
leaf_value=-0.00088129729227541965 5.9419642472287199e-05 -0.0015801787986051928 0.00086328694591714062 -0.0013177978427861984 0.00018809827436415806 -0.0001305170367035587 -0.0066489880791969196 -0.0051673622668556331 -0.00070486698557412097
leaf_weight=433.52611911296844 7129.5888422727585 57.280510783195496 851.98731923103333 142.91790997982025 540.68748414516449 110.18618953227997 33.900710463523865 39.649231433868408 220.27594995498657
leaf_count=243 3591 49 301 78 315 50 29 29 95
internal_value=0 -0.000174307 0.000131611 -0.000672509 -0.00030806 -0.00164029 -0.00346474 -0.00215383 0.00054114
internal_weight=0 2430.41 1505.79 924.622 742.055 201.367 91.1812 182.567 1072.26
internal_count=4780 1189 639 550 443 128 78 107 396
is_linear=0
shrinkage=0.06


Tree=791
num_leaves=10
num_cat=0
split_feature=113 128 124 73 126 35 69 42 27
split_gain=0.0270508 0.0697008 0.0900532 0.0705034 0.0544563 0.0521085 0.0507404 0.0576417 0.0428907
threshold=0.013439828064292671 0.00046126570669002836 0.0015349716995842757 0.00050559637020342063 0.00039601318712811922 0.0014427106943912806 0.0063990866765379914 0.004017772153019906 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 3 5 6 -4 -3 7 -2 -1
right_child=1 2 4 -5 -6 -7 -8 -9 -10
leaf_value=0.00030473236126632609 0.0007823852787186157 0.0031054482538910976 0.0011521636831901901 0.00091833258889282838 -0.0019310501505521106 0.00089694788104490819 -0.0034361646248232355 -0.001608247272201055 -7.636456569104639e-05
leaf_weight=1230.9211019277573 65.270582675933838 79.696020007133484 40.528934121131897 119.44168055057526 41.987211465835571 74.333215475082397 25.717780351638794 81.829301118850708 7800.2744392156601
leaf_count=694 46 19 15 53 31 39 22 70 3791
internal_value=0 0.000417097 0.00118278 -0.000202623 -0.000416687 0.00203964 -0.000977363 -0.000547485 -2.44224e-05
internal_weight=0 528.805 236.545 292.259 82.5161 154.029 172.818 147.1 9031.2
internal_count=4780 295 104 191 46 58 138 116 4485
is_linear=0
shrinkage=0.06


Tree=792
num_leaves=10
num_cat=0
split_feature=50 36 19 71 50 80 34 74 51
split_gain=0.0273433 0.110081 0.147767 0.130045 0.106032 0.18106 0.188731 0.210301 0.215833
threshold=0.0053125319536775359 0.0060143163427710542 0.0063990866765379914 0.015200819820165636 0.007706565549597145 0.0025217677466571335 0.0079489401541650313 0.00073092587990686308 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 7 8 -7
right_child=1 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-8.8888316298153854e-05 0.0016717783937821003 0.0011361715176772343 -0.0034846901574219014 -0.002325804691457151 3.8662932083229836e-05 -0.0012945185389715314 0.0011218368010630622 0.0013236394647750309 -0.0070204309389216533
leaf_weight=5409.2229586839676 414.93054866790771 102.97939121723175 68.777552723884583 62.932602643966675 3159.1980315446854 68.48826539516449 182.86826944351196 54.363956093788147 36.238690495491028
leaf_count=2616 173 34 49 44 1719 34 63 17 31
internal_value=0 0.000115838 -0.00114634 -0.000177002 0.00019148 0.000829326 -0.0001929 -0.00170413 -0.00327586
internal_weight=0 4150.78 234.69 165.912 3916.09 756.89 341.959 159.091 104.727
internal_count=4780 2164 127 78 2037 318 145 82 65
is_linear=0
shrinkage=0.06


Tree=793
num_leaves=10
num_cat=0
split_feature=124 35 27 67 104 45 131 55 133
split_gain=0.02714 0.144308 0.170332 0.141165 0.211321 0.176312 0.135947 0.107497 0.105121
threshold=0.013860232196748258 0.00087947337306104611 0.0041444667149335155 0.00080172589514404546 0.0018488886416889729 0.0022975050378590827 0.0037758676335215573 0.00090704852482303988 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 -5 -6 8 -7 -2
right_child=1 2 -4 4 5 7 -8 -9 -10
leaf_value=-4.5841888705773377e-05 0.0011063887585384174 0.0015526642210861952 -0.00047227659767347505 0.0010917674114092957 -0.0057524021113308805 -0.0033476990990768769 -0.004320940928465424 0.00042389875135875139 -0.0026272137122143216
leaf_weight=7929.5146633386612 67.319275379180908 517.33136522769928 515.36726093292236 278.93014967441559 30.39374041557312 38.480241417884827 44.325191497802734 92.844197511672974 45.494181513786316
leaf_count=4054 33 177 254 96 26 28 33 45 34
internal_value=0 0.000222942 0.000407285 0.000880465 9.12884e-05 -0.00163433 -0.00150547 -0.000681242 -0.000399258
internal_weight=0 1630.49 1473.35 957.98 440.648 161.718 157.139 131.324 112.813
internal_count=4780 726 626 372 195 99 100 73 67
is_linear=0
shrinkage=0.06


Tree=794
num_leaves=10
num_cat=0
split_feature=142 15 60 20 68 40 102 30 110
split_gain=0.026795 0.167529 0.170745 0.159263 0.266127 0.15051 0.143231 0.133229 0.126462
threshold=0.021960759535431865 0.0044099434744566688 0.0011261500185355546 0.00090704852482303988 0.004017772153019906 0.0048403022810816774 0.0019071503775194289 0.011880517937242987 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 -3 6 -4 -2 -5
right_child=1 2 5 8 -6 -7 -8 -9 -10
leaf_value=-3.6550349160897624e-05 -0.0014677831220070152 0.0040428262400976937 -0.0041493119805278908 -0.0021436513812775537 0.00051674129372654019 0.00058717056255883212 7.8612203124470032e-06 0.0021958931194631082 0.0021581068168540878
leaf_weight=8442.2546569108963 253.29695773124695 152.66738724708557 56.111520767211914 62.836173534393311 155.58394193649292 291.49975252151489 63.715876221656799 41.601495027542114 40.432505011558533
leaf_count=4291 138 47 48 39 79 92 25 11 10
internal_value=0 0.000276062 0.000715807 0.00157991 0.0022631 -0.000148697 -0.00193882 -0.000950946 -0.000459396
internal_weight=0 1117.75 822.847 411.52 308.251 411.327 119.827 294.898 103.269
internal_count=4780 489 340 175 126 165 73 149 49
is_linear=0
shrinkage=0.06


Tree=795
num_leaves=10
num_cat=0
split_feature=117 30 8 42 75 88 33 141 110
split_gain=0.0267139 0.0892645 0.0773271 0.0990891 0.110421 0.0886531 0.0698736 0.0682945 0.0565988
threshold=0.04673989117145539 0.00044738779251929378 0.0066005610860884198 0.011519505176693203 0.0072436286136507997 0.0034400182776153092 0.0062037324532866487 0.016668972559273246 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 7 3 4 5 6 -3 -2 -1
right_child=1 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=4.0312894315528774e-05 -0.00054550014348087831 -0.001673911124843433 0.0026662866345834803 0.0028089045395614273 0.002514987036533045 -0.0033538160515074271 0.0013457880460634806 0.0024355791960837913 -0.0003643063944111704
leaf_weight=7371.3160103559494 329.57059609889984 50.170141577720642 82.130429148674011 54.363956093788147 45.108465075492859 38.480241417884827 61.281467080116272 30.200882196426392 1497.3780778646469
leaf_count=3606 218 38 26 17 14 28 18 16 799
internal_value=0 0.000359241 0.00106948 0.00054364 -8.7761e-05 -0.000870823 -1.3535e-05 -0.000295255 -2.80025e-05
internal_weight=0 691.306 331.535 249.404 195.04 149.932 111.452 359.771 8868.69
internal_count=4780 375 141 115 98 84 56 234 4405
is_linear=0
shrinkage=0.06


Tree=796
num_leaves=10
num_cat=0
split_feature=67 109 78 111 91 87 109 74 71
split_gain=0.0273679 0.0893039 0.110599 0.102802 0.0892112 0.0595713 0.0529208 0.0414238 0.15756
threshold=0.0068083447404205808 0.0021592099219560628 0.0058306583669036635 0.0011261500185355546 0.00040826165059115743 0.0034400182776153092 0.004017772153019906 0.0020932231564074759 0.0013560238294303419
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 -4 6 -3 -1 -9
right_child=1 5 3 -5 -6 -7 -8 8 -10
leaf_value=1.3263285111819279e-05 0.001803689279653046 0.0026775124999143776 -0.0049512690002309718 0.00032704476077948544 -0.00046667225834199266 -0.00044380044656542066 0.00069218832123785722 -0.0018112696708146967 0.00017753020519530827
leaf_weight=8486.784547328949 49.784425139427185 98.20700204372406 39.745660543441772 56.798365235328674 26.693912148475647 61.474325299263 95.182177543640137 215.10600364208221 430.22384798526764
leaf_count=4275 18 25 34 24 13 28 47 125 191
internal_value=0 0.000468991 -0.000583032 -0.0015472 -0.00314946 0.00118319 0.00170038 -2.19746e-05 -0.000485391
internal_weight=0 427.886 173.022 123.238 66.4396 254.864 193.389 9132.11 645.33
internal_count=4780 189 89 71 47 100 72 4591 316
is_linear=0
shrinkage=0.06


Tree=797
num_leaves=10
num_cat=0
split_feature=75 93 25 33 58 10 149 19 72
split_gain=0.0264086 0.0897418 0.196263 0.140188 0.138104 0.1304 0.189913 0.142929 0.159679
threshold=0.0015349716995842757 0.0023699469165876512 0.0079489401541650313 0.00017767510871635753 0.0053125319536775359 0.0066005610860884198 0.00070876078098081063 0.010180860292166473 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 -1 -9
right_child=-2 -3 3 4 -6 -7 -8 8 -10
leaf_value=-0.00016472341510184886 -8.0850313068196313e-05 0.00046980507006003932 -0.00026487834869548814 -0.0039052593073148124 -8.2732692003813091e-05 0.0007211293113432571 -0.0011661405738624356 -7.6330448392159756e-05 0.003545040273699221
leaf_weight=453.39894938468933 5768.3667960166931 1572.2780272960663 168.34640300273895 111.83732509613037 48.904722452163696 759.01117050647736 501.809685587883 82.419716477394104 93.627471089363098
leaf_count=260 2579 927 85 76 32 428 326 41 26
internal_value=0 0.000123001 -0.000122689 -0.00147496 -0.00274228 0.000112736 -0.000295463 0.000398663 0.00184963
internal_weight=0 3791.63 2219.36 329.088 160.742 1890.27 1131.26 629.446 176.047
internal_count=4780 2201 1274 193 108 1081 653 327 67
is_linear=0
shrinkage=0.06


Tree=798
num_leaves=10
num_cat=0
split_feature=25 63 144 80 99 71 121 138 144
split_gain=0.0288662 0.0832611 0.131003 0.204169 0.0891201 0.0765813 0.0574051 0.0565094 0.12327
threshold=0.030689206905663017 0.00052132029668428015 0.00060774214216507982 0.00017767510871635753 0.0013146653072908523 0.0079489401541650313 0.00039601318712811922 0.0045489775948226461 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 -5 6 -3 8 -1
right_child=1 5 3 4 -6 -7 -8 -9 -10
leaf_value=-7.0189806385282985e-05 0.00084445876631492924 0.00066215285588134306 0.0001424168870297777 -0.0023884862795079927 -0.0075645649902533231 -0.0011205146451119328 0.0022381685924648415 -0.00038080349671418615 0.00060568988004815378
leaf_weight=6231.2157981395721 108.82434129714966 382.98210179805756 63.812305331230164 23.379800319671631 24.548790335655212 69.753684520721436 106.29350304603577 1398.3150545358658 1150.87488758564
leaf_count=3329 39 126 30 20 21 40 27 670 478
internal_value=0 0.000349897 -0.000637261 -0.00208031 -0.00503965 0.000739381 0.00100454 -3.10667e-05 3.51805e-05
internal_weight=0 779.595 220.565 111.741 47.9286 559.029 489.276 8780.41 7382.09
internal_count=4780 303 110 71 41 193 153 4477 3807
is_linear=0
shrinkage=0.06


Tree=799
num_leaves=10
num_cat=0
split_feature=39 140 140 3 145 39 124 51 18
split_gain=0.0263416 0.113859 0.13091 0.253548 0.112098 0.109442 0.183737 0.186638 0.0827709
threshold=0.028884131461381916 0.0068083447404205808 0.013860232196748258 0.00064626874518580746 0.0030382014811038975 0.02129978779703379 0.0033348383149132137 0.020658296532928947 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 8 -1 7 -7 -2
right_child=1 2 -4 -5 -6 6 -8 -9 -10
leaf_value=7.4518396031716353e-06 -0.0014095540541424656 -0.005425540732288894 0.00078895323799600041 0.00050578430119929587 0.0031384766038857477 -0.0053245102811069331 0.00019689922671606292 0.00037968727097704796 0.001073223140806193
leaf_weight=8792.8789139986038 62.643315315246582 47.832161545753479 105.31737124919891 56.70193612575531 73.94749903678894 60.78748083114624 116.91084229946136 31.273443102836609 211.70730340480804
leaf_count=4468 29 36 36 19 19 52 41 12 68
internal_value=0 0.000399976 -0.00070405 -0.00220824 0.00106516 -2.48001e-05 -0.00138186 -0.00338677 0.000506323
internal_weight=0 558.15 209.851 104.534 348.298 9001.85 208.972 92.0609 274.351
internal_count=4780 207 91 55 116 4573 105 64 97
is_linear=0
shrinkage=0.06


Tree=800
num_leaves=10
num_cat=0
split_feature=109 17 142 54 143 60 105 146 19
split_gain=0.025743 0.117492 0.103817 0.0887341 0.0886386 0.103866 0.0768081 0.0966489 0.119079
threshold=0.00066645268816500913 0.0058306583669036635 0.0079489401541650313 0.01884530205279589 0.001792412775103003 0.0013146653072908523 0.0019672545604407792 0.0018488886416889729 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 8 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00045379924558948132 -2.9151568289853546e-05 -0.0025135061636653109 0.002774371523062509 0.0021674908257288102 -0.0037016737992158393 0.00012840257493788062 0.0014428454135728839 -0.0018913508611538854 0.0025240784030876695
leaf_weight=153.63167834281921 8789.4802137613297 48.904722452163696 67.029988050460815 79.985307335853577 45.494181513786316 57.967355251312256 161.8264491558075 85.143412947654724 70.53695809841156
leaf_count=97 4411 32 18 34 34 25 45 63 21
internal_value=0 0.000332538 0.000525418 0.000295123 3.44864e-05 -0.00155576 0.000383703 -0.000170421 0.00048322
internal_weight=0 770.52 721.615 654.585 574.6 103.462 471.138 309.312 224.169
internal_count=4780 369 337 319 285 59 226 181 118
is_linear=0
shrinkage=0.06


Tree=801
num_leaves=10
num_cat=0
split_feature=122 8 136 7 43 57 95 0 7
split_gain=0.0269614 0.0665949 0.105079 0.103404 0.0581128 0.0729679 0.0604358 0.074625 0.0474547
threshold=0.0048403022810816774 0.0060143163427710542 0.00017767510871635753 0.0015833032084628942 0.0038949446752667431 0.0011980500421486797 0.0042751494329422721 0.0051502294372767219 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 8 7 -2 -6
right_child=1 2 -4 -5 5 -7 -8 -9 -10
leaf_value=-2.5136426715846795e-05 0.0024416304778335928 -0.00017476301407913378 0.00076564117162953498 -0.0049569530381638948 -0.00033638186643881991 0.0021305383405607224 -0.00050527649106975174 0.00032279876266816008 -0.0035062235029475418
leaf_weight=8999.9102573394775 152.47452902793884 33.611423134803772 78.816317319869995 31.562730431556702 50.170141577720642 28.935463070869446 60.305335283279419 98.496289372444153 25.717780351638794
leaf_count=4532 37 14 33 27 38 10 27 40 22
internal_value=0 0.000403909 -0.000708269 -0.0024907 0.000788777 -0.000433114 0.00120025 0.00161007 -0.00141061
internal_weight=0 560.09 143.99 65.1742 416.1 104.823 311.276 250.971 75.8879
internal_count=4780 248 74 41 174 70 104 77 60
is_linear=0
shrinkage=0.06


Tree=802
num_leaves=10
num_cat=0
split_feature=91 31 97 87 75 73 119 128 35
split_gain=0.026686 0.11591 0.151584 0.112555 0.103909 0.0866056 0.073394 0.0801115 0.0726863
threshold=0.0095705352723598498 0.010500331409275534 0.0016846025246195497 0.0011615398107096555 0.0048403022810816774 0.0063990866765379914 0.00040826165059115743 0.00060774214216507982 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 8 6 7 -2 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-2.6556323893176891e-05 0.00011694916348358158 -0.0027130616442719298 -0.0028288240149264548 0.0021678674621668768 0.0039127855242123638 -0.0026928954731672374 -0.0013140212129580768 0.0023599739243241502 -0.00063746123613477067
leaf_weight=8933.0849682092667 147.59387004375458 40.81822144985199 43.156201481819153 82.226858258247375 67.029988050460815 33.707852244377136 62.836173534393311 93.723900198936462 55.822233438491821
leaf_count=4465 82 30 32 31 18 19 39 31 33
internal_value=0 0.000378408 0.000593711 0.000865755 0.00197459 0.000192704 0.0005125 0.000988104 0.00103349
internal_weight=0 626.915 586.097 542.941 205.079 337.862 304.154 241.318 138.049
internal_count=4780 315 285 253 82 171 152 113 64
is_linear=0
shrinkage=0.06


Tree=803
num_leaves=10
num_cat=0
split_feature=90 5 142 84 17 101 89 29 92
split_gain=0.0250205 0.0951335 0.106488 0.0824312 0.0757182 0.0976245 0.0910879 0.0749203 0.0744556
threshold=0.00068727668258361529 0.0012745757703669371 0.0020932231564074759 0.0038949446752667431 0.00093549740267917525 0.0011261500185355546 0.00038414125447161501 0.0068083447404205808 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 -4 -3
right_child=1 8 4 -5 5 -7 -8 -9 -10
leaf_value=-3.2820906083177117e-05 -0.0019672065895136562 -0.0016380078167322649 0.0030084282429621366 0.0006911567173628943 0.00044820571087626358 0.0028869398950139252 -0.001619195458024639 -0.00013155294313264712 0.00013155434024627848
leaf_weight=8579.1465992927551 75.887921929359436 125.96163439750671 50.760556936264038 94.013187527656555 96.061880230903625 153.54708993434906 58.160213470458984 59.329203486442566 267.1319797039032
leaf_count=4295 60 93 9 46 33 33 35 36 140
internal_value=0 0.000287072 0.000770313 -0.000496226 0.00128529 0.00194839 0.000301526 0.00131624 -0.000435478
internal_weight=0 980.854 587.76 169.901 417.859 249.609 168.25 110.09 393.094
internal_count=4780 485 252 106 146 66 80 45 233
is_linear=0
shrinkage=0.06


Tree=804
num_leaves=10
num_cat=0
split_feature=67 53 44 32 39 28 35 106 29
split_gain=0.0251847 0.0768391 0.120341 0.072328 0.0677031 0.0648555 0.0642511 0.098801 0.110753
threshold=0.0068083447404205808 0.00017767510871635753 0.00057154725072905432 0.00062670491752214741 0.0012745757703669371 0.0010918468469753864 0.016164712607860569 0.0013986918493174019 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -3 -5 -6 -1 8 -8
right_child=1 3 -4 4 5 -7 7 -9 -10
leaf_value=1.9830134526780274e-05 -0.0029032204488367492 0.0027170724424634678 0.00078064064547789149 -0.0015023685294378876 0.0021987094404536498 -7.70606851050624e-05 0.00066686555608870448 -5.3784893287603093e-05 -0.0025490554010293011
leaf_weight=8566.094850897789 54.846101641654968 67.12641716003418 76.381908178329468 48.904722452163696 86.613530993461609 94.013187527656555 52.122405171394348 365.82112729549408 148.0760155916214
leaf_count=4274 42 23 26 32 20 46 20 190 107
internal_value=0 0.000449896 -0.000759011 0.000984662 0.000478019 0.00101421 -2.10799e-05 -0.000640209 -0.00171178
internal_weight=0 427.886 131.228 296.658 229.531 180.627 9132.11 566.02 200.198
internal_count=4780 189 68 121 98 66 4591 317 127
is_linear=0
shrinkage=0.06


Tree=805
num_leaves=10
num_cat=0
split_feature=149 10 19 76 21 71 102 0 56
split_gain=0.0253153 0.142781 0.241799 0.173544 0.185331 0.214397 0.229196 0.195104 0.174562
threshold=0.0013986918493174019 0.0026833302108570938 0.0016846025246195497 0.0005375427135732026 0.001792412775103003 0.010829726699739696 0.0016846025246195497 0.0038949446752667431 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -6 -3
right_child=-2 2 -4 -5 7 -7 -8 -9 -10
leaf_value=0.00020415578981623824 0.00010099981745281829 -0.0035329386570510544 -0.0010141586106119892 -0.0010811718585279411 0.0032625276402886223 0.0021626808829450367 0.00045742917650215618 -0.00045440908632295819 0.0015853894792380331
leaf_weight=2661.3402359485626 4618.1922971010208 118.06799161434174 1229.1853779554367 271.50681173801422 160.85031735897064 133.37313163280487 263.04643499851227 74.333215475082397 30.104453086853027
leaf_count=1121 2495 101 604 188 54 60 107 39 11
internal_value=0 -9.43858e-05 -0.000442788 0.000225272 0.000680157 7.22907e-05 -0.000605698 0.00208774 -0.00249304
internal_weight=0 4941.81 2280.47 1051.28 779.776 544.592 411.219 235.184 148.172
internal_count=4780 2285 1164 560 372 279 219 93 112
is_linear=0
shrinkage=0.06


Tree=806
num_leaves=10
num_cat=0
split_feature=70 12 58 53 150 70 105 148 49
split_gain=0.0255276 0.0716966 0.100763 0.080978 0.0807867 0.0535865 0.180562 0.10959 0.0750482
threshold=0.017188700847327713 0.0053125319536775359 0.0013560238294303419 0.0014881226234138014 0.0017376682371832433 0.013032016810029747 0.00062670491752214741 0.032603342086076743 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 2 4 -3 -2 -1 -7 8 -8
right_child=1 3 -4 -5 -6 6 7 -9 -10
leaf_value=-8.0846402128409922e-06 0.0028273901638297626 0.00052637806692293853 6.9399368712561043e-05 -0.0031073387415494346 0.00030393787688579239 0.002813501990155383 -0.0043326068982666192 0.00089731115741291151 -0.00036639815948262398
leaf_weight=8709.6031762361526 106.29350304603577 45.204894185066223 424.27062809467316 43.156201481819153 80.081736445426941 32.538862228393555 65.463440895080566 30.104453086853027 23.283371210098267
leaf_count=4323 27 19 240 32 39 18 56 11 15
internal_value=0 0.000349083 0.000580234 -0.00124836 0.00174311 -2.75377e-05 -0.00114669 -0.0022309 -0.00329204
internal_weight=0 699.007 610.646 88.3611 186.375 8860.99 151.39 118.851 88.7468
internal_count=4780 357 306 51 66 4423 100 82 71
is_linear=0
shrinkage=0.06


Tree=807
num_leaves=10
num_cat=0
split_feature=116 24 9 106 107 51 88 56 44
split_gain=0.026118 0.140836 0.226645 0.112985 0.20585 0.195925 0.177665 0.163376 0.230118
threshold=0.0081988852471113222 0.0013986918493174019 0.00073092587990686308 0.0022272822679951791 0.00244467705488205 0.0092791137285530585 0.0012745757703669371 0.0011615398107096555 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 -5 -7 8 -3
right_child=1 3 -4 4 -6 6 -8 -9 -10
leaf_value=-5.425842259961222e-05 -0.00037088539485214441 -0.00069307367665621944 -0.005165333736155321 0.0023261508101196709 0.00012785155386595465 0.0011053968216276013 -0.0038274035405392683 0.0006779601509155521 -0.0058598408521936228
leaf_weight=7357.6383244991302 331.92041683197021 141.55606174468994 39.745660543441772 368.95422160625458 964.19852006435394 83.395848274230957 38.383812308311462 194.46174049377441 39.745660543441772
leaf_count=3791 161 67 34 114 456 32 23 68 34
internal_value=0 0.000181266 -0.0008836 0.000397454 0.000637 0.00163738 -0.000449376 -0.000530053 -0.00182575
internal_weight=0 2202.36 371.666 1830.7 1454.93 490.734 121.78 375.763 181.302
internal_count=4780 989 195 794 625 169 55 169 101
is_linear=0
shrinkage=0.06


Tree=808
num_leaves=10
num_cat=0
split_feature=52 95 38 37 102 92 134 0 39
split_gain=0.0254962 0.135543 0.102039 0.156069 0.0798658 0.0960772 0.13077 0.0984203 0.0447846
threshold=0.028884131461381916 0.0072436286136507997 0.00064626874518580746 0.0023699469165876512 0.0032328735105693345 0.0092791137285530585 0.00038414125447161501 0.00087947337306104611 0.028884131461381916
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 5 7 -7 -2 -1
right_child=1 -3 3 -5 -6 6 -8 -9 -10
leaf_value=-5.5428518528019593e-05 2.7184904298038946e-05 -0.0024646524474112755 -0.0038388787996269224 0.0017540192714752454 -0.00081596386393979238 -0.0029194667765569549 0.0024094802521955894 0.0030530782813766632 0.00050589232619185616
leaf_weight=8561.6963374614716 51.339131593704224 51.339131593704224 38.576670527458191 33.611423134803772 55.725804328918457 33.900710463523865 32.44243311882019 157.15048909187317 544.21813559532166
leaf_count=4344 39 39 33 14 28 29 13 41 200
internal_value=0 0.000438786 0.000808894 -0.00123478 0.0012552 0.00167515 -0.000313561 0.00230797 -2.1881e-05
internal_weight=0 454.086 402.747 72.1881 330.559 274.833 66.3431 208.49 9105.91
internal_count=4780 236 197 47 150 122 42 80 4544
is_linear=0
shrinkage=0.06


Tree=809
num_leaves=10
num_cat=0
split_feature=54 37 31 100 6 87 75 36 15
split_gain=0.026483 0.111031 0.150752 0.117497 0.0819743 0.0816543 0.109846 0.0968389 0.144879
threshold=0.011880517937242987 0.02129978779703379 0.039062514901161201 0.020035739988088611 0.0038949446752667431 0.0020292587578296666 0.0042751494329422721 0.0041444667149335155 0.0087224207818508166
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 7 -7 8 -2
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=5.8957337827572338e-05 0.0016950759540340355 -0.0033567929612086972 -0.0037954275627773097 -0.0020024854027737597 -0.0024348784130461937 -0.00033938621955766448 -0.0038098450366679695 -0.0016237600271128468 6.5460872907313191e-05
leaf_weight=7953.4239720106125 271.22936511039734 39.745660543441772 39.649231433868408 102.87112140655518 47.735732436180115 273.55550444126129 37.311251401901245 82.612574696540833 711.86585342884064
leaf_count=3863 114 34 29 88 31 175 27 51 368
internal_value=0 -0.000226246 -0.000144339 -4.64892e-05 4.40789e-05 9.9682e-05 -0.000755922 0.000349262 0.000515061
internal_weight=0 1558.84 1519.09 1479.45 8001.16 1376.57 310.867 1065.71 983.095
internal_count=4780 886 852 823 3894 735 202 533 482
is_linear=0
shrinkage=0.06


Tree=810
num_leaves=10
num_cat=0
split_feature=58 145 19 112 63 84 81 94 8
split_gain=0.0277251 0.0770588 0.180848 0.133688 0.167307 0.218306 0.157725 0.145139 0.189879
threshold=0.0062037324532866487 0.0023699469165876512 0.00077738583786413084 0.00040826165059115743 0.0079489401541650313 0.0013986918493174019 0.0035485138650983576 0.0033348383149132137 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.00014894913379641749 0.00017275133448497676 -0.00033137208805374672 0.00025222319199579414 0.00048394354386338057 0.0014183014479269523 -0.0049202421660256576 -0.0034415664576667214 0.0019861741600590102 -0.0031558484884822626
leaf_weight=154.70423924922943 2477.7022371292114 2464.2157059907913 3847.0919657945633 222.99964642524719 72.874938130378723 64.294450879096985 86.215973854064941 64.788437128067017 105.11267232894897
leaf_count=93 1495 1213 1619 117 23 55 59 21 85
internal_value=0 -6.04361e-05 8.41358e-05 -0.000754588 -0.0012586 -0.00166919 -0.00116039 -0.000554506 -0.00118805
internal_weight=0 7082.3 4618.08 770.99 547.991 475.116 410.821 324.605 259.817
internal_count=4780 3285 2072 453 336 313 258 199 178
is_linear=0
shrinkage=0.06


Tree=811
num_leaves=10
num_cat=0
split_feature=124 145 35 4 7 85 64 15 75
split_gain=0.0267944 0.0937538 0.12713 0.129494 0.11408 0.136959 0.119208 0.211439 0.118333
threshold=0.013860232196748258 0.021960759535431865 0.00087947337306104611 0.0032328735105693345 0.0072436286136507997 0.0063990866765379914 0.00082683752407319855 0.0068083447404205808 0.023343417793512348
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 8 7 -7 -6
right_child=1 -3 4 -5 5 6 -8 -9 -10
leaf_value=-4.554909319073856e-05 -0.0024118162269743232 -0.0019843030326251081 0.0008780910683848103 0.0017961310819941453 -0.00042866782953651823 -0.0038764173537693125 0.00048366100690062799 0.00079424208346853212 0.0022113946315157774
leaf_weight=7929.5146633386612 108.33035504817963 66.536001801490784 929.23708939552307 34.780413150787354 137.85623347759247 101.4128440618515 89.337227463722229 53.194966077804565 109.80047309398651
leaf_count=4054 73 52 372 15 54 72 42 16 30
internal_value=0 0.000221518 0.000315362 -0.00138915 0.000487045 -0.000252119 -0.00126119 -0.00226941 0.000741824
internal_weight=0 1630.49 1563.95 143.111 1420.84 491.602 243.945 154.608 247.657
internal_count=4780 726 674 88 586 214 130 88 84
is_linear=0
shrinkage=0.06


Tree=812
num_leaves=10
num_cat=0
split_feature=25 78 24 1 50 114 150 95 0
split_gain=0.0266255 0.0538159 0.0835279 0.148735 0.0955913 0.0905061 0.11826 0.0793687 0.0741228
threshold=0.030689206905663017 0.010500331409275534 0.001792412775103003 0.012252715881913902 0.0016846025246195497 0.029773407615721229 0.0025217677466571335 0.00047558375808876013 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 7 6 8 -3 -4
right_child=1 2 3 -5 -6 -7 -8 -9 -10
leaf_value=-2.9836535383918121e-05 0.0012042528520533862 0.00090932829676139198 -0.0060982145284770887 0.002141991928312402 0.0017486445293245516 0.00085804691893435873 -0.00044099031859210804 -0.0013400624231926703 -0.0022262636386612745
leaf_weight=8780.4057402610779 193.29275047779083 114.5728622674942 35.069700479507446 45.012035965919495 151.49839723110199 37.021964073181152 55.629375219345093 111.35517954826355 36.142261385917664
leaf_count=4477 67 39 30 9 46 12 23 51 26
internal_value=0 0.000336042 4.98097e-05 -0.000912864 0.000582573 -0.00175201 -0.00251382 -0.000199349 -0.00413308
internal_weight=0 779.595 586.302 208.875 377.426 163.863 126.841 225.928 71.212
internal_count=4780 303 236 100 136 91 79 90 56
is_linear=0
shrinkage=0.06


Tree=813
num_leaves=10
num_cat=0
split_feature=24 140 78 80 142 19 94 19 117
split_gain=0.0262813 0.122033 0.12886 0.097651 0.0942747 0.0686532 0.11013 0.12696 0.14121
threshold=0.00047558375808876013 0.076978169381618514 0.0019071503775194289 0.015200819820165636 0.021960759535431865 0.00077738583786413084 0.0098710241727530974 0.011880517937242987 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -7 -9
right_child=-2 2 -4 -5 -6 6 -8 8 -10
leaf_value=-0.0004674549699891166 -4.0155376492775579e-05 0.00032069515777891457 0.0040632156728950012 -0.0025103704367611186 0.0025042525449975803 0.00060437115064654453 0.0031231960126139632 -0.004676162710476695 0.00051055998659873332
leaf_weight=508.34148013591766 8220.6286994218826 75.598634600639343 58.943487048149109 51.146273374557495 59.039916157722473 458.77359461784363 51.92954695224762 37.311251401901245 38.287383198738098
leaf_count=307 4126 45 16 29 21 181 10 27 18
internal_value=0 0.000246461 0.00196031 5.50769e-05 0.000168811 4.28482e-05 0.000485297 0.000228949 -0.00204932
internal_weight=0 1339.37 134.542 1204.83 1153.68 1094.64 586.302 534.372 75.5986
internal_count=4780 654 61 593 564 543 236 226 45
is_linear=0
shrinkage=0.06


Tree=814
num_leaves=10
num_cat=0
split_feature=72 32 95 106 36 69 82 32 142
split_gain=0.0252247 0.141792 0.228474 0.168906 0.128433 0.123515 0.106703 0.115643 0.102736
threshold=0.00082683752407319855 0.0019071503775194289 0.00066645268816500913 0.00099512818269431613 0.00068727668258361529 0.00099512818269431613 0.00040826165059115743 0.00062670491752214741 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 -4 7 -5 -1
right_child=-2 2 4 6 -6 -7 -8 -9 -10
leaf_value=0.00025446772514643907 -4.5748565171483564e-05 -0.0011285662644708848 -0.00063966933378148383 -0.00094984333931060448 0.0045840875383644135 0.0036537521151966063 -5.9561575055588998e-05 -0.0044786862974032131 0.002131783219959047
leaf_weight=283.00385367870331 7833.9095437526703 80.371023774147034 53.484253406524658 250.65784966945648 76.285479068756104 43.939475059509277 732.98042142391205 38.576670527458191 166.79169654846191
leaf_count=188 3687 54 31 180 21 13 509 33 64
internal_value=0 0.000207631 0.00151656 -1.82994e-05 0.00274039 0.00129672 -0.000444638 -0.0014205 0.000950608
internal_weight=0 1726.09 254.08 1472.01 173.709 97.4237 1022.21 289.235 449.796
internal_count=4780 1093 119 974 65 44 722 213 252
is_linear=0
shrinkage=0.06


Tree=815
num_leaves=10
num_cat=0
split_feature=76 69 20 118 25 78 105 83 121
split_gain=0.0291388 0.092056 0.0561519 0.0305849 0.135274 0.195558 0.127119 0.119384 0.162045
threshold=0.004017772153019906 0.0014881226234138014 0.0030382014811038975 0.00057154725072905432 0.0012745757703669371 0.016668972559273246 0.00073092587990686308 0.011519505176693203 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -7 -6 -9
right_child=1 2 -4 -5 7 6 -8 8 -10
leaf_value=-2.7498769576805002e-05 -0.00022495575296247486 0.00071937552807863048 0.0033733889628627558 -0.00012129863962241734 0.0001110943486200912 -0.0049076183450202345 -0.0011439923492048891 0.001568809759551693 -0.0012344372772835181
leaf_weight=2608.4599421024323 195.02847445011139 64.005163550376892 52.025976061820984 4931.5645062923431 918.22219300270081 44.421620607376099 118.4655487537384 541.78372645378113 86.023115634918213
leaf_count=1479 157 40 15 2350 397 38 62 193 49
internal_value=0 0.000571192 0.00190938 -1.92103e-05 9.74011e-05 -0.000153448 -0.00217039 0.000547063 0.0011847
internal_weight=0 311.06 116.031 9248.94 4317.38 2771.35 162.887 1546.03 627.807
internal_count=4780 212 55 4568 2218 1579 100 639 242
is_linear=0
shrinkage=0.06


Tree=816
num_leaves=10
num_cat=0
split_feature=61 107 39 147 149 103 94 131 121
split_gain=0.0272955 0.0982606 0.15525 0.173542 0.1892 0.163462 0.159827 0.130687 0.169032
threshold=0.0037758676335215573 0.0051502294372767219 0.0087224207818508166 0.00085274505545385193 0.000490355829242617 0.00080172589514404546 0.0062037324532866487 0.011880517937242987 0.02129978779703379
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 7 8 -6
right_child=-2 2 5 4 6 -7 -8 -9 -10
leaf_value=4.3084864592318722e-05 0.00015724975287955201 0.0003491940379860937 -0.0040324921387392366 -0.0047526753349447625 -0.003116600778230132 -1.7448761439868084e-05 0.0013048811041858923 0.00047767310519225591 0.00088805719058907971
leaf_weight=5514.7450288534164 2807.0427494049072 628.45816445350647 87.481392979621887 47.928590655326843 171.64867413043976 62.643315315246582 100.93069851398468 90.409788370132446 48.711864233016968
leaf_count=2603 1403 395 65 41 137 29 47 38 22
internal_value=0 -6.5365e-05 -0.000548378 -0.000298825 -0.00118487 -0.00235711 -0.000769521 -0.00144324 -0.00223135
internal_weight=0 6752.96 1238.21 1088.09 459.63 150.125 411.701 310.77 220.361
internal_count=4780 3377 774 680 285 94 244 197 159
is_linear=0
shrinkage=0.06


Tree=817
num_leaves=10
num_cat=0
split_feature=76 69 128 37 20 24 59 122 54
split_gain=0.0256973 0.0808918 0.043097 0.0358309 0.0355109 0.130958 0.182976 0.192217 0.155394
threshold=0.004017772153019906 0.0014881226234138014 0.00080172589514404546 0.0045489775948226461 0.0014881226234138014 0.002945306478068233 0.0084566329605877417 0.0026833302108570938 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 6 -6 8 -8
right_child=1 2 -4 -5 5 -7 7 -9 -10
leaf_value=6.0469738632132461e-05 -0.00052549976316897335 0.00040769764836603978 0.0027575723767982916 0.0018858335851583742 -0.00028451454603286951 0.00019008262541352609 -0.00052696395863353104 0.0011026885754648499 -0.0040725006303898425
leaf_weight=6396.4883103370667 169.50355231761932 47.735732436180115 68.295407176017761 25.524922132492065 1088.7983062267303 1506.8501085042953 66.053856253623962 54.363956093788147 136.38611543178558
leaf_count=3195 145 31 24 12 538 694 27 17 97
internal_value=0 0.000536402 0.00179082 -0.000209909 -1.80402e-05 -0.000194095 -0.00062431 -0.00206498 -0.00291563
internal_weight=0 311.06 116.031 195.028 9248.94 2852.45 1345.6 256.804 202.44
internal_count=4780 212 55 157 4568 1373 679 141 124
is_linear=0
shrinkage=0.06


Tree=818
num_leaves=10
num_cat=0
split_feature=102 63 29 145 116 15 143 107 27
split_gain=0.0254255 0.208389 0.162268 0.132059 0.169542 0.211945 0.163929 0.125678 0.124995
threshold=0.00899649551138282 0.0068083447404205808 0.021960759535431865 0.0035485138650983576 0.012636432424187662 0.0037758676335215573 0.014740333426743748 0.00244467705488205 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 7 4 5 -2 8 -3 -5
right_child=1 2 -4 6 -6 -7 -8 -9 -10
leaf_value=-4.0208378471787878e-05 0.00034925044323887015 -0.00079857629927434289 0.0011976347184836605 -0.0016766366894129564 -0.0012455342637692273 0.002834753219240654 -0.0037535860731777748 -0.0044465215427813799 0.00060544731917509429
leaf_weight=8178.9307752847672 243.36646294593811 64.981295347213745 53.29139518737793 106.28166234493256 88.168237447738647 250.77796018123627 40.914650559425354 71.308390974998474 461.97943663597107
leaf_count=4110 100 31 21 86 41 67 35 61 228
internal_value=0 0.000238121 -0.00160957 0.000532112 0.00117819 0.00161064 -8.54732e-05 -0.00270722 0.00017863
internal_weight=0 1381.07 189.581 1191.49 582.313 494.144 609.176 136.29 568.261
internal_count=4780 670 113 557 208 167 349 92 314
is_linear=0
shrinkage=0.06


Tree=819
num_leaves=10
num_cat=0
split_feature=82 57 69 11 97 86 77 97 48
split_gain=0.0254372 0.070645 0.121808 0.0815353 0.103579 0.0937787 0.0902266 0.0770855 0.0880987
threshold=0.0070226341485977182 0.00047558375808876013 0.00747153488919139 0.0054799309000372895 0.0026012937305495147 0.0005375427135732026 0.0063990866765379914 0.0012745757703669371 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 5 -5 7 8 -2
right_child=1 2 -4 4 -6 -7 -8 -9 -10
leaf_value=-3.491019857547881e-05 -0.00028853064035080781 -0.0035384288984121456 0.00055444941909477358 -0.00025863028570732085 0.0033553394200198346 0.0019134558467838474 0.0016489580119898345 -0.0022699742132070754 0.002685718812568268
leaf_weight=8480.9632786512375 412.6653163433075 45.59061062335968 61.474325299263 165.32157850265503 63.523018002510071 126.16633331775665 102.0032594203949 63.029031753540039 39.263514995574951
leaf_count=4152 294 39 28 107 15 44 43 49 9
internal_value=0 0.000274385 -0.00118839 0.000435513 0.00115996 0.000681526 1.86543e-05 -0.000304278 -3.01283e-05
internal_weight=0 1079.04 107.065 971.972 355.011 291.488 616.961 514.958 451.929
internal_count=4780 628 67 561 166 151 395 352 303
is_linear=0
shrinkage=0.06


Tree=820
num_leaves=10
num_cat=0
split_feature=127 70 7 118 5 25 65 141 45
split_gain=0.0254318 0.129472 0.0809315 0.0568472 0.0286574 0.0651411 0.05064 0.0425953 0.03155
threshold=0.062805486842989935 0.00062670491752214741 0.00040826165059115743 0.00042089859198313212 0.064669914543628707 0.0068083447404205808 0.0014881226234138014 0.0020932231564074759 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 8 6 7 -6 -1
right_child=1 2 -4 -5 5 -7 -8 -9 -10
leaf_value=-8.902502877619182e-05 0.0014250529250882603 -0.00041390052757807533 -0.0044611489392313037 -0.0011408193569018735 -0.00097731250949164997 0.0025460803692427983 -0.0019553063079093798 0.0013419449749130757 0.00014078807053686802
leaf_weight=5669.8231438398361 82.226858258247375 31.466301321983337 40.914650559425354 49.977283358573914 40.914650559425354 52.025976061820984 33.900710463523865 94.013187527656555 3464.7375049591064
leaf_count=2775 31 22 35 28 35 15 29 46 1764
internal_value=0 -0.000661767 -0.00270168 0.000455073 1.44716e-05 0.000689821 0.000117799 0.000638668 -1.85695e-06
internal_weight=0 204.585 72.381 132.204 9355.42 220.855 168.829 134.928 9134.56
internal_count=4780 116 57 59 4664 125 110 81 4539
is_linear=0
shrinkage=0.06


Tree=821
num_leaves=10
num_cat=0
split_feature=109 17 105 54 144 95 29 10 18
split_gain=0.0255959 0.100252 0.0907375 0.0844087 0.0754275 0.0547515 0.050724 0.0503003 0.121401
threshold=0.00066645268816500913 0.0058306583669036635 0.0019672545604407792 0.01884530205279589 0.0072436286136507997 0.00057154725072905432 0.0013986918493174019 0.0013986918493174019 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -4 8 -2
right_child=7 -3 6 -5 5 -7 -8 -9 -10
leaf_value=-0.00093243511056727963 -0.0001176309192699959 -0.0022973689647565834 0.00088674136154873759 0.0020641944217543937 -0.0003581452949136247 0.0018316759574206138 0.0027807544983061805 4.6723744630839383e-05 -0.0015453153341144631
leaf_weight=251.63398146629333 1670.4122816324234 48.904722452163696 168.84038925170898 63.812305331230164 83.492277383804321 80.96143913269043 72.874938130378723 6873.0742018222809 245.99373030662537
leaf_count=171 829 32 51 30 37 25 23 3465 117
internal_value=0 0.000331587 0.000509754 3.22596e-05 -0.000279363 0.000719915 0.00145777 -2.90682e-05 -0.000300891
internal_weight=0 770.52 721.615 479.9 416.088 164.454 241.715 8789.48 1916.41
internal_count=4780 369 337 263 233 62 74 4411 946
is_linear=0
shrinkage=0.06


Tree=822
num_leaves=10
num_cat=0
split_feature=67 59 42 11 5 45 126 14 143
split_gain=0.024951 0.0753511 0.120702 0.0664602 0.0658918 0.0883684 0.0490546 0.0390294 0.120478
threshold=0.0068083447404205808 0.000490355829242617 0.00017767510871635753 0.00044738779251929378 0.00017767510871635753 0.004017772153019906 0.00099512818269431613 0.0095705352723598498 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -3 -5 -6 -4 -1 -9
right_child=1 3 6 4 5 -7 -8 8 -10
leaf_value=1.3700495316261945e-05 -0.0032770445396449947 0.0026255842385023015 -0.00068118213047555388 0.0011822551504918422 -0.003465347088770122 0.00096337102485228134 0.0020185718720050661 0.00066815337461181531 -0.0010428324645056328
leaf_weight=8469.936541557312 44.325191497802734 69.464397192001343 55.725804328918457 150.32940721511841 30.39374041557312 34.780413150787354 42.86691415309906 223.78292000293732 438.3949373960495
leaf_count=4236 33 25 28 45 26 15 17 98 257
internal_value=0 0.000447804 -0.000676508 0.00101167 0.00049145 -0.00110195 0.000492638 -2.09819e-05 -0.000464605
internal_weight=0 427.886 142.918 284.968 215.504 65.1742 98.5927 9132.11 662.178
internal_count=4780 189 78 111 86 41 45 4591 355
is_linear=0
shrinkage=0.06


Tree=823
num_leaves=10
num_cat=0
split_feature=54 108 107 33 15 148 91 27 87
split_gain=0.0245836 0.110583 0.127426 0.157176 0.131586 0.144489 0.115913 0.185849 0.114595
threshold=0.011880517937242987 0.0068083447404205808 0.0068083447404205808 0.0032328735105693345 0.007706565549597145 0.013032016810029747 0.0058306583669036635 0.0022975050378590827 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -6 8 -8 -2
right_child=1 2 -4 -5 5 -7 7 -9 -10
leaf_value=4.246871633984828e-05 0.00012235894326371872 0.0038919005197939208 -0.00046035230961719465 -0.00092948560000532989 -0.00088991778146860418 0.0027695387876596573 -0.0051186538068444237 0.00038289638487256489 -0.0013617463305520734
leaf_weight=8001.1597044467926 507.28075993061066 85.540970087051392 333.36685347557068 90.602646589279175 76.767624616622925 78.623459100723267 50.266570687294006 39.45637321472168 296.93530476093292
leaf_count=3894 252 24 236 48 46 23 43 19 195
internal_value=0 -0.000217982 0.00036798 0.00120089 0.00200202 0.000961663 -0.000653814 -0.0026993 -0.000425607
internal_weight=0 1558.84 664.902 331.535 240.932 155.391 893.939 89.7229 804.216
internal_count=4780 886 377 141 93 69 509 62 447
is_linear=0
shrinkage=0.06


Tree=824
num_leaves=10
num_cat=0
split_feature=58 117 126 149 140 72 40 128 102
split_gain=0.0275039 0.0781117 0.09818 0.165158 0.188552 0.127095 0.109992 0.130354 0.100179
threshold=0.0062037324532866487 0.0036604277556762104 0.00068727668258361529 0.0013986918493174019 0.01884530205279589 0.0028552538715302949 0.0027679565828293566 0.0016846025246195497 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 -2 7 8 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-6.0194542200030892e-05 0.00055934962797920011 -7.9768258205905685e-05 -0.00049149823873240097 -0.000631957738332375 0.0037982239989719922 -0.0026973269575434286 0.0019455200918497906 -0.0029996334043773352 0.002701605894750117
leaf_weight=7082.2980297803879 137.16938900947571 1589.5117495059967 215.58814918994904 75.887921929359436 107.65535128116608 62.932602643966675 189.00250685214996 43.252630591392517 56.70193612575531
leaf_count=3285 78 986 150 60 38 44 83 37 19
internal_value=0 0.000172061 0.000622736 0.00097988 0.00159173 -0.000464884 0.000940658 -0.000139407 0.000793638
internal_weight=0 2477.7 888.19 672.602 472.5 200.102 364.845 175.842 132.59
internal_count=4780 1495 509 359 237 122 199 116 79
is_linear=0
shrinkage=0.06


Tree=825
num_leaves=10
num_cat=0
split_feature=52 141 95 0 126 145 104 122 12
split_gain=0.0246336 0.0852383 0.106361 0.177128 0.130585 0.130126 0.115866 0.111644 0.123706
threshold=0.00047558375808876013 0.0066005610860884198 0.0014881226234138014 0.00068727668258361529 0.00043393640953581786 0.00017767510871635753 0.0063990866765379914 0.00037263428384903824 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 8 -5
right_child=-2 -3 4 6 -6 -7 -8 -9 -10
leaf_value=-0.0010022556114480414 -3.6234706929991575e-05 -0.0013970134061759665 -0.00023660397143025777 0.0036752456793350909 0.0011478353907166852 -0.0036085622990666335 -0.00056363092975992397 -0.00026720352697564914 0.0013769358503364444
leaf_weight=165.41800761222839 8374.6579349040985 102.58183407783508 99.858137607574463 113.40387225151062 95.182177543640137 70.139400959014893 111.64446687698364 98.496289372444153 328.61814570426941
leaf_count=112 4184 73 51 38 47 60 66 40 109
internal_value=0 0.000256005 0.000412613 0.000751286 -0.000631556 -0.00162784 0.00119606 0.00155953 0.00196658
internal_weight=0 1185.34 1082.76 817.581 265.18 169.998 652.163 540.518 442.022
internal_count=4780 596 523 365 158 111 253 187 147
is_linear=0
shrinkage=0.06


Tree=826
num_leaves=10
num_cat=0
split_feature=126 70 22 6 76 149 108 95 108
split_gain=0.0269044 0.0755737 0.0698907 0.0447598 0.0429855 0.136159 0.12758 0.12617 0.122023
threshold=0.0045489775948226461 0.0056525857653468856 0.00073092587990686308 0.0038949446752667431 0.00070876078098081063 0.0011980500421486797 0.011169348377734424 0.00899649551138282 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 8 7 -7 -6
right_child=1 -3 -4 -5 5 6 -8 -9 -10
leaf_value=4.5303647863847581e-05 0.00044618072748519281 0.0021632909075337569 -0.002241219304920941 -0.0017697444976650534 0.001291503615276702 0.00014117359291694525 -0.0011489817060817637 0.0024462502768207144 -0.0016890809369606093
leaf_weight=7763.746461391449 234.58127677440643 77.936614632606506 40.914650559425354 52.315263390541077 57.870926141738892 655.56147444248199 239.06437861919403 98.303431153297424 339.70578980445862
leaf_count=3745 181 47 35 30 20 310 175 30 207
internal_value=0 0.000513723 4.70676e-05 -1.97214e-05 -9.72028e-06 -0.000316941 5.87576e-05 0.000441754 -0.00125523
internal_weight=0 353.433 275.496 9206.57 9154.25 1390.51 992.929 753.865 397.577
internal_count=4780 263 216 4517 4487 742 515 340 227
is_linear=0
shrinkage=0.06


Tree=827
num_leaves=10
num_cat=0
split_feature=21 123 41 100 41 140 32 51 53
split_gain=0.0258668 0.0862469 0.102042 0.207223 0.112953 0.104861 0.0786191 0.20311 0.0783256
threshold=0.0056525857653468856 0.0015349716995842757 0.00066645268816500913 0.013032016810029747 0.00055427959887310873 0.031632266007363803 0.0010918468469753864 0.0015833032084628942 0.01884530205279589
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 -8 -9
right_child=1 -3 3 -5 -6 -7 7 8 -10
leaf_value=-4.0563903375904983e-05 -0.00085710104659229185 0.0012865132938545821 -0.0058926655834909587 0.00094396425185853537 0.0033222476477901639 0.0011573098896634068 0.0018679341100496271 -0.0013726587860289881 0.0017306593618457255
leaf_weight=8178.4604704380035 414.71400904655457 235.2799619436264 30.39374041557312 33.611423134803772 39.263514995574951 235.76210749149323 172.63664662837982 185.09797966480255 34.780413150787354
leaf_count=4026 281 98 26 14 9 123 69 119 15
internal_value=0 0.000240131 2.53516e-05 -0.0023025 0.000163022 4.4093e-05 -0.000281037 0.000327607 -0.000881775
internal_weight=0 1381.54 1146.26 64.0052 1082.25 1042.99 807.229 392.515 219.878
internal_count=4780 754 656 40 616 607 484 203 134
is_linear=0
shrinkage=0.06


Tree=828
num_leaves=10
num_cat=0
split_feature=58 72 7 8 0 135 53 73 29
split_gain=0.0250493 0.074889 0.161123 0.122015 0.106222 0.0705462 0.0654504 0.064075 0.168102
threshold=0.0062037324532866487 0.011169348377734424 0.002945306478068233 0.00747153488919139 0.024810968898236755 0.0037758676335215573 0.00070876078098081063 0.00042089859198313212 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 7 4 -4 5 -3 -5 -2 -9
right_child=1 2 3 6 -6 -7 -8 8 -10
leaf_value=-5.7445744409459621e-05 -0.00013251339938318287 -0.0038093031580075007 0.0017170320465828182 0.00053261009757021036 4.3390124605153611e-05 -0.00058292056083100361 -0.0033114927456351141 -0.00029402670831029238 0.0010905813024880882
leaf_weight=7082.2980297803879 766.78470277786255 87.674251198768616 125.1902015209198 30.104453086853027 68.48826539516449 33.8042813539505 33.900710463523865 514.18643021583557 817.56894111633301
leaf_count=3285 533 75 53 11 34 24 29 312 424
internal_value=0 0.000164204 -0.000611832 0.00062754 -0.00184617 -0.00291149 -0.00150344 0.000304417 0.000555989
internal_weight=0 2477.7 379.162 189.195 189.967 121.479 64.0052 2098.54 1331.76
internal_count=4780 1495 226 93 133 99 40 1269 736
is_linear=0
shrinkage=0.06


Tree=829
num_leaves=10
num_cat=0
split_feature=27 60 87 0 101 18 46 53 51
split_gain=0.0240612 0.084617 0.197676 0.118147 0.107081 0.103951 0.124401 0.0923296 0.0874591
threshold=0.00017767510871635753 0.0017376682371832433 0.00070876078098081063 0.00068727668258361529 0.00096484774257987748 0.00066645268816500913 0.0081988852471113222 0.059226244688034065 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 8 -7 -4 -6
right_child=-2 4 7 -5 5 6 -8 -9 -10
leaf_value=-0.00044509123976467729 -3.7935912009857522e-05 0.0028036045247867647 -0.0021119670884610516 0.0011071580937034545 -0.0009675740544920552 -0.0037998220709212055 0.00081391516894247938 0.00055519318902175956 0.0022628535321200052
leaf_weight=300.82799124717712 8249.6842730045319 92.554910182952881 194.7391871213913 427.19902348518372 42.083640575408936 38.576670527458191 46.27745509147644 61.474325299263 106.58279037475586
leaf_count=218 4023 30 142 213 36 33 15 28 42
internal_value=0 0.000238843 -3.86813e-05 0.000465753 0.00107653 0.000392015 -0.0012836 -0.00147202 0.0013484
internal_weight=0 1310.32 984.241 728.027 326.075 233.521 84.8541 256.214 148.666
internal_count=4780 757 601 431 156 126 48 170 78
is_linear=0
shrinkage=0.06


Tree=830
num_leaves=10
num_cat=0
split_feature=99 93 31 70 72 20 107 90 150
split_gain=0.0244842 0.0691375 0.098101 0.0818062 0.116856 0.0867949 0.162182 0.122604 0.108141
threshold=0.00017767510871635753 0.00017767510871635753 0.0038949446752667431 0.00082683752407319855 0.00064626874518580746 0.00055427959887310873 0.00046126570669002836 0.00068727668258361529 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 8 -7 -8 -3
right_child=-2 3 -4 4 -6 6 7 -9 -10
leaf_value=4.661062861025327e-05 -4.9741571646885207e-05 0.0010662902923706857 -0.0017513663716135503 -0.0010126801122745121 0.0015055505015900148 0.0028015015832982097 -0.0028583408010220959 0.0016665319788043541 -0.0008378014928268504
leaf_weight=748.58668947219849 7537.3244333267212 338.64506959915161 127.91389799118042 79.491321086883545 400.90266847610474 31.177013993263245 112.0301833152771 26.693912148475647 157.23507750034332
leaf_count=424 3689 152 75 68 161 7 86 13 105
internal_value=0 0.000185358 -0.000215781 0.000492115 0.00108886 6.15374e-05 -0.00110883 -0.00198764 0.000462535
internal_weight=0 2022.68 876.501 1146.18 480.394 665.781 169.901 138.724 495.88
internal_count=4780 1091 499 592 229 363 106 99 257
is_linear=0
shrinkage=0.06


Tree=831
num_leaves=10
num_cat=0
split_feature=109 46 77 70 93 68 133 72 18
split_gain=0.0236896 0.115323 0.120188 0.13213 0.168256 0.160401 0.168123 0.141495 0.107059
threshold=0.014740333426743748 0.0020292587578296666 0.007706565549597145 0.00073092587990686308 0.00057154725072905432 0.0051502294372767219 0.0025217677466571335 0.0014881226234138014 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -6 -5
right_child=1 2 -4 8 7 6 -8 -9 -10
leaf_value=-4.9440204475992834e-05 0.00080266530362691803 0.0016663604714326097 -0.0019870156028998112 0.00018766390344531936 -0.00032473429440020921 0.000129992297104458 -0.0050976496184099241 -0.0038046005094360788 0.0021698621682361865
leaf_weight=7503.8940277099609 704.75548422336578 122.65936326980591 116.41685605049133 726.48414897918701 74.429644584655762 68.48826539516449 32.731720447540283 96.736883997917175 113.40387225151062
leaf_count=3744 357 41 75 351 44 34 28 68 38
internal_value=0 0.000180435 -0.00014407 2.96642e-05 -0.000875271 0.000207446 -0.00156048 -0.00229142 0.000455305
internal_weight=0 2056.11 1351.35 1234.93 395.046 223.879 101.22 171.167 839.888
internal_count=4780 1036 679 604 215 103 62 112 389
is_linear=0
shrinkage=0.06


Tree=832
num_leaves=10
num_cat=0
split_feature=76 40 129 54 147 107 69 129 15
split_gain=0.0261217 0.069477 0.0480667 0.0414225 0.117561 0.188476 0.184066 0.174497 0.117561
threshold=0.004017772153019906 0.0048403022810816774 0.00244467705488205 0.011880517937242987 0.023343417793512348 0.0021592099219560628 0.0054799309000372895 0.011519505176693203 0.007706565549597145
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -5 8 -7
right_child=1 -3 -4 4 -6 7 -8 -9 -10
leaf_value=3.3563685062404811e-05 0.00048336342097152961 0.0022677998216546129 -0.0016552074629097497 -0.0033745809090499046 0.00074912341182202806 0.0019736608247587807 0.00020595901880841774 -0.0035055426649216064 -0.00025042964998043925
leaf_weight=7931.4060199260712 198.24615716934204 66.053856253623962 46.759600639343262 150.51042473316193 284.96795797348022 98.496289372444153 78.719888210296631 53.484253406524658 651.35581922531128
leaf_count=3854 145 27 40 114 111 40 28 31 390
internal_value=0 0.000540813 7.5215e-05 -1.81886e-05 -0.000329731 -0.000627474 -0.00214499 -0.000194454 4.17142e-05
internal_weight=0 311.06 245.006 9248.94 1317.53 1032.57 229.23 803.336 749.852
internal_count=4780 212 185 4568 714 603 142 461 430
is_linear=0
shrinkage=0.06


Tree=833
num_leaves=10
num_cat=0
split_feature=124 129 138 47 145 27 45 75 42
split_gain=0.0237706 0.0945554 0.150708 0.108838 0.127524 0.103969 0.177525 0.0935433 0.0851095
threshold=0.013860232196748258 0.013860232196748258 0.0012745757703669371 0.0084566329605877417 0.0087224207818508166 0.0015833032084628942 0.0026833302108570938 0.0048403022810816774 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 8 7 6 -4 -5 -2
right_child=1 2 5 4 -6 -7 -8 -9 -10
leaf_value=-4.2902028405464081e-05 0.0012096624880909997 -0.0033614448493204442 5.9651106727934374e-06 0.0039177850489858718 -0.00046405970595963803 0.00042288125621342906 -0.0048353495448147802 0.00088145026973104163 -0.00012665261249389604
leaf_weight=7929.5146633386612 234.01454281806946 56.991223454475403 82.130429148674011 90.216930150985718 66.439572691917419 355.40848696231842 40.81822144985199 61.377896189689636 643.08830070495605
leaf_count=4054 92 34 26 28 47 127 30 23 319
internal_value=0 0.000208645 -0.000444865 0.000528107 0.0017278 -9.73851e-05 -0.00160132 0.00268843 0.000229882
internal_weight=0 1630.49 535.348 1095.14 218.034 478.357 122.949 151.595 877.103
internal_count=4780 726 217 509 98 183 56 51 411
is_linear=0
shrinkage=0.06


Tree=834
num_leaves=10
num_cat=0
split_feature=76 91 53 137 127 7 124 40 137
split_gain=0.0234437 0.0479413 0.0472604 0.0333495 0.0326644 0.0887312 0.0523469 0.0473784 0.0438857
threshold=0.004017772153019906 0.0016331639490090313 0.0095705352723598498 0.0011261500185355546 0.062805486842989935 0.00082683752407319855 0.0038949446752667431 0.0020932231564074759 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 8 7 -7 -6 -1
right_child=1 2 3 -5 5 6 -8 -9 -10
leaf_value=-5.8454092261115705e-05 -0.00017396602068293649 -0.00027810403857538122 0.0029590711629476889 0.00068620774072377733 -0.0011327544347177218 -0.0043540994883111269 -0.00092199619355718321 0.0012164099176685771 0.00030237040823821699
leaf_weight=7617.0932010412216 168.23813319206238 45.397752404212952 59.136345267295837 38.287383198738098 57.280510783195496 31.562730431556702 32.44243311882019 67.12641716003418 1443.4353603124619
leaf_count=3831 139 29 26 18 49 27 13 23 625
internal_value=0 0.000512341 0.00132078 0.00206584 -1.7231e-05 -0.000799156 -0.00261446 0.000134787 -9.71039e-07
internal_weight=0 311.06 142.821 97.4237 9248.94 188.412 64.0052 124.407 9060.53
internal_count=4780 212 73 44 4568 112 40 72 4456
is_linear=0
shrinkage=0.06


Tree=835
num_leaves=10
num_cat=0
split_feature=27 51 84 54 9 116 62 82 68
split_gain=0.0233967 0.0876101 0.110195 0.139722 0.108453 0.153963 0.147048 0.138206 0.101661
threshold=0.0060143163427710542 0.00043393640953581786 0.0011261500185355546 0.0062037324532866487 0.00040826165059115743 0.0026833302108570938 0.00017767510871635753 0.0022975050378590827 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 -4 7 -6 -3
right_child=1 2 4 -5 6 -7 -8 -9 -10
leaf_value=-5.0019708142589032e-05 -0.0011015994196208417 0.00042388182793324619 -0.00024553555334618264 0.0018310318994206962 -0.0048353043563958637 -0.0047969301374162976 0.00082720950193226992 -3.4601996918555394e-05 -0.0016754103087345405
leaf_weight=7445.6137037277222 177.01147866249084 1178.9306479692459 62.546886205673218 248.82569658756256 37.407680511474609 46.759600639343262 222.51750087738037 51.049844264984131 89.337227463722229
leaf_count=3822 117 502 24 85 32 40 92 24 42
internal_value=0 0.00017614 0.000292882 0.000531054 -0.000566847 -0.00219255 4.58122e-06 -0.00206476 0.000276007
internal_weight=0 2114.39 1937.38 1517.09 420.282 109.306 310.975 88.4575 1268.27
internal_count=4780 958 841 629 212 64 148 56 544
is_linear=0
shrinkage=0.06


Tree=836
num_leaves=10
num_cat=0
split_feature=143 72 4 125 102 8 39 79 126
split_gain=0.0234476 0.0912242 0.103292 0.252622 0.163176 0.128022 0.19817 0.208126 0.217161
threshold=0.001792412775103003 0.00017767510871635753 0.00046126570669002836 0.0010585968848317864 0.025578102096915249 0.0066005610860884198 0.013032016810029747 0.00068727668258361529 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 7 -7 -9
right_child=1 2 -4 5 -6 6 -8 8 -10
leaf_value=0.00017775381003887336 0.00067120661842843448 7.9231179488067625e-05 2.626366148100107e-06 -0.00076024354008927069 0.0035844131248392117 0.00027730778558373881 0.00034982119240654225 -0.0060781459972325969 -0.00056661737154456069
leaf_weight=2088.0428453683853 582.67469561100006 472.5003467798233 5566.1924302577972 556.57119882106781 53.194966077804565 40.528934121131897 67.222846269607544 98.19516134262085 34.876842260360718
leaf_count=1142 346 237 2588 304 16 15 28 84 20
internal_value=0 -4.96734e-05 -0.000110643 -0.000587164 0.00043392 -0.00126033 -0.00241609 -0.00348712 -0.00463363
internal_weight=0 7471.96 6889.28 1323.09 525.695 797.395 240.824 173.601 133.072
internal_count=4780 3638 3292 704 253 451 147 119 104
is_linear=0
shrinkage=0.06


Tree=837
num_leaves=10
num_cat=0
split_feature=75 9 52 83 36 125 77 149 138
split_gain=0.0238161 0.0750059 0.113219 0.172422 0.175213 0.171546 0.164189 0.131591 0.120809
threshold=0.013860232196748258 0.0020932231564074759 0.0033348383149132137 0.0038949446752667431 0.00075379351619631063 0.0013986918493174019 0.012636432424187662 0.0010263677686452868 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -4 -5 -7
right_child=1 -3 6 4 5 8 -8 -9 -10
leaf_value=-3.7611128370085005e-05 0.00054053233891920556 -0.0019597785429696195 0.0020393833807435821 -0.0024194579500838431 -7.716524397437446e-05 -0.0073665586251062893 -0.0010796202046756144 0.0010625352537569862 -0.0022327423307769282
leaf_weight=8257.530552983284 633.55536305904388 53.580682516098022 250.87438929080963 58.160213470458984 40.528934121131897 36.238690495491028 80.178165555000305 119.0559641122818 30.297311305999756
leaf_count=4251 242 36 72 35 15 31 44 33 21
internal_value=0 0.000238451 0.000332761 -1.0335e-05 -0.00123801 -0.00315442 0.00128399 -8.02129e-05 -0.00502886
internal_weight=0 1302.47 1248.89 917.836 284.281 107.065 331.053 177.216 66.536
internal_count=4780 529 493 377 135 67 116 68 52
is_linear=0
shrinkage=0.06


Tree=838
num_leaves=10
num_cat=0
split_feature=67 100 53 114 146 123 59 67 104
split_gain=0.023131 0.065058 0.13946 0.077085 0.0475567 0.0793338 0.0491003 0.0395635 0.145822
threshold=0.0068083447404205808 0.0013986918493174019 0.00017767510871635753 0.013860232196748258 0.0018488886416889729 0.0036604277556762104 0.0072436286136507997 0.0023699469165876512 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 6 -6 -1 -9
right_child=1 -3 4 -5 5 -7 -8 8 -10
leaf_value=2.2365912230704577e-05 -0.0044211547391237544 0.0013515230442279439 0.0022655575574039798 -0.00050071560966108029 -0.0021499878557734377 0.0019609456820769687 0.00082276282562907498 -0.00014638595914285429 -0.0026857412484907256
leaf_weight=8181.5580426454544 35.069700479507446 167.9606865644455 50.856986045837402 37.214822292327881 52.411692500114441 52.025976061820984 32.346004009246826 860.64055418968201 89.915802121162415
leaf_count=4127 30 65 14 22 35 15 8 392 72
internal_value=0 0.000431162 -0.000163564 -0.00240276 0.000699039 0.000116598 -0.0010155 -2.02021e-05 -0.000386591
internal_weight=0 427.886 259.925 72.2845 187.641 136.784 84.7577 9132.11 950.556
internal_count=4780 189 124 52 72 58 43 4591 464
is_linear=0
shrinkage=0.06


Tree=839
num_leaves=10
num_cat=0
split_feature=58 5 63 66 46 72 33 127 95
split_gain=0.0232509 0.0742948 0.192055 0.0779759 0.0711127 0.162025 0.136128 0.0985601 0.0779159
threshold=0.0062037324532866487 0.010829726699739696 0.0034400182776153092 0.00047558375808876013 0.029773407615721229 0.0028552538715302949 0.00042089859198313212 0.0066005610860884198 0.072653736919164671
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 8 6 -6 -7 -2
right_child=4 2 3 -5 5 7 -8 -9 -10
leaf_value=-1.5641334503732342e-05 0.00022028413560047901 -0.00022240507085963138 -0.0061098755972851682 -0.0016545369212387143 0.0039506293152455456 -0.0029451051509762419 -0.00035723635242416465 0.0011038987232497486 0.002647042942920582
leaf_weight=6798.5109025239944 2143.4556809663773 226.6030455827713 31.562730431556702 25.62135124206543 34.780413150787354 114.36816334724426 109.69220328330994 26.693912148475647 48.711864233016968
leaf_count=3116 1273 125 27 17 15 88 84 13 22
internal_value=0 -5.53452e-05 -0.00100651 -0.00411366 0.0001582 -0.000732452 0.000679841 -0.00217889 0.000274209
internal_weight=0 7082.3 283.787 57.1841 2477.7 285.535 144.473 141.062 2192.17
internal_count=4780 3285 169 44 1495 200 99 101 1295
is_linear=0
shrinkage=0.06


Tree=840
num_leaves=10
num_cat=0
split_feature=86 53 4 83 69 93 85 24 107
split_gain=0.0235662 0.117746 0.17431 0.0955394 0.123564 0.109113 0.212968 0.147777 0.217728
threshold=0.00096484774257987748 0.023343417793512348 0.0060143163427710542 0.036783467978239066 0.004017772153019906 0.00040826165059115743 0.0019071503775194289 0.002945306478068233 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 7 8 -7
right_child=1 2 -4 4 -6 6 -8 -9 -10
leaf_value=6.0979704650967079e-05 0.00036719004968535711 -0.004793917009407663 -3.6488428096176462e-05 -0.00077269417333946505 0.0026760816853086686 -0.0044115810472111902 0.00024616963147614884 -0.00063062353174116279 -0.00069569068545099534
leaf_weight=6737.0382807254791 920.66844284534454 47.832161545753479 65.957427144050598 60.401764392852783 98.20700204372406 106.18523323535919 802.87789785861969 598.85953831672668 121.97251880168915
leaf_count=3565 345 36 22 32 25 81 318 291 65
internal_value=0 -0.000145529 -0.0020363 -6.61134e-05 0.00136271 -0.000154966 -0.000449913 -0.00112568 -0.00242508
internal_weight=0 2822.96 113.79 2709.17 158.609 2550.56 1629.9 827.017 228.158
internal_count=4780 1215 58 1157 57 1100 755 437 146
is_linear=0
shrinkage=0.06


Tree=841
num_leaves=10
num_cat=0
split_feature=72 83 10 11 101 92 128 128 74
split_gain=0.0239399 0.0812145 0.195655 0.156474 0.141256 0.141053 0.114465 0.114354 0.116376
threshold=0.0054799309000372895 0.023343417793512348 0.0051502294372767219 0.0054799309000372895 0.05109804309904576 0.0060143163427710542 0.012636432424187662 0.05109804309904576 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -5 -2 8 -8
right_child=1 2 -4 5 -6 -7 7 -9 -10
leaf_value=-8.1923312401980608e-05 0.00018676695834678078 0.0033680234417664619 -0.00028781868658683607 -0.0011724980911831577 -0.0031633215734728128 0.0029324863102138284 -0.0027907134554859821 0.00078585569401445606 -0.00053644991212673009
leaf_weight=5480.1710181236267 2997.7437546253204 137.56694614887238 291.10219538211823 76.574766397476196 49.977283358573914 49.687996029853821 129.27574622631073 120.32138323783875 227.57917737960815
leaf_count=3016 1276 39 131 36 28 13 86 39 116
internal_value=0 0.000110042 0.000784726 0.00196814 3.82539e-06 0.00044293 4.93762e-05 -0.000813748 -0.00135309
internal_weight=0 4079.83 554.932 263.83 3524.9 126.263 3474.92 477.176 356.855
internal_count=4780 1764 219 88 1545 49 1517 241 202
is_linear=0
shrinkage=0.06


Tree=842
num_leaves=10
num_cat=0
split_feature=31 31 1 23 97 59 11 31 149
split_gain=0.0232028 0.118013 0.159752 0.115722 0.124876 0.122457 0.215193 0.170715 0.170229
threshold=0.00044738779251929378 0.00052132029668428015 0.00244467705488205 0.020035739988088611 0.0036604277556762104 0.0034400182776153092 0.004017772153019906 0.00082683752407319855 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 -3 -8
right_child=1 3 -4 4 -6 -7 8 -9 -10
leaf_value=-8.8278392985705485e-05 0.0024278574461147023 -0.0019681135334953196 -0.0013583148745209613 -0.00045947426487729211 -0.003431984755339785 0.00046757878507356227 -0.0028339337207799525 0.00029658218262896234 0.00040877159552166014
leaf_weight=5053.0802644491196 159.68132734298706 132.78271627426147 53.580682516098022 564.46484160423279 55.918662548065186 2045.632691860199 180.71130692958832 1228.1246577501297 86.023115634918213
leaf_count=2749 53 89 36 296 38 791 130 549 49
internal_value=0 9.89762e-05 0.00147661 3.05506e-05 -0.000727403 0.000158562 -0.000229812 7.56175e-05 -0.00178815
internal_weight=0 4506.92 213.262 4293.66 620.384 3673.27 1627.64 1360.91 266.734
internal_count=4780 2031 89 1942 334 1608 817 638 179
is_linear=0
shrinkage=0.06


Tree=843
num_leaves=10
num_cat=0
split_feature=89 104 48 28 75 52 29 135 64
split_gain=0.0224013 0.0335935 0.0266894 0.155706 0.0276278 0.0957071 0.153204 0.151197 0.176199
threshold=0.034125410020351417 0.002945306478068233 0.005232634488493205 0.001792412775103003 0.013860232196748258 0.0033348383149132137 0.0010585968848317864 0.00085274505545385193 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 6 -6 8 -8
right_child=1 -3 3 -5 5 -7 7 -9 -10
leaf_value=-3.8698803161733573e-05 -0.00025360625610266314 0.0017933849503817799 0.00051015791500367061 -0.0038284952736628089 0.00061337654372813099 0.0011090974327587553 -0.002909326919517155 0.0004898812045110709 0.00083464908956672938
leaf_weight=8047.6790840625763 54.556814312934875 61.281467080116272 96.061880230903625 43.156201481819153 519.86220347881317 348.4909759759903 172.23908948898315 155.29465460777283 61.377896189689636
leaf_count=4160 27 18 33 32 189 126 108 64 23
internal_value=0 0.000829305 -1.01719e-05 -0.000834781 2.16565e-06 0.000263737 -6.0437e-05 -0.000961131 -0.00192568
internal_weight=0 115.838 9444.16 139.218 9304.94 1257.26 908.774 388.912 233.617
internal_count=4780 45 4735 65 4670 510 384 195 131
is_linear=0
shrinkage=0.06


Tree=844
num_leaves=10
num_cat=0
split_feature=108 115 142 4 95 51 107 105 29
split_gain=0.0232956 0.108192 0.0748196 0.076893 0.0748842 0.106378 0.114415 0.0831786 0.0750939
threshold=0.021960759535431865 0.013032016810029747 0.021960759535431865 0.0036604277556762104 0.00047558375808876013 0.0015833032084628942 0.0014427106943912806 0.00062670491752214741 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 -6 -7 -2 -8
right_child=1 -3 3 -5 5 6 8 -9 -10
leaf_value=-3.0822912110159486e-05 0.00015842827444661621 0.0018929293074216918 0.00034282872145780066 -0.0038318722334782823 -0.00047807864868602026 0.0030812343268162659 -0.00040492230137565522 -0.0029593836299639069 0.0015656178120966354
leaf_weight=8625.8216115236282 74.526073694229126 129.6733033657074 29.03189218044281 35.069700479507446 251.34469413757324 83.202990055084229 144.27975821495056 52.508121609687805 134.54212164878845
leaf_count=4271 49 47 15 30 156 22 89 40 61
internal_value=0 0.000284606 2.53703e-05 -0.00194113 0.000195623 0.00047023 0.00112862 -0.00113028 0.000545938
internal_weight=0 934.179 804.505 64.1016 740.404 613.37 362.025 127.034 278.822
internal_count=4780 509 462 45 417 328 172 89 150
is_linear=0
shrinkage=0.06


Tree=845
num_leaves=10
num_cat=0
split_feature=106 141 112 144 40 92 23 117 92
split_gain=0.0240553 0.0997504 0.132173 0.122286 0.116985 0.116767 0.202676 0.0973249 0.106159
threshold=0.000490355829242617 0.00017767510871635753 0.00062670491752214741 0.0013146653072908523 0.0056525857653468856 0.00068727668258361529 0.0025217677466571335 0.00062670491752214741 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 -5 8 -2
right_child=7 2 -4 5 -6 -7 -8 -9 -10
leaf_value=-0.0027420326812220689 0.00052159019741324954 0.00040692824655860885 0.0015361947741818686 -0.00083502576710619517 0.00037461224312216945 -0.00040776452626688437 -0.0058739531848839956 -1.8366342640306671e-05 0.0032766028357099071
leaf_weight=112.0301833152771 539.62676393985748 504.55706346035004 166.98455476760864 90.602646589279175 70.729816317558289 449.9038200378418 42.083640575408936 7527.9488317966461 55.532946109771729
leaf_count=86 260 230 74 48 31 198 36 3799 18
internal_value=0 -0.000226296 -3.54575e-05 -0.000276861 -0.00153586 -0.000869063 -0.0024332 4.00293e-05 0.000778654
internal_weight=0 1436.89 1254.13 1087.15 182.76 582.59 132.686 8123.11 595.16
internal_count=4780 703 586 512 117 282 84 4077 278
is_linear=0
shrinkage=0.06


Tree=846
num_leaves=10
num_cat=0
split_feature=61 7 131 54 106 36 147 147 28
split_gain=0.0232397 0.0762077 0.151026 0.143955 0.115992 0.123761 0.102025 0.143104 0.143419
threshold=0.0037758676335215573 0.0020292587578296666 0.0005893622583243997 0.0098710241727530974 0.024810968898236755 0.0030382014811038975 0.0027679565828293566 0.0038949446752667431 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 6 5 -2 -4 -8 -9
right_child=1 2 3 -5 -6 -7 7 8 -10
leaf_value=-6.0313524272752852e-05 -0.00019126833081149134 0.001629154383022072 -0.0014338131678085177 -0.0013561337220356897 0.00075604624674436649 -0.0020560793183781781 0.0032180758626918255 0.001899283987832099 -0.00025894059598453693
leaf_weight=6752.9575175046921 1075.3371599912643 318.2900937795639 84.661267399787903 190.46078419685364 407.12149429321289 145.44874823093414 76.285479068756104 162.99543917179108 346.44228327274323
leaf_count=3377 615 110 38 99 245 90 21 46 139
internal_value=0 0.000145097 0.00051243 9.95305e-05 -0.000120971 -0.000413449 0.000513095 0.000794503 0.000431587
internal_weight=0 2807.04 1179.14 860.845 1627.91 1220.79 670.384 585.723 509.438
internal_count=4780 1403 453 343 950 705 244 206 185
is_linear=0
shrinkage=0.06


Tree=847
num_leaves=10
num_cat=0
split_feature=99 7 75 142 75 42 145 72 146
split_gain=0.0233424 0.0635256 0.15863 0.10494 0.0803474 0.0731579 0.0711651 0.0686674 0.0625623
threshold=0.00017767510871635753 0.0072436286136507997 0.017188700847327713 0.011519505176693203 0.032603342086076743 0.0023699469165876512 0.033603202551603324 0.0042751494329422721 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -4 -6 8 -8 -1
right_child=-2 2 4 -5 5 -7 7 -9 -10
leaf_value=0.00095294304218630961 -4.8567924987809131e-05 -0.0051472223970940997 0.0017556768499103976 -0.00059257541399764522 -0.0027722026807274996 0.0008031266840393443 -0.0017508456716451191 0.0017259034096323996 0.00015879878920539142
leaf_weight=518.87423098087311 7537.3244333267212 39.745660543441772 74.043928146362305 33.611423134803772 40.81822144985199 41.601495027542114 102.87112140655518 25.524922132492065 1145.5848307609558
leaf_count=257 3689 34 24 14 30 11 88 12 621
internal_value=0 0.000180984 -0.000758178 -0.00306033 0.000321174 -0.000967549 0.000301372 -0.00105967 0.000406363
internal_weight=0 2022.68 229.821 73.3571 156.464 82.4197 1792.86 128.396 1664.46
internal_count=4780 1091 113 48 65 41 978 100 878
is_linear=0
shrinkage=0.06


Tree=848
num_leaves=10
num_cat=0
split_feature=93 51 118 116 142 146 73 51 44
split_gain=0.0229081 0.0659143 0.059212 0.0865923 0.0568693 0.0756262 0.0705538 0.103799 0.0486899
threshold=0.016668972559273246 0.016164712607860569 0.00037263428384903824 0.0044099434744566688 0.00899649551138282 0.011519505176693203 0.013032016810029747 0.00043393640953581786 0.013439828064292671
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 6 -6 7 -4 -1
right_child=1 -3 3 -5 5 -7 -8 -9 -10
leaf_value=2.728074323568467e-05 0.0005937808568086206 0.0018492443817230888 0.0009017985193642313 -0.0019954729687279324 3.4714562130624551e-06 0.0031959360266011405 0.0014585430767207455 -0.0019889664893585806 -0.00037777011051591639
leaf_weight=7288.4141483306885 472.10278964042664 86.902818322181702 68.584694504737854 93.229913949966431 74.333215475082397 41.697924137115479 54.363956093788147 128.49247264862061 1251.8783338069916
leaf_count=3540 276 35 39 65 39 16 17 105 648
internal_value=0 0.000268792 0.000121552 -0.000362363 5.19671e-05 0.00115074 -0.000455079 -0.000982953 -3.20936e-05
internal_weight=0 1019.71 932.805 460.702 367.472 116.031 251.441 197.077 8540.29
internal_count=4780 592 557 281 216 55 161 144 4188
is_linear=0
shrinkage=0.06


Tree=849
num_leaves=10
num_cat=0
split_feature=122 25 77 40 1 127 95 118 51
split_gain=0.0257948 0.0458339 0.103884 0.0617776 0.0743907 0.0335867 0.0802568 0.153506 0.140103
threshold=0.0048403022810816774 0.014293605927377941 0.001792412775103003 0.0048403022810816774 0.0032328735105693345 0.0036604277556762104 0.0042751494329422721 0.0014427106943912806 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1 -7 -8 -9
right_child=1 -3 3 4 -6 6 7 8 -10
leaf_value=-8.0025509580949832e-05 0.00085935485044240454 0.0018249798145201928 -0.00010923657583702788 -0.004593630660460017 -0.00056116381393043764 -1.1741370144650251e-05 -0.00057677559439927347 0.0029589694690899523 -1.6463584982113532e-05
leaf_weight=7324.3280293941498 308.25132918357849 70.53695809841156 114.95857870578766 30.39374041557312 35.949403166770935 1283.5493340492249 145.44874823093414 157.24691820144653 89.337227463722229
leaf_count=3733 126 21 59 26 16 621 90 46 42
internal_value=0 0.000395074 0.000189047 -0.000950619 -0.00240856 -2.45866e-05 0.000217749 0.00096912 0.00188097
internal_weight=0 560.09 489.553 181.302 66.3431 8999.91 1675.58 392.033 246.584
internal_count=4780 248 227 101 42 4532 799 178 88
is_linear=0
shrinkage=0.06


Tree=850
num_leaves=10
num_cat=0
split_feature=122 126 7 149 11 46 61 131 133
split_gain=0.0227923 0.0518766 0.0734555 0.0866143 0.0663535 0.0984334 0.0507092 0.0493101 0.192836
threshold=0.0048403022810816774 0.00017767510871635753 0.00062670491752214741 0.0013986918493174019 0.00747153488919139 0.0095705352723598498 0.0010263677686452868 0.13848232477903369 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 6 -6 -3 -1 -9
right_child=1 4 3 -5 5 -7 -8 8 -10
leaf_value=-5.7275865784752535e-06 0.0009283816061059258 0.0030709383523206848 -8.7470186123411132e-05 -0.0032120309288463222 -0.0018830793168757185 0.001166785819984783 0.00085443936575733796 -0.0028144874740662807 0.0019276628820345072
leaf_weight=8864.1027165651321 103.26867854595184 63.619447112083435 91.385920166969299 49.097580671310425 60.498193502426147 102.88296210765839 89.337227463722229 88.361095666885376 47.446445107460022
leaf_count=4465 49 20 29 42 37 29 42 51 16
internal_value=0 0.00037137 -0.000286454 -0.00117947 0.000878251 3.74553e-05 0.00177635 -2.31114e-05 -0.00115774
internal_weight=0 560.09 243.752 140.484 316.338 163.381 152.957 8999.91 135.808
internal_count=4780 248 120 71 128 66 62 4532 67
is_linear=0
shrinkage=0.06


Tree=851
num_leaves=10
num_cat=0
split_feature=91 54 83 143 108 96 21 83 51
split_gain=0.023153 0.130952 0.118107 0.101486 0.100756 0.0831624 0.137056 0.139817 0.0922069
threshold=0.0095705352723598498 0.0084566329605877417 0.010180860292166473 0.0044099434744566688 0.0044099434744566688 0.011169348377734424 0.0012745757703669371 0.0020292587578296666 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -4 -1 7 -7 -8
right_child=1 3 4 -5 -6 6 8 -9 -10
leaf_value=1.0613331922811773e-05 -0.00030104396244190327 0.0003207588472531867 0.0027685430593626776 -0.0035479501368712195 0.00054937943333177629 0.00021071206088675768 -0.00085334106935372933 -0.0038207386413616263 0.001992645361791313
leaf_weight=8611.986589550972 229.03745472431183 47.542874217033386 129.6733033657074 50.170141577720642 170.49152481555939 47.542874217033386 123.33436703681946 88.843241214752197 61.377896189689636
leaf_count=4269 132 21 47 38 77 21 76 76 23
internal_value=0 0.00035247 0.000725092 -0.00166561 0.00150807 -2.4736e-05 -0.00097282 -0.00241541 9.23496e-05
internal_weight=0 626.915 529.202 97.713 300.165 8933.08 321.098 136.386 184.712
internal_count=4780 315 256 59 124 4465 196 97 99
is_linear=0
shrinkage=0.06


Tree=852
num_leaves=10
num_cat=0
split_feature=102 133 56 145 98 86 145 141 59
split_gain=0.0229221 0.127158 0.0879255 0.119924 0.0990353 0.139283 0.153591 0.117371 0.0915834
threshold=0.00899649551138282 0.012252715881913902 0.0019672545604407792 0.0035485138650983576 0.00096484774257987748 0.00017767510871635753 0.0087224207818508166 0.0026833302108570938 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -7 -6
right_child=1 -3 -4 4 8 7 -8 -9 -10
leaf_value=-3.8177629423749087e-05 0.0011145519512103812 -0.0015842978804697469 -0.0019688854995553828 -0.0042616227334701844 -0.00053248537589617288 0.00028406954419904137 0.00027181872404695591 0.0035609538110540533 -0.003882046578
leaf_weight=8178.9307752847672 600.72721350193024 126.8413370847702 53.580682516098022 32.731720447540283 224.84364020824432 79.985307335853577 151.10084009170532 77.454469084739685 33.8042813539505
leaf_count=4110 209 79 36 28 153 34 85 22 24
internal_value=0 0.000226095 0.000409181 0.000515306 -8.47459e-05 0.000586379 -0.000535369 0.00189617 -0.00097026
internal_weight=0 1381.07 1254.23 1200.65 599.92 341.272 183.833 157.44 258.648
internal_count=4780 670 591 555 346 169 113 56 177
is_linear=0
shrinkage=0.06


Tree=853
num_leaves=10
num_cat=0
split_feature=126 4 66 76 43 125 126 149 84
split_gain=0.024398 0.037154 0.0609509 0.0338507 0.113374 0.19067 0.103623 0.106752 0.0992433
threshold=0.0045489775948226461 0.0032328735105693345 0.00039601318712811922 0.00070876078098081063 0.00064626874518580746 0.0056525857653468856 0.00043393640953581786 0.0019071503775194289 0.013439828064292671
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 8 7 -6 -5
right_child=1 2 -4 4 6 -7 -8 -9 -10
leaf_value=3.0056089054446544e-05 0.00011522023600074953 -0.00024882717691906541 0.0028158085556228107 -0.00097975796247965711 0.00342421320871992 -0.0040901878383584516 -0.00024899388041894031 0.00035458974053967525 0.0020906533810231848
leaf_weight=7800.9612836837769 258.05750620365143 40.914650559425354 54.460385203361511 275.60419714450836 58.943487048149109 66.439572691917419 828.28270947933197 132.39699983596802 43.939475059509277
leaf_count=3767 206 35 22 162 16 47 443 69 13
internal_value=0 0.00048921 0.00150112 -1.87804e-05 -0.000289817 -0.00116563 4.17256e-05 0.0013002 -0.000557555
internal_weight=0 353.433 95.375 9206.57 1405.61 385.983 1019.62 191.34 319.544
internal_count=4780 263 57 4517 750 222 528 85 175
is_linear=0
shrinkage=0.06


Tree=854
num_leaves=10
num_cat=0
split_feature=21 123 0 44 65 125 56 110 94
split_gain=0.0226191 0.0714313 0.10119 0.0916988 0.0864374 0.0843508 0.083535 0.0753673 0.0693454
threshold=0.0056525857653468856 0.0015349716995842757 0.0034400182776153092 0.0060143163427710542 0.00043393640953581786 0.00052132029668428015 0.0014427106943912806 0.00017767510871635753 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 3 5 -5 7 -4 -2 -1
right_child=1 -3 6 4 -6 -7 -8 -9 -10
leaf_value=-0.00026627199520992624 -0.002294275109494421 0.0011768268072703202 -0.0003409023565323725 0.00038773871857072874 -0.0019979691099938747 0.002105365980081807 -0.0029446177298543467 0.00086775851393754329 9.574812160601663e-05
leaf_weight=3019.9917905330658 33.900710463523865 235.2799619436264 477.26089525222778 196.20930516719818 75.791492819786072 178.19230937957764 48.904722452163696 136.00039899349213 5158.4686799049377
leaf_count=1595 29 98 305 99 55 59 32 77 2431
internal_value=0 0.000224551 2.90875e-05 0.000548379 -0.000277025 0.00119335 -0.000582906 0.000236832 -3.7932e-05
internal_weight=0 1381.54 1146.26 620.094 272.001 348.093 526.166 169.901 8178.46
internal_count=4780 754 656 319 154 165 337 106 4026
is_linear=0
shrinkage=0.06


Tree=855
num_leaves=10
num_cat=0
split_feature=70 149 70 8 96 28 78 91 87
split_gain=0.0232017 0.0690269 0.0740601 0.0663646 0.0507472 0.04542 0.0433242 0.040232 0.0365846
threshold=0.017188700847327713 0.00060774214216507982 0.023343417793512348 0.004017772153019906 0.0079489401541650313 0.0053125319536775359 0.0026833302108570938 0.0022272822679951791 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 8 -3 -4 -5
right_child=1 3 7 5 -6 -7 -8 -9 -10
leaf_value=-2.6253169616163004e-05 0.0030156073530887796 -0.00080464813276211807 -0.00047056040687230193 0.001207839151390711 0.0003448417336224992 -0.0015133169492970841 -0.003762894548341967 0.0014770339279418191 -5.4458954918345236e-05
leaf_weight=8860.9933036565781 60.208906173706055 35.069700479507446 74.236786365509033 161.13960468769073 40.81822144985199 42.963343262672424 36.238690495491028 78.623459100723267 169.70825123786926
leaf_count=4423 22 30 34 69 30 22 31 23 96
internal_value=0 0.000332799 0.00123323 -6.20118e-05 -0.00134228 0.000322011 -0.00230802 0.000531182 0.000560344
internal_weight=0 699.007 213.069 485.938 112.127 373.811 71.3084 152.86 330.848
internal_count=4780 357 79 278 91 187 61 57 165
is_linear=0
shrinkage=0.06


Tree=856
num_leaves=10
num_cat=0
split_feature=97 43 5 58 72 40 82 25 138
split_gain=0.0227679 0.147485 0.0344126 0.117139 0.117643 0.112563 0.182558 0.18516 0.192806
threshold=0.091400381177663817 0.00046126570669002836 0.00085274505545385193 0.0053125319536775359 0.011169348377734424 0.0017376682371832433 0.0070226341485977182 0.044033329933881767 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -4 7 8 -7
right_child=1 -3 3 4 -6 6 -8 -9 -10
leaf_value=7.1007443609308663e-05 -0.0016170182162273331 0.0023820481952933838 0.00032630637062688932 0.00044049466162177114 -0.0011543178039377492 -0.0023485910352053969 0.00098365052661601986 0.0013631666001473637 -0.00065764954827705771
leaf_weight=6223.3931995630264 55.725804328918457 82.130429148674011 442.68518102169037 1253.7104868888855 192.01549065113068 394.45546233654022 181.89213764667511 102.78653299808502 631.20554232597351
leaf_count=2983 28 26 241 743 120 244 72 24 299
internal_value=0 0.0007655 -1.12001e-05 -0.000171141 0.000228678 -0.000500873 -0.000780327 -0.00106466 -0.00130796
internal_weight=0 137.856 9422.14 3198.75 1445.73 1753.02 1310.34 1128.45 1025.66
internal_count=4780 54 4726 1743 863 880 639 567 543
is_linear=0
shrinkage=0.06


Tree=857
num_leaves=10
num_cat=0
split_feature=117 11 85 132 110 133 99 113 149
split_gain=0.0246536 0.0760071 0.152645 0.0947605 0.0823594 0.0811894 0.0652682 0.0483908 0.0451958
threshold=0.04673989117145539 0.013860232196748258 0.00068727668258361529 0.00062670491752214741 0.004017772153019906 0.0054799309000372895 0.0035485138650983576 0.0016846025246195497 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 7 4 5 8 -6 -3 -2
right_child=1 2 -4 -5 6 -7 -8 -9 -10
leaf_value=-2.6900979341150646e-05 0.00087307293763242788 -0.00087033118614587715 -0.0043727549684069739 0.0018883642420115729 -0.00045253120431373612 -0.0022024506153336134 0.0020970104150592481 0.0023536789649404553 -0.00097047164516101162
leaf_weight=8868.6940882205963 120.80352878570557 39.649231433868408 35.069700479507446 153.93280637264252 54.749672532081604 72.380951881408691 106.38993215560913 29.03189218044281 79.298462867736816
leaf_count=4405 64 29 30 53 37 57 32 15 58
internal_value=0 0.00034511 -0.00115206 0.000609481 0.000155487 -0.000480405 0.00123076 0.000492476 0.000142494
internal_weight=0 691.306 103.751 587.555 433.623 272.483 161.14 68.6811 200.102
internal_count=4780 375 74 301 248 179 69 44 122
is_linear=0
shrinkage=0.06


Tree=858
num_leaves=10
num_cat=0
split_feature=63 146 92 149 9 45 81 141 43
split_gain=0.0234691 0.0593764 0.0675649 0.0651525 0.0511067 0.0538469 0.0363897 0.0823793 0.0373485
threshold=0.014740333426743748 0.010180860292166473 0.002945306478068233 0.0019071503775194289 0.0016846025246195497 0.0016846025246195497 0.04273676127195359 0.022641776129603389 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 5 -3 8 -8 -1
right_child=1 3 -4 -5 -6 -7 7 -9 -10
leaf_value=8.5123731419944703e-05 -0.0027451805240476246 -0.00051142021592482691 0.00032982435139601845 0.0016769688207711863 -0.0013223227148840724 0.0018733612759769683 -0.0027289027369949382 0.00024365715887092609 -0.00017047258431851771
leaf_weight=5738.6362186670303 40.81822144985199 65.957427144050598 69.560826301574707 162.11573648452759 65.077724456787109 70.53695809841156 57.280510783195496 81.057868242263794 3208.9587752819061
leaf_count=2647 30 22 30 60 36 21 49 30 1855
internal_value=0 0.000411562 -0.000807314 0.00078149 6.12956e-05 0.000720977 -2.14736e-05 -0.000987164 -6.54314e-06
internal_weight=0 474.067 110.379 363.688 201.572 136.494 9085.93 138.338 8947.59
internal_count=4780 199 60 139 79 43 4581 79 4502
is_linear=0
shrinkage=0.06


Tree=859
num_leaves=10
num_cat=0
split_feature=50 36 55 19 65 125 78 30 27
split_gain=0.023647 0.0872076 0.129906 0.112354 0.11647 0.0920328 0.197277 0.132405 0.156076
threshold=0.0053125319536775359 0.0060143163427710542 0.00090704852482303988 0.0063990866765379914 0.0063990866765379914 0.00075379351619631063 0.023343417793512348 0.0022975050378590827 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -3 6 7 -2 -9
right_child=1 3 -4 -5 -6 -7 -8 8 -10
leaf_value=-8.2662280080010171e-05 8.3060897064196867e-07 -0.0014413506533917245 0.0015729330438850177 -0.0030546879516763765 0.0018180553809091604 0.00028751289393565772 -0.0042868940868364489 -0.00038647778926715069 -0.0054448917851893739
leaf_weight=5409.2229586839676 984.62624359130859 101.21998584270477 225.54232537746429 68.777552723884583 64.692008018493652 2569.6295063495636 44.325191497802734 55.725804328918457 36.238690495491028
leaf_count=2616 621 62 70 49 16 1254 33 28 31
internal_value=0 0.000107724 0.00017505 -0.0010157 -0.000170451 8.96208e-05 -0.000364035 -0.000202523 -0.00237975
internal_weight=0 4150.78 3916.09 234.69 165.912 3690.55 1120.92 1076.59 91.9645
internal_count=4780 2164 2037 127 78 1967 713 680 59
is_linear=0
shrinkage=0.06


Tree=860
num_leaves=10
num_cat=0
split_feature=76 40 62 69 31 69 91 51 116
split_gain=0.0234394 0.061018 0.0422329 0.0338984 0.114856 0.0992837 0.155486 0.123276 0.167771
threshold=0.004017772153019906 0.0048403022810816774 0.0010585968848317864 0.0017376682371832433 0.21471316367387774 0.00085274505545385193 0.0058306583669036635 0.020658296532928947 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 7 8 -7
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-3.130614034830868e-05 -0.00055348095889252828 0.0021307375894510845 0.0010618363645730846 -0.00017492035327725403 -0.002764793631804336 -0.00072086519849151186 -0.0013108652096189856 -0.0016549059601401333 0.0013522510388222029
leaf_weight=4796.3964471817017 149.53429293632507 66.053856253623962 95.471464872360229 3206.2942823171616 51.146273374557495 169.6118221282959 138.43480813503265 67.415704488754272 819.6413152217865
leaf_count=2495 123 27 62 1538 29 91 84 38 293
internal_value=0 0.000512294 7.59602e-05 -1.72294e-05 6.64431e-05 9.06118e-05 0.000579914 0.000827626 0.000996806
internal_weight=0 311.06 245.006 9248.94 6042.65 5991.5 1195.1 1056.67 989.253
internal_count=4780 212 185 4568 3030 3001 506 422 384
is_linear=0
shrinkage=0.06


Tree=861
num_leaves=10
num_cat=0
split_feature=67 108 107 111 24 132 97 43 107
split_gain=0.023045 0.0596532 0.0921817 0.0978606 0.0391717 0.0736423 0.0384313 0.108737 0.0434673
threshold=0.0068083447404205808 0.0019672545604407792 0.00087947337306104611 0.00017767510871635753 0.002945306478068233 0.0098710241727530974 0.091400381177663817 0.00046126570669002836 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -3 8 -8 -1
right_child=1 4 -4 -5 -6 -7 7 -9 -10
leaf_value=0.00033011719573995213 -0.0040700621785798299 -0.0011334460125363541 0.00094005066289749634 -0.00013365086608718753 0.0017306760231159625 0.0022640683706132178 -0.001150824074666825 0.0024054263485402579 -8.2552466477939872e-05
leaf_weight=1038.7364344596863 37.407680511474609 60.498193502426147 98.399860262870789 57.967355251312256 136.59081435203552 37.021964073181152 51.049844264984131 78.623459100723267 7963.7046611309052
leaf_count=446 32 37 35 25 48 12 24 23 4098
internal_value=0 0.00043036 -0.000348333 -0.00167758 0.00107489 0.000156366 -2.01646e-05 0.0010054 -3.4937e-05
internal_weight=0 427.886 193.775 95.375 234.111 97.5202 9132.11 129.673 9002.44
internal_count=4780 189 92 57 97 49 4591 47 4544
is_linear=0
shrinkage=0.06


Tree=862
num_leaves=10
num_cat=0
split_feature=132 45 72 98 92 68 75 100 128
split_gain=0.0232063 0.103329 0.106896 0.139054 0.161557 0.152259 0.155775 0.124013 0.215478
threshold=0.00017767510871635753 0.0051502294372767219 0.024066280573606495 0.00096484774257987748 0.00055427959887310873 0.0012357163941487672 0.0013146653072908523 0.00099512818269431613 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 8 -4
right_child=1 -3 7 4 -6 6 -8 -9 -10
leaf_value=9.0224722635229307e-05 -3.2577280616364614e-05 0.00028688804683008713 0.00073558477485009648 0.000203183538001134 -0.00069541614280685805 -0.0012072549772369518 -0.0061270568910152838 0.0012135307751946467 -0.0027254808645849038
leaf_weight=4949.4258694648743 1197.8391871452332 1631.9438809156418 179.45772850513458 40.528934121131897 1041.9304357767105 38.383812308311462 58.449500799179077 320.72450292110443 101.31641495227814
leaf_count=2680 469 742 65 15 552 23 50 117 67
internal_value=0 -9.68557e-05 -0.000307103 -0.00048791 -0.000950403 -0.00288455 -0.00417689 0.000407448 -0.000513329
internal_weight=0 4610.57 2978.63 2377.13 1179.29 137.362 96.8333 601.499 280.774
internal_count=4780 2100 1358 1109 640 88 73 249 132
is_linear=0
shrinkage=0.06


Tree=863
num_leaves=10
num_cat=0
split_feature=24 19 58 116 58 22 70 51 148
split_gain=0.0237597 0.0956706 0.135018 0.0856419 0.106464 0.0949191 0.089056 0.132447 0.0754943
threshold=0.00047558375808876013 0.011880517937242987 0.0027679565828293566 0.0010585968848317864 0.00017767510871635753 0.00017767510871635753 0.0005375427135732026 0.00096484774257987748 0.014740333426743748
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 7 -6 -9
right_child=-2 2 -4 4 5 -7 -8 8 -10
leaf_value=-8.5732793240702817e-05 -3.8180413424975573e-05 -0.002843617806365913 0.0015111324642741665 -0.00070561720887875995 0.0025377630211680601 0.0025390705567932916 -0.0019361305639348445 -0.0013349974059933668 0.0014378977228161316
leaf_weight=643.7633044719696 8220.6286994218826 77.936614632606506 38.190954089164734 116.03113961219788 125.09377241134644 154.81250905990601 39.649231433868408 81.443584680557251 62.450457096099854
leaf_count=354 4126 47 13 55 48 39 29 50 19
internal_value=0 0.000234339 -0.00141147 0.000390582 0.000919736 0.00132667 0.000718522 0.00110982 -0.000131552
internal_weight=0 1339.37 116.128 1223.24 579.481 463.45 308.637 268.988 143.894
internal_count=4780 654 60 594 240 185 146 117 69
is_linear=0
shrinkage=0.06


Tree=864
num_leaves=10
num_cat=0
split_feature=45 83 133 73 1 18 82 94 85
split_gain=0.0226059 0.0654026 0.141778 0.177183 0.109703 0.114454 0.102154 0.109516 0.0825393
threshold=0.000490355829242617 0.0046923852059990176 0.0010263677686452868 0.010829726699739696 0.0053125319536775359 0.00047558375808876013 0.00096484774257987748 0.012252715881913902 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 5 -4 7 8 -1
right_child=-2 2 3 -5 -6 -7 -8 -9 -10
leaf_value=0.0012027083123037274 -3.6042397340257462e-05 0.0020591866415938572 -0.00061896936461351356 -0.0050485871693560546 0.001111184860671208 -0.0046308576301636924 0.0016401515272191534 -0.0024575250127752885 -0.00018043218400823412
leaf_weight=256.32178223133087 8294.2750704288483 64.884866237640381 117.48941695690155 34.973271369934082 95.085748434066772 32.731720447540283 216.47969257831573 53.580682516098022 394.17801570892334
leaf_count=116 4189 26 71 25 42 28 77 36 170
internal_value=0 0.000236185 -0.00046817 -0.00105325 -0.000483641 -0.00149312 0.000500284 0.000149815 0.000364578
internal_weight=0 1265.73 345.165 280.28 245.307 150.221 920.56 704.08 650.5
internal_count=4780 591 192 166 141 99 399 322 286
is_linear=0
shrinkage=0.06


Tree=865
num_leaves=10
num_cat=0
split_feature=91 97 78 87 79 53 96 12 137
split_gain=0.0240135 0.121324 0.0606321 0.124282 0.124125 0.0788603 0.0654834 0.0656681 0.057652
threshold=0.0095705352723598498 0.0016846025246195497 0.0058306583669036635 0.00062670491752214741 0.0016846025246195497 0.0063990866765379914 0.018276390619575981 0.00075379351619631063 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -5 8 -8 -2
right_child=1 -3 3 5 -6 -7 7 -9 -10
leaf_value=-2.5191499967511226e-05 -0.0001131677377345704 -0.0023714039489137399 0.0011347070240465549 0.00070228804328782528 -0.0028348781629052135 0.0032066752580458 0.0014244730331591344 -0.0015002517719543674 -0.0029582652520815074
leaf_weight=8933.0849682092667 68.681123614311218 53.580682516098022 78.719888210296631 77.647327303886414 44.325191497802734 108.53505396842957 118.4655487537384 36.045832276344299 40.914650559425354
leaf_count=4465 44 36 28 32 33 24 62 21 35
internal_value=0 0.00035896 0.000614125 0.00118435 -0.000295278 0.00216222 -5.35227e-05 0.000742166 -0.00117531
internal_weight=0 626.915 573.335 309.227 123.045 186.182 264.107 154.511 109.596
internal_count=4780 315 279 117 61 56 162 83 79
is_linear=0
shrinkage=0.06


Tree=866
num_leaves=10
num_cat=0
split_feature=136 125 134 97 24 125 32 145 49
split_gain=0.0224821 0.0900029 0.142254 0.145389 0.0892963 0.164223 0.145959 0.174102 0.0995228
threshold=0.0003614811430452392 0.015200819820165636 0.00055427959887310873 0.00017767510871635753 0.019431582652032379 0.0048403022810816774 0.0013986918493174019 0.0016331639490090313 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 7 -7 -8
right_child=1 2 -4 -5 -6 6 8 -9 -10
leaf_value=-6.3151225890529581e-05 7.1204665603839167e-05 -0.00084633455640411117 0.00092281078868771999 -0.0048092335873352451 -0.00085934644625335684 0.0049633874504214377 0.0011977150489070776 0.00090322985824536765 -0.00083371781001587782
leaf_weight=6498.6844279766083 1968.4201472997665 109.40291595458984 91.385920166969299 47.928590655326843 246.76516318321228 71.609519004821777 326.47302389144897 81.057868242263794 118.27269053459167
leaf_count=3248 1020 69 29 41 157 17 117 30 52
internal_value=0 0.00013406 -0.000959962 -0.00205357 0.000230804 0.000335648 0.00120696 0.00280767 0.000657489
internal_weight=0 3061.32 248.717 157.332 2812.6 2565.83 597.413 152.667 444.746
internal_count=4780 1532 139 110 1393 1236 216 47 169
is_linear=0
shrinkage=0.06


Tree=867
num_leaves=10
num_cat=0
split_feature=122 37 105 123 127 79 1 107 80
split_gain=0.0226244 0.0411386 0.0671798 0.0520654 0.0589981 0.0401901 0.067679 0.0723164 0.0418151
threshold=0.0048403022810816774 0.00017767510871635753 0.0019672545604407792 0.0044099434744566688 0.001792412775103003 0.00068727668258361529 0.0027679565828293566 0.00244467705488205 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 7 -7 -8
right_child=1 3 -4 -5 -6 6 8 -9 -10
leaf_value=-2.3026116786357663e-05 0.0020263782715038456 0.0015371669574107188 -0.00060839059248438002 0.0019647866511754335 -0.0022470605640530733 -0.0032307863444260526 0.001913809163224014 -0.00015958383026698717 -0.00022543325442597598
leaf_weight=8999.9102573394775 108.82434129714966 56.70193612575531 51.242702484130859 45.108465075492859 44.325191497802734 43.156201481819153 57.774497032165527 76.574766397476196 76.381908178329468
leaf_count=4532 39 19 34 14 33 32 15 36 26
internal_value=0 0.000369999 0.0011829 4.47205e-05 -0.000199314 9.2927e-05 -0.000229622 -0.00126658 0.000695832
internal_weight=0 560.09 160.067 400.023 354.915 310.589 253.887 119.731 134.156
internal_count=4780 248 73 175 161 128 109 68 41
is_linear=0
shrinkage=0.06


Tree=868
num_leaves=10
num_cat=0
split_feature=58 100 150 61 108 136 109 79 53
split_gain=0.0227254 0.0598382 0.0522638 0.0556796 0.0556737 0.0491571 0.0654204 0.0538676 0.0421857
threshold=0.029773407615721229 0.00044738779251929378 0.0041444667149335155 0.0027679565828293566 0.0087224207818508166 0.00038414125447161501 0.0066005610860884198 0.0019672545604407792 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 8 -5 6 7 -3 -4
right_child=1 2 3 4 -6 -7 -8 -9 -10
leaf_value=-2.3576018180732184e-05 -0.0016702794215050813 -0.00083183314017480311 -0.00015116273951699475 0.0016742592250566497 -0.0010357054535051085 -0.00083997964434207463 0.0023509249676549504 0.0018652350369894731 -0.0024123111691287352
leaf_weight=8976.9398548603058 47.832161545753479 60.691051721572876 85.239842057228088 87.09567654132843 39.745660543441772 39.649231433868408 129.6733033657074 47.542874217033386 45.59061062335968
leaf_count=4414 36 47 68 45 34 29 47 21 39
internal_value=0 0.000362982 0.00054469 -7.06631e-05 0.000825093 0.00111596 0.00144193 0.000352882 -0.000939107
internal_weight=0 583.06 535.228 257.672 126.841 277.556 237.907 108.234 130.83
internal_count=4780 366 330 186 79 144 115 68 107
is_linear=0
shrinkage=0.06


Tree=869
num_leaves=10
num_cat=0
split_feature=41 88 139 73 8 86 133 135 53
split_gain=0.0221394 0.0725098 0.086173 0.36875 0.133516 0.109254 0.0909279 0.288064 0.208836
threshold=0.00040826165059115743 0.0041444667149335155 0.00046126570669002836 0.0023699469165876512 0.0035485138650983576 0.0026833302108570938 0.015675474889576439 0.0015833032084628942 0.01884530205279589
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 -1 -8 -9
right_child=-2 -3 3 4 -6 -7 7 8 -10
leaf_value=0.00016944769782764558 0.00019858113055325023 -0.00035780414503249733 0.00043789899703502506 -0.0017900429374581933 -0.006331253671266703 0.0019609346327012314 -0.001430945064327186 0.00036622670895528173 0.005267037390653137
leaf_weight=4832.3221689462662 1668.399111032486 1965.3225750923157 219.01053082942963 46.470313310623169 46.759600639343262 113.30744314193726 454.76079761981964 175.55320131778717 38.09452497959137
leaf_count=2629 665 919 89 25 40 33 271 101 8
internal_value=0 -4.19829e-05 6.27524e-05 -0.000907398 -0.00406769 0.00011671 7.87215e-05 -0.000577192 0.00124007
internal_weight=0 7891.6 5926.28 312.24 93.2299 5614.04 5500.73 668.409 213.648
internal_count=4780 4115 3196 154 65 3042 3009 380 109
is_linear=0
shrinkage=0.06


Tree=870
num_leaves=10
num_cat=0
split_feature=0 0 45 18 99 30 149 114 61
split_gain=0.0219776 0.12496 0.127884 0.133064 0.175886 0.157227 0.129672 0.141651 0.153845
threshold=0.0087224207818508166 0.0058306583669036635 0.0012357163941487672 0.001792412775103003 0.0030382014811038975 0.0062037324532866487 0.0030382014811038975 0.0092791137285530585 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 -4
right_child=-2 2 6 -5 -6 -7 -8 -9 -10
leaf_value=4.0950046777280508e-05 0.00015019882083567278 -0.0025597000079211614 -0.0040780538646869634 -0.0025908190346856717 0.0028072749498353412 0.0020639322666911905 -0.00018959247474482322 0.00020166083794344289 -0.0012135823423575455
leaf_weight=6116.7867277860641 2565.8332489728928 64.101592659950256 131.90301358699799 44.22876238822937 102.88296210765839 45.108465075492859 266.34870612621307 84.564838290214539 138.24194991588593
leaf_count=3059 1236 45 103 28 29 14 159 33 74
internal_value=0 -5.51009e-05 -0.000724735 0.000402822 0.0010271 -0.00064994 -0.0011901 -0.00194137 -0.00261221
internal_weight=0 6994.17 877.38 256.322 212.093 109.21 621.059 354.71 270.145
internal_count=4780 3544 485 116 88 59 369 210 177
is_linear=0
shrinkage=0.06


Tree=871
num_leaves=10
num_cat=0
split_feature=72 128 123 36 148 91 148 98 46
split_gain=0.0221946 0.0834557 0.0789817 0.151538 0.116285 0.106357 0.11785 0.0914878 0.0775918
threshold=0.0054799309000372895 0.012636432424187662 0.0049928687512874612 0.0048403022810816774 0.0034400182776153092 0.0016331639490090313 0.020035739988088611 0.0013986918493174019 0.029773407615721229
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 -3 6 -6 -5 -2
right_child=1 2 -4 7 5 -7 -8 -9 -10
leaf_value=-7.8880589946940519e-05 0.00031591990630969196 0.0016625666004173474 0.00054934213578854184 -0.0048368875794674738 -0.0042663001370542809 0.00091678675651380717 -0.00049720045532232102 -0.0012340129654736559 -0.00051679095234566808
leaf_weight=5480.1710181236267 3110.858339548111 75.212918162345886 148.28071451187134 51.435560703277588 53.677111625671387 60.208906173706055 67.319275379180908 50.073712468147278 462.76271021366119
leaf_count=3016 1299 25 58 44 41 22 33 33 209
internal_value=0 0.000105955 -0.000615066 -0.00109745 -0.000320682 -0.00114387 -0.00216927 -0.00305962 0.000208089
internal_weight=0 4079.83 506.208 357.927 256.418 181.205 120.996 101.509 3573.62
internal_count=4780 1764 256 198 121 96 74 77 1508
is_linear=0
shrinkage=0.06


Tree=872
num_leaves=10
num_cat=0
split_feature=12 75 131 10 45 117 138 84 78
split_gain=0.0235797 0.0756869 0.0646997 0.0326336 0.0764006 0.131315 0.123118 0.218319 0.113232
threshold=0.052634395658969886 0.023343417793512348 0.0013146653072908523 0.0013986918493174019 0.0014427106943912806 0.0012357163941487672 0.0079489401541650313 0.0013986918493174019 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 -1 -8 -7
right_child=1 -3 -4 -5 5 8 7 -9 -10
leaf_value=0.00022803027052147409 0.00012988997349520174 -0.0011175563663976208 0.0023690907477883698 4.850052742520365e-05 -0.0033016307937606092 -0.00097042993367333177 -0.00020512323605716438 -0.0044859243112931506 0.0008569742497642731
leaf_weight=1375.2245415449142 97.230870246887207 69.753684520721436 88.951511025428772 7018.2336627244949 65.367011785507202 448.81941843032837 171.5640857219696 57.184081673622131 167.6713992357254
leaf_count=665 34 40 22 3540 51 261 73 44 50
internal_value=0 0.000568149 0.0011997 -1.56286e-05 -0.000212526 -0.000744547 1.36396e-05 -0.00127527 -0.000473418
internal_weight=0 255.936 186.182 9304.06 2285.83 681.858 1603.97 228.748 616.491
internal_count=4780 96 56 4684 1144 362 782 117 311
is_linear=0
shrinkage=0.06


Tree=873
num_leaves=10
num_cat=0
split_feature=43 149 128 23 76 12 58 112 145
split_gain=0.0226684 0.107278 0.184634 0.130039 0.185748 0.265845 0.148696 0.12454 0.124538
threshold=0.0011261500185355546 0.0013986918493174019 0.0019071503775194289 0.0049928687512874612 0.000490355829242617 0.0053125319536775359 0.0053125319536775359 0.00040826165059115743 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 8 7 5 6 -5 -4 -3
right_child=-2 2 3 4 -6 -7 -8 -9 -10
leaf_value=-6.1486317334873955e-05 -0.00012504394569486896 0.0016361133668267895 -0.0032840716812201146 -0.0062911087362185949 0.0020388095066156187 0.00070755732837354422 -0.0012389739552000195 0.00056210824924842482 4.8024936225042946e-05
leaf_weight=4870.8852952718735 3376.0397591590881 540.90402376651764 87.481392979621887 37.407680511474609 131.9148542881012 156.46364462375641 47.735732436180115 46.373884201049805 264.79399967193604
leaf_count=2244 1934 207 65 32 44 65 31 20 138
internal_value=0 6.82659e-05 0.000549585 -0.000346982 0.000228038 -0.000760624 -0.00345862 -0.00195157 0.00111419
internal_weight=0 6183.96 1313.08 507.377 373.522 241.607 85.1434 133.855 805.698
internal_count=4780 2846 602 257 172 128 63 85 345
is_linear=0
shrinkage=0.06


Tree=874
num_leaves=10
num_cat=0
split_feature=124 132 73 44 148 85 144 109 34
split_gain=0.0232069 0.0869152 0.0810266 0.0944352 0.123866 0.0852683 0.0871565 0.106677 0.0810449
threshold=0.013860232196748258 0.0062037324532866487 0.0044099434744566688 0.011519505176693203 0.0070226341485977182 0.002945306478068233 0.0053125319536775359 0.0017376682371832433 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 7 -7 -4
right_child=1 -3 5 -5 -6 6 -8 -9 -10
leaf_value=-4.2390229459806738e-05 0.00044003958526145836 -0.00038143375061195262 0.0005449961134021662 0.0013265238565546415 -0.0020634541685616674 0.00067739614697653633 0.00089826210326337727 -0.0033784800307224074 0.0027760204853583595
leaf_weight=7929.5146633386612 153.53524923324585 582.49367809295654 100.83426940441132 113.30744314193726 132.58985805511475 50.856986045837402 313.71056282520294 43.156201481819153 140.0013552904129
leaf_count=4054 92 277 42 33 79 14 111 32 46
internal_value=0 0.000206156 0.000532749 -0.000139514 -0.000720075 0.00094678 0.000418034 -0.00118443 0.00184192
internal_weight=0 1630.49 1047.99 399.433 286.125 648.559 407.724 94.0132 240.836
internal_count=4780 726 449 204 171 245 157 46 88
is_linear=0
shrinkage=0.06


Tree=875
num_leaves=10
num_cat=0
split_feature=52 19 148 143 128 14 118 15 47
split_gain=0.0257116 0.094574 0.125834 0.0934965 0.0844781 0.0990463 0.0889939 0.0878034 0.0983773
threshold=0.00047558375808876013 0.011880517937242987 0.041476719081401832 0.0044099434744566688 0.0084566329605877417 0.00062670491752214741 0.0038949446752667431 0.016668972559273246 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 8 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.0014832371097251568 -3.7019013833599711e-05 -0.0021783914586150418 0.0011200988119178814 -0.0011865815716811132 -0.00019465798106391925 0.0018281927539537113 0.0029414036320599131 -0.0024747541419256201 0.0012353249148711694
leaf_weight=68.777552723884583 8374.6579349040985 116.5132851600647 64.788437128067017 107.06493592262268 271.42222332954407 312.63800191879272 40.528934121131897 45.59061062335968 158.01835107803345
leaf_count=49 4184 80 21 67 124 115 15 39 86
internal_value=0 0.000261546 -0.000999671 0.000489287 0.000689322 0.00107287 0.000318223 -7.20849e-05 0.000410901
internal_weight=0 1185.34 181.302 1004.04 896.976 625.553 312.915 272.387 226.796
internal_count=4780 596 101 495 428 304 189 174 135
is_linear=0
shrinkage=0.06


Tree=876
num_leaves=10
num_cat=0
split_feature=52 19 44 125 18 142 89 73 20
split_gain=0.0227187 0.0835656 0.0895692 0.0717928 0.128457 0.0809545 0.0851753 0.0788425 0.0746439
threshold=0.00047558375808876013 0.011880517937242987 0.015675474889576439 0.012252715881913902 0.015675474889576439 0.0011980500421486797 0.0030382014811038975 0.0012357163941487672 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 8 7 -7 -1
right_child=-2 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00033412247602937598 -3.4797879984492697e-05 -0.0022541155768026695 0.00041338911140129217 0.0015185527389870929 0.0030052345451702465 -0.00080605958195986694 0.0012640542232103668 -0.0040649047897953873 0.00099251433976098443
leaf_weight=309.40847849845886 8374.6579349040985 91.964494824409485 89.337227463722229 187.54422950744629 55.436517000198364 69.946542739868164 37.021964073181152 43.252630591392517 301.43024730682373
leaf_count=186 4184 59 42 67 13 50 12 37 130
internal_value=0 0.000245853 -0.000939691 0.00045993 0.00021677 1.36551e-05 -0.00123419 -0.00205124 0.000320532
internal_weight=0 1185.34 181.302 1004.04 816.496 761.06 150.221 113.199 610.839
internal_count=4780 596 101 495 428 415 99 87 316
is_linear=0
shrinkage=0.06


Tree=877
num_leaves=10
num_cat=0
split_feature=50 46 46 55 125 133 113 0 1
split_gain=0.0226394 0.119949 0.129461 0.107508 0.12751 0.143087 0.118704 0.172323 0.203389
threshold=0.0053125319536775359 0.040252277627587325 0.0013560238294303419 0.0017376682371832433 0.00062670491752214741 0.029773407615721229 0.0070226341485977182 0.011519505176693203 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 -6
right_child=-2 -3 3 -5 5 -7 -8 -9 -10
leaf_value=0.00021241571241560465 0.00010540417647241002 0.00096253609435596873 0.00020505064233503146 0.00053270460099813684 -0.0021460584218664864 0.00093777450583654241 0.00037054093413894983 -0.00022725694547373528 -0.00042018914293822323
leaf_weight=2033.1121553182602 4150.7773082256317 369.53279626369476 623.21547043323517 382.19882822036743 703.2853661775589 160.94674646854401 222.80678820610046 536.2162230014801 377.90858459472656
leaf_count=1036 2164 144 302 145 400 59 107 262 161
internal_value=0 -8.08821e-05 -0.00015739 -0.000407461 -0.000544381 -0.000777774 -0.000927817 -0.00110667 -0.00154282
internal_weight=0 5409.22 5039.69 3006.58 2624.38 2001.16 1840.22 1617.41 1081.19
internal_count=4780 2616 2472 1436 1291 989 930 823 561
is_linear=0
shrinkage=0.06


Tree=878
num_leaves=10
num_cat=0
split_feature=67 107 148 81 35 149 143 53 1
split_gain=0.0218463 0.0671483 0.0995436 0.0589116 0.0465756 0.0797759 0.0977795 0.162965 0.0773256
threshold=0.0068083447404205808 0.00073092587990686308 0.0045489775948226461 0.0035485138650983576 0.016164712607860569 0.0021592099219560628 0.00085274505545385193 0.00093549740267917525 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 6 -6 -8 -9
right_child=1 3 -4 -5 5 -7 7 8 -10
leaf_value=1.5198119677211179e-05 -0.0026249585016062185 0.0027428550852781684 0.00051735151921437363 0.00054671378718536214 0.00074453536656841261 0.00050622612621868766 -0.0038497673940316953 1.1494116561216744e-05 -0.0024756852490001235
leaf_weight=8566.094850897789 54.749672532081604 55.629375219345093 107.65535128116608 209.8514689207077 86.902818322181702 177.6983231306076 80.563881993293762 157.92192196846008 62.932602643966675
leaf_count=4274 37 23 38 91 35 93 64 81 44
internal_value=0 0.000419018 -0.000541978 0.0010069 -1.96331e-05 -0.000546767 -0.00102862 -0.00153985 -0.000697229
internal_weight=0 427.886 162.405 265.481 9132.11 566.02 388.321 301.418 220.855
internal_count=4780 189 75 114 4591 317 224 189 125
is_linear=0
shrinkage=0.06


Tree=879
num_leaves=10
num_cat=0
split_feature=10 18 11 131 59 67 5 36 101
split_gain=0.022324 0.100916 0.123981 0.177488 0.154303 0.172379 0.133763 0.212548 0.120745
threshold=0.0035485138650983576 0.0031340263085439806 0.004017772153019906 0.011880517937242987 0.01884530205279589 0.00040826165059115743 0.000490355829242617 0.00017767510871635753 0.028020657598972324
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 -5
right_child=1 -3 3 8 -6 6 7 -9 -10
leaf_value=9.505126909763737e-05 2.1914120245869137e-05 0.00046506705258875849 -0.00014697009411415805 -0.0027083266468985131 0.00088804442124517063 -0.0036463148688603121 0.0014443475845266527 -0.0026095357319822579 0.001174774882251061
leaf_weight=4607.827019572258 2614.6060202121735 956.71427512168884 573.22634637355804 206.13979995250702 268.69852685928345 105.20910143852234 77.550898194313049 116.5132851600647 33.514994025230408
leaf_count=2196 1440 366 333 137 102 90 27 80 9
internal_value=0 -8.84419e-05 -0.00022098 -0.000680893 -0.000369166 -0.000756342 -0.00192353 -0.000989544 -0.00216529
internal_weight=0 4952.17 3995.46 1380.85 1141.2 872.5 299.273 194.064 239.655
internal_count=4780 2584 2218 778 632 530 197 107 146
is_linear=0
shrinkage=0.06


Tree=880
num_leaves=10
num_cat=0
split_feature=76 91 40 149 43 65 14 4 29
split_gain=0.022382 0.0392256 0.0313335 0.0313063 0.159036 0.179723 0.176548 0.167043 0.191291
threshold=0.004017772153019906 0.0016331639490090313 0.0048403022810816774 0.00060774214216507982 0.00017767510871635753 0.0014881226234138014 0.002945306478068233 0.0015833032084628942 0.007706565549597145
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 7 -7 8 -5
right_child=1 2 -4 4 -6 6 -8 -9 -10
leaf_value=0.00012250402916944261 -0.00012019008382138032 0.00054721763001372404 0.0023854426728791493 -0.0023506405514305937 1.3548013694077693e-05 -0.0048264829571037339 -0.00076075504092670419 0.00091712706946922584 0.00065068913228054782
leaf_weight=3566.4024107456207 168.23813319206238 89.626514792442322 53.194966077804565 212.08117914199829 4994.2568879127502 75.887921929359436 77.936614632606506 202.83752882480621 119.53810966014862
leaf_count=1551 139 57 16 147 2620 60 47 85 58
internal_value=0 0.000500606 0.00123188 -1.68363e-05 -0.000104287 -0.000959316 -0.00276654 -0.000439169 -0.00126876
internal_weight=0 311.06 142.821 9248.94 5682.54 688.281 153.825 534.457 331.619
internal_count=4780 212 73 4568 3017 397 107 290 205
is_linear=0
shrinkage=0.06


Tree=881
num_leaves=10
num_cat=0
split_feature=14 27 75 144 145 4 46 32 40
split_gain=0.0217413 0.119859 0.132244 0.134322 0.168292 0.158515 0.256923 0.192427 0.190554
threshold=0.0013560238294303419 0.015675474889576439 0.0015349716995842757 0.0045489775948226461 0.0045489775948226461 0.00096484774257987748 0.0020292587578296666 0.002945306478068233 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -7 8 -8
right_child=-2 -3 3 4 -6 6 7 -9 -10
leaf_value=0.000145181735344441 9.5028488116345817e-05 0.0022925516685433881 -0.0015845471404282924 0.00050439472930734013 -0.0028664287278695774 0.0010628218553211954 -0.0037933268834083106 -0.0040275470515372929 -0.00018739099779095067
leaf_weight=2834.5690014362335 4545.8705487251282 75.116489052772522 573.22634637355804 618.26206374168396 58.353071689605713 316.14497196674347 60.594622611999512 69.946542739868164 407.91660857200623
leaf_count=1638 2143 20 333 224 45 118 42 50 167
internal_value=0 -8.6154e-05 -0.000122331 -0.000482656 0.000213686 -0.000812637 -0.000294877 -0.00109202 -0.000653763
internal_weight=0 5014.13 4939.01 2104.44 676.615 1427.83 854.603 538.458 468.511
internal_count=4780 2637 2617 979 269 710 377 259 209
is_linear=0
shrinkage=0.06


Tree=882
num_leaves=10
num_cat=0
split_feature=58 43 79 138 144 78 8 83 41
split_gain=0.0208044 0.054884 0.102927 0.151528 0.147514 0.166503 0.390471 0.143052 0.111668
threshold=0.0062037324532866487 0.0011261500185355546 0.010500331409275534 0.0026833302108570938 0.0045489775948226461 0.0049928687512874612 0.0066005610860884198 0.0081988852471113222 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7 -8 -6
right_child=-2 2 3 -5 8 6 7 -9 -10
leaf_value=4.4992547344561594e-05 0.00014964498926943849 -0.00030650191213805263 0.0019455338145862328 -0.0015459473443010742 -0.00028714109546171019 -0.0035160458254668071 -0.0029049028750561799 0.00094806457229080154 0.0019296425863845996
leaf_weight=5286.6109582185745 2477.7022371292114 815.12269127368927 149.25684630870819 63.908734440803528 204.39223527908325 221.52952837944031 44.22876238822937 160.85031735897064 136.39795613288879
leaf_count=2339 1495 476 49 35 106 160 28 54 38
internal_value=0 -5.23525e-05 -0.000338942 0.00089876 -0.00050566 -0.000809135 -0.00176952 0.000117107 0.000600105
internal_weight=0 7082.3 1795.69 213.166 1582.52 1241.73 426.609 205.079 340.79
internal_count=4780 3285 946 84 862 718 242 82 144
is_linear=0
shrinkage=0.06


Tree=883
num_leaves=10
num_cat=0
split_feature=45 23 70 17 54 129 61 23 106
split_gain=0.0204974 0.0681313 0.0742682 0.108284 0.0742929 0.0771101 0.108503 0.0619223 0.201017
threshold=0.000490355829242617 0.030689206905663017 0.0022272822679951791 0.000490355829242617 0.0020292587578296666 0.007706565549597145 0.00064626874518580746 0.0081988852471113222 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 6 -6 -1 -9
right_child=-2 -3 3 -5 5 -7 -8 8 -10
leaf_value=-0.00016974587931820127 -3.4320396798066969e-05 0.0021171827841949568 -0.00085028117367359757 0.0022818609932648321 0.001143492092362507 0.0019992089090577515 -0.0022505054456114135 0.00080540690994027107 -0.0047467694269755951
leaf_weight=669.7822128534317 8294.2750704288483 64.981295347213745 59.329203486442566 120.32138323783875 92.651339292526245 110.96946310997009 53.484253406524658 49.784425139427185 44.421620607376099
leaf_count=332 4189 31 36 39 35 31 31 18 38
internal_value=0 0.000224901 0.000122495 0.00124748 -7.54335e-05 0.000806793 -9.86791e-05 -0.000372329 -0.00181265
internal_weight=0 1265.73 1200.74 179.651 1021.09 257.105 146.136 763.988 94.206
internal_count=4780 591 560 75 485 97 66 388 56
is_linear=0
shrinkage=0.06


Tree=884
num_leaves=10
num_cat=0
split_feature=146 140 93 95 20 101 23 45 99
split_gain=0.0230138 0.0911418 0.115192 0.20539 0.24078 0.147926 0.156289 0.139151 0.204775
threshold=0.0036604277556762104 0.031632266007363803 0.00040826165059115743 0.0058306583669036635 0.0016846025246195497 0.0042751494329422721 0.0044099434744566688 0.0022975050378590827 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -5 8 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00010851495577702276 -0.0012024428894399223 0.00077890839135286789 -0.0002001929813789526 0.00073733441805845913 -0.005133167739474042 0.0018154212934446609 -0.0037833494650702931 0.0013372485169498918 0.00098516009397986112
leaf_weight=4052.9560226202011 260.4073269367218 598.47382187843323 3386.8973194360733 52.122405171394348 45.494181513786316 74.043928146362305 58.353071689605713 654.11503779888153 377.13715171813965
leaf_count=2159 149 271 1722 20 34 24 45 235 121
internal_value=0 7.98625e-05 -5.36815e-06 0.000428268 -0.00122361 -0.000259688 -0.00165049 0.000722427 9.16258e-05
internal_weight=0 5507.04 4908.57 1521.67 230.014 184.519 110.475 1291.66 637.544
internal_count=4780 2621 2350 628 123 89 65 505 270
is_linear=0
shrinkage=0.06


Tree=885
num_leaves=10
num_cat=0
split_feature=122 97 43 104 144 116 131 144 18
split_gain=0.022331 0.0468649 0.0535968 0.0566026 0.0511475 0.0463612 0.0384947 0.26174 0.103324
threshold=0.0048403022810816774 0.0026012937305495147 0.00064626874518580746 0.0049928687512874612 0.00017767510871635753 0.0010585968848317864 0.13848232477903369 0.00039601318712811922 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 4 -3 -4 -2 -6 -1 -8 -9
right_child=1 2 3 -5 5 -7 7 8 -10
leaf_value=-7.5168481989388127e-06 0.0011881160771670804 -0.00044585766563912994 0.0029829127242186498 0.00046857732492452432 -0.0020511110639042348 -5.7524455179535218e-05 0.0023172485052655686 -0.0049759372732779798 -0.00073305685160918719
leaf_weight=8864.1027165651321 95.182177543640137 53.29139518737793 69.367968082427979 60.208906173706055 51.339131593704224 230.70043098926544 52.025976061820984 46.759600639343262 37.021964073181152
leaf_count=4465 47 21 20 22 39 99 15 40 12
internal_value=0 0.000367593 0.00115586 0.00181461 -1.45424e-05 -0.000420413 -2.28763e-05 -0.00102538 -0.00310106
internal_weight=0 560.09 182.868 129.577 377.222 282.04 8999.91 135.808 83.7816
internal_count=4780 248 63 42 185 138 4532 67 52
is_linear=0
shrinkage=0.06


Tree=886
num_leaves=10
num_cat=0
split_feature=99 51 51 129 74 33 95 94 98
split_gain=0.020814 0.058198 0.114204 0.112054 0.105641 0.0967033 0.095619 0.103639 0.0822511
threshold=0.00017767510871635753 0.0018488886416889729 0.00043393640953581786 0.0018488886416889729 0.0070226341485977182 0.00093549740267917525 0.0019071503775194289 0.0010918468469753864 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -4 -8
right_child=-2 -3 6 4 -6 -7 8 -9 -10
leaf_value=0.00025113681949454617 -4.5862155532981197e-05 -0.00026225816550800787 0.00049532808918762643 -0.0044709246144672594 0.00088230499861921097 -0.00067733680705504059 -0.0022367245196314636 0.002086239465909575 0.0011727636937271123
leaf_weight=468.0054042339325 7537.3244333267212 719.45836818218231 320.32694578170776 53.677111625671387 40.528934121131897 44.035904169082642 58.353071689605713 273.08519959449768 45.204894185066223
leaf_count=302 3689 404 156 41 15 18 45 91 19
internal_value=0 0.000170901 0.000410033 -0.000192201 -0.00169308 -0.00276128 0.000933875 0.00122746 -0.000748422
internal_weight=0 2022.68 1303.22 606.247 138.242 97.713 696.97 593.412 103.558
internal_count=4780 1091 687 376 74 59 311 247 64
is_linear=0
shrinkage=0.06


Tree=887
num_leaves=10
num_cat=0
split_feature=108 30 142 51 100 36 79 22 11
split_gain=0.0220766 0.0970167 0.0828284 0.13174 0.117859 0.113235 0.125848 0.0784319 0.0694655
threshold=0.021960759535431865 0.0031340263085439806 0.021960759535431865 0.0015833032084628942 0.00044738779251929378 0.0026833302108570938 0.0013146653072908523 0.00077738583786413084 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 8 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-3.0005647868938786e-05 0.00084160284362071191 0.0017387699297250724 -0.0020264837552774937 0.0038284177024920534 0.00057134868384049492 0.0020350869095175678 -0.003137065908139486 0.0018345459500769994 -0.0018495643816287719
leaf_weight=8625.8216115236282 51.146273374557495 139.12165260314941 65.270582675933838 45.108465075492859 352.86580801010132 47.446445107460022 80.660311102867126 46.27745509147644 106.28166234493256
leaf_count=4271 29 60 46 14 174 16 69 15 86
internal_value=0 0.00027706 2.1285e-05 0.000204433 0.000940522 -0.000678429 -0.00113118 -0.000336917 -0.000975239
internal_weight=0 934.179 795.057 729.786 397.974 331.812 284.366 203.705 157.428
internal_count=4780 509 449 403 188 215 199 130 115
is_linear=0
shrinkage=0.06


Tree=888
num_leaves=10
num_cat=0
split_feature=33 81 119 50 19 29 53 113 83
split_gain=0.025293 0.0873126 0.108055 0.129807 0.139142 0.105366 0.16381 0.0954375 0.19977
threshold=0.0098710241727530974 0.020658296532928947 0.00044738779251929378 0.0016846025246195497 0.0072436286136507997 0.0087224207818508166 0.0014881226234138014 0.0084566329605877417 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -5 8 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-4.3259007010476889e-05 -0.00076035396406078505 0.0012335803704716197 0.0011472384657553894 0.00048104755783014906 0.00056798654955580649 0.00031002077303565208 -0.0032065103935580625 0.00019600800652312417 -0.0063515690750819967
leaf_weight=7990.1329673528671 56.991223454475403 256.12892401218414 249.21141302585602 67.415704488754272 595.25613915920258 133.66241896152496 121.57496166229248 51.049844264984131 38.576670527458191
leaf_count=3978 34 106 105 38 283 75 104 24 33
internal_value=0 0.000220175 2.25993e-05 -0.000240685 2.41139e-05 -0.000979266 -0.00189111 -0.00189847 -0.00301729
internal_weight=0 1569.87 1313.74 1064.53 917.909 322.653 188.991 146.618 95.5679
internal_count=4780 802 696 591 500 217 142 91 67
is_linear=0
shrinkage=0.06


Tree=889
num_leaves=10
num_cat=0
split_feature=24 40 140 141 5 69 83 19 72
split_gain=0.0207554 0.0828701 0.124831 0.0854741 0.0814371 0.127342 0.110854 0.101415 0.0925808
threshold=0.00047558375808876013 0.018276390619575981 0.076978169381618514 0.0010263677686452868 0.00057154725072905432 0.0005375427135732026 0.02636832278221846 0.011880517937242987 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 8 -1
right_child=-2 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-0.0009639423041062613 -3.5685046870297019e-05 0.0014716285397428019 0.0028610606983443172 -0.00031785690725196218 0.0012067427710782533 -0.0018792894565063988 -0.0026649927395388795 -0.0031680288752983904 0.00054400933151775577
leaf_weight=249.4888596534729 8220.6286994218826 166.50240921974182 87.975379228591919 46.566742420196533 255.15279221534729 59.329203486442566 78.225901961326599 40.81822144985199 355.31205785274506
leaf_count=179 4126 49 31 30 115 36 62 30 122
internal_value=0 0.000219023 4.12014e-05 0.0017608 -0.000181617 0.000624541 -0.00053186 -0.000273401 -7.80419e-05
internal_weight=0 1339.37 1172.87 134.542 1038.33 314.482 723.845 645.619 604.801
internal_count=4780 654 605 61 544 151 393 331 301
is_linear=0
shrinkage=0.06


Tree=890
num_leaves=10
num_cat=0
split_feature=86 94 107 100 89 43 33 62 126
split_gain=0.0221221 0.0679132 0.152123 0.121171 0.295801 0.164306 0.145767 0.115904 0.108361
threshold=0.00096484774257987748 0.0042751494329422721 0.0027679565828293566 0.0033348383149132137 0.0015349716995842757 0.00075379351619631063 0.0036604277556762104 0.00085274505545385193 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -5 -8 -9
right_child=1 -3 3 6 -6 -7 7 8 -10
leaf_value=5.9081779555359175e-05 2.509128234195753e-05 0.00023520484014593647 -0.0070757339692116865 0.00090527016874121643 0.00022887010762751201 -0.002583072835113148 -0.0047383813502024719 -0.0030314236844677343 0.00021550507506748221
leaf_weight=6737.0382807254791 1165.7824704647064 1071.6728538274765 44.421620607376099 156.36721551418304 99.665279388427734 86.119544744491577 33.900710463523865 56.01509165763855 109.01719951629639
leaf_count=3565 476 425 38 60 41 54 29 43 49
internal_value=0 -0.000141 -0.000371212 -0.00116028 -0.0022326 -0.00411187 -0.000465498 -0.00154296 -0.000886564
internal_weight=0 2822.96 1751.29 585.507 230.206 130.541 355.3 198.933 165.032
internal_count=4780 1215 790 314 133 92 181 121 92
is_linear=0
shrinkage=0.06


Tree=891
num_leaves=10
num_cat=0
split_feature=93 38 38 44 97 3 65 20 125
split_gain=0.0232003 0.0573217 0.0825055 0.0669652 0.0649326 0.110859 0.0602934 0.052203 0.051765
threshold=0.016668972559273246 0.0045489775948226461 0.00093549740267917525 0.032603342086076743 0.0022975050378590827 0.00096484774257987748 0.00068727668258361529 0.00090704852482303988 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 -5 -4 -2
right_child=1 -3 7 6 -6 -7 -8 -9 -10
leaf_value=-3.2297637535408627e-05 0.00050840520092004901 0.0018920138129426012 -0.0025425999896997275 0.00078132230896612968 -0.0021528743558376726 0.0017752356103737912 0.0036237051766515953 -0.00012690328271625052 -0.00070634471342774236
leaf_weight=8540.2924821376801 239.84765219688416 72.874938130378723 60.78748083114624 90.602646589279175 41.987211465835571 140.19421350955963 38.190954089164734 68.48826539516449 266.73442256450653
leaf_count=4188 156 23 52 48 31 56 13 34 179
internal_value=0 0.0002705 0.000145697 0.000368415 0.000133599 0.000282031 0.00162417 -0.0012628 -0.000131206
internal_weight=0 1019.71 946.833 817.557 688.763 646.776 128.794 129.276 506.582
internal_count=4780 592 569 483 422 391 61 86 335
is_linear=0
shrinkage=0.06


Tree=892
num_leaves=10
num_cat=0
split_feature=112 150 11 38 11 98 87 106 68
split_gain=0.0205012 0.0458769 0.0814796 0.0904096 0.0713203 0.0883744 0.0506795 0.0394471 0.0435409
threshold=0.0062037324532866487 0.00068727668258361529 0.00017767510871635753 0.0060143163427710542 0.0062037324532866487 0.0044099434744566688 0.0013146653072908523 0.00099512818269431613 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6 -7 -9
right_child=1 2 3 -5 6 7 -8 8 -10
leaf_value=-2.2555548683315687e-05 -0.0013698966288992066 0.0023656589164870526 -0.0020893048764710955 0.0026011155298680567 -0.00017804933871556734 0.0019668438867083151 0.0020771413691399289 0.0010293790549629638 -0.0011472151123601501
leaf_weight=8968.9497829675674 51.435560703277588 73.26065456867218 98.19516134262085 50.856986045837402 68.584694504737854 34.876842260360718 75.212918162345886 54.556814312934875 84.070852041244507
leaf_count=4417 44 43 84 14 39 20 25 27 67
internal_value=0 0.000342271 0.000505473 0.000213253 -7.90225e-05 -0.000650903 0.00100152 0.000163163 -0.000290618
internal_weight=0 591.05 539.615 466.354 415.497 271.7 143.798 173.505 138.628
internal_count=4780 363 319 276 262 198 64 114 94
is_linear=0
shrinkage=0.06


Tree=893
num_leaves=10
num_cat=0
split_feature=126 101 22 104 65 91 27 87 8
split_gain=0.0220979 0.0432863 0.0583271 0.0329891 0.127137 0.0905989 0.113848 0.118986 0.170327
threshold=0.0045489775948226461 0.0060143163427710542 0.0013146653072908523 0.0063990866765379914 0.041476719081401832 0.0042751494329422721 0.010180860292166473 0.00080172589514404546 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 7 -5 -9
right_child=1 -3 -4 4 -6 -7 -8 8 -10
leaf_value=4.9526118112330531e-05 0.00047445772353458312 0.0023386863839649076 -0.002507674766144447 -0.00013253157580569552 0.0031726800109167516 0.00040982496588603715 0.0010588528992279218 -0.00054042468140674024 -0.0024267315806449342
leaf_weight=6808.8034323453903 288.25838840007782 39.45637321472168 25.717780351638794 864.03925442695618 39.359944105148315 548.49653851985931 159.77775645256042 530.94984757900238 255.14095151424408
leaf_count=3292 222 19 22 449 14 243 58 287 174
internal_value=0 0.000465579 0.000230191 -1.78732e-05 -0.000209263 -0.000265705 -0.000470426 -0.000618502 -0.00115266
internal_weight=0 353.433 313.976 9206.57 2397.76 2358.4 1809.91 1650.13 786.091
internal_count=4780 263 244 4517 1225 1211 968 910 461
is_linear=0
shrinkage=0.06


Tree=894
num_leaves=10
num_cat=0
split_feature=33 33 100 68 97 147 24 25 78
split_gain=0.0243288 0.0681198 0.100295 0.132002 0.131244 0.19615 0.158662 0.110267 0.137639
threshold=0.0098710241727530974 0.0046923852059990176 0.00099512818269431613 0.0010263677686452868 0.0042751494329422721 0.0062037324532866487 0.0054799309000372895 0.0079489401541650313 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 8 -4
right_child=-2 2 4 -5 5 -7 -8 -9 -10
leaf_value=3.1103667703931069e-05 0.00021593764085158339 -0.00017241918161591289 -0.000816766317987995 -0.0051881012358760692 0.0027612289867502584 -0.00097449258332205156 0.00032307801988781543 0.00027962072205417937 -0.0030266879698064384
leaf_weight=6793.4018632173538 1569.8672995567322 39.45637321472168 239.84765219688416 36.238690495491028 111.06589221954346 92.940626621246338 376.14917922019958 125.1902015209198 175.84248864650726
leaf_count=3328 802 19 156 31 36 50 189 53 116
internal_value=0 -4.24265e-05 -0.00045983 -0.00257366 -0.0003171 0.00105932 -0.000623304 -0.00128146 -0.00175159
internal_weight=0 7990.13 1196.73 75.6951 1121.04 204.007 917.03 540.88 415.69
internal_count=4780 3978 650 50 600 86 514 325 272
is_linear=0
shrinkage=0.06


Tree=895
num_leaves=10
num_cat=0
split_feature=23 85 142 131 148 40 20 29 42
split_gain=0.021113 0.0792822 0.0885716 0.101913 0.110053 0.113943 0.096515 0.0907824 0.0855044
threshold=0.0049928687512874612 0.029773407615721229 0.00096484774257987748 0.0079489401541650313 0.00017767510871635753 0.0048403022810816774 0.00055427959887310873 0.00057154725072905432 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -4 -5
right_child=1 -3 7 8 5 6 -8 -9 -10
leaf_value=-0.00012521290274058132 0.0027010136340514051 0.0014635617042484006 -0.0029459969239642287 0.0041310367273330205 0.00043848889965672581 -6.2811430591979721e-05 -0.0045224523166933961 -2.1671661938296131e-05 0.00086705487826737888
leaf_weight=3216.7069226503372 61.570754408836365 142.33933532238007 38.480241417884827 52.025976061820984 334.64411330223083 36.045832276344299 33.900710463523865 5579.3050856590271 64.981295347213745
leaf_count=1601 33 48 28 15 183 21 29 2791 31
internal_value=0 6.34959e-05 3.13582e-05 0.000735167 0.000337786 -2.1851e-05 -0.00222425 -4.17025e-05 0.00231835
internal_weight=0 6343.29 6200.95 583.169 466.161 404.591 69.9465 5617.79 117.007
internal_count=4780 3179 3131 312 266 233 50 2819 46
is_linear=0
shrinkage=0.06


Tree=896
num_leaves=10
num_cat=0
split_feature=146 141 95 105 98 8 31 24 91
split_gain=0.0209248 0.075902 0.148853 0.12152 0.11742 0.148018 0.234873 0.130868 0.112917
threshold=0.0036604277556762104 0.0011980500421486797 0.00087947337306104611 0.007706565549597145 0.019431582652032379 0.0013560238294303419 0.00017767510871635753 0.0081988852471113222 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 -7 -4
right_child=-2 3 8 -5 -6 6 -8 -9 -10
leaf_value=-0.00034865046938471349 7.6151705998198376e-05 0.00026774221680921328 0.0001347142358998909 -0.0031337820561077334 0.00067423192477066279 -0.0027799754026243805 -0.00030346733600165144 -1.2461183584951308e-05 0.0014792701758090038
leaf_weight=946.65182912349701 5507.0442442893982 616.97296321392059 512.05314910411835 54.749672532081604 387.34509313106537 276.568488240242 778.60655415058136 79.105604648590088 400.90266847610474
leaf_count=500 2621 336 261 37 233 212 371 48 161
internal_value=0 -0.000103473 0.000178518 -0.000342556 -0.000271098 -0.000480188 -0.000887012 -0.00216445 0.000725144
internal_weight=0 4052.96 1859.61 2193.35 2138.6 1751.25 1134.28 355.674 912.956
internal_count=4780 2159 922 1237 1200 967 631 260 422
is_linear=0
shrinkage=0.06


Tree=897
num_leaves=10
num_cat=0
split_feature=20 59 32 142 110 114 37 91 133
split_gain=0.0211283 0.136125 0.18554 0.167796 0.241485 0.154814 0.129913 0.129855 0.168362
threshold=0.0014881226234138014 0.0098710241727530974 0.00077738583786413084 0.021960759535431865 0.0011261500185355546 0.0012745757703669371 0.0098710241727530974 0.0011261500185355546 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 5 4 -4 -3 7 8 -2
right_child=1 2 3 -5 -6 -7 -8 -9 -10
leaf_value=6.0202549406923795e-05 -0.00012027518311906655 -0.00095221069749994094 0.00021380061033481014 0.0010929909382008042 -0.0037708623896700356 -0.0043522767163534258 -0.0012426940661644141 0.00056567177336166834 -0.0031689462194696809
leaf_weight=6568.040555357933 666.46810102462769 109.21005773544312 143.70118355751038 192.02733135223389 88.45752477645874 86.312402963638306 241.99277400970459 1391.5058133602142 72.284522771835327
leaf_count=3327 339 59 59 61 56 64 148 615 52
internal_value=0 -0.000132158 -0.000923983 -0.000219134 -0.00130444 -0.00245315 7.46916e-05 0.000224344 -0.000418578
internal_weight=0 2991.96 619.709 424.186 232.159 195.522 2372.25 2130.26 738.753
internal_count=4780 1453 299 176 115 123 1154 1006 391
is_linear=0
shrinkage=0.06


Tree=898
num_leaves=10
num_cat=0
split_feature=22 22 9 9 13 125 147 30 133
split_gain=0.0206937 0.0871954 0.108515 0.17094 0.184046 0.154732 0.113268 0.155647 0.107322
threshold=0.00073092587990686308 0.00040826165059115743 0.0011261500185355546 0.00068727668258361529 0.0005375427135732026 0.00042089859198313212 0.0033348383149132137 0.0051502294372767219 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -4 -7 -8 -3
right_child=-2 2 5 -5 -6 6 7 -9 -10
leaf_value=4.150624373277795e-05 0.00014575210380710183 -0.0021425035518799146 0.0012821153730488929 0.0012486690390701566 0.00064127954580359798 -0.00092752399651372872 -0.0051002303248777869 -0.00037081744345944788 -0.00011648483598065737
leaf_weight=5823.9014456272125 2565.6640721559525 272.48294353485107 56.798365235328674 221.44493997097015 240.83562469482422 120.89995789527893 77.056911945343018 37.118393182754517 143.79761266708374
leaf_count=3074 1108 179 24 96 88 69 61 17 64
internal_value=0 -5.34648e-05 -0.000526026 -0.000193033 -0.00067888 -0.00152836 -0.00220742 -0.0035627 -0.00144265
internal_weight=0 6994.34 1170.43 878.561 657.116 291.874 235.075 114.175 416.281
internal_count=4780 3672 598 427 331 171 147 78 243
is_linear=0
shrinkage=0.06


Tree=899
num_leaves=10
num_cat=0
split_feature=52 100 0 102 58 110 142 106 113
split_gain=0.0201928 0.0691947 0.0709573 0.110384 0.074085 0.0691161 0.0935032 0.102436 0.0861236
threshold=0.00047558375808876013 0.013032016810029747 0.035692447796463973 0.0028552538715302949 0.0020932231564074759 0.00066645268816500913 0.00096484774257987748 0.0030382014811038975 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 -5 -9
right_child=-2 -3 4 5 -6 -7 -8 8 -10
leaf_value=-0.00042209525517931143 -3.2806468377896022e-05 -0.0011864738987974112 -5.3342290000732065e-05 0.00067674388305171264 0.0029789204213328088 -0.00085382077920195516 -0.00061627567131310548 0.0047655843040050319 0.0016923401585516411
leaf_weight=489.2519234418869 8374.6579349040985 112.12661242485046 48.711864233016968 171.37122750282288 71.705948114395142 70.922674536705017 82.32328736782074 53.194966077804565 85.73382830619812
leaf_count=271 4184 91 22 63 22 41 36 16 34
internal_value=0 0.000231784 0.000379959 0.000206518 0.0017523 0.000869992 0.00118138 0.0016583 0.00286907
internal_weight=0 1185.34 1073.22 952.798 120.418 463.546 392.623 310.3 138.929
internal_count=4780 596 505 461 44 190 149 113 50
is_linear=0
shrinkage=0.06


Tree=900
num_leaves=10
num_cat=0
split_feature=33 92 134 80 19 28 75 31 68
split_gain=0.0216242 0.0952609 0.0722267 0.164493 0.180154 0.165644 0.0854765 0.0845711 0.0901478
threshold=0.0098710241727530974 0.028020657598972324 0.00017767510871635753 0.0025217677466571335 0.011880517937242987 0.0012357163941487672 0.00077738583786413084 0.00017767510871635753 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -6 -9
right_child=1 -3 -4 4 7 -7 -8 8 -10
leaf_value=-3.9998739579953519e-05 0.00070010942164943388 -0.0015859999688378663 0.00094532799002610009 -0.001893496762145911 -0.0012700756720790962 -0.00038704517606366959 -0.0054005226453216594 -0.00090981855929424173 0.0021960646237951199
leaf_weight=7990.1329673528671 578.20343446731567 100.24385404586792 463.54598379135132 44.421620607376099 81.443584680557251 95.278606653213501 57.280510783195496 51.146273374557495 98.303431153297424
leaf_count=3978 293 71 190 38 50 52 49 29 30
internal_value=0 0.000203581 0.000325649 4.01351e-05 -0.000851715 -0.00218465 -0.00386872 0.000285445 0.00113314
internal_weight=0 1569.87 1469.62 1006.08 427.874 196.981 101.702 230.893 149.45
internal_count=4780 802 731 541 248 139 87 109 59
is_linear=0
shrinkage=0.06


Tree=901
num_leaves=10
num_cat=0
split_feature=4 22 7 96 144 94 70 133 44
split_gain=0.021125 0.103757 0.0728805 0.162766 0.222116 0.16435 0.156792 0.177518 0.192044
threshold=0.0010585968848317864 0.0045489775948226461 0.00062670491752214741 0.0018488886416889729 0.0045489775948226461 0.0048403022810816774 0.00093549740267917525 0.0048403022810816774 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 7 -5 -9
right_child=-2 -3 3 4 5 -7 -8 8 -10
leaf_value=0.00013512473854103522 9.2843598636078173e-05 0.0012861603322983515 9.9276908658514401e-05 -0.0058453270169773301 0.00067602944911768768 -0.0027937516527939293 -0.00084028259202453424 -0.00063290008599431143 -0.004396645056242183
leaf_weight=2005.5994474887848 4588.2434766292572 190.85834133625031 1451.3290030956268 49.097580671310425 400.61338114738464 56.01509165763855 596.02757203578949 149.83542096614838 72.380951881408691
leaf_count=1219 2194 60 617 42 146 43 323 79 57
internal_value=0 -8.56818e-05 -0.000140447 -0.000339592 -0.000820678 0.000250388 -0.00138456 -0.00258024 -0.00185884
internal_weight=0 4971.76 4780.9 2775.3 1323.97 456.628 867.342 271.314 222.216
internal_count=4780 2586 2526 1307 690 189 501 178 136
is_linear=0
shrinkage=0.06


Tree=902
num_leaves=10
num_cat=0
split_feature=50 98 133 98 123 27 45 92 133
split_gain=0.0203965 0.084683 0.0976398 0.124681 0.150175 0.24183 0.125034 0.145286 0.107149
threshold=0.0053125319536775359 0.0072436286136507997 0.029773407615721229 0.0019672545604407792 0.0012745757703669371 0.0010585968848317864 0.010180860292166473 0.0060143163427710542 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 7 -7 -5
right_child=-2 -3 -4 4 -6 6 -8 -9 -10
leaf_value=-5.0609089248455519e-05 0.00010004683718597419 0.00087844953742887235 0.00090594306435709234 -0.0020533487160572287 0.00035627857699778995 -0.0021615589484945512 -0.00079406501889884684 -0.0053798752630421802 0.0008339199172649075
leaf_weight=3848.6111501455307 4150.7773082256317 314.67485392093658 304.55150091648102 60.78748083114624 275.8088960647583 197.86044073104858 145.35231912136078 67.801420927047729 193.77489602565765
leaf_count=1817 2164 161 113 52 113 125 85 58 92
internal_value=0 -7.67711e-05 -0.000135772 -0.000202005 -0.000820949 -0.00130878 -0.00220885 -0.00298293 0.000144463
internal_weight=0 5409.22 5094.55 4790 941.385 665.577 411.014 265.662 254.562
internal_count=4780 2616 2455 2342 525 412 268 183 144
is_linear=0
shrinkage=0.06


Tree=903
num_leaves=10
num_cat=0
split_feature=18 82 62 107 47 62 15 34 52
split_gain=0.0193262 0.0984802 0.0955037 0.175615 0.174479 0.159856 0.17449 0.141454 0.130295
threshold=0.001792412775103003 0.0058306583669036635 0.0023699469165876512 0.0092791137285530585 0.00747153488919139 0.0011980500421486797 0.023343417793512348 0.00899649551138282 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 8 -7 -2
right_child=1 -3 -4 4 -6 7 -8 -9 -10
leaf_value=4.9736575300529417e-05 0.00051629010199254405 0.00069968322860140299 -0.0017936496787159554 0.0011004199056709027 -0.0039735121931787892 0.0026627814740098812 0.0015825052746748912 -0.00013612466650883364 -0.00085853948586127131
leaf_weight=7134.8196955919266 329.97999393939972 411.32714951038361 146.61773824691772 34.780413150787354 81.732872009277344 135.32539522647858 159.48846912384033 125.09377241134644 1000.8347676992416
leaf_count=3743 120 165 91 15 65 42 43 48 448
internal_value=0 -0.000146324 -0.00031912 -0.000203338 -0.00245889 -5.32271e-05 -0.000292893 0.00131831 -0.000517646
internal_weight=0 2425.18 2013.85 1867.24 116.513 1750.72 1490.3 260.419 1330.81
internal_count=4780 1037 872 781 80 701 611 90 568
is_linear=0
shrinkage=0.06


Tree=904
num_leaves=10
num_cat=0
split_feature=109 46 25 80 107 45 77 28 14
split_gain=0.019453 0.0931291 0.119837 0.109745 0.163054 0.105108 0.0973204 0.0846262 0.226987
threshold=0.014740333426743748 0.0020292587578296666 0.0014881226234138014 0.0028552538715302949 0.0058306583669036635 0.0031340263085439806 0.0046923852059990176 0.00085274505545385193 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 -7 8 -3
right_child=1 7 5 4 -6 6 -8 -9 -10
leaf_value=-4.4801707806021944e-05 0.00091505568035332285 -1.9359088825996958e-05 -0.00055026012265788136 -0.0040318706756647974 5.1557362598201039e-05 0.0035996096618027156 0.0010679380302496507 -0.00066566855159596531 0.0037565886681182195
leaf_weight=7503.8940277099609 246.18658852577209 696.66898322105408 59.232774376869202 47.928590655326843 132.58985805511475 106.38993215560913 112.42774045467377 592.23131465911865 62.450457096099854
leaf_count=3744 127 355 31 41 79 32 47 305 19
internal_value=0 0.000163507 0.000722667 9.10899e-05 -0.00103261 0.0016919 0.00229885 -0.000128106 0.000291277
internal_weight=0 2056.11 704.755 426.705 180.518 278.05 218.818 1351.35 759.119
internal_count=4780 1036 357 247 120 110 79 679 374
is_linear=0
shrinkage=0.06


Tree=905
num_leaves=10
num_cat=0
split_feature=123 122 19 108 18 94 51 89 138
split_gain=0.0202447 0.0757094 0.0801209 0.0606713 0.101834 0.0780334 0.146851 0.145487 0.073166
threshold=0.0022272822679951791 0.0037758676335215573 0.02636832278221846 0.0060143163427710542 0.0066005610860884198 0.0022272822679951791 0.00066645268816500913 0.0041444667149335155 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -8
right_child=1 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=3.5589940603621732e-05 0.00024311106533808126 0.0012228451707418594 -0.0027924936389344033 0.00044868628498942562 -0.003022155492923334 0.00014355098553153265 -0.0022969778557145239 -0.00084412311854708405 -0.0061813626036792552
leaf_weight=8197.9239028692245 164.74300384521484 120.32138323783875 46.663171529769897 320.03765845298767 54.749672532081604 479.71898579597473 32.731720447540283 105.70308768749237 37.407680511474609
leaf_count=4141 77 39 35 141 37 194 28 56 32
internal_value=0 -0.000214205 -0.00035345 -0.000258216 -0.000516754 -0.000349536 -0.00104406 -0.00224997 -0.00436865
internal_weight=0 1362.08 1241.75 1195.09 875.054 820.304 340.585 175.842 70.1394
internal_count=4780 639 600 565 424 387 193 116 60
is_linear=0
shrinkage=0.06


Tree=906
num_leaves=10
num_cat=0
split_feature=114 144 135 28 31 101 106 10 41
split_gain=0.0225058 0.0984601 0.101374 0.0714616 0.117289 0.0973023 0.0892358 0.142812 0.175176
threshold=0.00068727668258361529 0.0062037324532866487 0.00064626874518580746 0.00017767510871635753 0.0068083447404205808 0.00055427959887310873 0.0030382014811038975 0.00899649551138282 0.0003614811430452392
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -5 8 -8
right_child=-2 2 -4 6 -6 -7 7 -9 -10
leaf_value=-0.00017481362087446052 6.7431239665355431e-05 -0.0044848189484429542 -0.00018740224657100556 0.00011637005395533572 -0.0024103075457082594 0.00076690721482370098 -0.0011448633695750412 0.00015211783581067938 -0.0059299554664987925
leaf_weight=778.77573096752167 6221.8621745109558 37.407680511474609 41.890782356262207 759.31229853630066 59.522061705589294 801.49236822128296 478.333456158638 352.17896354198456 29.224750399589539
leaf_count=499 2844 32 26 384 46 425 301 198 25
internal_value=0 -0.000125683 -0.00221463 -7.4852e-05 0.000204333 0.000302815 -0.000357614 -0.000776232 -0.00142038
internal_weight=0 3338.14 79.2985 3258.84 1639.79 1580.27 1619.05 859.737 507.558
internal_count=4780 1936 58 1878 970 924 908 524 326
is_linear=0
shrinkage=0.06


Tree=907
num_leaves=10
num_cat=0
split_feature=45 23 132 18 34 53 27 107 20
split_gain=0.0198987 0.0542793 0.0968071 0.131722 0.131646 0.13961 0.134216 0.123201 0.0899395
threshold=0.000490355829242617 0.0044099434744566688 0.022641776129603389 0.0066005610860884198 0.0010263677686452868 0.0063990866765379914 0.0022975050378590827 0.0010263677686452868 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 6 -6 -4 -2
right_child=1 -3 7 4 5 -7 -8 -9 -10
leaf_value=0.00022159193004901758 -0.0001949719474928169 5.2105225353041759e-05 -0.00038563593014171284 0.0013681614676184178 -0.0052812344924345663 0.00066049626291526194 -0.001696292228793177 -0.0050960605707956628 0.0011062651621822183
leaf_weight=1265.725196480751 1408.9205530881882 6315.3340129852295 48.711864233016968 48.519006013870239 57.280510783195496 50.953415155410767 109.40291595458984 33.900710463523865 221.25208175182343
leaf_count=591 743 3160 22 12 49 19 69 29 86
internal_value=0 -3.38154e-05 -0.000308011 -0.000220421 -0.001458 -0.00208805 -0.00292825 -0.0023186 -1.8364e-05
internal_weight=0 8294.28 1978.94 1896.33 266.156 217.637 166.683 82.6126 1630.17
internal_count=4780 4189 1029 978 149 137 118 51 829
is_linear=0
shrinkage=0.06


Tree=908
num_leaves=10
num_cat=0
split_feature=114 92 80 12 119 40 80 130 29
split_gain=0.020398 0.103197 0.0928861 0.189163 0.144923 0.114734 0.104161 0.104288 0.147164
threshold=0.00068727668258361529 0.00017767510871635753 0.0062037324532866487 0.00050559637020342063 0.00042089859198313212 0.0036604277556762104 0.0098710241727530974 0.00062670491752214741 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 -4 8 -8
right_child=-2 2 3 4 -6 -7 7 -9 -10
leaf_value=0.00036619283413525419 6.4196020217817024e-05 -0.00011566906627624577 -0.001993510345384651 -0.0020299229553542748 -0.00027374246032983886 -0.005995590405718329 -0.0032315212859316909 0.0027024254970589661 0.00033638099615959297
leaf_weight=1069.5886390209198 6221.8621745109558 1657.7225682735443 106.08880412578583 51.339131593704224 55.725804328918457 53.773540735244751 50.170141577720642 49.591566920280457 244.13789582252502
leaf_count=615 2844 946 76 39 28 46 38 8 140
internal_value=0 -0.000119653 -0.000348723 -0.000981206 -0.00274731 -0.00405868 -0.000349952 0.000157066 -0.000271833
internal_weight=0 3338.14 2268.55 610.827 160.838 105.113 449.988 343.9 294.308
internal_count=4780 1936 1321 375 113 85 262 186 178
is_linear=0
shrinkage=0.06


Tree=909
num_leaves=10
num_cat=0
split_feature=46 39 0 133 102 33 117 98 93
split_gain=0.0205598 0.0805514 0.138896 0.186142 0.169213 0.143497 0.110593 0.179346 0.130849
threshold=0.012636432424187662 0.0027679565828293566 0.0051502294372767219 0.012252715881913902 0.0012357163941487672 0.00077738583786413084 0.0031340263085439806 0.0019672545604407792 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -5 7 -3 -8
right_child=1 6 4 5 -6 -7 8 -9 -10
leaf_value=-5.3408943239622206e-05 -0.00026954567489724084 0.00021076788643507188 -0.0034988429711166739 -0.00031810591490107802 -0.00040445070373258511 0.0039701727526526131 0.0016438139074392438 -0.0030517793511746988 0.00028352285348598726
leaf_weight=6986.0686762332916 560.27102708816528 257.00862669944763 92.350211262702942 45.301323294639587 204.48866438865662 73.94749903678894 353.85378050804138 79.394891977310181 907.31556642055511
leaf_count=3601 317 92 79 24 111 19 106 63 368
internal_value=0 0.000144961 -0.000284393 0.000188597 -0.00136715 0.0023411 0.00040736 -0.000559229 0.000665188
internal_weight=0 2573.93 976.359 679.52 296.839 119.249 1597.57 336.404 1261.17
internal_count=4780 1179 550 360 190 43 629 155 474
is_linear=0
shrinkage=0.06


Tree=910
num_leaves=10
num_cat=0
split_feature=33 92 127 82 45 98 142 70 51
split_gain=0.0200582 0.0768027 0.0672062 0.103446 0.104275 0.102985 0.116562 0.105629 0.0806515
threshold=0.0098710241727530974 0.028020657598972324 0.00077738583786413084 0.00085274505545385193 0.0012357163941487672 0.00066645268816500913 0.0017376682371832433 0.0010918468469753864 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 7 8 -2 -7
right_child=1 -3 3 -5 -6 6 -8 -9 -10
leaf_value=-3.8523216202567436e-05 -0.001086113197339947 -0.0014108039320942446 0.0013784218605450498 0.0013036473104583197 -0.0026050248634499088 0.0028601332476515355 -0.00067190570299702852 0.0020126345876675692 5.8132285822344137e-05
leaf_weight=7990.1329673528671 53.484253406524658 100.24385404586792 41.601495027542114 397.49212753772736 54.846101641654968 61.377896189689636 615.21355783939362 152.57095813751221 93.037055730819702
leaf_count=3978 31 71 11 163 42 23 364 42 55
internal_value=0 0.000196071 0.000305677 0.000875934 -0.000886814 1.69846e-05 -0.000301974 0.00120832 0.00117189
internal_weight=0 1569.87 1469.62 493.94 96.4476 975.684 769.629 206.055 154.415
internal_count=4780 802 731 216 53 515 442 73 78
is_linear=0
shrinkage=0.06


Tree=911
num_leaves=10
num_cat=0
split_feature=124 82 5 132 60 47 146 30 112
split_gain=0.020828 0.071267 0.114934 0.0904529 0.113338 0.0675791 0.0670297 0.140789 0.0808689
threshold=0.013860232196748258 0.0034400182776153092 0.0037758676335215573 0.0013560238294303419 0.0045489775948226461 0.0014427106943912806 0.0041444667149335155 0.007706565549597145 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3 8 -8 -5
right_child=1 5 -4 6 -6 -7 7 -9 -10
leaf_value=-4.0158845826180753e-05 0.001202251982039964 -0.0012721261086237237 -0.0029929176511003532 -0.00027855245160187395 -0.0015083060772948149 0.0013883035352436175 -3.4262016302558382e-05 -0.003272486544391395 0.0014316547777844788
leaf_weight=7929.5146633386612 378.69185817241669 39.649231433868408 44.421620607376099 509.04016530513763 65.077724456787109 258.27404582500458 136.88010168075562 74.718931913375854 123.73192417621613
leaf_count=4054 142 29 38 224 36 98 63 59 37
internal_value=0 0.000195304 7.74161e-06 0.00011122 0.000804755 0.00103424 -0.000253277 -0.00117773 5.58606e-05
internal_weight=0 1630.49 1332.56 1288.14 443.77 297.923 844.371 211.599 632.772
internal_count=4780 726 599 561 178 127 383 122 261
is_linear=0
shrinkage=0.06


Tree=912
num_leaves=10
num_cat=0
split_feature=30 89 47 143 16 131 128 75 150
split_gain=0.0204271 0.103493 0.0708197 0.0643935 0.131176 0.0464243 0.0285959 0.128634 0.123572
threshold=0.025578102096915249 0.0023699469165876512 0.0032328735105693345 0.0063990866765379914 0.0016331639490090313 0.00082683752407319855 0.012636432424187662 0.0048403022810816774 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 5 3 4 -3 -2 -1 8 -8
right_child=1 2 -4 -5 -6 -7 7 -9 -10
leaf_value=1.1445675427016124e-05 9.8862383578101075e-05 -0.0029058139174273768 -0.0026518628120367057 0.0019225960430578988 0.00100582642456128 0.0021101666185413953 -0.00022945181057804724 -0.0012155544396398707 0.0024255264139603455
leaf_weight=8480.1563236713409 61.474325299263 53.484253406524658 43.059772372245789 48.519006013870239 72.971367239952087 125.97347509860992 249.59712946414948 340.29620516300201 84.468409180641174
leaf_count=4289 28 31 27 12 28 34 125 178 28
internal_value=0 0.000416732 -0.000472058 6.43733e-05 -0.000648597 0.00145055 -1.84584e-05 -0.000394504 0.000441859
internal_weight=0 405.482 218.034 174.975 126.456 187.448 9154.52 674.362 334.066
internal_count=4780 160 98 71 59 62 4620 331 153
is_linear=0
shrinkage=0.06


Tree=913
num_leaves=10
num_cat=0
split_feature=122 97 43 79 40 98 108 21 142
split_gain=0.0213116 0.0394297 0.0482977 0.0452032 0.0460842 0.0465104 0.0383665 0.0370137 0.030555
threshold=0.0048403022810816774 0.0026012937305495147 0.00064626874518580746 0.0049928687512874612 0.0014427106943912806 0.0011261500185355546 0.0060143163427710542 0.002945306478068233 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 8 -6 -4 -7 -2
right_child=1 2 6 -5 5 7 -8 -9 -10
leaf_value=-2.2348051971179612e-05 0.00042985292336295743 -0.00043833446630980844 0.00061918180296590406 -0.001460552684343436 0.0008285710381258464 -0.0020694069049699382 0.0026869224105933666 1.4944159941982215e-05 0.0025549538827612469
leaf_weight=8999.9102573394775 54.65324342250824 53.29139518737793 61.377896189689636 62.836173534393311 92.458481073379517 57.184081673622131 68.198978066444397 66.150285363197327 43.939475059509277
leaf_count=4532 32 21 23 39 25 44 19 32 13
internal_value=0 0.000359104 0.00108215 8.59042e-06 0.000302228 -0.000188793 0.00170748 -0.000951467 0.00137694
internal_weight=0 560.09 182.868 377.222 314.386 215.793 129.577 123.334 98.5927
internal_count=4780 248 63 185 146 101 42 76 45
is_linear=0
shrinkage=0.06


Tree=914
num_leaves=10
num_cat=0
split_feature=117 51 110 99 114 95 35 101 131
split_gain=0.0206955 0.065155 0.0633586 0.0555227 0.095758 0.0714863 0.0567061 0.052204 0.0515858
threshold=0.04673989117145539 0.0030382014811038975 0.004017772153019906 0.0084566329605877417 0.0011261500185355546 0.014740333426743748 0.0012357163941487672 0.0060143163427710542 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 -3 -6 -5 -2
right_child=1 3 -4 7 6 -7 -8 -9 -10
leaf_value=-2.4647112247910202e-05 -0.00048523018770300279 -0.0020066603666142333 0.00074905020554275634 0.00069336311522897958 0.0028368969154407195 0.0015581959643394959 0.00028883572478693846 0.0031226559061245185 -0.0029217606607994042
leaf_weight=8868.6940882205963 165.41800761222839 74.815361022949219 129.96259069442749 64.981295347213745 56.605507016181946 27.766473054885864 70.729816317558289 62.450457096099854 38.576670527458191
leaf_count=4405 112 64 62 31 14 9 31 19 33
internal_value=0 0.000316195 -0.000286351 0.0008793 0.000322507 -0.00104174 0.00142155 0.00188389 -0.000945993
internal_weight=0 691.306 333.957 357.349 229.917 102.582 127.335 127.432 203.995
internal_count=4780 375 207 168 118 73 45 50 145
is_linear=0
shrinkage=0.06


Tree=915
num_leaves=10
num_cat=0
split_feature=4 101 143 141 61 70 74 4 114
split_gain=0.0199892 0.0992132 0.0934708 0.117171 0.12134 0.0887671 0.143542 0.124836 0.165983
threshold=0.00077738583786413084 0.14610802382230761 0.01884530205279589 0.0018488886416889729 0.0013146653072908523 0.0019071503775194289 0.000490355829242617 0.0049928687512874612 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 5 -1 -4 -5 6 7 8 -2
right_child=1 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-3.9697395167376336e-05 0.00034718669809719602 -0.0021300706564740522 -0.00011645259863823047 -0.0010956974225412527 -0.0060020929463875166 -0.00021489459313018365 -0.00037861096120078198 -0.00042510619419216747 0.0014965964805960389
leaf_weight=3999.8693263530731 1426.3708149194717 72.380951881408691 98.592718482017517 40.721792340278625 32.731720447540283 1956.4409598112106 853.33732676506042 417.25668799877167 662.2979679107666
leaf_count=2089 694 57 45 25 28 995 371 234 242
internal_value=0 7.63432e-05 -9.85982e-05 -0.00146797 -0.00328204 0.000106387 0.000293501 0.000522374 0.000711654
internal_weight=0 5388.08 4171.92 172.046 73.4535 5315.7 3359.26 2505.93 2088.67
internal_count=4780 2593 2187 98 53 2536 1541 1170 936
is_linear=0
shrinkage=0.06


Tree=916
num_leaves=10
num_cat=0
split_feature=70 149 72 43 59 23 83 58 111
split_gain=0.0209443 0.0582893 0.0868896 0.0582867 0.0566882 0.0360875 0.03753 0.0499959 0.0382042
threshold=0.017188700847327713 0.00060774214216507982 0.0010263677686452868 0.00039601318712811922 0.0016846025246195497 0.02636832278221846 0.010180860292166473 0.0095705352723598498 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -4 6 7 8 -5
right_child=1 3 4 5 -6 -7 -8 -9 -10
leaf_value=-2.4943356513574425e-05 0.0032138446650293827 -0.002091232810163842 -0.0010804266499406055 -0.0015829116124111274 0.0012833084466849743 -0.0016492594189418495 0.00095528116432374774 0.00092078688043644645 0.0006658040654318355
leaf_weight=8860.9933036565781 54.363956093788147 45.494181513786316 56.991223454475403 94.495333075523376 101.7139720916748 36.238690495491028 185.39910769462585 86.119544744491577 38.190954089164734
leaf_count=4423 17 34 34 71 28 31 75 54 13
internal_value=0 0.000316196 0.00114363 -4.66108e-05 0.000434488 0.000164582 0.0003272 -0.000204987 -0.000935666
internal_weight=0 699.007 213.069 485.938 158.705 440.444 404.205 218.806 132.686
internal_count=4780 357 79 278 62 244 213 138 84
is_linear=0
shrinkage=0.06


Tree=917
num_leaves=10
num_cat=0
split_feature=12 75 104 110 4 101 22 59 102
split_gain=0.0208544 0.0620055 0.0420379 0.0339721 0.0237486 0.0879207 0.0772093 0.105605 0.116628
threshold=0.052634395658969886 0.023343417793512348 0.00075379351619631063 0.00075379351619631063 0.00077738583786413084 0.14610802382230761 0.0036604277556762104 0.0026833302108570938 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 7 -1 -9
right_child=1 3 -4 -5 5 -7 -8 8 -10
leaf_value=3.0957894868171272e-05 0.0019283945187212638 -0.0021452427060967691 0.0001176302361141814 0.00052815383066974432 9.7293632031373857e-05 -0.002008271672642638 0.0011436830996701952 -0.00028821825944423234 -0.0016275760554305338
leaf_weight=2648.1210142374039 101.61754298210144 39.649231433868408 84.564838290214539 30.104453086853027 5231.1389191150665 72.380951881408691 165.52627742290497 866.18437623977661 320.71266222000122
leaf_count=1449 23 29 33 11 2503 57 58 441 176
internal_value=0 0.000534308 0.00110594 -0.000991452 -1.46977e-05 6.85575e-05 -0.000125069 -0.000179831 -0.000650127
internal_weight=0 255.936 186.182 69.7537 9304.06 5303.52 4000.54 3835.02 1186.9
internal_count=4780 96 56 40 4684 2560 2124 2066 617
is_linear=0
shrinkage=0.06


Tree=918
num_leaves=10
num_cat=0
split_feature=99 70 47 143 59 70 107 60 129
split_gain=0.0207953 0.058697 0.104877 0.0767994 0.0872621 0.0897245 0.075167 0.100787 0.0830697
threshold=0.00017767510871635753 0.0019071503775194289 0.0084566329605877417 0.010180860292166473 0.0012357163941487672 0.0030382014811038975 0.0027679565828293566 0.00039601318712811922 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 -6 8 -8 -1
right_child=-2 3 -4 -5 5 -7 7 -9 -10
leaf_value=0.00064916981786342846 -4.5841594327050922e-05 0.00011687382083212448 -0.00063145785971873629 -0.0011255059231189126 0.0036519518996397968 0.0010087185338374788 0.0025293491962351008 -0.00081566060176076259 -0.00056148033760078776
leaf_weight=495.78371798992157 7537.3244333267212 167.3702712059021 590.55649769306183 64.005163550376892 72.874938130378723 126.45562064647675 113.50030136108398 45.397752404212952 346.73157060146332
leaf_count=252 3689 94 397 40 23 59 43 29 154
internal_value=0 0.000170825 2.70486e-06 0.000792227 0.00112695 0.00197508 0.000376685 0.00157367 0.000150935
internal_weight=0 2022.68 1591.97 430.706 366.701 199.331 1001.41 158.898 842.515
internal_count=4780 1091 875 216 176 82 478 72 406
is_linear=0
shrinkage=0.06


Tree=919
num_leaves=10
num_cat=0
split_feature=67 59 93 6 11 71 27 67 36
split_gain=0.0198881 0.0523177 0.0762325 0.0819338 0.0423625 0.0456991 0.0567106 0.0300366 0.116148
threshold=0.0068083447404205808 0.000490355829242617 0.00040826165059115743 0.00042089859198313212 0.00044738779251929378 0.00099512818269431613 0.0026012937305495147 0.0013146653072908523 0.013439828064292671
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -3 -6 -7 8 -1
right_child=1 4 -4 -5 5 6 -8 -9 -10
leaf_value=6.5603637300997716e-05 -0.0038051385231989161 0.00215816275745041 0.0010601497650733207 1.1749228024925304e-05 0.001620776047575877 0.00093050264322654065 -0.001508138701849858 -0.0002323073838690126 -0.0019592315457216711
leaf_weight=7146.6297062635422 37.407680511474609 69.464397192001343 61.377896189689636 44.132333278656006 77.454469084739685 74.043928146362305 64.005163550376892 1882.0231559276581 103.46153676509857
leaf_count=3640 32 25 23 23 22 24 40 892 59
internal_value=0 0.000399798 -0.000537043 -0.0017393 0.000869646 0.000454312 -0.00020015 -1.87326e-05 3.67085e-05
internal_weight=0 427.886 142.918 81.54 284.968 215.504 138.049 9132.11 7250.09
internal_count=4780 189 78 55 111 86 64 4591 3699
is_linear=0
shrinkage=0.06


Tree=920
num_leaves=10
num_cat=0
split_feature=7 54 142 133 88 14 13 44 99
split_gain=0.0202016 0.0854275 0.0703074 0.0786526 0.108669 0.0780593 0.0522472 0.0471924 0.0426954
threshold=0.014293605927377941 0.0035485138650983576 0.00052132029668428015 0.013860232196748258 0.0023699469165876512 0.0045489775948226461 0.0036604277556762104 0.00244467705488205 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 8 -2 -3 -6
right_child=1 7 3 -5 5 -7 -8 -9 -10
leaf_value=-2.4229280575312212e-05 0.0020369487617433219 0.0002346299049267806 -0.0036885871406677332 0.0011886876598133885 0.001012056115033124 -0.0028302621096794153 -0.00039591593923612534 0.0019289330442713417 -0.0009750941868692046
leaf_weight=8875.1057722568512 73.94749903678894 102.0032594203949 49.001151561737061 64.884866237640381 83.299419164657593 41.987211465835571 55.725804328918457 140.97748708724976 73.067796349525452
leaf_count=4499 19 43 37 26 27 31 28 37 33
internal_value=0 0.000313972 -0.000182913 -0.000670625 -0.00115835 -0.000533283 0.00099145 0.00121766 8.34939e-05
internal_weight=0 684.894 441.914 312.24 247.356 198.354 129.673 242.981 156.367
internal_count=4780 281 201 154 128 91 47 80 60
is_linear=0
shrinkage=0.06


Tree=921
num_leaves=10
num_cat=0
split_feature=25 63 68 112 125 63 131 35 107
split_gain=0.0199501 0.0537582 0.128083 0.0963916 0.0827267 0.047521 0.0699623 0.0556079 0.0522503
threshold=0.030689206905663017 0.00052132029668428015 0.0010263677686452868 0.00057154725072905432 0.0041444667149335155 0.00085274505545385193 0.0053125319536775359 0.0048403022810816774 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3 7 8 -7
right_child=1 5 3 -5 -6 6 -8 -9 -10
leaf_value=-2.5826897100771896e-05 0.00088713064432951593 0.0016612378638190032 -0.0015129043499405672 0.0002920415335013929 -0.0058059980694354658 0.00052921388737824245 -0.0014653111335997764 -0.0001606925629410266 0.0025062097258619163
leaf_weight=8780.4057402610779 114.66929137706757 120.12852501869202 36.142261385917664 40.528934121131897 29.224750399589539 121.49037325382233 67.319275379180908 170.39509570598602 79.696020007133484
leaf_count=4477 44 29 26 15 25 40 33 72 19
internal_value=0 0.000290883 -0.000502327 -0.0020069 -0.00343229 0.000603844 0.000314432 0.000636867 0.00131236
internal_weight=0 779.595 220.565 105.896 65.367 559.029 438.901 371.581 201.186
internal_count=4780 303 110 66 51 193 164 131 59
is_linear=0
shrinkage=0.06


Tree=922
num_leaves=10
num_cat=0
split_feature=53 129 33 19 135 107 145 1 104
split_gain=0.0190692 0.05035 0.0745062 0.0439166 0.0934946 0.0834657 0.0480532 0.0382027 0.180967
threshold=0.059226244688034065 0.00066645268816500913 0.0027679565828293566 0.0011615398107096555 0.00017767510871635753 0.0079489401541650313 0.0072436286136507997 0.091400381177663817 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 3 -3 5 -5 -2 -6 -1 -9
right_child=1 2 -4 4 6 -7 -8 8 -10
leaf_value=-2.8235575639659821e-06 -0.0026722627044883621 -0.0027791634164895176 0.00080248976427186908 0.0029735041686958941 -0.001503978322609885 0.00063491393341941129 0.0013647345078731626 0.00025091480802967407 -0.0045111857316635535
leaf_weight=8961.5382857322693 32.731720447540283 40.81822144985199 42.86691415309906 75.116489052772522 38.383812308311462 170.97367036342621 46.470313310623169 112.52416956424713 38.576670527458191
leaf_count=4450 28 30 17 20 23 102 25 52 33
internal_value=0 0.000382456 -0.000944496 0.0006878 0.00143183 0.000103511 6.70706e-05 -1.87757e-05 -0.000964869
internal_weight=0 447.361 83.6851 363.676 159.971 203.705 84.8541 9112.64 151.101
internal_count=4780 245 47 198 68 130 48 4535 85
is_linear=0
shrinkage=0.06


Tree=923
num_leaves=10
num_cat=0
split_feature=31 31 1 18 77 116 18 22 27
split_gain=0.0184697 0.0892514 0.109852 0.0759293 0.141602 0.140276 0.175491 0.186088 0.159697
threshold=0.00044738779251929378 0.00052132029668428015 0.00244467705488205 0.001792412775103003 0.020035739988088611 0.0049928687512874612 0.0045489775948226461 0.00040826165059115743 0.0013560238294303419
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 -7 8 -8
right_child=1 -3 -4 4 -6 6 7 -9 -10
leaf_value=3.4942243238990878e-05 0.002075174084346534 2.8799915967127467e-05 -0.0010644731437262367 0.00012216495492575738 -0.0032304796346502287 -0.0038565481981828482 -0.0022075850847548487 -0.004228042365438292 0.0019131110787132437
leaf_weight=4078.3608342409134 159.68132734298706 4293.6579926013947 53.580682516098022 641.24430692195892 66.343143582344055 80.467452883720398 52.315263390541077 38.383812308311462 95.965451121330261
leaf_count=2284 53 1942 36 283 42 59 30 23 28
internal_value=0 8.83061e-05 0.00128636 -7.87615e-05 -0.000554514 -0.000359075 -0.00151428 -0.000504575 0.000459279
internal_weight=0 4506.92 213.262 5053.08 974.719 908.376 267.132 186.665 148.281
internal_count=4780 2031 89 2749 465 423 140 81 58
is_linear=0
shrinkage=0.06


Tree=924
num_leaves=10
num_cat=0
split_feature=126 38 22 6 76 43 9 74 144
split_gain=0.0194887 0.0363467 0.0511681 0.0339306 0.034735 0.0891618 0.100601 0.128552 0.108794
threshold=0.0045489775948226461 0.0026012937305495147 0.0013146653072908523 0.0038949446752667431 0.00070876078098081063 0.00064626874518580746 0.00080172589514404546 0.00017767510871635753 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 7 -6 -9
right_child=1 -3 -4 -5 5 -7 -8 8 -10
leaf_value=4.1385107293572326e-05 0.00046148974110805279 0.0022789404136177574 -0.0023298162934518511 -0.0015404707625000667 -0.0024254433922041366 8.0163876903709353e-06 -0.0034195335070723197 0.0014609034452975796 -0.0012213628516942637
leaf_weight=7763.746461391449 292.93434846401215 34.780413150787354 25.717780351638794 52.315263390541077 101.60570228099823 1014.9472362995148 56.01509165763855 112.13845312595367 105.79951679706573
leaf_count=3745 226 15 22 30 82 524 43 32 61
internal_value=0 0.000437229 0.000236209 -1.67849e-05 -8.07721e-06 -0.000284245 -0.00107408 -0.00066293 0.000158778
internal_weight=0 353.433 318.652 9206.57 9154.25 1390.51 375.559 319.544 217.938
internal_count=4780 263 248 4517 4487 742 218 175 93
is_linear=0
shrinkage=0.06


Tree=925
num_leaves=10
num_cat=0
split_feature=30 144 144 61 85 4 8 146 99
split_gain=0.0196797 0.0590748 0.0736495 0.079702 0.0722263 0.0613294 0.0663236 0.0257066 0.074989
threshold=0.025578102096915249 0.0032328735105693345 0.010829726699739696 0.0014881226234138014 0.0079489401541650313 0.00068727668258361529 0.000490355829242617 0.0032328735105693345 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -4 6 -6 8 -1
right_child=1 2 4 -5 5 -7 -8 -9 -10
leaf_value=-1.9337155891896449e-05 0.0015719812167421618 -0.0035142152595353938 0.0022647688187847322 0.00038907878423702038 0.0022477653633599694 -0.0022487219145643699 -0.00066260553428962874 5.9017490768475725e-05 -0.00076219831566323813
leaf_weight=2798.9325670003891 113.30744314193726 39.552802324295044 61.281467080116272 35.949403166770935 47.350015997886658 38.383812308311462 69.657255411148071 5762.7756111621857 592.80988931655884
leaf_count=1519 33 24 18 16 11 23 35 2766 335
internal_value=0 0.000409038 -4.19599e-05 -0.00165571 0.000520372 -0.000167565 0.000515151 -1.81176e-05 -0.000149175
internal_weight=0 405.482 292.175 75.5022 216.673 155.391 117.007 9154.52 3391.74
internal_count=4780 160 127 40 87 69 46 4620 1854
is_linear=0
shrinkage=0.06


Tree=926
num_leaves=10
num_cat=0
split_feature=109 105 146 84 147 129 37 70 85
split_gain=0.0201414 0.062885 0.0824245 0.0947464 0.116073 0.070029 0.0626512 0.0501663 0.0391908
threshold=0.00066645268816500913 0.0019672545604407792 0.0018488886416889729 0.00070876078098081063 0.00043393640953581786 0.0038949446752667431 0.00038414125447161501 0.00082683752407319855 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -4 -6 -3 -8 -1
right_child=-2 6 3 -5 5 -7 7 -9 -10
leaf_value=0.00071219066815617874 -2.5785611557710957e-05 0.0018413667463953462 7.6560783103757037e-05 0.0010618596159824244 -0.002357249071007319 -0.0065691115927027383 -0.0013634345702771531 0.001130859514886247 -0.00083718407998879709
leaf_weight=282.13599169254303 8789.4802137613297 151.40196812152863 43.156201481819153 42.963343262672424 36.238690495491028 23.379800319671631 53.387824296951294 63.619447112083435 74.236786365509033
leaf_count=143 4411 41 32 22 31 20 26 20 34
internal_value=0 0.000294142 -0.000102165 -0.00130428 -0.00229341 -0.00400896 0.00103551 -7.23159e-06 0.000389437
internal_weight=0 770.52 502.111 145.738 102.775 59.6185 268.409 117.007 356.373
internal_count=4780 369 282 105 83 51 87 46 177
is_linear=0
shrinkage=0.06


Tree=927
num_leaves=10
num_cat=0
split_feature=108 114 9 58 79 46 98 12 78
split_gain=0.0199634 0.0847368 0.0530372 0.0734394 0.081555 0.0659625 0.0761995 0.0685531 0.0840787
threshold=0.021960759535431865 0.011169348377734424 0.0018488886416889729 0.00096484774257987748 0.00082683752407319855 0.00244467705488205 0.00066645268816500913 0.00040826165059115743 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 -5
right_child=1 -3 -4 5 -6 6 -8 -9 -10
leaf_value=-2.853341881121069e-05 -0.00027758359873401286 0.002243858301009928 0.0012530332078331088 -0.00072577874383096292 -0.0037602496136801278 -0.0017065425556408588 0.0010159922401720995 -0.0015947668317850649 0.0021738557072108582
leaf_weight=8625.8216115236282 64.981295347213745 71.802377223968506 122.85222148895264 102.67826318740845 38.576670527458191 41.987211465835571 312.14401566982269 123.72008347511292 55.436517000198364
leaf_count=4271 31 27 51 78 33 31 149 96 13
internal_value=0 0.000263466 9.85762e-05 -9.3206e-05 -0.00157492 0.00014807 0.000693198 -0.000536894 0.00029086
internal_weight=0 934.179 862.376 739.524 103.558 635.966 354.131 281.835 158.115
internal_count=4780 509 482 431 64 367 180 187 91
is_linear=0
shrinkage=0.06


Tree=928
num_leaves=10
num_cat=0
split_feature=70 77 14 149 18 108 94 65 80
split_gain=0.0193236 0.074927 0.0485779 0.0654943 0.0726592 0.0521117 0.0655709 0.0363278 0.036012
threshold=0.017188700847327713 0.007706565549597145 0.0022272822679951791 0.0026012937305495147 0.0015833032084628942 0.011169348377734424 0.00080172589514404546 0.00043393640953581786 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 -2 -3 -8
right_child=1 7 3 -5 -6 -7 8 -9 -10
leaf_value=-2.3958869583644644e-05 0.0022583320150473961 0.0027927681769194627 -0.00062835583080313119 0.00023658143035731104 -0.0045493004629010691 -0.00080845730143861881 -0.00085599829843507468 0.00078055870481492484 0.00074865352444655352
leaf_weight=8860.9933036565781 76.285479068756104 53.194966077804565 40.721792340278625 81.443584680557251 29.224750399589539 106.18523323535919 74.526073694229126 82.226858258247375 155.19822549819946
leaf_count=4423 21 16 25 50 25 81 49 31 59
internal_value=0 0.000303716 -7.89034e-07 -0.000919954 -0.00226659 0.0003368 0.000734203 0.00157097 0.00022808
internal_weight=0 699.007 563.585 151.39 69.9465 412.195 306.01 135.422 229.724
internal_count=4780 357 310 100 50 210 129 47 108
is_linear=0
shrinkage=0.06


Tree=929
num_leaves=10
num_cat=0
split_feature=102 10 42 123 15 147 77 55 140
split_gain=0.0186697 0.0824427 0.115981 0.0715365 0.122488 0.0799236 0.106406 0.0758976 0.0645303
threshold=0.00899649551138282 0.0045489775948226461 0.004017772153019906 0.0022272822679951791 0.0037758676335215573 0.0092791137285530585 0.0020292587578296666 0.0048403022810816774 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -5 -3
right_child=1 8 -4 7 -6 -7 -8 -9 -10
leaf_value=-3.445489822950587e-05 0.00051577531482518459 9.9786689960059039e-05 0.0028664922943644547 -0.0022916930445509363 0.0021190229023533066 0.00078508049080527854 -0.0031968304703193337 0.00064836581934356698 -0.0011897706344910111
leaf_weight=8178.9307752847672 59.039916157722473 527.15359020233154 77.550898194313049 65.174153566360474 154.90893816947937 193.29275047779083 52.508121609687805 61.377896189689636 190.06322705745697
leaf_count=4110 21 269 27 41 44 67 40 23 138
internal_value=0 0.000204048 0.000685895 0.000397464 0.000745183 4.7048e-05 -0.00123183 -0.000865761 -0.000241947
internal_weight=0 1381.07 663.853 586.302 459.75 304.841 111.548 126.552 717.217
internal_count=4780 670 263 236 172 128 61 64 407
is_linear=0
shrinkage=0.06


Tree=930
num_leaves=10
num_cat=0
split_feature=21 142 54 44 8 21 47 70 122
split_gain=0.0188822 0.0705173 0.056833 0.0764035 0.0973475 0.074128 0.122835 0.0737047 0.0557134
threshold=0.0056525857653468856 0.021960759535431865 0.0012745757703669371 0.001792412775103003 0.0018488886416889729 0.0068083447404205808 0.029773407615721229 0.0048403022810816774 0.0013560238294303419
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 -6 -7 -2 -5
right_child=1 -3 3 8 5 6 -8 -9 -10
leaf_value=-3.4657280791907585e-05 -0.0027935091502658506 0.0012499955749709899 -0.0002948002371183188 -0.0004440824227088769 0.0034480812488644928 -0.0017124882388612794 0.0027554803484621045 4.2377384605420907e-05 0.00069617485512401081
leaf_weight=8178.4604704380035 56.01509165763855 199.04127144813538 115.44072425365448 556.27007079124451 70.440528988838196 38.576670527458191 52.025976061820984 80.274594664573669 213.45486807823181
leaf_count=4026 43 67 84 348 16 33 15 49 99
internal_value=0 0.000205165 2.9296e-05 0.000179428 0.00103495 0.00198816 0.000853115 -0.00112317 -0.000127874
internal_weight=0 1381.54 1182.5 1046.21 276.484 161.043 90.6026 136.29 769.725
internal_count=4780 754 687 595 148 64 48 92 447
is_linear=0
shrinkage=0.06


Tree=931
num_leaves=10
num_cat=0
split_feature=126 70 129 45 132 106 141 112 29
split_gain=0.0188598 0.0416755 0.0528672 0.0298808 0.0828431 0.103846 0.0785479 0.0956129 0.123166
threshold=0.0045489775948226461 0.0056525857653468856 0.0053125319536775359 0.010180860292166473 0.0013560238294303419 0.0072436286136507997 0.022641776129603389 0.00062670491752214741 0.0087224207818508166
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 -6 7 8 -5
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=3.1572121781552319e-05 0.00050301978099942166 0.0016550868844412048 -0.0015634531626688355 -0.00036721911222918516 -0.0034217189654203724 -0.00045345000802996839 -0.002800980046267595 -0.00078527349769873212 0.0010427344557452185
leaf_weight=7685.7134176492691 219.5772647857666 77.936614632606506 55.918662548065186 449.12054646015167 62.932602643966675 130.25187802314758 37.407680511474609 398.05886149406433 443.08273816108704
leaf_count=3693 178 47 38 217 44 77 32 252 202
internal_value=0 0.000430117 8.35784e-05 -1.65118e-05 -0.000259507 -0.00142041 -9.05882e-05 -1.20077e-05 0.000332987
internal_weight=0 353.433 275.496 9206.57 1520.85 193.184 1327.67 1290.26 892.203
internal_count=4780 263 216 4517 824 121 703 671 419
is_linear=0
shrinkage=0.06


Tree=932
num_leaves=10
num_cat=0
split_feature=99 34 87 94 87 106 33 23 44
split_gain=0.0194697 0.0537956 0.0920354 0.0789474 0.0793783 0.0827248 0.0765121 0.071945 0.120144
threshold=0.00017767510871635753 0.0012745757703669371 0.0020292587578296666 0.0012745757703669371 0.00017767510871635753 0.0084566329605877417 0.00066645268816500913 0.059226244688034065 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -3 -9
right_child=-2 7 -4 -5 6 -7 -8 8 -10
leaf_value=-0.00070183372297485274 -4.4356414581711396e-05 -0.0001962416728387176 -0.0021288813062152407 0.001748501936985345 0.0002082865947123951 0.0014287645315925104 0.0033596691004792994 -0.00062633903947212789 0.0031960118578415351
leaf_weight=246.95802140235901 7537.3244333267212 1210.951842546463 41.987211465835571 203.7172315120697 58.06378436088562 89.337227463722229 53.098536968231201 57.184081673622131 61.377896189689636
leaf_count=167 3689 672 31 71 30 42 11 44 23
internal_value=0 0.00016529 0.000593829 0.000769388 0.000323619 -0.000135838 0.0017136 -5.81351e-05 0.00135244
internal_weight=0 2022.68 693.162 651.175 447.458 336.295 111.162 1329.51 118.562
internal_count=4780 1091 352 321 250 209 41 739 67
is_linear=0
shrinkage=0.06


Tree=933
num_leaves=10
num_cat=0
split_feature=124 132 35 138 25 146 4 0 29
split_gain=0.0198201 0.0694398 0.0923731 0.080454 0.0827005 0.0755514 0.0685184 0.0683367 0.0657673
threshold=0.013860232196748258 0.0062037324532866487 0.00087947337306104611 0.0011261500185355546 0.0079489401541650313 0.0041444667149335155 0.0032328735105693345 0.015675474889576439 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -3 8 -5 -2
right_child=1 5 3 7 -6 -7 -8 -9 -10
leaf_value=-3.9175130668222739e-05 -4.8498937590792889e-05 -1.4402696638355636e-05 0.0020407998407926853 0.00051703445365032248 -0.00031746236514329377 -0.0017925560478411963 0.0015097343673408201 -0.001489395184676861 -0.0033048316138209427
leaf_weight=7929.5146633386612 39.45637321472168 477.5738639831543 230.21828544139862 560.68042492866516 69.753684520721436 104.91981410980225 27.862902164459229 68.584694504737854 51.435560703277588
leaf_count=4054 19 202 74 219 40 75 14 39 44
internal_value=0 0.00019052 0.00048244 0.000683815 0.00149242 -0.000334687 -0.00109329 0.00029835 -0.00189125
internal_weight=0 1630.49 1047.99 929.237 299.972 582.494 118.755 629.265 90.8919
internal_count=4780 726 449 372 114 277 77 258 63
is_linear=0
shrinkage=0.06


Tree=934
num_leaves=10
num_cat=0
split_feature=12 128 10 53 138 31 117 133 91
split_gain=0.0191691 0.0503316 0.028155 0.0703736 0.0740333 0.0964395 0.19539 0.0720837 0.112186
threshold=0.052634395658969886 0.028884131461381916 0.0013986918493174019 0.015675474889576439 0.0079489401541650313 0.00060774214216507982 0.0012357163941487672 0.0087224207818508166 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 6 -6 -1 -9
right_child=1 -3 -4 -5 5 -7 -8 8 -10
leaf_value=0.0002508147421886194 0.001050086279215658 -0.00080409028499885105 4.5474921306934042e-05 -0.0019027233494725224 -0.0051576961167461941 -3.0357293941155888e-05 -0.00047950726874410103 0.00075044367174888324 -0.0011012671244080472
leaf_weight=1325.4401164054871 181.69927942752838 74.236786365509033 7018.2336627244949 83.877993822097778 50.170141577720642 169.22610569000244 89.433656573295593 166.79169654846191 400.89082777500153
leaf_count=647 62 34 3540 57 38 71 47 64 220
internal_value=0 0.000512264 -1.40914e-05 -0.000196979 -0.000132003 -0.000993374 -0.00216073 8.51493e-06 -0.000557213
internal_weight=0 255.936 9304.06 2285.83 2201.95 308.83 139.604 1893.12 567.683
internal_count=4780 96 4684 1144 1087 156 85 931 284
is_linear=0
shrinkage=0.06


Tree=935
num_leaves=10
num_cat=0
split_feature=10 139 10 115 75 85 14 87 121
split_gain=0.0189917 0.0664375 0.0635284 0.155151 0.180055 0.207219 0.145962 0.178966 0.136925
threshold=0.0035485138650983576 0.0017376682371832433 0.0016846025246195497 0.010829726699739696 0.0062037324532866487 0.00068727668258361529 0.0063990866765379914 0.0072436286136507997 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 -4 -7
right_child=1 -3 3 -5 5 8 -8 -9 -10
leaf_value=-9.094334472553154e-05 -0.00012387641445903532 0.0010601493110753318 6.3112811954574541e-05 -0.00060247819913615455 0.0032913093221972095 0.0015281042654267535 -0.0029034828505371158 0.0024094254099702697 -0.0017502522793158184
leaf_weight=2804.90946829319 4775.2463570833206 176.92689025402069 774.70202696323395 447.95155644416809 176.83046114444733 149.06398808956146 50.266570687294006 137.85623347759247 66.246714472770691
leaf_count=1352 2531 53 407 216 48 39 43 54 37
internal_value=0 -8.15746e-05 8.76707e-05 0.000365552 0.000685582 0.00176936 0.000244177 0.00041756 0.000519421
internal_weight=0 4952.17 4607.83 1802.92 1354.97 392.141 962.825 912.558 215.311
internal_count=4780 2584 2196 844 628 124 504 461 76
is_linear=0
shrinkage=0.06


Tree=936
num_leaves=10
num_cat=0
split_feature=112 56 71 39 115 84 39 134 80
split_gain=0.0191452 0.0411021 0.0618181 0.0577957 0.0513859 0.0407591 0.0402943 0.0440185 0.0374637
threshold=0.0062037324532866487 0.0003614811430452392 0.0092791137285530585 0.0048403022810816774 0.0054799309000372895 0.0005375427135732026 0.0010918468469753864 0.0003614811430452392 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 8 -2
right_child=1 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-2.1796854648661774e-05 0.00041676822212260658 -0.00027008229866185913 0.0020662705889804346 -0.0025065489355523404 -0.0022106328994674694 -0.00049115729630755292 0.0018476183651980713 0.0024563934886232884 -0.0019287338758342534
leaf_weight=8968.9497829675674 88.553953886032104 68.48826539516449 100.73784029483795 30.39374041557312 29.224750399589539 121.47853255271912 91.578778386116028 26.693912148475647 33.900710463523865
leaf_count=4417 61 34 37 26 25 99 39 13 29
internal_value=0 0.000330758 0.00112071 1.38464e-05 0.00020955 0.000404823 0.000856963 0.00024869 -0.000232567
internal_weight=0 591.05 169.226 421.824 391.431 362.206 240.727 149.149 122.455
internal_count=4780 363 71 292 266 241 142 103 90
is_linear=0
shrinkage=0.06


Tree=937
num_leaves=10
num_cat=0
split_feature=117 128 39 52 69 30 79 125 135
split_gain=0.0197403 0.0864524 0.107627 0.251434 0.127838 0.0900949 0.0823722 0.124279 0.181184
threshold=0.016668972559273246 0.0026012937305495147 0.00077738583786413084 0.002945306478068233 0.00039601318712811922 0.0031340263085439806 0.00043393640953581786 0.0079489401541650313 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 -4 -5 -6 -2 -8 -9
right_child=1 2 3 4 5 -7 7 8 -10
leaf_value=-4.6272290570415372e-05 0.00067943423113159219 -0.00080253405814290535 0.0024111732835066842 0.0014839986195594125 -0.0048058363451476648 -0.00069068607671458275 -7.8276397411681329e-05 -0.0044866303035037561 -0.00015721897087239906
leaf_weight=7422.1611557006836 415.11156618595123 110.66833508014679 257.79190027713776 53.194966077804565 31.562730431556702 48.711864233016968 1077.5905516147614 59.618490815162659 83.588706493377686
leaf_count=3679 242 75 73 16 27 22 553 51 42
internal_value=0 0.000160648 0.000849476 0.00131675 -0.000797101 -0.0023087 -5.06976e-05 -0.000298967 -0.00195959
internal_weight=0 2137.84 501.93 391.261 133.47 80.2746 1635.91 1220.8 143.207
internal_count=4780 1101 213 138 65 49 888 646 93
is_linear=0
shrinkage=0.06


Tree=938
num_leaves=10
num_cat=0
split_feature=52 39 125 20 82 31 85 118 114
split_gain=0.0186418 0.0578801 0.130804 0.101547 0.132549 0.0943131 0.127765 0.135847 0.12789
threshold=0.00899649551138282 0.0027679565828293566 0.012252715881913902 0.0013146653072908523 0.0038949446752667431 0.0010918468469753864 0.00093549740267917525 0.0019672545604407792 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 8 -8 -3
right_child=1 5 -4 4 -6 -7 7 -9 -10
leaf_value=-4.1743295211587119e-05 0.00037288882356850683 0.00038745230342498689 -0.0029492509114376038 -0.0020335350793361296 0.0014942710663373915 -0.00017545672007991374 -0.0026704790068370885 0.00098568934808186443 0.0025586874152588959
leaf_weight=7658.8875542879105 661.39458382129669 177.40903580188751 57.280510783195496 154.01739478111267 51.049844264984131 429.64527332782745 60.498193502426147 92.554910182952881 217.26296615600586
leaf_count=3852 374 78 49 117 24 161 37 30 58
internal_value=0 0.000168168 -0.00017237 1.12055e-05 -0.00115532 0.000490022 0.00101203 -0.000459506 0.0015827
internal_weight=0 1901.11 923.742 866.462 205.067 977.37 547.725 153.053 394.672
internal_count=4780 928 564 515 141 364 203 67 136
is_linear=0
shrinkage=0.06


Tree=939
num_leaves=10
num_cat=0
split_feature=124 82 20 94 131 2 149 20 146
split_gain=0.0191108 0.061004 0.0709912 0.116517 0.138122 0.120881 0.0836959 0.0676129 0.0881823
threshold=0.013860232196748258 0.0034400182776153092 0.0016846025246195497 0.0010918468469753864 0.00017767510871635753 0.00087947337306104611 0.00060774214216507982 0.00070876078098081063 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 -5 6 -6 8 -2
right_child=1 -3 3 4 5 -7 -8 -9 -10
leaf_value=-3.8467743699945827e-05 -0.0011808804095960106 0.00096326150020598132 0.00043770373678448412 0.0012788543599002681 -0.0061060385996016394 -2.4343374168891394e-05 -0.0022343721763773954 0.0010795183811698065 0.00031983922904532756
leaf_weight=7929.5146633386612 184.61583411693573 297.92327725887299 139.02522349357605 35.949403166770935 42.083640575408936 34.780413150787354 38.480241417884827 261.58815765380859 596.0394127368927
leaf_count=4054 94 127 55 16 36 15 28 91 264
internal_value=0 0.00018708 1.35472e-05 -0.000816221 -0.00196846 -0.00298056 -0.00425679 0.000244681 -3.50634e-05
internal_weight=0 1630.49 1332.56 290.319 151.294 115.344 80.5639 1042.24 780.655
internal_count=4780 726 599 150 95 79 64 449 358
is_linear=0
shrinkage=0.06


Tree=940
num_leaves=10
num_cat=0
split_feature=67 107 63 110 29 148 32 28 22
split_gain=0.0193948 0.045923 0.0570644 0.0457431 0.0354833 0.0613911 0.0266696 0.0350136 0.022546
threshold=0.0068083447404205808 0.00073092587990686308 0.00017767510871635753 0.00017767510871635753 0.00082683752407319855 0.010180860292166473 0.0042751494329422721 0.0013986918493174019 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 3 -3 4 5 -2 7 -4 -1
right_child=1 2 6 -5 -6 -7 -8 -9 -10
leaf_value=-7.606105756181331e-05 -0.0035005982115522776 0.0027954789648722321 0.00065081972465199842 0.00081924501030096724 0.00047721103043756529 0.00021960144669014165 0.0011868232531191095 -0.0014988084356894506 0.00013590669014161653
leaf_weight=6652.1841551065445 39.745660543441772 46.27745509147644 74.140357255935669 65.860998034477234 30.104453086853027 26.693912148475647 101.90683031082153 43.156201481819153 2479.9302438497543
leaf_count=3517 34 15 29 17 11 13 38 32 1074
internal_value=0 0.000394809 0.000880976 -0.00039992 -0.00123162 -0.00200591 0.000476792 -0.00014008 -1.84988e-05
internal_weight=0 427.886 265.481 162.405 96.544 66.4396 219.203 117.297 9132.11
internal_count=4780 189 114 75 58 47 99 61 4591
is_linear=0
shrinkage=0.06


Tree=941
num_leaves=10
num_cat=0
split_feature=104 77 108 20 25 20 14 31 137
split_gain=0.0192274 0.0548933 0.0882403 0.131275 0.149889 0.122658 0.150355 0.181603 0.0978203
threshold=0.00060774214216507982 0.0011261500185355546 0.011169348377734424 0.0036604277556762104 0.0079489401541650313 0.00062670491752214741 0.0026012937305495147 0.0046923852059990176 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 8 7 -7 -3
right_child=-2 2 -4 4 -6 6 -8 -9 -10
leaf_value=-0.00044525687267855365 -3.9834950697523233e-05 0.00076432040349027459 -0.001827742858104672 0.0041535959117932593 0.0003593752331761482 -0.0059505716559340831 5.0523064504649781e-05 -6.1288423083195079e-05 -0.0016936869968687898
leaf_weight=388.89979958534241 7841.4546957015991 804.92659056186676 62.932602643966675 70.53695809841156 79.985307335853577 39.745660543441772 172.82950484752655 35.852974057197571 62.836173534393311
leaf_count=254 3959 305 44 21 34 34 79 11 39
internal_value=0 0.000181761 0.000365153 0.0004741 0.0021374 0.000249798 -0.00092572 -0.00315755 0.000586332
internal_weight=0 1718.55 1329.65 1266.71 150.522 1116.19 248.428 75.5986 867.763
internal_count=4780 821 567 523 55 468 124 45 344
is_linear=0
shrinkage=0.06


Tree=942
num_leaves=10
num_cat=0
split_feature=21 141 105 96 128 0 65 27 81
split_gain=0.0187651 0.0526795 0.0882393 0.110326 0.0898042 0.0450905 0.0681505 0.0962289 0.0614061
threshold=0.0056525857653468856 0.0066005610860884198 0.0036604277556762104 0.0079489401541650313 0.0012745757703669371 0.007706565549597145 0.0012745757703669371 0.001792412775103003 0.020658296532928947
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 4 -4 -3 6 -2 -8 -7
right_child=1 2 3 -5 -6 8 7 -9 -10
leaf_value=-3.4549673828085666e-05 0.00026632216658514741 -0.001350384195181401 -0.0048110022799076838 -0.00033107146693138267 0.0012695058131550064 -0.00066992027262456416 0.0024699427151541808 5.5020012036172221e-06 0.0020401867592943763
leaf_weight=8178.4604704380035 612.58629047870636 81.732872009277344 33.900710463523865 47.542874217033386 111.16232132911682 223.57822108268738 140.0013552904129 96.254738450050354 34.780413150787354
leaf_count=4026 347 65 29 21 41 147 46 43 15
internal_value=0 0.000204528 -0.000539793 -0.00219583 0.000159415 0.000388953 0.000600194 0.00146589 -0.000305084
internal_weight=0 1381.54 274.339 81.4436 192.895 1107.2 848.842 236.256 258.359
internal_count=4780 754 156 50 106 598 436 89 162
is_linear=0
shrinkage=0.06


Tree=943
num_leaves=10
num_cat=0
split_feature=93 27 29 135 25 125 107 146 140
split_gain=0.0192496 0.045798 0.076917 0.0522451 0.0626575 0.0654564 0.0757589 0.0567205 0.0541648
threshold=0.016668972559273246 0.0060143163427710542 0.0053125319536775359 0.0013986918493174019 0.017724351026117805 0.0015833032084628942 0.0010263677686452868 0.0056525857653468856 0.031632266007363803
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 -8 -5
right_child=1 2 -4 8 -6 -7 7 -9 -10
leaf_value=-2.9419463332545647e-05 0.0025004029715901552 -0.00020161619911962883 0.0028590904284982997 0.00026369119784050649 0.0011745037947634574 -0.0019825882603656856 -9.5933926240102308e-05 -0.0028163844462895677 0.0021451334910239368
leaf_weight=8540.2924821376801 32.346004009246826 58.06378436088562 60.208906173706055 461.77473771572113 70.53695809841156 109.7886323928833 129.37217533588409 35.069700479507446 62.546886205673218
leaf_count=4188 8 30 22 277 21 89 91 30 24
internal_value=0 0.000246395 0.00135649 0.000100745 -0.000437859 -0.000808831 -0.000153988 -0.000676111 0.00048813
internal_weight=0 1019.71 118.273 901.435 377.113 306.577 196.788 164.442 524.322
internal_count=4780 592 52 540 239 218 129 121 301
is_linear=0
shrinkage=0.06


Tree=944
num_leaves=10
num_cat=0
split_feature=108 114 58 100 77 65 46 87 85
split_gain=0.0189738 0.0708161 0.0662123 0.0938221 0.0845542 0.0640679 0.0827687 0.0650091 0.06511
threshold=0.021960759535431865 0.011169348377734424 0.00096484774257987748 0.00044738779251929378 0.0011261500185355546 0.0035485138650983576 0.0081988852471113222 0.0011615398107096555 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 -5 -9
right_child=1 -3 3 5 -6 -7 -8 8 -10
leaf_value=-2.7817219278748955e-05 -0.00018293283036166047 0.0020672806421887877 0.0024109722493240488 -0.0015109815656056916 -0.0037501994917080441 0.0013232374546046758 0.00083798978746436621 0.00087595246438688251 -0.0015572193054792401
leaf_weight=8625.8216115236282 81.250726461410522 71.802377223968506 69.560826301574707 182.07315516471863 33.900710463523865 125.09377241134644 189.00250685214996 123.14150881767273 58.353071689605713
leaf_count=4271 40 27 30 141 29 48 83 66 45
internal_value=0 0.000256853 0.000106115 0.000312501 -0.00123314 9.70973e-05 -0.000180483 -0.000709941 9.36534e-05
internal_weight=0 934.179 862.376 747.225 115.151 677.664 552.57 363.568 181.495
internal_count=4780 509 482 413 69 383 335 252 111
is_linear=0
shrinkage=0.06


Tree=945
num_leaves=10
num_cat=0
split_feature=122 8 72 122 122 44 29 103 36
split_gain=0.0184269 0.0389625 0.0544488 0.067608 0.044339 0.0421731 0.0524374 0.0284338 0.159424
threshold=0.0048403022810816774 0.0060143163427710542 0.0042751494329422721 0.0060143163427710542 0.031632266007363803 0.0060143163427710542 0.0032328735105693345 0.004017772153019906 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 4 -3 -4 5 6 -2 -1 -9
right_child=1 2 3 -5 -6 -7 -8 8 -10
leaf_value=-4.4127857212924205e-05 0.00011187812415910402 0.00069010863890912779 0.00029105659664690683 -0.0033339918409102153 -0.00094517660868907532 6.4723639312664233e-05 0.0020668932425146717 0.00010107888992900711 0.0042834954940754923
leaf_weight=8588.3056612014771 75.30934727191925 69.560826301574707 34.683984041213989 39.745660543441772 55.822233438491821 141.45963263511658 143.50832533836365 375.65519297122955 35.949403166770935
leaf_count=4293 30 30 10 34 33 62 49 223 16
internal_value=0 0.000333917 -0.000516785 -0.00164473 0.000628301 0.000872099 0.00139405 -2.07806e-05 0.00046637
internal_weight=0 560.09 143.99 74.4296 416.1 360.277 218.818 8999.91 411.605
internal_count=4780 248 74 44 174 141 79 4532 239
is_linear=0
shrinkage=0.06


Tree=946
num_leaves=10
num_cat=0
split_feature=52 80 87 23 38 19 63 31 86
split_gain=0.0192405 0.0640058 0.134197 0.104056 0.134101 0.120446 0.102056 0.0954225 0.10768
threshold=0.00047558375808876013 0.00050559637020342063 0.0013146653072908523 0.0044099434744566688 0.00093549740267917525 0.0022272822679951791 0.0042751494329422721 0.0014427106943912806 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 8 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=0.0002262518246715699 -0.0019366957671393186 3.5070625336349585e-05 0.00051311035298737761 0.00019447411881139362 0.0018603962402087731 -0.0023630401020517315 0.00035874467423138983 -0.00047136821487131297 -0.0049759427079264845
leaf_weight=1185.3423320055008 191.13578796386719 7197.1246572732925 365.24255263805389 173.31165039539337 91.578778386116028 107.35422325134277 85.926686525344849 109.21005773544312 53.773540735244751
leaf_count=596 134 3516 160 104 39 82 44 59 46
internal_value=0 -3.20235e-05 -0.000442105 -0.000871613 -0.000133259 -0.000783771 -0.0014962 -0.0019463 -0.00260401
internal_weight=0 8374.66 1177.53 812.291 372.245 280.666 440.046 354.119 244.909
internal_count=4780 4184 668 508 225 186 283 239 180
is_linear=0
shrinkage=0.06


Tree=947
num_leaves=10
num_cat=0
split_feature=45 0 141 0 83 83 54 44 15
split_gain=0.0198276 0.0523658 0.0884741 0.0889473 0.0542468 0.124489 0.0944679 0.0725128 0.0736411
threshold=0.000490355829242617 0.013439828064292671 0.0056525857653468856 0.035692447796463973 0.0046923852059990176 0.057509137317538268 0.00073092587990686308 0.00057154725072905432 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 6 -6 8 -1
right_child=-2 2 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00014278802838437276 -3.3755014450826553e-05 -0.001675408549092809 -0.0032280886079589909 0.0019960931316668172 -0.0024012963418171404 0.0029943606483456221 2.1126181361103709e-07 0.0012552180250855775 0.0023009163430567125
leaf_weight=416.67811334133148 8294.2750704288483 48.808293342590332 40.81822144985199 46.27745509147644 86.40883207321167 35.949403166770935 185.68839502334595 355.40848696231842 49.687996029853821
leaf_count=204 4189 27 30 15 69 16 90 127 13
internal_value=0 0.000221196 -0.000891545 0.000111481 0.000355045 -0.000324005 -0.000762426 0.000609591 0.000117571
internal_weight=0 1265.73 135.904 95.0857 1129.82 308.047 272.097 821.775 466.366
internal_count=4780 591 72 42 519 175 159 344 217
is_linear=0
shrinkage=0.06


Tree=948
num_leaves=10
num_cat=0
split_feature=70 125 72 38 132 75 32 105 28
split_gain=0.0196835 0.0350637 0.0988474 0.0521123 0.0573365 0.0445499 0.0314618 0.0338739 0.0274206
threshold=0.017188700847327713 0.0036604277556762104 0.0010263677686452868 0.0011261500185355546 0.00062670491752214741 0.0072436286136507997 0.00077738583786413084 0.0015349716995842757 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 5 -3 4 -4 6 7 -2 -1
right_child=1 2 3 -5 -6 -7 -8 -9 -10
leaf_value=-8.5522186818404536e-05 5.4930297726013396e-05 0.0037472443189289955 -0.0019158939758756155 0.0014167948927228788 0.00084982352653666516 -0.0015008299919205765 0.00069069436725434819 -0.0020131039101290138 0.00015743111367819609
leaf_weight=6623.7545189857483 133.75884807109833 37.021964073181152 53.580682516098022 92.651339292526245 54.363956093788147 61.570754408836365 229.82072830200195 36.238690495491028 2237.2387846708298
leaf_count=3414 80 12 36 35 17 33 113 31 1009
internal_value=0 0.000306531 0.000898683 0.000372953 -0.000523001 1.56877e-06 0.000232933 -0.000385916 -2.41809e-05
internal_weight=0 699.007 237.618 200.596 107.945 461.389 399.818 169.998 8860.99
internal_count=4780 357 100 88 53 257 224 111 4423
is_linear=0
shrinkage=0.06


Tree=949
num_leaves=10
num_cat=0
split_feature=25 77 18 7 36 39 40 3 21
split_gain=0.0186123 0.0471757 0.0633123 0.0491661 0.0414384 0.0464319 0.0537323 0.058451 0.0852847
threshold=0.030689206905663017 0.010500331409275534 0.0031340263085439806 0.0022975050378590827 0.00017767510871635753 0.00040826165059115743 0.0011980500421486797 0.0053125319536775359 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 -3 -6 -7 8 -8
right_child=1 2 -4 -5 5 6 7 -9 -10
leaf_value=-2.4945930654820653e-05 0.00032586252274165048 -0.0014201042179538389 -0.0016790554652518404 0.002225829349920657 -0.00085925465319730565 0.001871322565947562 -0.0026310518947181951 0.00087009888570253652 0.001202340461535093
leaf_weight=8780.4057402610779 127.4317524433136 49.001151561737061 70.826245427131653 79.696020007133484 83.68513560295105 102.78653299808502 50.073712468147278 180.24100208282471 35.852974057197571
leaf_count=4477 50 37 36 19 47 24 33 46 11
internal_value=0 0.000280961 2.10354e-07 0.00105691 0.000237305 0.00041673 0.000706145 0.000256186 -0.00103157
internal_weight=0 779.595 572.467 207.128 501.641 452.639 368.954 266.168 85.9267
internal_count=4780 303 234 69 198 161 114 90 44
is_linear=0
shrinkage=0.06


Tree=950
num_leaves=10
num_cat=0
split_feature=109 80 17 110 118 34 15 33 58
split_gain=0.0194151 0.0552017 0.0498469 0.143314 0.0614964 0.0560439 0.0487756 0.0961743 0.0705626
threshold=0.00066645268816500913 0.0032328735105693345 0.00057154725072905432 0.00044738779251929378 0.00047558375808876013 0.0046923852059990176 0.00017767510871635753 0.00093549740267917525 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 7 8 -2
right_child=6 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=0.00017449362594353779 -0.00037838185807895322 0.0016632727386965643 -0.00068120852949540172 0.0014787296474551828 -0.0037290481193893929 0.0022496053727411617 -1.9057822250902626e-06 0.0003384299686480079 -0.003352366646636698
leaf_weight=471.33135676383972 49.880854249000549 92.554910182952881 45.397752404212952 59.039916157722473 50.170141577720642 52.025976061820984 8554.7906671762466 117.10370051860809 67.704991817474365
leaf_count=236 23 30 29 21 38 15 4284 51 53
internal_value=0 0.00028879 0.000101147 -0.000845417 -0.00228123 0.000380777 -2.53164e-05 -0.00087867 -0.00209078
internal_weight=0 770.52 677.965 154.608 95.5679 523.357 8789.48 234.69 117.586
internal_count=4780 369 339 88 67 251 4411 127 76
is_linear=0
shrinkage=0.06


Tree=951
num_leaves=10
num_cat=0
split_feature=17 46 63 100 143 148 22 84 65
split_gain=0.0187589 0.129672 0.142049 0.148267 0.119954 0.104323 0.1014 0.123752 0.110292
threshold=0.02636832278221846 0.0081988852471113222 0.0030382014811038975 0.0021592099219560628 0.0079489401541650313 0.0028552538715302949 0.00017767510871635753 0.0005893622583243997 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 5 4 -4 -3 7 -2 -8
right_child=1 2 3 -5 -6 -7 8 -9 -10
leaf_value=2.3150580907913898e-05 -0.0023880538205549866 -0.001298519990702889 -0.0005892346654858884 0.00049675022975196605 -0.0047710117625210874 0.0017866284860931568 -0.0012784877679308576 0.001740837077402891 -0.0055072080904599455
leaf_weight=8885.8313813209534 52.508121609687805 48.808293342590332 51.049844264984131 125.09377241134644 47.832161545753479 205.9587824344635 52.315263390541077 52.025976061820984 38.576670527458191
leaf_count=4459 40 27 24 48 36 68 30 15 33
internal_value=0 -0.000305134 0.000226521 -0.000875754 -0.00261208 0.00119558 -0.00160755 -0.00033313 -0.00307326
internal_weight=0 674.169 478.743 223.976 98.882 254.767 195.426 104.534 90.8919
internal_count=4780 321 203 108 60 95 118 55 63
is_linear=0
shrinkage=0.06


Tree=952
num_leaves=10
num_cat=0
split_feature=86 140 5 19 137 144 12 100 150
split_gain=0.018886 0.0735625 0.186312 0.0941598 0.10723 0.084335 0.132261 0.329346 0.126009
threshold=0.00096484774257987748 0.02636832278221846 0.00017767510871635753 0.0034400182776153092 0.00040826165059115743 0.00082683752407319855 0.00087947337306104611 0.0037758676335215573 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 6 8 -8 -2
right_child=1 2 3 4 -6 -7 7 -9 -10
leaf_value=5.4589654457956323e-05 0.0017770950373089318 0.0023186755690262125 0.0006984310835403449 -0.00025687471281368658 -0.0047699761451718446 -4.8550796946745332e-05 -0.0043075789133170863 7.5399889337601975e-05 -0.00082806779243536769
leaf_weight=6737.0382807254791 93.627471089363098 144.38802802562714 90.313359260559082 45.204894185066223 32.635291337966919 1934.2656716108322 113.19917333126068 135.71111166477203 233.61698567867279
leaf_count=3565 26 35 33 19 23 799 87 62 131
internal_value=0 -0.000130279 0.000737774 -0.000619695 -0.00214904 -0.00023835 -0.000875542 -0.00191789 -8.27082e-05
internal_weight=0 2822.96 312.542 168.154 77.8402 2510.42 576.155 248.91 327.244
internal_count=4780 1215 110 75 42 1105 306 149 157
is_linear=0
shrinkage=0.06


Tree=953
num_leaves=10
num_cat=0
split_feature=99 143 142 60 110 80 135 96 19
split_gain=0.0195521 0.0466578 0.0898226 0.112004 0.114496 0.0757561 0.144065 0.109391 0.121327
threshold=0.00017767510871635753 0.001792412775103003 0.0020932231564074759 0.0054799309000372895 0.00017767510871635753 0.00042089859198313212 0.00039601318712811922 0.00017767510871635753 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -3 -9
right_child=1 5 -4 4 -6 -7 -8 8 -10
leaf_value=0.00016563982368798677 0.00033317732159989096 -0.0056725890119534153 0.0019781012841436443 -7.4037661194421611e-05 -0.0033503783773822624 -6.384741740948347e-05 0.00056211748138208805 -0.00038018713003896645 -0.0034970007566580193
leaf_weight=2022.6758335828781 1186.8970384597778 24.548790335655212 102.0032594203949 98.496289372444153 62.932602643966675 5721.8609606027603 139.31451082229614 133.46956074237823 67.801420927047729
leaf_count=1091 617 21 43 40 44 2731 70 65 58
internal_value=0 -4.44502e-05 0.000261375 0.000131501 -0.00135131 -0.000117318 -0.000955235 -0.00189133 -0.00143014
internal_weight=0 7537.32 1450.33 1348.33 161.429 6087 365.134 225.82 201.271
internal_count=4780 3689 744 701 84 2945 214 144 123
is_linear=0
shrinkage=0.06


Tree=954
num_leaves=10
num_cat=0
split_feature=91 145 35 79 147 115 39 142 29
split_gain=0.0185609 0.100038 0.0930218 0.0561664 0.0839587 0.0622014 0.0464834 0.0399642 0.0375955
threshold=0.0095705352723598498 0.0026833302108570938 0.0014427106943912806 0.020035739988088611 0.0038949446752667431 0.0033348383149132137 0.0048403022810816774 0.010180860292166473 0.0087224207818508166
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 8 -4 -6 -2
right_child=1 2 6 -5 7 -7 -8 -9 -10
leaf_value=-2.2147522370087331e-05 1.6612751101571499e-05 0.00057996816024397915 -0.0013438506204871111 0.0027210126949815732 -0.0018573299078301186 0.0029563415060602483 -0.0044768928609437509 0.0003098875366646125 0.0014131682407801602
leaf_weight=8933.0849682092667 152.36625921726227 59.232774376869202 40.914650559425354 45.108465075492859 65.077724456787109 49.687996029853821 29.224750399589539 57.870926141738892 127.4317524433136
leaf_count=4465 91 31 35 14 36 13 25 20 50
internal_value=0 0.000315586 -0.00117078 0.000702073 0.000500782 0.00100007 -0.00264928 -0.000837238 0.000652663
internal_weight=0 626.915 129.372 497.543 452.435 329.486 70.1394 122.949 279.798
internal_count=4780 315 91 224 210 154 60 56 141
is_linear=0
shrinkage=0.06


Tree=955
num_leaves=10
num_cat=0
split_feature=0 109 142 40 29 51 21 148 108
split_gain=0.0196767 0.0903838 0.116481 0.108132 0.154619 0.102369 0.0966862 0.094023 0.0965574
threshold=0.0087224207818508166 0.013032016810029747 0.011519505176693203 0.0027679565828293566 0.0053125319536775359 0.0092791137285530585 0.0092791137285530585 0.08153740689158441 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -3 6 -4 -5 8 -2
right_child=1 3 5 4 -6 -7 -8 -9 -10
leaf_value=-5.2136809337684202e-05 -0.0020415679910247503 0.001209905423295126 -0.0032544787940160962 -0.0025874390885644583 0.00062414508553887654 0.0003736636829073537 0.0010485892036724512 0.0019924119800658739 2.044503386178064e-05
leaf_weight=6994.1670179367065 87.384963870048523 501.05009341239929 76.864053726196289 108.33035504817963 363.88070440292358 44.035904169082642 34.780413150787354 80.96143913269043 1268.545322060585
leaf_count=3544 60 227 51 73 149 18 15 25 618
internal_value=0 0.000142119 -0.000144343 0.000584807 -3.2966e-05 -0.00193299 -0.00170377 6.15332e-06 -0.000112444
internal_weight=0 2565.83 1557.79 1008.04 506.991 120.9 143.111 1436.89 1355.93
internal_count=4780 1236 772 464 237 69 88 703 678
is_linear=0
shrinkage=0.06


Tree=956
num_leaves=10
num_cat=0
split_feature=97 18 128 21 18 60 60 68 42
split_gain=0.0185405 0.147292 0.103529 0.0743044 0.0299938 0.0668482 0.0354846 0.096476 0.115514
threshold=0.04273676127195359 0.0010585968848317864 0.0058306583669036635 0.0012745757703669371 0.13848232477903369 0.00046126570669002836 0.0017376682371832433 0.033603202551603324 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1 -8 -9
right_child=1 3 -4 -5 5 -7 7 8 -10
leaf_value=-0.0001224865032237827 0.00239928034584448 -0.0036304893177033755 -0.00039480796259729647 -5.3378867847754363e-05 0.0018411279927660542 -0.00035921213875698163 6.4142699935632819e-05 0.0038834188676162814 -4.5159398136452694e-06
leaf_weight=5677.0671677589417 127.04603600502014 37.311251401901245 76.478337287902832 47.542874217033386 97.038012027740479 101.90683031082153 3285.4235683679581 53.098536968231201 57.087652564048767
leaf_count=3091 30 27 31 21 24 38 1468 11 39
internal_value=0 0.000473783 0.00134935 -0.00162627 -1.47362e-05 0.000714033 -3.07166e-05 0.000122712 0.00186907
internal_weight=0 288.378 203.524 84.8541 9271.62 198.945 9072.68 3395.61 110.186
internal_count=4780 109 61 48 4671 62 4609 1518 50
is_linear=0
shrinkage=0.06


Tree=957
num_leaves=10
num_cat=0
split_feature=58 149 113 81 129 141 81 94 78
split_gain=0.0184476 0.0567862 0.110853 0.217804 0.142117 0.167114 0.11063 0.140295 0.155351
threshold=0.0062037324532866487 0.00060774214216507982 0.0005893622583243997 0.004017772153019906 0.0044099434744566688 0.00070876078098081063 0.0035485138650983576 0.00043393640953581786 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 7 -3 -9
right_child=-2 2 -4 4 -6 -7 -8 8 -10
leaf_value=0.00012767210956349357 0.00014091413805483383 -0.0027062590569971096 -5.855649299088178e-05 1.373097448853928e-05 -0.00062732407708715378 -0.0044263054684769232 0.0025725956579273237 0.0020429375809870327 -0.00099370616554628048
leaf_weight=3396.7905886173248 2477.7022371292114 72.380951881408691 3024.4021446704865 40.625363230705261 124.02121150493622 122.6475225687027 53.194966077804565 105.41380035877228 142.82148087024689
leaf_count=1460 1495 57 1466 20 52 100 16 41 73
internal_value=0 -4.9298e-05 -0.000212405 -0.000916224 -0.00215848 -0.00332154 3.85188e-05 -0.000381922 0.000295813
internal_weight=0 7082.3 3685.51 661.105 287.294 163.273 373.811 320.616 248.235
internal_count=4780 3285 1825 359 172 120 187 171 114
is_linear=0
shrinkage=0.06


Tree=958
num_leaves=10
num_cat=0
split_feature=117 58 45 121 92 76 122 86 41
split_gain=0.018157 0.0736211 0.139085 0.114693 0.101994 0.179408 0.0896712 0.0833024 0.0878865
threshold=0.016668972559273246 0.0031340263085439806 0.0051502294372767219 0.0053125319536775359 0.00082683752407319855 0.00040826165059115743 0.00066645268816500913 0.00060774214216507982 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 6 -6 -2 -3 -9
right_child=1 3 -4 -5 5 -7 -8 8 -10
leaf_value=-4.4377894563042591e-05 -0.0025026404990984635 -0.00035326124652352008 0.0012329248506787094 0.00051774678212369017 0.00067372598248978117 -0.0031898118110111266 0.00058810959874547818 -0.0031510767350848463 -0.00013162932276049847
leaf_weight=7422.1611557006836 100.34028315544128 408.38691341876984 499.39895784854889 420.76365804672241 462.37699377536774 47.735732436180115 50.953415155410767 92.253782153129578 55.629375219345093
leaf_count=3679 76 251 201 237 189 31 19 74 23
internal_value=0 0.000154071 0.000477099 -0.000229715 -9.35916e-05 0.000312181 -0.00146172 -0.000795097 -0.00201525
internal_weight=0 2137.84 1160.81 977.034 661.406 510.113 151.294 556.27 147.883
internal_count=4780 1101 516 585 315 220 95 348 97
is_linear=0
shrinkage=0.06


Tree=959
num_leaves=10
num_cat=0
split_feature=27 68 46 113 141 18 52 77 147
split_gain=0.0204937 0.0874999 0.0717949 0.0613648 0.0955786 0.0796666 0.111381 0.149967 0.0562294
threshold=0.0060143163427710542 0.019431582652032379 0.00017767510871635753 0.0044099434744566688 0.0044099434744566688 0.0081988852471113222 0.0033348383149132137 0.00899649551138282 0.01884530205279589
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 8 -7 -8 -4
right_child=1 -3 3 4 -6 6 7 -9 -10
leaf_value=-4.6813904907133391e-05 -0.0017462140577645471 0.0019228980821107927 0.00054858673721744475 0.00049161542764870469 -0.0027294199878762828 0.00046639608642718431 -0.0062491456371874757 -0.00047473569576516781 -0.00027618895916692521
leaf_weight=7445.6137037277222 74.62250280380249 97.230870246887207 1281.7171809673309 67.319275379180908 65.367011785507202 74.236786365509033 28.055760383605957 38.287383198738098 387.54979205131531
leaf_count=3822 54 34 526 33 51 34 24 18 184
internal_value=0 0.000164851 8.01094e-05 0.000150268 -0.00109521 0.000241578 -0.00113016 -0.00291667 0.000357101
internal_weight=0 2114.39 2017.16 1942.53 132.686 1809.85 140.58 66.3431 1669.27
internal_count=4780 958 924 870 84 786 76 42 710
is_linear=0
shrinkage=0.06


Tree=960
num_leaves=10
num_cat=0
split_feature=104 110 77 96 109 25 20 139 133
split_gain=0.0202254 0.0773145 0.0830696 0.0838112 0.135325 0.118889 0.117961 0.117946 0.109349
threshold=0.00060774214216507982 0.00050559637020342063 0.0011261500185355546 0.00080172589514404546 0.0021592099219560628 0.0022975050378590827 0.00043393640953581786 0.0022975050378590827 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 6 -6 -5 -8 -4
right_child=-2 -3 3 4 5 -7 7 -9 -10
leaf_value=-0.0010275984317481641 -4.0855774075223822e-05 0.00086699741518403341 0.00029436812143543987 -0.00041492588750068944 -0.0022132812999557292 0.0010264654524456047 -0.0049896215664830988 -0.00015602502835143677 0.0024907035646996719
leaf_weight=251.82683968544006 7841.4546957015991 445.22785997390747 412.78542685508728 134.63855075836182 49.001151561737061 242.98074650764465 52.604550719261169 27.766473054885864 101.7139720916748
leaf_count=181 3959 194 181 66 37 80 45 9 28
internal_value=0 0.000186418 -5.15525e-05 0.000189071 -0.00035842 0.000482763 -0.00150074 -0.00331972 0.000728573
internal_weight=0 1718.55 1273.32 1021.49 506.991 291.982 215.01 80.371 514.499
internal_count=4780 821 627 446 237 117 120 54 209
is_linear=0
shrinkage=0.06


Tree=961
num_leaves=10
num_cat=0
split_feature=104 27 21 10 42 65 18 1 65
split_gain=0.0188039 0.0687605 0.0892161 0.0940169 0.0647779 0.154974 0.121655 0.0784969 0.130926
threshold=0.0063990866765379914 0.021960759535431865 0.0068083447404205808 0.0045489775948226461 0.0027679565828293566 0.041476719081401832 0.010829726699739696 0.0044099434744566688 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 -9
right_child=1 -3 -4 4 5 -7 -8 8 -10
leaf_value=5.2838959704611955e-05 -0.0027104331433626949 0.0020492339652774826 0.00028878113066191255 0.00056942761059155275 -0.00057335530750453974 0.0033898127231528742 0.00091932484810126479 -0.0028245694860731668 9.6872884796146293e-05
leaf_weight=6856.5391647815704 63.029031753540039 50.953415155410767 952.88249564170837 236.54538106918335 957.94417214393616 35.852974057197571 165.33341920375824 155.18638479709625 85.73382830619812
leaf_count=3323 49 19 525 104 549 11 48 118 34
internal_value=0 -0.000134011 -0.00017595 -0.000436498 -0.000348923 -0.000504083 -0.00060642 -0.000816833 -0.00178495
internal_weight=0 2703.46 2652.51 1699.63 1636.6 1400.05 1364.2 1198.86 240.92
internal_count=4780 1457 1438 913 864 760 749 701 152
is_linear=0
shrinkage=0.06


Tree=962
num_leaves=10
num_cat=0
split_feature=72 32 20 15 15 15 4 40 127
split_gain=0.0188206 0.0992054 0.292953 0.130808 0.108261 0.105901 0.0807716 0.0615708 0.0800763
threshold=0.00082683752407319855 0.0019071503775194289 0.0010263677686452868 0.012636432424187662 0.00087947337306104611 0.0058306583669036635 0.0026012937305495147 0.0017376682371832433 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 -1 -7 -9
right_child=-2 2 -4 -5 -6 7 -8 8 -10
leaf_value=0.00076737498191977284 -3.9516801086562305e-05 0.0010895050497071279 0.0043177100013010858 0.0022108656677165901 -0.0026834393926860991 -0.00017817194894957126 -0.0011381514339082613 -0.001929191811538775 0.0013267554558607675
leaf_weight=615.40641605854034 7833.9095437526703 44.035904169082642 78.623459100723267 59.039916157722473 72.380951881408691 564.05544376373291 92.060923933982849 168.04527497291565 32.44243311882019
leaf_count=374 3687 18 23 21 57 394 64 129 13
internal_value=0 0.000179348 0.0012742 -8.96131e-05 -0.00125628 -9.63243e-06 0.000519414 -0.000499183 -0.00140232
internal_weight=0 1726.09 254.08 175.457 116.417 1472.01 707.467 764.543 200.488
internal_count=4780 1093 119 96 75 974 438 536 142
is_linear=0
shrinkage=0.06


Tree=963
num_leaves=10
num_cat=0
split_feature=70 31 52 24 47 128 51 140 149
split_gain=0.0186721 0.0551534 0.0393387 0.0580996 0.051519 0.0546206 0.0496207 0.0450023 0.0426932
threshold=0.017188700847327713 0.02636832278221846 0.0037758676335215573 0.0095705352723598498 0.0023699469165876512 0.0019071503775194289 0.0092791137285530585 0.002945306478068233 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 -2 -7 -5
right_child=1 -3 3 8 5 7 -8 -9 -10
leaf_value=-2.355147942970273e-05 0.00053169659938446861 0.0022979267002834411 -0.0023355468475467892 -0.0010438505309431829 0.00029090439311522823 -0.00044092565166600241 0.0025002279707371736 -0.0038190803544905622 0.0015328119349873846
leaf_weight=8860.9933036565781 176.0471875667572 46.373884201049805 51.435560703277588 48.808293342590332 210.33361446857452 36.142261385917664 62.450457096099854 23.379800319671631 44.035904169082642
leaf_count=4423 67 20 44 27 116 26 19 20 18
internal_value=0 0.000298551 0.000156483 -0.000717911 0.000404651 -0.000163192 0.00104716 -0.00176784 0.000178258
internal_weight=0 699.007 652.633 144.28 508.353 269.856 238.498 59.5221 92.8442
internal_count=4780 357 337 89 248 162 86 46 45
is_linear=0
shrinkage=0.06


Tree=964
num_leaves=10
num_cat=0
split_feature=12 105 1 126 113 28 138 92 85
split_gain=0.0184446 0.0382235 0.0576956 0.0236021 0.0227514 0.0816328 0.160978 0.128554 0.143971
threshold=0.052634395658969886 0.0011261500185355546 0.0018488886416889729 0.00075379351619631063 0.0005893622583243997 0.0022975050378590827 0.0011261500185355546 0.00017767510871635753 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 7 -7 -1 -9
right_child=1 -3 -4 -5 -6 6 -8 8 -10
leaf_value=0.00037012323836927363 -0.00068130228393008675 -0.00072486848581256144 0.002353868267340721 0.00099066319404083366 5.4871775636860624e-05 0.001118456841222073 -0.00041470328679992852 -0.001115588092406162 3.3915859696852975e-05
leaf_weight=651.17480170726776 60.305335283279419 67.319275379180908 67.029988050460815 61.281467080116272 6057.1445555686951 469.10164654254913 519.65750455856323 927.05644547939301 679.92924726009369
leaf_count=321 27 33 18 18 3126 180 238 557 262
internal_value=0 0.00050249 0.000940547 0.000161392 -1.38225e-05 -0.000141972 0.000312681 -0.000341047 -0.000629223
internal_weight=0 255.936 188.617 121.587 9304.06 3246.92 988.759 2258.16 1606.99
internal_count=4780 96 63 45 4684 1558 418 1140 819
is_linear=0
shrinkage=0.06


Tree=965
num_leaves=10
num_cat=0
split_feature=102 86 61 106 128 136 18 138 147
split_gain=0.0187609 0.0668795 0.137198 0.125365 0.0728836 0.110726 0.113936 0.0811072 0.0908316
threshold=0.00899649551138282 0.0044099434744566688 0.0016846025246195497 0.0019071503775194289 0.0030382014811038975 0.00068727668258361529 0.00017767510871635753 0.00096484774257987748 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 8 -7
right_child=1 -3 4 -5 -6 7 -8 -9 -10
leaf_value=-3.4538878524431175e-05 0.00021416188178623402 -0.0017661930320482333 -0.00027062727349678767 0.0027512417168125787 0.00045727041505333119 0.00084115415105960026 -0.0026075167846604133 0.0017160204999905084 -0.0031233661725895271
leaf_weight=8178.9307752847672 141.55606174468994 59.329203486442566 179.25302958488464 138.92879438400269 542.26587200164795 51.146273374557495 129.27574622631073 104.2448103427887 35.069700479507446
leaf_count=4110 67 36 114 50 218 29 86 40 30
internal_value=0 0.000204545 0.000293006 0.00147082 -2.42637e-05 -0.00054756 -0.0012498 0.000590004 -0.000771477
internal_weight=0 1381.07 1321.74 280.485 1041.26 498.99 308.529 190.461 86.216
internal_count=4780 670 634 117 517 299 200 99 59
is_linear=0
shrinkage=0.06


Tree=966
num_leaves=10
num_cat=0
split_feature=65 38 87 121 150 145 34 99 115
split_gain=0.0188113 0.10578 0.118664 0.0791005 0.111885 0.106491 0.0711676 0.0549109 0.0464869
threshold=0.014293605927377941 0.0084566329605877417 0.0034400182776153092 0.0011261500185355546 0.00055427959887310873 0.0014427106943912806 0.00077738583786413084 0.013439828064292671 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 8 -2 -3 -6
right_child=1 7 -4 -5 5 -7 -8 -9 -10
leaf_value=2.1821827826764722e-05 -0.0011366142940262263 0.0023588627106322785 -0.0031947148666512382 0.0012059410397187123 -2.2513688675413889e-05 -0.00465829188497917 0.0013865925311803298 3.3883189019946526e-05 -0.0026742123520635962
leaf_weight=8957.8266167640686 74.236786365509033 65.860998034477234 63.029031753540039 86.999247431755066 62.643315315246582 40.914650559425354 87.878950119018555 82.226858258247375 38.383812308311462
leaf_count=4496 34 17 49 40 29 35 26 31 23
internal_value=0 -0.000324618 -0.00077875 -0.000389354 -0.000845812 -0.00207585 0.000231154 0.0010679 -0.00102999
internal_weight=0 602.174 454.086 391.057 304.058 141.942 162.116 148.088 101.027
internal_count=4780 284 236 187 147 87 60 48 52
is_linear=0
shrinkage=0.06


Tree=967
num_leaves=10
num_cat=0
split_feature=122 7 3 56 46 91 96 87 146
split_gain=0.0175156 0.0365989 0.0435372 0.0479032 0.0402095 0.0362409 0.0313683 0.0306312 0.0260595
threshold=0.0048403022810816774 0.00082683752407319855 0.00064626874518580746 0.00080172589514404546 0.0038949446752667431 0.00057154725072905432 0.0037758676335215573 0.0030382014811038975 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 7 -4 -7 -2 -1
right_child=1 2 5 -5 -6 6 -8 -9 -10
leaf_value=-0.00014980141946859104 0.00071349942479069289 -0.0022085936184846342 -0.00095483408133709938 0.00030723671253412861 -0.00025881143046109121 0.0012224355186971347 -0.00028570049303170672 0.0027040867163884881 6.0207793430855815e-05
leaf_weight=3448.4443924427032 54.65324342250824 57.087652564048767 56.798365235328674 52.122405171394348 54.749672532081604 154.90893816947937 73.067796349525452 56.70193612575531 5551.4658648967743
leaf_count=1873 32 39 24 20 37 44 33 19 2659
internal_value=0 0.000325555 1.06302e-05 -0.00100787 0.00107253 0.000401221 0.00073907 0.0017271 -2.02602e-05
internal_weight=0 560.09 393.985 109.21 166.105 284.775 227.977 111.355 8999.91
internal_count=4780 248 160 59 88 101 77 51 4532
is_linear=0
shrinkage=0.06


Tree=968
num_leaves=10
num_cat=0
split_feature=58 39 27 27 46 60 56 40 146
split_gain=0.0190433 0.0546647 0.0636122 0.142072 0.0929873 0.0629614 0.0959789 0.0948771 0.0788599
threshold=0.0062037324532866487 0.028884131461381916 0.0020292587578296666 0.0026012937305495147 0.0010918468469753864 0.0017376682371832433 0.0003614811430452392 0.0041444667149335155 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 7 8 -2
right_child=1 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=-5.0087671802855665e-05 -0.00045582726022089947 0.0017478220495191008 0.00017933773024359824 2.755500204491244e-05 -0.0031206468981699736 0.0011557442092824449 0.0020605765613661707 -0.0024319662121963853 0.00092543710908090456
leaf_weight=7082.2980297803879 355.86695110797882 74.140357255935669 46.373884201049805 1201.2023652791977 91.18122124671936 312.43330299854279 83.492277383804321 57.280510783195496 255.73136687278748
leaf_count=3285 270 29 20 703 78 164 37 49 145
internal_value=0 0.000143171 9.36742e-05 -0.000181608 -0.00200812 0.000439781 0.000142466 -9.69605e-05 0.000121729
internal_weight=0 2477.7 2403.56 1338.76 137.555 1064.8 752.371 668.879 611.598
internal_count=4780 1495 1466 801 98 665 501 464 415
is_linear=0
shrinkage=0.06


Tree=969
num_leaves=10
num_cat=0
split_feature=124 145 31 11 138 40 102 54 47
split_gain=0.0181505 0.0555341 0.0658712 0.0680196 0.0808493 0.12202 0.108265 0.103323 0.0753654
threshold=0.013860232196748258 0.021960759535431865 0.0032328735105693345 0.0019071503775194289 0.00052132029668428015 0.0014427106943912806 0.0028552538715302949 0.004017772153019906 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -6 -5
right_child=1 -3 -4 8 6 -7 -8 -9 -10
leaf_value=-3.7488871705083053e-05 0.00080408952173185457 -0.0015153602407713329 -0.00038004457089675533 0.00074563339612454039 -9.2119530093145381e-05 -0.0043465106847687621 0.00090478993275439025 -0.0034556618673002226 0.0030804313548842988
leaf_weight=7929.5146633386612 31.369872212409973 66.536001801490784 427.78943884372711 472.60861659049988 138.0490916967392 35.069700479507446 360.27730524539948 43.156201481819153 55.629375219345093
leaf_count=4054 17 52 184 183 64 30 141 32 23
internal_value=0 0.000182319 0.000254544 0.000493481 6.07288e-05 -0.00191462 0.000303103 -0.000893187 0.000991514
internal_weight=0 1630.49 1563.95 1136.16 607.922 66.4396 541.483 181.205 528.238
internal_count=4780 726 674 490 284 47 237 96 206
is_linear=0
shrinkage=0.06


Tree=970
num_leaves=10
num_cat=0
split_feature=24 51 135 80 117 87 45 89 150
split_gain=0.0186584 0.0674878 0.0584697 0.0750175 0.0973711 0.0874858 0.0568962 0.0551144 0.0533816
threshold=0.00047558375808876013 0.010829726699739696 0.00017767510871635753 0.0072436286136507997 0.0056525857653468856 0.0020292587578296666 0.011880517937242987 0.0011980500421486797 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -3 8 -4
right_child=-2 6 7 4 -6 -7 -8 -9 -10
leaf_value=0.00021767210209616006 -3.383434295371051e-05 0.00044539269747308202 -0.0024044267383139415 -0.00011873277015571215 0.0027447847610219925 -0.0018161425588000221 0.0028664203656654725 0.00089562850595004074 -0.00010100425061340892
leaf_weight=741.48816096782684 8220.6286994218826 85.830257415771484 87.577822089195251 81.250726461410522 90.216930150985718 84.854125618934631 58.943487048149109 47.446445107460022 61.763612627983093
leaf_count=354 4126 39 70 40 28 48 16 16 43
internal_value=0 0.000207664 5.93962e-05 0.000245811 0.00138789 8.82697e-06 0.00143109 -0.000885819 -0.00145179
internal_weight=0 1339.37 1194.6 997.81 171.468 826.342 144.774 196.788 149.341
internal_count=4780 654 599 470 68 402 55 129 113
is_linear=0
shrinkage=0.06


Tree=971
num_leaves=10
num_cat=0
split_feature=112 85 20 51 38 25 146 32 37
split_gain=0.018548 0.0374457 0.0425194 0.0640919 0.0574859 0.0496592 0.0407665 0.03363 0.0387791
threshold=0.0062037324532866487 0.002945306478068233 0.0026833302108570938 0.00080172589514404546 0.0045489775948226461 0.00052132029668428015 0.0041444667149335155 0.0015833032084628942 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 -7 -9
right_child=1 -3 3 -5 -6 7 -8 8 -10
leaf_value=-2.1454173858424983e-05 -0.00047192077605049326 0.001598070560490652 0.0026579366401812813 -6.1187466583844554e-05 0.0017400010873797852 -0.00061317293805332994 0.0013682168516464519 -0.0006810548834259711 -0.0039897032826705144
leaf_weight=8968.9497829675674 114.46459245681763 72.971367239952087 54.363956093788147 73.26065456867218 49.784425139427185 105.01624321937561 69.753684520721436 23.379800319671631 28.055760383605957
leaf_count=4417 93 28 17 43 18 80 40 20 24
internal_value=0 0.000325558 0.000146325 0.00109707 -0.000164437 -0.000442746 0.000224842 -0.00122881 -0.00248577
internal_weight=0 591.05 518.079 127.625 390.455 340.67 184.218 156.452 51.4356
internal_count=4780 363 335 60 275 257 133 124 44
is_linear=0
shrinkage=0.06


Tree=972
num_leaves=10
num_cat=0
split_feature=97 5 32 30 45 71 39 97 1
split_gain=0.0182846 0.108629 0.106783 0.0353647 0.0243689 0.0513239 0.107279 0.0700764 0.0854601
threshold=0.04273676127195359 0.00075379351619631063 0.00087947337306104611 0.0017376682371832433 0.000490355829242617 0.15819545835256579 0.0010918468469753864 0.00043393640953581786 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 7 -7 -1 -9
right_child=1 3 -4 -5 -6 6 -8 8 -10
leaf_value=-0.00033057899507438828 0.00035854144827078847 0.0025513055412333366 -0.0032687787044029886 0.00070870874958615135 -5.2507761743160781e-05 -0.00068175608694644489 0.0031965397866742418 -0.00040718782352831698 0.0011932238250714775
leaf_weight=592.71346020698547 96.061880230903625 71.609519004821777 41.987211465835571 78.719888210296631 8051.1014657020569 45.494181513786316 58.943487048149109 186.76095592975616 336.60821759700775
leaf_count=330 33 17 31 28 4099 34 16 86 106
internal_value=0 0.000470501 -0.000744697 0.00158643 -1.46342e-05 0.000235197 0.00150711 0.000116177 0.000622127
internal_weight=0 288.378 138.049 150.329 9271.62 1220.52 104.438 1116.08 523.369
internal_count=4780 109 64 45 4671 572 50 522 192
is_linear=0
shrinkage=0.06


Tree=973
num_leaves=10
num_cat=0
split_feature=72 15 70 47 81 32 15 89 45
split_gain=0.0191032 0.0639013 0.135964 0.176139 0.0920332 0.0853934 0.118859 0.0683651 0.0675006
threshold=0.00082683752407319855 0.0037758676335215573 0.0056525857653468856 0.0020292587578296666 0.0058306583669036635 0.0017376682371832433 0.012636432424187662 0.00075379351619631063 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 8 -3 -7 -6 -1
right_child=-2 5 3 -5 7 6 -8 -9 -10
leaf_value=0.00042059049160564241 -3.9812363642182051e-05 -0.00033600188741719615 0.0049597625501554511 -0.00034909728146999015 -0.0025327868431032196 -0.0010621428194993552 0.0025981745896901747 0.00093261808264393832 0.0030773836139375167
leaf_weight=474.73005700111389 7833.9095437526703 889.14293801784515 54.363956093788147 38.383812308311462 64.198021769523621 50.170141577720642 87.878950119018555 30.104453086853027 37.118393182754517
leaf_count=293 3687 618 17 23 50 38 26 11 17
internal_value=0 0.000180689 0.000623271 0.00276268 0.000295917 -0.000120442 0.00126793 -0.00142652 0.000613257
internal_weight=0 1726.09 698.899 92.7478 606.151 1027.19 138.049 94.3025 511.848
internal_count=4780 1093 411 40 371 682 64 61 310
is_linear=0
shrinkage=0.06


Tree=974
num_leaves=10
num_cat=0
split_feature=67 100 59 114 27 89 86 109 92
split_gain=0.0189417 0.0316772 0.0425665 0.0622741 0.0394962 0.0224275 0.0214324 0.0926762 0.0663921
threshold=0.0068083447404205808 0.0013986918493174019 0.000490355829242617 0.0092791137285530585 0.0015833032084628942 0.00017767510871635753 0.00096484774257987748 0.037906534969806678 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -4 -3 -1 8 -8
right_child=1 5 4 -5 -6 -7 7 -9 -10
leaf_value=4.0513292139522341e-05 -0.0030535431664513945 -7.1033358567449721e-05 0.0016693656645153277 0.00017378387518985825 -0.00020516369880051351 0.0014680324493475381 -0.00089816380000146937 0.0016675764837491469 -9.0618220688279397e-05
leaf_weight=6480.6200693845749 35.069700479507446 47.542874217033386 67.029988050460815 55.725804328918457 102.09968852996826 120.41781234741211 443.46845459938049 96.061880230903625 2111.9639947414398
leaf_count=3444 30 21 18 28 48 44 222 33 892
internal_value=0 0.000390169 -2.48232e-05 -0.00107277 0.000537755 0.00103239 -1.82814e-05 -0.000161984 -0.000230759
internal_weight=0 427.886 259.925 90.7955 169.13 167.961 9132.11 2651.49 2555.43
internal_count=4780 189 124 58 66 65 4591 1147 1114
is_linear=0
shrinkage=0.06


Tree=975
num_leaves=10
num_cat=0
split_feature=53 30 70 33 20 76 85 53 136
split_gain=0.0179407 0.0476122 0.0639373 0.0505171 0.0552414 0.0399813 0.0574846 0.0345605 0.0865549
threshold=0.059226244688034065 0.0017376682371832433 0.00017767510871635753 0.0013146653072908523 0.00038414125447161501 0.000490355829242617 0.00068727668258361529 0.013032016810029747 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 6 -4 -1 -9
right_child=1 -3 5 -5 -6 -7 -8 8 -10
leaf_value=3.480725667618231e-05 -0.00035309436193081976 -0.0013087990589530005 -0.0029685911791380868 0.0023411000955381556 0.0020017436776949139 0.00054410665730716371 0.00045826232824098715 -0.00064161179763999707 0.00027165390257754055
leaf_weight=7556.8115471601486 94.302474856376648 53.484253406524658 38.576670527458191 89.1443692445755 57.870926141738892 81.540013790130615 32.44243311882019 932.51567912101746 623.31189954280853
leaf_count=3686 61 31 33 32 20 55 13 542 307
internal_value=0 0.000370967 0.000599061 0.00120688 0.000542441 -0.000362383 -0.00140316 -1.82116e-05 -0.00027573
internal_weight=0 447.361 393.877 241.318 152.173 152.559 71.0191 9112.64 1555.83
internal_count=4780 245 214 113 81 101 46 4535 849
is_linear=0
shrinkage=0.06


Tree=976
num_leaves=10
num_cat=0
split_feature=27 54 46 101 5 61 32 27 42
split_gain=0.016749 0.0796209 0.116852 0.105808 0.166796 0.0945947 0.0751143 0.0619248 0.0787788
threshold=0.0060143163427710542 0.0062037324532866487 0.00064626874518580746 0.00055427959887310873 0.00038414125447161501 0.00087947337306104611 0.0012357163941487672 0.0036604277556762104 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 6 5 -5 -3 -2 -1 -9
right_child=1 3 -4 4 -6 -7 -8 8 -10
leaf_value=3.0911964697846098e-05 -0.00065875022930918638 0.0013930221105423984 0.00011816409159590794 -0.0017116543734115885 0.0026032976100348842 -0.0017737298532996238 -0.0037327283163121928 0.0004633156976427623 -0.00072535208914261057
leaf_weight=6314.5388987064362 76.864053726196289 62.450457096099854 1640.8136554956436 39.552802324295044 174.68533933162689 74.429644584655762 45.59061062335968 260.90131318569183 870.17349183559418
leaf_count=3238 51 19 725 24 56 44 39 115 469
internal_value=0 0.00014903 -1.52707e-05 0.000974128 0.00180667 -0.000328924 -0.00180321 -4.23213e-05 -0.000451166
internal_weight=0 2114.39 1763.27 351.118 214.238 136.88 122.455 7445.61 1131.07
internal_count=4780 958 815 143 80 63 90 3822 584
is_linear=0
shrinkage=0.06


Tree=977
num_leaves=10
num_cat=0
split_feature=63 121 29 142 71 79 18 96 105
split_gain=0.0178892 0.0361091 0.0423479 0.0365028 0.0755133 0.0862541 0.0496812 0.0296913 0.0267608
threshold=0.014740333426743748 0.002945306478068233 0.013439828064292671 0.036783467978239066 0.004017772153019906 0.0058306583669036635 0.00066645268816500913 0.0092791137285530585 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 3 -3 4 6 7 -2 -6 -1
right_child=1 2 -4 -5 5 -7 -8 -9 -10
leaf_value=8.7030324507769084e-05 -0.00081801174610367504 0.00037691523829485842 0.0025510319188076151 0.0014843067391807668 -0.0045772555201525362 0.00049099868932237249 0.0012790603511100322 -0.0018918279518525889 -0.00011898670775931843
leaf_weight=4420.8140019178391 63.812305331230164 88.168237447738647 50.856986045837402 51.92954695224762 24.548790335655212 45.204894185066223 112.13845312595367 37.407680511474609 4665.1193710565567
leaf_count=2395 30 41 14 10 21 19 32 32 2186
internal_value=0 0.000359321 0.00117223 2.20049e-05 -0.000246216 -0.00150184 0.000518512 -0.00295587 -1.87479e-05
internal_weight=0 474.067 139.025 335.042 283.112 107.161 175.951 61.9565 9085.93
internal_count=4780 199 55 144 134 72 62 53 4581
is_linear=0
shrinkage=0.06


Tree=978
num_leaves=10
num_cat=0
split_feature=104 45 148 19 32 76 55 88 29
split_gain=0.018378 0.0538386 0.0639897 0.104589 0.0594595 0.0853092 0.0807885 0.0520049 0.0379439
threshold=0.024810968898236755 0.0087224207818508166 0.014740333426743748 0.00077738583786413084 0.00077738583786413084 0.0014427106943912806 0.00044738779251929378 0.00093549740267917525 0.034632634371519096
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -3 -7
right_child=1 4 -4 -5 -6 8 -8 -9 -10
leaf_value=-2.1948031439855399e-05 0.0017838692105605679 -0.0014550290935733605 0.0026094159202286102 -0.0022590074489273059 0.0010072614142146016 2.0129618886868883e-05 0.0014546702294815357 -0.0042911304618271345 0.0023686037830721375
leaf_weight=8937.8691980838776 60.208906173706055 88.650382995605469 70.53695809841156 37.311251401901245 139.41093993186951 137.65153455734253 26.597483038902283 31.562730431556702 30.200882196426392
leaf_count=4415 22 66 21 27 75 103 8 27 16
internal_value=0 0.000315317 0.00123279 0.000237063 -2.42473e-05 -0.000481256 -0.00153761 -0.00219967 0.000442679
internal_weight=0 622.131 168.057 97.5202 454.074 314.663 146.811 120.213 167.852
internal_count=4780 365 70 49 295 220 101 93 119
is_linear=0
shrinkage=0.06


Tree=979
num_leaves=10
num_cat=0
split_feature=99 148 92 0 26 113 81 135 104
split_gain=0.0172109 0.048598 0.0523033 0.0731361 0.0440665 0.0818736 0.111808 0.0502667 0.0951027
threshold=0.00017767510871635753 0.054214311763644225 0.0092791137285530585 0.024810968898236755 0.00039601318712811922 0.0023699469165876512 0.0048403022810816774 0.00064626874518580746 0.01884530205279589
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 7 -7 -1 -9
right_child=-2 2 -4 -5 -6 6 -8 8 -10
leaf_value=0.00052761969309444827 -4.1704110645219508e-05 -0.0028147567530022294 0.0011338955042698266 0.00062925565902521895 0.00086606833194261316 -0.00015121083357884648 -0.0026874883047375525 -0.0015136211931081091 0.001482595275014165
leaf_weight=977.25026845932007 7537.3244333267212 65.367011785507202 32.346004009246826 33.611423134803772 327.24445676803589 332.88470792770386 77.056911945343018 121.28567433357239 55.629375219345093
leaf_count=477 3689 51 8 14 157 211 61 89 23
internal_value=0 0.000155407 -0.000960713 -0.00164523 0.000232904 0.000100432 -0.000627956 0.000359144 -0.000571487
internal_weight=0 2022.68 131.324 98.9784 1891.35 1564.11 409.942 1154.17 176.915
internal_count=4780 1091 73 65 1018 861 272 589 112
is_linear=0
shrinkage=0.06


Tree=980
num_leaves=10
num_cat=0
split_feature=7 135 109 60 36 74 52 10 18
split_gain=0.0188255 0.068919 0.0740592 0.0846043 0.0816347 0.0633445 0.0608931 0.0810643 0.065711
threshold=0.014293605927377941 0.0023699469165876512 0.0017376682371832433 0.00017767510871635753 0.0041444667149335155 0.00040826165059115743 0.0042751494329422721 0.007706565549597145 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 8 -7
right_child=1 -3 4 -5 -6 6 -8 -9 -10
leaf_value=-2.3389496272293035e-05 0.0025765317172856909 0.001637103544582539 -0.0011741729732263773 7.4936216091682475e-06 -0.00291964051802016 -0.0034326806549113873 0.0021257559150233258 0.0013161769449706101 0.0002203123834674616
leaf_weight=8875.1057722568512 73.94749903678894 115.83828139305115 130.05901980400085 122.75579237937927 43.156201481819153 34.973271369934082 60.016047954559326 68.198978066444397 35.949403166770935
leaf_count=4499 19 45 67 46 32 25 12 19 16
internal_value=0 0.000303089 3.15347e-05 0.000973283 -0.000465964 -0.000144298 0.000528325 -0.000160795 -0.00158105
internal_weight=0 684.894 569.056 196.703 372.353 329.197 199.138 139.122 70.9227
internal_count=4780 281 236 65 171 139 72 60 41
is_linear=0
shrinkage=0.06


Tree=981
num_leaves=10
num_cat=0
split_feature=98 52 115 1 105 27 30 146 52
split_gain=0.0177614 0.0626779 0.0896234 0.167966 0.144552 0.112683 0.0716467 0.0818681 0.0711932
threshold=0.00043393640953581786 0.00047558375808876013 0.024810968898236755 0.0018488886416889729 0.00085274505545385193 0.0028552538715302949 0.0062037324532866487 0.0056525857653468856 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 8 -8 -3
right_child=-2 2 3 -5 -6 -7 7 -9 -10
leaf_value=0.00039393462030289203 4.3289999026890624e-05 -0.0012972888504235529 -0.0051405254416428325 -0.004948193271947527 0.00083791091347861478 -0.00046629021991793999 0.0013288544714660179 -0.0012780699410525989 -0.00012039548472193193
leaf_weight=552.19636678695679 7467.6434965133667 237.41324305534363 35.069700479507446 40.914650559425354 98.303431153297424 39.45637321472168 194.36531138420105 55.822233438491821 838.81546032428741
leaf_count=256 3772 149 30 35 30 19 63 33 393
internal_value=0 -0.000154502 -0.000351135 -0.00149131 -0.000672948 -0.00266584 -0.000167402 0.000747193 -0.000380015
internal_weight=0 2092.36 1540.16 213.744 172.83 74.5261 1326.42 250.188 1076.23
internal_count=4780 1008 752 114 79 49 638 96 542
is_linear=0
shrinkage=0.06


Tree=982
num_leaves=10
num_cat=0
split_feature=132 15 18 98 43 23 33 5 144
split_gain=0.0173765 0.065677 0.0897376 0.0885258 0.0969513 0.134898 0.122355 0.143699 0.14231
threshold=0.00017767510871635753 0.023343417793512348 0.0031340263085439806 0.00096484774257987748 0.00017767510871635753 0.02636832278221846 0.0005375427135732026 0.00096484774257987748 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 -6 7 8 -5
right_child=1 2 -4 4 5 -7 -8 -9 -10
leaf_value=7.8073447472483949e-05 0.0001411147341381954 0.00016393851538432333 0.0021304868786563317 0.0023104259510091274 -7.665867924903218e-05 -0.0030411010091885024 -0.0018914254311572102 -0.0021654477373601929 -0.00092736739475072279
leaf_weight=4949.4258694648743 1837.6252167224884 445.99929285049438 102.78653299808502 100.54498207569122 1567.8304475545883 57.280510783195496 313.89158034324646 89.530085682868958 95.085748434066772
leaf_count=2680 736 234 24 27 756 49 180 52 42
internal_value=0 -8.38114e-05 0.000532269 -0.00016705 -0.000421658 -0.000181147 -0.00107412 -0.000174464 0.000736706
internal_weight=0 4610.57 548.786 4061.79 2224.16 1625.11 599.052 285.161 195.631
internal_count=4780 2100 258 1842 1106 805 301 121 69
is_linear=0
shrinkage=0.06


Tree=983
num_leaves=10
num_cat=0
split_feature=58 145 60 91 19 128 83 24 41
split_gain=0.0181057 0.0545996 0.119456 0.170029 0.115944 0.113288 0.165223 0.108368 0.107743
threshold=0.0062037324532866487 0.0023699469165876512 0.002945306478068233 0.0049928687512874612 0.00077738583786413084 0.0058306583669036635 0.02636832278221846 0.0049928687512874612 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 8 5 -1 6 -4 -7 -3
right_child=-2 2 3 -5 -6 7 -8 -9 -10
leaf_value=-0.00059870899640714504 0.00013960216012416735 -0.00026211616692129277 -0.0038463603397577398 0.000828094248263243 0.00020744152492857478 -0.002119057879346129 3.3117412573130927e-05 0.0015412056164097576 0.00099400476050698697
leaf_weight=770.99035799503326 2477.7022371292114 1752.1451536417007 143.40005552768707 111.06589221954346 3847.0919657945633 62.836173534393311 54.556814312934875 54.267526984214783 285.94408977031708
leaf_count=453 1495 894 103 36 1619 39 27 12 102
internal_value=0 -4.8839e-05 -0.0002769 -0.0011905 7.28544e-05 -0.0019021 -0.00277718 -0.00042284 -8.58823e-05
internal_weight=0 7082.3 2464.22 426.126 4618.08 315.061 197.957 117.104 2038.09
internal_count=4780 3285 1213 217 2072 181 130 51 996
is_linear=0
shrinkage=0.06


Tree=984
num_leaves=10
num_cat=0
split_feature=106 23 141 144 92 131 7 4 14
split_gain=0.0177428 0.066939 0.125578 0.0922923 0.0789043 0.137046 0.0996934 0.0882687 0.0694949
threshold=0.000490355829242617 0.0056525857653468856 0.0030382014811038975 0.0017376682371832433 0.0011980500421486797 0.0013146653072908523 0.0012357163941487672 0.0005375427135732026 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 8 -1 5 7 -6 -5 -3
right_child=-2 2 -4 4 6 -7 -8 -9 -10
leaf_value=0.00068119833811020264 3.4378320798276075e-05 -0.0013250509493114133 4.046681715707382e-05 0.00086822026897398399 -0.0023463488208715858 -0.0039273028365959702 0.00037969782664051973 -0.0025248550422386764 -0.0040421059080592249
leaf_weight=467.53509938716888 8123.1085418462753 109.40291595458984 223.87934911251068 76.574766397476196 55.918662548065186 57.087652564048767 354.23949694633484 43.156201481819153 49.097580671310425
leaf_count=218 4077 69 103 36 38 39 126 32 42
internal_value=0 -0.000194349 -0.000874425 5.2255e-05 -0.000448707 -0.00150821 8.04392e-06 -0.00035479 -0.00216669
internal_weight=0 1436.89 382.38 1054.51 586.977 176.819 410.158 119.731 158.5
internal_count=4780 703 214 489 271 107 164 68 111
is_linear=0
shrinkage=0.06


Tree=985
num_leaves=10
num_cat=0
split_feature=12 46 65 67 133 22 3 143 102
split_gain=0.0174915 0.0440246 0.0360367 0.0335799 0.0200748 0.0596874 0.163746 0.14853 0.0873363
threshold=0.052634395658969886 0.0095705352723598498 0.0011261500185355546 0.0023699469165876512 0.0054799309000372895 0.00073092587990686308 0.0020932231564074759 0.0021592099219560628 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -6 7 -7 -9
right_child=1 -3 -4 -5 5 6 -8 8 -10
leaf_value=-9.3287284337133377e-05 -0.00091118167780550384 0.001698032937943872 -0.0017544609019789501 0.0010332620067417112 -5.7799783984435808e-05 0.002643118059299958 -0.0010980717343808853 -0.0012696137269977822 0.00069016118052840029
leaf_weight=5111.059460401535 47.63930332660675 76.189049959182739 34.876842260360718 97.230870246887207 3013.2908191680908 131.72199606895447 204.48866438865662 91.868065714836121 751.63519537448883
leaf_count=2715 26 16 20 34 1486 34 111 54 284
internal_value=0 0.000489335 -2.29943e-05 0.000393849 -1.34606e-05 8.3844e-05 0.000445639 0.000769329 0.000476717
internal_weight=0 255.936 179.747 144.87 9304.06 4193 1179.71 975.225 843.503
internal_count=4780 96 80 60 4684 1969 483 372 338
is_linear=0
shrinkage=0.06


Tree=986
num_leaves=10
num_cat=0
split_feature=146 63 36 144 58 131 9 127 77
split_gain=0.0187385 0.110009 0.172574 0.108747 0.188999 0.10796 0.149071 0.0847052 0.0824463
threshold=0.013439828064292671 0.0013146653072908523 0.00747153488919139 0.0032328735105693345 0.0070226341485977182 0.00096484774257987748 0.0005375427135732026 0.0079489401541650313 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 -3
right_child=1 5 -4 -5 -6 -7 7 -9 -10
leaf_value=3.8758789911470507e-05 -0.0043413367530884097 -0.00062564172282704087 0.0017566220667432986 0.00028865395349623747 -0.00032395534390542124 0.00049825175830936247 -0.0010662736691328084 -0.0042719665191269527 0.0015739065652040896
leaf_weight=7881.983629822731 103.94368231296539 113.88601779937744 55.532946109771729 57.870926141738892 70.922674536705017 792.54984593391418 317.59140861034393 32.731720447540283 132.98741519451141
leaf_count=3974 84 63 18 20 41 319 193 28 40
internal_value=0 -0.000182058 -0.00124874 -0.00196585 -0.00271196 3.92008e-05 -0.000570014 -0.00136579 0.000559226
internal_weight=0 1678.02 288.27 232.737 174.866 1389.75 597.197 350.323 246.873
internal_count=4780 806 163 145 125 643 324 221 103
is_linear=0
shrinkage=0.06


Tree=987
num_leaves=10
num_cat=0
split_feature=4 53 81 108 54 79 45 70 26
split_gain=0.0176086 0.0808499 0.156971 0.130269 0.104619 0.0639195 0.062904 0.0661451 0.143407
threshold=0.00077738583786413084 0.011169348377734424 0.0018488886416889729 0.0051502294372767219 0.0062037324532866487 0.0038949446752667431 0.074787221848964705 0.0019071503775194289 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 7 8 -2
right_child=6 2 3 4 -6 -7 -8 -9 -10
leaf_value=1.3446543977051758e-05 0.00036750435435605079 -0.00032458736395087772 -0.0045577148511168914 -0.0035373413616547355 -6.9567144354396458e-05 0.0020288951065488966 0.0017274838720373129 -0.00023119242780082308 -0.00075737508563722422
leaf_weight=3593.3382474184036 2877.2176724672318 329.28130877017975 56.111520767211914 45.59061062335968 100.05099582672119 47.542874217033386 81.347155570983887 1954.1029797792435 475.41690146923065
leaf_count=1815 1286 203 48 39 61 21 45 993 269
internal_value=0 -9.2541e-05 -0.000750792 -0.00210143 -0.00115509 -2.76549e-05 7.16531e-05 4.62709e-05 0.000207992
internal_weight=0 4171.92 578.577 201.753 145.642 376.824 5388.08 5306.74 3352.63
internal_count=4780 2187 372 148 100 224 2593 2548 1555
is_linear=0
shrinkage=0.06


Tree=988
num_leaves=10
num_cat=0
split_feature=97 18 27 128 58 5 46 59 23
split_gain=0.0183839 0.113457 0.0910447 0.0825124 0.0263065 0.0910297 0.0889016 0.10262 0.113305
threshold=0.04273676127195359 0.0010585968848317864 0.0028552538715302949 0.0058306583669036635 0.0062037324532866487 0.00096484774257987748 0.010829726699739696 0.015200819820165636 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 6 -1 8 -8
right_child=1 2 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.00012012353433883159 0.0021775518057057072 -0.0035898848608839104 0.0003697258473236456 -0.00031686649104203219 0.00015403469097095398 -0.00045984453281470056 0.00040558366679342565 0.00118147259129473 -0.0010930413262964119
leaf_weight=3518.5347270965576 127.04603600502014 37.311251401901245 47.542874217033386 76.478337287902832 2448.5739158391953 1672.2562754154205 953.40016329288483 454.49519169330597 224.3614946603775
leaf_count=1692 30 27 21 31 1475 865 373 138 128
internal_value=0 0.000471778 -0.00137136 0.00124022 -1.46739e-05 -7.5218e-05 4.96549e-05 0.000415634 0.000120098
internal_weight=0 288.378 84.8541 203.524 9271.62 6823.05 5150.79 1632.26 1177.76
internal_count=4780 109 48 61 4671 3196 2331 639 501
is_linear=0
shrinkage=0.06


Tree=989
num_leaves=10
num_cat=0
split_feature=108 30 51 75 95 58 135 54 140
split_gain=0.0181176 0.0660321 0.057984 0.099043 0.0692645 0.0598682 0.0541795 0.0518254 0.0458321
threshold=0.021960759535431865 0.0031340263085439806 0.0018488886416889729 0.0013146653072908523 0.00047558375808876013 0.0027679565828293566 0.00075379351619631063 0.0027679565828293566 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 -2 -5 7 -4 -6
right_child=1 -3 3 5 8 -7 -8 -9 -10
leaf_value=-2.7182358375258859e-05 -0.0019994926596972511 0.0014569023919398278 0.0034009820065861295 -0.0025884821196195808 0.00092593565938679226 8.7635207473971323e-05 0.00040686005075931889 0.0009340179752900334 -0.00058992373686874561
leaf_weight=8625.8216115236282 84.070852041244507 139.12165260314941 62.354027986526489 41.890782356262207 110.18618953227997 106.87207770347595 123.23793792724609 60.305335283279419 206.13979995250702
leaf_count=4271 67 60 14 26 50 57 71 27 137
internal_value=0 0.000250991 3.99764e-05 0.000556083 -0.000468736 -0.000665944 0.00129539 0.0021881 -6.19027e-05
internal_weight=0 934.179 795.057 394.66 400.397 148.763 245.897 122.659 316.326
internal_count=4780 509 449 195 254 83 112 41 187
is_linear=0
shrinkage=0.06


Tree=990
num_leaves=10
num_cat=0
split_feature=117 125 33 134 1 27 120 115 7
split_gain=0.0185676 0.0531674 0.0776464 0.0498886 0.0514476 0.0887015 0.0410388 0.0554802 0.0472785
threshold=0.04673989117145539 0.0066005610860884198 0.0053125319536775359 0.0005893622583243997 0.0037758676335215573 0.0011980500421486797 0.00046126570669002836 0.0054799309000372895 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 7 8 -2
right_child=1 2 -4 -5 5 -7 -8 -9 -10
leaf_value=-2.3345600136672966e-05 -8.581282524300609e-05 -0.0032032955842924609 0.0007010837262821615 -0.001682211877166064 -0.00022029921351679124 0.0022271192091674807 0.0016055719390551514 0.0011574418567092994 -0.0020867659745228244
leaf_weight=8868.6940882205963 149.34143471717834 36.238690495491028 37.118393182754517 36.142261385917664 84.854125618934631 143.41189622879028 59.039916157722473 85.73382830619812 59.42563259601593
leaf_count=4405 113 31 17 26 48 44 21 34 41
internal_value=0 0.000299498 -0.0012277 0.000480792 0.00061516 0.00131733 0.000161797 -0.000127643 -0.000655385
internal_weight=0 691.306 73.3571 617.949 581.807 228.266 353.541 294.501 208.767
internal_count=4780 375 48 327 301 92 209 188 154
is_linear=0
shrinkage=0.06


Tree=991
num_leaves=10
num_cat=0
split_feature=112 38 149 10 145 106 70 93 131
split_gain=0.0188889 0.0429046 0.0360071 0.0435156 0.0501425 0.0429937 0.0391286 0.0614328 0.0365407
threshold=0.0062037324532866487 0.0060143163427710542 0.0030382014811038975 0.0045489775948226461 0.00080172589514404546 0.016668972559273246 0.0068083447404205808 0.021960759535431865 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 -4 -9
right_child=1 -3 6 5 -6 -7 -8 8 -10
leaf_value=-2.1650447725776861e-05 0.0014364578497754377 0.0019159947796249506 0.002157494454721509 -0.0025662661101198024 -0.0011824645721692441 -0.00017219958676942067 -0.00070666230538589316 -0.00033642733300515186 0.0017544991907548538
leaf_weight=8968.9497829675674 67.222846269607544 55.532946109771729 91.482349276542664 50.266570687294006 43.252630591392517 58.353071689605713 67.608562707901001 116.80257248878479 40.528934121131897
leaf_count=4417 28 18 34 43 37 45 48 95 15
internal_value=0 0.000328537 0.000163918 -0.000427338 0.000411115 -0.00128012 0.000573312 0.000921111 0.0002022
internal_weight=0 591.05 535.518 219.095 110.475 108.62 316.422 248.814 157.332
internal_count=4780 363 345 153 65 88 192 144 110
is_linear=0
shrinkage=0.06


Tree=992
num_leaves=10
num_cat=0
split_feature=72 37 54 10 99 99 77 51 71
split_gain=0.0177472 0.0917384 0.058448 0.103245 0.102696 0.0841028 0.0735216 0.0702712 0.0962491
threshold=0.00082683752407319855 0.037906534969806678 0.00046126570669002836 0.0016846025246195497 0.00073092587990686308 0.013439828064292671 0.016164712607860569 0.0020932231564074759 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 -4
right_child=-2 -3 5 4 -6 -7 -8 -9 -10
leaf_value=0.00010680963004587473 -3.8373320185493997e-05 0.0021882835394442133 -0.00045285119591074194 0.00029241464954858989 0.0039877362580929155 -0.0021560833758488768 0.001346881689220742 -0.00083133654415341895 0.00096409337681797034
leaf_weight=273.55550444126129 7833.9095437526703 77.743756413459778 379.64430856704712 50.073712468147278 58.943487048149109 68.873981833457947 130.05901980400085 370.77453398704529 316.42241859436035
leaf_count=175 3687 37 251 33 16 54 67 268 192
internal_value=0 0.000174158 7.91628e-05 0.000729042 0.0022904 -0.000117259 6.18861e-08 -0.000164129 0.000191272
internal_weight=0 1726.09 1648.35 382.573 109.017 1265.77 1196.9 1066.84 696.067
internal_count=4780 1093 1056 224 49 832 778 711 443
is_linear=0
shrinkage=0.06


Tree=993
num_leaves=10
num_cat=0
split_feature=0 144 67 114 106 22 138 140 141
split_gain=0.0172946 0.0595195 0.0945421 0.134818 0.105512 0.102171 0.0928415 0.0911861 0.0885641
threshold=0.0087224207818508166 0.0045489775948226461 0.00087947337306104611 0.0038949446752667431 0.000490355829242617 0.00057154725072905432 0.0054799309000372895 0.0060143163427710542 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 8 -8 -6
right_child=-2 2 3 -5 6 -7 7 -9 -10
leaf_value=-0.00015342608964374476 0.0001332390792405523 1.4268579290536482e-05 -0.0027377142827017375 -2.0074367925558958e-05 0.0015077709779871351 -0.0033497178455478339 0.00055032521569483943 -0.0020599916104923552 -0.00027990840977370519
leaf_weight=5154.9870947599411 2565.8332489728928 161.04317557811737 73.453512787818909 623.80588579177856 577.25098407268524 40.721792340278625 175.95075845718384 66.343143582344055 120.61067056655884
leaf_count=2787 1236 64 53 273 184 25 62 42 54
internal_value=0 -4.88792e-05 0.000244152 -0.000306367 0.000580301 -0.000664678 0.000847483 -0.000164413 0.00119881
internal_weight=0 6994.17 1839.18 697.259 1141.92 201.765 940.156 242.294 697.862
internal_count=4780 3544 757 326 431 89 342 104 238
is_linear=0
shrinkage=0.06


Tree=994
num_leaves=10
num_cat=0
split_feature=107 57 18 12 100 80 102 44 102
split_gain=0.0178545 0.0495679 0.105085 0.0373276 0.0337848 0.0417373 0.0407362 0.0408256 0.034439
threshold=0.020035739988088611 0.00050559637020342063 0.0021592099219560628 0.00747153488919139 0.00070876078098081063 0.0098710241727530974 0.0025217677466571335 0.001792412775103003 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 -8
right_child=1 -3 -4 -5 5 -7 7 -9 -10
leaf_value=-2.0787291599082136e-05 -0.00092802800435017843 0.0025192325568693533 -0.0033169560614158453 0.0022797784949694371 -0.00078729830246829008 0.0014701125105563559 0.0028019063288191445 -0.00038895877289198681 0.00055636512224993312
leaf_weight=8982.6883758306503 74.718931913375854 34.780413150787354 29.224750399589539 34.780413150787354 115.53715336322784 108.04106771945953 40.432505011558533 77.056911945343018 62.739744424819946
leaf_count=4414 59 15 25 15 89 58 10 61 34
internal_value=0 0.00032344 0.000182673 0.000381922 0.000243981 0.000460845 9.21678e-05 0.000655956 0.00143638
internal_weight=0 577.312 542.531 513.307 478.526 403.807 295.766 180.229 103.172
internal_count=4780 366 351 326 311 252 194 105 44
is_linear=0
shrinkage=0.06


Tree=995
num_leaves=10
num_cat=0
split_feature=148 146 36 91 65 79 8 120 92
split_gain=0.0177311 0.0991911 0.0945265 0.0833689 0.0764065 0.102865 0.104171 0.116505 0.074259
threshold=0.0038949446752667431 0.021960759535431865 0.0060143163427710542 0.0011261500185355546 0.014293605927377941 0.0019672545604407792 0.0066005610860884198 0.00046126570669002836 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 -2 -6 -7 -8 -1
right_child=4 2 -4 -5 5 6 7 -9 -10
leaf_value=7.1116762624597785e-06 -1.8530048941714607e-05 -0.0041785999438871098 0.0013191455086509678 -0.0010314331963263196 -0.0038141393034587102 0.00095467595959658101 -0.0039512210528269828 0.00016995213669683301 0.00065235966245481716
leaf_weight=2225.7908090353012 6009.8537430763245 42.083640575408936 41.601495027542114 108.23392593860626 42.083640575408936 89.1443692445755 49.001151561737061 49.784425139427185 902.42306673526764
leaf_count=1250 2820 36 11 68 36 32 37 18 472
internal_value=0 0.000112021 -0.00121201 -0.00191253 -5.96047e-05 -0.00113281 -0.000532376 -0.0018743 0.000193252
internal_weight=0 3320.13 191.919 150.318 6239.87 230.014 187.93 98.7856 3128.21
internal_count=4780 1837 115 104 2943 123 87 55 1722
is_linear=0
shrinkage=0.06


Tree=996
num_leaves=10
num_cat=0
split_feature=104 1 22 47 12 103 35 40 85
split_gain=0.0169189 0.0649633 0.126836 0.0876742 0.0835507 0.091987 0.10795 0.118668 0.0956369
threshold=0.0063990866765379914 0.00070876078098081063 0.00073092587990686308 0.040252277627587325 0.0022272822679951791 0.00066645268816500913 0.00073092587990686308 0.0084566329605877417 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 8 -8
right_child=1 3 -4 -5 -6 -7 7 -9 -10
leaf_value=5.0120581414029221e-05 -0.00011254579379765247 -0.00033195555837528892 0.0014104900117010691 0.00076412861196926811 -0.00010314618758869197 3.973580063881854e-05 -0.0010459415787006272 -0.0048320174912478879 -0.0041563085876550072
leaf_weight=6856.5391647815704 955.11220586299896 166.00842297077179 247.94599390029907 204.48866438865662 664.62410724163055 189.29179418087006 178.96374225616455 52.604550719261169 44.421620607376099
leaf_count=3323 581 83 99 111 303 98 99 45 38
internal_value=0 -0.000127116 0.000201346 -0.000390485 -0.000572677 -0.001067 -0.00154098 -0.0022682 -0.00166446
internal_weight=0 2703.46 1203.06 1500.4 1295.91 631.29 441.998 275.99 223.385
internal_count=4780 1457 680 777 666 363 265 182 137
is_linear=0
shrinkage=0.06


Tree=997
num_leaves=10
num_cat=0
split_feature=102 1 59 54 123 61 140 54 26
split_gain=0.0176543 0.0656256 0.144435 0.130233 0.105768 0.124599 0.121333 0.0991386 0.0797759
threshold=0.00899649551138282 0.0012357163941487672 0.0084566329605877417 0.0072436286136507997 0.0036604277556762104 0.0016846025246195497 0.0038949446752667431 0.0098710241727530974 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 -2 -6 -4
right_child=1 2 8 -5 7 -7 -8 -9 -10
leaf_value=-3.350479299014038e-05 0.00070509876498713075 0.00083348508558448776 -0.0042164018224412356 -0.0015504346658877445 -0.0044274163823089093 0.00023837620518023166 0.0035337355361592096 0.00021051295116549128 -0.00014108639764565564
leaf_weight=8178.9307752847672 130.93872249126434 262.9500058889389 49.097580671310425 120.21311342716217 29.224750399589539 629.94012320041656 93.627471089363098 38.383812308311462 26.693912148475647
leaf_count=4110 53 102 42 93 25 293 26 23 13
internal_value=0 0.000198421 -0.000387836 8.55571e-05 0.000490213 0.000670963 0.00188443 -0.0017943 -0.00278107
internal_weight=0 1381.07 458.955 383.163 922.115 854.506 224.566 67.6086 75.7915
internal_count=4780 670 250 195 420 372 79 48 55
is_linear=0
shrinkage=0.06


Tree=998
num_leaves=10
num_cat=0
split_feature=126 104 60 27 145 32 133 47 57
split_gain=0.0179777 0.0265318 0.0590904 0.0757 0.0788235 0.0944569 0.0670945 0.0594945 0.101199
threshold=0.0045489775948226461 0.0063990866765379914 0.013860232196748258 0.021960759535431865 0.00093549740267917525 0.00068727668258361529 0.0054799309000372895 0.029773407615721229 0.0003614811430452392
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -6 -9
right_child=-2 2 -4 -5 7 -7 -8 8 -10
leaf_value=4.4323031927067641e-05 0.00041993761502356349 -0.0019385305696000676 0.00073904114948868723 0.0020868182068843866 -0.00042009112219194047 -0.0033497819694116183 0.0013954303351061314 0.00010479130036245273 0.0034709553466642034
leaf_weight=6808.8034323453903 353.43254196643829 45.494181513786316 224.46976447105408 47.446445107460022 1497.1852196455002 66.439572691917419 41.601495027542114 440.44363009929657 34.683984041213989
leaf_count=3292 263 34 74 16 789 47 11 244 10
internal_value=0 -1.61211e-05 -0.000187761 -0.000283486 -0.000336389 -0.00164586 -0.000346055 -0.000234452 0.000350519
internal_weight=0 9206.57 2397.76 2173.29 2125.85 153.535 87.0957 1972.31 475.128
internal_count=4780 4517 1225 1151 1135 92 45 1043 254
is_linear=0
shrinkage=0.06


Tree=999
num_leaves=10
num_cat=0
split_feature=91 145 56 104 104 59 29 43 15
split_gain=0.0177631 0.0796817 0.0800797 0.0479308 0.0719952 0.0671447 0.110109 0.0605976 0.0438387
threshold=0.0095705352723598498 0.0026833302108570938 0.00073092587990686308 0.0042751494329422721 0.00060774214216507982 0.0026833302108570938 0.0087224207818508166 0.00099512818269431613 0.023343417793512348
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 8 4 -2 -6 -7 -5 -3
right_child=1 2 -4 7 5 6 -8 -9 -10
leaf_value=-2.1666331051983114e-05 0.0014824029650804713 -0.00095608988277690141 -0.0033626349191839965 -2.8711687783070328e-05 0.00072673895121839029 -0.0034519448512193547 0.00025044092293878512 0.0023568097349980998 0.0018617067823257379
leaf_weight=8933.0849682092667 111.25875043869019 63.029031753540039 37.311251401901245 60.305335283279419 103.26867854595184 51.435560703277588 66.053856253623962 105.22094213962555 29.03189218044281
leaf_count=4465 46 49 27 27 49 44 27 31 15
internal_value=0 0.000308729 -0.00101781 0.00065366 0.000237848 -0.000389389 -0.00137042 0.00148771 -6.7483e-05
internal_weight=0 626.915 129.372 497.543 332.017 220.758 117.489 165.526 92.0609
internal_count=4780 315 91 224 166 120 71 58 64
is_linear=0
shrinkage=0.06


Tree=1000
num_leaves=10
num_cat=0
split_feature=122 144 97 54 61 136 144 40 125
split_gain=0.0165508 0.0254233 0.0409699 0.0467662 0.0465075 0.06143 0.0323051 0.0262211 0.0248813
threshold=0.0048403022810816774 0.013032016810029747 0.0026012937305495147 0.004017772153019906 0.0010263677686452868 0.0003614811430452392 0.0045489775948226461 0.0014427106943912806 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 -6 -4 -2 -9
right_child=1 -3 6 4 5 -7 -8 8 -10
leaf_value=-1.9694349908626198e-05 0.0014629199711642001 -0.00084726665651297143 0.0005395996550697983 0.00097364493654490951 -0.0035543904062295103 -0.00010997149589268188 0.0022434310131135551 -0.00095843892051728332 0.00066068761314106383
leaf_weight=8999.9102573394775 76.478337287902832 60.305335283279419 99.56885027885437 31.273443102836609 36.238690495491028 38.383812308311462 67.029988050460815 52.315263390541077 98.496289372444153
leaf_count=4532 31 27 36 12 31 23 18 30 40
internal_value=0 0.000316462 0.000456881 7.27451e-05 -0.000968671 -0.00178267 0.00122513 0.000557948 9.90262e-05
internal_weight=0 560.09 499.785 333.186 105.896 74.6225 166.599 227.29 150.812
internal_count=4780 248 221 167 66 54 54 101 70
is_linear=0
shrinkage=0.06


Tree=1001
num_leaves=10
num_cat=0
split_feature=117 45 45 29 51 122 60 58 101
split_gain=0.0171794 0.0668113 0.122063 0.124867 0.117828 0.10225 0.1433 0.0919298 0.0999921
threshold=0.016668972559273246 0.0051502294372767219 0.0031340263085439806 0.013439828064292671 0.0018488886416889729 0.0048403022810816774 0.00017767510871635753 0.0011615398107096555 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -3 6 -4 -6 -9
right_child=1 4 3 -5 7 -7 -8 8 -10
leaf_value=-4.3166699658557524e-05 0.00020316969698101346 -0.0005063161826300769 0.00014930549540853965 0.00047966595149740099 0.0024436569430363046 0.00092590843566005309 -0.0038266348809257505 -0.00026081258180975328 0.0013717843251782422
leaf_weight=7422.1611557006836 890.82959568500519 280.28015720844269 45.301323294639587 104.34123945236206 122.65936326980591 33.514994025230408 116.70614337921143 248.81385588645935 295.39243900775909
leaf_count=3679 467 166 24 45 41 9 90 144 115
internal_value=0 0.000149866 -0.000149289 -0.00119637 0.000525946 -0.00209079 -0.00271486 0.000959801 0.000625353
internal_weight=0 2137.84 1190.69 299.864 947.146 195.522 162.007 666.866 544.206
internal_count=4780 1101 635 168 466 123 114 300 259
is_linear=0
shrinkage=0.06


Tree=1002
num_leaves=10
num_cat=0
split_feature=7 7 150 117 24 139 20 28 72
split_gain=0.0172143 0.0655153 0.0851411 0.0859883 0.110818 0.143073 0.108825 0.136786 0.0950071
threshold=0.014293605927377941 0.0072436286136507997 0.0068083447404205808 0.0042751494329422721 0.0020292587578296666 0.0011261500185355546 0.00062670491752214741 0.0045489775948226461 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 -3 -5
right_child=-2 2 -4 8 5 -7 -8 -9 -10
leaf_value=2.5652036120844625e-05 0.00028982896963511548 -0.0050163014205978516 0.00088630381545423123 -0.0021254271255138815 -0.0045884279582685218 0.00012415317551110183 0.00052686130790072076 0.00017008684656960249 0.00041563944895553256
leaf_weight=8166.5421899557114 684.89449465274811 37.407680511474609 119.24882233142853 68.584694504737854 74.815361022949219 33.611423134803772 106.38993215560913 35.852974057197571 232.65269458293915
leaf_count=4183 281 32 43 39 64 14 32 11 81
internal_value=0 -2.23662e-05 -0.0005758 -0.000871659 -0.00161279 -0.00312757 -0.000698564 -0.00247814 -0.000162902
internal_weight=0 8875.11 708.564 589.315 288.077 108.427 179.651 73.2607 301.237
internal_count=4780 4499 316 273 153 78 75 43 120
is_linear=0
shrinkage=0.06


Tree=1003
num_leaves=10
num_cat=0
split_feature=4 104 14 59 32 72 32 32 138
split_gain=0.0169073 0.082216 0.102682 0.0796967 0.0729292 0.0947468 0.0679785 0.157414 0.132591
threshold=0.0010585968848317864 0.00017767510871635753 0.0054799309000372895 0.011169348377734424 0.013860232196748258 0.045367386192083366 0.0070226341485977182 0.0032328735105693345 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -3 -9
right_child=1 4 -4 -5 -6 -7 -8 8 -10
leaf_value=-7.6652856228847559e-05 -0.0030182863048299792 0.00029253391047864163 0.00055240845188931514 -0.00021030594839308372 -0.002312801133780741 -0.0018422970957815764 0.0011260164316727473 -0.001882916464158586 4.5363277229414059e-05
leaf_weight=4971.7567902803421 94.591762185096741 3421.7014139890671 97.327299356460571 59.136345267295837 43.059772372245789 82.709003806114197 271.81978046894073 235.07526302337646 282.82283616065979
leaf_count=2586 76 1619 39 26 27 56 85 147 119
internal_value=0 8.306e-05 -0.000972603 -0.00193811 0.000144166 0.000168804 0.0002083 0.000144981 -0.000829888
internal_weight=0 4588.24 251.055 153.728 4337.19 4294.13 4211.42 3939.6 517.898
internal_count=4780 2194 141 102 2053 2026 1970 1885 266
is_linear=0
shrinkage=0.06


Tree=1004
num_leaves=10
num_cat=0
split_feature=0 144 3 77 92 87 77 102 127
split_gain=0.016912 0.0787399 0.116015 0.0960071 0.111879 0.110626 0.0964513 0.106957 0.11285
threshold=0.0087224207818508166 0.0032328735105693345 0.00064626874518580746 0.0023699469165876512 0.021960759535431865 0.0011615398107096555 0.0063990866765379914 0.0041444667149335155 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 -6 7 8 -5
right_child=1 2 -4 4 5 -7 -8 -9 -10
leaf_value=-4.8335541478581493e-05 -0.00017430909590569819 -0.0032734668213262479 -0.00020765237422181915 0.0011978655869344676 -0.0029619297260390178 0.00050380008964078329 0.00032344297348280599 0.00032942992073256187 0.003522677437826062
leaf_weight=6994.1670179367065 790.87502896785736 47.832161545753479 625.6498795747757 175.07105576992035 56.01509165763855 81.250726461410522 484.68423318862915 172.73307573795319 131.72199606895447
leaf_count=3544 411 36 309 76 43 40 213 74 34
internal_value=0 0.000131757 -0.000425393 0.000330045 0.000692179 -0.000910486 0.000920335 0.00152365 0.00219603
internal_weight=0 2565.83 673.482 1892.35 1101.48 137.266 964.21 479.526 306.793
internal_count=4780 1236 345 891 480 83 397 184 110
is_linear=0
shrinkage=0.06


Tree=1005
num_leaves=10
num_cat=0
split_feature=93 51 18 51 108 32 33 69 98
split_gain=0.0183776 0.0318859 0.0605963 0.0488164 0.0515618 0.0713238 0.0476277 0.0475374 0.0401038
threshold=0.016668972559273246 0.0079489401541650313 0.00085274505545385193 0.00096484774257987748 0.0044099434744566688 0.00017767510871635753 0.013860232196748258 0.00085274505545385193 0.02636832278221846
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 8 -6 -7 -2 -5
right_child=1 2 -4 4 5 6 -8 -9 -10
leaf_value=-2.8745414510935721e-05 9.3321884431309486e-06 -0.00026804337840804316 0.0017894874539865261 -0.0019882097737493908 0.0020257775847549878 -0.0012840875387726107 0.00051502638190933589 0.0013555835631961781 8.3519535451417293e-05
leaf_weight=8540.2924821376801 235.26812124252319 90.795504808425903 119.15239322185516 97.905874013900757 55.725804328918457 106.18523323535919 105.70308768749237 157.72906374931335 51.242702484130859
leaf_count=4188 157 58 38 69 28 81 56 71 34
internal_value=0 0.00024075 0.000899674 6.99092e-05 -0.000382474 0.000115752 -0.000386577 0.000549649 -0.00127643
internal_weight=0 1019.71 209.948 809.76 416.763 267.614 211.888 392.997 149.149
internal_count=4780 592 96 496 268 165 137 228 103
is_linear=0
shrinkage=0.06


Tree=1006
num_leaves=10
num_cat=0
split_feature=102 10 15 11 1 11 26 19 47
split_gain=0.017131 0.0630051 0.155737 0.0874363 0.075694 0.0902911 0.0731387 0.0638424 0.104343
threshold=0.00899649551138282 0.0045489775948226461 0.0044099434744566688 0.013860232196748258 0.0012357163941487672 0.0046923852059990176 0.00017767510871635753 0.0019672545604407792 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 -6 -4 -9
right_child=1 4 7 -5 5 -7 -8 8 -10
leaf_value=-3.300447754360792e-05 0.000356637377848087 0.00020327297133992763 0.003588597963725348 -0.0021043290763911506 -0.0015052738929557726 -0.0030020026272429136 0.0012065259022966241 0.003153889230051729 -0.0004880286219521785
leaf_weight=8178.9307752847672 424.08961057662964 506.40105724334717 67.029988050460815 59.232774376869202 81.732872009277344 65.367011785507202 63.715876221656799 54.267526984214783 59.232774376869202
leaf_count=4110 171 266 18 31 65 51 25 12 31
internal_value=0 0.000195458 0.00061669 5.50377e-05 -0.000194432 -0.00114976 -0.000317332 0.00212037 0.00125327
internal_weight=0 1381.07 663.853 483.322 717.217 210.816 145.449 180.53 113.5
internal_count=4780 670 263 202 407 141 90 61 43
is_linear=0
shrinkage=0.06


Tree=1007
num_leaves=10
num_cat=0
split_feature=51 7 75 28 102 114 77 108 117
split_gain=0.0174011 0.110919 0.121361 0.122909 0.117027 0.116614 0.104603 0.10179 0.0973432
threshold=0.0026012937305495147 0.0020292587578296666 0.0015349716995842757 0.0034400182776153092 0.0032328735105693345 0.00082683752407319855 0.0026833302108570938 0.0022975050378590827 0.014293605927377941
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 8 -5 6 7 -2 -4
right_child=1 -3 3 4 -6 -7 -8 -9 -10
leaf_value=7.2678388198939273e-05 -0.0015504849707097697 0.00022921133078060944 -0.00172276630207892 0.0014921179190514244 -0.0019272351943046516 0.00069351142730395292 -0.0021084208258298912 0.00026218599423364351 -0.00034443845521535063
leaf_weight=5293.1681376695633 146.02732288837433 2041.6317355632782 495.57901906967163 128.50431334972382 50.073712468147278 520.13965010643005 119.04412341117859 472.00636053085327 293.82589185237885
leaf_count=2679 120 822 301 46 33 263 92 271 153
internal_value=0 -9.01603e-05 -0.000383185 -0.000888169 0.000533323 5.62191e-06 -0.000479807 -0.000166107 -0.00120974
internal_weight=0 4266.83 2225.2 967.983 178.578 1257.22 737.078 618.034 789.405
internal_count=4780 2101 1279 533 79 746 483 391 454
is_linear=0
shrinkage=0.06


Tree=1008
num_leaves=10
num_cat=0
split_feature=82 17 31 27 117 108 24 133 135
split_gain=0.0168365 0.045555 0.10408 0.0879717 0.0616531 0.0803008 0.0607994 0.0547168 0.0807309
threshold=0.0070226341485977182 0.00040826165059115743 0.010500331409275534 0.0060143163427710542 0.016668972559273246 0.015200819820165636 0.004017772153019906 0.002945306478068233 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 7 5 -2 -6 -3 -9
right_child=1 2 -4 -5 6 -7 -8 8 -10
leaf_value=-2.8401664066668839e-05 -0.00011654012947241787 3.3121617751344555e-05 0.0013309825257624163 0.0010940420576947432 0.0028852145528643837 0.0025470849224282265 -4.8215842742166909e-05 -0.0034986304487547486 -0.00088215434495551956
leaf_weight=8480.9632786512375 278.23146450519562 142.91790997982025 142.2429062128067 98.689147591590881 75.405776381492615 47.735732436180115 38.383812308311462 53.773540735244751 201.65669810771942
leaf_count=4152 179 78 43 50 35 31 23 46 143
internal_value=0 0.00022323 -0.000100112 -0.000509665 0.000693276 0.00027353 0.0018957 -0.000906976 -0.00143298
internal_weight=0 1079.04 639.28 497.037 439.757 325.967 113.79 398.348 255.43
internal_count=4780 628 360 317 268 210 58 267 189
is_linear=0
shrinkage=0.06


Tree=1009
num_leaves=10
num_cat=0
split_feature=99 70 92 19 33 20 20 108 132
split_gain=0.0183893 0.0463629 0.0595447 0.112755 0.0695172 0.0557526 0.10084 0.0844856 0.0651457
threshold=0.00017767510871635753 0.0012357163941487672 0.0092791137285530585 0.0034400182776153092 0.00077738583786413084 0.00017767510871635753 0.00055427959887310873 0.0034400182776153092 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 8 -7 -8 -1
right_child=-2 -3 -4 4 -6 6 7 -9 -10
leaf_value=-0.00021091759448666468 -4.3108167244769603e-05 0.00063192237571658169 0.00071973688740902149 -0.0040750521967776333 -0.00094558430408535343 0.0017768963084252168 0.0005548792094584832 -0.0015992824513812816 -0.0025190385284874321
leaf_weight=552.6666716337204 7537.3244333267212 547.90612316131592 313.21657657623291 38.576670527458191 75.695063710212708 147.11172449588776 202.83752882480621 96.83331310749054 47.832161545753479
leaf_count=340 3689 272 145 33 50 57 85 73 36
internal_value=0 0.000160639 -1.44523e-05 -0.000212429 -0.00200205 -1.71581e-05 0.00049037 -0.0001412 -0.000394769
internal_weight=0 2022.68 1474.77 1161.55 114.272 1047.28 446.783 299.671 600.499
internal_count=4780 1091 819 674 83 591 215 158 376
is_linear=0
shrinkage=0.06


Tree=1010
num_leaves=10
num_cat=0
split_feature=104 110 71 77 77 5 73 87 33
split_gain=0.0166749 0.0611646 0.0613107 0.0845722 0.10279 0.0626431 0.0825555 0.0971036 0.146108
threshold=0.00060774214216507982 0.00050559637020342063 0.02129978779703379 0.0030382014811038975 0.0013146653072908523 0.0066005610860884198 0.00042089859198313212 0.00043393640953581786 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 7 8 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=0.0004470018076570628 -3.7096773898643993e-05 0.00077460506166867585 -0.0013749873918670846 -0.0024821673931028037 0.0013219641814115649 -0.0021200823704181563 -4.6021453079088311e-05 -0.0014757667953766282 0.0037476192640772824
leaf_weight=119.82739698886871 7841.4546957015991 445.22785997390747 114.46459245681763 79.298462867736816 91.578778386116028 40.81822144985199 706.91244673728943 39.552802324295044 80.865010023117065
leaf_count=73 3959 194 93 58 39 30 290 24 20
internal_value=0 0.000169267 -4.23956e-05 -0.00081711 -0.000176291 0.000181353 0.000280535 0.00124141 0.00177692
internal_weight=0 1718.55 1273.32 285.342 206.043 987.976 947.158 240.245 200.692
internal_count=4780 821 627 190 132 437 407 117 93
is_linear=0
shrinkage=0.06


Tree=1011
num_leaves=10
num_cat=0
split_feature=67 93 50 127 59 15 25 16 104
split_gain=0.0168393 0.0307495 0.0430586 0.0411988 0.0427553 0.0318309 0.0276322 0.0556445 0.0674837
threshold=0.0068083447404205808 0.0014881226234138014 0.0033348383149132137 0.00017767510871635753 0.000490355829242617 0.0027679565828293566 0.030689206905663017 0.0025217677466571335 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -5 7 -1 -9
right_child=1 -3 -4 5 -6 -7 -8 8 -10
leaf_value=-3.3066814942879087e-05 -0.00044806745559140349 0.0011392157777362359 -0.0018740243920736218 -0.0019334688828223797 0.0014800690376977925 0.00048250227190108384 0.00034096583373421138 -0.0033205825774040121 0.00030695680247736222
leaf_weight=8342.975093960762 63.812305331230164 129.6733033657074 37.311251401901245 43.252630591392517 117.88697409629822 35.949403166770935 714.61323130130768 40.81822144985199 33.707852244377136
leaf_count=4270 30 47 27 37 32 16 272 30 19
internal_value=0 0.000367879 3.24752e-05 0.000305122 0.000802913 -0.000836872 -1.7237e-05 -4.7647e-05 -0.00167986
internal_weight=0 427.886 298.213 260.901 181.699 79.202 9132.11 8417.5 74.5261
internal_count=4780 189 142 115 62 53 4591 4319 49
is_linear=0
shrinkage=0.06


Tree=1012
num_leaves=10
num_cat=0
split_feature=132 46 133 113 71 22 146 136 7
split_gain=0.0167709 0.0591728 0.0801654 0.062695 0.0875455 0.0994789 0.141146 0.101165 0.110492
threshold=0.00017767510871635753 0.096724390983581557 0.0079489401541650313 0.0060143163427710542 0.015200819820165636 0.0011980500421486797 0.0010263677686452868 0.00017767510871635753 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 -6 -8 -9
right_child=1 2 -4 -5 5 -7 7 8 -10
leaf_value=7.6700898550733298e-05 -8.7793466337867361e-05 -0.00022778840296789585 0.0019017312529012254 0.00047887711951232089 0.00094671418393141489 0.00024910437759238368 -0.0027888152691706077 -0.0019751030936824383 0.0010638430527656838
leaf_weight=4949.4258694648743 3167.6448640823364 131.03515160083771 123.73192417621613 527.55114734172821 79.985307335853577 205.3683670759201 192.59406530857086 113.10274422168732 69.560826301574707
leaf_count=2680 1382 58 37 230 34 97 150 82 30
internal_value=0 -8.2338e-05 0.000806449 -0.000134322 -0.000218824 -0.000847118 -0.00134164 -0.0018294 -0.00081783
internal_weight=0 4610.57 254.767 4355.81 3828.26 660.611 455.243 375.258 182.664
internal_count=4780 2100 95 2005 1775 393 296 262 112
is_linear=0
shrinkage=0.06


Tree=1013
num_leaves=10
num_cat=0
split_feature=124 35 69 31 150 144 131 104 107
split_gain=0.016445 0.0602306 0.064351 0.0767928 0.0678495 0.0678978 0.0630693 0.0589452 0.121069
threshold=0.013860232196748258 0.00087947337306104611 0.00085274505545385193 0.0032328735105693345 0.00055427959887310873 0.013032016810029747 0.0037758676335215573 0.0049928687512874612 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 4 -4 -3 7 -2 8 -6
right_child=1 2 3 -5 5 -7 -8 -9 -10
leaf_value=-3.568404574598217e-05 -0.00018963043334679786 0.00034749679046151632 0.0013161124714273903 -7.6460554861773982e-05 -0.0028606115636726176 -0.0023330725001310948 -0.0028607667887906212 0.00071677288730017177 0.0011366660109591253
leaf_weight=7929.5146633386612 112.81345689296722 573.44288599491119 364.76040709018707 234.01454281806946 66.439572691917419 74.718931913375854 44.325191497802734 113.69315958023071 46.27745509147644
leaf_count=4054 67 225 135 92 47 59 33 53 15
internal_value=0 0.000173542 0.000292636 0.000771864 -3.54673e-05 -0.000764749 -0.000943096 -0.000247178 -0.00121948
internal_weight=0 1630.49 1473.35 598.775 874.572 301.129 157.139 226.41 112.717
internal_count=4780 726 626 227 399 174 100 115 62
is_linear=0
shrinkage=0.06


Tree=1014
num_leaves=10
num_cat=0
split_feature=132 75 19 43 75 3 94 49 93
split_gain=0.0154661 0.0559756 0.139981 0.16566 0.17718 0.125327 0.137855 0.0828101 0.103106
threshold=0.00017767510871635753 0.013860232196748258 0.010180860292166473 0.0032328735105693345 0.0042751494329422721 0.00073092587990686308 0.0054799309000372895 0.0012745757703669371 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 -7
right_child=1 -3 3 -5 5 6 -8 -9 -10
leaf_value=7.365676390162387e-05 -2.6992402797852639e-06 0.00028892596808440533 -0.0005653191377761349 0.00045562684673205799 -0.0057654846110183292 -0.007901949667135354 -0.00042376059872274306 -0.001568834845262994 -0.0025828767170408534
leaf_weight=4949.4258694648743 2758.9331412315369 1124.9642490148544 293.44017541408539 215.69641900062561 42.083640575408936 26.886770367622375 86.999247431755066 35.949403166770935 25.62135124206543
leaf_count=2680 1293 446 133 96 36 23 40 16 17
internal_value=0 -7.90701e-05 -0.000197839 -0.000938716 -0.0015273 -0.00282491 -0.00211961 -0.00378751 -0.00530651
internal_weight=0 4610.57 3485.61 726.677 510.981 217.54 175.457 88.4575 52.5081
internal_count=4780 2100 1654 361 265 132 96 56 40
is_linear=0
shrinkage=0.06


Tree=1015
num_leaves=10
num_cat=0
split_feature=97 107 87 125 18 148 60 125 142
split_gain=0.0165757 0.0746592 0.0594803 0.0517431 0.0253183 0.0903366 0.0285356 0.112679 0.0829634
threshold=0.04273676127195359 0.0010263677686452868 0.00080172589514404546 0.0020292587578296666 0.13848232477903369 0.0051502294372767219 0.0017376682371832433 0.086341444402933135 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1 8 -8
right_child=1 2 -4 -5 5 -7 7 -9 -10
leaf_value=-0.00011091073664186081 0.00015900843715658307 0.0022116546953651292 0.00012664447566231737 -0.0027872670554522287 -0.00084933878807580507 0.0017418202548481884 0.00034925041923468121 -0.0028996844210536425 -0.00029564001267070965
leaf_weight=5677.0671677589417 55.532946109771729 92.458481073379517 105.41380035877228 34.973271369934082 83.395848274230957 115.54899406433105 2309.0411618947983 44.22876238822937 1042.3398336172104
leaf_count=3091 18 25 41 25 32 30 1036 28 454
internal_value=0 0.000447976 0.00110089 -0.000979487 -1.39336e-05 0.00065563 -2.86157e-05 0.000108972 0.000148678
internal_weight=0 288.378 197.872 90.5062 9271.62 198.945 9072.68 3395.61 3351.38
internal_count=4780 109 66 43 4671 62 4609 1518 1490
is_linear=0
shrinkage=0.06


Tree=1016
num_leaves=10
num_cat=0
split_feature=0 27 40 112 15 21 81 29 27
split_gain=0.0165224 0.0639397 0.161412 0.0970324 0.0740916 0.0886991 0.0732044 0.0701096 0.0955559
threshold=0.0087224207818508166 0.0011980500421486797 0.0036604277556762104 0.0019071503775194289 0.0014881226234138014 0.0015833032084628942 0.0035485138650983576 0.0087224207818508166 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -4 -6 -2 8 -3
right_child=1 7 4 -5 5 -7 -8 -9 -10
leaf_value=-4.7775451203421152e-05 0.00090330651237256125 0.0010730849884282548 -0.00038488999582113494 0.0019026057722439313 -0.0048267987173548797 -0.0011357612748121252 -0.0010648235593372095 0.00089424084693057106 -0.00014700410129348646
leaf_weight=6994.1670179367065 108.04106771945953 283.99182617664337 55.629375219345093 91.578778386116028 51.435560703277588 43.059772372245789 183.73613142967224 507.87117528915405 1240.4895616769791
leaf_count=3544 58 120 23 39 44 27 108 223 594
internal_value=0 0.00013023 -0.000454374 0.000198734 -0.00212214 -0.00314486 -0.000336052 0.000283686 8.02832e-05
internal_weight=0 2565.83 533.481 383.356 150.125 94.4953 291.777 2032.35 1524.48
internal_count=4780 1236 299 205 94 71 166 937 714
is_linear=0
shrinkage=0.06


Tree=1017
num_leaves=10
num_cat=0
split_feature=72 32 116 36 27 67 33 109 0
split_gain=0.0168872 0.077076 0.167724 0.129355 0.0519971 0.0554038 0.0860369 0.103977 0.0743487
threshold=0.00082683752407319855 0.0019071503775194289 0.0010585968848317864 0.00068727668258361529 0.0070226341485977182 0.00037263428384903824 0.00042089859198313212 0.0034400182776153092 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 8 -7 -8 -1
right_child=-2 2 3 -5 -6 6 7 -9 -10
leaf_value=-2.9473322167089302e-05 -3.74320319518197e-05 -0.0015189473031467309 0.0007642887740154365 0.003966420306118483 0.0011602238714721901 -0.00099462042849337759 0.0039448351802276026 0.00051115728710655526 -0.001241215337466299
leaf_weight=900.63997995853424 7833.9095437526703 64.101592659950256 114.86214959621429 75.116489052772522 127.72103977203369 67.704991817474365 46.27745509147644 101.12355673313141 228.5434684753418
leaf_count=618 3687 45 54 20 65 53 15 57 166
internal_value=0 0.000169886 0.00113493 0.00203039 3.31159e-06 -0.000106607 0.000775925 0.00158918 -0.000274726
internal_weight=0 1726.09 254.08 189.979 1472.01 1344.29 215.106 147.401 1129.18
internal_count=4780 1093 119 74 974 909 125 72 784
is_linear=0
shrinkage=0.06


Tree=1018
num_leaves=10
num_cat=0
split_feature=99 148 42 26 113 39 33 94 37
split_gain=0.016571 0.0429624 0.0483475 0.0361261 0.0677627 0.0948567 0.0717504 0.0892809 0.0998767
threshold=0.00017767510871635753 0.054214311763644225 0.0020932231564074759 0.00039601318712811922 0.0023699469165876512 0.0048403022810816774 0.0053125319536775359 0.00093549740267917525 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 7 -1 -9
right_child=-2 2 -4 -5 5 -7 -8 8 -10
leaf_value=-4.4584246666571926e-05 -4.0921521063521286e-05 -2.5550916262846992e-05 -0.0024179190431461218 0.0007986432000494562 -0.00020297351138282406 -0.0029085854107547492 -0.0018783936281581348 0.0015037529442460658 -0.00052815359332682372
leaf_weight=609.27217864990234 7537.3244333267212 83.492277383804321 47.832161545753479 327.24445676803589 356.26450824737549 53.677111625671387 50.170141577720642 381.90954089164734 112.81345689296722
leaf_count=354 3689 37 36 157 231 41 38 130 67
internal_value=0 0.00015249 -0.000896921 0.000225355 0.000105411 -0.000557242 0.000340776 0.000441624 0.00104041
internal_weight=0 2022.68 131.324 1891.35 1564.11 409.942 1154.17 1104 494.723
internal_count=4780 1091 73 1018 861 272 589 551 197
is_linear=0
shrinkage=0.06


Tree=1019
num_leaves=10
num_cat=0
split_feature=5 44 124 143 125 133 135 60 37
split_gain=0.0156314 0.0548475 0.0429692 0.0428887 0.0397543 0.0219453 0.0685257 0.127263 0.117899
threshold=0.033603202551603324 0.0028552538715302949 0.0045489775948226461 0.0079489401541650313 0.0020292587578296666 0.0054799309000372895 0.0020932231564074759 0.0070226341485977182 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 3 4 -2 -3 -1 -7 -8 -9
right_child=1 2 -4 -5 -6 6 7 8 -10
leaf_value=-9.8204765224247693e-05 0.00050025177314247013 -0.00050443501630965633 0.0011204794216802916 0.0024365035868162601 -0.0032489131159899104 -5.9293036679449371e-05 0.00017664676267617263 0.0044933899136256339 0.0010680794030235776
leaf_weight=5108.8297501802444 159.38019931316376 84.070852041244507 42.770485043525696 55.532946109771729 24.548790335655212 3001.4317421913147 871.43891096115112 46.27745509147644 165.7191356420517
leaf_count=2659 97 67 12 18 21 1348 475 15 68
internal_value=0 0.000384367 -0.0004904 0.00100057 -0.00112471 -1.53143e-05 8.83546e-05 0.000497381 0.0018158
internal_weight=0 366.303 151.39 214.913 108.62 9193.7 4084.87 1083.44 211.997
internal_count=4780 215 100 115 88 4565 1906 558 83
is_linear=0
shrinkage=0.06


Tree=1020
num_leaves=10
num_cat=0
split_feature=126 129 75 45 24 115 52 37 129
split_gain=0.016619 0.0325003 0.0507254 0.0229507 0.0707463 0.0956224 0.0991528 0.0554785 0.0546454
threshold=0.0045489775948226461 0.0053125319536775359 0.0054799309000372895 0.0087224207818508166 0.0081988852471113222 0.0014427106943912806 0.0060143163427710542 0.0011261500185355546 0.007706565549597145
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 8 -6 7 -7 -5
right_child=1 2 -4 4 5 6 -8 -9 -10
leaf_value=3.2899196582687775e-05 0.00070978099547264846 -0.0023199628302066765 0.00074899804267613418 -0.00023608781734752246 -0.00052051142061864189 -0.0010654577502177455 0.002927459737865225 0.001851958099038178 -0.0012991490760088445
leaf_weight=7300.8873220682144 275.49592733383179 36.238690495491028 41.697924137115479 1364.8846489191055 154.8006683588028 55.918662548065186 90.120501041412354 40.432505011558533 199.5234169960022
leaf_count=3531 216 31 16 725 98 38 23 10 92
internal_value=0 0.000403757 -0.000677996 -1.54999e-05 -0.000200923 0.00058179 0.00149687 0.000158798 -0.00037167
internal_weight=0 353.433 77.9366 9206.57 1905.68 341.272 186.472 96.3512 1564.41
internal_count=4780 263 47 4517 986 169 71 48 817
is_linear=0
shrinkage=0.06


Tree=1021
num_leaves=10
num_cat=0
split_feature=43 149 58 9 80 89 45 52 14
split_gain=0.0170312 0.0775596 0.108938 0.103399 0.109819 0.132726 0.0965907 0.129783 0.174328
threshold=0.0011261500185355546 0.0058306583669036635 0.0015349716995842757 0.0022975050378590827 0.00075379351619631063 0.0023699469165876512 0.0087224207818508166 0.0053125319536775359 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 -6 -9
right_child=1 2 -4 -5 5 -7 -8 8 -10
leaf_value=5.9171954829495241e-05 0.00062320131614954988 -0.0019688676730530699 0.00019236281169681879 0.00083694652621499148 -0.0030795636171013501 0.00066307561395897237 -0.00045661091603103795 -0.0022700871837668794 0.0010168500905906547
leaf_weight=6183.9605077505112 178.77088403701782 87.481392979621887 2086.8620146512985 178.57802581787109 190.15965616703033 141.45963263511658 268.49382793903351 149.05214738845825 95.182177543640137
leaf_count=2846 89 65 1200 79 143 62 151 98 47
internal_value=0 -0.000108386 0.000105409 -0.000495227 -0.000727748 -0.00101378 -0.00135126 -0.00190423 -0.000989113
internal_weight=0 3376.04 2174.34 1201.7 1023.12 844.347 702.888 434.394 244.234
internal_count=4780 1934 1265 669 590 501 439 288 145
is_linear=0
shrinkage=0.06


Tree=1022
num_leaves=10
num_cat=0
split_feature=93 93 81 142 107 76 71 17 19
split_gain=0.0162019 0.0358109 0.0795101 0.0871835 0.0809544 0.0782654 0.0971519 0.109326 0.0933448
threshold=0.016668972559273246 0.0070226341485977182 0.020658296532928947 0.00244467705488205 0.0012357163941487672 0.0010263677686452868 0.0058306583669036635 0.02636832278221846 0.034632634371519096
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5 8 -8
right_child=-2 2 -4 5 -6 -7 7 -9 -10
leaf_value=1.0125379899443482e-05 0.00022604979541533356 0.0022601953349348689 0.0014757780578885235 -0.0030221059816122769 -0.00045261474817921796 0.00044581870473265619 -0.0021956455700206197 0.0012340726876410057 0.0010613749372598135
leaf_weight=7826.1004893779755 1019.7077847719193 61.281467080116272 70.729816317558289 103.84725320339203 111.93375420570374 97.5201575756073 162.29675400257111 67.222846269607544 39.359944105148315
leaf_count=3759 592 18 31 79 81 49 129 28 14
internal_value=0 -2.69903e-05 -0.000433703 -0.000643594 0.000507145 -0.00106747 -0.0014634 -0.000861399 -0.00155993
internal_weight=0 8540.29 714.192 643.462 173.215 470.247 372.727 268.88 201.657
internal_count=4780 4188 429 398 99 299 250 171 143
is_linear=0
shrinkage=0.06


Tree=1023
num_leaves=10
num_cat=0
split_feature=98 40 21 25 75 33 128 15 102
split_gain=0.0172161 0.0665064 0.0705451 0.105928 0.0996869 0.204494 0.124243 0.101344 0.0694627
threshold=0.00043393640953581786 0.0036604277556762104 0.0056525857653468856 0.011519505176693203 0.017188700847327713 0.00093549740267917525 0.0048403022810816774 0.0098710241727530974 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -7 -3
right_child=-2 2 -4 -5 -6 7 -8 -9 -10
leaf_value=0.00010574212570106427 4.2620276385096682e-05 -0.0041395120669083978 0.0016162761021502087 9.9344239143558054e-05 -4.25363690169495e-06 -4.2558745662836959e-05 -0.00086038991420280962 -0.0033042821805142038 -0.0080771483475193043
leaf_weight=1323.39142370224 7467.6434965133667 43.252630591392517 48.615435123443604 306.88948094844818 131.03515160083771 140.19421350955963 27.862902164459229 45.397752404212952 25.717780351638794
leaf_count=660 3772 37 17 115 58 56 14 29 22
internal_value=0 -0.000152112 -0.00059588 -0.000745176 -0.00137202 -0.00200661 -0.00424176 -0.000840411 -0.00560778
internal_weight=0 2092.36 768.965 720.35 413.46 282.425 96.8333 185.592 68.9704
internal_count=4780 1008 348 331 216 158 73 85 59
is_linear=0
shrinkage=0.06


Tree=1024
num_leaves=10
num_cat=0
split_feature=30 12 37 5 115 50 67 144 104
split_gain=0.015408 0.0445885 0.0497015 0.0542532 0.0605211 0.0549194 0.0195707 0.0636389 0.0664268
threshold=0.025578102096915249 0.012636432424187662 0.00075379351619631063 0.00066645268816500913 0.059226244688034065 0.00066645268816500913 0.0023699469165876512 0.0087224207818508166 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 -6 -1 8 -8
right_child=1 2 -4 -5 5 -7 7 -9 -10
leaf_value=1.688136929774176e-05 0.0016447966111124744 0.00095968905388905512 0.0011807095733423277 -0.0024528829151754306 4.4403953989809738e-05 -0.0030747097155833514 0.0001750835533713272 -0.0011753238756680516 -0.0013031686189313586
leaf_weight=8024.9979689121246 78.623459100723267 104.14838123321533 98.399860262870789 39.552802324295044 50.953415155410767 33.8042813539505 786.11448049545288 216.2749936580658 127.1306244134903
leaf_count=4057 23 35 35 24 19 24 343 126 94
internal_value=0 0.000361932 5.33488e-05 -0.000432218 -9.13553e-06 -0.00119961 -1.60311e-05 -0.000249867 -3.07003e-05
internal_weight=0 405.482 326.859 228.459 188.906 84.7577 9154.52 1129.52 913.245
internal_count=4780 160 137 102 78 43 4620 563 437
is_linear=0
shrinkage=0.06


Tree=1025
num_leaves=10
num_cat=0
split_feature=17 138 43 149 110 22 80 53 91
split_gain=0.0150583 0.0893455 0.0848007 0.12546 0.119176 0.106371 0.0670753 0.106968 0.0670746
threshold=0.02636832278221846 0.00017767510871635753 0.00017767510871635753 0.0035485138650983576 0.0011261500185355546 0.00073092587990686308 0.0041444667149335155 0.011169348377734424 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 5 -4 -5 -3 -2 -8 -6
right_child=1 2 3 4 8 -7 7 -9 -10
leaf_value=2.0741771917540365e-05 -0.00036589337172304709 0.00053820841183892687 0.001896206723442659 0.0010955050939830289 -0.00042307123571120117 -0.0028436250677334636 -0.004659027281381096 -0.00062447538509038502 -0.0041712653043498304
leaf_weight=8885.8313813209534 132.39699983596802 71.802377223968506 165.33341920375824 77.647327303886414 33.707852244377136 62.739744424819946 43.252630591392517 52.218834280967712 35.069700479507446
leaf_count=4459 69 27 48 32 19 34 37 25 30
internal_value=0 -0.000273385 0.000220165 0.000763487 -0.000515505 -0.00103881 -0.00124005 -0.0024523 -0.00233428
internal_weight=0 674.169 446.3 311.758 146.425 134.542 227.868 95.4715 68.7776
internal_count=4780 321 190 129 81 61 131 62 49
is_linear=0
shrinkage=0.06


Tree=1026
num_leaves=10
num_cat=0
split_feature=27 100 39 19 117 52 141 30 117
split_gain=0.016518 0.0615964 0.0647721 0.0511828 0.0830331 0.117188 0.107745 0.058738 0.0559988
threshold=0.00017767510871635753 0.0021592099219560628 0.0041444667149335155 0.00077738583786413084 0.00093549740267917525 0.00062670491752214741 0.00085274505545385193 0.0012745757703669371 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 7 -7 -6 -1
right_child=-2 -3 -4 4 5 6 -8 -9 -10
leaf_value=-0.00044875105475803968 -3.143190737433343e-05 -0.00026901876104598024 -0.0019634841046968533 0.0030691197084068674 -0.002621022475579366 0.0027603510425947076 0.00021661309560845826 0.00073810650508555843 0.0012384356115937457
leaf_weight=209.93605732917786 8249.6842730045319 572.63593101501465 34.876842260360718 67.029988050460815 46.759600639343262 112.13845312595367 128.79360067844391 31.273443102836609 106.87207770347595
leaf_count=155 4023 362 20 18 40 32 61 12 57
internal_value=0 0.000197894 0.000560342 0.000685588 0.00114947 0.000746054 0.00140056 -0.00127478 0.000120405
internal_weight=0 1310.32 737.68 702.803 385.995 318.965 240.932 78.033 316.808
internal_count=4780 757 395 375 163 145 93 52 212
is_linear=0
shrinkage=0.06


Tree=1027
num_leaves=10
num_cat=0
split_feature=106 112 53 35 146 117 36 53 0
split_gain=0.0162977 0.0784197 0.109253 0.0936697 0.0771117 0.055791 0.0750783 0.0696065 0.0550272
threshold=0.000490355829242617 0.00057154725072905432 0.001792412775103003 0.00073092587990686308 0.0046923852059990176 0.00062670491752214741 0.0060143163427710542 0.001792412775103003 0.007706565549597145
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -2 -8 -5
right_child=5 -3 3 8 -6 -7 7 -9 -10
leaf_value=-6.6437366240020367e-05 0.00087557292937864156 0.00091756944192216599 -0.0016084158388897476 -0.0031161194559015566 0.0020092491985100997 -1.1264542668959507e-05 -0.0027025749113418424 0.00064539394857943545 -0.0010348124740280241
leaf_weight=967.41620278358459 505.72605347633362 199.5234169960022 41.987211465835571 102.58183407783508 42.86691415309906 7527.9488317966461 44.22876238822937 45.204894185066223 82.516145586967468
leaf_count=444 231 92 31 73 17 3799 28 19 46
internal_value=0 -0.000186266 -0.000364258 -0.00143154 0.000219169 3.29485e-05 0.000592183 -0.00101032 -0.00218828
internal_weight=0 1436.89 1237.37 269.952 84.8541 8123.11 595.16 89.4337 185.098
internal_count=4780 703 611 167 48 4077 278 47 119
is_linear=0
shrinkage=0.06


Tree=1028
num_leaves=10
num_cat=0
split_feature=7 135 108 71 108 109 54 145 145
split_gain=0.0154681 0.0556574 0.062673 0.0585669 0.0539452 0.104768 0.138922 0.0482465 0.0422354
threshold=0.014293605927377941 0.0023699469165876512 0.0051502294372767219 0.004017772153019906 0.0026833302108570938 0.0017376682371832433 0.0020292587578296666 0.00080172589514404546 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 -2 -8
right_child=1 -3 3 -5 -6 6 8 -9 -10
leaf_value=-2.1201462700427824e-05 0.00011812376992829326 0.0014735518219248099 -0.0028549828440446023 0.00012019692438458568 0.001495135945922748 -0.0033694895770946904 -0.0010371798130126338 0.0020663395134008309 0.0012329666183383118
leaf_weight=8875.1057722568512 105.41380035877228 115.83828139305115 47.832161545753479 47.446445107460022 107.46249306201935 61.860041737556458 56.894794344902039 80.865010023117065 61.281467080116272
leaf_count=4499 41 45 36 16 28 48 29 20 18
internal_value=0 0.000274736 3.07026e-05 -0.00137342 0.000313076 -3.36935e-05 -0.00106583 0.000963859 0.000140027
internal_weight=0 684.894 569.056 95.2786 473.778 366.315 180.036 186.279 118.176
internal_count=4780 281 236 52 184 156 95 61 47
is_linear=0
shrinkage=0.06


Tree=1029
num_leaves=10
num_cat=0
split_feature=116 18 121 28 4 51 101 121 141
split_gain=0.0157395 0.0835305 0.142652 0.210666 0.183357 0.0929776 0.128099 0.140956 0.11396
threshold=0.0081988852471113222 0.001792412775103003 0.0018488886416889729 0.0015833032084628942 0.0012745757703669371 0.0068083447404205808 0.00075379351619631063 0.00099512818269431613 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 6 -2 8 -8
right_child=1 2 -4 4 -6 -7 7 -9 -10
leaf_value=-4.2120440278968045e-05 -1.9672094807324034e-05 -0.00020972450474034273 0.00063009972894850438 -0.0013711589379693503 -0.006245016628002348 -0.00032695912212339 0.0028818990543108816 -0.00041246045121429094 0.00096723683608527654
leaf_weight=7357.6383244991302 522.47763013839722 231.77299189567566 248.92212569713593 68.48826539516449 46.759600639343262 486.33536875247955 193.0998922586441 138.33837902545929 266.16768860816956
leaf_count=3791 265 95 90 34 40 239 57 79 90
internal_value=0 0.000140716 -0.00046596 -0.00125218 -0.00334863 0.000365778 0.000666561 0.00126652 0.00177226
internal_weight=0 2202.36 595.943 347.021 115.248 1606.42 1120.08 597.606 459.268
internal_count=4780 989 259 169 74 730 491 226 147
is_linear=0
shrinkage=0.06


Tree=1030
num_leaves=10
num_cat=0
split_feature=146 138 17 46 79 138 73 30 58
split_gain=0.0166609 0.0533727 0.164881 0.163251 0.1318 0.0979179 0.135767 0.091119 0.105477
threshold=0.0032328735105693345 0.00052132029668428015 0.00057154725072905432 0.0081988852471113222 0.00043393640953581786 0.0037758676335215573 0.027182282879948619 0.0014881226234138014 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3 -7 -5 -9
right_child=1 2 4 7 -6 6 -8 8 -10
leaf_value=-0.0001001188088711005 0.00025316696393115937 -0.00099197452305981016 0.0020050736181691895 -0.0013652012966616344 6.9458763281944592e-05 0.00083838325090687899 -0.0021280676656419838 -0.006962429067668063 -0.0020593036701392815
leaf_weight=3680.2173843383789 2785.9045000076294 446.38500928878784 135.42182433605194 111.64446687698364 1953.4516574144363 315.36169838905334 67.415704488754272 28.055760383605957 36.142261385917664
leaf_count=1968 1380 254 47 66 840 137 38 24 26
internal_value=0 6.26654e-05 -0.000108873 -0.00074035 0.000194945 -0.000388191 0.000315925 -0.00240091 -0.00420206
internal_weight=0 5879.78 3093.88 1005 2088.87 829.162 382.777 175.842 64.198
internal_count=4780 2812 1432 545 887 429 175 116 50
is_linear=0
shrinkage=0.06


Tree=1031
num_leaves=10
num_cat=0
split_feature=102 61 128 106 86 6 105 19 145
split_gain=0.0156513 0.107276 0.100137 0.0897361 0.0766617 0.0694246 0.094059 0.0880391 0.102535
threshold=0.00899649551138282 0.0016846025246195497 0.0084566329605877417 0.000490355829242617 0.0036604277556762104 0.00039601318712811922 0.00099512818269431613 0.017188700847327713 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -3 8 -8
right_child=1 4 -4 -5 -6 -7 7 -9 -10
leaf_value=-3.1546911064880255e-05 -0.00013662943388891699 0.00028208740365706566 -0.0013994302777354558 0.0023675784438475182 -0.0024420286008340298 0.00059349079467918423 0.00068199665584606608 -0.0038873290706190745 -0.0018681032836777973
leaf_weight=8178.9307752847672 71.89880633354187 327.53374409675598 45.494181513786316 181.69927942752838 47.735732436180115 435.68308162689209 98.399860262870789 38.480241417884827 134.14456450939178
leaf_count=4110 32 172 34 62 31 176 35 28 100
internal_value=0 0.000186826 0.0011926 0.0016576 -9.12014e-05 1.73017e-05 -0.000402099 -0.00122894 -0.000789043
internal_weight=0 1381.07 299.092 253.598 1081.98 1034.24 598.558 271.025 232.544
internal_count=4780 670 128 94 542 511 335 163 135
is_linear=0
shrinkage=0.06


Tree=1032
num_leaves=10
num_cat=0
split_feature=61 109 77 126 4 84 33 1 92
split_gain=0.0166654 0.0631304 0.102924 0.121577 0.0883669 0.0756312 0.0668668 0.104936 0.0903545
threshold=0.0037758676335215573 0.013032016810029747 0.0023699469165876512 0.00090704852482303988 0.00077738583786413084 0.0013986918493174019 0.0032328735105693345 0.0027679565828293566 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 -6 7 8 -2
right_child=1 2 3 -5 5 -7 -8 -9 -10
leaf_value=-5.1074944711698246e-05 0.00031704890638255902 -0.000108092907391117 -2.2580560005609339e-05 -0.00016146980024385509 0.0031975239137081164 0.00085727579823730797 -0.00055575406173365561 0.00098636736244710047 -0.00096130053330922046
leaf_weight=6752.9575175046921 495.49443066120148 451.2538275718689 67.222846269607544 160.25990200042725 155.98149907588959 72.971367239952087 670.55364573001862 400.61338114738464 332.69184970855713
leaf_count=3377 237 268 28 83 40 28 372 146 201
internal_value=0 0.000122872 0.000534477 0.00116975 0.00189007 0.00245165 -7.38314e-05 0.000189153 -0.000196479
internal_weight=0 2807.04 907.689 456.436 296.176 228.953 1899.35 1228.8 828.186
internal_count=4780 1403 447 179 96 68 956 584 438
is_linear=0
shrinkage=0.06


Tree=1033
num_leaves=10
num_cat=0
split_feature=104 141 10 17 59 23 126 104 127
split_gain=0.0158021 0.0359396 0.0419178 0.0545119 0.0512216 0.0440443 0.0601051 0.0353937 0.0339162
threshold=0.024810968898236755 0.0049928687512874612 0.028884131461381916 0.00040826165059115743 0.0012357163941487672 0.045367386192083366 0.0056525857653468856 0.037906534969806678 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -5 -6 -3
right_child=1 8 3 5 7 -7 -8 -9 -10
leaf_value=-2.0351829397713139e-05 0.0013229589910246592 -0.0021410923981470013 -0.0002883093430517387 -0.0030132929581014887 0.0025502933129050538 0.00061658333087507634 0.00066903523857714893 0.0006557221064281036 0.00049788560164080987
leaf_weight=8937.8691980838776 147.20815360546112 39.745660543441772 132.87914538383484 50.266570687294006 54.363956093788147 40.625363230705261 23.379800319671631 102.29254674911499 31.369872212409973
leaf_count=4415 62 34 94 43 17 20 20 58 17
internal_value=0 0.000292385 0.000456217 0.000140245 0.000578199 -0.000969418 -0.0018443 0.00131319 -0.000977009
internal_weight=0 622.131 551.016 403.807 289.536 114.272 73.6464 156.657 71.1155
internal_count=4780 365 314 252 169 83 63 75 51
is_linear=0
shrinkage=0.06


Tree=1034
num_leaves=10
num_cat=0
split_feature=117 92 122 37 140 10 67 73 128
split_gain=0.0160912 0.0374541 0.0505713 0.0349402 0.0505711 0.0485587 0.0317251 0.0294466 0.0704731
threshold=0.04673989117145539 0.0060143163427710542 0.000490355829242617 0.00044738779251929378 0.02636832278221846 0.0066005610860884198 0.00044738779251929378 0.0017376682371832433 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 7 4 5 -2 -5 8 -3
right_child=1 2 -4 6 -6 -7 -8 -9 -10
leaf_value=-2.1733086460148553e-05 -0.0011236945564897308 0.0016126334146444408 -0.00088894995368156979 0.00072287779615485973 -0.0024618525697808792 0.0013415364174851768 -0.00092790677621126902 0.0020055079072551956 -0.0012949596360066074
leaf_weight=8868.6940882205963 70.042971849441528 88.168237447738647 51.242702484130859 193.67846691608429 45.59061062335968 48.808293342590332 53.484253406524658 94.79646110534668 45.494181513786316
leaf_count=4405 55 41 34 87 39 27 31 27 34
internal_value=0 0.000278811 0.000814557 -8.52486e-05 -0.000762982 -0.000111306 0.00036566 0.00119665 0.000622987
internal_weight=0 691.306 279.702 411.605 164.442 118.851 247.163 228.459 133.662
internal_count=4780 375 136 239 121 82 118 102 75
is_linear=0
shrinkage=0.06


Tree=1035
num_leaves=10
num_cat=0
split_feature=70 77 94 43 8 15 108 20 23
split_gain=0.0168571 0.0534102 0.0520181 0.0380353 0.0673785 0.066722 0.0299271 0.0281262 0.0275153
threshold=0.017188700847327713 0.007706565549597145 0.00080172589514404546 0.00046126570669002836 0.0011261500185355546 0.0051502294372767219 0.0087224207818508166 0.0011615398107096555 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 -2 -5 -3
right_child=1 8 3 7 5 -7 -8 -9 -10
leaf_value=-2.2377610800441935e-05 0.0020483163044582183 0.00029186878337677651 0.00095362674346773861 -0.00086649272609696311 -0.003765396758379658 -0.00040573395157143902 0.00020800274936343458 0.00041087898314462142 0.0020425305699226215
leaf_weight=8860.9933036565781 61.281467080116272 53.29139518737793 37.021964073181152 85.143412947654724 43.252630591392517 41.890782356262207 66.150285363197327 228.8445965051651 82.130429148674011
leaf_count=4423 18 21 12 63 37 26 32 122 26
internal_value=0 0.000283671 2.65796e-05 -0.000284999 -0.00118327 -0.00211243 0.001093 6.4497e-05 0.00135361
internal_weight=0 699.007 563.585 436.153 122.165 85.1434 127.432 313.988 135.422
internal_count=4780 357 310 260 75 63 50 185 47
is_linear=0
shrinkage=0.06


Tree=1036
num_leaves=10
num_cat=0
split_feature=91 54 132 24 96 54 21 146 107
split_gain=0.0156319 0.0759887 0.0658118 0.0619901 0.0499434 0.0744563 0.0799709 0.064528 0.0561668
threshold=0.0095705352723598498 0.0084566329605877417 0.00038414125447161501 0.019431582652032379 0.011169348377734424 0.0014881226234138014 0.0012745757703669371 0.0079489401541650313 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 6 7 -6 -7
right_child=1 2 -4 -5 5 8 -8 -9 -10
leaf_value=7.0690541803455132e-06 0.0010020105180125628 7.3876981591173244e-06 -0.0031795928522264506 -0.00041055999627897909 0.00030099022024144851 -0.0028317779790355 0.0013552754992358039 -0.0029941269723450284 -0.00047767733122444791
leaf_weight=8611.986589550972 368.65309357643127 59.232774376869202 38.480241417884827 160.54918932914734 46.470313310623169 79.394891977310181 88.071808338165283 39.649231433868408 67.512133598327637
leaf_count=4269 158 31 28 98 25 63 36 29 43
internal_value=0 0.000289617 -0.00124767 0.000573465 -2.0325e-05 -0.000755045 8.40101e-05 -0.00121607 -0.00174993
internal_weight=0 626.915 97.713 529.202 8933.08 321.098 174.191 86.1195 146.907
internal_count=4780 315 59 256 4465 196 90 54 106
is_linear=0
shrinkage=0.06


Tree=1037
num_leaves=10
num_cat=0
split_feature=122 129 43 39 123 131 146 4 97
split_gain=0.015682 0.0319147 0.0381498 0.0341073 0.03288 0.0304757 0.124462 0.12106 0.0271415
threshold=0.0048403022810816774 0.00093549740267917525 0.0068083447404205808 0.0016846025246195497 0.0031340263085439806 0.13848232477903369 0.0051502294372767219 0.00017767510871635753 0.04273676127195359
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 3 4 -2 -3 8 7 -7 -1
right_child=1 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-2.2789214967320991e-05 0.0021043697502424515 3.9251052593019852e-05 -0.0013676027015684512 0.00015297487884992288 0.0015836760349410154 -0.00046415395590960595 0.0011967211526270197 -0.0052553590244737297 0.00063221439426156239
leaf_weight=8630.184602856636 64.981295347213745 313.90342104434967 58.256642580032349 64.005163550376892 58.943487048149109 45.204894185066223 57.870926141738892 32.731720447540283 233.91811370849609
leaf_count=4378 31 121 40 40 16 19 20 28 87
internal_value=0 0.000308044 6.03022e-05 0.00113606 0.00028341 -1.91705e-05 -0.000911169 -0.00247636 -5.50408e-06
internal_weight=0 560.09 431.104 128.986 372.847 8999.91 135.808 77.9366 8864.1
internal_count=4780 248 177 71 137 4532 67 47 4465
is_linear=0
shrinkage=0.06


Tree=1038
num_leaves=10
num_cat=0
split_feature=78 58 36 114 96 106 23 81 125
split_gain=0.0145155 0.047063 0.0809128 0.0728528 0.0438004 0.0250443 0.0810662 0.0971362 0.131542
threshold=0.12087306752800943 0.0011615398107096555 0.0026833302108570938 0.0028552538715302949 0.0010918468469753864 0.000490355829242617 0.0056525857653468856 0.0035485138650983576 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -3 6 -1 8 -8
right_child=1 4 -4 -5 -6 -7 7 -9 -10
leaf_value=2.2092845483244832e-05 0.0003241007051628944 0.002214246321622833 0.0010952050626235276 -0.0027995182518821857 9.6151615860585221e-05 2.5033455005381594e-05 0.00047803929840348609 -0.00039181024157535074 -0.0041714081939385255
leaf_weight=929.51453602313995 50.953415155410767 75.116489052772522 92.458481073379517 56.894794344902039 66.053856253623962 7963.3307853937149 32.635291337966919 226.41018736362457 66.632430911064148
leaf_count=446 19 20 25 29 27 4019 23 115 57
internal_value=0 0.000384139 -0.000207197 -0.00132375 0.00122319 -1.42295e-05 -0.000263326 -0.00107794 -0.00264285
internal_weight=0 341.477 200.307 107.848 141.17 9218.52 1255.19 325.678 99.2677
internal_count=4780 120 73 48 47 4660 641 195 80
is_linear=0
shrinkage=0.06


Tree=1039
num_leaves=10
num_cat=0
split_feature=35 87 121 77 104 77 127 98 143
split_gain=0.0155748 0.0739292 0.124893 0.0551095 0.0915457 0.100301 0.145194 0.140356 0.0647752
threshold=0.00073092587990686308 0.0092791137285530585 0.0013146653072908523 0.0026833302108570938 0.012636432424187662 0.016164712607860569 0.0011261500185355546 0.0044099434744566688 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 6 7 -5 -1
right_child=-2 2 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00031453222939885626 -3.7670959703850681e-05 -0.0043191512702513484 0.00026858338982078738 -0.0045090581346339878 0.001398996598067569 0.001167728585728682 0.00044460030922853765 -0.00032199404708165079 0.00062664653789253164
leaf_weight=346.4186018705368 7697.4997469186783 35.069700479507446 54.65324342250824 75.887921929359436 74.043928146362305 59.232774376869202 74.236786365509033 46.470313310623169 1096.4872500896454
leaf_count=257 3708 30 32 60 24 31 34 25 579
internal_value=0 0.00015569 -0.00152461 0.000240732 -0.000458922 -0.000996658 -0.00164877 -0.00291886 0.000400685
internal_weight=0 1862.5 89.7229 1772.78 329.872 255.828 196.595 122.358 1442.91
internal_count=4780 1072 62 1010 174 150 119 85 836
is_linear=0
shrinkage=0.06


Tree=1040
num_leaves=10
num_cat=0
split_feature=67 21 8 53 14 82 89 0 47
split_gain=0.0159281 0.0317287 0.0448078 0.0309605 0.0236735 0.0526458 0.139271 0.0751211 0.102956
threshold=0.0068083447404205808 0.00057154725072905432 0.0027679565828293566 0.00017767510871635753 0.0095705352723598498 0.0049928687512874612 0.0020292587578296666 0.015675474889576439 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 7 8 -6
right_child=1 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=1.0247032936696388e-05 -0.00070214995533693033 0.00088732241118012593 -0.00167848580218699 0.00097854449310156156 0.0010433705265592765 0.0010341092988329064 -0.0027552375868877157 -0.0014501114361741931 -0.0010363579171643062
leaf_weight=8469.936541557312 64.005163550376892 208.68247890472412 52.315263390541077 102.88296210765839 228.07316362857819 84.757696509361267 88.650382995605469 123.43079614639282 137.26581811904907
leaf_count=4236 40 90 30 29 82 43 66 81 83
internal_value=0 0.000357788 -0.00014633 0.000333962 -1.67642e-05 -0.000362266 -0.000567235 -0.000170387 0.000261971
internal_weight=0 427.886 219.203 166.888 9132.11 662.178 577.42 488.77 365.339
internal_count=4780 189 99 69 4591 355 312 246 165
is_linear=0
shrinkage=0.06


Tree=1041
num_leaves=10
num_cat=0
split_feature=39 76 47 8 63 28 68 40 76
split_gain=0.016026 0.172056 0.0960466 0.0734195 0.054538 0.0477428 0.0496462 0.0293189 0.0270599
threshold=0.028884131461381916 0.00017767510871635753 0.0066005610860884198 0.00244467705488205 0.0095705352723598498 0.0012357163941487672 0.0020292587578296666 0.022641776129603389 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 3 -3 -2 5 -5 -7 -6 -1
right_child=1 2 -4 4 7 6 -8 -9 -10
leaf_value=-9.085690888901998e-05 -0.00089877012655712775 -0.004442931557154764 -0.00019835377753393883 0.00052173578624185228 -0.0011825300198085122 0.0011431272989152984 0.0031137579575958945 0.00091334255339317193 0.00013198155893048429
leaf_weight=6112.9904704093933 82.32328736782074 38.480241417884827 38.287383198738098 117.98340320587158 49.977283358573914 98.20700204372406 86.613530993461609 46.27745509147644 2888.8602098226547
leaf_count=3041 36 28 18 37 28 25 20 15 1532
internal_value=0 0.000311979 -0.00232597 0.000732663 0.00106922 0.00146469 0.00206664 -0.000174874 -1.93439e-05
internal_weight=0 558.15 76.7676 481.382 399.059 302.804 184.821 96.2547 9001.85
internal_count=4780 207 46 161 125 82 45 43 4573
is_linear=0
shrinkage=0.06


Tree=1042
num_leaves=10
num_cat=0
split_feature=43 58 66 25 51 67 61 0 59
split_gain=0.0160179 0.0836158 0.0737178 0.143086 0.101576 0.101573 0.0856134 0.0737326 0.0677729
threshold=0.0011261500185355546 0.00244467705488205 0.0003614811430452392 0.0038949446752667431 0.0011261500185355546 0.00087947337306104611 0.0013146653072908523 0.0010918468469753864 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -4 7 -2 -9
right_child=1 -3 5 4 -6 -7 -8 8 -10
leaf_value=5.7384575608282973e-05 -0.00062308794907800621 5.7267378667735628e-05 0.00062381670312967635 -0.00052911859163685883 -0.0045505756580434013 -0.0024079886622846384 0.00025241139589042945 -0.0012789508197674196 -0.0051451613070530693
leaf_weight=6183.9605077505112 115.24786603450775 2605.5315467119217 236.35252285003662 34.876842260360718 64.294450879096985 47.832161545753479 206.53735709190369 33.8042813539505 31.562730431556702
leaf_count=2846 74 1506 94 20 55 36 98 24 27
internal_value=0 -0.000105112 -0.000654212 -0.00110284 -0.0031363 0.000113522 -0.000581958 -0.00153608 -0.00314577
internal_weight=0 3376.04 770.508 486.324 99.1713 284.185 387.152 180.615 65.367
internal_count=4780 1934 428 298 75 130 223 125 51
is_linear=0
shrinkage=0.06


Tree=1043
num_leaves=10
num_cat=0
split_feature=124 129 27 19 61 24 49 110 125
split_gain=0.0156468 0.0494177 0.0673266 0.106704 0.0657173 0.0812259 0.0649285 0.0513901 0.0718153
threshold=0.013860232196748258 0.013860232196748258 0.0015833032084628942 0.0019672545604407792 0.0048403022810816774 0.0022975050378590827 0.00017767510871635753 0.00044738779251929378 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 5 6 -4 8 -2
right_child=1 2 4 -5 -6 -7 -8 -9 -10
leaf_value=-3.4807287259754186e-05 -0.00035829549398514154 -0.0033874069463557138 -0.0011770370907904688 -0.00012520702586683437 0.0018485723154746242 -0.0022848334141629496 0.00086250528401644487 -1.5828563167700846e-05 0.0012068108302100244
leaf_weight=7929.5146633386612 141.84534907341003 58.256642580032349 82.32328736782074 94.892890214920044 65.76456892490387 57.087652564048767 177.02331936359406 540.89218306541443 412.39971041679382
leaf_count=4054 82 40 36 32 12 39 58 266 161
internal_value=0 0.000169278 -0.000303166 -0.00136612 0.000122765 -0.000235909 0.000215102 0.000400228 0.00080626
internal_weight=0 1630.49 535.348 153.15 382.199 316.434 259.347 1095.14 554.245
internal_count=4780 726 217 72 145 133 94 509 243
is_linear=0
shrinkage=0.06


Tree=1044
num_leaves=10
num_cat=0
split_feature=104 94 142 9 121 19 18 18 131
split_gain=0.0164056 0.0566672 0.0792823 0.0800298 0.0927042 0.08326 0.060427 0.0988103 0.0818115
threshold=0.00060774214216507982 0.0028552538715302949 0.055838862434029586 0.0015349716995842757 0.00039601318712811922 0.00096484774257987748 0.0081988852471113222 0.00075379351619631063 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7 -9
right_child=-2 -3 -4 4 -6 6 -8 8 -10
leaf_value=-0.00093646165012759019 -3.6795986250528412e-05 0.00049624458757259709 0.0021562560237439461 -0.0049623342926372388 -0.00025897075528446298 0.00059247695798946367 0.0017936479753960293 -0.0038771414490554328 1.3903909752542862e-05
leaf_weight=293.52476382255554 7841.4546957015991 900.59091365337372 48.615435123443604 28.055760383605957 32.635291337966919 250.57326126098633 86.613530993461609 37.407680511474609 40.528934121131897
leaf_count=197 3959 377 17 24 23 116 20 32 15
internal_value=0 0.000167894 -0.000193628 -0.00034212 -0.0024332 -0.000163033 0.000383842 1.21382e-05 -0.0018537
internal_weight=0 1718.55 817.955 769.339 60.6911 708.648 415.123 328.51 77.9366
internal_count=4780 821 444 427 47 380 183 163 47
is_linear=0
shrinkage=0.06


Tree=1045
num_leaves=10
num_cat=0
split_feature=24 117 119 121 61 115 102 122 149
split_gain=0.0161102 0.0527827 0.0581791 0.0414832 0.0503763 0.070779 0.0689937 0.0632806 0.0450852
threshold=0.00047558375808876013 0.019431582652032379 0.0015833032084628942 0.00017767510871635753 0.00075379351619631063 0.0011980500421486797 0.0028552538715302949 0.00066645268816500913 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 -5 -7 -1
right_child=-2 -3 -4 4 -6 7 -8 -9 -10
leaf_value=2.377092170623431e-05 -3.1439162361655128e-05 0.0011913234851511501 0.0020337567020833796 -4.6528330774529375e-05 -0.0016441182265345873 -0.0033417000180192141 0.0032217731409911262 0.00033497207104404007 0.0014442677730161031
leaf_weight=735.54678177833557 8220.6286994218826 166.88812565803528 50.953415155410767 82.709003806114197 113.10274422168732 35.069700479507446 32.346004009246826 32.44243311882019 90.313359260559082
leaf_count=344 4126 69 19 56 82 30 8 13 33
internal_value=0 0.000192963 5.08595e-05 -3.92276e-05 -0.000649089 -3.26561e-05 0.000872306 -0.0015749 0.000179112
internal_weight=0 1339.37 1172.48 1121.53 295.67 182.567 115.055 67.5121 825.86
internal_count=4780 654 585 566 189 107 64 43 377
is_linear=0
shrinkage=0.06


Tree=1046
num_leaves=10
num_cat=0
split_feature=7 19 115 72 60 70 64 133 89
split_gain=0.0152135 0.0535994 0.0810467 0.0794206 0.0792289 0.0484889 0.0435643 0.0407431 0.0683183
threshold=0.014293605927377941 0.011880517937242987 0.0033348383149132137 0.0084566329605877417 0.002945306478068233 0.0012357163941487672 0.00046126570669002836 0.0054799309000372895 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 8 -4
right_child=1 -3 4 -5 -6 6 -8 -9 -10
leaf_value=-2.102626487039515e-05 -1.3691682541020605e-05 0.0011836798214099786 -0.00080611758659928777 -0.0038800377680932533 -0.0016295512431622682 -0.0015949414531090192 0.0010228201235244589 0.0020170854572335475 0.0015672617914183095
leaf_weight=8875.1057722568512 40.625363230705261 173.51634931564331 80.178165555000305 36.142261385917664 66.246714472770691 56.894794344902039 38.287383198738098 97.134441137313843 95.869022011756897
leaf_count=4499 20 55 44 26 37 29 18 29 23
internal_value=0 0.000272466 -3.67193e-05 -0.00183397 0.000280739 0.000624286 -0.000541937 0.00103062 0.00048634
internal_weight=0 684.894 511.378 76.7676 434.611 368.364 95.1822 273.182 176.047
internal_count=4780 281 226 46 180 143 47 96 67
is_linear=0
shrinkage=0.06


Tree=1047
num_leaves=10
num_cat=0
split_feature=20 113 5 17 83 50 77 143 117
split_gain=0.0152325 0.0814284 0.106111 0.0904151 0.0910732 0.154594 0.132148 0.103752 0.117743
threshold=0.0014881226234138014 0.0070226341485977182 0.00066645268816500913 0.0018488886416889729 0.013032016810029747 0.0053125319536775359 0.0026833302108570938 0.0049928687512874612 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 7 -7 -6 -9
right_child=1 2 -4 -5 5 6 -8 8 -10
leaf_value=5.111734920382208e-05 -0.00024077475866336837 0.0015962406056168913 -0.00012147320317112099 0.00010987811777728907 -0.0011446506342302648 0.00056022655313341953 -0.0030004652134330433 -0.0020387797942151113 -0.0060463050866631654
leaf_weight=6568.040555357933 804.51719272136688 213.06915163993835 329.96815323829651 1208.0589692592621 107.06493592262268 174.0949239730835 47.832161545753479 60.594622611999512 46.759600639343262
leaf_count=3327 403 79 179 522 67 85 36 42 40
internal_value=0 -0.000112214 0.000552499 -0.000259611 -0.000619333 -0.0013173 -0.000207213 -0.00246626 -0.00378431
internal_weight=0 2991.96 543.037 2448.92 1240.86 436.346 221.927 214.419 107.354
internal_count=4780 1453 258 1195 673 270 121 149 82
is_linear=0
shrinkage=0.06


Tree=1048
num_leaves=10
num_cat=0
split_feature=137 95 87 147 115 102 40 46 138
split_gain=0.0141778 0.0518492 0.0992557 0.0966529 0.0823849 0.0839487 0.079968 0.0729249 0.0700153
threshold=0.0013560238294303419 0.0058306583669036635 0.0026833302108570938 0.0027679565828293566 0.00017767510871635753 0.0036604277556762104 0.0011980500421486797 0.0045489775948226461 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 -4 -5 -8
right_child=1 3 6 7 5 -7 8 -9 -10
leaf_value=-3.4882196860872658e-05 0.00023663500510944687 0.0014125113809779646 0.00045236107417289539 0.0031023790545503479 -0.0036331354753416359 0.00019005422161920849 -0.0025181344968431955 0.0006311182786553095 8.8480406323233109e-05
leaf_weight=7785.6206215620041 1192.0788254737854 59.039916157722473 86.902818322181702 82.034000039100647 37.311251401901245 46.373884201049805 128.10675621032715 90.313359260559082 52.218834280967712
leaf_count=3985 528 21 35 21 27 20 85 33 25
internal_value=0 0.000153056 2.34997e-06 0.000851075 -0.000303722 -0.00151453 -0.00104277 0.00180739 -0.00176331
internal_weight=0 1774.38 1459.31 315.072 142.725 83.6851 267.228 172.347 180.326
internal_count=4780 795 673 122 68 47 145 54 110
is_linear=0
shrinkage=0.06


Tree=1049
num_leaves=10
num_cat=0
split_feature=99 146 58 148 144 104 115 144 37
split_gain=0.01581 0.035907 0.0813372 0.124514 0.0706948 0.116431 0.082881 0.109132 0.0807344
threshold=0.00017767510871635753 0.0012745757703669371 0.0045489775948226461 0.027182282879948619 0.016668972559273246 0.00060774214216507982 0.0014427106943912806 0.0038949446752667431 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 -7 -8 -2
right_child=1 -3 -4 -5 -6 6 7 -9 -10
leaf_value=0.00014894786625365688 -0.0018511685214578173 6.2798629412035835e-06 0.00036826714782117693 0.0014866957353150887 0.00024845777781516557 -0.0011343845754266328 -0.0022646536558891279 -0.0060490073079347562 0.0010808744510729701
leaf_weight=2022.6758335828781 60.594622611999512 6701.4492090940475 305.90150845050812 70.53695809841156 93.820329308509827 100.24385404586792 88.553953886032104 39.745660543441772 76.478337287902832
leaf_count=1091 42 3210 183 21 36 71 61 34 31
internal_value=0 -3.99708e-05 -0.000410776 -0.000860441 -0.00122079 -0.00159782 -0.00242703 -0.003437 -0.000215268
internal_weight=0 7537.32 835.875 529.974 459.437 365.616 228.543 128.3 137.073
internal_count=4780 3689 479 296 275 239 166 95 73
is_linear=0
shrinkage=0.06


Tree=1050
num_leaves=10
num_cat=0
split_feature=142 17 72 1 34 0 79 9 125
split_gain=0.0158846 0.0602554 0.0750548 0.0966588 0.0996576 0.0686145 0.0809107 0.118856 0.090668
threshold=0.021960759535431865 0.00040826165059115743 0.0062037324532866487 0.0053125319536775359 0.010180860292166473 0.001792412775103003 0.00068727668258361529 0.0016846025246195497 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -3 8 -8
right_child=1 5 -4 -5 -6 -7 7 -9 -10
leaf_value=-2.8141843504747465e-05 -0.0012677339067299921 -0.00075703900746853917 0.0022178227070742034 0.0024063936962024912 0.0018073432434366971 -0.00055102592862213699 -0.0014218891847164049 0.0032920954047486726 0.0016795278445106247
leaf_weight=8442.2546569108963 131.71015536785126 104.63052678108215 103.9555230140686 59.039916157722473 53.29139518737793 457.9903210401535 62.643315315246582 70.440528988838196 74.043928146362305
leaf_count=4291 93 60 25 21 21 200 29 16 24
internal_value=0 0.000212553 0.000867739 0.000292638 -0.00038193 -8.36507e-05 0.00060295 0.00128995 0.000258159
internal_weight=0 1117.75 347.997 244.041 185.002 769.749 311.758 207.128 136.687
internal_count=4780 489 160 135 114 329 129 69 53
is_linear=0
shrinkage=0.06


Tree=1051
num_leaves=10
num_cat=0
split_feature=117 52 80 26 17 34 106 103 8
split_gain=0.0146428 0.111681 0.0909444 0.118407 0.0759489 0.0759254 0.0854008 0.105975 0.0762395
threshold=0.016668972559273246 0.0042751494329422721 0.011880517937242987 0.00017767510871635753 0.0070226341485977182 0.021960759535431865 0.00080172589514404546 0.0015833032084628942 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 -3 8 -8
right_child=1 2 3 -5 -6 -7 7 -9 -10
leaf_value=-3.9852556469957072e-05 0.00050785808601294311 0.0010850081854609963 0.0012600131439237216 -0.00089807954281421294 -0.0021206372221513692 0.0011459780263372518 -0.0014217557201340986 0.0008154591780577151 -0.0042690282679260227
leaf_weight=7422.1611557006836 1238.6337271928787 62.546886205673218 215.50356078147888 159.09091198444366 132.78271627426147 83.395848274230957 142.32749462127686 59.136345267295837 44.421620607376099
leaf_count=3679 617 24 86 82 89 32 107 26 38
internal_value=0 0.00013836 -0.000370614 0.000343467 -0.000880498 -0.00046024 -0.00089454 -0.00139809 -0.00209903
internal_weight=0 2137.84 899.205 374.594 524.611 391.828 308.432 245.885 186.749
internal_count=4780 1101 484 168 316 227 195 171 145
is_linear=0
shrinkage=0.06


Tree=1052
num_leaves=10
num_cat=0
split_feature=109 51 67 34 148 107 36 29 14
split_gain=0.014511 0.0413625 0.0682759 0.0846917 0.0907527 0.0687883 0.0464465 0.0414504 0.0442187
threshold=0.00066645268816500913 0.0013560238294303419 0.0036604277556762104 0.0046923852059990176 0.0038949446752667431 0.00017767510871635753 0.013439828064292671 0.0068083447404205808 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 7 8 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.00031924559816889946 -2.1886789677674678e-05 0.00060487060582103752 0.00095326384066261741 0.0013586159532122959 -0.0052403455768537562 -0.0030803766819278806 -0.00077841321850463197 0.0024509117832319845 0.00098116586580310867
leaf_weight=138.72409546375275 8789.4802137613297 39.45637321472168 76.381908178329468 32.44243311882019 25.717780351638794 33.900710463523865 84.661267399787903 46.373884201049805 292.8616007566452
leaf_count=99 4411 19 26 13 22 29 38 20 103
internal_value=0 0.000249667 -0.000473509 -0.00130214 -0.00217342 -0.0010982 0.000516894 0.000746333 0.000563176
internal_weight=0 770.52 207.899 131.517 99.0749 73.3571 562.621 477.96 431.586
internal_count=4780 369 109 83 70 48 260 222 202
is_linear=0
shrinkage=0.06


Tree=1053
num_leaves=10
num_cat=0
split_feature=14 145 99 117 138 29 129 106 82
split_gain=0.014683 0.0788327 0.114702 0.122535 0.0930374 0.200104 0.135412 0.120453 0.125921
threshold=0.0013560238294303419 0.0016331639490090313 0.017188700847327713 0.0019672545604407792 0.00044738779251929378 0.011519505176693203 0.0018488886416889729 0.0026012937305495147 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 7 -2 -9
right_child=1 2 3 -5 -6 -7 -8 8 -10
leaf_value=-7.0801172321835175e-05 -0.00035550897082114308 -1.1560352208674041e-05 0.00062891813788848233 -0.0023971853788822967 7.0226398303492769e-05 -0.0020949744065043782 0.0025805316780369734 0.003029270432864863 -0.00037924729072913395
leaf_weight=5014.1297181844711 198.54728519916534 2474.8330452442169 70.633387207984924 151.48655652999878 1209.0351010560989 68.681123614311218 202.25895416736603 109.89690220355988 60.498193502426147
leaf_count=2637 101 1227 26 105 513 44 55 35 37
internal_value=0 7.80942e-05 -0.000128786 -0.00143489 0.000379863 0.00096491 0.00133283 0.000648823 0.00181909
internal_weight=0 4545.87 2696.95 222.12 1848.92 639.882 571.201 368.942 170.395
internal_count=4780 2143 1358 131 785 272 228 173 72
is_linear=0
shrinkage=0.06


Tree=1054
num_leaves=10
num_cat=0
split_feature=142 60 144 94 4 56 30 128 138
split_gain=0.0146876 0.0912751 0.09374 0.0937489 0.0705679 0.0670243 0.0816811 0.0966604 0.0892601
threshold=0.021960759535431865 0.00085274505545385193 0.00052132029668428015 0.0028552538715302949 0.0021592099219560628 0.00042089859198313212 0.0037758676335215573 0.00080172589514404546 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 8 -3
right_child=1 5 3 -5 -6 -7 -8 -9 -10
leaf_value=-2.7060802021248152e-05 0.0010603159295997837 -0.0017520647182647266 0.0022354849903850299 -0.00035484243591190658 -0.0011246361635394789 0.00032408383924308607 0.0010513560219592728 -0.0037462276713857937 0.00093175119480382442
leaf_weight=8442.2546569108963 99.665279388427734 124.69621527194977 198.94484233856201 67.319275379180908 114.17530512809753 332.02868664264679 61.281467080116272 50.170141577720642 69.464397192001343
leaf_count=4291 41 87 62 33 78 107 18 38 25
internal_value=0 0.000204388 0.000829239 0.00158058 -0.000106289 -0.000266086 -0.000907269 -0.00139852 -0.000791882
internal_weight=0 1117.75 480.105 266.264 213.841 637.641 305.612 244.331 194.161
internal_count=4780 489 214 95 119 275 168 150 112
is_linear=0
shrinkage=0.06


Tree=1055
num_leaves=10
num_cat=0
split_feature=94 20 150 85 50 1 91 131 50
split_gain=0.0146878 0.0666569 0.153606 0.126189 0.115316 0.0973415 0.126349 0.0837336 0.0800605
threshold=0.0054799309000372895 0.00043393640953581786 0.0060143163427710542 0.0016331639490090313 0.0013986918493174019 0.0098710241727530974 0.0018488886416889729 0.0037758676335215573 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -4 -5
right_child=1 2 7 8 5 6 -8 -9 -10
leaf_value=-4.5335054669789324e-05 -0.00022279627131456488 -0.0015052094034694399 -0.00026856191501477858 0.00052409196778604344 0.0016879776068497645 0.0013960784191738517 -0.0021195409974577957 -0.002787693233253505 -0.0010766287801208341
leaf_weight=6970.0039440393448 1134.38891685009 55.918662548065186 147.59387004375458 274.54347693920135 563.89810764789581 91.482349276542664 61.570754408836365 70.042971849441528 190.557213306427
leaf_count=3543 577 38 82 107 207 34 33 55 104
internal_value=0 0.000122002 0.000390712 0.000649143 0.00111907 0.00132375 -1.81976e-05 -0.0010793 -0.000131742
internal_weight=0 2590 1455.61 1237.97 772.87 716.951 153.053 217.637 465.101
internal_count=4780 1237 660 523 312 274 67 137 211
is_linear=0
shrinkage=0.06


Tree=1056
num_leaves=10
num_cat=0
split_feature=70 12 31 72 25 51 79 70 140
split_gain=0.0152705 0.0329113 0.0420186 0.0399242 0.0399048 0.0234493 0.0344609 0.0232362 0.0928193
threshold=0.017188700847327713 0.0053125319536775359 0.02636832278221846 0.015675474889576439 0.011519505176693203 0.0068083447404205808 0.012636432424187662 0.013032016810029747 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 4 -3 5 6 -2 -1 -9
right_child=1 3 -4 -5 -6 -7 -8 8 -10
leaf_value=-8.4886622588121248e-06 5.4273495164748858e-05 -0.0024288045136876138 0.0022650706104563145 0.00019393568577812459 0.0017381404147403451 0.00071526743037527427 -0.001825403514112006 0.0015578438755578037 -0.0017112410580331628
leaf_weight=8709.6031762361526 306.87764024734497 33.900710463523865 41.697924137115479 54.460385203361511 61.281467080116272 161.13960468769073 39.649231433868408 44.132333278656006 107.25779414176941
leaf_count=4323 174 29 16 22 18 69 29 23 77
internal_value=0 0.000269991 0.000426601 -0.000812308 0.00029186 0.000117277 -0.000160797 -2.12985e-05 -0.000758257
internal_weight=0 699.007 610.646 88.3611 568.948 507.666 346.527 8860.99 151.39
internal_count=4780 357 306 51 290 272 203 4423 100
is_linear=0
shrinkage=0.06


Tree=1057
num_leaves=10
num_cat=0
split_feature=76 11 95 54 148 20 146 54 101
split_gain=0.0148493 0.0298023 0.0224444 0.019124 0.0780938 0.0791214 0.0932154 0.0784229 0.0959344
threshold=0.004017772153019906 0.016668972559273246 0.0049928687512874612 0.011880517937242987 0.0034400182776153092 0.0011615398107096555 0.0032328735105693345 0.024810968898236755 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 -7 8 -6
right_child=1 -3 -4 4 7 6 -8 -9 -10
leaf_value=2.1450645904862601e-05 -9.1269491144725282e-05 0.0019230122236555487 0.0012810109502945082 -0.00031812318790631108 -0.00011179392959767754 0.00013398780653589438 0.0026483986477800528 2.4608764423800577e-05 -0.0019102561451297406
leaf_weight=7931.4060199260712 216.94999742507935 40.625363230705261 53.484253406524658 257.28607332706451 188.21923327445984 120.61067056655884 94.79646110534668 409.85703146457672 246.76516318321228
leaf_count=3854 161 20 31 166 102 54 27 208 157
internal_value=0 0.000407755 0.000180129 -1.37136e-05 -0.000225398 0.000392158 0.00124053 -0.000570924 -0.00113206
internal_weight=0 311.06 270.434 9248.94 1317.53 472.693 215.407 844.841 434.984
internal_count=4780 212 192 4568 714 247 81 467 259
is_linear=0
shrinkage=0.06


Tree=1058
num_leaves=10
num_cat=0
split_feature=122 96 131 1 37 129 51 145 51
split_gain=0.0156138 0.0255349 0.0413358 0.0363989 0.0656182 0.0292064 0.0285521 0.0274075 0.0268166
threshold=0.0048403022810816774 0.0005375427135732026 0.0011261500185355546 0.0010585968848317864 0.00099512818269431613 0.02636832278221846 0.00096484774257987748 0.0045489775948226461 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 -4 7 -3 8 -5
right_child=1 2 3 5 -6 -7 -8 -9 -10
leaf_value=-1.9128717771399012e-05 -0.0007098942126123576 0.0024475689557056745 0.00032330284143648768 -0.0013792565952273242 -0.0027686085091690321 0.0016001130222731523 0.00024451661673925842 0.0013810645798091553 0.00032550249605569747
leaf_weight=8999.9102573394775 76.671195507049561 56.70193612575531 73.164225459098816 47.832161545753479 37.311251401901245 72.682079911231995 33.8042813539505 53.194966077804565 108.72791218757629
leaf_count=4532 41 19 38 36 27 13 24 16 34
internal_value=0 0.000307373 0.000468714 0.000202431 -0.000720939 0.000563607 0.00162472 0.000204448 -0.000195335
internal_weight=0 560.09 483.419 392.913 110.475 282.437 90.5062 209.755 156.56
internal_count=4780 248 207 164 65 99 43 86 70
is_linear=0
shrinkage=0.06


Tree=1059
num_leaves=10
num_cat=0
split_feature=5 44 95 65 54 60 133 136 69
split_gain=0.0154357 0.0452549 0.0337695 0.0266403 0.0248525 0.0204828 0.0192585 0.0774033 0.0867985
threshold=0.033603202551603324 0.0028552538715302949 0.0027679565828293566 0.0014881226234138014 0.024810968898236755 0.0022272822679951791 0.0054799309000372895 0.00057154725072905432 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 4 5 -2 -3 7 8 -1
right_child=1 3 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.00011996923098287804 0.00015452660881274169 0.00065163407994252537 0.0023989587392361346 -0.0017466125788286632 0.001874842406793377 -0.0010583648579658262 8.1897625160631926e-05 0.00035586297695256721 -0.0010374123216233316
leaf_weight=3606.0888677835464 130.34830713272095 73.164225459098816 45.204894185066223 39.745660543441772 39.359944105148315 38.480241417884827 4084.867243885994 1088.8947353363037 413.84614706039429
leaf_count=1880 82 38 19 34 14 28 1906 543 236
internal_value=0 0.000381953 0.000941686 -0.000412643 0.000553514 6.22527e-05 -1.52181e-05 -9.28689e-05 -0.000214419
internal_weight=0 366.303 214.913 151.39 169.708 111.644 9193.7 5108.83 4019.94
internal_count=4780 215 115 100 96 66 4565 2659 2116
is_linear=0
shrinkage=0.06


Tree=1060
num_leaves=10
num_cat=0
split_feature=35 148 129 92 69 29 97 46 23
split_gain=0.0154618 0.0493394 0.0498344 0.112245 0.125386 0.125641 0.0950478 0.0851091 0.0589109
threshold=0.00073092587990686308 0.032603342086076743 0.0011261500185355546 0.00017767510871635753 0.0011261500185355546 0.0032328735105693345 0.00064626874518580746 0.00087947337306104611 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 -1 -8 -6
right_child=-2 -3 3 4 8 -7 7 -9 -10
leaf_value=0.00010014042446705001 -3.7534083422572896e-05 0.001430996062604883 -0.0034417896292794313 0.0003578988133874848 -0.00035607590076890588 -0.0033769411590782437 0.0039759920937590797 0.00063355789514196455 0.0015684571527489932
leaf_weight=1239.7671951055527 7697.4997469186783 103.07582032680511 41.987211465835571 60.305335283279419 106.58279037475586 70.139400959014893 43.939475059509277 72.971367239952087 123.73192417621613
leaf_count=795 3708 39 31 27 42 60 13 28 37
internal_value=0 0.000155124 8.03771e-05 -0.000505697 -0.000163978 -0.0016503 0.000254361 0.00188977 0.000677841
internal_weight=0 1862.5 1759.42 402.747 360.759 130.445 1356.68 116.911 230.315
internal_count=4780 1072 1033 197 166 87 836 41 79
is_linear=0
shrinkage=0.06


Tree=1061
num_leaves=10
num_cat=0
split_feature=93 44 34 124 150 112 109 40 36
split_gain=0.0151903 0.0361263 0.0435094 0.030584 0.0469673 0.0457331 0.043368 0.0381393 0.0368746
threshold=0.016668972559273246 0.032603342086076743 0.0041444667149335155 0.002945306478068233 0.0053125319536775359 0.12767273932695392 0.00747153488919139 0.0056525857653468856 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 8 -6 -5
right_child=1 2 -4 6 7 -7 -8 -9 -10
leaf_value=-2.613402777188427e-05 -0.00096774681517767245 0.0027029295877666823 0.00041797687558825665 0.0017632914640926328 0.00075688168209610729 0.00084073083868194674 -0.00055581397931481744 -0.0010760145078279105 2.0140234280441371e-05
leaf_weight=8540.2924821376801 274.03764998912811 42.86691415309906 99.954566717147827 116.91084229946136 224.26506555080414 61.667183518409729 80.274594664573669 49.977283358573914 69.753684520721436
leaf_count=4188 200 17 56 41 123 38 49 28 40
internal_value=0 0.000218879 0.00110379 7.475e-05 -0.000159666 -0.000635539 0.000610383 0.000422859 0.0011119
internal_weight=0 1019.71 142.821 876.886 609.947 335.705 266.939 274.242 186.665
internal_count=4780 592 73 519 389 238 130 151 81
is_linear=0
shrinkage=0.06


Tree=1062
num_leaves=10
num_cat=0
split_feature=124 17 97 82 66 85 114 129 60
split_gain=0.014306 0.0455093 0.0532979 0.0531212 0.0696346 0.0570828 0.073671 0.0724135 0.0709718
threshold=0.013860232196748258 0.0016331639490090313 0.0036604277556762104 0.0034400182776153092 0.00017767510871635753 0.015200819820165636 0.029773407615721229 0.013860232196748258 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 -2 -8
right_child=1 2 -4 -5 -6 -7 8 -9 -10
leaf_value=-3.3282541912177957e-05 0.0013377901052548287 5.533521977903751e-05 -0.0013432410809458327 0.001267067123163083 -0.00098229634379681254 -0.0005808851843938053 -0.0024147805206157086 -0.00059112484816083101 0.00060152575414944255
leaf_weight=7929.5146633386612 406.36190211772919 377.8121554851532 132.49342894554138 198.16156876087189 153.53524923324585 162.59788203239441 48.904722452163696 84.661267399787903 65.957427144050598
leaf_count=4054 146 156 74 81 92 85 32 38 22
internal_value=0 0.000161862 -0.000307785 0.000375813 0.000184264 0.000417331 0.000685216 0.00100521 -0.000682723
internal_weight=0 1630.49 510.306 1120.18 922.018 768.483 605.885 491.023 114.862
internal_count=4780 726 230 496 415 323 238 184 54
is_linear=0
shrinkage=0.06


Tree=1063
num_leaves=10
num_cat=0
split_feature=4 104 67 60 15 101 42 129 18
split_gain=0.0148495 0.0681494 0.112906 0.060981 0.0897868 0.0753591 0.0653949 0.160903 0.0921827
threshold=0.0010585968848317864 0.00017767510871635753 0.0014427106943912806 0.0070226341485977182 0.0022975050378590827 0.0026012937305495147 0.0035485138650983576 0.019431582652032379 0.0081988852471113222
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 8 -6
right_child=1 3 -4 4 6 -7 -8 -9 -10
leaf_value=-7.1836745342944395e-05 -0.0019148538793453487 2.9491894853729188e-05 0.00068618243017821588 0.0031937483339948129 -0.0022936222099863646 0.00080070144804087493 0.00090155433484992518 0.0012893132631357543 0.0011286689444696873
leaf_weight=4971.7567902803421 151.48655652999878 3573.766545176506 99.56885027885437 76.285479068756104 135.12069630622864 124.99734330177307 271.03650689125061 120.12852501869202 35.852974057197571
leaf_count=2586 105 1754 36 21 91 43 104 29 11
internal_value=0 7.78413e-05 -0.00088328 0.000133475 0.000620247 0.00170766 0.000230882 -0.000393561 -0.00157597
internal_weight=0 4588.24 251.055 4337.19 763.422 201.283 562.139 291.102 170.974
internal_count=4780 2194 141 2053 299 64 235 131 102
is_linear=0
shrinkage=0.06


Tree=1064
num_leaves=10
num_cat=0
split_feature=104 7 129 119 100 43 104 14 133
split_gain=0.0149465 0.0356728 0.0642027 0.0423977 0.0577765 0.0301609 0.0248004 0.0247092 0.0709876
threshold=0.024810968898236755 0.002945306478068233 0.0044099434744566688 0.00017767510871635753 0.0011980500421486797 0.0038949446752667431 0.037906534969806678 0.0013560238294303419 0.044033329933881767
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 6 -6 8 -1
right_child=1 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00015895762585132515 0.0011155085979001908 0.0010923681760947853 -0.0025852834900658246 0.00084479120715079447 -0.0031914458671993473 -0.00011020687916158989 -0.0010134691806484547 8.135294160835226e-05 0.0012654138157224672
leaf_weight=4400.856583237648 69.657255411148071 149.44970452785492 31.562730431556702 205.85051262378693 28.055760383605957 80.371023774147034 57.184081673622131 4407.3393114805222 129.6733033657074
leaf_count=2314 35 59 27 122 24 54 44 2054 47
internal_value=0 0.00028436 2.88888e-05 0.000215937 -0.000334286 -0.000944082 -0.00173033 -1.97932e-05 -0.000118189
internal_weight=0 622.131 472.681 441.119 235.268 165.611 85.2398 8937.87 4530.53
internal_count=4780 365 306 279 157 122 68 4415 2361
is_linear=0
shrinkage=0.06


Tree=1065
num_leaves=10
num_cat=0
split_feature=55 68 117 20 42 6 40 28 98
split_gain=0.0142863 0.0342016 0.0518659 0.0509654 0.0870387 0.0774058 0.0442705 0.0342841 0.0334519
threshold=0.0015349716995842757 0.0058306583669036635 0.0012357163941487672 0.00070876078098081063 0.00017767510871635753 0.0010918468469753864 0.0011980500421486797 0.00075379351619631063 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -5 -3 -4
right_child=1 7 8 6 5 -7 -8 -9 -10
leaf_value=-2.2939396330483679e-05 0.00023054371748083846 -0.0019894411488532264 0.0011735484282593008 0.0016830148672047646 -0.0049811492168117324 -0.0008073870848718073 -0.00043381929829806859 3.9483366647996304e-06 -9.9662510700568852e-05
leaf_weight=8708.2176465988159 97.327299356460571 44.421620607376099 300.46595621109009 72.778509020805359 28.055760383605957 37.214822292327881 69.560826301574707 103.26867854595184 98.689147591590881
leaf_count=4430 39 38 80 18 24 22 30 49 50
internal_value=0 0.000234521 0.000408651 -0.000180522 -0.000906276 -0.00260143 0.000648524 -0.000595614 0.000858753
internal_weight=0 851.783 704.092 304.937 162.598 65.2706 142.339 147.69 399.155
internal_count=4780 350 263 133 85 46 48 87 130
is_linear=0
shrinkage=0.06


Tree=1066
num_leaves=10
num_cat=0
split_feature=112 89 39 115 19 127 9 20 91
split_gain=0.0152994 0.0238749 0.0401131 0.0341113 0.0321836 0.0347028 0.0282998 0.0213246 0.0211387
threshold=0.0062037324532866487 0.0030382014811038975 0.0063990866765379914 0.0054799309000372895 0.0063990866765379914 0.00017767510871635753 0.0015349716995842757 0.0026833302108570938 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 6 -6 7 -2 -1
right_child=1 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-4.3921130058132926e-05 -0.00021970235345684504 0.0016396967961693322 -0.0014741894963864258 -0.0013962934995450644 9.0528385839452157e-08 0.0020902347027394867 0.0020611056397251328 0.0010272242595023068 0.00032773609529105648
leaf_weight=8379.2493065595627 250.85070788860321 44.035904169082642 47.735732436180115 37.407680511474609 45.301323294639587 77.550898194313049 26.693912148475647 61.474325299263 589.70047640800476
leaf_count=4124 190 18 31 32 24 27 13 28 293
internal_value=0 0.000295677 0.00018748 0.000346352 0.000487491 0.0013195 0.000185991 2.57278e-05 -1.9485e-05
internal_weight=0 591.05 547.015 499.279 461.871 122.852 339.019 312.325 8968.95
internal_count=4780 363 345 314 282 51 231 218 4417
is_linear=0
shrinkage=0.06


Tree=1067
num_leaves=10
num_cat=0
split_feature=50 46 1 54 81 8 80 140 83
split_gain=0.0148007 0.0764248 0.065373 0.111295 0.102587 0.167135 0.126111 0.184255 0.0939284
threshold=0.0053125319536775359 0.040252277627587325 0.0010585968848317864 0.0005893622583243997 0.010180860292166473 0.014293605927377941 0.0062037324532866487 0.013860232196748258 0.023343417793512348
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -8 -9
right_child=-2 -3 3 4 -6 -7 7 8 -10
leaf_value=4.7153959159054509e-05 8.5224853585296666e-05 0.00076747119843179501 0.00050430200067378078 -0.000465135199836685 0.00013098204854670428 -0.0048120434326449106 -0.0049261473349267284 0.00046157155202911971 -0.0024440189706614757
leaf_weight=3062.6776871681213 4150.7773082256317 369.53279626369476 395.84099197387695 860.3394261598587 462.4734228849411 38.576670527458191 59.522061705589294 78.719888210296631 81.540013790130615
leaf_count=1543 2164 144 137 436 194 33 46 28 55
internal_value=0 -6.53975e-05 -0.000126467 -0.000395431 -0.000620676 -0.000931415 -0.000792817 -0.00207553 -0.00101679
internal_weight=0 5409.22 5039.69 1977.01 1581.17 1118.7 1080.12 219.782 160.26
internal_count=4780 2616 2472 929 792 598 565 129 83
is_linear=0
shrinkage=0.06


Tree=1068
num_leaves=10
num_cat=0
split_feature=31 24 32 14 45 23 83 52 60
split_gain=0.0147198 0.0609602 0.0590924 0.0388622 0.0238963 0.0451563 0.0751975 0.0580484 0.084342
threshold=0.079227816313505187 0.0015833032084628942 0.00055427959887310873 0.0011980500421486797 0.000490355829242617 0.030689206905663017 0.0046923852059990176 0.016164712607860569 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 6 -1 8 -8
right_child=1 3 -4 -5 -6 -7 7 -9 -10
leaf_value=0.00041245910746186959 -0.0024749979862303045 0.0016266972876628567 0.00021017947369546936 6.1868556498951736e-05 -5.3205350841844444e-05 0.0017843114538005837 -0.00065655814344875365 0.00099681696424277046 -0.0039075320968966704
leaf_weight=899.71121096611023 43.059772372245789 134.05997610092163 93.723900198936462 99.56885027885437 7947.0495135784149 63.812305331230164 188.3156623840332 56.798365235328674 33.900710463523865
leaf_count=391 27 36 31 36 4069 30 107 24 29
internal_value=0 0.000370833 -0.00063512 0.000959792 -1.49475e-05 0.000229743 0.000145584 -0.000714983 -0.00115252
internal_weight=0 370.412 136.784 233.629 9189.59 1242.54 1178.73 279.015 222.216
internal_count=4780 130 58 72 4650 581 551 160 136
is_linear=0
shrinkage=0.06


Tree=1069
num_leaves=10
num_cat=0
split_feature=122 7 46 52 130 18 142 32 23
split_gain=0.0149616 0.0260248 0.0418252 0.0551689 0.0555029 0.0318719 0.0262198 0.0218287 0.0202225
threshold=0.0048403022810816774 0.00082683752407319855 0.0095705352723598498 0.0017376682371832433 0.0005893622583243997 0.00043393640953581786 0.0062037324532866487 0.00068727668258361529 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 5 -5 8 -4 -2
right_child=1 2 7 4 -6 -7 -8 -9 -10
leaf_value=-1.8724967479648132e-05 -0.001067030324469374 0.000557875962134419 -0.00025202656075146325 -0.00093214792803648179 0.00042397465783919011 -0.0034698334065892738 0.0017353728312289175 0.0010910410680775428 0.00086173410875217433
leaf_weight=8999.9102573394775 29.224750399589539 85.637399196624756 64.788437128067017 30.297311305999756 37.021964073181152 43.252630591392517 77.647327303886414 132.98741519451141 59.232774376869202
leaf_count=4532 25 29 21 21 12 37 32 40 31
internal_value=0 0.000300886 3.5323e-05 -0.000585342 -0.00147076 -0.00242449 0.000930775 0.000651072 0.000224506
internal_weight=0 560.09 393.985 196.209 110.572 73.5499 166.105 197.776 88.4575
internal_count=4780 248 160 99 70 58 88 61 56
is_linear=0
shrinkage=0.06


Tree=1070
num_leaves=10
num_cat=0
split_feature=32 24 130 128 98 52 145 100 19
split_gain=0.0149083 0.0764715 0.0364582 0.066406 0.0174186 0.0559778 0.0845485 0.0720858 0.0826627
threshold=0.013860232196748258 0.0010263677686452868 0.00052132029668428015 0.00046126570669002836 0.00043393640953581786 0.00047558375808876013 0.015675474889576439 0.0058306583669036635 0.02129978779703379
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 -1 8 -7
right_child=1 2 -4 -5 -6 7 -8 -9 -10
leaf_value=0.00059813035640642683 0.0011582477812871201 -0.0006888974730497843 -0.00029961834437938539 -0.0044847234635713596 5.3695686530672352e-05 -0.0004094649350300104 -0.002136093945086653 0.00067101330078214033 -0.0028455101707231924
leaf_weight=499.68824517726898 64.692008018493652 38.383812308311462 60.208906173706055 29.224750399589539 7343.4294267892838 1209.6982641220093 44.325191497802734 218.03439903259277 52.315263390541077
leaf_count=216 16 23 22 25 3710 607 33 98 30
internal_value=0 -0.000522664 -0.00137342 -0.0023297 1.07412e-05 -0.000145101 0.000375351 -0.0003364 -0.000510448
internal_weight=0 192.509 127.817 67.6086 9367.49 2024.06 544.013 1480.05 1262.01
internal_count=4780 86 70 48 4694 984 249 735 637
is_linear=0
shrinkage=0.06


Tree=1071
num_leaves=10
num_cat=0
split_feature=104 45 77 133 102 47 104 34 65
split_gain=0.0144702 0.0390009 0.0451211 0.0382398 0.0302579 0.029817 0.0277351 0.0892216 0.053553
threshold=0.024810968898236755 0.0087224207818508166 0.00017767510871635753 0.0015349716995842757 0.0012357163941487672 0.00747153488919139 0.0063990866765379914 0.00055427959887310873 0.041476719081401832
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 -4 -1 -8 -9
right_child=1 3 5 -5 -6 -7 7 8 -10
leaf_value=3.8757472988102428e-05 0.0022503086103218702 -0.0022634188169997111 0.0011966434648579202 0.00044368824890248334 -0.0003035190560298492 -0.00088516948723662181 -0.0028026058306232968 -0.00019499261632865183 0.0020399072552113868
leaf_weight=6856.5391647815704 68.198978066444397 35.069700479507446 54.363956093788147 270.83180797100067 148.17244470119476 45.494181513786316 46.759600639343262 1995.2104885578156 39.359944105148315
leaf_count=3323 19 30 17 153 112 34 40 1038 14
internal_value=0 0.000279792 0.00106067 -9.21808e-06 -0.000678613 0.000248194 -1.94753e-05 -0.000211312 -0.000151757
internal_weight=0 622.131 168.057 454.074 183.242 99.8581 8937.87 2081.33 2034.57
internal_count=4780 365 70 295 142 51 4415 1092 1052
is_linear=0
shrinkage=0.06


Tree=1072
num_leaves=10
num_cat=0
split_feature=126 4 18 97 42 22 148 11 54
split_gain=0.0160455 0.0195521 0.0245348 0.0173634 0.112864 0.0934075 0.0188523 0.0656254 0.0689202
threshold=0.0056525857653468856 0.0041444667149335155 0.00066645268816500913 0.04273676127195359 0.0011261500185355546 0.00017767510871635753 0.0038949446752667431 0.020658296532928947 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -6 7 -1 -9
right_child=1 -3 -4 4 5 -7 -8 8 -10
leaf_value=0.00016482876184191754 0.00045942767264345536 0.0014571122594908364 -0.0013827888525949012 -0.0017991714409272754 0.0020162195815952729 -0.00053893353641847703 -9.109935393028424e-05 0.00110437098084771 -0.0015147296297014369
leaf_weight=2919.6396666765213 181.09702336788177 55.822233438491821 30.39374041557312 62.739744424819946 140.97748708724976 81.154297351837158 5878.5293041467667 46.470313310623169 163.17645668983459
leaf_count=1578 150 33 26 34 37 35 2747 25 115
internal_value=0 0.00045831 0.000194679 -1.31837e-05 0.00044801 0.00108271 -2.77689e-05 9.12006e-05 -0.00093418
internal_weight=0 267.313 211.491 9292.69 284.872 222.132 9007.82 3129.29 209.647
internal_count=4780 209 176 4571 106 72 4465 1718 140
is_linear=0
shrinkage=0.06


Tree=1073
num_leaves=10
num_cat=0
split_feature=58 98 145 19 86 17 139 25 60
split_gain=0.0142513 0.038296 0.0375339 0.0813446 0.100134 0.090239 0.108442 0.0846199 0.118059
threshold=0.0062037324532866487 0.15615913271903994 0.0023699469165876512 0.00077738583786413084 0.00087947337306104611 0.000490355829242617 0.0026833302108570938 0.022641776129603389 0.018276390619575981
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 -6
right_child=-2 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00049712825349878306 0.00012385451371322819 -0.0017148710215441289 -0.00022062867919419056 0.00042491415322402362 -0.0039595011100779388 -6.0965918427742142e-07 0.0012835766134953635 9.813909619934278e-05 -0.00017284302273800302
leaf_weight=759.30045783519745 2477.7022371292114 49.001151561737061 2460.7087359428406 2354.6436132192612 91.084792137145996 1223.0748219490051 47.350015997886658 53.194966077804565 43.939475059509277
leaf_count=443 1495 37 1210 1016 73 466 11 16 13
internal_value=0 -4.33298e-05 -3.16841e-05 6.99951e-05 0.000182921 -0.000207722 -0.00128305 -0.00192873 -0.00272725
internal_weight=0 7082.3 7033.3 4572.59 3813.29 1458.64 235.569 188.219 135.024
internal_count=4780 3285 3248 2038 1595 579 113 102 86
is_linear=0
shrinkage=0.06


Tree=1074
num_leaves=10
num_cat=0
split_feature=72 103 29 47 149 150 79 118 92
split_gain=0.0139196 0.0746149 0.093298 0.0486389 0.0644704 0.176816 0.115507 0.0663446 0.0855031
threshold=0.00082683752407319855 0.0032328735105693345 0.011519505176693203 0.0005375427135732026 0.00017767510871635753 0.0011615398107096555 0.0011261500185355546 0.0046923852059990176 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 7 -7 8 -5
right_child=-2 2 -4 4 -6 6 -8 -9 -10
leaf_value=0.00099880017710967024 -3.3984289597678729e-05 0.00041477774421899244 0.0037702156473879253 0.0012510757239334856 -0.00037539683868693794 0.0011823387124772337 0.0048807049632369811 -0.0022744539257195618 -0.00088128044929838216
leaf_weight=169.70825123786926 7833.9095437526703 92.060923933982849 44.132333278656006 118.27269053459167 917.00584018230438 133.5659898519516 39.359944105148315 53.677111625671387 158.30763840675354
leaf_count=96 3687 64 23 52 632 70 14 41 101
internal_value=0 0.000154239 0.00150208 3.87802e-05 -7.59392e-05 0.000469795 0.00202413 -0.000344069 3.05686e-05
internal_weight=0 1726.09 136.193 1589.9 1420.19 503.183 172.926 330.257 276.58
internal_count=4780 1093 87 1006 910 278 84 194 153
is_linear=0
shrinkage=0.06


Tree=1075
num_leaves=10
num_cat=0
split_feature=28 67 46 121 46 149 142 73 69
split_gain=0.0157091 0.0712497 0.0891676 0.0755701 0.0693997 0.0665199 0.078062 0.0886899 0.0734178
threshold=0.0026012937305495147 0.00087947337306104611 0.00046126570669002836 0.0013146653072908523 0.096724390983581557 0.0010263677686452868 0.036783467978239066 0.00042089859198313212 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 -7 -9
right_child=1 -3 4 -5 -6 6 -8 8 -10
leaf_value=-4.4324697015246388e-05 -0.0033670705481208128 -0.00022361287745191976 -0.00014050723923949749 0.00065979343693379144 0.0018599400477817875 -0.0018494299329774103 0.00288189654709605 0.0012524097570005737 -0.00037019081720726611
leaf_weight=7176.5294604301453 39.745660543441772 1090.9434280395508 471.63248479366302 29.03189218044281 130.64943516254425 49.097580671310425 58.943487048149109 376.54673635959625 136.88010168075562
leaf_count=3700 34 530 192 15 38 42 16 150 63
internal_value=0 0.00013346 0.000434843 -0.00166728 0.000552987 0.000396778 0.000804524 0.000586848 0.000819823
internal_weight=0 2383.47 1292.53 68.7776 1223.75 1093.1 621.468 562.524 513.427
internal_count=4780 1080 550 49 501 463 271 255 213
is_linear=0
shrinkage=0.06


Tree=1076
num_leaves=10
num_cat=0
split_feature=102 63 29 133 61 54 76 10 33
split_gain=0.0151769 0.0681298 0.0702966 0.0507065 0.102676 0.0637551 0.057888 0.0519108 0.0515596
threshold=0.00899649551138282 0.0068083447404205808 0.021960759535431865 0.00017767510871635753 0.0016846025246195497 0.0014881226234138014 0.00085274505545385193 0.0045489775948226461 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 5 -5 -2 -7 -6
right_child=1 2 -4 4 8 7 -8 -9 -10
leaf_value=-3.1065164430930299e-05 -0.0020968525350476531 -0.0015949692079613308 0.0009751647900572008 0.00015862202351764706 -3.0771419119756812e-05 0.0030499262025127029 0.00061525556583584648 0.00090653301592901511 0.0013572411467534054
leaf_weight=8178.9307752847672 61.667183518409729 136.28968632221222 53.29139518737793 81.250726461410522 714.69781970977783 102.78653299808502 52.411692500114441 67.319275379180908 111.35517954826355
leaf_count=4110 38 92 21 40 336 24 35 33 51
internal_value=0 0.000183973 -0.000872502 0.000352072 0.000479437 0.00154126 -0.000850818 0.00220168 0.000156338
internal_weight=0 1381.07 189.581 1191.49 1077.41 251.357 114.079 170.106 826.053
internal_count=4780 670 113 557 484 97 73 57 387
is_linear=0
shrinkage=0.06


Tree=1077
num_leaves=10
num_cat=0
split_feature=114 115 118 100 51 79 34 67 124
split_gain=0.0147331 0.0557889 0.0807987 0.126852 0.147987 0.223952 0.123661 0.121272 0.147714
threshold=0.007706565549597145 0.0046923852059990176 0.00057154725072905432 0.00099512818269431613 0.0058306583669036635 0.0022975050378590827 0.013032016810029747 0.00060774214216507982 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 8 -4
right_child=-2 2 7 6 -6 -7 -8 -9 -10
leaf_value=6.3829284449594197e-05 0.00014671917275081345 0.00082820229116680789 -0.0038815823849944428 0.0011447192113054423 -0.0039382147423189092 -0.003305355472475742 -0.0006086426744273479 -0.00014845019750356068 -0.00092590348425719343
leaf_weight=5464.4074139595032 1959.0073201656342 170.29866659641266 72.284522771835327 444.74571442604065 49.097580671310425 65.270582675933838 214.72028720378876 734.66707909107208 385.50109934806824
leaf_count=2914 830 67 52 169 42 46 105 358 197
internal_value=0 -3.7814e-05 -0.000297771 0.000116894 -0.000941654 -0.000317107 0.000573829 -0.000626085 -0.00139261
internal_weight=0 7600.99 2136.59 944.133 284.667 235.569 659.466 1192.45 457.786
internal_count=4780 3950 1036 429 155 113 274 607 249
is_linear=0
shrinkage=0.06


Tree=1078
num_leaves=10
num_cat=0
split_feature=28 39 29 78 42 95 125 63 28
split_gain=0.0149891 0.0478309 0.0799135 0.101061 0.14241 0.0864992 0.0733153 0.0979144 0.101193
threshold=0.0026012937305495147 0.0041444667149335155 0.0023699469165876512 0.016668972559273246 0.0015833032084628942 0.0016846025246195497 0.027182282879948619 0.011519505176693203 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 7 8 -4
right_child=-2 2 6 5 -6 -7 -8 -9 -10
leaf_value=5.5606836311649553e-05 0.00013036534396950651 -0.0041930086769379699 9.3647457889271292e-05 0.00096832315893119361 -0.00089397365203550377 -0.0018636141549324141 -0.0023941801804547593 0.00098474227999368561 -0.0010364931429660005
leaf_weight=5098.0923004150391 2383.470806479454 67.801420927047729 943.65068602561951 116.814413189888 154.31852281093597 58.160213470458984 48.904722452163696 280.00271058082581 408.7844705581665
leaf_count=2758 1080 58 404 36 73 35 32 92 212
internal_value=0 -4.3297e-05 -0.000285893 -0.00105144 -0.00190099 2.70091e-05 -0.000105087 -3.65106e-05 -0.000247947
internal_weight=0 7176.53 2078.44 397.095 222.12 174.975 1681.34 1632.44 1352.44
internal_count=4780 3700 942 202 131 71 740 708 616
is_linear=0
shrinkage=0.06


Tree=1079
num_leaves=10
num_cat=0
split_feature=117 140 52 91 46 120 128 79 102
split_gain=0.0154125 0.0397743 0.0455376 0.0422163 0.0374384 0.035466 0.0562897 0.0440498 0.0335955
threshold=0.04673989117145539 0.02636832278221846 0.0042751494329422721 0.0066005610860884198 0.0070226341485977182 0.00046126570669002836 0.0012745757703669371 0.00055427959887310873 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -4 6 7 -2 -9
right_child=1 2 4 -5 -6 -7 -8 8 -10
leaf_value=-2.1269862407508507e-05 0.0008209104141363385 -0.0021476418760157079 -0.0014296324204368833 -0.00061893939776100186 0.00097665394399816161 0.0019696960714405244 0.0014649481058551204 0.00057469800324277205 -0.0015385052260207606
leaf_weight=8868.6940882205963 109.21005773544312 46.759600639343262 36.238690495491028 97.713015794754028 65.077724456787109 72.778509020805359 141.36320352554321 40.528934121131897 81.636442899703979
leaf_count=4405 59 40 31 59 36 18 57 15 60
internal_value=0 0.000272869 -0.000598831 0.00051048 0.000115977 0.00075819 0.00052164 -5.46926e-05 -0.00083744
internal_weight=0 691.306 148.076 543.23 101.316 445.517 372.739 231.375 122.165
internal_count=4780 375 107 268 67 209 191 134 75
is_linear=0
shrinkage=0.06


Tree=1080
num_leaves=10
num_cat=0
split_feature=126 70 22 52 133 135 118 40 18
split_gain=0.0145711 0.0217657 0.0296175 0.0248967 0.018128 0.0577985 0.0907289 0.115978 0.194004
threshold=0.0045489775948226461 0.0056525857653468856 0.00073092587990686308 0.0060143163427710542 0.0054799309000372895 0.0020932231564074759 0.00064626874518580746 0.039062514901161201 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 7 8 -6
right_child=1 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-9.1407433870746026e-05 6.9815597587730895e-05 0.001263323624224711 -0.0013619925626948632 0.0015903640974009076 -0.00010854177463660218 0.00045118721227468256 -0.00032111994241715259 -0.0014334735039805472 0.0015082682954542063
leaf_weight=5019.6007925271988 185.58012521266937 77.936614632606506 40.914650559425354 49.001151561737061 673.38561201095581 1099.704932808876 1851.4365572929382 119.53810966014862 442.90172064304352
leaf_count=2563 144 47 35 37 340 567 856 58 133
internal_value=0 0.000378063 0.000127627 0.00038744 -1.45135e-05 7.76717e-05 -5.53771e-05 0.000342742 0.000532949
internal_weight=0 353.433 275.496 234.581 9206.57 4186.97 3087.26 1235.83 1116.29
internal_count=4780 263 216 181 4517 1954 1387 531 473
is_linear=0
shrinkage=0.06


Tree=1081
num_leaves=10
num_cat=0
split_feature=146 131 80 148 148 37 93 77 109
split_gain=0.0157937 0.101478 0.0895673 0.0997512 0.129073 0.0899299 0.0765121 0.123281 0.0963397
threshold=0.013439828064292671 0.00082683752407319855 0.0036604277556762104 0.0060143163427710542 0.013032016810029747 0.0037758676335215573 0.0023699469165876512 0.0046923852059990176 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 5 -4 -5 -3 8 -8 -2
right_child=1 2 3 4 -6 -7 7 -9 -10
leaf_value=3.5583208587039562e-05 0.00096743235228731515 9.9679713298440698e-06 -0.0012522481405024244 0.0025422713987912834 0.00016790967060960923 -0.0025540714073158826 -0.00086988159625177102 0.0016819093935098084 -0.0015291635996048923
leaf_weight=7881.983629822731 64.884866237640381 482.15339493751526 62.739744424819946 165.23699009418488 164.45371651649475 54.846101641654968 185.19440877437592 107.84820950031281 390.65920495986938
leaf_count=3974 26 201 34 43 62 42 124 48 226
internal_value=0 -0.000167142 0.000251606 0.000940612 0.00135791 -0.000251909 -0.00068705 6.92517e-05 -0.00117356
internal_weight=0 1678.02 929.43 392.43 329.691 536.999 748.587 293.043 455.544
internal_count=4780 806 382 139 105 243 424 172 252
is_linear=0
shrinkage=0.06


Tree=1082
num_leaves=10
num_cat=0
split_feature=7 19 150 145 142 49 7 146 69
split_gain=0.0154249 0.0443023 0.0755116 0.0659808 0.0635654 0.067277 0.0432573 0.0634362 0.112076
threshold=0.014293605927377941 0.011880517937242987 0.0041444667149335155 0.00080172589514404546 0.00052132029668428015 0.00064626874518580746 0.0072436286136507997 0.0063990866765379914 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -6 -1 8 -8
right_child=1 -3 -4 -5 5 -7 7 -9 -10
leaf_value=1.7846101921016963e-05 0.00041666081859768303 0.0011027776937821262 -0.002164303558608892 0.00074048871635774404 -0.0036778354651100299 -2.0392924806065641e-05 -0.0023894438407646426 0.00012723042947310943 -0.00022518165853738131
leaf_weight=8166.5421899557114 76.478337287902832 173.51634931564331 52.411692500114441 309.13103187084198 40.81822144985199 32.538862228393555 135.12069630622864 335.82494401931763 237.61794197559357
leaf_count=4183 31 55 35 112 30 18 91 125 100
internal_value=0 0.000274352 -6.74161e-06 0.000239641 -0.000793676 -0.00205551 -2.11719e-05 -0.000470873 -0.00100974
internal_weight=0 684.894 511.378 458.966 149.835 73.3571 8875.11 708.564 372.739
internal_count=4780 281 226 191 79 48 4499 316 191
is_linear=0
shrinkage=0.06


Tree=1083
num_leaves=10
num_cat=0
split_feature=99 23 148 83 40 112 45 129 61
split_gain=0.0155127 0.0461458 0.100199 0.0526898 0.0565062 0.10919 0.0799167 0.0561084 0.0672791
threshold=0.00017767510871635753 0.059226244688034065 0.014740333426743748 0.018276390619575981 0.0036604277556762104 0.00017767510871635753 0.0026833302108570938 0.00040826165059115743 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 7 6 -6 -5 -9
right_child=-2 2 -4 4 5 -7 -8 8 -10
leaf_value=0.00025596167861924128 -3.9593207269444147e-05 0.00030091002506337639 0.0038024500791147228 -0.00069964917559195156 -0.0007917939785590341 0.00026120392874408657 -0.0049328475609495522 0.0017627953634764596 -0.00087209884560250552
leaf_weight=1355.9302859306335 7537.3244333267212 128.10675621032715 38.190954089164734 216.94999742507935 29.03189218044281 63.812305331230164 39.745660543441772 96.15830934047699 54.749672532081604
leaf_count=678 3689 85 13 161 15 30 34 38 37
internal_value=0 0.000147541 0.00110505 6.17649e-05 -0.000464398 -0.00152635 -0.00318486 -8.16309e-05 0.000806851
internal_weight=0 2022.68 166.298 1856.38 500.448 132.59 68.7776 367.858 150.908
internal_count=4780 1091 98 993 315 79 49 236 75
is_linear=0
shrinkage=0.06


Tree=1084
num_leaves=10
num_cat=0
split_feature=55 143 29 84 102 20 96 39 35
split_gain=0.0143358 0.0444083 0.0551207 0.038801 0.0524379 0.0511235 0.123224 0.0498375 0.0435039
threshold=0.0015349716995842757 0.0063990866765379914 0.0068083447404205808 0.00017767510871635753 0.00096484774257987748 0.00080172589514404546 0.00017767510871635753 0.00093549740267917525 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 -8 -9
right_child=1 2 -4 4 5 -7 7 8 -10
leaf_value=-2.2979132908245503e-05 0.0012933692478567947 0.0012344480545792137 -0.00064433403852729668 0.0015349154249361 -0.0041886690146277399 0.00012716520661531112 0.00078889259879285647 -0.0025578922008109846 2.4819745518761837e-05
leaf_weight=8708.2176465988159 63.619447112083435 242.69145917892456 73.164225459098816 50.856986045837402 39.745660543441772 220.17952084541321 67.222846269607544 50.170141577720642 44.132333278656006
leaf_count=4430 20 65 38 14 34 90 28 38 23
internal_value=0 0.000234928 0.00079925 -9.76635e-05 -0.000285034 -0.00050465 -0.00119582 -0.000459388 -0.00134922
internal_weight=0 851.783 315.856 535.927 472.307 421.451 201.271 161.525 94.3025
internal_count=4780 350 103 247 227 213 123 89 61
is_linear=0
shrinkage=0.06


Tree=1085
num_leaves=10
num_cat=0
split_feature=39 60 59 130 56 114 23 92 63
split_gain=0.0147423 0.0698278 0.0804608 0.0915457 0.100295 0.0525263 0.0373531 0.0291492 0.0202573
threshold=0.028884131461381916 0.00096484774257987748 0.0084566329605877417 0.0011261500185355546 0.00038414125447161501 0.0012745757703669371 0.0049928687512874612 0.0060143163427710542 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 5 6 4 -4 7 -3 -2 -1
right_child=1 2 3 -5 -6 -7 -8 -9 -10
leaf_value=-4.2790092665766304e-05 0.0010392462316930391 -0.00020794725554328287 -0.00059329223775023544 0.00024357537712500337 -0.0048055738654662616 0.0020034368779325113 0.0016639983148294703 -0.00074729157234098892 0.00031569690385641058
leaf_weight=8393.241664648056 74.043928146362305 81.057868242263794 41.697924137115479 76.285479068756104 39.745660543441772 113.30744314193726 72.874938130378723 59.136345267295837 608.609015583992
leaf_count=4313 24 30 16 21 34 33 23 26 260
internal_value=0 0.000299224 -0.0002976 -0.00124998 -0.00264895 0.00105385 0.00067827 0.000245966 -1.8553e-05
internal_weight=0 558.15 311.662 157.729 81.4436 246.488 153.933 133.18 9001.85
internal_count=4780 207 124 71 50 83 53 50 4573
is_linear=0
shrinkage=0.06


Tree=1086
num_leaves=10
num_cat=0
split_feature=146 25 148 3 7 11 95 110 50
split_gain=0.014065 0.0751518 0.15948 0.106656 0.10802 0.0871866 0.100702 0.134222 0.0860023
threshold=0.013439828064292671 0.011519505176693203 0.0060143163427710542 0.0027679565828293566 0.00040826165059115743 0.0030382014811038975 0.0021592099219560628 0.0014881226234138014 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 -4 -8 -2
right_child=1 -3 5 -5 -6 -7 7 -9 -10
leaf_value=3.3579366205303147e-05 -0.0035846922744821475 0.00062011271001725812 -0.00014487216069190758 0.00097170198057465636 -0.0034835826410607421 0.00042341452318723165 -0.0047693100092982199 0.00013372316409369618 -0.00046953122407735896
leaf_weight=7881.983629822731 39.745660543441772 353.07050693035126 223.87934911251068 55.532946109771729 101.60570228099823 660.92427897453308 45.59061062335968 35.949403166770935 161.71817934513092
leaf_count=3974 34 125 103 18 82 290 39 16 99
internal_value=0 -0.000157729 -0.000365008 -0.00144561 -0.00188854 3.5994e-05 -0.00080238 -0.00260766 -0.0010841
internal_weight=0 1678.02 1324.95 358.602 303.07 966.344 305.419 81.54 201.464
internal_count=4780 806 681 233 215 448 158 55 133
is_linear=0
shrinkage=0.06


Tree=1087
num_leaves=10
num_cat=0
split_feature=61 109 77 101 101 33 33 45 101
split_gain=0.015039 0.0506445 0.0819982 0.0814114 0.0705385 0.0936674 0.096669 0.0938125 0.0911451
threshold=0.0037758676335215573 0.013032016810029747 0.0023699469165876512 0.0049928687512874612 0.0013146653072908523 0.0032328735105693345 0.0070226341485977182 0.0035485138650983576 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 8 7 -7 -6
right_child=1 2 3 -5 5 6 -8 -9 -10
leaf_value=-4.8518680098090487e-05 -0.00039686246519388341 -8.8156956328837803e-05 0.00075090667405420619 0.0031820829315117845 0.0026092290759984621 -9.4864417311413539e-05 0.00039274147211471738 -0.0031916222957778413 0.00049015411451990151
leaf_weight=6752.9575175046921 1025.8538628816605 451.2538275718689 399.83010756969452 56.605507016181946 87.878950119018555 70.729816317558289 211.11688804626465 70.139400959014893 433.63438892364502
leaf_count=3377 553 268 165 14 26 31 97 60 189
internal_value=0 0.000116722 0.000485383 0.00105241 -5.94585e-05 0.000336795 -0.000419488 -0.00163675 0.000847234
internal_weight=0 2807.04 907.689 456.436 1899.35 873.499 351.986 140.869 521.513
internal_count=4780 1403 447 179 956 403 188 91 215
is_linear=0
shrinkage=0.06


Tree=1088
num_leaves=10
num_cat=0
split_feature=82 40 29 1 147 126 125 10 127
split_gain=0.0148956 0.0402282 0.0618474 0.0434097 0.0617378 0.0703747 0.059988 0.0962093 0.0523954
threshold=0.0070226341485977182 0.018276390619575981 0.0017376682371832433 0.00062670491752214741 0.0033348383149132137 0.00017767510871635753 0.0022975050378590827 0.00899649551138282 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 5 -5 -2 -8 -6
right_child=1 2 -4 4 8 -7 7 -9 -10
leaf_value=-2.6714489524755508e-05 -2.4459244899459738e-05 -0.00065249411405588636 0.0016810834938374788 -0.001563650266038889 -0.0026934806886260067 0.00052060838968210146 -0.00025813381979338543 0.0028763078698234835 -9.6187105100841244e-05
leaf_weight=8480.9632786512375 299.56257212162018 58.160213470458984 137.66337525844574 75.9843510389328 65.463440895080566 250.86254858970642 63.908734440803528 78.623459100723267 48.808293342590332
leaf_count=4152 212 35 44 65 56 131 35 23 27
internal_value=0 0.000209969 0.000988004 3.74656e-05 -0.000383641 3.60664e-05 0.000457642 0.00147088 -0.00158411
internal_weight=0 1079.04 195.824 883.213 441.119 326.847 442.095 142.532 114.272
internal_count=4780 628 79 549 279 196 270 58 83
is_linear=0
shrinkage=0.06


Tree=1089
num_leaves=10
num_cat=0
split_feature=117 125 1 27 9 72 67 17 30
split_gain=0.0154508 0.0375826 0.0484545 0.039805 0.0367949 0.0355114 0.0336565 0.0282203 0.052738
threshold=0.04673989117145539 0.0066005610860884198 0.0032328735105693345 0.00090704852482303988 0.0011261500185355546 0.0072436286136507997 0.00037263428384903824 0.0025217677466571335 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 7 -6 -2 8 -5
right_child=1 2 -4 4 5 -7 -8 -9 -10
leaf_value=-2.1296222076558417e-05 0.00014232804065178551 0.00024406477022281107 -0.0029057539367723859 -0.00099284508672486081 -0.0010440938076335924 0.001221641553621085 -0.0018471563883141354 0.0019264423251191464 0.0015876260214495691
leaf_weight=8868.6940882205963 240.82378399372101 44.132333278656006 29.224750399589539 45.494181513786316 59.42563259601593 42.86691415309906 35.069700479507446 117.88697409629822 76.381908178329468
leaf_count=4405 147 23 25 34 41 17 30 32 26
internal_value=0 0.000273207 -0.00101079 0.000425631 0.000858111 -9.46103e-05 -0.000110562 0.00126458 0.000624382
internal_weight=0 691.306 73.3571 617.949 342.056 102.293 275.893 239.763 121.876
internal_count=4780 375 48 327 150 58 177 92 60
is_linear=0
shrinkage=0.06


Tree=1090
num_leaves=10
num_cat=0
split_feature=11 80 18 118 42 22 148 51 8
split_gain=0.0153353 0.0722729 0.0953655 0.109893 0.0805016 0.0791143 0.0732015 0.073802 0.0708436
threshold=0.0035485138650983576 0.0012357163941487672 0.00052132029668428015 0.0054799309000372895 0.0020932231564074759 0.0010918468469753864 0.054214311763644225 0.0015833032084628942 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 7 -2 -3
right_child=1 8 3 -5 5 -7 -8 -9 -10
leaf_value=6.6323187155486267e-05 -0.0011462347262355386 -0.00015585689198851057 0.0014487947857671568 -0.002442396350178554 -0.0017039912550870708 0.0012181226861052324 0.00068636421822370762 -0.0034445210241205405 0.00043565530011717245
leaf_weight=5426.529428601265 130.54116535186768 2510.9753066301346 142.43576443195343 57.087652564048767 86.312402963638306 54.363956093788147 42.86691415309906 81.829301118850708 1027.0583750009537
leaf_count=2798 92 1253 53 39 64 17 17 70 377
internal_value=0 -8.70708e-05 -0.000698639 -4.09292e-05 0.000443311 -0.000574749 -0.00157528 -0.0020318 1.58536e-05
internal_weight=0 4133.47 595.437 340.2 283.112 140.676 255.237 212.37 3538.03
internal_count=4780 1982 352 173 134 81 179 162 1630
is_linear=0
shrinkage=0.06


Tree=1091
num_leaves=10
num_cat=0
split_feature=148 11 75 146 52 18 1 43 44
split_gain=0.0151552 0.0609035 0.0746024 0.0652448 0.096991 0.0494153 0.0492163 0.10529 0.150524
threshold=0.0038949446752667431 0.020658296532928947 0.00042089859198313212 0.021960759535431865 0.0042751494329422721 0.13848232477903369 0.0027679565828293566 0.00046126570669002836 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 -5 -2 -1 8 -8
right_child=5 2 -4 4 -6 -7 7 -9 -10
leaf_value=7.7255321451428008e-05 -7.9570662966913151e-05 0.00016840130489226981 -0.0020699332158480347 -0.00012580697482040361 -0.0034289063501633031 0.0011101940839499432 -6.9195227335471605e-05 -0.00014089370344534324 0.0020599901657762402
leaf_weight=2066.8927552700043 6111.5558744668961 115.34429514408112 100.14742493629456 123.04507970809937 43.252630591392517 128.31145513057709 202.05425524711609 376.72775387763977 292.66874253749847
leaf_count=1178 2907 79 66 61 37 36 104 219 93
internal_value=0 0.000103565 -0.00087184 0.000171268 -0.000984915 -5.51053e-05 0.000236703 0.000614877 0.00119039
internal_weight=0 3320.13 215.492 3104.64 166.298 6239.87 2938.34 871.451 494.723
internal_count=4780 1837 145 1692 98 2943 1594 416 197
is_linear=0
shrinkage=0.06


Tree=1092
num_leaves=10
num_cat=0
split_feature=18 82 75 19 95 109 27 52 54
split_gain=0.0159583 0.0638017 0.0564803 0.139036 0.123607 0.10929 0.147715 0.121461 0.119834
threshold=0.001792412775103003 0.0070226341485977182 0.00093549740267917525 0.010180860292166473 0.0019071503775194289 0.00747153488919139 0.0041444667149335155 0.012636432424187662 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 -4 -8
right_child=1 -3 5 4 -6 6 8 -9 -10
leaf_value=4.5195647042257844e-05 -0.0020675310899120917 0.00061511793077778502 -1.5365778193232953e-05 -0.0023391140216856617 0.0011801048046462673 -0.00028917781049265183 0.0005526116980667131 0.0018810794380746268 -0.0038297382329757685
leaf_weight=7134.8196955919266 189.67751061916351 351.02181422710419 1046.1479316949844 48.904722452163696 135.42182433605194 398.56468844413757 30.200882196426392 137.56694614887238 87.674251198768616
leaf_count=3743 118 138 413 32 47 159 16 39 75
internal_value=0 -0.000132964 -0.000259567 -0.000927118 0.000246401 -0.000112717 -0.00084102 0.000205032 -0.00270693
internal_weight=0 2425.18 2074.16 374.004 184.327 1700.15 516.44 1183.71 117.875
internal_count=4780 1037 899 197 79 702 250 452 91
is_linear=0
shrinkage=0.06


Tree=1093
num_leaves=10
num_cat=0
split_feature=0 138 77 33 92 113 145 145 4
split_gain=0.0142641 0.0566961 0.0871075 0.0974732 0.0916787 0.105547 0.096159 0.0883063 0.0697367
threshold=0.0087224207818508166 0.00044738779251929378 0.0023699469165876512 0.00017767510871635753 0.0014427106943912806 0.0013146653072908523 0.0018488886416889729 0.0023699469165876512 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 -6 -7 -5 -3
right_child=1 8 3 4 5 6 -8 -9 -10
leaf_value=-4.439055364761474e-05 -6.9235831481609243e-05 -0.00033064529621560073 -0.0011384774276135281 0.0031120705509302569 -0.0010375059015070725 0.0033222353560537579 -0.00013422152067109967 0.00086550491842809737 0.00071756219975611251
leaf_weight=6994.1670179367065 575.86545443534851 1169.1693300008774 67.512133598327637 136.30152702331543 99.954566717147827 58.943487048149109 56.991223454475403 117.10370051860809 283.99182617664337
leaf_count=3544 291 592 43 33 56 16 34 51 120
internal_value=0 0.000121004 0.000443323 0.000993177 0.00129983 0.000391271 0.00162311 0.00207389 -0.000125794
internal_weight=0 2565.83 1112.67 536.807 469.295 215.889 115.935 253.405 1453.16
internal_count=4780 1236 524 233 190 106 50 84 712
is_linear=0
shrinkage=0.06


Tree=1094
num_leaves=10
num_cat=0
split_feature=99 70 143 40 27 37 106 149 51
split_gain=0.0148494 0.0389113 0.0569533 0.0553029 0.099179 0.076749 0.0613168 0.0595872 0.0552629
threshold=0.00017767510871635753 0.00017767510871635753 0.014740333426743748 0.00017767510871635753 0.0011980500421486797 0.00038414125447161501 0.0030382014811038975 0.0019071503775194289 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 8 -1 5 7 -6 -5 -3
right_child=-2 2 -4 4 6 -7 -8 -9 -10
leaf_value=0.00041663719374218129 -3.8737534683447798e-05 -0.0006163347974648465 -0.00091501592022518808 -0.0034315222012937271 0.00051855403700875485 -0.00024146206743530941 -0.0012064597811144056 -0.00071404557147973643 0.00077788767731077106
leaf_weight=434.79153823852539 7537.3244333267212 118.94769430160522 102.29254674911499 80.660311102867126 307.08233916759491 102.38897585868835 97.809444904327393 45.397752404212952 733.30523085594177
leaf_count=249 3689 87 58 69 125 63 64 29 347
internal_value=0 0.000144352 0.000422733 -0.000104426 -0.00046214 -0.00146173 0.000101844 -0.00245287 0.000583298
internal_weight=0 2022.68 954.545 1068.13 633.339 228.447 404.892 126.058 852.253
internal_count=4780 1091 492 599 350 161 189 98 434
is_linear=0
shrinkage=0.06


Tree=1095
num_leaves=10
num_cat=0
split_feature=70 31 51 135 28 20 59 60 23
split_gain=0.0145709 0.0325221 0.033245 0.0269971 0.0256116 0.021902 0.0739692 0.169716 0.103167
threshold=0.017188700847327713 0.02636832278221846 0.0068083447404205808 0.00096484774257987748 0.00046126570669002836 0.0014881226234138014 0.0098710241727530974 0.0084566329605877417 0.030689206905663017
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1 -7 8 -8
right_child=1 -3 3 4 -6 6 7 -9 -10
leaf_value=3.8713926311698739e-05 -0.00012116125866218706 0.0017990495363490061 0.0019019015134110961 0.0013712723086282271 -0.00032633184815536735 1.7036529177362496e-06 -0.0021838726817180617 0.00069760777585565364 1.6555266051341456e-05
leaf_weight=6337.8341106176376 461.29259216785431 46.373884201049805 57.870926141738892 53.194966077804565 80.274594664573669 1970.6735389232635 258.26220512390137 185.10982036590576 109.11362862586975
leaf_count=3194 252 20 20 16 49 958 157 60 54
internal_value=0 0.000263733 0.000154639 0.000819552 0.000350257 -2.08048e-05 -0.000170308 -0.00078386 -0.00153033
internal_weight=0 699.007 652.633 191.34 133.47 8860.99 2523.16 552.486 367.376
internal_count=4780 357 337 85 65 4423 1229 271 211
is_linear=0
shrinkage=0.06


Tree=1096
num_leaves=10
num_cat=0
split_feature=124 27 10 139 45 146 131 125 93
split_gain=0.0145261 0.0367381 0.051481 0.0966229 0.0657877 0.0536892 0.0635399 0.0466615 0.0687855
threshold=0.013860232196748258 0.0036604277556762104 0.0066005610860884198 0.00077738583786413084 0.0026833302108570938 0.0028552538715302949 0.0013146653072908523 0.0015833032084628942 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 5 -3 -7 -2 -9
right_child=1 2 -4 -5 -6 6 -8 8 -10
leaf_value=-3.3537635056138387e-05 -2.3092958768936312e-05 0.00013928272213504475 0.00061881639017913001 0.00055555368600527155 -0.0033597054570245564 -0.0038937857987840136 -0.00074488508284067392 0.00038660706167113935 0.0019925865309403535
leaf_weight=7929.5146633386612 519.85036277770996 98.496289372444153 184.32654678821564 160.94674646854401 46.759600639343262 35.069700479507446 67.415704488754272 390.28532922267914 127.33532333374023
leaf_count=4054 248 40 79 59 40 30 38 147 45
internal_value=0 0.000163103 -0.000213606 -0.000589046 -0.00133264 -0.000861034 -0.00182241 0.000378429 0.00078168
internal_weight=0 1630.49 593.015 408.688 247.741 200.982 102.485 1037.47 517.621
internal_count=4780 726 286 207 148 108 68 440 192
is_linear=0
shrinkage=0.06


Tree=1097
num_leaves=10
num_cat=0
split_feature=24 140 80 80 125 50 65 88 87
split_gain=0.0144769 0.044018 0.0479488 0.0510767 0.0434473 0.0356119 0.0437392 0.0435669 0.0403231
threshold=0.00047558375808876013 0.076978169381618514 0.015200819820165636 0.0072436286136507997 0.00017767510871635753 0.012636432424187662 0.00017767510871635753 0.00017767510871635753 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 8 7 -7 -1
right_child=-2 4 -4 -5 -6 6 -8 -9 -10
leaf_value=0.00031605345567750338 -2.9802902366618666e-05 7.872086938888077e-05 -0.0017297066547188927 0.0014150098093021813 0.0022378397224719899 -0.00080254292645425441 0.00031410670313677057 -0.0037399822469273728 -0.000897267661695143
leaf_weight=787.66918694972992 8220.6286994218826 63.908734440803528 51.146273374557495 104.14838123321533 70.633387207984924 56.111520767211914 66.150285363197327 26.886770367622375 112.71702778339386
leaf_count=364 4126 35 29 35 26 48 32 23 62
internal_value=0 0.000182921 6.79776e-05 0.000147674 0.00121224 2.19131e-05 -0.000836815 -0.00175411 0.000164161
internal_weight=0 1339.37 1204.83 1153.68 134.542 1049.53 149.149 82.9983 900.386
internal_count=4780 654 593 564 61 529 103 71 426
is_linear=0
shrinkage=0.06


Tree=1098
num_leaves=10
num_cat=0
split_feature=39 17 142 63 129 95 60 80 69
split_gain=0.0152086 0.0639631 0.0803712 0.0610909 0.0509001 0.0417088 0.0879709 0.0777031 0.0398585
threshold=0.028884131461381916 0.040252277627587325 0.010180860292166473 0.0095705352723598498 0.000490355829242617 0.0016846025246195497 0.00046126570669002836 0.0010585968848317864 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 -2 -8 -7
right_child=1 2 -4 4 -6 8 7 -9 -10
leaf_value=-1.8844171377539063e-05 0.001774583619095947 0.00059185304314866567 -0.0029850212001312606 0.00070779399451292239 -0.002200166591868506 0.00075173820472322986 0.0011750976932019812 -0.0020234038225247727 0.0025412512770622772
leaf_weight=9001.850680232048 85.540970087051392 46.27745509147644 44.22876238822937 40.528934121131897 46.566742420196533 97.230870246887207 45.012035965919495 69.657255411148071 83.106560945510864
leaf_count=4573 24 15 28 15 30 34 9 35 17
internal_value=0 0.000303919 -0.0011561 0.000586487 -0.000846982 0.000914564 0.000318407 -0.000767871 0.00157642
internal_weight=0 558.15 90.5062 467.643 87.0957 380.548 200.21 114.669 180.337
internal_count=4780 207 43 164 45 119 68 44 51
is_linear=0
shrinkage=0.06


Tree=1099
num_leaves=10
num_cat=0
split_feature=58 109 45 0 25 91 23 145 21
split_gain=0.0140736 0.0326846 0.0403554 0.0359884 0.0410258 0.0242677 0.0235195 0.0221936 0.0188653
threshold=0.044033329933881767 0.010500331409275534 0.014293605927377941 0.0087224207818508166 0.00042089859198313212 0.00075379351619631063 0.0063990866765379914 0.015675474889576439 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 -2 -6 -3 -1
right_child=1 7 -4 -5 6 -7 -8 -9 -10
leaf_value=-4.9673495966226886e-05 -0.00043161233067399616 -0.0012853821845223077 0.0024046441895484295 0.0015721285549435101 -0.0029014689270946115 0.0015348882764953393 -0.00029942128194741032 0.00031867206058123614 0.00019675363617068932
leaf_weight=7881.8144530057907 41.987211465835571 58.449500799179077 44.035904169082642 64.981295347213745 23.379800319671631 48.904722452163696 26.886770367622375 66.246714472770691 1303.3138945102692
leaf_count=3846 31 50 18 31 20 32 23 37 692
internal_value=0 0.000360351 0.000755887 0.000403677 -0.000134212 0.00062647 -0.00150968 -0.000433205 -1.4707e-05
internal_weight=0 374.872 250.176 206.14 141.159 90.8919 50.2666 124.696 9185.13
internal_count=4780 242 155 137 106 63 43 87 4538
is_linear=0
shrinkage=0.06


Tree=1100
num_leaves=10
num_cat=0
split_feature=5 44 124 125 126 43 92 150 117
split_gain=0.0141265 0.0381308 0.032613 0.0296211 0.0221434 0.0309621 0.0194631 0.0181505 0.0176007
threshold=0.033603202551603324 0.0028552538715302949 0.0045489775948226461 0.0020292587578296666 0.00068727668258361529 0.0019672545604407792 0.0034400182776153092 0.0036604277556762104 0.016668972559273246
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 5 6 -2 -7 -1
right_child=1 2 -4 -5 -6 7 -8 -9 -10
leaf_value=-5.9183569635741272e-05 0.0023798510077451015 -0.0003811713597458564 0.0010394160278691673 -0.0027501875389886396 -0.00056015935836086861 -0.0011941260402400702 0.00087233738038836885 0.00093589892516343827 0.00013988231508079392
leaf_weight=7132.721936583519 65.860998034477234 84.070852041244507 42.770485043525696 24.548790335655212 32.635291337966919 25.717780351638794 57.967355251312256 32.731720447540283 2060.9750574827194
leaf_count=3515 17 67 12 21 23 22 25 28 1050
internal_value=0 0.000365397 -0.000363979 -0.000916585 0.000879187 0.00113689 0.00167414 -1.31206e-06 -1.45585e-05
internal_weight=0 366.303 151.39 108.62 214.913 182.278 123.828 58.4495 9193.7
internal_count=4780 215 100 88 115 92 42 50 4565
is_linear=0
shrinkage=0.06


Tree=1101
num_leaves=10
num_cat=0
split_feature=93 93 103 109 11 102 52 148 43
split_gain=0.0137069 0.0297831 0.0627299 0.0572004 0.127969 0.0904439 0.0437839 0.0589392 0.0691629
threshold=0.016668972559273246 0.0070226341485977182 0.016164712607860569 0.029773407615721229 0.0035485138650983576 0.0066005610860884198 0.012636432424187662 0.00244467705488205 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 -3 -9
right_child=-2 2 -4 4 -6 -7 -8 8 -10
leaf_value=9.0228663736431601e-06 0.00020791756839225672 -0.00010998350948450452 0.0018295555875991628 0.0029500370623252886 -0.0016074257517626222 0.00062464480884524463 6.6217102245924407e-05 -0.0023426019811062047 8.1631476060827849e-05
leaf_weight=7826.1004893779755 1019.7077847719193 89.626514792442322 42.86691415309906 48.711864233016968 40.721792340278625 132.20414161682129 84.950554728507996 222.79494750499725 52.315263390541077
leaf_count=3759 592 57 17 22 25 59 53 166 30
internal_value=0 -2.48253e-05 -0.000395733 -0.000537826 0.000874889 -0.000754953 -0.00116054 -0.00144627 -0.00188161
internal_weight=0 8540.29 714.192 671.325 89.4337 581.891 449.687 364.737 275.11
internal_count=4780 4188 429 412 47 365 306 253 196
is_linear=0
shrinkage=0.06


Tree=1102
num_leaves=10
num_cat=0
split_feature=124 35 131 138 21 35 36 75 47
split_gain=0.0139022 0.0387966 0.0455951 0.0412307 0.0715404 0.0404131 0.0430731 0.0451285 0.043746
threshold=0.013860232196748258 0.00087947337306104611 0.0037758676335215573 0.0079489401541650313 0.0022975050378590827 0.0026833302108570938 0.0023699469165876512 0.0062037324532866487 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -3
right_child=1 5 -4 -5 -6 -7 -8 -9 -10
leaf_value=-3.28094899746132e-05 -0.0028993347015271922 0.0008430559016764027 -0.0023671409792358827 0.0014358789215141075 0.00087747962949134232 3.0689678851539479e-05 -0.00071625519966144445 -5.6819322464661723e-05 0.0024146316310032423
leaf_weight=7929.5146633386612 35.069700479507446 217.45582437515259 44.325191497802734 40.528934121131897 37.214822292327881 975.59913289546967 67.319275379180908 122.75579237937927 90.216930150985718
leaf_count=4054 30 68 33 15 22 451 33 46 28
internal_value=0 0.000159562 -0.000736629 -9.59895e-05 -0.000954887 0.000255144 0.000695082 0.000915816 0.00130388
internal_weight=0 1630.49 157.139 112.813 72.2845 1473.35 497.748 430.429 307.673
internal_count=4780 726 100 67 52 626 175 142 96
is_linear=0
shrinkage=0.06


Tree=1103
num_leaves=10
num_cat=0
split_feature=61 61 141 38 90 82 0 114 20
split_gain=0.0133929 0.11205 0.0627285 0.110573 0.0939471 0.0660261 0.0768613 0.0680392 0.0614191
threshold=0.0062037324532866487 0.0054799309000372895 0.0044099434744566688 0.0010263677686452868 0.00082683752407319855 0.001792412775103003 0.007706565549597145 0.0016846025246195497 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -2 -8 -3
right_child=2 8 -4 4 -6 -7 7 -9 -10
leaf_value=5.2046919074891165e-06 0.0010517961739839859 -0.0022754450465030762 0.00060976448946956487 -0.0031733604993511143 -0.00021347669135320061 -0.00047811415204749078 0.00022366123583107453 -0.0030049550574177443 -0.00021035054036394241
leaf_weight=7722.6152712106705 344.29716145992279 121.38210344314575 656.44117712974548 73.549941897392273 81.250726461410522 359.48219096660614 76.574766397476196 33.900710463523865 90.506217479705811
leaf_count=3818 147 94 296 58 40 219 36 29 43
internal_value=0 -3.21435e-05 0.000156901 -0.00014987 -0.0016198 0.000129583 0.000609947 -0.000767078 -0.00139336
internal_weight=0 7934.5 1625.5 969.055 154.801 814.255 454.773 110.475 211.888
internal_count=4780 3955 825 529 98 431 212 65 137
is_linear=0
shrinkage=0.06


Tree=1104
num_leaves=10
num_cat=0
split_feature=28 150 71 39 147 107 149 14 10
split_gain=0.0153498 0.0561826 0.0806203 0.0811766 0.108874 0.101161 0.0751063 0.131464 0.0955825
threshold=0.0020292587578296666 0.00055427959887310873 0.0033348383149132137 0.010829726699739696 0.0062037324532866487 0.0045489775948226461 0.0011980500421486797 0.0045489775948226461 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 -4
right_child=1 2 6 -5 -6 -7 -8 -9 -10
leaf_value=-5.0567503204301353e-05 0.00056164301858479442 -0.0047541409036662039 0.0010834836605649136 0.00013291019722306638 -0.0005734431730368756 -0.00077091561401280756 0.00046048120835959721 -0.0018200194526980943 -0.00092965753904797387
leaf_weight=6627.9364928007126 751.63519537448883 52.604550719261169 202.45181238651276 261.68458676338196 221.83065640926361 40.721792340278625 1090.7505698204041 164.15258848667145 146.23202180862427
leaf_count=3452 284 45 65 96 116 25 520 106 71
internal_value=0 0.000114308 -3.9897e-05 -0.000648201 -0.00129678 -0.00301611 0.000178922 -0.000419926 0.000239207
internal_weight=0 2932.06 2180.43 576.842 315.157 93.3263 1603.59 512.836 348.684
internal_count=4780 1328 1044 282 186 70 762 242 136
is_linear=0
shrinkage=0.06


Tree=1105
num_leaves=10
num_cat=0
split_feature=117 25 75 110 7 40 101 20 98
split_gain=0.0147059 0.0231248 0.068079 0.116603 0.150951 0.0875365 0.0838936 0.106472 0.0630812
threshold=0.04673989117145539 0.00090704852482303988 0.0036604277556762104 0.00085274505545385193 0.0062037324532866487 0.0017376682371832433 0.0011261500185355546 0.0022272822679951791 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 8 -8 -5
right_child=-2 -3 3 6 -6 -7 7 -9 -10
leaf_value=-4.3957927576388214e-06 0.00026654007083062083 4.5938153027659459e-05 -0.001394639670640917 -0.00040969174521796872 0.0004862202160568523 -0.0040404460435820621 -0.0038910927088209261 -6.2818755965640463e-05 0.0014625754241431262
leaf_weight=2216.125920176506 691.30617868900299 6016.1080909967422 95.278606653213501 124.11764061450958 79.985307335853577 85.336271166801453 39.745660543441772 76.478337287902832 135.51825344562531
leaf_count=1345 375 2727 52 57 34 73 34 31 52
internal_value=0 -2.07765e-05 -0.000161478 -0.000708431 -0.00168375 -0.00264472 -3.21998e-05 -0.00137199 0.000567547
internal_weight=0 8868.69 2852.59 636.46 260.6 180.615 375.86 116.224 259.636
internal_count=4780 4405 1678 333 159 125 174 65 109
is_linear=0
shrinkage=0.06


Tree=1106
num_leaves=10
num_cat=0
split_feature=28 67 15 50 40 129 107 33 124
split_gain=0.0138438 0.0581022 0.061885 0.0680473 0.0781956 0.0617704 0.0771645 0.083268 0.0769726
threshold=0.0026012937305495147 0.00087947337306104611 0.014740333426743748 0.012636432424187662 0.0048403022810816774 0.0018488886416889729 0.00017767510871635753 0.0020932231564074759 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 6 -2 -8 -7
right_child=1 2 -4 4 -6 8 7 -9 -10
leaf_value=-4.1609995262135795e-05 0.0015289212508925712 6.552779727785967e-05 -0.0021836850569027567 0.0001607724724969628 -0.003175437173561081 0.0013897426125694396 -0.0014442534742583823 0.00020367245410552967 0.00013968642557736908
leaf_weight=7176.5294604301453 92.554910182952881 935.94990146160126 53.677111625671387 48.711864233016968 52.604550719261169 359.69873058795929 167.75598764419556 322.76135492324829 349.75639510154724
leaf_count=3700 30 422 41 22 45 111 114 163 132
internal_value=0 0.000125286 -0.000197163 -9.43636e-05 -0.00157142 0.000397446 -6.00876e-05 -0.000359915 0.000773474
internal_weight=0 2383.47 1090.94 1037.27 101.316 1292.53 583.072 490.517 709.455
internal_count=4780 1080 530 489 67 550 307 277 243
is_linear=0
shrinkage=0.06


Tree=1107
num_leaves=10
num_cat=0
split_feature=0 109 101 27 99 17 105 140 131
split_gain=0.0150594 0.0555276 0.0785408 0.0745759 0.107511 0.144772 0.119434 0.0734479 0.0991165
threshold=0.0087224207818508166 0.013032016810029747 0.018276390619575981 0.0011980500421486797 0.0084566329605877417 0.000490355829242617 0.0053125319536775359 0.0060143163427710542 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 -6 -7 8 -2
right_child=1 -3 -4 4 5 6 -8 -9 -10
leaf_value=-4.5611327373163728e-05 0.0005626835137399769 0.00047131322802062317 -0.0023344704364012042 -0.0001772168782126074 -0.001268598660726511 0.0027652395319672234 0.00025587174776152877 -0.0028062360736608419 -0.0021615489007465604
leaf_weight=6994.1670179367065 135.8075407743454 1008.0415660142899 54.65324342250824 879.9229691028595 75.598634600639343 159.5848982334137 119.34525144100189 58.449500799179077 74.429644584655762
leaf_count=3544 67 464 32 438 45 48 48 50 44
internal_value=0 0.000124331 -0.0001002 -1.89628e-05 0.000178205 0.00106035 0.00169156 -0.000924831 -0.000401768
internal_weight=0 2565.83 1557.79 1503.14 1234.45 354.529 278.93 268.687 210.237
internal_count=4780 1236 772 740 579 141 96 161 111
is_linear=0
shrinkage=0.06


Tree=1108
num_leaves=10
num_cat=0
split_feature=126 70 104 65 34 125 80 5 144
split_gain=0.0140901 0.0178526 0.0173353 0.0485861 0.0452417 0.0703209 0.0716375 0.0705028 0.0674029
threshold=0.0056525857653468856 0.0056525857653468856 0.0063990866765379914 0.041476719081401832 0.0021592099219560628 0.001792412775103003 0.0072436286136507997 0.00096484774257987748 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -4 -6
right_child=1 -3 3 -5 8 -7 -8 -9 -10
leaf_value=3.6763704843708193e-05 0.00016759123145051845 0.0013475382656765972 -0.0021105511583367829 0.001942005508965602 -0.00023758003178356421 -0.0025277044089307356 0.0011011982807455263 0.00089220288781425823 0.00067534243560494534
leaf_weight=6836.6663345098495 207.98379373550415 59.329203486442566 92.157353043556213 39.359944105148315 1787.3112832307816 71.21196186542511 77.647327303886414 40.528934121131897 347.80413150787354
leaf_count=3306 173 36 69 14 929 56 32 15 150
internal_value=0 0.000429476 -1.23543e-05 -0.000149081 -0.000183138 -0.000898045 -0.000346296 -0.00119336 -8.88676e-05
internal_weight=0 267.313 9292.69 2456.02 2416.66 281.546 210.334 132.686 2135.12
internal_count=4780 209 4571 1265 1251 172 116 84 1079
is_linear=0
shrinkage=0.06


Tree=1109
num_leaves=10
num_cat=0
split_feature=35 87 11 109 15 104 25 54 149
split_gain=0.013999 0.0601094 0.0630241 0.0448251 0.0547358 0.0689555 0.0530108 0.0644807 0.0644785
threshold=0.00073092587990686308 0.0092791137285530585 0.011880517937242987 0.0021592099219560628 0.0014881226234138014 0.00075379351619631063 0.00042089859198313212 0.0084566329605877417 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 7 -6 -8
right_child=-2 2 -4 4 6 -7 8 -9 -10
leaf_value=-0.00030901929511296705 -3.5714429296851449e-05 -0.0024975242063719084 0.00087030874932369617 -0.0001591862033388605 -0.00078893339635982031 0.002773760235641898 0.0015720702792539284 0.00049638816658658855 0.00026228263521721901
leaf_weight=429.81445014476776 7697.4997469186783 59.618490815162659 30.104453086853027 47.735732436180115 284.26927280426025 72.971367239952087 189.97863864898682 277.84574806690216 470.16236674785614
leaf_count=289 3708 51 11 31 194 28 74 159 235
internal_value=0 0.000147604 -0.00136753 0.000224287 0.000394971 0.00161388 0.000274595 -0.000153617 0.00063922
internal_weight=0 1862.5 89.7229 1772.78 1342.96 120.707 1222.26 562.115 660.141
internal_count=4780 1072 62 1010 721 59 662 353 309
is_linear=0
shrinkage=0.06


Tree=1110
num_leaves=10
num_cat=0
split_feature=70 25 87 85 115 92 123 46 127
split_gain=0.0141027 0.0282624 0.023166 0.0266598 0.0242079 0.0482687 0.0435753 0.0304633 0.0234074
threshold=0.017188700847327713 0.011519505176693203 0.0022975050378590827 0.00017767510871635753 0.0016846025246195497 0.002945306478068233 0.0013986918493174019 0.0020292587578296666 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 8 6 7 -6 -2
right_child=1 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-2.0467873523408672e-05 0.00041763411554966473 0.0013050534457752789 -0.00017113462167158344 0.0013923785201660078 -0.0012606945449080103 0.00041117194236994607 2.8718256710098469e-05 -0.0041491466327719132 -0.0012870746330399337
leaf_weight=8860.9933036565781 260.11803960800171 82.130429148674011 67.512133598327637 93.820329308509827 25.717780351638794 76.574766397476196 33.611423134803772 26.886770367622375 32.635291337966919
leaf_count=4423 134 26 43 36 22 36 14 23 23
internal_value=0 0.000259462 0.000120253 0.000738102 -9.85605e-05 -0.000685105 -0.00165879 -0.00273701 0.000227598
internal_weight=0 699.007 616.877 161.332 455.544 162.791 86.216 52.6046 292.753
internal_count=4780 357 331 79 252 95 59 45 157
is_linear=0
shrinkage=0.06


Tree=1111
num_leaves=10
num_cat=0
split_feature=58 46 148 100 135 82 52 143 40
split_gain=0.0141733 0.0332156 0.0649434 0.0823257 0.0634096 0.0726614 0.126277 0.0630503 0.0548181
threshold=0.0062037324532866487 0.0062037324532866487 0.013032016810029747 0.0044099434744566688 0.00064626874518580746 0.00047558375808876013 0.016164712607860569 0.0011261500185355546 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 -2 -7 -5
right_child=1 2 3 8 -6 7 -8 -9 -10
leaf_value=-4.3211097891436056e-05 -0.002900593883672089 0.00016131598082219989 -0.0025142787057416348 0.0015735574019105343 -0.00011674546258314824 -0.0002293384707577172 0.0011594721625196739 0.001171834613952701 -0.0008147558660930262
leaf_weight=7082.2980297803879 52.604550719261169 674.73561954498291 82.805432915687561 45.301323294639587 712.81830382347107 145.73803555965424 57.967355251312256 559.30673599243164 146.424880027771
leaf_count=3285 45 410 61 24 477 105 25 267 81
internal_value=0 0.000123515 -0.000155242 -0.00093327 0.000296644 0.00065793 -0.000772103 0.000882202 -0.000250442
internal_weight=0 2477.7 949.267 274.532 1528.43 815.617 110.572 705.045 191.726
internal_count=4780 1495 576 166 919 442 70 372 105
is_linear=0
shrinkage=0.06


Tree=1112
num_leaves=10
num_cat=0
split_feature=117 42 110 127 68 0 110 61 67
split_gain=0.0138763 0.0331919 0.0601761 0.0552269 0.0493645 0.0484426 0.0364207 0.035265 0.0279151
threshold=0.04673989117145539 0.011519505176693203 0.004017772153019906 0.001792412775103003 0.0035485138650983576 0.0034400182776153092 0.00075379351619631063 0.0027679565828293566 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 6 -3 -2 -4 -6
right_child=1 5 3 -5 8 -7 -8 -9 -10
leaf_value=-2.0182011445837876e-05 0.00050312121645937292 -0.00047241772256182503 0.00083376688727598478 0.0025241809609728647 -0.00095982773620185914 0.0019446688457660701 -0.0012567159567748812 -0.0011731310517963008 -0.0032397699081279843
leaf_weight=8868.6940882205963 174.28778219223022 45.494181513786316 116.91084229946136 53.194966077804565 90.988363027572632 86.806389212608337 55.918662548065186 43.156201481819153 24.548790335655212
leaf_count=4405 95 34 41 16 68 30 38 32 21
internal_value=0 0.000258913 5.66553e-05 0.000849294 -0.000432261 0.00111351 7.56452e-05 0.000292681 -0.00144426
internal_weight=0 691.306 559.006 213.262 345.744 132.301 230.206 160.067 115.537
internal_count=4780 375 311 89 222 64 133 73 89
is_linear=0
shrinkage=0.06


Tree=1113
num_leaves=10
num_cat=0
split_feature=122 54 8 85 91 131 129 60 28
split_gain=0.0151237 0.0221517 0.0350423 0.0430687 0.0321168 0.0359218 0.0237622 0.0272884 0.0198181
threshold=0.0048403022810816774 0.004017772153019906 0.004017772153019906 0.00093549740267917525 0.00057154725072905432 0.0011261500185355546 0.007706565549597145 0.0022272822679951791 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 4 -3 -4 -2 -6 7 -7 -1
right_child=1 2 3 -5 5 6 -8 -9 -10
leaf_value=-7.0091676540875246e-05 -0.00042427784367737788 0.00038105216429880226 6.2807162806963817e-05 -0.0030062181826319566 0.0021959667677856512 0.0005430382601938564 0.0011550623321263033 -0.0014707568652216198 0.00013580654899984668
leaf_weight=6759.0680735111237 89.337227463722229 119.44168055057526 36.045832276344299 30.297311305999756 59.136345267295837 78.816317319869995 112.04202401638031 34.973271369934082 2240.8421838283539
leaf_count=3515 42 53 21 21 26 33 27 25 1017
internal_value=0 0.000302511 -0.000233081 -0.00133874 0.00056835 0.000879538 0.000534817 -7.59024e-05 -1.88261e-05
internal_weight=0 560.09 185.785 66.3431 374.305 284.968 225.832 113.79 8999.91
internal_count=4780 248 95 42 153 111 85 58 4532
is_linear=0
shrinkage=0.06


Tree=1114
num_leaves=10
num_cat=0
split_feature=91 97 145 35 137 96 51 97 62
split_gain=0.0132605 0.0604062 0.0492445 0.057715 0.0413376 0.0395186 0.0590808 0.0549803 0.052508
threshold=0.0095705352723598498 0.0016846025246195497 0.0026833302108570938 0.0012357163941487672 0.00077738583786413084 0.011169348377734424 0.0079489401541650313 0.00057154725072905432 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1 7 8 -7
right_child=1 -3 3 4 -6 6 -8 -9 -10
leaf_value=5.6479368791577135e-06 0.00071711906588423871 -0.0016598362525608143 0.00087316892547193803 -0.00038356388740798392 -0.0034837512976828773 -0.0015804852532331523 0.00076883437156121076 -0.0036909285968902668 0.00032487320437346161
leaf_weight=8611.986589550972 463.73884201049805 53.580682516098022 47.63930332660675 31.562730431556702 30.39374041557312 129.46860444545746 77.647327303886414 26.886770367622375 87.09567654132843
leaf_count=4269 200 36 26 27 26 96 32 23 45
internal_value=0 0.000266746 0.000446794 -0.000697047 -0.00190441 -1.872e-05 -0.000672278 -0.00113191 -0.000814207
internal_weight=0 626.915 573.335 109.596 61.9565 8933.08 321.098 243.451 216.564
internal_count=4780 315 279 79 53 4465 196 164 141
is_linear=0
shrinkage=0.06


Tree=1115
num_leaves=10
num_cat=0
split_feature=18 86 87 79 40 65 100 45 138
split_gain=0.0137834 0.0599172 0.120626 0.104016 0.160792 0.101347 0.0965588 0.103169 0.11181
threshold=0.001792412775103003 0.0010585968848317864 0.00017767510871635753 0.00082683752407319855 0.0036604277556762104 0.00043393640953581786 0.00057154725072905432 0.010180860292166473 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3 -7 8 -8
right_child=1 5 3 -5 -6 6 7 -9 -10
leaf_value=4.2003031362009104e-05 -0.00071619830514844853 0.00041259431918322777 -0.0036082037470260547 0.00072518370755948432 0.00034942234522298372 -0.0032618699868793605 -0.0017696280074422858 -0.0032026537397460125 0.0001446139445248095
leaf_weight=7134.8196955919266 445.71000552177429 296.36857080459595 53.773540735244751 880.23593783378601 118.17626142501831 58.160213470458984 157.82549285888672 53.580682516098022 361.34986615180969
leaf_count=3743 219 106 46 335 47 35 76 36 137
internal_value=0 -0.000123572 0.000111078 0.000461516 -0.000888239 -0.000502615 -0.000932529 -0.000695997 -0.000437302
internal_weight=0 2425.18 1497.9 1052.19 171.95 927.285 630.916 572.756 519.175
internal_count=4780 1037 647 428 93 390 284 249 213
is_linear=0
shrinkage=0.06


Tree=1116
num_leaves=10
num_cat=0
split_feature=39 28 11 80 145 72 113 29 124
split_gain=0.0139699 0.0544262 0.0513859 0.102262 0.0513795 0.0454791 0.0393333 0.0317008 0.0271162
threshold=0.028884131461381916 0.00039601318712811922 0.00747153488919139 0.0062037324532866487 0.00093549740267917525 0.0062037324532866487 0.00068727668258361529 0.0068083447404205808 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 5 -5 -4 -3 -8 -7
right_child=1 2 3 4 -6 8 7 -9 -10
leaf_value=-1.806040944649938e-05 -0.0014095463276708035 0.0019450903433924057 0.0021377395913074085 -0.00054220981777642458 -0.0032569526273618869 0.0013008847362079401 -0.00089171401668073909 0.0014638469249109401 -0.00060075652456558957
leaf_weight=9001.850680232048 60.401764392852783 117.69411587715149 67.029988050460815 82.130429148674011 36.142261385917664 45.108465075492859 42.963343262672424 39.45637321472168 67.222846269607544
leaf_count=4573 32 22 18 26 26 14 22 19 28
internal_value=0 0.000291279 0.000497674 -2.20589e-06 -0.00137179 0.000900913 0.00124116 0.000235952 0.000162878
internal_weight=0 558.15 497.748 297.634 118.273 179.361 200.114 82.4197 112.331
internal_count=4780 207 175 112 52 60 63 41 42
is_linear=0
shrinkage=0.06


Tree=1117
num_leaves=10
num_cat=0
split_feature=148 33 146 19 4 146 87 99 150
split_gain=0.0132733 0.0436542 0.0538556 0.0709141 0.0512415 0.0773004 0.111704 0.110603 0.0692319
threshold=0.0038949446752667431 0.017724351026117805 0.021960759535431865 0.010180860292166473 0.001792412775103003 0.0051502294372767219 0.0026833302108570938 0.0019672545604407792 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 8 7 -7 -1
right_child=-2 -3 3 -5 -6 6 -8 -9 -10
leaf_value=-0.00030796655098347229 -5.1570532030140581e-05 0.00099378601247341399 -0.00033551027916477806 -0.0032557399746102455 -0.00026565124689624829 -0.0010823228743842466 0.002804885544680895 0.0010786380941330915 0.00050965926664702931
leaf_weight=840.7440425157547 6239.8673295974731 184.51940500736237 134.83140897750854 38.480241417884827 926.38144171237946 116.60971426963806 91.482349276542664 317.21753287315369 669.86680126190186
leaf_count=493 2943 89 76 28 522 85 34 114 396
internal_value=0 9.69218e-05 4.41446e-05 -0.000983886 0.00010429 0.000272621 0.000899567 0.000497787 5.46023e-05
internal_weight=0 3320.13 3135.61 173.312 2962.3 2035.92 525.31 433.827 1510.61
internal_count=4780 1837 1748 104 1644 1122 233 199 889
is_linear=0
shrinkage=0.06


Tree=1118
num_leaves=10
num_cat=0
split_feature=35 144 144 36 102 75 22 39 40
split_gain=0.0142597 0.0796588 0.058063 0.0707035 0.121247 0.0581487 0.131357 0.105329 0.0852598
threshold=0.0081988852471113222 0.0062037324532866487 0.0053125319536775359 0.013439828064292671 0.00017767510871635753 0.0062037324532866487 0.00099512818269431613 0.0019071503775194289 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 7 -7 8 -4
right_child=1 -3 5 4 -6 6 -8 -9 -10
leaf_value=-9.9235120789172007e-05 0.00034366567805502559 -0.00053831810366425999 -0.001036324596090284 0.00044600141529057321 -0.003970613341211968 0.00021832448807667472 -0.0020921737673368175 0.0011582469871328131 0.00086231605993657514
leaf_weight=5817.6589384078979 1591.3185176849365 479.80357420444489 192.2083488702774 44.035904169082642 45.494181513786316 615.9240837097168 103.46153676509857 517.23493611812592 152.8602454662323
leaf_count=3108 722 258 130 18 34 222 59 172 57
internal_value=0 0.000139342 -3.85364e-05 -0.000124986 -0.00179828 0.00028433 -0.00011397 0.000616615 -0.000195255
internal_weight=0 2071.12 7488.88 5907.19 89.5301 1581.69 719.386 862.304 345.069
internal_count=4780 980 3800 3160 52 640 281 359 187
is_linear=0
shrinkage=0.06


Tree=1119
num_leaves=10
num_cat=0
split_feature=7 54 32 8 21 60 134 77 4
split_gain=0.0130375 0.0383346 0.057249 0.0563728 0.0425192 0.0501477 0.058471 0.0409613 0.0572906
threshold=0.014293605927377941 0.0035485138650983576 0.00062670491752214741 0.00068727668258361529 0.0026012937305495147 0.00039601318712811922 0.0003614811430452392 0.004017772153019906 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 -7 -9
right_child=1 -3 4 -5 -6 6 -8 8 -10
leaf_value=-1.9464532798220248e-05 -8.0449971425266523e-05 0.0008575937584069139 0.0018756301272260319 -0.0033427432906534427 -0.0010736991478901858 0.00043977462587255103 0.0015984218852241043 -7.2734419536153266e-05 -0.0033735148964267837
leaf_weight=8875.1057722568512 41.794353246688843 242.98074650764465 76.381908178329468 35.069700479507446 71.995235443115234 75.212918162345886 64.692008018493652 42.86691415309906 33.900710463523865
leaf_count=4499 21 80 26 30 37 25 16 17 29
internal_value=0 0.000252228 -8.06243e-05 -0.00156889 0.000232742 0.000553698 8.76872e-05 -0.000555372 -0.00153036
internal_weight=0 684.894 441.914 76.8641 365.05 293.054 216.673 151.981 76.7676
internal_count=4780 281 201 51 150 113 87 71 46
is_linear=0
shrinkage=0.06


Tree=1120
num_leaves=10
num_cat=0
split_feature=72 125 150 109 60 148 54 117 19
split_gain=0.0139195 0.0492337 0.122922 0.12565 0.0856976 0.091603 0.0436125 0.0337201 0.0988014
threshold=0.00082683752407319855 0.0056525857653468856 0.0011615398107096555 0.00066645268816500913 0.00085274505545385193 0.00087947337306104611 0.00046126570669002836 0.00062670491752214741 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 -4 -5 8 -1
right_child=-2 2 4 6 -6 -7 -8 -9 -10
leaf_value=-0.0001299711423357596 -3.398417497482071e-05 0.0018886528345403272 0.0028246838763181783 -0.0002852174214981518 0.0038068062693038724 -0.0011713815467883505 -0.0030248634590086718 -0.00012347332122635254 0.0024253335643703916
leaf_weight=183.04928696155548 7833.9095437526703 53.194966077804565 41.697924137115479 37.118393182754517 61.281467080116272 40.914650559425354 47.928590655326843 1183.3545463085175 77.550898194313049
leaf_count=132 3687 16 16 17 18 35 41 791 27
internal_value=0 0.000154238 0.000879172 -0.000398558 0.00210671 0.000845595 -0.00182916 1.25925e-05 0.000630451
internal_weight=0 1726.09 282.136 138.242 143.894 82.6126 85.047 1443.95 260.6
internal_count=4780 1093 143 74 69 51 58 950 159
is_linear=0
shrinkage=0.06


Tree=1121
num_leaves=10
num_cat=0
split_feature=99 50 133 75 43 148 45 62 144
split_gain=0.0149781 0.0325087 0.0608539 0.0597139 0.0685602 0.085994 0.0779977 0.120635 0.0670303
threshold=0.00017767510871635753 0.0053125319536775359 0.029773407615721229 0.0084566329605877417 0.00046126570669002836 0.014740333426743748 0.0022975050378590827 0.00046126570669002836 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 -5 -6 -8 -3
right_child=1 3 -4 4 6 -7 7 -9 -10
leaf_value=0.00014497583395336843 -0.00022702332927635718 -5.9415381767950362e-05 0.00073099194837944242 0.00070512354289074494 -0.00036749121117353337 -0.0016388212395057186 0.0035205888037128904 0.00056879308652746732 0.0015586262746763303
leaf_weight=2022.6758335828781 3543.6739327907562 3106.5934808254242 255.93606579303741 183.84440124034882 70.826245427131653 81.250726461410522 93.627471089363098 106.58279037475586 94.989319324493408
leaf_count=1091 1684 1674 96 54 36 40 26 42 37
internal_value=0 -3.89049e-05 -0.000162493 8.67296e-05 0.000672777 -1.32873e-05 0.0013438 0.00194919 -1.14089e-05
internal_weight=0 7537.32 3799.61 3737.71 536.132 265.095 271.037 200.21 3201.58
internal_count=4780 3689 1780 1909 198 94 104 68 1711
is_linear=0
shrinkage=0.06


Tree=1122
num_leaves=10
num_cat=0
split_feature=55 13 128 20 96 117 53 87 138
split_gain=0.0137292 0.0496968 0.0786507 0.0604767 0.0553585 0.0373752 0.0776022 0.0430304 0.0793167
threshold=0.0015349716995842757 0.0026833302108570938 0.0070226341485977182 0.00055427959887310873 0.0010918468469753864 0.0012357163941487672 0.00070876078098081063 0.00043393640953581786 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -2 8 -8
right_child=5 2 4 -5 -6 -7 7 -9 -10
leaf_value=1.1606239301032866e-07 0.00036670197304017023 -0.0017352469575911236 -0.0012547823890232453 0.00078834002878457141 -0.0048290614523759179 0.00056494132953391796 -0.0046073972167260668 -1.1641905974640143e-05 -0.00058710878119524665
leaf_weight=8496.9079003334045 240.93205380439758 54.65324342250824 39.649231433868408 91.289491057395935 25.717780351638794 497.94068050384521 32.731720447540283 41.794353246688843 38.383812308311462
leaf_count=4323 93 32 29 24 22 185 28 21 23
internal_value=0 -2.24877e-05 -0.000931399 -0.000156703 -0.00266103 0.000229903 -0.000241576 -0.00153955 -0.00243749
internal_weight=0 8708.22 211.31 145.943 65.367 851.783 353.842 112.91 71.1155
internal_count=4780 4430 107 56 51 350 165 72 51
is_linear=0
shrinkage=0.06


Tree=1123
num_leaves=10
num_cat=0
split_feature=24 19 58 141 95 78 14 51 104
split_gain=0.0142122 0.044015 0.0620341 0.0712428 0.0392167 0.0645233 0.066143 0.0747511 0.050548
threshold=0.00047558375808876013 0.011880517937242987 0.0020932231564074759 0.00017767510871635753 0.00039601318712811922 0.0015833032084628942 0.00040826165059115743 0.00080172589514404546 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 8 -6 -7 -8 -1
right_child=-2 2 -4 -5 5 6 7 -9 -10
leaf_value=0.00070855006065992311 -2.9529099653486575e-05 0.0001081851765249262 0.00095888723346143872 -0.003598424216741248 -0.00041273921019183553 0.0017287484741479726 0.0015240576398018477 -0.00048320491203941794 -0.00049350302933199393
leaf_weight=191.34048688411713 8220.6286994218826 33.611423134803772 40.528934121131897 41.987211465835571 169.0214067697525 217.35939526557922 112.3313113451004 164.74300384521484 368.44839465618134
leaf_count=85 4126 14 15 31 120 63 42 77 207
internal_value=0 0.00018124 -0.000935083 -0.00195045 0.000287217 0.000599276 0.000945232 0.000330578 -8.26313e-05
internal_weight=0 1339.37 116.128 75.5986 1223.24 663.455 494.434 277.074 559.789
internal_count=4780 654 60 45 594 302 182 119 292
is_linear=0
shrinkage=0.06


Tree=1124
num_leaves=10
num_cat=0
split_feature=142 15 60 69 50 114 23 84 77
split_gain=0.0140514 0.0578234 0.0678544 0.0805744 0.067619 0.0641677 0.0806035 0.0624476 0.0952015
threshold=0.021960759535431865 0.0044099434744566688 0.0011261500185355546 0.0012745757703669371 0.015200819820165636 0.0054799309000372895 0.0037758676335215573 0.000490355829242617 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 7 -4 5 6 -2 8 -3
right_child=1 2 3 -5 -6 -7 -8 -9 -10
leaf_value=-2.6468172227982616e-05 0.00041106528149559014 -0.0002549811117068045 -0.0019801833598212743 0.0002857189120634099 0.00096832382318773379 0.00038844879715093451 -0.0027226572777688876 -0.00010734853084882559 0.0021817869436865649
leaf_weight=8442.2546569108963 41.697924137115479 80.371023774147034 67.608562707901001 343.7185868024826 79.985307335853577 71.802377223968506 101.4128440618515 126.35919153690338 204.78979241847992
leaf_count=4291 16 54 48 117 34 27 72 54 67
internal_value=0 0.000199912 0.000458262 -8.67204e-05 -0.000520954 -0.00107523 -0.00180959 0.00100299 0.001495
internal_weight=0 1117.75 822.847 411.327 294.898 214.913 143.111 411.52 285.161
internal_count=4780 489 340 165 149 115 88 175 121
is_linear=0
shrinkage=0.06


Tree=1125
num_leaves=10
num_cat=0
split_feature=99 23 78 83 19 77 18 69 31
split_gain=0.0141859 0.0373506 0.0775914 0.0412536 0.0823831 0.0986123 0.0693245 0.0570227 0.0445637
threshold=0.00017767510871635753 0.059226244688034065 0.0015833032084628942 0.018276390619575981 0.0016846025246195497 0.00044738779251929378 0.00075379351619631063 0.004017772153019906 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 7 -5 -6 -7
right_child=-2 2 -4 4 5 8 -8 -9 -10
leaf_value=0.0002357544479472818 -3.7862148188898399e-05 -0.00021181551046206741 0.0023857376525666407 -0.00026063224349164574 -0.0016384714554984556 -0.0018719816999397149 0.0021083482123612943 0.0018516723461106499 -0.0048385080860975736
leaf_weight=1355.9302859306335 7537.3244333267212 88.553953886032104 77.743756413459778 306.19079577922821 35.069700479507446 43.156201481819153 52.025976061820984 32.44243311882019 31.562730431556702
leaf_count=678 3689 61 37 198 30 32 15 13 27
internal_value=0 0.00014109 0.00100253 6.39203e-05 -0.000401653 -0.00162336 8.3429e-05 3.86901e-05 -0.0031251
internal_weight=0 2022.68 166.298 1856.38 500.448 142.231 358.217 67.5121 74.7189
internal_count=4780 1091 98 993 315 102 213 43 59
is_linear=0
shrinkage=0.06


Tree=1126
num_leaves=10
num_cat=0
split_feature=39 96 94 67 146 96 22 30 128
split_gain=0.0133937 0.0528507 0.0715964 0.0664085 0.0837426 0.113822 0.0886066 0.0827672 0.1013
threshold=0.0012745757703669371 0.0037758676335215573 0.0054799309000372895 0.0020292587578296666 0.013439828064292671 0.0018488886416889729 0.00017767510871635753 0.00057154725072905432 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 -4 -9
right_child=1 -3 3 -5 5 -7 -8 8 -10
leaf_value=9.1914152754333801e-05 -0.00039764699081068597 0.00015503518222022205 -2.3567046735575662e-05 -0.00065985749596698441 0.00019878695121890746 -0.0035315279723145106 0.00017037506819608973 0.003529504460704636 0.00080493083078450394
leaf_weight=3573.8037707805634 2327.636732339859 2508.5645788908005 87.09567654132843 261.28702962398529 98.592718482017517 41.987211465835571 464.42568647861481 100.54498207569122 96.061880230903625
leaf_count=2054 1106 1128 45 135 45 31 176 27 33
internal_value=0 -5.48734e-05 -0.000206289 0.000181026 0.000428252 -0.000915352 0.000680727 0.00151618 0.00219828
internal_weight=0 5986.2 3477.63 1150 888.708 140.58 748.128 283.703 196.607
internal_count=4780 2726 1598 492 357 76 281 105 60
is_linear=0
shrinkage=0.06


Tree=1127
num_leaves=10
num_cat=0
split_feature=35 144 146 82 12 117 19 49 106
split_gain=0.0139308 0.0657733 0.0597084 0.118997 0.0596058 0.0703821 0.0563033 0.0643846 0.0574751
threshold=0.0081988852471113222 0.0062037324532866487 0.013439828064292671 0.00062670491752214741 0.015200819820165636 0.0095705352723598498 0.0011615398107096555 0.00070876078098081063 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -3 8 -8
right_child=1 6 3 -5 -6 -7 7 -9 -10
leaf_value=-3.8089476987206325e-05 0.0011003732309533187 0.00028462446178887486 -0.001759043220999029 0.00033539427217809282 -0.00028582903755080738 -0.00018769379885238106 -0.00037911575779354007 0.00024436776238639154 -0.0025470112910270367
leaf_weight=7488.8781750202179 660.53856253623962 201.86139702796936 132.68628716468811 369.91851270198822 229.53144097328186 198.64371430873871 73.067796349525452 94.109616637229919 110.76476418972015
leaf_count=3800 270 94 84 164 98 106 33 51 80
internal_value=0 0.000137726 0.000323389 -0.000217531 0.000573106 0.000802571 -0.000478046 -0.00103195 -0.00168534
internal_weight=0 2071.12 1591.32 502.605 1088.71 859.182 479.804 277.942 183.833
internal_count=4780 980 722 248 474 376 258 164 113
is_linear=0
shrinkage=0.06


Tree=1128
num_leaves=10
num_cat=0
split_feature=67 1 25 33 108 64 43 78 60
split_gain=0.0137414 0.0282248 0.0284293 0.0221282 0.0209572 0.0182766 0.0152935 0.015203 0.0490783
threshold=0.0068083447404205808 0.00017767510871635753 0.030689206905663017 0.0005375427135732026 0.0022975050378590827 0.0011615398107096555 0.00017767510871635753 0.0031340263085439806 0.018276390619575981
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 3 4 -2 5 -3 -6 8 -1
right_child=1 2 -4 -5 6 -7 -8 -9 -10
leaf_value=3.1993912556223461e-05 -0.0014355159051658087 -0.00035464994806895913 -0.00058419295758445398 0.00024152009496539848 0.0021734637155818963 0.0010580923454305126 0.00083279739085225294 -7.4897558872466546e-05 0.0010636671324938116
leaf_weight=3203.6923998594284 49.001151561737061 63.812305331230164 56.798365235328674 67.12641716003418 57.870926141738892 68.198978066444397 65.077724456787109 5753.3509433269501 175.07105576992035
leaf_count=1880 37 30 24 23 20 19 36 2635 76
internal_value=0 0.000332322 0.000629736 -0.000466121 0.000900168 0.000375194 0.00146384 -1.5571e-05 8.54502e-05
internal_weight=0 427.886 311.758 116.128 254.96 132.011 122.949 9132.11 3378.76
internal_count=4780 189 129 60 105 49 56 4591 1956
is_linear=0
shrinkage=0.06


Tree=1129
num_leaves=10
num_cat=0
split_feature=122 131 145 124 12 1 95 18 117
split_gain=0.0145745 0.0254442 0.0897467 0.0441128 0.0214945 0.0238625 0.0379406 0.0318925 0.0239022
threshold=0.0048403022810816774 0.13848232477903369 0.0020932231564074759 0.0015349716995842757 0.00050559637020342063 0.0013986918493174019 0.0031340263085439806 0.00052132029668428015 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 6 7 -6 -7
right_child=4 2 -4 -5 5 8 -8 -9 -10
leaf_value=-5.9937496163592329e-06 0.0011701120043384099 0.0015865813738784292 -0.0033948413730980958 -0.0009731733433892796 -0.0010106397255543098 -8.8272338017890233e-05 -0.0020800048519371865 0.00070211498508509411 0.0010382768075475025
leaf_weight=8864.1027165651321 85.926686525344849 41.601495027542114 36.142261385917664 58.06378436088562 64.005163550376892 128.60074245929718 37.407680511474609 100.73784029483795 143.41189622879028
leaf_count=4465 44 11 26 30 40 51 32 37 44
internal_value=0 -1.84811e-05 -0.000833527 9.52993e-05 0.000296967 0.000138738 -0.000355006 3.66837e-05 0.000505673
internal_weight=0 8999.91 135.808 99.6653 560.09 474.163 202.151 164.743 272.013
internal_count=4780 4532 67 41 248 204 109 77 95
is_linear=0
shrinkage=0.06


Tree=1130
num_leaves=10
num_cat=0
split_feature=52 24 110 18 95 105 147 44 49
split_gain=0.0139012 0.0408817 0.0569343 0.0535023 0.0541603 0.053653 0.0575041 0.0696624 0.0565716
threshold=0.00047558375808876013 0.00087947337306104611 0.00075379351619631063 0.00038414125447161501 0.0016846025246195497 0.0068083447404205808 0.0010585968848317864 0.00073092587990686308 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -3 -8 -9
right_child=-2 3 -4 4 -6 -7 7 8 -10
leaf_value=0.00076677397908648365 -2.721995724570816e-05 0.00018255791638150724 -0.00075606299978273961 0.0010552543819037149 -0.0010505725690991624 0.0013726357925951161 -0.00027003943659916879 -0.0035394891407849404 -0.00036883472318520406
leaf_weight=536.90306746959686 8374.6579349040985 96.640454888343811 105.79951679706573 169.03324747085571 59.42563259601593 39.359944105148315 76.671195507049561 73.549941897392273 27.959331274032593
leaf_count=238 4184 63 61 61 41 14 41 58 19
internal_value=0 0.000192314 0.00051609 -0.000191166 0.000507497 -0.000699204 -0.000995933 -0.00163512 -0.00266618
internal_weight=0 1185.34 642.703 542.64 228.459 314.181 274.821 178.18 101.509
internal_count=4780 596 299 297 102 195 181 118 77
is_linear=0
shrinkage=0.06


Tree=1131
num_leaves=10
num_cat=0
split_feature=108 132 123 18 8 99 143 71 30
split_gain=0.0146914 0.0438134 0.0391394 0.0322115 0.0311335 0.0611057 0.0601906 0.0595003 0.0745627
threshold=0.021960759535431865 0.0042751494329422721 0.0012745757703669371 0.00038414125447161501 0.004017772153019906 0.00099512818269431613 0.0025217677466571335 0.0092791137285530585 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 -2 8 -7
right_child=1 -3 3 -5 5 7 -8 -9 -10
leaf_value=-2.4477612531559779e-05 -0.00089674347747600901 0.0017300289247481756 0.0021601806454451533 0.00017739327083349859 -0.0024114583545783979 0.00032054261430257473 0.0006087855865096395 0.00065470611664593457 -0.0036758662794548588
leaf_weight=8625.8216115236282 128.29961442947388 64.884866237640381 56.70193612575531 61.474325299263 52.604550719261169 35.949403166770935 375.07661831378937 127.62461066246033 31.562730431556702
leaf_count=4271 95 26 19 28 45 16 193 60 27
internal_value=0 0.000226016 0.000113755 0.00112875 -4.59379e-05 -0.000596566 0.000225059 -0.000107312 -0.00154783
internal_weight=0 934.179 869.294 118.176 751.118 247.741 503.376 195.137 67.5121
internal_count=4780 509 483 47 436 148 288 103 43
is_linear=0
shrinkage=0.06


Tree=1132
num_leaves=10
num_cat=0
split_feature=76 125 69 18 117 58 45 72 88
split_gain=0.0138061 0.0161839 0.0192816 0.0190877 0.0147025 0.0515753 0.0908817 0.0670058 0.0746946
threshold=0.004017772153019906 0.00042089859198313212 0.0014881226234138014 0.0005893622583243997 0.016668972559273246 0.0031340263085439806 0.0051502294372767219 0.00244467705488205 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 7 -6 -9
right_child=1 2 3 -5 5 -7 -8 8 -10
leaf_value=-5.4361990515287938e-05 -9.1970676350896786e-05 3.2074300682585714e-05 0.0022755490395840153 0.00060569059097267291 -0.00095568802016025032 -0.00019864136836442525 0.0010159527528101303 0.0016982824567755661 -9.2775504429831054e-05
leaf_weight=7137.9883120059967 137.84439277648926 72.380951881408691 42.86691415309906 57.967355251312256 207.40521907806396 960.66786861419678 490.04703772068024 111.06589221954346 341.7663232088089
leaf_count=3490 113 57 17 25 143 571 193 36 135
internal_value=0 0.000393172 0.000779248 0.00131558 -1.32231e-05 0.000125884 0.000396914 -6.25547e-05 0.000346516
internal_weight=0 311.06 173.215 100.834 9248.94 2110.95 1150.28 660.237 452.832
internal_count=4780 212 99 42 4568 1078 507 314 171
is_linear=0
shrinkage=0.06


Tree=1133
num_leaves=10
num_cat=0
split_feature=112 38 97 149 145 149 142 117 133
split_gain=0.013748 0.0278017 0.0306229 0.026083 0.0446039 0.0343824 0.0304524 0.0255626 0.0193342
threshold=0.0062037324532866487 0.0060143163427710542 0.0014427106943912806 0.0030382014811038975 0.00080172589514404546 0.0041444667149335155 0.0062037324532866487 0.010829726699739696 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 -5 7 -6 -1
right_child=1 -3 -4 5 6 -7 -8 -9 -10
leaf_value=-0.00011154922835470334 0.00089327858203493756 0.0015581530288369667 -0.0012649367219013175 0.0024616397062913438 -0.0013654354029266147 0.00042093007378165632 -0.0022800076799634598 0.00075755884650109413 6.4904634958584911e-05
leaf_weight=4237.8729847669601 77.743756413459778 55.532946109771729 50.073712468147278 33.707852244377136 39.745660543441772 251.34469413757324 40.914650559425354 41.987211465835571 4731.0767982006073
leaf_count=2209 37 18 33 19 34 156 35 31 2208
internal_value=0 0.000280285 0.000147771 0.000293492 -0.000231054 0.000662247 -0.000943746 -0.000274826 -1.84707e-05
internal_weight=0 591.05 535.518 485.444 200.391 285.053 122.648 81.7329 8968.95
internal_count=4780 363 345 312 137 175 100 65 4417
is_linear=0
shrinkage=0.06


Tree=1134
num_leaves=10
num_cat=0
split_feature=55 117 64 94 129 0 81 130 67
split_gain=0.0130314 0.0334104 0.0359157 0.0764749 0.0862833 0.0704151 0.0365215 0.0306355 0.0563513
threshold=0.00090704852482303988 0.0012357163941487672 0.0011615398107096555 0.00066645268816500913 0.019431582652032379 0.007706565549597145 0.00080172589514404546 0.00055427959887310873 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 8 -3
right_child=1 7 -4 4 -6 -7 -8 -9 -10
leaf_value=-2.676988400853577e-05 -0.00076873277512298549 0.0015747263155408916 0.00045605735274460658 -0.0022662363391115175 -0.0038448420890100417 0.00086732190863730927 0.0012513359549541682 -0.00011542200962773748 0.00024413316661479296
leaf_weight=8341.8061039447784 55.725804328918457 172.34735929965973 171.46765661239624 50.073712468147278 43.156201481819153 53.29139518737793 76.381908178329468 253.88737308979034 341.86275231838226
leaf_count=4269 28 54 68 33 32 21 26 109 140
internal_value=0 0.000183312 -0.000227166 -0.00064762 -0.00159149 -0.000650684 0.000399229 0.000423847 0.000690107
internal_weight=0 1218.19 450.097 278.629 146.521 103.365 132.108 768.097 514.21
internal_count=4780 511 208 140 86 54 54 303 194
is_linear=0
shrinkage=0.06


Tree=1135
num_leaves=10
num_cat=0
split_feature=35 144 106 39 87 115 117 106 50
split_gain=0.0133196 0.0493728 0.0981869 0.0856835 0.0888883 0.11341 0.100284 0.158748 0.134424
threshold=0.0081988852471113222 0.0053125319536775359 0.00017767510871635753 0.0012745757703669371 0.00017767510871635753 0.015675474889576439 0.00747153488919139 0.00017767510871635753 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 -5 -8
right_child=-2 2 -4 4 -6 -7 8 -9 -10
leaf_value=0.00015436337349851133 0.00013467072416143756 -0.00090343305082919473 0.0004524870406278578 0.00084293845063290382 -0.0001377789320502273 -0.003840523521279891 -0.0030679984923967368 -0.0020042574533826732 0.00040151084675193544
leaf_weight=2451.2976123094559 2071.1220918893814 223.97577822208405 1357.7133727073669 91.385920166969299 2621.7637522220612 43.252630591392517 45.494181513786316 308.43234670162201 345.56258058547974
leaf_count=1497 980 108 532 29 1215 37 34 195 153
internal_value=0 -3.72445e-05 0.000260481 -0.000116963 -0.000309417 -0.000848895 -0.000685284 -0.00135348 -2.11978e-06
internal_weight=0 7488.88 1581.69 5907.19 3455.89 834.128 790.875 399.818 391.057
internal_count=4780 3800 640 3160 1663 448 411 224 187
is_linear=0
shrinkage=0.06


Tree=1136
num_leaves=10
num_cat=0
split_feature=126 12 46 128 72 35 37 115 149
split_gain=0.0127904 0.0172838 0.0304751 0.0308672 0.0202345 0.0603948 0.0482711 0.058284 0.087778
threshold=0.0045489775948226461 0.052634395658969886 0.0095705352723598498 0.028884131461381916 0.024066280573606495 0.00087947337306104611 0.0027679565828293566 0.024810968898236755 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 -7 8 -8
right_child=-2 2 -4 -5 5 6 7 -9 -10
leaf_value=-5.9688988828458441e-05 0.00035420861630298982 0.00061451020763093629 0.0014901716009819523 -0.0010693256983155056 -0.0016354546052516222 0.00054082118386692291 -0.0040376505083967989 0.00074739435219401827 -0.00029019099711030308
leaf_weight=7935.1785959005356 353.43254196643829 115.83828139305115 75.020059943199158 59.232774376869202 59.232774376869202 784.36691582202911 32.731720447540283 72.971367239952087 71.995235443115234
leaf_count=3990 263 45 15 31 31 312 28 28 37
internal_value=0 -1.35978e-05 0.000478375 4.48085e-05 -2.73351e-05 0.000224045 0.000338531 -0.000554385 -0.00146143
internal_weight=0 9206.57 250.091 175.071 8956.48 1021.3 962.065 177.698 104.727
internal_count=4780 4517 91 76 4426 436 405 93 65
is_linear=0
shrinkage=0.06


Tree=1137
num_leaves=10
num_cat=0
split_feature=99 23 44 101 40 128 69 115 94
split_gain=0.0128028 0.0321089 0.107672 0.0317086 0.0406448 0.113882 0.0857383 0.0416733 0.0829633
threshold=0.00017767510871635753 0.059226244688034065 0.0038949446752667431 0.0087224207818508166 0.0084566329605877417 0.0048403022810816774 0.00099512818269431613 0.0010263677686452868 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 6 -6 -1 -9
right_child=-2 2 -4 -5 5 -7 -8 8 -10
leaf_value=-0.00037022074515472605 -3.5969047229562499e-05 -0.00053523951102066195 0.0025205444401058827 0.00072652415157860512 -0.0033852438657406485 0.0010639542218079542 -0.00016961210076378778 -6.5992321355511918e-05 0.001146161101318804
leaf_weight=489.52937006950378 7537.3244333267212 86.40883207321167 79.888878226280212 227.1934609413147 67.704991817474365 70.633387207984924 53.387824296951294 652.7295081615448 295.19958078861237
leaf_count=345 3689 69 29 96 53 26 26 342 105
internal_value=0 0.000134035 0.000932749 6.24853e-05 -3.01164e-05 -0.000850705 -0.00196752 7.93325e-05 0.000311491
internal_weight=0 2022.68 166.298 1856.38 1629.18 191.726 121.093 1437.46 947.929
internal_count=4780 1091 98 993 897 105 79 792 447
is_linear=0
shrinkage=0.06


Tree=1138
num_leaves=10
num_cat=0
split_feature=75 23 88 64 134 115 144 23 127
split_gain=0.0124939 0.0304807 0.0579998 0.0426235 0.0388252 0.0364373 0.0599884 0.0624581 0.0420914
threshold=0.013860232196748258 0.012636432424187662 0.0020292587578296666 0.00082683752407319855 0.00046126570669002836 0.024810968898236755 0.0072436286136507997 0.0025217677466571335 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 8 -7 -8 -2
right_child=1 2 -4 -5 -6 6 7 -9 -10
leaf_value=-2.7241407774329127e-05 -0.00035516360025937365 0.0018156249951327371 -0.00030331815674384979 0.00089024119230437138 0.00079236609350017198 -0.0027282610781574493 0.00029672682266823527 -0.0022979444433522218 0.00078322627703192663
leaf_weight=8257.530552983284 397.68498575687408 105.12451303005219 83.395848274230957 183.06112766265869 144.58088624477386 51.242702484130859 126.35919153690338 45.397752404212952 165.62270653247833
leaf_count=4251 173 26 32 73 45 34 54 29 63
internal_value=0 0.000172708 0.000878267 5.33018e-05 -0.000111284 -0.000277441 -0.000926597 -0.000389081 -2.04563e-05
internal_weight=0 1302.47 188.52 1113.95 930.888 786.307 223 171.757 563.308
internal_count=4780 529 58 471 398 353 117 83 236
is_linear=0
shrinkage=0.06


Tree=1139
num_leaves=10
num_cat=0
split_feature=52 24 147 49 63 99 29 87 128
split_gain=0.0137539 0.0359399 0.0461022 0.0878983 0.113767 0.0511369 0.044751 0.0412376 0.0431049
threshold=0.00047558375808876013 0.00087947337306104611 0.0010585968848317864 0.00017767510871635753 0.0014881226234138014 0.00040826165059115743 0.0027679565828293566 0.0022975050378590827 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 -4 -6 8 -1
right_child=-2 2 3 -5 6 -7 -8 -9 -10
leaf_value=0.0010198420402743014 -2.707529078554519e-05 0.0006945538375009644 -0.0013431874373663027 0.00048133911309066813 0.0011117474477328438 -0.0039076232655706417 -0.0015159404507353029 -0.0010121958624666123 -6.7486485360410389e-05
leaf_weight=383.9463928937912 8374.6579349040985 158.01835107803345 54.749672532081604 172.82950484752655 62.546886205673218 57.280510783195496 37.214822292327881 59.329203486442566 199.42698788642883
leaf_count=176 4184 86 37 79 24 49 22 36 87
internal_value=0 0.000191292 -0.000168264 -0.000522746 -0.00134211 -0.00265437 0.000131522 0.000494869 0.000648137
internal_weight=0 1185.34 542.64 384.621 211.792 112.03 99.7617 642.703 583.373
internal_count=4780 596 297 211 132 86 46 299 263
is_linear=0
shrinkage=0.06


Tree=1140
num_leaves=10
num_cat=0
split_feature=122 131 88 94 1 51 19 131 81
split_gain=0.0137652 0.0216465 0.0818754 0.0560993 0.0226965 0.18186 0.0798046 0.0384734 0.0193939
threshold=0.0048403022810816774 0.13848232477903369 0.00064626874518580746 0.0028552538715302949 0.091400381177663817 0.0020932231564074759 0.0019672545604407792 0.0011261500185355546 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 -6 -7 -2
right_child=8 2 3 -5 5 7 -8 -9 -10
leaf_value=6.4510846005813627e-06 -0.00074763881152884945 0.0011668175074435339 -0.0034596262155541413 -0.0003943073314459043 -0.00089882728139064109 -0.0019526635216134272 0.0024739393628749337 -0.005100099084479069 0.00040889972740418198
leaf_weight=8707.0604972839355 58.256642580032349 49.784425139427185 41.987211465835571 44.035904169082642 50.170141577720642 29.128321290016174 50.856986045837402 26.886770367622375 501.83336699008942
leaf_count=4370 40 18 31 18 38 20 14 23 208
internal_value=0 -1.79607e-05 -0.000769725 -0.00189047 -6.44286e-06 -0.000721336 0.000799021 -0.00346341 0.000288605
internal_weight=0 8999.91 135.808 86.0231 8864.1 157.042 101.027 56.0151 560.09
internal_count=4780 4532 67 49 4465 95 52 43 248
is_linear=0
shrinkage=0.06


Tree=1141
num_leaves=10
num_cat=0
split_feature=22 32 36 75 44 133 140 72 32
split_gain=0.0137734 0.0524383 0.0540589 0.0430887 0.0345171 0.0336511 0.0287011 0.0170421 0.0538489
threshold=0.0036604277556762104 0.0019071503775194289 0.00037263428384903824 0.0032328735105693345 0.0033348383149132137 0.0042751494329422721 0.0079489401541650313 0.00082683752407319855 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 5 -3 -4 -2 -6 8 -1
right_child=1 3 4 -5 6 -7 -8 -9 -10
leaf_value=1.4381848684798211e-05 0.00069711563603452962 -0.0020665778724299143 0.00093637052284251598 0.00020404341833531609 0.00014441305107701155 0.002522077538688848 -0.0018762172549686147 -5.5764945085586718e-05 0.00096255665333096912
leaf_weight=1462.6585717201233 75.212918162345886 51.242702484130859 85.637399196624756 72.874938130378723 61.377896189689636 70.440528988838196 43.059772372245789 7384.5842983722687 252.91124129295349
leaf_count=966 25 34 29 23 23 16 27 3519 118
internal_value=0 0.000320376 0.000709952 -0.000733396 4.34703e-05 0.0015797 -0.000688695 -1.61892e-05 0.000154163
internal_weight=0 459.846 335.729 124.118 190.075 145.653 104.438 9100.15 1715.57
internal_count=4780 177 120 57 79 41 50 4603 1084
is_linear=0
shrinkage=0.06


Tree=1142
num_leaves=10
num_cat=0
split_feature=97 73 52 21 58 1 97 5 76
split_gain=0.0129264 0.0568176 0.0328937 0.0297435 0.0203861 0.0360548 0.0701377 0.0639027 0.099542
threshold=0.04273676127195359 0.0036604277556762104 0.0026012937305495147 0.00057154725072905432 0.0062037324532866487 0.0037758676335215573 0.0019071503775194289 0.0012745757703669371 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 -6 7 8 -7
right_child=1 2 -4 -5 5 6 -8 -9 -10
leaf_value=-6.5602084287133899e-05 0.0014696478362515508 -0.00091187785344957952 -0.0017607746095901617 0.00089133450128733621 0.00025983993176925766 -0.0022508519996526353 0.00082141182339684623 8.3221262595997561e-06 0.0010700147938580158
leaf_weight=6823.0478521585464 109.80047309398651 54.460385203361511 40.81822144985199 83.299419164657593 1900.5832042694092 146.02732288837433 148.3771436214447 211.7918918132782 41.794353246688843
leaf_count=3196 30 22 30 27 1139 120 63 132 21
internal_value=0 0.000395601 -0.000264788 0.000178473 -1.23045e-05 0.000136211 -0.000292567 -0.000706189 -0.00151189
internal_weight=0 288.378 178.578 137.76 9271.62 2448.57 547.991 399.614 187.822
internal_count=4780 109 79 49 4671 1475 336 273 141
is_linear=0
shrinkage=0.06


Tree=1143
num_leaves=10
num_cat=0
split_feature=124 17 20 20 109 137 46 102 106
split_gain=0.0132811 0.0378052 0.0433845 0.0505625 0.0631425 0.0453503 0.0896093 0.0464668 0.0416296
threshold=0.013860232196748258 0.0016331639490090313 0.0019071503775194289 0.00055427959887310873 0.0026012937305495147 0.00070876078098081063 0.0062037324532866487 0.00073092587990686308 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 7 -4 -2
right_child=1 -3 5 -5 -6 -7 -8 -9 -10
leaf_value=-3.2068205988783666e-05 1.7685249011360804e-05 -0.00027209623346706707 0.0016835652295854018 0.0011639867794549785 0.00071943958867408961 0.00082881061148014942 -0.0035798573684786708 -0.0010707963467455159 -0.0016313002512944152
leaf_weight=7929.5146633386612 170.49152481555939 510.30558443069458 33.611423134803772 300.85167264938354 365.14612352848053 67.222846269607544 37.311251401901245 64.101592659950256 81.443584680557251
leaf_count=4054 77 230 14 100 155 28 27 45 50
internal_value=0 0.000155957 0.000350959 0.00052623 0.000215299 -0.000444539 -0.00107849 -0.000123348 -0.000515386
internal_weight=0 1630.49 1120.18 917.933 617.081 202.247 135.024 97.713 251.935
internal_count=4780 726 496 382 282 114 86 59 127
is_linear=0
shrinkage=0.06


Tree=1144
num_leaves=10
num_cat=0
split_feature=142 46 51 18 47 89 113 79 1
split_gain=0.0141882 0.0724728 0.0898639 0.115548 0.0774136 0.0641377 0.0757659 0.0608982 0.0586526
threshold=0.021960759535431865 0.010829726699739696 0.0015833032084628942 0.0026833302108570938 0.0049928687512874612 0.0023699469165876512 0.0019071503775194289 0.0019672545604407792 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 8 6 -4 -6 -2
right_child=1 -3 3 -5 7 -7 -8 -9 -10
leaf_value=-2.6596750736955909e-05 -0.0011752455102801965 0.00080449065137831917 -0.0023859583106257127 -0.0036502696211446807 0.00049775619380343816 0.0010906384081386721 1.1379077788753407e-05 0.0027990166868411136 0.0010206015530153754
leaf_weight=8442.2546569108963 122.3582352399826 436.46635520458221 82.709003806114197 47.735732436180115 111.45160865783691 71.609519004821777 111.35517954826355 65.860998034477234 68.198978066444397
leaf_count=4291 85 157 56 31 56 17 51 17 19
internal_value=0 0.000200883 -0.000185822 -0.000932395 0.000450227 -0.000444052 -0.00101035 0.00135254 -0.000389369
internal_weight=0 1117.75 681.279 313.409 367.87 265.674 194.064 177.313 190.557
internal_count=4780 489 332 155 177 124 107 73 104
is_linear=0
shrinkage=0.06


Tree=1145
num_leaves=10
num_cat=0
split_feature=108 30 14 95 8 43 70 44 74
split_gain=0.0130418 0.0438867 0.0391119 0.0598799 0.0727522 0.0814061 0.0602489 0.0423113 0.0358668
threshold=0.021960759535431865 0.0031340263085439806 0.0034400182776153092 0.00899649551138282 0.0053125319536775359 0.00055427959887310873 0.0056525857653468856 0.0038949446752667431 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -5 -4 -3
right_child=1 8 7 6 5 -7 -8 -9 -10
leaf_value=-2.3062493349331426e-05 -0.00013902100142280452 0.0018284149198179844 -0.00017239389838189789 0.001158491526171536 -0.0040888206830333633 -0.00057982912195145655 -0.0013159662375853032 0.0019342389188460769 -0.00027165558275951657
leaf_weight=8625.8216115236282 338.6332288980484 97.230870246887207 63.908734440803528 174.87819755077362 39.745660543441772 59.329203486442566 44.421620607376099 74.140357255935669 41.890782356262207
leaf_count=4271 211 34 35 66 34 36 38 29 26
internal_value=0 0.00021295 4.09209e-05 -0.000151982 -0.000557428 -0.00198752 0.000657263 0.00095899 0.00119606
internal_weight=0 934.179 795.057 657.008 437.708 99.0749 219.3 138.049 139.122
internal_count=4780 509 449 385 281 70 104 64 60
is_linear=0
shrinkage=0.06


Tree=1146
num_leaves=10
num_cat=0
split_feature=52 100 0 78 145 98 118 125 107
split_gain=0.0136136 0.0391728 0.0380787 0.0398105 0.0569109 0.104716 0.0594593 0.0846466 0.051625
threshold=0.00047558375808876013 0.013032016810029747 0.035692447796463973 0.000490355829242617 0.00093549740267917525 0.00080172589514404546 0.0027679565828293566 0.0010585968848317864 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 7 -6 -5
right_child=-2 -3 -4 4 6 -7 -8 -9 -10
leaf_value=-0.00086880169256824396 -2.6936867595797543e-05 -0.0008768001494591309 0.0013071214985510729 0.00088761863392631483 0.0010186835894754479 -0.001578080641414775 0.001852906209643589 -0.0011953327076909951 -0.0011046625822739278
leaf_weight=115.63358247280121 8374.6579349040985 112.12661242485046 120.41781234741211 223.49363267421722 198.06513965129852 131.71015536785126 134.05997610092163 90.602646589279175 59.232774376869202
leaf_count=94 4184 91 44 83 76 93 36 48 31
internal_value=0 0.000190314 0.000301803 0.000174747 0.000318888 -0.000180738 0.000808714 0.000323782 0.000470225
internal_weight=0 1185.34 1073.22 952.798 837.164 414.437 422.728 288.668 282.726
internal_count=4780 596 505 461 367 207 160 124 114
is_linear=0
shrinkage=0.06


Tree=1147
num_leaves=10
num_cat=0
split_feature=142 60 145 144 92 42 42 86 137
split_gain=0.0129423 0.0547751 0.0695249 0.104251 0.0756919 0.0600665 0.0596079 0.0694233 0.0682986
threshold=0.021960759535431865 0.00085274505545385193 0.0023699469165876512 0.00052132029668428015 0.0020932231564074759 0.0015833032084628942 0.004017772153019906 0.0010585968848317864 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 8 -8 -3
right_child=1 6 -4 5 -6 -7 7 -9 -10
leaf_value=-2.5402158899970827e-05 0.00080577363962981133 -0.0015787919890100767 -0.00038303099253382268 0.00084883385926211091 -0.002314847347041858 0.0029856016534637142 -0.0010843349263254265 0.0011704346928471786 3.317592714982977e-05
leaf_weight=8442.2546569108963 95.085748434066772 161.62175023555756 152.36625921726227 83.395848274230957 39.649231433868408 109.60761487483978 67.608562707901001 180.14457297325134 228.26602184772491
leaf_count=4291 42 94 91 32 29 20 48 41 92
internal_value=0 0.000191861 0.000675912 0.00116822 -0.000112549 0.00206231 -0.0001726 0.000555138 -0.00063504
internal_weight=0 1117.75 480.105 327.738 134.735 193.003 637.641 247.753 389.888
internal_count=4780 489 214 123 71 52 275 89 186
is_linear=0
shrinkage=0.06


Tree=1148
num_leaves=10
num_cat=0
split_feature=70 58 92 5 50 52 113 95 52
split_gain=0.0140916 0.0267089 0.0345155 0.029509 0.0220379 0.0180299 0.0375838 0.0689521 0.0860513
threshold=0.017188700847327713 0.0013560238294303419 0.0011980500421486797 0.00066645268816500913 0.021960759535431865 0.00047558375808876013 0.0005893622583243997 0.0042751494329422721 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 -1 7 -7 -9
right_child=1 3 -4 -5 -6 6 -8 8 -10
leaf_value=0.00020959482768923652 0.00019279751558240078 -0.00089998183434848689 0.0017157570211729432 0.00040625475316637686 0.00059231727346503943 -7.3234275650764622e-05 4.2156045823818157e-05 -0.0013537022409592118 0.00017094427170448082
leaf_weight=1077.3012642860413 134.25283432006836 152.65554654598236 89.1443692445755 276.48389983177185 46.470313310623169 2057.8774852752686 5143.622004032135 375.65519297122955 206.53735709190369
leaf_count=538 46 106 32 148 25 949 2615 223 98
internal_value=0 0.00025936 0.000800519 5.17409e-06 -0.000551722 -2.04598e-05 -5.23005e-05 -0.000236329 -0.000812822
internal_weight=0 699.007 223.397 475.61 199.126 8860.99 7783.69 2640.07 582.193
internal_count=4780 357 78 279 131 4423 3885 1270 321
is_linear=0
shrinkage=0.06


Tree=1149
num_leaves=10
num_cat=0
split_feature=70 12 36 53 129 54 25 52 142
split_gain=0.0124514 0.024341 0.0378917 0.032137 0.0243225 0.0249016 0.0286255 0.0214607 0.0173977
threshold=0.017188700847327713 0.0053125319536775359 0.00747153488919139 0.0014881226234138014 0.0092791137285530585 0.0035485138650983576 0.0020292587578296666 0.0017376682371832433 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 4 -3 5 -2 7 -7 -1
right_child=1 3 -4 -5 -6 6 -8 -9 -10
leaf_value=-5.0506780436667772e-05 -0.00022948903925046137 0.00043105324981878689 0.0021791284475600374 -0.0018580767214161186 0.0013282133814235045 0.00062834544331411067 0.0017121722170128845 -0.0010245784944460322 0.00020677494470017175
leaf_weight=7783.8730568885803 304.73251843452454 45.204894185066223 39.359944105148315 43.156201481819153 67.029988050460815 98.592718482017517 61.281467080116272 39.649231433868408 1077.1202467679977
leaf_count=3954 182 19 14 32 18 45 18 29 469
internal_value=0 0.000243799 0.000378482 -0.000686974 0.000254423 0.000111686 0.000632763 0.00015427 -1.92323e-05
internal_weight=0 699.007 610.646 88.3611 571.286 504.256 199.523 138.242 8860.99
internal_count=4780 357 306 51 292 274 92 74 4423
is_linear=0
shrinkage=0.06


Tree=1150
num_leaves=10
num_cat=0
split_feature=102 125 142 87 148 132 113 75 108
split_gain=0.0127403 0.0585607 0.074941 0.0580514 0.0280893 0.0166265 0.0490077 0.0576233 0.0605143
threshold=0.045367386192083366 0.00052132029668428015 0.00052132029668428015 0.0022975050378590827 0.011519505176693203 0.00017767510871635753 0.0070226341485977182 0.013860232196748258 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 -1 7 8 -7
right_child=1 3 -4 -5 -6 6 -8 -9 -10
leaf_value=6.6708670971853164e-05 -0.00027577178016187771 -0.00047090680280713034 0.0033268909716873858 0.0010452045653175949 -0.0031871060705674428 -0.00054709763710699333 0.00050254792178813876 0.00022796817732449937 -7.7535841146048818e-06
leaf_weight=4891.0727977752686 38.480241417884827 27.959331274032593 45.204894185066223 48.615435123443604 26.886770367622375 1584.0034495592117 447.37298178672791 1029.8785005807877 1420.5258648395538
leaf_count=2635 28 19 19 17 23 760 186 404 689
internal_value=0 0.000490181 0.00167031 -0.000464367 -0.00180245 -9.7874e-06 -9.32694e-05 -0.000159339 -0.000292099
internal_weight=0 187.147 83.6851 103.462 54.8461 9372.85 4481.78 4034.41 3004.53
internal_count=4780 106 47 59 42 4674 2039 1853 1449
is_linear=0
shrinkage=0.06


Tree=1151
num_leaves=10
num_cat=0
split_feature=117 97 30 25 65 96 118 51 144
split_gain=0.0133089 0.0307225 0.0288448 0.0396622 0.0517594 0.0233966 0.0310622 0.0219344 0.103394
threshold=0.04673989117145539 0.0036604277556762104 0.0012745757703669371 0.00090704852482303988 0.00099512818269431613 0.0062037324532866487 0.00037263428384903824 0.0026012937305495147 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 -5 6 -2 -1 -9
right_child=1 -3 -4 4 -6 -7 -8 8 -10
leaf_value=6.3392700033452625e-05 0.00030755346697278467 -0.0013701032649137608 0.0011400992071502834 -0.0015183891494217651 0.00041284945347047397 -0.00032794952072023924 0.0017050340384066277 -0.0005424479244196097 0.0001041683077258037
leaf_weight=4991.7497310638428 144.37618732452393 39.552802324295044 133.08384430408478 95.857181310653687 104.34123945236206 79.202033758163452 94.892890214920044 1385.0349258184433 2491.9094313383102
leaf_count=2490 94 24 45 82 45 53 32 816 1099
internal_value=0 0.000253565 0.0003521 0.000149909 -0.000511849 0.000565906 0.000861787 -1.97651e-05 -0.000126835
internal_weight=0 691.306 651.753 518.67 200.198 318.471 239.269 8868.69 3876.94
internal_count=4780 375 351 306 127 179 126 4405 1915
is_linear=0
shrinkage=0.06


Tree=1152
num_leaves=10
num_cat=0
split_feature=148 11 92 124 88 9 94 81 25
split_gain=0.0133165 0.0481432 0.0533015 0.0707213 0.0839147 0.111264 0.0783034 0.0945289 0.068099
threshold=0.0038949446752667431 0.020658296532928947 0.0092791137285530585 0.0022272822679951791 0.0012745757703669371 0.0016846025246195497 0.0042751494329422721 0.0035485138650983576 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 -5
right_child=-2 -3 3 6 -6 -7 -8 -9 -10
leaf_value=-2.7310824105190342e-06 -5.1654479788513041e-05 -0.00077014471480859031 -2.3735816786302529e-05 0.0022593090861941869 -0.0017220243956441502 0.0023395131555403268 2.513513660573255e-05 0.0035556408182975531 -0.00030144910116635353
leaf_weight=2195.3006395101547 6239.8673295974731 215.49172008037567 386.27253222465515 75.116489052772522 76.864053726196289 88.071808338165283 130.05901980400085 78.527029991149902 74.429644584655762
leaf_count=1219 2943 145 237 20 51 36 67 18 44
internal_value=0 9.70796e-05 0.000157273 0.00054355 0.000117043 0.00041505 0.0012 0.00186996 0.000984811
internal_weight=0 3320.13 3104.64 909.341 551.208 474.344 358.132 228.073 149.546
internal_count=4780 1837 1692 473 324 273 149 82 64
is_linear=0
shrinkage=0.06


Tree=1153
num_leaves=10
num_cat=0
split_feature=33 80 95 134 19 81 146 99 96
split_gain=0.0133043 0.0416684 0.0487609 0.0747702 0.0919261 0.079362 0.0725239 0.0615749 0.0588606
threshold=0.0098710241727530974 0.00075379351619631063 0.0072436286136507997 0.00017767510871635753 0.011880517937242987 0.016668972559273246 0.0036604277556762104 0.0026012937305495147 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -4 -8 -6
right_child=1 2 6 -5 8 -7 7 -9 -10
leaf_value=-3.1374192464552354e-05 0.00078175418804581076 -0.0013084710682928079 0.00067768754847228111 0.00080754819662761355 0.0010804756563297447 0.00078512651268660869 -0.00014838591440577295 -0.0030910928154774002 -0.00072225931682164883
leaf_weight=7990.1329673528671 310.87859654426575 297.22459208965302 62.546886205673218 398.56468844413757 217.93796992301941 83.492277383804321 43.059772372245789 63.125460863113403 93.037055730819702
leaf_count=3978 143 210 24 159 93 37 27 54 55
internal_value=0 0.000159685 6.07895e-06 0.000152975 -0.000224201 -0.000849339 -0.000943086 -0.00189778 0.000541136
internal_weight=0 1569.87 1258.99 1090.26 691.692 380.717 168.732 106.185 310.975
internal_count=4780 802 659 554 395 247 105 81 148
is_linear=0
shrinkage=0.06


Tree=1154
num_leaves=10
num_cat=0
split_feature=35 30 89 150 49 85 79 23 104
split_gain=0.013186 0.0414606 0.0553012 0.0704155 0.0538791 0.0427645 0.0599276 0.0442576 0.0655658
threshold=0.00073092587990686308 0.0020292587578296666 0.0030382014811038975 0.0041444667149335155 0.0005375427135732026 0.00093549740267917525 0.0049928687512874612 0.022641776129603389 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 -1 8 -7
right_child=-2 2 -4 -5 -6 7 -8 -9 -10
leaf_value=0.00018895622635870538 -3.4661820403777213e-05 -0.002710970651449767 0.00046690732985492877 0.00067101757541869749 0.0013890109346579747 -0.002538884139405367 0.0028459699243432168 0.00059758253810336822 0.00037318061886771475
leaf_weight=1338.0706262588501 7697.4997469186783 69.946542739868164 79.888878226280212 32.44243311882019 134.34926342964172 72.188093662261963 31.273443102836609 59.039916157722473 45.301323294639587
leaf_count=825 3708 50 29 13 51 47 12 21 24
internal_value=0 0.000143253 -0.00071623 -0.00163937 0.000236494 0.00013633 0.000249638 -0.000742598 -0.00141606
internal_weight=0 1862.5 182.278 102.389 1680.22 1545.87 1369.34 176.529 117.489
internal_count=4780 1072 92 63 980 929 837 92 71
is_linear=0
shrinkage=0.06


Tree=1155
num_leaves=10
num_cat=0
split_feature=124 23 72 47 145 31 31 24 78
split_gain=0.0129077 0.0294069 0.0415831 0.047861 0.0389884 0.0366172 0.0572938 0.0458628 0.066158
threshold=0.013860232196748258 0.013860232196748258 0.0072436286136507997 0.013439828064292671 0.021960759535431865 0.0032328735105693345 0.0019672545604407792 0.0022975050378590827 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 7 8 -2
right_child=1 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-3.1614232926996849e-05 -0.001097696127956479 -0.0009147094627372799 0.0014663626550684215 0.0016939888130997178 -0.0017037674923817809 -0.00039682670221884506 0.0014281137611185542 -0.00056358252274407207 0.00068880141899185538
leaf_weight=7929.5146633386612 88.45752477645874 79.202033758163452 135.13253700733185 37.214822292327881 44.421620607376099 378.00501370429993 138.73593616485596 252.12796771526337 477.18814754486084
leaf_count=4054 56 53 32 22 38 166 40 137 182
internal_value=0 0.000153749 0.000750341 -8.07903e-05 4.49169e-05 0.000103125 0.000300702 0.000109436 0.000409423
internal_weight=0 1630.49 251.549 116.417 1378.94 1334.51 956.51 817.774 565.646
internal_count=4780 726 107 75 619 581 415 375 238
is_linear=0
shrinkage=0.06


Tree=1156
num_leaves=10
num_cat=0
split_feature=133 135 118 40 135 61 1 18 102
split_gain=0.0125102 0.0463461 0.0780309 0.085628 0.0774533 0.107864 0.0895309 0.0923135 0.0606478
threshold=0.0054799309000372895 0.0020932231564074759 0.0027679565828293566 0.0031340263085439806 0.0032328735105693345 0.00087947337306104611 0.0079489401541650313 0.00017767510871635753 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 -6 -8 -5
right_child=1 2 3 8 6 -7 7 -9 -10
leaf_value=-6.1026621291483126e-05 -4.2177632477792585e-05 0.0031262991511767937 0.0033875398135150914 0.0019643142020793177 0.00013086952063217288 0.00031026609595036762 -0.00017557374453323112 -0.0039503963975363945 -0.00063987842802458689
leaf_weight=5339.1326240301132 3102.4588698148727 68.295407176017761 60.208906173706055 63.619447112083435 593.68959200382233 173.02236306667328 52.315263390541077 42.083640575408936 65.174153566360474
leaf_count=2797 1400 24 22 20 321 89 30 36 41
internal_value=0 7.71948e-05 0.000408333 0.00151969 0.00018233 0.00110723 -0.00014204 -0.00185841 0.0006465
internal_weight=0 4220.87 1118.41 189.003 929.406 241.318 688.088 94.3989 128.794
internal_count=4780 1983 583 83 500 113 387 66 61
is_linear=0
shrinkage=0.06


Tree=1157
num_leaves=10
num_cat=0
split_feature=58 39 77 36 106 86 60 99 61
split_gain=0.0119833 0.0302709 0.03572 0.0635581 0.0622648 0.0988187 0.0714468 0.0604388 0.0594121
threshold=0.0062037324532866487 0.028884131461381916 0.00068727668258361529 0.00060774214216507982 0.0054799309000372895 0.00060774214216507982 0.0017376682371832433 0.017188700847327713 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 6 -6 -2 -5
right_child=1 -3 3 8 5 -7 -8 -9 -10
leaf_value=-3.973276565960327e-05 0.00025313709431030085 0.0013076701675436284 -0.001075000546072558 0.00069319508416738852 -0.00010647397134522118 -0.0023714953218250431 0.0019168371858739627 0.0021413189451896758 -0.00025712589156529758
leaf_weight=7082.2980297803879 662.26244580745697 74.140357255935669 349.82914280891418 503.87021899223328 235.17169213294983 52.604550719261169 85.73382830619812 67.222846269607544 446.86715483665466
leaf_count=3285 419 29 255 254 152 45 34 28 279
internal_value=0 0.000113573 7.67395e-05 -7.59467e-05 -0.000499793 3.89459e-05 0.000434078 0.000427135 0.000246524
internal_weight=0 2477.7 2403.56 1674.08 723.339 373.51 320.906 729.485 950.737
internal_count=4780 1495 1466 1019 486 231 186 447 533
is_linear=0
shrinkage=0.06


Tree=1158
num_leaves=10
num_cat=0
split_feature=108 3 95 91 66 86 46 44 63
split_gain=0.012527 0.0344576 0.0365333 0.0799228 0.0451066 0.038667 0.0314196 0.0311276 0.0542796
threshold=0.021960759535431865 0.0013986918493174019 0.0049928687512874612 0.0066005610860884198 0.0003614811430452392 0.00087947337306104611 0.00017767510871635753 0.00090704852482303988 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 -2 -8 -9
right_child=1 -3 4 -5 -6 -7 7 8 -10
leaf_value=-2.2602705508814724e-05 -0.0015110255409139701 0.00090063774010987229 0.0010910023997568264 0.0017084469697668677 -0.00049755692729925346 -0.0027423551810086618 0.00097062100219901361 3.5773979817645265e-06 -0.0022955675066659675
leaf_weight=8625.8216115236282 80.563881993293762 202.83752882480621 187.73708772659302 60.305335283279419 97.905874013900757 29.128321290016174 66.150285363197327 161.62175023555756 47.928590655326843
leaf_count=4271 64 85 77 27 69 20 32 94 41
internal_value=0 0.000208704 1.67962e-05 -0.000322694 0.000546514 -0.000640522 -0.000468675 -0.000164085 -0.000522286
internal_weight=0 934.179 731.341 445.698 285.643 385.393 356.265 275.701 209.55
internal_count=4780 509 424 278 146 251 231 167 135
is_linear=0
shrinkage=0.06


Tree=1159
num_leaves=10
num_cat=0
split_feature=122 37 97 117 12 47 108 28 39
split_gain=0.0130073 0.0237262 0.0310117 0.0289385 0.0305834 0.0234702 0.0216529 0.0188491 0.0438524
threshold=0.0048403022810816774 0.00017767510871635753 0.0026012937305495147 0.0049928687512874612 0.0022272822679951791 0.0027679565828293566 0.0068083447404205808 0.0026012937305495147 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 -2 5 6 -3 -5 -1 -9
right_child=1 3 -4 4 -6 -7 -8 8 -10
leaf_value=-6.745573417219191e-05 0.00035582175614020783 -0.00018649123215298198 0.0021845713830785859 0.00042975717062361405 0.00099729022570852616 -0.0019906032650620943 -0.0010843318786561825 -0.00021983880928560913 0.0003328180964332838
leaf_weight=6759.0680735111237 112.6205986738205 85.830257415771484 47.446445107460022 74.236786365509033 140.0013552904129 37.214822292327881 62.739744424819946 808.79559564590454 1432.0465881824493
leaf_count=3515 57 39 16 34 46 22 34 446 571
internal_value=0 0.000280547 0.000897893 3.35194e-05 0.000373658 -0.000732143 -0.000263745 -1.74592e-05 0.000133346
internal_weight=0 560.09 160.067 400.023 276.978 123.045 136.977 8999.91 2240.84
internal_count=4780 248 73 175 114 61 68 4532 1017
is_linear=0
shrinkage=0.06


Tree=1160
num_leaves=10
num_cat=0
split_feature=126 104 27 125 91 24 37 71 17
split_gain=0.0128248 0.0184738 0.0406334 0.0517318 0.0583258 0.0931365 0.0805755 0.0634204 0.0506504
threshold=0.0056525857653468856 0.0063990866765379914 0.012252715881913902 0.04273676127195359 0.0042751494329422721 0.0081988852471113222 0.0027679565828293566 0.0092791137285530585 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 7 -7 -3
right_child=-2 2 -4 -5 -6 6 -8 -9 -10
leaf_value=3.8918699803726946e-05 0.00040974020964346558 -0.00021506951465359524 0.00090576319799279682 0.001145626347035559 0.00028636954630445151 0.0012941507846934411 0.0030387601786918197 -0.0017418428745753281 -0.00089925276948887693
leaf_weight=6836.6663345098495 267.31299722194672 741.37989115715027 123.92478239536285 97.230870246887207 523.06804549694061 60.208906173706055 47.350015997886658 42.083640575408936 820.77478313446045
leaf_count=3306 209 408 47 34 236 22 11 36 471
internal_value=0 -1.17866e-05 -0.000152932 -0.000209189 -0.000268132 -0.00043757 0.000992376 4.51285e-05 -0.000574548
internal_weight=0 9292.69 2456.02 2332.1 2234.87 1711.8 149.643 102.293 1562.15
internal_count=4780 4571 1265 1218 1184 948 69 58 879
is_linear=0
shrinkage=0.06


Tree=1161
num_leaves=10
num_cat=0
split_feature=24 119 141 116 58 99 99 0 106
split_gain=0.0128047 0.039379 0.0335307 0.0308127 0.0583996 0.0570258 0.0664056 0.063689 0.0710489
threshold=0.00047558375808876013 0.0015833032084628942 0.007706565549597145 0.0010585968848317864 0.00017767510871635753 0.00040826165059115743 0.023343417793512348 0.0058306583669036635 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 -7
right_child=-2 -3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.00097400994300531627 -2.802885234788823e-05 0.0017888173648566783 0.00099893640053269378 -0.00085775983309525905 0.00068950284731582637 -0.00042708340914084737 -0.0016030215009851848 -0.0012718763869900773 0.001636778966216866
leaf_weight=254.06839060783386 8220.6286994218826 52.122405171394348 135.61468255519867 112.6205986738205 398.7575466632843 91.771636605262756 62.739744424819946 57.967355251312256 173.70920753479004
leaf_count=178 4126 20 57 57 169 49 34 25 65
internal_value=0 0.000172032 0.000106566 1.48212e-06 0.00034875 -0.000275884 0.000183405 0.000529921 0.000923341
internal_weight=0 1339.37 1287.25 1151.63 511.378 640.256 386.188 323.448 265.481
internal_count=4780 654 634 577 226 351 173 139 114
is_linear=0
shrinkage=0.06


Tree=1162
num_leaves=10
num_cat=0
split_feature=102 50 148 71 85 29 0 98 0
split_gain=0.0118864 0.0713388 0.0296346 0.0166437 0.0625384 0.0723074 0.0774389 0.0995732 0.104165
threshold=0.045367386192083366 0.0016846025246195497 0.010180860292166473 0.0048403022810816774 0.029773407615721229 0.0017376682371832433 0.0038949446752667431 0.012636432424187662 0.024810968898236755
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -5 8 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10
leaf_value=8.3956141742317055e-05 0.000595493358306546 0.0018994949487789016 -0.0013693352715146692 -0.00011807637234451512 0.0012544433233812543 -1.7067547115992777e-05 -0.0027576448439400035 0.00048616235998069027 -0.00017408448160178238
leaf_weight=3963.3041229248047 50.073712468147278 75.405776381492615 61.667183518409729 438.3949373960495 123.92478239536285 4509.5726547241211 171.74510324001312 82.419716477394104 83.492277383804321
leaf_count=1743 33 35 38 257 47 2407 142 41 37
internal_value=0 0.00047347 -0.00048885 -9.45373e-06 -7.78904e-05 -0.000109128 -0.000644082 -0.00132702 -0.00191252
internal_weight=0 187.147 111.741 9372.85 5409.55 5285.62 776.052 337.657 255.237
internal_count=4780 106 71 4674 2931 2884 477 220 179
is_linear=0
shrinkage=0.06


Tree=1163
num_leaves=10
num_cat=0
split_feature=104 24 143 101 60 40 36 1 25
split_gain=0.0127671 0.053399 0.0589902 0.05691 0.0533677 0.0537862 0.0469222 0.107768 0.0714827
threshold=0.00060774214216507982 0.0032328735105693345 0.001792412775103003 0.0072436286136507997 0.00085274505545385193 0.0066005610860884198 0.0012357163941487672 0.0027679565828293566 0.022641776129603389
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 8 -4
right_child=-2 3 6 -5 -6 -7 -8 -9 -10
leaf_value=0.00034573334784063914 -3.2460203008121724e-05 0.00034983869337521076 -0.0026432970214812831 0.0017394401954213901 -0.00047729561742297671 0.0023795328666693055 8.3311730667194936e-05 0.00021211254139782366 0.00029042335517859763
leaf_weight=580.25212717056274 7841.4546957015991 179.9398740530014 136.48254454135895 128.50431334972382 182.37428319454193 63.619447112083435 264.11899590492249 144.96660268306732 38.287383198738098
leaf_count=280 3959 90 102 46 97 20 103 65 18
internal_value=0 0.000148111 -8.27058e-05 0.000632737 0.000298845 0.000880009 -0.000508501 -0.000997368 -0.0020006
internal_weight=0 1718.55 1164.11 554.438 425.934 243.559 583.856 319.737 174.77
internal_count=4780 821 568 253 207 110 288 185 120
is_linear=0
shrinkage=0.06


Tree=1164
num_leaves=10
num_cat=0
split_feature=72 103 99 149 113 47 112 46 42
split_gain=0.0127932 0.0572071 0.0917494 0.0480711 0.0828002 0.044092 0.0399619 0.054594 0.0495666
threshold=0.00082683752407319855 0.0032328735105693345 0.0019672545604407792 0.00017767510871635753 0.0011980500421486797 0.0005375427135732026 0.00057154725072905432 0.023343417793512348 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -5 7 8 -1
right_child=-2 2 -4 5 -6 -7 -8 -9 -10
leaf_value=0.00065521375209879793 -3.2580232270713503e-05 0.00029356238673442506 0.0036724077812538454 0.0013570985067509918 0.0022485414378258396 -0.00031778145558487001 0.0011942392420749572 -0.0020134844983189259 -0.00081179222181554627
leaf_weight=247.45200765132904 7833.9095437526703 94.495333075523376 41.697924137115479 60.305335283279419 81.154297351837158 917.00584018230438 112.6205986738205 46.663171529769897 124.69621527194977
leaf_count=133 3687 71 16 27 35 632 57 35 87
internal_value=0 0.000147866 0.00132805 4.67694e-05 0.000463487 -0.000214432 0.000190893 -7.89115e-05 0.000163662
internal_weight=0 1726.09 136.193 1589.9 612.586 977.311 531.432 418.811 372.148
internal_count=4780 1093 87 1006 347 659 312 255 220
is_linear=0
shrinkage=0.06


Tree=1165
num_leaves=10
num_cat=0
split_feature=82 150 35 32 17 126 92 147 29
split_gain=0.0124892 0.0238374 0.0666137 0.0618085 0.0378955 0.0511397 0.0516011 0.0500939 0.0351471
threshold=0.0070226341485977182 0.0025217677466571335 0.0010585968848317864 0.00099512818269431613 0.00040826165059115743 0.00068727668258361529 0.00244467705488205 0.0019071503775194289 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 -3 7 -7 -6 -4
right_child=1 4 3 -5 5 6 -8 -9 -10
leaf_value=-2.4461606521043359e-05 -0.0012063149804421385 0.00053832396051027044 0.00082446655712683505 3.9029210609739008e-05 -0.00044450143416034475 -0.00074731782422577959 0.0010496275865572091 -0.0025541111683535754 0.0025247726219427939
leaf_weight=8480.9632786512375 64.198021769523621 265.37257432937622 86.999247431755066 156.56007373332977 126.93776619434357 107.16136503219604 124.21406972408295 59.522061705589294 88.071808338165283
leaf_count=4152 50 168 40 70 84 72 62 46 36
internal_value=0 0.000192262 0.00056276 0.000905222 -2.23924e-05 -0.000378511 0.000217374 -0.00111794 0.00167983
internal_weight=0 1079.04 395.829 331.631 683.208 417.835 231.375 186.46 175.071
internal_count=4780 628 196 146 432 264 134 130 76
is_linear=0
shrinkage=0.06


Tree=1166
num_leaves=10
num_cat=0
split_feature=122 12 126 32 135 63 87 36 141
split_gain=0.0125185 0.0222523 0.0223009 0.0244757 0.018921 0.0182772 0.0579621 0.0750398 0.0617274
threshold=0.0048403022810816774 0.00050559637020342063 0.00017767510871635753 0.00068727668258361529 0.00039601318712811922 0.00085274505545385193 0.0020292587578296666 0.00042089859198313212 0.007706565549597145
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 -2 6 -1 -8 -9
right_child=1 2 -4 -5 -6 -7 7 8 -10
leaf_value=0.00021634556355976797 0.001860374715282587 -0.0015587450544372978 0.00043434051732188722 1.6121460384770326e-05 2.5885979183714309e-05 -7.6932342597103859e-05 -0.0014230510745920041 -0.00040275162725720084 0.0017496803428322914
leaf_weight=2515.5429968833923 53.29139518737793 48.904722452163696 295.39243900775909 129.86616158485413 32.635291337966919 6043.4414848089218 191.42507529258728 184.71226322650909 64.788437128067017
leaf_count=1311 21 32 115 57 23 2952 149 99 21
internal_value=0 0.000275226 0.000114232 -0.0004147 0.00116363 -1.71281e-05 0.00010512 -0.000529436 0.000156175
internal_weight=0 560.09 474.163 178.771 85.9267 8999.91 2956.47 440.926 249.501
internal_count=4780 248 204 89 44 4532 1580 269 120
is_linear=0
shrinkage=0.06


Tree=1167
num_leaves=10
num_cat=0
split_feature=116 19 146 63 133 47 112 115 61
split_gain=0.0120898 0.049131 0.11139 0.0750375 0.0728483 0.135678 0.0676598 0.0658762 0.0821743
threshold=0.0081988852471113222 0.02129978779703379 0.0072436286136507997 0.0079489401541650313 0.022641776129603389 0.016164712607860569 0.0014881226234138014 0.00068727668258361529 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 7 -6 -5 -2 -9
right_child=1 2 -4 6 5 -7 -8 8 -10
leaf_value=-3.6915366736270409e-05 -0.00077018995656380365 0.00034316890225196127 -0.0022943800069708422 0.0010254296753815977 -0.0031890968633893658 0.00075323029989252544 -0.0010781088228812351 -0.00049739282820470407 0.00068311457646100607
leaf_weight=7357.6383244991302 240.92021310329437 148.28071451187134 94.302474856376648 512.75183427333832 68.777552723884583 57.870926141738892 61.667183518409729 301.71953463554382 716.07150864601135
leaf_count=3791 152 58 61 178 49 20 38 145 288
internal_value=0 0.000123327 -0.000682159 0.00022303 -1.60368e-05 -0.00138768 0.000799603 0.000121975 0.000333159
internal_weight=0 2202.36 242.583 1959.78 1385.36 126.648 574.419 1258.71 1017.79
internal_count=4780 989 119 870 654 69 216 585 433
is_linear=0
shrinkage=0.06


Tree=1168
num_leaves=10
num_cat=0
split_feature=87 135 61 84 135 17 118 43 32
split_gain=0.0131278 0.0680095 0.0531098 0.046821 0.0598432 0.0767963 0.0657155 0.0969207 0.0557177
threshold=0.0058306583669036635 0.02129978779703379 0.0005375427135732026 0.00093549740267917525 0.00075379351619631063 0.00066645268816500913 0.00057154725072905432 0.00064626874518580746 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 8 -6 -8 -4
right_child=1 -3 3 -5 6 -7 7 -9 -10
leaf_value=-2.664018874730179e-05 -0.0010847816247152417 0.0017261793635695492 0.00070256615321224005 -0.00038374381052264751 0.0005818374507382618 0.0015521153110613646 -0.0041622993700351062 -0.00016635038388641715 -0.0018231059596096764
leaf_weight=8359.8467811346054 130.25187802314758 94.989319324493408 88.071808338165283 324.31606137752533 147.40101182460785 263.63685035705566 31.562730431556702 71.019103646278381 48.904722452163696
leaf_count=4191 77 37 36 184 72 78 27 46 32
internal_value=0 0.000185566 5.31498e-05 0.000205182 0.000498755 0.00095332 -0.000229712 -0.00139584 -0.000199174
internal_weight=0 1200.15 1105.16 974.912 650.596 400.613 249.983 102.582 136.977
internal_count=4780 589 552 475 291 146 145 73 68
is_linear=0
shrinkage=0.06


Tree=1169
num_leaves=10
num_cat=0
split_feature=117 75 105 51 110 85 105 7 114
split_gain=0.0126043 0.0299453 0.0257305 0.0231035 0.0376679 0.0364329 0.0405878 0.0341987 0.0423724
threshold=0.04673989117145539 0.0095705352723598498 0.007706565549597145 0.0030382014811038975 0.0072436286136507997 0.00046126570669002836 0.0013146653072908523 0.00017767510871635753 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -5 -9
right_child=1 -3 -4 7 -6 6 -8 8 -10
leaf_value=-1.9234772099832497e-05 -3.9775978958674092e-05 0.0016481133275218585 -0.00134492378516179 0.0012512554404610742 0.00089259858055239141 -0.0005690184453035948 -0.0036122396190177994 -0.0014113264347698593 0.00067645207818394014
leaf_weight=8868.6940882205963 139.89308547973633 50.856986045837402 39.649231433868408 148.57000184059143 88.071808338165283 40.81822144985199 25.717780351638794 52.411692500114441 105.31737124919891
leaf_count=4405 100 14 29 73 36 30 22 35 36
internal_value=0 0.000246761 0.000135482 0.00023318 -0.00014627 -0.000589498 -0.0017453 0.000598014 -1.72945e-05
internal_weight=0 691.306 640.449 600.8 294.501 206.429 66.536 306.299 157.729
internal_count=4780 375 361 332 188 152 52 144 71
is_linear=0
shrinkage=0.06


Tree=1170
num_leaves=10
num_cat=0
split_feature=124 132 128 129 144 95 114 145 107
split_gain=0.0126086 0.0331844 0.0386567 0.0398999 0.0494713 0.0383334 0.0369161 0.0370848 0.0515951
threshold=0.013860232196748258 0.0062037324532866487 0.0022272822679951791 0.0092791137285530585 0.0053125319536775359 0.0058306583669036635 0.0025217677466571335 0.00017767510871635753 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 6 5 -5 -4 -2 -8 -9
right_child=1 -3 3 4 -6 -7 7 8 -10
leaf_value=-3.1245807008088898e-05 0.00053185252520925866 -0.00021111520359189746 0.0006553878305935745 -0.0013765643810040949 0.00053952031149063432 0.0019849118327470959 0.00069290405605759741 -0.0021642612571066543 4.2742372037498002e-05
leaf_weight=7929.5146633386612 164.74300384521484 582.49367809295654 333.77625131607056 67.319275379180908 173.61277842521667 101.90683031082153 53.194966077804565 82.612574696540833 70.826245427131653
leaf_count=4054 77 277 138 33 60 38 16 51 36
internal_value=0 0.000151957 0.00035376 0.000623733 4.14351e-06 0.000966365 -0.000138108 -0.000672247 -0.00114552
internal_weight=0 1630.49 1047.99 676.615 240.932 435.683 371.377 206.634 153.439
internal_count=4780 726 449 269 93 176 180 103 87
is_linear=0
shrinkage=0.06


Tree=1171
num_leaves=10
num_cat=0
split_feature=112 4 11 149 47 133 56 102 106
split_gain=0.0123417 0.0218378 0.0282212 0.0232674 0.0189821 0.0182185 0.0403561 0.0390959 0.0656766
threshold=0.0062037324532866487 0.00096484774257987748 0.00085274505545385193 0.0030382014811038975 0.0023699469165876512 0.0042751494329422721 0.0031340263085439806 0.0025217677466571335 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 6 7 8 -1
right_child=1 2 3 -5 -6 -7 -8 -9 -10
leaf_value=5.459675027776529e-06 -0.0001846311652998044 0.0017861645133425701 0.00084053170326366783 0.00072595345642567373 -0.00089349407622269612 6.3433483560383563e-05 -0.001516277708206229 0.00010370746993536917 -0.0006776592978253134
leaf_weight=1284.6100542545319 234.19556033611298 56.894794344902039 32.44243311882019 191.62977421283722 75.887921929359436 4731.0767982006073 71.995235443115234 2044.6210379600525 836.64665710926056
leaf_count=676 161 29 13 100 60 2208 37 977 519
internal_value=0 0.000265564 0.000561016 0.000328636 -0.000374194 -1.75005e-05 -0.000107854 -8.35131e-05 -0.00026397
internal_weight=0 591.05 356.855 299.96 108.33 8968.95 4237.87 4165.88 2121.26
internal_count=4780 363 202 173 73 4417 2209 2172 1195
is_linear=0
shrinkage=0.06


Tree=1172
num_leaves=10
num_cat=0
split_feature=70 77 149 79 43 25 133 125 53
split_gain=0.0124036 0.0271715 0.0228852 0.0212428 0.0238636 0.0391227 0.0324032 0.0233548 0.02314
threshold=0.017188700847327713 0.007706565549597145 0.00060774214216507982 0.0013146653072908523 0.00039601318712811922 0.00042089859198313212 0.0048403022810816774 0.0011980500421486797 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 5 -5 -7 -2 -6
right_child=1 2 -4 4 8 6 -8 -9 -10
leaf_value=-1.919535896246421e-05 9.7820840966553375e-05 0.0017808469954877552 0.00022084484135996281 0.00053788309023623511 0.00092714130855847047 -0.00069597138541827464 -0.0034151709960454604 0.0015173255585379827 -0.00026834014589646721
leaf_weight=8860.9933036565781 120.89995789527893 68.198978066444397 67.222846269607544 38.287383198738098 83.492277383804321 36.045832276344299 28.055760383605957 63.715876221656799 193.08805155754089
leaf_count=4423 69 19 28 18 37 21 24 25 116
internal_value=0 0.000243331 0.00100647 5.99593e-05 -0.000197145 -0.000979675 -0.0018861 0.00058773 9.2544e-05
internal_weight=0 699.007 135.422 563.585 378.969 102.389 64.1016 184.616 276.58
internal_count=4780 357 47 310 216 63 45 94 153
is_linear=0
shrinkage=0.06


Tree=1173
num_leaves=10
num_cat=0
split_feature=99 143 19 80 4 148 8 58 30
split_gain=0.0126686 0.0294108 0.0611581 0.129302 0.0677188 0.0744817 0.0841285 0.122219 0.158259
threshold=0.00017767510871635753 0.001792412775103003 0.00046126570669002836 0.0010585968848317864 0.00087947337306104611 0.0005893622583243997 0.0060143163427710542 0.0015349716995842757 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -7 8 -8
right_child=1 2 4 -5 -6 6 7 -9 -10
leaf_value=0.00013333127975106966 0.00020702846569922159 -0.0033061531257781197 0.0016041499275495398 -0.00029648316227356178 8.9737536672608112e-05 -0.0001237030395261326 -0.00027420574383766916 -0.00046600637975619186 -0.003958501364539231
leaf_weight=2022.6758335828781 1450.3291898965836 64.294450879096985 67.319275379180908 256.02065420150757 3965.9195495843887 1127.8689630031586 74.140357255935669 434.69510912895203 96.736883997917175
leaf_count=1091 744 55 33 160 1819 537 29 244 68
internal_value=0 -3.57801e-05 -9.36333e-05 -0.000900592 -4.88101e-05 -0.000353942 -0.000429985 -0.00100043 -0.00235996
internal_weight=0 7537.32 6087 320.315 5766.68 1800.76 1733.44 605.572 170.877
internal_count=4780 3689 2945 215 2730 911 878 341 97
is_linear=0
shrinkage=0.06


Tree=1174
num_leaves=10
num_cat=0
split_feature=35 36 128 18 1 30 23 54 107
split_gain=0.0130958 0.0487331 0.0471528 0.0451211 0.0539896 0.0371362 0.130749 0.0609265 0.0594201
threshold=0.00073092587990686308 0.0023699469165876512 0.0010918468469753864 0.001792412775103003 0.012252715881913902 0.00038414125447161501 0.017724351026117805 0.0053125319536775359 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 7 -7 -8
right_child=-2 -3 3 -5 -6 6 8 -9 -10
leaf_value=0.00019559232307867798 -3.4543191180067678e-05 -0.0016421757192131251 -0.0014392312752202188 0.00072062450018400533 0.0008934960860066955 -0.0022732958596236295 0.003726935716195554 0.00056574234191659383 0.0012257929205185618
leaf_weight=1254.1926324367523 7697.4997469186783 53.484253406524658 170.19039678573608 79.792449116706848 45.204894185066223 44.22876238822937 55.436517000198364 70.729816317558289 89.240798354148865
leaf_count=768 3708 31 121 24 19 28 13 31 37
internal_value=0 0.000142763 0.000195535 -0.000498166 -0.000949663 0.000330803 0.00098395 -0.000526539 0.00218416
internal_weight=0 1862.5 1809.02 295.188 215.395 1513.83 259.636 114.959 144.677
internal_count=4780 1072 1041 164 140 877 109 59 50
is_linear=0
shrinkage=0.06


Tree=1175
num_leaves=10
num_cat=0
split_feature=124 124 102 85 72 92 78 30 71
split_gain=0.0120364 0.0302747 0.0951843 0.0718192 0.0793633 0.114776 0.147861 0.11653 0.10575
threshold=0.013860232196748258 0.0033348383149132137 0.025578102096915249 0.011519505176693203 0.024066280573606495 0.013860232196748258 0.0031340263085439806 0.0020292587578296666 0.017724351026117805
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8 -7
right_child=-2 2 -4 -5 -6 8 7 -9 -10
leaf_value=3.752224600141522e-05 0.00014846863089065229 4.6024816937290966e-05 0.0013626408718256735 0.00054147767719917668 0.00041711699306960852 0.00072285237967714168 -0.00077632953240689361 -0.0023951922393339554 -0.0018583895773298924
leaf_weight=5931.1710804700851 1630.4856035709381 305.22650468349457 126.16633331775665 282.5335488319397 281.55741703510284 290.71647894382477 331.33000147342682 309.69776582717896 71.115532755851746
leaf_count=3092 726 148 44 104 113 111 190 201 51
internal_value=0 -3.05285e-05 -0.000232506 -0.000340003 -0.000496672 -0.00069336 -0.0010409 -0.00155845 0.000215527
internal_weight=0 7929.51 1998.34 1872.18 1589.64 1308.09 946.254 641.028 361.832
internal_count=4780 4054 962 918 814 701 539 391 162
is_linear=0
shrinkage=0.06


Tree=1176
num_leaves=10
num_cat=0
split_feature=91 119 23 1 87 15 73 96 93
split_gain=0.0114984 0.0464089 0.0514102 0.0450976 0.0316707 0.0402211 0.0417903 0.0273113 0.0582045
threshold=0.0095705352723598498 0.00017767510871635753 0.0081988852471113222 0.0012357163941487672 0.0011615398107096555 0.0058306583669036635 0.0010585968848317864 0.011169348377734424 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 5 -3 -7 -1 -9
right_child=1 4 3 -5 -6 6 -8 8 -10
leaf_value=2.8257223393979294e-06 -0.00023770860731815632 0.00017474716943425013 0.00042319162414927941 0.0019884098307275735 0.00034813194819174724 -0.0010022305682019111 -0.004200545971290711 -0.0013330789740042719 0.00028417557360428355
leaf_weight=8611.986589550972 167.46670031547546 44.035904169082642 153.14953279495239 116.814413189888 82.419716477394104 39.649231433868408 23.379800319671631 167.75598764419556 153.34239101409912
leaf_count=4269 99 18 72 36 41 29 20 114 82
internal_value=0 0.000248392 0.000588158 0.00110047 -0.000535967 -0.00121656 -0.0021886 -1.74319e-05 -0.00056075
internal_weight=0 626.915 437.431 269.964 189.485 107.065 63.029 8933.08 321.098
internal_count=4780 315 207 108 108 67 49 4465 196
is_linear=0
shrinkage=0.06


Tree=1177
num_leaves=10
num_cat=0
split_feature=17 46 40 150 119 98 91 52 33
split_gain=0.0116931 0.0624853 0.0806772 0.077695 0.0515602 0.0601018 0.0628007 0.057056 0.050065
threshold=0.02636832278221846 0.0081988852471113222 0.0014427106943912806 0.007706565549597145 0.0003614811430452392 0.0051502294372767219 0.0012745757703669371 0.0046923852059990176 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 -3 -9
right_child=1 4 3 -5 -6 6 -8 8 -10
leaf_value=1.8277707846518346e-05 0.0009077695944284251 0.0011112101822973331 -0.0027218659724840551 0.0004010021075781691 0.0012774833004940349 -0.00022275050241800753 -0.0032186994681527533 -0.0016888834946546423 0.00072210426759899721
leaf_weight=8885.8313813209534 50.953415155410767 138.83236527442932 105.01624321937561 39.45637321472168 108.63148307800293 62.739744424819946 42.083640575408936 71.995235443115234 54.460385203361511
leaf_count=4459 19 45 80 19 29 34 36 37 22
internal_value=0 -0.000240908 -0.00114501 -0.00186899 0.000128151 -0.00020919 -0.00142554 0.000271427 -0.000650548
internal_weight=0 674.169 195.426 144.473 478.743 370.111 104.823 265.288 126.456
internal_count=4780 321 118 99 203 174 70 104 59
is_linear=0
shrinkage=0.06


Tree=1178
num_leaves=10
num_cat=0
split_feature=122 129 80 3 63 146 52 131 102
split_gain=0.0115541 0.0217578 0.0224407 0.0209826 0.0225478 0.017582 0.0575593 0.0652499 0.0530974
threshold=0.0048403022810816774 0.00093549740267917525 0.0016846025246195497 0.00064626874518580746 0.0030382014811038975 0.0032328735105693345 0.00047558375808876013 0.13848232477903369 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 6 8 -8 -1
right_child=1 3 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.00013890999170486411 -4.5410724630602098e-05 -0.0015271914479168377 0.0015785031724239891 0.00032455055096994626 0.00011045165339724599 4.9640662715499427e-05 -0.00020816481885720507 -0.0025314264563487867 0.00091490058708787762
leaf_weight=358.21677184104919 50.073712468147278 53.580682516098022 78.912746429443359 307.9620418548584 69.560826301574707 5551.4658648967743 2714.6570160388947 44.22876238822937 331.34184217453003
leaf_count=213 33 36 38 111 30 2659 1501 28 131
internal_value=0 0.000264412 0.000948085 5.98566e-05 -0.000602111 -1.64551e-05 -0.000122859 -0.00024541 0.00036746
internal_weight=0 560.09 128.986 431.104 123.142 8999.91 3448.44 2758.89 689.559
internal_count=4780 248 71 177 66 4532 1873 1529 344
is_linear=0
shrinkage=0.06


Tree=1179
num_leaves=10
num_cat=0
split_feature=97 42 42 24 78 125 12 74 96
split_gain=0.0119522 0.0779284 0.0508951 0.0444463 0.0174255 0.0343236 0.0347872 0.0418014 0.0348144
threshold=0.04273676127195359 0.0011261500185355546 0.0023699469165876512 0.001792412775103003 0.12087306752800943 0.00090704852482303988 0.0087224207818508166 0.00082683752407319855 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 -6 8 -8 -7
right_child=1 2 3 -5 5 6 7 -9 -10
leaf_value=-2.7830689212932967e-05 -0.0014900789899866581 0.0021199222823033597 -0.0010322732725839877 0.0011000105003204739 -0.000828256843148567 0.0025300485899632202 -0.0011598747127953822 0.0009922711922700795 0.00060530905036815501
leaf_weight=8933.6517021656036 62.739744424819946 79.696020007133484 59.232774376869202 86.709960103034973 64.981295347213745 55.436517000198364 60.305335283279419 70.440528988838196 86.806389212608337
leaf_count=4554 34 19 31 25 31 13 27 16 30
internal_value=0 0.000380402 0.000900496 0.000234595 -1.18318e-05 0.000411072 0.000706078 -3.86442e-07 0.00135544
internal_weight=0 288.378 225.639 145.943 9271.62 337.97 272.989 130.746 142.243
internal_count=4780 109 75 56 4671 117 86 43 43
is_linear=0
shrinkage=0.06


Tree=1180
num_leaves=10
num_cat=0
split_feature=108 115 14 95 79 0 146 101 54
split_gain=0.0113043 0.0312765 0.0248331 0.0346729 0.0493185 0.0494116 0.0373882 0.03929 0.0320585
threshold=0.021960759535431865 0.013032016810029747 0.0034400182776153092 0.0042751494329422721 0.0033348383149132137 0.0038949446752667431 0.0079489401541650313 0.00055427959887310873 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 8 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10
leaf_value=-2.1471354405828522e-05 -0.00012304998221244294 0.0010629957659396639 0.00076585952732138309 -0.00011771216919589602 -0.0013674282761652109 0.001637884872849562 -0.0019293062265328719 -0.0032264721090653416 0.00073398426319481861
leaf_weight=8625.8216115236282 283.8835563659668 129.6733033657074 146.32845091819763 113.98244690895081 46.663171529769897 116.91084229946136 33.8042813539505 31.562730431556702 31.369872212409973
leaf_count=4271 174 47 76 68 35 41 24 27 17
internal_value=0 0.000198258 5.88758e-05 -9.83035e-05 0.000411667 0.000771219 -0.000470185 -0.00148888 -0.000647401
internal_weight=0 934.179 804.505 658.177 277.556 230.893 380.62 96.7369 65.1742
internal_count=4780 509 462 386 144 109 242 68 41
is_linear=0
shrinkage=0.06


Tree=1181
num_leaves=10
num_cat=0
split_feature=35 87 145 54 19 108 125 77 9
split_gain=0.0122738 0.0440811 0.0364615 0.070946 0.0694992 0.0627924 0.0539909 0.0519204 0.0451815
threshold=0.00073092587990686308 0.0092791137285530585 0.010500331409275534 0.011880517937242987 0.010180860292166473 0.011169348377734424 0.0036604277556762104 0.0046923852059990176 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 -1 -8
right_child=-2 -3 3 -5 5 -7 8 -9 -10
leaf_value=0.00013089089688175649 -3.3441476709546756e-05 -0.0011592822104819287 0.0020608634606144897 0.00011540336327532057 0.0011533039644454029 -0.00098094271081646455 -0.0007064108394399173 -0.0017351260027644859 -0.0033565728214287587
leaf_weight=899.19354331493378 7697.4997469186783 89.722943902015686 105.41380035877228 187.53238880634308 303.4789400100708 59.329203486442566 132.68628716468811 57.087652564048767 28.055760383605957
leaf_count=543 3708 62 41 126 117 36 84 39 24
internal_value=0 0.00013821 0.000203878 0.000815458 8.28099e-05 0.000804295 -0.000151528 1.94942e-05 -0.00116897
internal_weight=0 1862.5 1772.78 292.946 1479.83 362.808 1117.02 956.281 160.742
internal_count=4780 1072 1010 167 843 153 690 582 108
is_linear=0
shrinkage=0.06


Tree=1182
num_leaves=10
num_cat=0
split_feature=53 32 107 9 45 18 114 14 110
split_gain=0.0117285 0.0445626 0.0679766 0.0674879 0.0760714 0.0834217 0.0665009 0.0761736 0.109698
threshold=0.013032016810029747 0.00068727668258361529 0.0079489401541650313 0.0026012937305495147 0.017188700847327713 0.00038414125447161501 0.0092791137285530585 0.00070876078098081063 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -3 -9
right_child=1 6 -4 -5 -6 -7 -8 8 -10
leaf_value=3.4216489047347885e-05 -0.0010215275309097135 0.00060882868164186931 5.2707620396150606e-05 0.0015706442831967635 0.00016753312656212478 -0.0031970846345723506 0.0020900289245392523 -0.0023020840977279128 -4.6964077754851723e-07
leaf_weight=7556.8115471601486 259.62405335903168 426.4275906085968 586.56738209724426 37.021964073181152 126.55204975605011 83.974422931671143 61.281467080116272 96.736883997917175 325.00290584564209
leaf_count=3686 168 173 369 12 64 62 18 68 160
internal_value=0 -0.000129078 -0.00038713 -0.000895822 -0.00109004 -0.00155323 0.000181266 4.3355e-05 -0.000528404
internal_weight=0 2003.19 1093.74 507.172 470.151 343.598 909.449 848.167 421.74
internal_count=4780 1094 675 306 294 230 419 401 228
is_linear=0
shrinkage=0.06


Tree=1183
num_leaves=10
num_cat=0
split_feature=142 46 20 94 82 101 134 123 136
split_gain=0.0120792 0.055443 0.0737135 0.0576875 0.102484 0.0588775 0.0870524 0.0575777 0.0560137
threshold=0.021960759535431865 0.010829726699739696 0.0036604277556762104 0.0019672545604407792 0.0010918468469753864 0.0016846025246195497 0.00093549740267917525 0.00052132029668428015 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 8 -2 -7 -3 -5
right_child=1 7 -4 4 -6 6 -8 -9 -10
leaf_value=-2.454046122792076e-05 0.00096573452162063492 0.0011135363375680096 -0.0026250691155196714 -0.0035052891457456265 0.00026144198647515358 -0.0015701127841720307 0.0018725582566470086 -0.00047325874153571185 -0.0005658551106648527
leaf_weight=8442.2546569108963 265.28798592090607 326.37659478187561 40.81822144985199 54.846101641654968 149.64256274700165 93.133484840393066 36.925534963607788 110.0897604227066 40.625363230705261
leaf_count=4291 104 112 30 42 69 60 7 45 20
internal_value=0 0.000185352 -0.000152881 4.67826e-06 -0.000718509 0.000453052 -0.000592691 0.0007133 -0.00225449
internal_weight=0 1117.75 681.279 640.461 245.114 395.347 130.059 436.466 95.4715
internal_count=4780 489 332 302 131 171 67 157 62
is_linear=0
shrinkage=0.06


Tree=1184
num_leaves=10
num_cat=0
split_feature=82 15 142 115 45 85 21 146 51
split_gain=0.0118155 0.0343064 0.067484 0.0581551 0.0395192 0.0427126 0.0385114 0.0317568 0.0476943
threshold=0.0070226341485977182 0.0037758676335215573 0.0037758676335215573 0.0011980500421486797 0.011880517937242987 0.0005375427135732026 0.002945306478068233 0.011519505176693203 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 6 -6 8 -3
right_child=1 4 3 -5 5 -7 -8 -9 -10
leaf_value=-2.3792749733757877e-05 -1.9176965785850143e-07 0.00052908844785964362 -9.2967121100718001e-05 0.0023295972679738004 0.0025932971726375939 -0.00087178123535499674 0.00051142360629531105 0.00064550520180128846 -0.0010963862996991121
leaf_weight=8480.9632786512375 254.75523507595062 87.192105650901794 52.315263390541077 112.13845312595367 41.697924137115479 58.449500799179077 137.36224722862244 79.985307335853577 255.14095151424408
leaf_count=4152 154 50 30 32 16 50 88 34 174
internal_value=0 0.000187005 0.000611449 0.00155894 -8.26572e-05 0.000536526 0.000996232 -0.000430883 -0.000682378
internal_weight=0 1079.04 419.209 164.454 659.828 237.51 179.06 422.318 342.333
internal_count=4780 628 216 62 412 154 104 258 224
is_linear=0
shrinkage=0.06


Tree=1185
num_leaves=10
num_cat=0
split_feature=104 10 124 117 95 7 28 28 51
split_gain=0.0116339 0.0363007 0.0670462 0.0956327 0.0910048 0.0952289 0.0851989 0.0722061 0.0625471
threshold=0.00060774214216507982 0.0013986918493174019 0.0018488886416889729 0.0012357163941487672 0.00039601318712811922 0.0020292587578296666 0.0022975050378590827 0.013032016810029747 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 -2 6 8 -4 -6
right_child=1 -3 3 -5 5 -7 -8 -9 -10
leaf_value=0.00014138450932862608 0.00013412377324834834 1.7033573630190566e-05 -0.0027287324629870296 0.00045932537153972608 -0.0028274392389989558 -0.0046919586700745908 0.00077627424970514944 0.00056764303560506919 -0.00036012223402899198
leaf_weight=1718.5455712080002 167.08098387718201 6888.3675011396408 67.608562707901001 432.07968246936798 101.60570228099823 32.731720447540283 56.798365235328674 37.021964073181152 58.160213470458984
leaf_count=821 79 3483 48 168 82 28 24 12 35
internal_value=0 -3.09861e-05 -0.000378044 6.52023e-05 -0.00094939 -0.00167557 -0.00121967 -0.00156236 -0.00192925
internal_weight=0 7841.45 953.087 536.71 416.377 249.296 216.564 104.631 159.766
internal_count=4780 3959 476 228 248 169 141 60 117
is_linear=0
shrinkage=0.06


Tree=1186
num_leaves=10
num_cat=0
split_feature=72 95 32 35 106 125 0 23 125
split_gain=0.0120142 0.0428236 0.0966785 0.085151 0.0436547 0.0463084 0.042376 0.0466946 0.0419334
threshold=0.00082683752407319855 0.0036604277556762104 0.000490355829242617 0.0019672545604407792 0.0011980500421486797 0.020035739988088611 0.0026833302108570938 0.0049928687512874612 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 8 7 -1 -6
right_child=-2 2 3 -5 5 -7 -8 -9 -10
leaf_value=1.2451801508416825e-05 -3.1572797343100957e-05 -0.0001693447781465226 0.00066943025743123133 0.0031895448869310294 -0.00021391138394356358 0.0013014199423742885 -0.00043990033398384943 0.0014108475818229772 -0.0013486728818558479
leaf_weight=158.50049662590027 7833.9095437526703 241.20950043201447 131.13158071041107 76.381908178329468 575.93820214271545 59.136345267295837 148.76286005973816 187.83351683616638 147.19631290435791
leaf_count=111 3687 167 63 26 414 26 83 82 121
internal_value=0 0.000143294 0.000647525 0.00159704 -3.38359e-05 -0.000312882 0.000407066 0.000770869 -0.000444896
internal_weight=0 1726.09 448.723 207.513 1277.37 782.271 495.097 346.334 723.135
internal_count=4780 1093 256 89 837 561 276 193 535
is_linear=0
shrinkage=0.06


Tree=1187
num_leaves=10
num_cat=0
split_feature=142 97 5 15 129 116 5 35 78
split_gain=0.0109017 0.0465444 0.073843 0.0674894 0.0800743 0.0595997 0.0563076 0.0723989 0.082584
threshold=0.021960759535431865 0.00043393640953581786 0.00038414125447161501 0.0044099434744566688 0.00040826165059115743 0.0012357163941487672 0.0022975050378590827 0.0033348383149132137 0.029773407615721229
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 8 -3
right_child=1 6 -4 4 -6 -7 -8 -9 -10
leaf_value=-2.3313735768826425e-05 0.00063757181701758203 -0.0042354303594827275 -0.00034277881344321824 0.00026739181939544544 0.0020273233113016452 -0.0020071449223013154 0.00070515672743264621 -4.8002877955794964e-05 -0.00058431881202992205
leaf_weight=8442.2546569108963 85.830257415771484 42.083640575408936 292.65690183639526 164.83943295478821 213.75599610805511 47.735732436180115 102.88296210765839 120.51424145698547 47.446445107460022
leaf_count=4291 39 36 152 82 55 31 29 49 16
internal_value=0 0.000176087 0.000417514 0.000851957 0.00126105 -0.000307635 -0.00044484 -0.00100813 -0.00230052
internal_weight=0 1117.75 804.818 512.161 378.595 133.566 312.927 210.044 89.5301
internal_count=4780 489 359 207 137 70 130 101 52
is_linear=0
shrinkage=0.06


Tree=1188
num_leaves=10
num_cat=0
split_feature=148 92 79 144 118 34 100 148 32
split_gain=0.0109961 0.039321 0.0769466 0.0928544 0.0726765 0.0983239 0.09655 0.0693997 0.0617463
threshold=0.0038949446752667431 0.0092791137285530585 0.007706565549597145 0.013032016810029747 0.014293605927377941 0.00055427959887310873 0.00099512818269431613 0.0012357163941487672 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 8 -6 -7 -8 -1
right_child=-2 2 3 -5 5 6 7 -9 -10
leaf_value=-0.0001194753835111227 -4.6938834070593831e-05 0.00057105865653771519 -0.0030502735169666145 0.0010630900551382085 -0.00094329336127568276 0.0017467305057194764 0.0012476024881237138 -0.0018031353086788609 -0.0014967683406678272
leaf_weight=1753.085763335228 6239.8673295974731 889.56417655944824 47.928590655326843 33.611423134803772 110.47547686100006 251.85052108764648 49.784425139427185 58.256642580032349 125.57591795921326
leaf_count=1062 2943 461 41 14 65 63 18 40 73
internal_value=0 8.8217e-05 0.000409359 -0.00135471 -4.45452e-05 0.00062243 0.00110306 -0.000397381 -0.000211538
internal_weight=0 3320.13 971.104 81.54 2349.03 470.367 359.892 108.041 1878.66
internal_count=4780 1837 516 55 1321 186 121 58 1135
is_linear=0
shrinkage=0.06


Tree=1189
num_leaves=10
num_cat=0
split_feature=109 46 38 95 43 148 66 61 92
split_gain=0.0121749 0.0452189 0.0491378 0.0611728 0.0551153 0.0502522 0.0721855 0.0991852 0.0810173
threshold=0.014740333426743748 0.0020292587578296666 0.0013986918493174019 0.0058306583669036635 0.00099512818269431613 0.020035739988088611 0.00068727668258361529 0.0027679565828293566 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 -3 7 -7 -9
right_child=1 2 3 -5 -6 6 -8 8 -10
leaf_value=-3.5443350893645987e-05 0.00051898356355478052 0.00029390931177777598 -0.0041956152080581972 0.00012030227056642997 -0.00079683609198873389 -0.0026441217287118779 0.00062317276242616708 -0.0011437739080005793 0.0020311993742535097
leaf_weight=7503.8940277099609 704.75548422336578 863.26782155036926 32.731720447540283 68.48826539516449 36.142261385917664 96.83331310749054 121.68323147296906 89.433656573295593 42.770485043525696
leaf_count=3744 357 409 28 34 26 73 50 47 12
internal_value=0 0.000129353 -7.38471e-05 -0.00114944 -0.00241207 4.78559e-05 -0.000557783 -0.0011852 -0.000116611
internal_weight=0 2056.11 1351.35 137.362 68.874 1213.99 350.721 229.037 132.204
internal_count=4780 1036 679 88 54 591 182 132 59
is_linear=0
shrinkage=0.06


Tree=1190
num_leaves=10
num_cat=0
split_feature=117 132 107 10 9 17 25 96 53
split_gain=0.0129335 0.0226681 0.0331654 0.0374166 0.0282613 0.0240473 0.0222072 0.0210772 0.0187023
threshold=0.04673989117145539 0.0026012937305495147 0.0021592099219560628 0.0026833302108570938 0.00017767510871635753 0.0033348383149132137 0.00052132029668428015 0.00066645268816500913 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -5 7 -7 -4 -1
right_child=1 -3 5 4 -6 6 -8 -9 -10
leaf_value=2.376979499950388e-05 0.00014202883307304695 0.0011933114885868921 0.0012791386450498447 -0.00045887600688515742 -0.0026994371450172741 0.0021636846315127569 0.00044760544719202046 -7.8349559237271514e-05 -0.00019499765707240024
leaf_weight=7115.1989270448685 134.83140897750854 80.96143913269043 49.977283358573914 44.22876238822937 37.407680511474609 48.615435123443604 61.474325299263 233.80984389781952 1753.4951611757278
leaf_count=3441 76 25 28 28 32 17 28 141 964
internal_value=0 0.000249963 0.000124829 -0.00047178 -0.00148555 0.000452714 0.00120542 0.000160715 -1.94843e-05
internal_weight=0 691.306 610.345 216.468 81.6364 393.877 110.09 283.787 8868.69
internal_count=4780 375 350 136 60 214 45 169 4405
is_linear=0
shrinkage=0.06


Tree=1191
num_leaves=10
num_cat=0
split_feature=108 30 51 21 53 17 18 95 110
split_gain=0.0111 0.0321045 0.0328409 0.0601813 0.0285429 0.0273187 0.0471896 0.0366498 0.0351161
threshold=0.021960759535431865 0.0031340263085439806 0.0018488886416889729 0.00087947337306104611 0.0072436286136507997 0.0025217677466571335 0.00066645268816500913 0.00047558375808876013 0.024066280573606495
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -3 6 7 -2 -9
right_child=1 4 3 -5 -6 -7 -8 8 -10
leaf_value=-2.1276412598172392e-05 -0.0015101321828224492 0.0020198126757550129 0.0016846854750369952 -2.5071762261358893e-06 0.00028556393831330923 0.00055514051765441876 -0.0021429710937024378 -0.0004072456413905915 0.0013476994435789105
leaf_weight=8625.8216115236282 61.956470847129822 60.305335283279419 102.97939121723175 291.68077003955841 78.816317319869995 94.989319324493408 58.449500799179077 123.52722525596619 61.474325299263
leaf_count=4271 53 27 34 161 33 37 50 86 28
internal_value=0 0.000196458 4.93222e-05 0.000437735 0.00103731 -0.000333526 -0.000609923 -0.000247084 0.000175907
internal_weight=0 934.179 795.057 394.66 139.122 400.397 305.408 246.958 185.002
internal_count=4780 509 449 195 60 254 217 167 114
is_linear=0
shrinkage=0.06


Tree=1192
num_leaves=10
num_cat=0
split_feature=33 81 19 8 66 42 106 50 68
split_gain=0.0118527 0.036841 0.0663158 0.049359 0.0875063 0.0813274 0.0568149 0.0458174 0.0775263
threshold=0.0098710241727530974 0.020658296532928947 0.0063990866765379914 0.0095705352723598498 0.00043393640953581786 0.0023699469165876512 0.0072436286136507997 0.015200819820165636 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 5 -5 -7 8 -2
right_child=1 2 -4 4 -6 6 -8 -9 -10
leaf_value=-2.9613205169475057e-05 -0.00081240640880292586 0.0018829526202078111 -5.891192466451178e-05 -0.00050457101510687798 0.00055256114998417495 -0.0050755455922939299 -0.0013531800403145168 0.00074986020052178665 0.00046536984058205962
leaf_weight=7990.1329673528671 298.98399746417999 114.47643315792084 141.65249085426331 84.757696509361267 109.11362862586975 32.731720447540283 26.886770367622375 362.12129902839661 399.14326310157776
leaf_count=3978 182 34 72 43 54 28 23 177 189
internal_value=0 0.000150722 0.000809001 2.23825e-05 -0.000729766 -0.0016989 -0.00339683 0.00020221 -8.1858e-05
internal_weight=0 1569.87 256.129 1313.74 253.49 144.376 59.6185 1060.25 698.127
internal_count=4780 802 106 696 148 94 51 548 371
is_linear=0
shrinkage=0.06


Tree=1193
num_leaves=10
num_cat=0
split_feature=126 6 6 106 2 42 79 72 23
split_gain=0.0128121 0.0181589 0.0261962 0.0298454 0.0549694 0.0271734 0.0202058 0.0503517 0.101802
threshold=0.0045489775948226461 0.0038949446752667431 0.0010918468469753864 0.0022272822679951791 0.00057154725072905432 0.00093549740267917525 0.020035739988088611 0.079227816313505187 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -4 -1 8 -8
right_child=-2 -3 3 4 -6 -7 7 -9 -10
leaf_value=-1.8090451198425189e-06 0.00035451023524415911 -0.0011282744769325523 8.7505131300865047e-05 0.00075087675759512719 -0.0023631757430953946 0.0014218305290199281 -0.001061919707691109 0.00088238046376555828 0.00096355241417065123
leaf_weight=8231.5471667051315 353.43254196643829 52.315263390541077 91.482349276542664 54.460385203361511 32.635291337966919 137.56694614887238 392.61146855354309 98.303431153297424 115.64542317390442
leaf_count=4096 263 30 34 22 23 39 208 30 35
internal_value=0 -1.36094e-05 -7.2392e-06 0.000529416 -0.000415978 0.000888901 -2.64357e-05 -0.000360641 -0.000601057
internal_weight=0 9206.57 9154.25 316.145 87.0957 229.049 8838.11 606.56 508.257
internal_count=4780 4517 4487 118 45 73 4369 273 243
is_linear=0
shrinkage=0.06


Tree=1194
num_leaves=10
num_cat=0
split_feature=58 100 62 0 77 147 59 63 87
split_gain=0.011997 0.0275586 0.0302471 0.0290265 0.0228639 0.0211775 0.017662 0.0168163 0.0514378
threshold=0.029773407615721229 0.00044738779251929378 0.00093549740267917525 0.011519505176693203 0.0015349716995842757 0.0013146653072908523 0.0014427106943912806 0.00085274505545385193 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 5 -4 -5 8 -1
right_child=1 2 4 6 -6 -7 -8 -9 -10
leaf_value=0.0002075232374478185 -0.0011161190220361312 0.00034497438054586864 -0.00015258868680157386 0.00067339491606167238 -0.0011307305994076404 0.0017535115367280662 0.0022026554741458562 -7.3239032613188349e-05 -0.00051739731393244325
leaf_weight=2445.3071668148041 47.832161545753479 234.9788339138031 98.098732233047485 48.808293342590332 65.270582675933838 26.693912148475647 61.377896189689636 6119.9316627979279 411.70102524757385
leaf_count=1246 36 142 79 27 46 13 23 2924 244
internal_value=0 0.000263734 0.000387048 0.000721751 -0.00022079 0.000255138 0.00152525 -1.71298e-05 0.000103061
internal_weight=0 583.06 535.228 345.165 190.063 124.793 110.186 8976.94 2857.01
internal_count=4780 366 330 192 138 92 50 4414 1490
is_linear=0
shrinkage=0.06


Tree=1195
num_leaves=10
num_cat=0
split_feature=87 17 99 92 46 3 116 82 79
split_gain=0.0121918 0.0627177 0.0746735 0.0677796 0.0500318 0.0483722 0.0632021 0.0581677 0.03792
threshold=0.0058306583669036635 0.00057154725072905432 0.0068083447404205808 0.00017767510871635753 0.0038949446752667431 0.00057154725072905432 0.0014427106943912806 0.00085274505545385193 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -4 8 -7 -8 -5
right_child=1 3 4 5 -6 6 7 -9 -10
leaf_value=-2.5672948670686452e-05 -1.5196464639230724e-05 0.0022372147847135484 -0.00074676038092845096 -0.0018300776750532124 -0.0037210035237165927 0.0020558653037798824 -0.0011918506317956234 0.00085877775603276072 5.4325151237877716e-05
leaf_weight=8359.8467811346054 302.10525107383728 71.802377223968506 46.470313310623169 43.252630591392517 36.238690495491028 104.14838123321533 68.584694504737854 181.79570853710175 345.75543880462646
leaf_count=4191 165 27 25 37 31 35 39 67 163
internal_value=0 0.000178829 -0.000452523 0.000476807 -0.00204992 0.000306807 0.000813741 0.000297066 -0.000155196
internal_weight=0 1200.15 384.814 815.339 82.709 743.537 354.529 250.38 389.008
internal_count=4780 589 221 368 56 341 141 106 200
is_linear=0
shrinkage=0.06


Tree=1196
num_leaves=10
num_cat=0
split_feature=28 113 92 68 12 85 23 140 94
split_gain=0.0119736 0.0358553 0.0518593 0.0970851 0.0766601 0.103476 0.0764543 0.104536 0.0659733
threshold=0.0020292587578296666 0.0005893622583243997 0.00017767510871635753 0.0035485138650983576 0.0013986918493174019 0.0014427106943912806 0.0072436286136507997 0.00060774214216507982 0.012252715881913902
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 7 -7 -5
right_child=-2 -3 3 8 5 6 -8 -9 -10
leaf_value=0.00077473395247662058 0.00010095707126010069 5.545831633354637e-05 -0.00015048275869337981 -0.0015135793510227793 -0.0024741250470419031 0.00077803017401387945 0.0018518188124788707 -0.002606640198479269 0.00079514837601208158
leaf_weight=372.54578006267548 2932.0637741088867 4375.7173775434494 1200.8403302431107 354.99908912181854 73.453512787818909 77.550898194313049 64.884866237640381 56.991223454475403 50.953415155410767
leaf_count=181 1328 2322 565 225 53 27 26 34 19
internal_value=0 -4.46613e-05 -0.000239179 -0.000421653 0.000215094 -0.000548947 0.000160141 -0.000655696 -0.0012238
internal_weight=0 6627.94 2252.22 1606.79 645.426 272.881 199.427 134.542 405.953
internal_count=4780 3452 1130 809 321 140 87 61 244
is_linear=0
shrinkage=0.06


Tree=1197
num_leaves=10
num_cat=0
split_feature=124 114 87 33 30 63 53 78 140
split_gain=0.0114486 0.0303746 0.0330964 0.0492132 0.0516864 0.0579653 0.0376047 0.0510238 0.0413429
threshold=0.013860232196748258 0.02129978779703379 0.00043393640953581786 0.00066645268816500913 0.0095705352723598498 0.00042089859198313212 0.013032016810029747 0.0019071503775194289 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 8 -8 -2
right_child=1 -3 3 -5 -6 -7 7 -9 -10
leaf_value=-2.9773703546230122e-05 0.00017368550626785341 -0.0002805563210794934 -0.00014109194253137457 0.0002702524755387321 0.00025298324974744503 -0.0036678524984815573 0.00099264539262094759 -0.0023673079936076999 0.0012306644457641858
leaf_weight=7929.5146633386612 234.11097192764282 440.9376163482666 29.03189218044281 454.38692188262939 57.967355251312256 39.745660543441772 31.369872212409973 33.8042813539505 309.13103187084198
leaf_count=4054 97 210 15 192 25 34 17 24 112
internal_value=0 0.000144798 0.000302467 -2.13608e-05 -0.00106681 -0.00217916 0.000611772 -0.000750082 0.000775158
internal_weight=0 1630.49 1189.55 581.132 126.745 68.7776 608.416 65.1742 543.242
internal_count=4780 726 516 266 74 49 250 41 209
is_linear=0
shrinkage=0.06


Tree=1198
num_leaves=10
num_cat=0
split_feature=116 128 102 8 80 105 53 133 58
split_gain=0.011366 0.0364851 0.0986228 0.0944652 0.116565 0.0841227 0.0806157 0.140583 0.130185
threshold=0.0081988852471113222 0.00093549740267917525 0.0022272822679951791 0.0060143163427710542 0.00050559637020342063 0.0022272822679951791 0.0095705352723598498 0.0062037324532866487 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 -4 -9
right_child=1 -3 6 5 -6 -7 -8 8 -10
leaf_value=-3.5793332886933636e-05 0.0023410025489819142 0.00034249931869947872 0.00030441628726540526 0.0027983680365696148 -0.0011650055270819896 0.00051570643501736534 -0.0001472320801262636 -0.0057915277658259108 -0.0015425383990869659
leaf_weight=7357.6383244991302 41.794353246688843 1201.3461571931839 71.89880633354187 77.454469084739685 186.3633987903595 232.84555280208588 278.72545075416565 40.914650559425354 71.019103646278381
leaf_count=3791 21 472 32 22 125 91 145 35 46
internal_value=0 0.000119578 -0.000147956 0.000404029 -0.000522769 0.00108549 -0.000790513 -0.00176585 -0.00309565
internal_weight=0 2202.36 1001.02 538.458 228.158 310.3 462.558 183.833 111.934
internal_count=4780 989 517 259 146 113 258 113 81
is_linear=0
shrinkage=0.06


Tree=1199
num_leaves=10
num_cat=0
split_feature=25 15 47 1 3 105 46 102 40
split_gain=0.0113336 0.0359269 0.0285302 0.0548274 0.0398005 0.0482405 0.0446777 0.0478137 0.0355352
threshold=0.030689206905663017 0.014740333426743748 0.0049928687512874612 0.00046126570669002836 0.020035739988088611 0.0019672545604407792 0.00244467705488205 0.0041444667149335155 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 8 -8 -2
right_child=1 -3 3 -5 -6 -7 7 -9 -10
leaf_value=-1.9466318125865182e-05 -0.0011985277406848726 0.0013133532803803528 0.00017140100520610294 -0.0026405602901640674 0.0013064477987827245 0.00045480752849929782 -0.0036695577816696703 -0.000287766385490542 0.00098056048540926606
leaf_weight=8780.4057402610779 52.411692500114441 94.892890214920044 70.729816317558289 38.576670527458191 102.78653299808502 304.16578447818756 32.731720447540283 27.862902164459229 55.436517000198364
leaf_count=4477 35 32 31 33 24 93 28 14 13
internal_value=0 0.000219245 6.76124e-05 -0.000821002 0.00023642 3.70271e-06 -0.00081088 -0.00211453 -7.84251e-05
internal_weight=0 779.595 684.702 109.306 575.395 472.609 168.443 60.5946 107.848
internal_count=4780 303 271 64 207 183 90 42 48
is_linear=0
shrinkage=0.06


Tree=1200
num_leaves=10
num_cat=0
split_feature=67 21 8 21 25 24 116 16 104
split_gain=0.0119458 0.0274801 0.0328024 0.025464 0.0178793 0.0396634 0.047923 0.0318963 0.0694356
threshold=0.0068083447404205808 0.00057154725072905432 0.0027679565828293566 0.00099512818269431613 0.030689206905663017 0.001792412775103003 0.0016846025246195497 0.0013986918493174019 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 7 -6 -7 -1 -9
right_child=1 3 -4 -5 5 6 -8 8 -10
leaf_value=-1.9708139997725135e-05 0.00025163941301779993 0.0017776249903131331 -0.0014702310986795769 0.00035209704421678128 0.00059865577727478958 -0.001929150299658709 9.8429228450224655e-05 -0.0020245787353633578 0.00013006370288169984
leaf_weight=8194.4050921201706 166.88812565803528 65.957427144050598 52.315263390541077 142.72505176067352 467.45051097869873 53.580682516098022 193.58203780651093 90.795504808425903 132.30057072639465
leaf_count=4197 69 22 30 68 154 36 82 58 64
internal_value=0 0.000309851 -0.000159304 0.000802658 -1.45181e-05 0.000273618 -0.000341116 -3.89797e-05 -0.000746831
internal_weight=0 427.886 219.203 208.682 9132.11 714.613 247.163 8417.5 223.096
internal_count=4780 189 99 90 4591 272 118 4319 122
is_linear=0
shrinkage=0.06


Tree=1201
num_leaves=10
num_cat=0
split_feature=70 58 131 79 70 84 97 79 93
split_gain=0.011764 0.0205801 0.0225702 0.0199562 0.0208664 0.0164936 0.0161278 0.0171793 0.027633
threshold=0.017188700847327713 0.0013560238294303419 0.015200819820165636 0.0038949446752667431 0.023343417793512348 0.0016846025246195497 0.0026012937305495147 0.007706565549597145 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 5 4 -2 6 7 8 -3
right_child=1 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-1.8693896792995677e-05 0.0020091141391606858 -0.0011141847279629281 -0.0011606464894886104 8.6246789363277068e-05 0.0004439667651754097 0.00080808738755514095 -0.0012304974315688964 0.00077960140087342516 0.00036440220993855954
leaf_weight=8860.9933036565781 61.281467080116272 75.695063710212708 52.411692500114441 100.73784029483795 61.377896189689636 105.79951679706573 37.214822292327881 90.409788370132446 114.07887601852417
leaf_count=4423 18 50 35 37 23 61 22 38 73
internal_value=0 0.000236974 1.38495e-05 0.000712003 0.00122593 0.000159307 -5.69531e-05 9.89205e-05 -0.000225361
internal_weight=0 699.007 475.61 223.397 122.659 423.198 317.399 280.184 189.774
internal_count=4780 357 279 78 41 244 183 161 123
is_linear=0
shrinkage=0.06


Tree=1202
num_leaves=10
num_cat=0
split_feature=35 143 19 150 129 58 91 59 45
split_gain=0.0117176 0.0601409 0.0592851 0.0704372 0.0641119 0.0608987 0.0904621 0.0516813 0.10092
threshold=0.0081988852471113222 0.0079489401541650313 0.010180860292166473 0.00055427959887310873 0.011519505176693203 0.00017767510871635753 0.00017767510871635753 0.0056525857653468856 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 -7 8 -3
right_child=1 7 3 -5 5 6 -8 -9 -10
leaf_value=-3.4932941465152952e-05 0.00032900914069705764 0.0026265305580991101 -0.0026296709413402711 -0.00036809705195809306 0.00097035304511633046 -0.003705477196256109 -0.00053388798906463828 0.00029034219465640104 -0.00044478325026875974
leaf_weight=7488.8781750202179 901.65163385868073 106.29350304603577 62.932602643966675 233.61698567867279 52.025976061820984 44.22876238822937 120.80352878570557 489.16733503341675 60.401764392852783
leaf_count=3800 432 27 44 131 15 28 64 207 32
internal_value=0 0.000126312 -9.37883e-05 -0.000848039 0.00010615 -0.000819599 -0.00138388 0.000601259 0.00151364
internal_weight=0 2071.12 1415.26 296.55 1118.71 217.058 165.032 655.863 166.695
internal_count=4780 980 714 175 539 107 92 266 59
is_linear=0
shrinkage=0.06


Tree=1203
num_leaves=10
num_cat=0
split_feature=117 97 140 46 3 123 65 29 110
split_gain=0.0125005 0.0254943 0.0275156 0.0361169 0.0242793 0.0276501 0.0195495 0.0193922 0.0179397
threshold=0.04673989117145539 0.0036604277556762104 0.02636832278221846 0.0070226341485977182 0.00038414125447161501 0.00047558375808876013 0.0011261500185355546 0.034632634371519096 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 4 7 5 -2 -5 -4 -1
right_child=1 -3 3 6 -6 -7 -8 -9 -10
leaf_value=1.9305762747470584e-05 0.00044529076953649067 -0.0012333335073060352 -0.0025866442180820046 -0.00054032989335311109 0.00099973500299077025 -0.0011273280588929321 0.0012566699970842639 -0.00042199215644104306 -0.00020849253839660546
leaf_weight=7371.3160103559494 225.33762645721436 39.552802324295044 30.39374041557312 42.083640575408936 230.50757277011871 49.001151561737061 45.204894185066223 29.224750399589539 1497.3780778646469
leaf_count=3606 119 24 26 36 89 37 19 25 799
internal_value=0 0.000245742 0.000335503 -0.000387196 0.000545803 0.000164397 0.000390299 -0.00152554 -1.91554e-05
internal_weight=0 691.306 651.753 146.907 504.846 274.339 87.2885 59.6185 8868.69
internal_count=4780 375 351 106 245 156 55 51 4405
is_linear=0
shrinkage=0.06


Tree=1204
num_leaves=10
num_cat=0
split_feature=126 129 63 104 18 47 47 37 44
split_gain=0.0112678 0.020672 0.0489115 0.0159158 0.0447802 0.050097 0.0621142 0.0643873 0.0655102
threshold=0.0045489775948226461 0.0053125319536775359 0.0030382014811038975 0.0063990866765379914 0.010829726699739696 0.029773407615721229 0.0098710241727530974 0.0016331639490090313 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 7 8 -5
right_child=1 2 -4 4 -6 -7 -8 -9 -10
leaf_value=3.405213828375997e-05 0.00057652114718699282 -0.002094819260423245 0.00091378029777117967 0.00043716363422789743 0.00063484295379232891 0.00030142942431414949 -0.00084869112191370542 0.00051889060375675449 -0.0008733469573604587
leaf_weight=6808.8034323453903 275.49592733383179 37.407680511474609 40.528934121131897 199.42698788642883 238.30478644371033 490.22805523872375 646.67985916137695 382.19882822036743 440.92577564716339
leaf_count=3292 216 32 15 87 76 262 386 145 269
internal_value=0 0.000332458 -0.000530274 -1.27628e-05 -0.000145701 -0.000231837 -0.000388449 -9.73834e-05 -0.000465211
internal_weight=0 353.433 77.9366 9206.57 2397.76 2159.46 1669.23 1022.55 640.353
internal_count=4780 263 47 4517 1225 1149 887 501 356
is_linear=0
shrinkage=0.06


Tree=1205
num_leaves=10
num_cat=0
split_feature=7 7 72 139 150 137 109 85 60
split_gain=0.0115021 0.0319705 0.0763374 0.0915322 0.0552981 0.114053 0.0627444 0.0523742 0.0361809
threshold=0.014293605927377941 0.0072436286136507997 0.0084566329605877417 0.0011261500185355546 0.00099512818269431613 0.00093549740267917525 0.0013146653072908523 0.00060774214216507982 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 6 -4 -3 -6
right_child=-2 2 4 -5 8 -7 -8 -9 -10
leaf_value=1.5261103535836231e-05 0.00023691119562494549 -0.00046795776486446426 -0.00080475131273449979 0.00020783363002774594 0.0010411879736461817 0.00089586732347559782 -0.0043509716549751292 -0.0033636869172460329 -0.00013759516168045346
leaf_weight=8166.5421899557114 684.89449465274811 31.369872212409973 33.611423134803772 71.705948114395142 151.59482634067535 56.70193612575531 38.576670527458191 79.394891977310181 245.60801386833191
leaf_count=4183 281 17 14 22 51 19 33 63 97
internal_value=0 -1.82825e-05 -0.000404889 -0.00146235 -3.81172e-05 -0.00111799 -0.00269982 -0.00254358 0.000312294
internal_weight=0 8875.11 708.564 182.471 526.093 128.89 72.1881 110.765 397.203
internal_count=4780 4499 316 102 214 66 47 80 148
is_linear=0
shrinkage=0.06


Tree=1206
num_leaves=10
num_cat=0
split_feature=99 143 4 137 73 49 39 148 78
split_gain=0.0109429 0.0275108 0.0661098 0.060549 0.102534 0.187424 0.0850981 0.10957 0.0919333
threshold=0.00017767510871635753 0.001792412775103003 0.00087947337306104611 0.00037263428384903824 0.027182282879948619 0.00017767510871635753 0.0016846025246195497 0.032603342086076743 0.012252715881913902
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 -3 -8
right_child=1 2 -4 -5 5 -7 8 -9 -10
leaf_value=0.00012391809161613039 0.00020158095443605445 -0.00020936063894102185 4.5935273540138463e-05 0.00015296271680790538 -0.0057673532409432413 0.00011869589690293426 -0.0015407951750520789 0.0024502866997489691 -0.00018772834014546669
leaf_weight=2022.6758335828781 1450.3291898965836 520.71822476387024 4148.9688365459442 551.90707945823669 37.407680511474609 40.625363230705261 380.62044036388397 62.450457096099854 344.29716145992279
leaf_count=1091 744 293 1951 241 32 20 242 19 147
internal_value=0 -3.3254e-05 -8.92074e-05 -0.000378524 -0.000590144 -0.00270297 -0.000464105 7.54561e-05 -0.000898161
internal_weight=0 7537.32 6087 1938.03 1386.12 78.033 1308.09 583.169 724.918
internal_count=4780 3689 2945 994 753 52 701 312 389
is_linear=0
shrinkage=0.06


Tree=1207
num_leaves=10
num_cat=0
split_feature=97 42 5 94 67 50 46 39 133
split_gain=0.0116968 0.0650958 0.0309601 0.0307587 0.014714 0.0204422 0.0609507 0.0951041 0.0630573
threshold=0.04273676127195359 0.00093549740267917525 0.00075379351619631063 0.00043393640953581786 0.0068083447404205808 0.0053125319536775359 0.040252277627587325 0.00244467705488205 0.029773407615721229
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 8 -8 -1
right_child=1 2 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.00022912686055099471 -0.0015651343340477076 0.0012501663700979222 0.0014264048954028667 -0.00079679197408143014 0.00033797825787336357 7.2323649801886607e-05 -0.0011726230917545727 0.0011722918458807582 0.00069323979365728194
leaf_weight=4212.552761554718 51.146273374557495 45.108465075492859 128.31145513057709 63.812305331230164 413.8579877614975 4003.5691546201706 80.371023774147034 276.3993114233017 284.87152886390686
leaf_count=2148 29 14 36 30 177 2102 54 84 106
internal_value=0 0.000376315 0.000794884 5.09357e-05 -1.17047e-05 -2.80428e-05 -0.000110821 0.000644044 -0.000170703
internal_weight=0 288.378 237.232 108.921 9271.62 8857.76 4854.19 356.77 4497.42
internal_count=4780 109 80 44 4671 4494 2392 138 2254
is_linear=0
shrinkage=0.06


Tree=1208
num_leaves=10
num_cat=0
split_feature=124 142 135 98 101 51 12 22 116
split_gain=0.0112765 0.0310804 0.0360935 0.0493797 0.0680333 0.0526793 0.0477415 0.0363624 0.0347918
threshold=0.016668972559273246 0.011519505176693203 0.00096484774257987748 0.00096484774257987748 0.00096484774257987748 0.0034400182776153092 0.015200819820165636 0.00037263428384903824 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 7 -4 -6 -2
right_child=1 -3 6 4 5 -7 -8 -9 -10
leaf_value=-2.6766555062796304e-05 0.00047473187244752389 0.00068350899740876353 0.0011011392362808379 -0.00011470679694644629 -0.0018828516239991549 -0.00061602134807079714 -0.000878869767743118 -0.0049242642841919228 -0.0006138112103390511
leaf_weight=8179.8950663805008 373.03976631164551 313.80699193477631 188.9060777425766 190.26792597770691 31.466301321983337 52.315263390541077 57.087652564048767 25.717780351638794 147.49744093418121
leaf_count=4160 147 116 78 89 22 30 39 22 77
internal_value=0 0.000158646 4.18054e-06 -0.000186981 -0.00080042 -0.00199193 0.000641639 -0.00325069 0.000166286
internal_weight=0 1380.11 1066.3 820.304 299.767 109.499 245.994 57.1841 520.537
internal_count=4780 620 504 387 163 74 117 44 224
is_linear=0
shrinkage=0.06


Tree=1209
num_leaves=10
num_cat=0
split_feature=87 17 17 94 92 10 23 2 76
split_gain=0.011263 0.054093 0.0687517 0.0642904 0.056 0.0553913 0.102688 0.0503804 0.0483194
threshold=0.0058306583669036635 0.00057154725072905432 0.040252277627587325 0.00093549740267917525 0.00017767510871635753 0.0035485138650983576 0.0056525857653468856 0.00037263428384903824 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 4 -4 -3 6 -2 -7 -9
right_child=1 2 3 -5 -6 7 -8 8 -10
leaf_value=-2.4675659860922064e-05 0.0001935166584752827 0.0022569600580106949 0.00081835533695326834 -0.0025411368764202114 0.00046609708988476489 0.00051798257048423413 -0.0035072629271891676 -0.0032728498661877999 -9.0939487740760572e-05
leaf_weight=8359.8467811346054 56.798365235328674 69.464397192001343 34.683984041213989 50.170141577720642 661.02070808410645 204.19937705993652 51.435560703277588 28.055760383605957 44.325191497802734
leaf_count=4191 24 25 10 38 295 96 44 24 33
internal_value=0 0.000171882 0.000448614 -0.00116795 0.000636397 -0.000414455 -0.00156519 3.58613e-05 -0.00132429
internal_weight=0 1200.15 815.339 84.8541 730.485 384.814 108.234 276.58 72.381
internal_count=4780 589 368 48 320 221 68 153 57
is_linear=0
shrinkage=0.06


Tree=1210
num_leaves=10
num_cat=0
split_feature=117 141 107 140 124 35 83 100 120
split_gain=0.0112233 0.0199032 0.0195099 0.0471603 0.0355464 0.0268096 0.0249086 0.0361676 0.0257851
threshold=0.04673989117145539 0.016668972559273246 0.00244467705488205 0.02636832278221846 0.00040826165059115743 0.00057154725072905432 0.0081988852471113222 0.0021592099219560628 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 -2 -5 -4 -8 -9
right_child=1 -3 3 5 -6 -7 7 8 -10
leaf_value=-1.815047058248288e-05 -0.0014452118013749446 0.0012233535809449026 -0.00011624339898096399 0.00053507273699128965 0.00014112031863485166 -0.0014710371319533804 0.002380061550125516 -0.00019712675419107856 0.0015631966119027847
leaf_weight=8868.6940882205963 67.704991817474365 66.053856253623962 68.681123614311218 39.649231433868408 204.29580616950989 60.691051721572876 63.619447112083435 65.174153566360474 55.436517000198364
leaf_count=4405 53 27 44 29 101 47 20 41 13
internal_value=0 0.00023285 0.00012821 0.00042231 -0.000253741 -0.000678327 0.000858978 0.00122254 0.000611974
internal_weight=0 691.306 625.252 353.252 272.001 100.34 252.911 184.23 120.611
internal_count=4780 375 348 194 154 76 118 74 54
is_linear=0
shrinkage=0.06


Tree=1211
num_leaves=10
num_cat=0
split_feature=33 80 134 19 107 58 28 91 82
split_gain=0.0112611 0.0388912 0.0710087 0.0777305 0.0598431 0.0542406 0.049894 0.0452713 0.0452102
threshold=0.0098710241727530974 0.0025217677466571335 0.00017767510871635753 0.011880517937242987 0.0092791137285530585 0.0053125319536775359 0.00017767510871635753 0.0028552538715302949 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -4 -8 -5
right_child=1 2 6 8 -6 -7 7 -9 -10
leaf_value=-2.886475884924165e-05 0.00046704265389622816 -0.0028229699383077178 0.0019345469718165904 -0.00039852466951514491 0.00022807659573721153 -0.00068207692381875012 0.0013366440330616547 -0.00032056654474384128 0.0013814324996653104
leaf_weight=7990.1329673528671 730.47326457500458 103.75082409381866 70.633387207984924 167.27384209632874 61.667183518409729 72.284522771835327 83.299419164657593 206.34449887275696 74.140357255935669
leaf_count=3978 379 74 26 89 38 52 27 88 29
internal_value=0 0.000146913 -0.000131677 -0.000610221 -0.0013804 -0.00194387 0.000504717 0.000156035 0.000148115
internal_weight=0 1569.87 839.394 479.117 237.703 176.035 360.277 289.644 241.414
internal_count=4780 802 423 282 164 126 141 115 118
is_linear=0
shrinkage=0.06


Tree=1212
num_leaves=10
num_cat=0
split_feature=149 149 43 145 84 105 4 102 80
split_gain=0.011305 0.0697316 0.0695676 0.117005 0.088457 0.0850721 0.1405 0.110824 0.098336
threshold=0.00060774214216507982 0.0013986918493174019 0.00017767510871635753 0.0045489775948226461 0.00093549740267917525 0.0025217677466571335 0.0015833032084628942 0.0036604277556762104 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 -2 -7
right_child=1 -3 -4 4 -6 8 -8 -9 -10
leaf_value=8.3382296543942704e-05 -0.0032091996147849359 5.8582401557891894e-05 -7.6361578793651512e-05 0.001265288883040576 -0.001726289464037613 -0.0039399297805810165 0.0011692003549709686 0.00054093552313927472 -0.00085248358466729127
leaf_weight=3630.6004325151443 88.746812105178833 4618.1922971010208 779.67911505699158 115.93471050262451 51.339131593704224 88.843241214752197 81.154297351837158 41.697924137115479 63.812305331230164
leaf_count=1601 71 2495 367 50 39 76 35 16 30
internal_value=0 -5.10554e-05 -0.00043721 -0.000966524 0.000347124 -0.00156978 -0.000790952 -0.00201043 -0.00264933
internal_weight=0 5929.4 1311.21 531.528 167.274 364.255 211.599 130.445 152.656
internal_count=4780 3179 684 317 89 228 122 87 106
is_linear=0
shrinkage=0.06


Tree=1213
num_leaves=10
num_cat=0
split_feature=133 92 132 101 98 127 52 135 83
split_gain=0.0111959 0.0484397 0.0563667 0.0638826 0.0920364 0.0643827 0.154956 0.107112 0.0660027
threshold=0.0054799309000372895 0.021960759535431865 0.007706565549597145 0.0049928687512874612 0.0072436286136507997 0.0012745757703669371 0.0060143163427710542 0.00050559637020342063 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 8 7 -7 -3
right_child=1 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-5.7732158726955172e-05 0.00016457756690880154 0.0010177776130887773 0.0012466237995823262 -0.0018094910510651088 0.001221457141483128 -0.0049430142979776208 0.00015666053330059323 -0.00084670447871008729 -0.0011025695084943387
leaf_weight=5339.1326240301132 3509.0017894506454 113.40387225151062 69.367968082427979 118.85126519203186 116.12756872177124 54.846101641654968 100.73784029483795 39.552802324295044 98.978434920310974
leaf_count=2797 1615 38 20 82 60 42 37 24 65
internal_value=0 7.30276e-05 -0.00037825 -0.000553681 -0.000268652 -0.000693277 -0.00148005 -0.00322668 2.96132e-05
internal_weight=0 4220.87 711.866 642.498 523.647 407.519 195.137 94.3989 212.382
internal_count=4780 1983 368 348 266 206 103 66 103
is_linear=0
shrinkage=0.06


Tree=1214
num_leaves=10
num_cat=0
split_feature=35 115 4 145 93 60 85 93 38
split_gain=0.0111951 0.0336625 0.0490719 0.0329207 0.056956 0.0499219 0.0452626 0.0899349 0.0686214
threshold=0.00073092587990686308 0.015675474889576439 0.0011615398107096555 0.010500331409275534 0.0048403022810816774 0.0084566329605877417 0.0012357163941487672 0.0012745757703669371 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 -1 8 -8
right_child=-2 2 -4 4 -6 -7 7 -9 -10
leaf_value=4.8655880611162225e-05 -3.193810988539907e-05 -0.0021933960765426409 0.00058678992798479046 0.0011313115732884853 -0.0010814758427193101 0.00083227191400683483 -0.0048147924933333837 8.5737774477469511e-05 -0.00058045106404870542
leaf_weight=1063.538990020752 7697.4997469186783 52.411692500114441 40.528934121131897 250.86254858970642 50.266570687294006 257.29791402816772 31.562730431556702 91.578778386116028 24.452361226081848
leaf_count=659 3708 35 15 131 43 107 27 39 16
internal_value=0 0.000131997 -0.000981031 0.000190455 0.000761938 7.32616e-05 -8.79856e-05 -0.0010726 -0.00296637
internal_weight=0 1862.5 92.9406 1769.56 301.129 1468.43 1211.13 147.594 56.0151
internal_count=4780 1072 50 1022 174 848 741 82 43
is_linear=0
shrinkage=0.06


Tree=1215
num_leaves=10
num_cat=0
split_feature=28 14 106 106 108 43 96 124 65
split_gain=0.0109757 0.0438937 0.0727212 0.0693995 0.0529058 0.0582842 0.0499204 0.0505126 0.0453618
threshold=0.0026012937305495147 0.007706565549597145 0.0030382014811038975 0.00080172589514404546 0.017724351026117805 0.00099512818269431613 0.00080172589514404546 0.00073092587990686308 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 3 -3 5 -4 -5 -8 -2
right_child=1 2 4 6 -6 -7 7 -9 -10
leaf_value=-3.7049901866619278e-05 0.00032679343771387169 -0.00073865552488724668 -0.003305938687280826 0.0017109308709596714 0.00047439149464718135 -0.00016698892327324729 0.0015718225924128584 -0.00062084624357183673 -0.0013763616860950248
leaf_weight=7176.5294604301453 1673.5572166442871 240.43806755542755 65.463440895080566 101.81040120124817 33.707852244377136 31.562730431556702 54.363956093788147 124.31049883365631 58.256642580032349
leaf_count=3700 694 127 56 33 19 27 17 67 40
internal_value=0 0.000111556 -0.000308192 9.33428e-06 -0.00157341 -0.00228483 0.000650528 4.63009e-05 0.000269501
internal_weight=0 2383.47 651.657 520.923 130.734 97.0262 280.485 178.674 1731.81
internal_count=4780 1080 346 244 102 83 117 84 734
is_linear=0
shrinkage=0.06


Tree=1216
num_leaves=10
num_cat=0
split_feature=80 18 99 24 50 81 63 108 26
split_gain=0.0117204 0.095767 0.0809836 0.122682 0.139442 0.0777586 0.0692788 0.0618151 0.0441465
threshold=0.0054799309000372895 0.0026833302108570938 0.0084566329605877417 0.0044099434744566688 0.0033348383149132137 0.004017772153019906 0.0030382014811038975 0.007706565549597145 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 -3 -4 -6 -7 -2
right_child=1 2 5 -5 6 7 -8 -9 -10
leaf_value=4.0284339859091291e-05 0.00026115021565673816 -0.0046607546338724905 0.0015820242147234599 -1.9738051244797898e-05 -0.0031555717970979543 -0.0020523195890047074 -0.00032464634617023521 0.00069494102632555916 -0.00035434300788867877
leaf_weight=6989.8767743110657 1430.5646294355392 63.029031753540039 80.865010023117065 142.33933532238007 46.566742420196533 66.150285363197327 93.820329308509827 53.194966077804565 593.59316289424896
leaf_count=3560 673 49 20 48 30 32 36 16 316
internal_value=0 -0.00010956 -0.000814775 -0.00137084 -0.00231627 0.000145528 -0.00126367 -0.000827801 8.06541e-05
internal_weight=0 2570.12 545.966 345.755 203.416 200.21 140.387 119.345 2024.16
internal_count=4780 1220 231 163 115 68 66 48 989
is_linear=0
shrinkage=0.06


Tree=1217
num_leaves=10
num_cat=0
split_feature=109 51 88 44 128 50 106 28 37
split_gain=0.0103905 0.0371826 0.0617069 0.0765539 0.057182 0.0709765 0.0609387 0.0715095 0.0544784
threshold=0.014740333426743748 0.0044099434744566688 0.0051502294372767219 0.0038949446752667431 0.00070876078098081063 0.015200819820165636 0.0084566329605877417 0.0012357163941487672 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 6 7 -6 -2
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-3.2743118775770606e-05 -0.00092146158812684827 -0.00022323240737369515 -0.001181274477757936 0.00028188037319857846 0.0028723757117484153 -0.00049090977535714946 0.0003490001541076119 0.00062251265532759252 0.0006574984582367533
leaf_weight=7503.8940277099609 215.39529097080231 733.1969610452652 92.940626621246338 492.37317705154419 157.0540599822998 69.657255411148071 96.351167559623718 75.212918162345886 123.92478239536285
leaf_count=3744 140 401 50 254 36 35 48 25 47
internal_value=0 0.000119498 0.00030945 0.000422094 0.000714267 0.00124881 0.00161758 0.00214382 -0.000344802
internal_weight=0 2056.11 1322.91 1229.97 890.649 398.275 328.618 232.267 339.32
internal_count=4780 1036 635 585 398 144 109 61 187
is_linear=0
shrinkage=0.06


Tree=1218
num_leaves=10
num_cat=0
split_feature=112 20 10 70 33 99 9 107 18
split_gain=0.0109496 0.0197523 0.0294793 0.0233697 0.0191188 0.0185114 0.0173207 0.016246 0.0488631
threshold=0.0062037324532866487 0.0026833302108570938 0.0045489775948226461 0.0035485138650983576 0.00042089859198313212 0.0014881226234138014 0.00044738779251929378 0.0058306583669036635 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 4 -3 -2 6 -6 -1 -9
right_child=1 3 -4 -5 5 -7 -8 8 -10
leaf_value=2.4795099017545542e-05 -0.00067932939802231064 0.0014890047665881356 -0.00044950825634008641 -0.0001092147743841403 0.000496643467115428 0.00021154409605744117 0.0021392498393777628 -3.4854600336594864e-05 -0.00085260198609433924
leaf_weight=7110.8359357118607 39.745660543441772 85.73382830619812 215.6845782995224 53.484253406524658 43.059772372245789 103.46153676509857 49.880854249000549 1540.9081550836563 317.20569217205048
leaf_count=3334 34 34 155 31 27 59 23 910 173
internal_value=0 0.000250138 5.76038e-05 0.000875007 0.000520772 0.000763635 0.00137822 -1.6484e-05 -0.000174455
internal_weight=0 591.05 451.832 139.218 236.148 196.402 92.9406 8968.95 1858.11
internal_count=4780 363 298 65 143 109 50 4417 1083
is_linear=0
shrinkage=0.06


Tree=1219
num_leaves=10
num_cat=0
split_feature=80 94 11 113 78 56 61 30 126
split_gain=0.0109013 0.0485841 0.0592123 0.0498609 0.0896636 0.117068 0.11749 0.0983387 0.0859339
threshold=0.0054799309000372895 0.012252715881913902 0.010180860292166473 0.0011980500421486797 0.0031340263085439806 0.0003614811430452392 0.0042751494329422721 0.00050559637020342063 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 7 -6 -7
right_child=1 2 -4 4 5 8 -8 -9 -10
leaf_value=3.8851085616924972e-05 0.0001340422446981459 0.0011247225809894138 -0.00084955035989800335 0.00014923831559295278 -0.0016133467350393953 -0.0013197312375163098 -0.00044569472835546476 -0.0048959189426268897 0.0002277947040572787
leaf_weight=6989.8767743110657 947.73623073101044 216.5761216878891 73.164225459098816 552.87137055397034 69.946542739868164 210.04432713985443 102.29254674911499 61.956470847129822 335.53565669059753
leaf_count=3560 437 82 38 291 50 101 58 53 110
internal_value=0 -0.000105662 0.000626186 -0.000198649 -0.000435248 -0.000849657 -0.00197174 -0.00315521 -0.000367992
internal_weight=0 2570.12 289.74 2280.38 1332.65 779.776 234.196 131.903 545.58
internal_count=4780 1220 120 1100 663 372 161 103 211
is_linear=0
shrinkage=0.06


Tree=1220
num_leaves=10
num_cat=0
split_feature=91 54 36 83 108 150 104 37 88
split_gain=0.0107389 0.0546107 0.0398188 0.0337612 0.043482 0.0290138 0.0267084 0.0302289 0.0356804
threshold=0.0095705352723598498 0.0084566329605877417 0.00017767510871635753 0.010180860292166473 0.0044099434744566688 0.0028552538715302949 0.00060774214216507982 0.00050559637020342063 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 5 -5 -2 8 -8
right_child=1 2 -4 4 -6 -7 7 -9 -10
leaf_value=-1.6846321379355448e-05 0.00076897241647509783 -0.00022842362508588193 -0.0028206108392234298 0.0028051222697031515 0.00026950482503143222 0.00097998911223888519 -0.000315929388294333 9.4684504476416387e-05 -0.0034606498335899567
leaf_weight=8933.0849682092667 85.830257415771484 66.246714472770691 31.466301321983337 53.098536968231201 170.49152481555939 76.574766397476196 29.224750399589539 90.602646589279175 23.379800319671631
leaf_count=4465 39 37 22 11 77 36 25 48 20
internal_value=0 0.000240048 -0.00106318 0.000480678 0.000899301 0.00172734 -6.79474e-05 -0.00056955 -0.00171358
internal_weight=0 626.915 97.713 529.202 300.165 129.673 229.037 143.207 52.6046
internal_count=4780 315 59 256 124 47 132 93 45
is_linear=0
shrinkage=0.06


Tree=1221
num_leaves=10
num_cat=0
split_feature=24 40 143 0 47 0 11 146 39
split_gain=0.0111505 0.0344902 0.0289586 0.0490917 0.0407834 0.039146 0.0627806 0.0525703 0.0440063
threshold=0.00047558375808876013 0.022641776129603389 0.016668972559273246 0.00068727668258361529 0.016164712607860569 0.0013146653072908523 0.00044738779251929378 0.0018488886416889729 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 -8 -9
right_child=-2 -3 3 -5 -6 6 7 8 -10
leaf_value=0.00013347074236315555 -2.6155764741443991e-05 0.0010282774737975396 -0.0011849649365245263 0.0013062692785252594 0.00049961549818005214 -5.0557514297727314e-05 -0.0037913344508352753 0.00010113132691475089 -0.0021406347085033881
leaf_weight=347.40657436847687 8220.6286994218826 146.82243716716766 36.142261385917664 134.25283432006836 315.94027304649353 199.42698788642883 32.731720447540283 59.136345267295837 67.512133598327637
leaf_count=189 4126 42 26 46 167 87 28 26 43
internal_value=0 0.000160536 5.37023e-05 0.000777857 -6.70158e-05 -0.000320511 -0.000760068 -0.00164785 -0.00109388
internal_weight=0 1339.37 1192.55 170.395 1022.15 706.214 358.807 159.38 126.648
internal_count=4780 654 612 72 540 373 184 97 69
is_linear=0
shrinkage=0.06


Tree=1222
num_leaves=10
num_cat=0
split_feature=124 114 1 90 126 127 102 83 107
split_gain=0.0110234 0.0258263 0.0470229 0.0462943 0.0681935 0.0410796 0.0396276 0.0307067 0.0479939
threshold=0.013860232196748258 0.02129978779703379 0.0037758676335215573 0.00052132029668428015 0.0003614811430452392 0.00017767510871635753 0.0022272822679951791 0.0014427106943912806 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 -2 -3 -9
right_child=1 7 3 -5 -6 -7 -8 8 -10
leaf_value=-2.9215663323594593e-05 0.00089220551616759193 0.00033477522357696336 0.00055321410511502628 0.0013672499166843396 -0.0028361022779576509 -0.0017870152679035679 0.00012313734494339465 -0.0013399236893283414 0.00034818598405256078
leaf_weight=7929.5146633386612 432.07968246936798 186.47166860103607 84.661267399787903 38.190954089164734 49.001151561737061 39.649231433868408 545.96570026874542 154.8006683588028 99.665279388427734
leaf_count=4054 168 71 38 13 37 29 231 98 41
internal_value=0 0.000142084 0.00028747 -0.000523746 -0.000940446 -0.00019321 0.000462895 -0.000250133 -0.000678751
internal_weight=0 1630.49 1189.55 211.503 173.312 124.31 978.045 440.938 254.466
internal_count=4780 726 516 117 104 67 399 210 139
is_linear=0
shrinkage=0.06


Tree=1223
num_leaves=10
num_cat=0
split_feature=70 77 81 75 44 107 83 23 142
split_gain=0.0107243 0.0234105 0.0175574 0.026461 0.0270783 0.0226947 0.0208177 0.0192419 0.0143898
threshold=0.017188700847327713 0.007706565549597145 0.0025217677466571335 0.0042751494329422721 0.0098710241727530974 0.0021592099219560628 0.0081988852471113222 0.020035739988088611 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 5 7 6 -2 -5 -4 -1
right_child=1 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-4.629145671652239e-05 0.0013253335457021236 0.00093461412871035645 0.0004129142394254846 -0.0029582610066346809 -0.00012269926620833769 -0.00016624045069965905 -0.00061530478319914356 -0.00088221169453163266 0.00018769488231242269
leaf_weight=7783.8730568885803 77.550898194313049 135.42182433605194 233.52055656909943 29.224750399589539 77.743756413459778 69.753684520721436 25.62135124206543 50.170141577720642 1077.1202467679977
leaf_count=3954 27 47 126 25 37 40 17 38 469
internal_value=0 0.000226259 5.60514e-05 -0.000143161 -0.000842889 0.000619023 -0.00186375 0.000183874 -1.78487e-05
internal_weight=0 699.007 563.585 416.281 132.59 147.305 54.8461 283.691 8860.99
internal_count=4780 357 310 243 79 67 42 164 4423
is_linear=0
shrinkage=0.06


Tree=1224
num_leaves=10
num_cat=0
split_feature=108 58 58 123 87 45 148 52 38
split_gain=0.0104918 0.0244325 0.0319511 0.0455392 0.0337576 0.0275115 0.0242629 0.0230302 0.0190034
threshold=0.028884131461381916 0.00060774214216507982 0.00244467705488205 0.0013986918493174019 0.00017767510871635753 0.074787221848964705 0.00899649551138282 0.0015349716995842757 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 -4 -6 7 -3 -9
right_child=1 2 3 -5 5 -7 -8 8 -10
leaf_value=-1.7423345200231317e-05 -0.00084726169527717858 0.00010498305062631772 -0.0011942332279623637 0.0018296727403129514 -0.00014126408633346346 0.0015479336764941383 -2.797220439244653e-05 0.0026711657850996364 0.001118607404352
leaf_weight=8877.8531501293182 68.584694504737854 41.890782356262207 93.422772169113159 43.939475059509277 204.77795171737671 41.794353246688843 69.657255411148071 47.446445107460022 70.633387207984924
leaf_count=4403 39 26 75 13 126 21 35 16 26
internal_value=0 0.000226757 0.000346812 1.1964e-05 -0.000222949 0.000145057 0.000906674 0.00131365 0.00174245
internal_weight=0 682.147 613.562 383.935 339.995 246.572 229.628 159.971 118.08
internal_count=4780 377 338 235 222 147 103 68 42
is_linear=0
shrinkage=0.06


Tree=1225
num_leaves=10
num_cat=0
split_feature=53 108 129 146 66 98 83 113 87
split_gain=0.0108652 0.0537388 0.034773 0.0347157 0.032784 0.0778821 0.0670148 0.102104 0.100749
threshold=0.013032016810029747 0.00073092587990686308 0.013860232196748258 0.0010263677686452868 0.00050559637020342063 0.00096484774257987748 0.0072436286136507997 0.0060143163427710542 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 -6 8 -8 -7
right_child=1 2 -4 -5 5 6 7 -9 -10
leaf_value=9.7701161157641626e-05 -0.00046348269990554545 -1.194408895137781e-05 -0.0013455480860489941 -0.0030326780291917853 0.00039402463936907779 -0.00051470864984688779 -0.0016876279247601044 -0.00012661904028273219 0.0014253115933738885
leaf_weight=5956.8397945165634 39.649231433868408 1854.1365723609924 73.164225459098816 36.238690495491028 521.22405171394348 340.8747798204422 306.28722488880157 297.23643279075623 134.34926342964172
leaf_count=2873 29 996 38 31 200 208 203 151 51
internal_value=0 -0.000124236 -6.25704e-05 -0.00169035 3.29331e-05 -0.000208204 -0.000499187 -0.000918828 3.37491e-05
internal_weight=0 2003.19 1927.3 75.8879 7556.81 1599.97 1078.75 603.524 475.224
internal_count=4780 1094 1034 60 3686 813 613 354 259
is_linear=0
shrinkage=0.06


Tree=1226
num_leaves=10
num_cat=0
split_feature=122 100 100 87 22 28 46 149 113
split_gain=0.0106136 0.0175242 0.0434447 0.0430206 0.0356739 0.0165536 0.0476663 0.0440144 0.062403
threshold=0.0048403022810816774 0.0049928687512874612 0.0028552538715302949 0.0020292587578296666 0.00040826165059115743 0.0026012937305495147 0.096724390983581557 0.0010263677686452868 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 -1 7 8 -7
right_child=1 3 -4 -5 -6 6 -8 -9 -10
leaf_value=-6.2624472248688629e-05 0.00014444424329801769 -0.00016734160793893004 0.0016932043404319981 0.00042339509462225043 -0.0031099430861284785 0.00023096272552346685 0.0012268362568961014 0.00034832519947081446 -0.00066481752593172921
leaf_weight=6759.0680735111237 298.89940905570984 31.466301321983337 83.395848274230957 118.27269053459167 28.055760383605957 580.36039698123932 133.08384430408478 986.50575947761536 540.89218306541443
leaf_count=3515 118 22 32 52 24 226 45 480 266
internal_value=0 0.000253422 0.000482299 -0.00023871 -0.00155434 -1.57712e-05 0.000125553 5.60177e-05 -0.000201162
internal_weight=0 560.09 382.295 177.795 59.5221 8999.91 2240.84 2107.76 1121.25
internal_count=4780 248 150 98 46 4532 1017 972 492
is_linear=0
shrinkage=0.06


Tree=1227
num_leaves=10
num_cat=0
split_feature=114 79 146 31 7 17 14 148 144
split_gain=0.0102736 0.0360307 0.0499246 0.0492783 0.062947 0.0542608 0.0594137 0.0553156 0.060355
threshold=0.007706565549597145 0.0011261500185355546 0.00055427959887310873 0.02636832278221846 0.0037758676335215573 0.0070226341485977182 0.0026012937305495147 0.0070226341485977182 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 -8 -9
right_child=1 3 -4 -5 -6 -7 7 8 -10
leaf_value=-3.1576717930568833e-05 -0.0023211226626561996 0.001049729148098027 -0.00015513961381606871 -0.0014517637990085993 -9.558288883630704e-05 0.0020659891089230193 0.000354037151693053 -0.002869749404492875 0.00034060437230670597
leaf_weight=7600.9929467439651 45.494181513786316 355.40848696231842 242.58318936824799 60.498193502426147 777.83512127399445 87.78252100944519 304.64793002605438 45.397752404212952 39.359944105148315
leaf_count=3950 34 127 119 37 331 21 118 29 14
internal_value=0 0.000122518 -0.000497199 0.000229361 0.000292515 0.000655087 0.0004888 -2.31566e-05 -0.00137892
internal_weight=0 1959.01 288.077 1670.93 1610.43 832.597 744.814 389.406 84.7577
internal_count=4780 830 153 677 640 309 288 161 43
is_linear=0
shrinkage=0.06


Tree=1228
num_leaves=10
num_cat=0
split_feature=63 17 133 59 86 116 145 14 31
split_gain=0.0104586 0.0421171 0.0614312 0.0661539 0.0494174 0.0455678 0.0750614 0.0907395 0.0727345
threshold=0.00085274505545385193 0.0028552538715302949 0.0015349716995842757 0.011169348377734424 0.00044738779251929378 0.00057154725072905432 0.00080172589514404546 0.0017376682371832433 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 8 7 -7 -1
right_child=-2 2 3 -5 -6 6 -8 -9 -10
leaf_value=-0.00043284922510576044 -4.3237672964912284e-05 -0.00047867611160710098 -0.0018221407330041256 0.00079086644977986113 0.0015068987623538502 0.00043151809553533944 0.00014856369251130117 0.0023648952844156951 0.00068652297519713611
leaf_weight=773.52119624614716 6482.727965593338 118.7548360824585 153.82453656196594 45.108465075492859 72.778509020805359 249.69355857372284 1242.815701007843 134.44569253921509 286.32980620861053
leaf_count=465 3136 77 107 14 18 130 655 56 122
internal_value=0 9.10865e-05 -0.000491183 -0.00122964 0.000275799 0.000175706 0.000375139 0.00110818 -0.000130439
internal_weight=0 3077.27 390.466 198.933 191.533 2686.81 1626.95 384.139 1059.85
internal_count=4780 1644 216 121 95 1428 841 186 587
is_linear=0
shrinkage=0.06


Tree=1229
num_leaves=10
num_cat=0
split_feature=72 103 32 4 96 40 37 15 53
split_gain=0.0113674 0.0442266 0.0608927 0.0268174 0.0337876 0.0320882 0.0577521 0.0512285 0.0531979
threshold=0.00082683752407319855 0.0032328735105693345 0.000490355829242617 0.002945306478068233 0.0026833302108570938 0.039062514901161201 0.037906534969806678 0.0058306583669036635 0.030689206905663017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 -1 -9
right_child=-2 2 -4 4 -6 -7 -8 8 -10
leaf_value=0.0003693207214969707 -3.071104457281931e-05 0.00026402953718271106 0.0029399428315802886 -0.0010511632228784101 0.00031318139902290326 0.0015736513512960605 0.001893778843637274 -0.00087020043576615028 0.00034771212680776938
leaf_weight=650.09040009975433 7833.9095437526703 89.722943902015686 46.470313310623169 159.95877397060394 110.47547686100006 55.532946109771729 61.474325299263 346.61146008968353 205.75408351421356
leaf_count=384 3687 62 25 127 65 18 28 267 117
internal_value=0 0.000139383 0.00117707 5.04925e-05 -0.000493813 0.000162052 0.000100031 8.32762e-06 -0.000416533
internal_weight=0 1726.09 136.193 1589.9 270.434 1319.46 1263.93 1202.46 552.366
internal_count=4780 1093 87 1006 192 814 796 768 384
is_linear=0
shrinkage=0.06


Tree=1230
num_leaves=10
num_cat=0
split_feature=109 131 44 83 42 92 107 11 90
split_gain=0.0109833 0.0476797 0.062827 0.0833291 0.0627707 0.0527766 0.0752083 0.0583846 0.0500127
threshold=0.014740333426743748 0.0011261500185355546 0.00244467705488205 0.014740333426743748 0.0068083447404205808 0.00055427959887310873 0.0092791137285530585 0.0035485138650983576 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -4 -3
right_child=1 8 5 4 -6 -7 -8 -9 -10
leaf_value=-3.3664191338499693e-05 0.00072095708716175821 -0.00040915206555628292 0.0025338830046483362 -0.0029242558463927382 -0.00015499628513476741 0.00025335022917350857 -0.00016647677638459305 0.00040748943504513688 0.00044442162076783104
leaf_weight=7503.8940277099609 119.34525144100189 774.50916874408722 156.36721551418304 58.449500799179077 59.42563259601593 370.49708735942841 88.45752477645874 66.150285363197327 362.90457260608673
leaf_count=3744 48 397 60 50 41 194 56 32 158
internal_value=0 0.00012286 0.000444351 -0.000396632 -0.00152816 0.000737097 0.00131344 0.00190175 -0.00013681
internal_weight=0 2056.11 918.692 237.22 117.875 681.472 310.975 222.518 1137.41
internal_count=4780 1036 481 139 91 342 148 92 555
is_linear=0
shrinkage=0.06


Tree=1231
num_leaves=10
num_cat=0
split_feature=117 52 36 52 128 117 4 99 31
split_gain=0.011065 0.0742671 0.0676131 0.057839 0.0535644 0.0666422 0.0439605 0.0591822 0.0386843
threshold=0.016668972559273246 0.0042751494329422721 0.0026833302108570938 0.0079489401541650313 0.0026012937305495147 0.022641776129603389 0.002945306478068233 0.0026012937305495147 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 6 -2 -6 -3 -8 -5
right_child=1 2 -4 8 5 -7 7 -9 -10
leaf_value=-3.464334091085628e-05 0.00016091888383947832 -0.00040862340432990083 -0.0022912409423764758 0.00038985879124531876 0.0020504771497904346 0.00040091818602455134 -0.00021969586880690297 -0.0036167970930318406 -0.0013284383491926136
leaf_weight=7422.1611557006836 862.2798490524292 235.85853660106659 57.184081673622131 479.32142865657806 140.97748708724976 235.37639105319977 33.707852244377136 40.81822144985199 52.315263390541077
leaf_count=3679 477 128 44 233 37 103 19 30 30
internal_value=0 0.000120275 -0.000294779 -0.000159193 0.000421589 0.00101882 -0.000810008 -0.0020803 0.000220771
internal_weight=0 2137.84 899.205 842.021 1238.63 376.354 310.385 74.5261 531.637
internal_count=4780 1101 484 440 617 140 177 49 263
is_linear=0
shrinkage=0.06


Tree=1232
num_leaves=10
num_cat=0
split_feature=126 72 19 53 34 7 100 84 63
split_gain=0.0108171 0.0133816 0.0377041 0.0612274 0.0316183 0.0761723 0.0329428 0.0602268 0.0358505
threshold=0.0045489775948226461 0.024066280573606495 0.0013986918493174019 0.011169348377734424 0.0018488886416889729 0.0051502294372767219 0.00085274505545385193 0.00044738779251929378 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -6 -8
right_child=-2 2 3 -5 6 -7 8 -9 -10
leaf_value=-3.9152655242615023e-05 0.00032574158806151213 -0.00047639778601438508 -0.00012728531017763375 -0.0014710508856010602 0.00047314060458775707 0.002225575850490579 -0.00083604925805810695 -0.0030837810077457128 0.00064691959290229467
leaf_weight=8106.4533942937851 353.43254196643829 242.67961847782135 90.313359260559082 60.401764392852783 44.035904169082642 109.70404398441315 67.319275379180908 28.055760383605957 457.60460460186005
leaf_count=4048 263 124 33 32 18 25 33 24 180
internal_value=0 -1.25049e-05 0.000183855 0.000370726 0.000510302 0.00116319 0.000291564 -0.000911099 0.000456735
internal_weight=0 9206.57 1100.11 857.435 797.033 200.017 597.016 72.0917 524.924
internal_count=4780 4517 469 345 313 58 255 42 213
is_linear=0
shrinkage=0.06


Tree=1233
num_leaves=10
num_cat=0
split_feature=33 142 114 106 19 45 146 54 114
split_gain=0.0108786 0.0364424 0.0429131 0.0364823 0.0917001 0.0628491 0.0486148 0.0415718 0.0392325
threshold=0.0098710241727530974 0.00244467705488205 0.0092791137285530585 0.0054799309000372895 0.014293605927377941 0.0014427106943912806 0.0079489401541650313 0.0023699469165876512 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -5 -8
right_child=1 2 -4 6 -6 -7 8 -9 -10
leaf_value=-2.8370251152813788e-05 0.00064814505818975383 0.00042029661877452203 -0.001855100614290017 -0.0011165468754475902 0.0005093186061235135 -0.0014657653801576475 0.00013705996228565291 0.00039161146078743424 0.0018826769741739995
leaf_weight=7990.1329673528671 388.91164028644562 86.999247431755066 44.22876238822937 90.795504808425903 291.00576627254486 236.53354036808014 77.840185523033142 238.97979021072388 114.5728622674942
leaf_count=3978 195 40 28 58 126 163 42 111 39
internal_value=0 0.000144396 -2.14988e-05 4.98446e-05 -0.000263486 -0.000958596 0.000418589 -2.36228e-05 0.00117649
internal_weight=0 1569.87 1180.96 1136.73 614.539 323.533 522.188 329.775 192.413
internal_count=4780 802 607 579 329 203 250 169 81
is_linear=0
shrinkage=0.06


Tree=1234
num_leaves=10
num_cat=0
split_feature=117 125 93 99 77 78 125 140 71
split_gain=0.0110222 0.0212054 0.0426994 0.0209356 0.0310966 0.0570968 0.0231732 0.0219788 0.0185769
threshold=0.04673989117145539 0.0066005610860884198 0.0070226341485977182 0.0084566329605877417 0.0023699469165876512 0.0036604277556762104 0.0013986918493174019 0.013860232196748258 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 7 8 -2 -5
right_child=1 2 -4 6 -6 -7 -8 -9 -10
leaf_value=-1.7987118755492259e-05 0.00079182054457389785 -0.0022502453097888557 0.00064804047085822677 0.00098172907007610917 0.00077034482302517976 -0.0018384179949373026 0.0012621888027920963 -0.00058180150071498972 -0.00075236541249755571
leaf_weight=8868.6940882205963 102.19611763954163 34.973271369934082 38.383812308311462 40.721792340278625 143.70118355751038 66.632430911064148 144.58088624477386 71.115532755851746 49.001151561737061
leaf_count=4405 53 25 23 25 59 57 45 51 37
internal_value=0 0.000230755 -0.000733728 0.000345249 7.23248e-05 -0.000345716 0.000792131 0.000228178 3.46734e-05
internal_weight=0 691.306 73.3571 617.949 383.645 239.944 234.304 173.312 89.7229
internal_count=4780 375 48 327 220 161 107 104 62
is_linear=0
shrinkage=0.06


Tree=1235
num_leaves=10
num_cat=0
split_feature=7 7 137 36 40 79 44 95 44
split_gain=0.011009 0.0264855 0.0611414 0.079011 0.0795106 0.0953134 0.0453592 0.0591348 0.032636
threshold=0.014293605927377941 0.0072436286136507997 0.0020292587578296666 0.0012357163941487672 0.028884131461381916 0.020035739988088611 0.0010918468469753864 0.0031340263085439806 0.013439828064292671
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 -3 8 -8
right_child=-2 2 -4 4 -6 -7 7 -9 -10
leaf_value=1.2644471933266515e-05 0.000231777908499292 0.0012015962774234029 0.00068349583191201681 -0.0038840979661075438 0.00066940236851542633 -0.00053296444956713377 -0.00059548110776123898 -0.0023439076784285552 0.00081747259000080372
leaf_weight=8166.5421899557114 684.89449465274811 68.391836285591125 155.00536727905273 73.646371006965637 37.021964073181152 52.218834280967712 183.15755677223206 52.411692500114441 86.709960103034973
leaf_count=4183 281 29 49 63 12 25 78 35 25
internal_value=0 -1.78864e-05 -0.000369769 -0.000664701 -0.00177484 -0.00249378 -0.000201839 -0.000499666 -0.000141491
internal_weight=0 8875.11 708.564 553.558 162.887 125.865 390.671 322.279 269.868
internal_count=4780 4499 316 267 100 88 167 138 103
is_linear=0
shrinkage=0.06


Tree=1236
num_leaves=10
num_cat=0
split_feature=75 15 47 135 148 127 1 77 71
split_gain=0.0111848 0.0377631 0.0665044 0.0800736 0.0803793 0.0452648 0.0360627 0.0297626 0.035133
threshold=0.013860232196748258 0.0098710241727530974 0.0049928687512874612 0.00017767510871635753 0.010180860292166473 0.00077738583786413084 0.00070876078098081063 0.020035739988088611 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 -3 -5 8 -2
right_child=1 5 3 6 -6 -7 -8 -9 -10
leaf_value=-2.5774778998301494e-05 0.00058798667831447661 5.8190533660032313e-05 -0.00067839053106279114 0.0010364478037102908 -0.0047854860514625567 0.0017509536378315571 -0.00098760091994251034 -0.0004332342838118969 -0.00067277607490354261
leaf_weight=8257.530552983284 598.48566257953644 119.34525144100189 36.045832276344299 56.605507016181946 32.731720447540283 108.63148307800293 71.995235443115234 186.85738503932953 91.771636605262756
leaf_count=4251 212 48 21 14 28 29 37 91 49
internal_value=0 0.00016341 1.45953e-05 -0.000980474 -0.00263299 0.000864796 -9.66861e-05 0.000238517 0.000420365
internal_weight=0 1302.47 1074.49 197.378 68.7776 227.977 128.601 877.115 690.257
internal_count=4780 529 452 100 49 77 51 352 261
is_linear=0
shrinkage=0.06


Tree=1237
num_leaves=10
num_cat=0
split_feature=97 42 46 99 13 58 149 93 131
split_gain=0.0104734 0.057342 0.0391882 0.0449071 0.0409153 0.0158243 0.0437954 0.0881844 0.158364
threshold=0.04273676127195359 0.00093549740267917525 0.00064626874518580746 0.004017772153019906 0.00068727668258361529 0.0062037324532866487 0.00060774214216507982 0.0017376682371832433 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 6 -1 8 -8
right_child=1 2 3 -5 -6 -7 7 -9 -10
leaf_value=9.8518621807968756e-05 -0.001466064629962857 0.0020403916631647656 -0.0019156119277112481 0.0012710523842625057 0.00065280770330460383 0.00011977267794405858 -0.0009787753487817089 7.4348596871297071e-05 0.00024776866846169424
leaf_weight=3311.1531894207001 51.146273374557495 62.354027986526489 45.397752404212952 85.540970087051392 43.939475059509277 2448.5739158391953 1032.2773876190186 1880.8423252105713 598.77494990825653
leaf_count=1431 29 14 29 24 13 1475 588 950 227
internal_value=0 0.000356093 0.000748942 0.000288467 -0.000652365 -1.10757e-05 -5.8033e-05 -0.000205636 -0.000528499
internal_weight=0 288.378 237.232 174.878 89.3372 9271.62 6823.05 3511.89 1631.05
internal_count=4780 109 80 66 42 4671 3196 1765 815
is_linear=0
shrinkage=0.06


Tree=1238
num_leaves=10
num_cat=0
split_feature=142 60 94 93 138 40 78 23 32
split_gain=0.0115743 0.038044 0.0507896 0.0409439 0.0350903 0.0476918 0.0454451 0.0403825 0.0330258
threshold=0.021960759535431865 0.00085274505545385193 0.0033348383149132137 0.0020292587578296666 0.00017767510871635753 0.0036604277556762104 0.0026833302108570938 0.022641776129603389 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 -6 -3
right_child=1 8 3 -5 7 -7 -8 -9 -10
leaf_value=-2.4022135834421071e-05 -0.00027143967402693968 -0.00054413781177410625 0.00028648433203631857 -0.0022254383087330085 0.0022028343732341435 -0.001420349847577964 0.0018230386954674043 0.00038426780839237099 0.00031971180228403698
leaf_weight=8442.2546569108963 69.946542739868164 326.26832497119904 66.053856253623962 36.142261385917664 113.11458492279053 43.059772372245789 79.888878226280212 71.89880633354187 311.37258279323578
leaf_count=4291 50 166 27 26 23 27 29 32 109
internal_value=0 0.000181438 0.000584844 -0.000601872 0.000905762 0.000339533 0.000845289 0.00149611 -0.000122303
internal_weight=0 1117.75 480.105 102.196 377.909 192.895 149.835 185.013 637.641
internal_count=4780 489 214 53 161 106 79 55 275
is_linear=0
shrinkage=0.06


Tree=1239
num_leaves=10
num_cat=0
split_feature=72 124 70 150 114 92 81 18 9
split_gain=0.0112122 0.0380622 0.08779 0.0851958 0.0374277 0.0277438 0.0273177 0.0603068 0.0526433
threshold=0.00082683752407319855 0.00040826165059115743 0.0056525857653468856 0.0028552538715302949 0.0005893622583243997 0.0072436286136507997 0.0031340263085439806 0.0026833302108570938 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -6 7 8 -1
right_child=-2 2 3 -5 5 -7 -8 -9 -10
leaf_value=0.00023464950563897182 -3.0500701294599747e-05 0.0002057728128775416 0.0037981764030245329 0.00028785012143816972 -0.0021108044923198832 3.1324202617485846e-05 -0.00047747971318615575 -0.0023768069620374189 0.0027635332097575975
leaf_weight=565.22443377971649 7833.9095437526703 627.68673157691956 52.122405171394348 47.63930332660675 54.942530751228333 36.045832276344299 280.85873186588287 30.297311305999756 31.273443102836609
leaf_count=395 3687 355 20 26 47 21 196 21 12
internal_value=0 0.000138428 0.000468547 0.00212189 -0.000102043 -0.00126218 1.42561e-05 0.000234597 0.000367235
internal_weight=0 1726.09 727.448 99.7617 998.642 90.9884 907.654 626.795 596.498
internal_count=4780 1093 401 46 692 68 624 428 407
is_linear=0
shrinkage=0.06


Tree=1240
num_leaves=10
num_cat=0
split_feature=83 97 150 132 58 44 43 95 87
split_gain=0.0105917 0.0373372 0.0686975 0.126304 0.0618676 0.03957 0.0941377 0.0963751 0.072404
threshold=0.018276390619575981 0.0042751494329422721 0.0011615398107096555 0.0062037324532866487 0.0053125319536775359 0.0038949446752667431 0.0011261500185355546 0.011169348377734424 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 -2 7 8 -7
right_child=1 2 3 -5 -6 6 -8 -9 -10
leaf_value=-4.0885661078929885e-05 -8.4632003177791972e-05 0.00090086282637839073 -0.005177369081121719 0.00071521856818356942 -0.0013233297094527078 0.0020231618629546495 -0.00011548548976000594 -0.00071711785155399537 0.00063463820362683943
leaf_weight=6736.6034979820251 1303.302053809166 56.70193612575531 33.900710463523865 45.204894185066223 26.886770367622375 230.02542722225189 686.82307684421539 112.6205986738205 327.93130123615265
leaf_count=3304 751 19 29 19 23 64 381 57 133
internal_value=0 9.75529e-05 -0.000784812 -0.00168659 -0.0034727 0.000151507 0.000378235 0.000883916 0.00120708
internal_weight=0 2823.4 162.694 105.992 60.7875 2660.7 1357.4 670.577 557.957
internal_count=4780 1476 90 71 52 1386 635 254 197
is_linear=0
shrinkage=0.06


Tree=1241
num_leaves=10
num_cat=0
split_feature=82 125 125 118 127 149 21 77 53
split_gain=0.0109707 0.0304847 0.0559317 0.0515784 0.029722 0.029077 0.0240538 0.0385918 0.021191
threshold=0.0070226341485977182 0.0026833302108570938 0.0036604277556762104 0.0046923852059990176 0.00044738779251929378 0.0026012937305495147 0.002945306478068233 0.004017772153019906 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 5 -5 -4 7 -7 -2
right_child=1 2 3 4 -6 6 -8 -9 -10
leaf_value=-2.2926387258072571e-05 0.00031525295559039178 0.0018989395428578881 0.0017417283647559523 -0.0019486604160056146 6.8406000369421272e-05 -0.0018345712525480592 0.0010405700487269031 0.001151820313259009 -0.0003598928664675854
leaf_weight=8480.9632786512375 297.81500744819641 91.482349276542664 71.705948114395142 48.904722452163696 56.894794344902039 37.407680511474609 66.053856253623962 26.693912148475647 382.07871770858765
leaf_count=4152 181 34 22 32 29 32 27 13 258
internal_value=0 0.000180196 0.000596423 0.000209122 -0.000863962 0.000771547 0.000237049 -0.000590944 -6.41576e-05
internal_weight=0 1079.04 399.143 307.661 105.8 201.861 130.155 64.1016 679.894
internal_count=4780 628 189 155 61 94 72 45 439
is_linear=0
shrinkage=0.06


Tree=1242
num_leaves=10
num_cat=0
split_feature=117 125 33 134 127 31 105 91 71
split_gain=0.010825 0.0182527 0.0362096 0.0248964 0.0200545 0.0204475 0.024833 0.0226225 0.020721
threshold=0.04673989117145539 0.0066005610860884198 0.0053125319536775359 0.0005893622583243997 0.00099512818269431613 0.0014427106943912806 0.00042089859198313212 0.0035485138650983576 0.045367386192083366
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 8 -8 -2
right_child=1 2 -4 -5 -6 -7 7 -9 -10
leaf_value=-1.7825474415646697e-05 0.00012402710537243698 -0.0020152566405933466 0.00065100736681952256 -0.0011930985675068209 0.0009905421419702156 -0.0011092434439604348 0.00097274932528570535 -0.00020849765289301556 -0.0017489275824121274
leaf_weight=8868.6940882205963 65.174153566360474 36.238690495491028 37.118393182754517 36.142261385917664 164.64657473564148 38.480241417884827 199.42698788642883 82.516145586967468 31.562730431556702
leaf_count=4405 41 31 17 26 72 28 87 46 27
internal_value=0 0.000228681 -0.000666138 0.000334906 0.000429826 0.000208521 0.000342428 0.000627034 -0.000487069
internal_weight=0 691.306 73.3571 617.949 581.807 417.16 378.68 281.943 96.7369
internal_count=4780 375 48 327 301 229 201 133 68
is_linear=0
shrinkage=0.06


Tree=1243
num_leaves=10
num_cat=0
split_feature=99 23 44 93 34 143 106 94 110
split_gain=0.0107633 0.0260047 0.0729962 0.025201 0.0876435 0.0687641 0.0919636 0.0916023 0.0672449
threshold=0.00017767510871635753 0.059226244688034065 0.0038949446752667431 0.00040826165059115743 0.0025217677466571335 0.0079489401541650313 0.0054799309000372895 0.0005375427135732026 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -2 -6
right_child=3 2 -4 -5 8 6 -8 -9 -10
leaf_value=5.8505892468774281e-05 0.00069998188739233357 -0.00036702029203399331 0.0021490472649430443 -0.00011366642490168668 0.00016127399494785669 0.00069773947934475449 -0.0019535015154815011 -0.0010444495593679602 0.0010417093561714893
leaf_weight=1856.3781232833862 136.68724346160889 86.40883207321167 79.888878226280212 4891.5786247253418 1171.9167078733444 333.48696398735046 54.846101641654968 523.0562047958374 425.75258684158325
leaf_count=993 53 69 29 2542 496 123 42 295 138
internal_value=0 0.000122897 0.00084169 -3.29799e-05 0.000116197 -0.00031017 0.000323292 -0.000683034 0.000395896
internal_weight=0 2022.68 166.298 7537.32 2645.75 1048.08 388.333 659.743 1597.67
internal_count=4780 1091 98 3689 1147 513 165 348 634
is_linear=0
shrinkage=0.06


Tree=1244
num_leaves=10
num_cat=0
split_feature=112 4 11 12 133 129 98 52 87
split_gain=0.0108406 0.0165937 0.0178813 0.0216143 0.0166292 0.0196125 0.0158533 0.0211297 0.0154166
threshold=0.0062037324532866487 0.00096484774257987748 0.00085274505545385193 0.00040826165059115743 0.0095705352723598498 0.0021592099219560628 0.034632634371519096 0.0042751494329422721 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 8 5 -5 7 -2 -4
right_child=1 2 3 4 -6 -7 -8 -9 -10
leaf_value=-1.6401792181835701e-05 -0.00013233695025680048 0.0014816506727775762 -0.0013449831049335377 0.0013244742466808736 -0.00030853947173906636 -0.0001967351753293501 0.00072692664594402822 -0.0018977987973474734 0.00025397894118318393
leaf_weight=8968.9497829675674 147.97958648204803 56.894794344902039 39.745660543441772 121.68323147296906 49.977283358573914 40.721792340278625 56.991223454475403 29.224750399589539 47.832161545753479
leaf_count=4417 102 29 34 50 28 25 34 25 36
internal_value=0 0.00024889 0.000506436 0.000321463 0.000648524 0.000943043 -0.000143544 -0.000423499 -0.000471682
internal_weight=0 591.05 356.855 299.96 212.382 162.405 234.196 177.204 87.5778
internal_count=4780 363 202 173 103 75 161 127 70
is_linear=0
shrinkage=0.06


Tree=1245
num_leaves=10
num_cat=0
split_feature=126 22 104 10 23 150 150 135 18
split_gain=0.0104084 0.0208012 0.0144133 0.0356896 0.028632 0.0492314 0.0481725 0.0392037 0.0778072
threshold=0.0045489775948226461 0.0013146653072908523 0.0063990866765379914 0.028884131461381916 0.0056525857653468856 0.010500331409275534 0.012252715881913902 0.0015833032084628942 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 7 -7 -6 -9
right_child=1 -3 4 -5 5 6 -8 8 -10
leaf_value=1.7861455144322669e-05 0.00045160897764536672 -0.0012846232768544516 0.00030584893970452676 0.0013406575874140274 -0.00022034859954792919 0.0014650035975362844 -1.4749785698741208e-05 -0.0012979928431047334 0.00092834940678781358
leaf_weight=6734.5666459798813 326.54577159881592 26.886770367622375 428.27158439159393 74.236786365509033 1086.1710388660431 99.665279388427734 385.69395756721497 329.76345431804657 68.198978066444397
leaf_count=3258 240 23 209 34 521 41 207 228 19
internal_value=0 0.000319528 -1.22664e-05 3.2284e-05 -0.000138774 -0.000235458 0.000289108 -0.000407008 -0.000916464
internal_weight=0 353.433 9206.57 6808.8 2397.76 1969.49 485.359 1484.13 397.962
internal_count=4780 263 4517 3292 1225 1016 248 768 247
is_linear=0
shrinkage=0.06


Tree=1246
num_leaves=10
num_cat=0
split_feature=91 147 115 43 31 51 146 20 113
split_gain=0.010494 0.0429969 0.0486091 0.031356 0.0287917 0.0206699 0.0178995 0.0172223 0.0547562
threshold=0.0095705352723598498 0.0045489775948226461 0.0033348383149132137 0.00046126570669002836 0.0032328735105693345 0.0092791137285530585 0.011519505176693203 0.0014881226234138014 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 4 -3 5 -2 -5 -1 -9
right_child=1 3 -4 6 -6 -7 -8 8 -10
leaf_value=3.8325089088350835e-05 0.00016422059724501201 -0.0016723344358985266 0.0020487389626028816 -0.00064415351106112523 -0.0011504289333216537 0.0011725703330910109 0.00088964688131538136 -0.00026549366316435871 0.0004503870718013889
leaf_weight=6222.9719610214233 239.36550664901733 60.401764392852783 65.957427144050598 62.739744424819946 44.421620607376099 105.41380035877228 48.615435123443604 2245.9884487390518 464.1245584487915
leaf_count=3140 131 32 22 34 38 41 17 1105 220
internal_value=0 0.000237295 0.000542535 -0.000571595 0.000287281 0.000472516 2.54729e-05 -1.66532e-05 -0.000142894
internal_weight=0 626.915 455.158 171.757 389.201 344.779 111.355 8933.08 2710.11
internal_count=4780 315 232 83 210 172 51 4465 1325
is_linear=0
shrinkage=0.06


Tree=1247
num_leaves=10
num_cat=0
split_feature=122 7 123 42 126 93 96 101 85
split_gain=0.010716 0.0188939 0.0224176 0.0397401 0.0200698 0.0185578 0.0184417 0.0168442 0.0165345
threshold=0.0048403022810816774 0.00082683752407319855 0.0060143163427710542 0.0013560238294303419 0.00047558375808876013 0.00057154725072905432 0.00093549740267917525 0.0011261500185355546 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 -5 -6 -2 -8 -7
right_child=1 2 -4 4 5 8 7 -9 -10
leaf_value=-1.5847015854487871e-05 3.636136008187279e-06 -0.0014377776184950699 0.0012039642480985741 -0.0005084560363610019 0.0013925775615974425 -0.00067911329670080668 0.0022453044923592584 0.00066463347133818547 0.00077316927093016641
leaf_weight=8999.9102573394775 65.077724456787109 68.584694504737854 50.856986045837402 98.592718482017517 62.354027986526489 52.315263390541077 40.528934121131897 60.498193502426147 61.281467080116272
leaf_count=4532 36 39 14 45 14 30 15 37 18
internal_value=0 0.000254641 2.8367e-05 -0.000145875 0.00017686 0.000560872 0.000791341 0.00129875 0.000104342
internal_weight=0 560.09 393.985 343.128 274.543 175.951 166.105 101.027 113.597
internal_count=4780 248 160 146 107 62 88 52 48
is_linear=0
shrinkage=0.06


Tree=1248
num_leaves=10
num_cat=0
split_feature=33 57 27 98 60 77 57 142 66
split_gain=0.0101239 0.0363955 0.0878695 0.0952642 0.0632942 0.0615001 0.0473024 0.0521913 0.0402512
threshold=0.0098710241727530974 0.00044738779251929378 0.0020292587578296666 0.0026833302108570938 0.0017376682371832433 0.00082683752407319855 0.0015349716995842757 0.00244467705488205 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -3 7 -4 -6
right_child=-2 2 4 -5 8 -7 -8 -9 -10
leaf_value=1.2405557843965164e-05 0.00013929726338169287 -0.0012804587117627255 0.0013773323903993454 -0.00054749020823049251 -0.0010828370259756707 -0.0050060369734189324 0.0017187896093481864 -0.0010297737271857002 0.00046420161326937086
leaf_weight=7287.1250478029251 1569.8672995567322 27.862902164459229 55.532946109771729 116.2239978313446 206.63378620147705 37.311251401901245 95.869022011756897 77.936614632606506 85.637399196624756
leaf_count=3652 802 14 18 65 103 27 23 47 29
internal_value=0 -2.73685e-05 -0.000439652 -0.00157714 -4.40727e-05 -0.0034133 0.000702058 -2.82443e-05 -0.000629544
internal_weight=0 7990.13 703.008 181.398 521.61 65.1742 229.339 133.47 292.271
internal_count=4780 3978 326 106 220 41 88 65 132
is_linear=0
shrinkage=0.06


Tree=1249
num_leaves=10
num_cat=0
split_feature=71 83 29 104 58 32 117 113 114
split_gain=0.0103729 0.0338489 0.044142 0.0316662 0.0417451 0.0251615 0.0324163 0.0231172 0.0140609
threshold=0.15819545835256579 0.0081988852471113222 0.0046923852059990176 0.0018488886416889729 0.021960759535431865 0.00038414125447161501 0.022641776129603389 0.00068727668258361529 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 5 -3 7 -5 6 -2 -4 -1
right_child=1 2 3 4 -6 -7 -8 -9 -10
leaf_value=-0.00011851387651484529 -0.000690360229980546 -0.0017767101529200713 -0.0018995529408801061 -0.00028220904502187702 0.0022936061078387164 0.001576939108594544 0.0015556438862242331 0.00027660717612803257 3.9335113861050825e-05
leaf_weight=3042.3717776536942 58.449500799179077 50.266570687294006 31.562730431556702 45.397752404212952 45.204894185066223 94.013187527656555 38.287383198738098 39.649231433868408 6114.7972385883331
leaf_count=1742 50 43 27 29 19 46 18 29 2777
internal_value=0 0.000297983 -0.000223624 0.000258832 0.00100296 0.00087792 0.000198583 -0.000687916 -1.31085e-05
internal_weight=0 402.831 212.081 161.815 90.6026 190.75 96.7369 71.212 9157.17
internal_count=4780 261 147 104 48 114 68 56 4519
is_linear=0
shrinkage=0.06


Tree=1250
num_leaves=10
num_cat=0
split_feature=35 143 87 44 19 129 47 138 77
split_gain=0.0103139 0.0504726 0.0806923 0.0675234 0.0482435 0.0504325 0.102651 0.0454932 0.0504249
threshold=0.0081988852471113222 0.0079489401541650313 0.00043393640953581786 0.0015349716995842757 0.010180860292166473 0.011519505176693203 0.0011980500421486797 0.0032328735105693345 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 -7 8 -4
right_child=1 2 7 -5 -6 6 -8 -9 -10
leaf_value=-3.2773841512998478e-05 0.00029489111430427154 -5.5593406886362786e-05 -2.0039097637905586e-05 0.0021668695610797145 -0.00076352653453886992 0.00045786703035387137 -0.002164561641634046 0.00086944750325947378 -0.0021474361509540144
leaf_weight=7488.8781750202179 901.65163385868073 71.89880633354187 219.10695993900299 155.98149907588959 296.54958832263947 119.24882233142853 97.809444904327393 159.77775645256042 49.097580671310425
leaf_count=3800 432 32 94 40 175 43 64 58 42
internal_value=0 0.000118505 0.000553604 0.00146566 -8.31288e-05 9.72322e-05 -0.000723835 6.79789e-05 -0.000409481
internal_weight=0 2071.12 655.863 227.88 1415.26 1118.71 217.058 427.982 268.205
internal_count=4780 980 266 72 714 539 107 194 136
is_linear=0
shrinkage=0.06


Tree=1251
num_leaves=10
num_cat=0
split_feature=31 4 110 118 46 24 29 61 117
split_gain=0.010287 0.0445329 0.0295586 0.0609091 0.0358783 0.0129019 0.0256839 0.0353616 0.0329035
threshold=0.079227816313505187 0.001792412775103003 0.00066645268816500913 0.00017767510871635753 0.0033348383149132137 0.00047558375808876013 0.011519505176693203 0.016668972559273246 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 6 7 -1 -8
right_child=1 -3 3 -5 -6 -7 8 -9 -10
leaf_value=-5.4504702177778269e-05 -0.00080269008080185761 0.0011606296130042286 0.00013519403779040399 -0.0030586314288669958 0.0011580962124347102 -4.1204404262264446e-05 -2.3268280454590892e-06 0.0016433773155071364 0.0013052920832354715
leaf_weight=964.68066561222076 56.894794344902039 138.63950705528259 59.039916157722473 33.8042813539505 82.034000039100647 7901.1696156263351 133.75884807109833 46.27745509147644 143.70118355751038
leaf_count=481 29 35 21 24 21 4015 80 15 59
internal_value=0 0.000310007 -0.000198809 -0.00102767 0.000355105 -1.24957e-05 0.000163559 2.32173e-05 0.000674911
internal_weight=0 370.412 231.773 92.8442 138.929 9189.59 1288.42 1010.96 277.46
internal_count=4780 130 95 45 50 4650 635 496 139
is_linear=0
shrinkage=0.06


Tree=1252
num_leaves=10
num_cat=0
split_feature=60 139 131 33 128 40 69 39 25
split_gain=0.011004 0.0525841 0.0659331 0.0912572 0.0706973 0.069573 0.0619302 0.0700784 0.0831979
threshold=0.0017376682371832433 0.00017767510871635753 0.0013146653072908523 0.0015349716995842757 0.00060774214216507982 0.0098710241727530974 0.0026012937305495147 0.0021592099219560628 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -6 7 -2 -9
right_child=1 2 -4 -5 5 -7 -8 8 -10
leaf_value=-4.9676217754610205e-05 5.3555468516659244e-05 0.0013091154757554403 -3.8138293715385733e-05 -0.0033853315509701229 -0.00010193803970395132 -0.0032860935517282615 -0.00019912011505450304 8.1003332505599169e-05 0.00130436173869803
leaf_weight=5991.7538623809814 832.9586695432663 52.025976061820984 890.56398975849152 52.604550719261169 60.208906173706055 41.890782356262207 795.26170170307159 327.05159854888916 515.68022966384888
leaf_count=3193 447 15 334 45 22 26 400 147 151
internal_value=0 8.34157e-05 -0.000262222 -0.00122754 -0.000491071 -0.00140837 0.000236906 0.000443838 0.000829595
internal_weight=0 3568.25 1097.29 206.73 154.126 102.1 2470.95 1675.69 842.732
internal_count=4780 1587 442 108 63 48 1145 745 298
is_linear=0
shrinkage=0.06


Tree=1253
num_leaves=10
num_cat=0
split_feature=41 80 92 106 87 70 68 8 67
split_gain=0.0108342 0.0473773 0.0636293 0.060877 0.0542585 0.090543 0.0455446 0.0384594 0.0337197
threshold=0.00040826165059115743 0.0054799309000372895 0.021960759535431865 0.0022272822679951791 0.00090704852482303988 0.0019071503775194289 0.0079489401541650313 0.0066005610860884198 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 5 -3 7 -6 -2
right_child=1 4 3 -5 6 -7 -8 -9 -10
leaf_value=-2.9368937739841982e-05 0.00098957649197460671 -0.00028791757736997746 -6.0294042188643599e-06 -0.0024109559071126508 -0.00031932688716671134 -0.0031255051951652236 -0.0011169800426532673 0.0013553965970993739 0.00026782731064603005
leaf_weight=7891.6011558771133 363.10927152633667 133.18027341365814 136.78367257118225 52.411692500114441 86.902818322181702 58.160213470458984 73.067796349525452 114.28357493877411 650.49979794025421
leaf_count=4115 109 50 58 35 35 35 33 24 286
internal_value=0 0.000138916 0.000337843 -0.000672252 -0.000374985 -0.00115044 0.000166028 0.000631997 0.000526382
internal_weight=0 1668.4 1202.8 189.195 465.595 191.34 274.254 201.186 1013.61
internal_count=4780 665 488 93 177 85 92 59 395
is_linear=0
shrinkage=0.06


Tree=1254
num_leaves=10
num_cat=0
split_feature=93 108 9 21 51 0 135 1 51
split_gain=0.011059 0.0217047 0.0381381 0.0266546 0.0218526 0.0314576 0.0392043 0.0262937 0.0256047
threshold=0.016668972559273246 0.00093549740267917525 0.00037263428384903824 0.00017767510871635753 0.00096484774257987748 0.00068727668258361529 0.0013986918493174019 0.00082683752407319855 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 7 -6 8 -5 -7
right_child=1 3 -4 4 5 6 -8 -9 -10
leaf_value=-2.2298771794627627e-05 -0.00026693621172727298 -0.0010257564959439581 0.0019777982471389064 0.00011718200277026864 0.0011943436066202651 -0.0018756753414376005 0.00012945751975650572 0.001253413955378424 -0.00021550881793010301
leaf_weight=8540.2924821376801 49.001151561737061 71.019103646278381 61.377896189689636 174.67349863052368 64.884866237640381 70.042971849441528 338.34394156932831 126.35919153690338 64.005163550376892
leaf_count=4188 37 46 23 115 26 55 196 54 40
internal_value=0 0.000186757 0.000981281 9.0314e-05 0.000184864 -4.44381e-05 -0.00021459 0.000594118 -0.00108298
internal_weight=0 1019.71 110.379 909.329 838.31 537.277 472.392 301.033 134.048
internal_count=4780 592 60 532 486 317 291 169 95
is_linear=0
shrinkage=0.06


Tree=1255
num_leaves=10
num_cat=0
split_feature=58 131 77 72 51 99 24 87 34
split_gain=0.0101637 0.0396918 0.0679538 0.0563018 0.0486824 0.0321311 0.0282884 0.0856726 0.131745
threshold=0.0053125319536775359 0.015200819820165636 0.0013146653072908523 0.0062037324532866487 0.0068083447404205808 0.00073092587990686308 0.0049928687512874612 0.00017767510871635753 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 -2 3 5 -4 -3 -1 8 -8
right_child=1 2 4 -5 -6 -7 7 -9 -10
leaf_value=-0.00010700126053589565 0.00016921496164223383 0.00016124367218754129 -0.0030593912532831378 0.0012973691419687937 -0.00016299575048156937 -0.0020989320455441656 -0.00012637685896578103 0.00048724335057601423 -0.0032668296929080211
leaf_weight=5207.9638177156448 2515.9896203279495 47.63930332660675 54.942530751228333 76.381908178329468 33.707852244377136 43.156201481819153 454.96549654006958 1071.4799956083298 53.773540735244751
leaf_count=2434 1513 26 47 26 19 32 222 415 46
internal_value=0 9.68149e-05 -0.000615218 9.68739e-05 -0.00195808 -0.000913045 -3.95324e-05 0.000182826 -0.000458322
internal_weight=0 2771.82 255.828 167.177 88.6504 90.7955 6788.18 1580.22 508.739
internal_count=4780 1663 150 84 66 58 3117 683 268
is_linear=0
shrinkage=0.06


Tree=1256
num_leaves=10
num_cat=0
split_feature=108 46 29 95 19 69 1 81 112
split_gain=0.0107718 0.0247977 0.0444309 0.0374357 0.0368602 0.0434198 0.0355176 0.0286353 0.0240303
threshold=0.028884131461381916 0.00244467705488205 0.027182282879948619 0.0058306583669036635 0.00046126570669002836 0.00046126570669002836 0.0012357163941487672 0.0025217677466571335 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -3 7 8 -6 -2
right_child=1 4 3 -5 5 -7 -8 -9 -10
leaf_value=-1.7654302117733324e-05 -0.000618270889226407 0.0022899252890083606 -0.00026515025815388832 0.0020743310600398086 0.00046829977893353208 0.00090716292589178131 -0.0024462386971457343 -0.0014814168364321633 0.00095511860123690176
leaf_weight=8877.8531501293182 166.49056851863861 40.528934121131897 47.735732436180115 50.856986045837402 49.880854249000549 191.43691599369049 31.562730431556702 59.42563259601593 44.22876238822937
leaf_count=4403 108 15 31 14 23 90 27 41 28
internal_value=0 0.000229763 -0.000132205 0.000941622 0.00059131 0.0003624 -0.000569182 -0.000591684 -0.000288026
internal_weight=0 682.147 340.875 98.5927 341.272 300.743 242.282 109.306 210.719
internal_count=4780 377 208 45 169 154 163 64 136
is_linear=0
shrinkage=0.06


Tree=1257
num_leaves=10
num_cat=0
split_feature=126 85 94 133 96 135 65 135 14
split_gain=0.00982729 0.014679 0.0159751 0.0136711 0.036657 0.0802229 0.0806225 0.0771184 0.0815178
threshold=0.0056525857653468856 0.0045489775948226461 0.0070226341485977182 0.0054799309000372895 0.0012357163941487672 0.0020932231564074759 0.021960759535431865 0.0032328735105693345 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 6 -6 8 -7
right_child=1 -3 -4 4 5 7 -8 -9 -10
leaf_value=-7.6387850783163103e-05 0.00034960740565703578 -0.00065329307386775642 0.00180966027517962 0.00043400859179703352 -0.00013918377535185734 0.0020554454258419324 -0.0019504904618632458 0.00011882527274496237 -0.00015872256967854636
leaf_weight=5094.0304371118546 192.69049441814423 43.252630591392517 31.369872212409973 804.43260431289673 2265.2945450544357 176.0471875667572 92.060923933982849 770.12249600887299 90.699075698852539
leaf_count=2607 155 37 17 339 1033 67 64 408 53
internal_value=0 0.000358674 0.000554024 -1.03176e-05 6.98423e-05 -1.64653e-05 -0.00020992 0.000423361 0.00130258
internal_weight=0 267.313 224.06 9292.69 4198.66 3394.22 2357.36 1036.87 266.746
internal_count=4780 209 172 4571 1964 1625 1097 528 120
is_linear=0
shrinkage=0.06


Tree=1258
num_leaves=10
num_cat=0
split_feature=28 71 39 102 14 146 45 3 145
split_gain=0.0106804 0.0393336 0.0456985 0.095214 0.0710425 0.0770497 0.0872847 0.0610739 0.0516437
threshold=0.0026012937305495147 0.0033348383149132137 0.010829726699739696 0.00747153488919139 0.00070876078098081063 0.013439828064292671 0.000490355829242617 0.0053125319536775359 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 -6
right_child=1 -3 -4 -5 5 -7 7 -9 -10
leaf_value=-3.6547949645050416e-05 0.001027984626063725 0.00029773754698565139 0.00040348547829866454 0.00068170930805340208 -0.0015681704605576496 -0.0039264706989902342 -0.003130525831565457 -0.00077123250834917065 0.00065243662963017086
leaf_weight=7176.5294604301453 54.363956093788147 1496.2327692508698 295.103151679039 171.37122750282288 55.918662548065186 36.142261385917664 84.167281150817871 74.429644584655762 115.74185228347778
leaf_count=3700 17 680 100 63 38 26 72 44 40
internal_value=0 0.000110044 -0.00020648 -0.00051047 -0.000996028 -0.00129634 -0.0010085 -0.00202331 -7.09294e-05
internal_weight=0 2383.47 887.238 592.135 420.764 366.4 330.257 158.597 171.661
internal_count=4780 1080 400 300 237 220 194 116 78
is_linear=0
shrinkage=0.06


Tree=1259
num_leaves=10
num_cat=0
split_feature=97 71 60 99 58 5 40 54 32
split_gain=0.0109272 0.0520984 0.0335737 0.0860596 0.0135311 0.0403256 0.0544026 0.0896717 0.060649
threshold=0.04273676127195359 0.0013560238294303419 0.00039601318712811922 0.004017772153019906 0.0062037324532866487 0.0012745757703669371 0.0017376682371832433 0.00017767510871635753 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 -1 7 -7 -8
right_child=1 2 3 -5 -6 6 8 -9 -10
leaf_value=2.1522801239661297e-05 -0.0015043678282016721 0.001519652246952862 -0.0018889657374020958 0.0012275447877859655 0.00010968320800240987 0.0024577581819703685 -6.9263911381799718e-05 -0.00010706060147163913 -0.00096783384483366047
leaf_weight=5358.4979238510132 45.301323294639587 105.12451303005219 50.073712468147278 87.878950119018555 2448.5739158391953 57.967355251312256 506.11176991462708 319.83295953273773 580.6378436088562
leaf_count=2430 24 26 33 26 1475 25 251 190 300
internal_value=0 0.000363726 0.000711875 9.63216e-05 -1.13131e-05 -5.47348e-05 -0.000333746 0.000286469 -0.00054936
internal_weight=0 288.378 243.077 137.953 9271.62 6823.05 1464.55 377.8 1086.75
internal_count=4780 109 85 59 4671 3196 766 215 551
is_linear=0
shrinkage=0.06


Tree=1260
num_leaves=10
num_cat=0
split_feature=124 144 27 15 63 88 45 4 145
split_gain=0.0102293 0.0327746 0.0212892 0.0662714 0.0712155 0.0247278 0.0186793 0.0269969 0.0418512
threshold=0.028884131461381916 0.0011261500185355546 0.0015833032084628942 0.0019071503775194289 0.0016846025246195497 0.011519505176693203 0.0066005610860884198 0.00017767510871635753 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 8 -4
right_child=1 2 6 4 -6 -7 -8 -9 -10
leaf_value=-1.9060103211671523e-05 0.0013371538127603488 0.00083362717053438867 0.00026621359273572547 -0.0011849315111001468 0.00023720752384764993 -0.0033041235145571616 0.0010229954528771967 0.00045112199747186869 -0.0020115861804556514
leaf_weight=8736.0923894643784 82.419716477394104 98.399860262870789 74.140357255935669 35.069700479507446 69.560826301574707 45.59061062335968 102.97939121723175 268.01168239116669 47.735732436180115
leaf_count=4385 41 35 29 30 30 39 34 126 31
internal_value=0 0.000202099 7.59324e-05 -0.00037673 -0.00116955 -0.00238274 0.000304273 0.00011444 -0.000625942
internal_weight=0 823.908 741.488 248.621 150.221 80.6603 492.867 389.888 121.876
internal_count=4780 395 354 134 99 69 220 186 60
is_linear=0
shrinkage=0.06


Tree=1261
num_leaves=10
num_cat=0
split_feature=142 97 46 37 84 95 126 125 51
split_gain=0.0101787 0.0381882 0.0615254 0.0579758 0.0566701 0.0555388 0.102399 0.0718386 0.0550232
threshold=0.021960759535431865 0.00043393640953581786 0.0081988852471113222 0.0018488886416889729 0.000490355829242617 0.0072436286136507997 0.00043393640953581786 0.0041444667149335155 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 6 7 -3 -2
right_child=1 5 3 -5 -6 -7 -8 -9 -10
leaf_value=-2.2527357492722338e-05 0.00043496959194083787 -0.0041656384514290601 0.0019326908882591946 -0.00030173175382018045 -0.00018280806543839235 0.00087610013707887255 0.00025771550918809533 -0.00092143992868446876 -0.00093230266551201505
leaf_weight=8442.2546569108963 285.64296174049377 43.252630591392517 198.94484233856201 92.651339292526245 59.136345267295837 88.951511025428772 123.82835328578949 56.894794344902039 168.44283211231232
leaf_count=4291 146 37 62 35 26 22 42 29 90
internal_value=0 0.000170148 0.000388832 0.000985744 0.00144795 -0.000392286 -0.000896023 -0.00232258 -7.22192e-05
internal_weight=0 1117.75 804.818 350.733 258.081 312.927 223.976 100.147 454.086
internal_count=4780 489 359 123 88 130 108 66 236
is_linear=0
shrinkage=0.06


Tree=1262
num_leaves=10
num_cat=0
split_feature=60 139 142 1 26 143 136 105 109
split_gain=0.00999293 0.0454676 0.0365608 0.0451021 0.0479319 0.0789588 0.0719324 0.0769947 0.0894413
threshold=0.0017376682371832433 0.0010263677686452868 0.021960759535431865 0.0005375427135732026 0.0012357163941487672 0.0021592099219560628 0.0003614811430452392 0.0011261500185355546 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8 -9
right_child=-2 -3 -4 4 -6 6 7 8 -10
leaf_value=5.9253912384100065e-05 7.949107120261893e-05 0.00066546131782442553 0.00037505137469653188 0.00013226238747847039 0.00049096539502973885 -0.00088165744602094239 0.00085873880867520737 -0.0022434106353319445 -0.00010515753318690044
leaf_weight=2327.6012102365494 3568.2464045286179 305.7204909324646 559.11387777328491 767.78451597690582 252.12796771526337 1139.3423235416412 208.87533712387085 88.650382995605469 342.53775608539581
leaf_count=1283 1587 114 257 406 137 655 100 66 175
internal_value=0 -4.7339e-05 -8.56641e-05 -0.000135907 -0.000298181 -0.000376293 -0.000595727 -8.67575e-05 -0.000544773
internal_weight=0 5991.75 5686.03 5126.92 2799.32 2547.19 1779.41 640.063 431.188
internal_count=4780 3193 3079 2822 1539 1402 996 341 241
is_linear=0
shrinkage=0.06


Tree=1263
num_leaves=10
num_cat=0
split_feature=70 31 112 81 84 96 92 96 122
split_gain=0.0107448 0.0211577 0.020555 0.0289654 0.0227111 0.0270837 0.0235725 0.0387636 0.023255
threshold=0.017188700847327713 0.02636832278221846 0.0016846025246195497 0.013860232196748258 0.0016846025246195497 0.0079489401541650313 0.00017767510871635753 0.0020932231564074759 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 -8 -9
right_child=1 -3 3 -5 -6 -7 7 8 -10
leaf_value=-1.7865761586508002e-05 -0.0019589069935500832 0.0014648223604763161 0.00017827951269025035 0.0017960791586390898 0.00068046525036686016 0.00035160587649666209 0.00040453090819638117 -0.0024797204725513821 -0.00040638573211115842
leaf_weight=8860.9933036565781 44.421620607376099 46.373884201049805 132.39699983596802 56.991223454475403 109.01719951629639 136.78367257118225 94.989319324493408 37.407680511474609 40.625363230705261
leaf_count=4423 38 20 69 34 49 58 37 32 20
internal_value=0 0.000226476 0.000138484 0.000665112 -7.68179e-05 -0.00030988 -0.000725989 -0.00040945 -0.00140031
internal_weight=0 699.007 652.633 189.388 463.245 354.228 217.444 173.022 78.033
internal_count=4780 357 337 103 234 185 127 89 52
is_linear=0
shrinkage=0.06


Tree=1264
num_leaves=10
num_cat=0
split_feature=25 75 14 21 90 122 14 19 81
split_gain=0.0102202 0.0563407 0.0641131 0.0731003 0.0883307 0.0881113 0.071408 0.0720723 0.083032
threshold=0.00090704852482303988 0.0036604277556762104 0.0054799309000372895 0.0068083447404205808 0.00017767510871635753 0.0048403022810816774 0.00082683752407319855 0.014293605927377941 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 -8
right_child=-2 2 -4 -5 -6 -7 7 -9 -10
leaf_value=4.0391073364071606e-05 4.3838540012999015e-05 -0.0040613191549034727 0.00056292701931231006 0.00024858439484081894 0.00056752800763829254 0.00026163971244776846 0.0006606722316535085 -0.0035859189069952541 -0.0024270276127143753
leaf_weight=2531.0900614261627 6376.0842682123184 61.956470847129822 138.14552080631256 145.06303179264069 70.633387207984924 60.11247706413269 61.281467080116272 51.435560703277588 64.198021769523621
leaf_count=1521 2912 53 69 70 26 17 18 44 50
internal_value=0 -8.77907e-05 -0.000584768 -0.000892821 -0.00134079 -0.00179162 -0.00230832 -0.00169441 -0.000919062
internal_weight=0 3183.92 652.826 514.68 369.617 298.984 238.872 176.915 125.479
internal_count=4780 1868 347 278 208 182 165 112 68
is_linear=0
shrinkage=0.06


Tree=1265
num_leaves=10
num_cat=0
split_feature=108 46 8 18 58 126 58 116 107
split_gain=0.0100738 0.0212725 0.0396347 0.0323851 0.0260625 0.0346104 0.0307539 0.0232291 0.0287428
threshold=0.028884131461381916 0.00244467705488205 0.0027679565828293566 0.00066645268816500913 0.0027679565828293566 0.0036604277556762104 0.00077738583786413084 0.00087947337306104611 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 -2 -3 -9
right_child=1 7 3 -5 5 -7 -8 8 -10
leaf_value=-1.7072743475181883e-05 -0.00043637512964097181 -0.00078595079902449543 -0.00037682673575228204 -0.0026413948137806618 -0.0012999396222994472 0.0013806244438480607 0.0013983809808805518 0.0018470804143492197 0.00042856857197739529
leaf_weight=8877.8531501293182 48.808293342590332 40.81822144985199 74.429644584655762 32.731720447540283 59.618490815162659 24.452361226081848 100.83426940441132 65.860998034477234 234.59311747550964
leaf_count=4403 27 30 44 28 51 16 42 17 122
internal_value=0 0.000222194 -0.00011306 -0.00106852 0.000325035 -0.000520286 0.000799946 0.000557059 0.000739513
internal_weight=0 682.147 340.875 107.161 233.713 84.0709 149.643 341.272 300.454
internal_count=4780 377 208 72 136 67 69 169 139
is_linear=0
shrinkage=0.06


Tree=1266
num_leaves=10
num_cat=0
split_feature=28 46 73 86 0 89 26 21 34
split_gain=0.00996219 0.0394871 0.0303567 0.0288298 0.0497966 0.0856103 0.104711 0.139601 0.1522
threshold=0.0026012937305495147 0.096724390983581557 0.0020292587578296666 0.00087947337306104611 0.0087224207818508166 0.0015349716995842757 0.00066645268816500913 0.0056525857653468856 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 7 8 -5
right_child=1 2 -4 4 -6 -7 -8 -9 -10
leaf_value=3.0922582037039014e-05 4.2110110542163878e-05 0.0020396160357971575 0.00032852525101317263 -0.00053411263426831614 0.00032820755915129862 0.00027513616075133953 0.00025983739378114697 0.00039128208536336537 -0.0027238440326637142
leaf_weight=5506.7803418636322 2229.5380001068115 63.619447112083435 90.313359260559082 211.11688804626465 401.97522938251495 409.86887216567993 248.23528122901917 149.44970452785492 249.10314321517944
leaf_count=2965 1027 20 33 97 157 149 114 59 159
internal_value=0 0.00010628 0.00103571 -3.52978e-05 -0.00025369 -0.000438194 -0.000778991 -0.00120196 -0.00171935
internal_weight=0 2383.47 153.933 7176.53 1669.75 1267.77 857.905 609.67 460.22
internal_count=4780 1080 53 3700 735 578 429 315 256
is_linear=0
shrinkage=0.06


Tree=1267
num_leaves=10
num_cat=0
split_feature=99 143 142 5 109 34 34 1 92
split_gain=0.00984888 0.0221485 0.0400807 0.0439258 0.0679381 0.0738124 0.0647187 0.0710888 0.0602053
threshold=0.00017767510871635753 0.001792412775103003 0.0020932231564074759 0.000490355829242617 0.013032016810029747 0.011519505176693203 0.015200819820165636 0.0018488886416889729 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 -5
right_child=1 -3 -4 8 -6 6 7 -9 -10
leaf_value=0.00011756041645200746 0.00018599176077595166 -8.1752894458613946e-05 0.0013259299987467142 3.9611781181423616e-05 -0.0019179817722181072 0.0030722522490892893 -0.00070138097363797865 0.0024372003781786521 -0.0014325803651139308
leaf_weight=2022.6758335828781 605.58419108390808 6086.9952434301376 102.0032594203949 392.90075588226318 44.325191497802734 65.860998034477234 59.232774376869202 46.27745509147644 134.14456450939178
leaf_count=1091 282 2945 43 223 33 17 31 15 100
internal_value=0 -3.15479e-05 0.000179161 9.24062e-05 0.000366748 0.000497092 0.00159644 0.000675221 -0.000335093
internal_weight=0 7537.32 1450.33 1348.33 821.281 776.955 171.371 105.51 527.045
internal_count=4780 3689 744 701 378 345 63 46 323
is_linear=0
shrinkage=0.06


Tree=1268
num_leaves=10
num_cat=0
split_feature=83 104 129 15 38 3 126 24 44
split_gain=0.0098804 0.0302278 0.0700245 0.0984266 0.0721454 0.0547881 0.0841391 0.0464426 0.118773
threshold=0.018276390619575981 0.0042751494329422721 0.00066645268816500913 0.014740333426743748 0.0011261500185355546 0.00064626874518580746 0.0011980500421486797 0.0013986918493174019 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3 7 -7 -9
right_child=1 5 3 -5 -6 6 -8 8 -10
leaf_value=-3.9488907891974421e-05 -0.00012222507358474301 0.00017548724594076821 0.00068201950131554752 0.0021769393986071726 -0.0014698404008308217 -0.0003110605739435736 0.0002396415291502802 -0.003538843758644849 -0.00045312455875253405
leaf_weight=6736.6034979820251 609.6578950881958 1085.3759245872498 365.83296799659729 141.17034530639648 66.246714472770691 117.20012962818146 256.5146404504776 81.732872009277344 99.665279388427734
leaf_count=3304 374 599 131 47 37 56 126 65 41
internal_value=0 9.42202e-05 0.000325416 0.000801487 0.000352095 -7.2488e-05 -0.000557338 -0.00124199 -0.00184346
internal_weight=0 2823.4 1182.91 573.25 432.08 1640.49 555.113 298.598 181.398
internal_count=4780 1476 589 215 168 887 288 162 106
is_linear=0
shrinkage=0.06


Tree=1269
num_leaves=10
num_cat=0
split_feature=75 52 51 1 61 53 40 44 106
split_gain=0.0100559 0.0359616 0.0503223 0.0493209 0.0403392 0.0603852 0.0906486 0.0919597 0.0695058
threshold=0.013860232196748258 0.0033348383149132137 0.0022975050378590827 0.0053125319536775359 0.00075379351619631063 0.0014881226234138014 0.00099512818269431613 0.0038949446752667431 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 -6 -7 8 -8
right_child=1 2 3 -5 5 6 7 -9 -10
leaf_value=-2.4439502834614469e-05 0.00052343042685919856 -0.00026931936792193284 0.0018546357126292025 -4.1518921548017812e-05 0.00028520849738044804 0.0010862332836007341 -0.0041290438749987382 -0.00030118539460743048 -0.0012816412920918755
leaf_weight=8257.530552983284 311.56544101238251 128.79360067844391 147.89499807357788 74.140357255935669 313.80699193477631 67.029988050460815 56.111520767211914 134.54212164878845 68.584694504737854
leaf_count=4251 119 61 38 29 116 18 48 61 39
internal_value=0 0.000154944 0.000674193 0.00122149 -3.64808e-05 -0.000309025 -0.000880563 -0.00138911 -0.00256293
internal_weight=0 1302.47 350.829 222.035 951.641 640.075 326.268 259.238 124.696
internal_count=4780 529 128 67 401 282 166 148 87
is_linear=0
shrinkage=0.06


Tree=1270
num_leaves=10
num_cat=0
split_feature=82 125 63 15 69 45 27 77 88
split_gain=0.00994472 0.0271584 0.0423342 0.0281277 0.0442091 0.0367027 0.0261099 0.0263336 0.0367076
threshold=0.0070226341485977182 0.0026833302108570938 0.00052132029668428015 0.0037758676335215573 0.0005375427135732026 0.0058306583669036635 0.0053125319536775359 0.0015349716995842757 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 -5 7 -2 -9
right_child=1 2 3 5 -6 -7 -8 8 -10
leaf_value=-2.1828008297284096e-05 2.3715503247060644e-05 0.001845780580691211 -0.00043675019581325419 -0.0015014372102135826 0.0015877151320492255 0.00038990637943181136 0.00093468073624330408 -0.0015414997309650274 0.0005796055936287067
leaf_weight=8480.9632786512375 455.33937227725983 75.30934727191925 62.739744424819946 58.256642580032349 101.90683031082153 100.93069851398468 83.492277383804321 99.364151358604431 41.697924137115479
leaf_count=4152 301 30 34 40 38 47 37 85 16
internal_value=0 0.000171563 0.000564426 0.00026644 0.000816278 -0.000302255 -5.90743e-05 -0.000198193 -0.000914501
internal_weight=0 1079.04 399.143 323.834 164.647 159.187 679.894 596.401 141.062
internal_count=4780 628 189 159 72 87 439 402 101
is_linear=0
shrinkage=0.06


Tree=1271
num_leaves=10
num_cat=0
split_feature=112 38 97 20 110 135 92 110 53
split_gain=0.010135 0.0235464 0.0166809 0.017366 0.0242401 0.0215762 0.0279709 0.0179203 0.0237035
threshold=0.0062037324532866487 0.0060143163427710542 0.0019071503775194289 0.0026833302108570938 0.0035485138650983576 0.0044099434744566688 0.055838862434029586 0.011519505176693203 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 8 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-1.5858990914245514e-05 -0.00016433917204478789 0.0014166683457967958 -0.0010137596225312936 0.0014668976789544083 -0.00028854120010620278 0.00085132629757329881 0.0010164642446454561 0.00014344085328797613 -0.001711906478784063
leaf_weight=8968.9497829675674 71.21196186542511 55.532946109771729 43.059772372245789 78.719888210296631 44.22876238822937 84.950554728507996 52.218834280967712 89.81937301158905 71.308390974998474
leaf_count=4417 56 18 27 28 28 53 25 67 61
internal_value=0 0.000240654 0.000118701 0.000217722 0.000835407 1.21967e-05 -0.000238313 -0.000520326 -0.000938646
internal_weight=0 591.05 535.518 492.458 122.949 369.509 284.559 232.34 142.52
internal_count=4780 363 345 318 56 262 209 184 117
is_linear=0
shrinkage=0.06


Tree=1272
num_leaves=10
num_cat=0
split_feature=105 81 68 34 34 102 82 3 46
split_gain=0.00974301 0.0372365 0.058406 0.063966 0.0649547 0.0358944 0.121587 0.150513 0.0884704
threshold=0.0041444667149335155 0.0018488886416889729 0.0092791137285530585 0.0079489401541650313 0.0018488886416889729 0.0022272822679951791 0.00040826165059115743 0.0015833032084628942 0.096724390983581557
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3 7 -7 -8
right_child=1 5 -4 -5 -6 6 8 -9 -10
leaf_value=-4.0212867641615869e-05 -0.00086114176359506061 0.00032740642239402159 0.00075740744133276177 0.00051161990795061947 -0.0039575968407825728 -0.0045274850693762499 -5.8122517962912216e-05 -0.00015772735664849839 0.0021517282415297119
leaf_weight=6635.4325784444809 55.918662548065186 1642.8623481988907 69.560826301574707 45.204894185066223 43.252630591392517 47.928590655326843 879.83838069438934 69.560826301574707 70.440528988838196
leaf_count=3483 38 712 30 19 37 41 374 30 16
internal_value=0 9.12373e-05 -0.000670837 -0.00135897 -0.00221163 0.000151384 -0.000119443 -0.00194032 0.000105685
internal_weight=0 2924.57 213.937 144.376 99.1713 2710.63 1067.77 117.489 950.279
internal_count=4780 1297 124 94 75 1173 461 71 390
is_linear=0
shrinkage=0.06


Tree=1273
num_leaves=10
num_cat=0
split_feature=70 59 65 81 30 124 11 145 52
split_gain=0.0100989 0.0159037 0.0182885 0.0294812 0.0262431 0.0168663 0.0149688 0.0145333 0.012665
threshold=0.017188700847327713 0.00099512818269431613 0.0041444667149335155 0.013860232196748258 0.0026833302108570938 0.0045489775948226461 0.0054799309000372895 0.00080172589514404546 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 5 6 -3 -5 -1
right_child=1 2 -4 7 -6 -7 -8 -9 -10
leaf_value=0.0001754931163997242 -0.00024192282684372285 -0.00067596550084364634 0.0012299441696857669 0.0017368986871889934 -0.0015839616578030085 0.0009101095786704928 0.00040758142790652614 0.00045840748316400986 -4.4006799346013478e-05
leaf_weight=1077.3012642860413 194.16061246395111 100.24385404586792 79.888878226280212 54.363956093788147 37.214822292327881 70.633387207984924 84.661267399787903 77.840185523033142 7783.6920393705368
leaf_count=538 112 71 29 17 22 26 38 42 3885
internal_value=0 0.000219564 0.000397048 0.00024047 -9.53627e-05 0.000121426 -0.000179849 0.000984139 -1.73205e-05
internal_weight=0 699.007 504.846 424.957 292.753 255.539 184.905 132.204 8860.99
internal_count=4780 357 245 216 157 135 109 59 4423
is_linear=0
shrinkage=0.06


Tree=1274
num_leaves=10
num_cat=0
split_feature=122 63 7 138 110 0 95 129 144
split_gain=0.00957756 0.0143564 0.0416705 0.0475575 0.0574568 0.0737666 0.0917416 0.0565832 0.0766985
threshold=0.0048403022810816774 0.00085274505545385193 0.0020292587578296666 0.00044738779251929378 0.00075379351619631063 0.0087224207818508166 0.00244467705488205 0.00244467705488205 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 8 -4
right_child=-2 2 3 -5 -6 6 -8 -9 -10
leaf_value=9.3363927838962176e-05 0.0002407354418746935 -0.00022456381603602244 -0.0019930210555024835 -5.8106607199106732e-05 -9.5812746208359952e-05 0.00084504431504124687 0.0036761435462991337 0.0012459052637486109 0.00064781639375163802
leaf_weight=2956.4687725305557 560.09000957012177 3040.4313547611237 66.246714472770691 2164.1828290224075 362.02486991882324 113.50030136108398 64.692008018493652 133.96354699134827 98.399860262870789
leaf_count=1580 248 1701 37 917 172 43 16 31 35
internal_value=0 -1.49817e-05 -6.79846e-05 9.05458e-05 0.00047407 0.000906769 0.00187286 0.000330263 -0.000414743
internal_weight=0 8999.91 6043.44 3003.01 838.827 476.802 178.192 298.61 164.647
internal_count=4780 4532 2952 1251 334 162 59 103 72
is_linear=0
shrinkage=0.06


Tree=1275
num_leaves=10
num_cat=0
split_feature=25 3 15 115 33 33 72 142 140
split_gain=0.00928963 0.0198791 0.0369207 0.0199743 0.0468195 0.0556294 0.0293576 0.0561597 0.0267558
threshold=0.030689206905663017 0.020035739988088611 0.014740333426743748 0.0028552538715302949 0.0005375427135732026 0.00017767510871635753 0.0037758676335215573 0.0037758676335215573 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -6
right_child=1 -3 -4 4 8 -7 -8 -9 -10
leaf_value=-1.7623757367696031e-05 0.0006134117432081 0.00095147735351589543 0.0011732056627670514 -0.0023362815075783638 -0.00067182056649867398 0.0018353592344821806 0.00027278502821390734 0.00067487754888958607 -0.0024867780450509216
leaf_weight=8780.4057402610779 112.42774045467377 108.63148307800293 94.892890214920044 53.580682516098022 121.77966058254242 57.774497032165527 153.83637726306915 38.190954089164734 38.480241417884827
leaf_count=4477 47 29 32 36 55 15 48 13 28
internal_value=0 0.000198493 7.65815e-05 -0.000104059 -0.000278038 0.00016018 -0.000233873 -0.00108318 -0.00110761
internal_weight=0 779.595 670.963 576.07 463.642 303.383 245.608 91.7716 160.26
internal_count=4780 303 274 242 195 112 97 49 83
is_linear=0
shrinkage=0.06


Tree=1276
num_leaves=10
num_cat=0
split_feature=112 124 92 54 149 104 60 62 76
split_gain=0.00959677 0.0133765 0.0204215 0.0138738 0.0199233 0.0298699 0.0131252 0.0174812 0.0129214
threshold=0.0062037324532866487 0.00040826165059115743 0.0049928687512874612 0.014293605927377941 0.0026012937305495147 0.002945306478068233 0.0013146653072908523 0.0016331639490090313 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -3 7 8 -2
right_child=1 3 -4 -5 -6 -7 -8 -9 -10
leaf_value=-1.543214585377823e-05 -0.0011521866118215523 0.00098604454133091992 0.00074973521079043032 -0.00045952067667668863 0.0011081494603054898 -0.0011582724538309896 -0.0015420898274078978 0.00065151723262957977 8.415966840943577e-05
leaf_weight=8968.9497829675674 66.632430911064148 51.049844264984131 82.709003806114197 44.22876238822937 156.46364462375641 43.156201481819153 29.224750399589539 61.570754408836365 56.01509165763855
leaf_count=4417 57 24 56 28 65 32 25 33 43
internal_value=0 0.000234177 -5.06554e-05 0.000520219 0.000693087 3.72355e-06 -0.000360806 -0.000173405 -0.000587527
internal_weight=0 591.05 296.152 294.898 250.67 94.206 213.443 184.218 122.648
internal_count=4780 363 214 149 121 56 158 133 100
is_linear=0
shrinkage=0.06


Tree=1277
num_leaves=10
num_cat=0
split_feature=71 118 115 20 96 26 19 25 78
split_gain=0.00954296 0.0297592 0.0217772 0.0271896 0.0356118 0.0285196 0.0257863 0.0156775 0.0670707
threshold=0.15819545835256579 0.0019672545604407792 0.024810968898236755 0.00062670491752214741 0.00080172589514404546 0.00037263428384903824 0.0013986918493174019 0.00090704852482303988 0.016668972559273246
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 6 -5 -2 8 -1
right_child=1 -3 -4 5 -6 -7 -8 -9 -10
leaf_value=-6.231508460654943e-05 0.0004092441479649309 -0.0011790355649713693 0.0019522892433295029 -0.0015961909083685867 0.0011822994009878184 0.00069326304538866999 -0.0017393392070391763 4.1138080649405284e-05 -0.0013994793917992325
leaf_weight=2777.6742070913315 59.42563259601593 44.421620607376099 32.346004009246826 46.759600639343262 155.77680015563965 33.707852244377136 30.39374041557312 6237.5530309677124 141.9417781829834
leaf_count=1609 41 38 8 40 89 19 26 2823 87
internal_value=0 0.000285814 0.000467368 0.000320062 0.00063368 -0.000637138 -0.000317809 -1.25732e-05 -0.000127323
internal_weight=0 402.831 358.41 326.064 245.596 80.4675 89.8194 9157.17 2919.62
internal_count=4780 261 223 215 156 59 67 4519 1696
is_linear=0
shrinkage=0.06


Tree=1278
num_leaves=10
num_cat=0
split_feature=35 77 42 79 138 101 143 117 148
split_gain=0.00907104 0.0316479 0.0579812 0.075003 0.0394857 0.0701473 0.0356238 0.0442639 0.0383497
threshold=0.00073092587990686308 0.0026833302108570938 0.0079489401541650313 0.0013146653072908523 0.0037758676335215573 0.0011261500185355546 0.001792412775103003 0.022641776129603389 0.032603342086076743
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 7 -1 -8
right_child=-2 2 -4 -5 -6 -7 8 -9 -10
leaf_value=-0.00051824254554005359 -2.8749101720101972e-05 -0.0026611222382597033 0.00082827827202746295 -0.0032087517371584928 0.00091795715333569154 9.4896634195876296e-05 0.00031220998940588099 0.0011509686083858819 0.0016594019383618765
leaf_weight=344.27348005771637 7697.4997469186783 53.773540735244751 97.230870246887207 42.083640575408936 56.70193612575531 87.09567654132843 1030.6262520551682 68.584694504737854 82.130429148674011
leaf_count=265 3708 46 34 36 19 45 562 39 26
internal_value=0 0.000118817 -0.000407511 -0.000908886 -0.000419003 -0.000957149 0.00023504 -0.00024095 0.000411644
internal_weight=0 1862.5 336.886 239.655 197.571 140.869 1525.61 412.858 1112.76
internal_count=4780 1072 180 146 110 91 892 304 588
is_linear=0
shrinkage=0.06


Tree=1279
num_leaves=10
num_cat=0
split_feature=108 132 123 75 122 140 143 131 59
split_gain=0.00966894 0.023947 0.0194338 0.0195989 0.0306965 0.0303542 0.0284538 0.0177756 0.0158669
threshold=0.028884131461381916 0.0042751494329422721 0.0013986918493174019 0.0020932231564074759 0.00037263428384903824 0.00244467705488205 0.0025217677466571335 0.00017767510871635753 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 -2 -8
right_child=1 -3 -4 4 -6 -7 8 -9 -10
leaf_value=-1.6726180328623038e-05 -0.0014091651040274487 0.0014846760593795146 0.0011767660816178747 4.1599095023044561e-05 0.00031537226932832376 -0.0022186793136859144 0.0007092065809928312 0.00016089170057356802 -0.00054906244739737556
leaf_weight=8877.8531501293182 51.435560703277588 49.784425139427185 56.798365235328674 36.045832276344299 81.154297351837158 52.604550719261169 260.02161049842834 52.411692500114441 41.890782356262207
leaf_count=4403 44 18 24 21 35 45 129 35 26
internal_value=0 0.000217684 0.000117937 1.34485e-05 -0.000527779 -0.00129964 0.000239944 -0.000616758 0.00053462
internal_weight=0 682.147 632.363 575.564 169.805 88.6504 405.76 103.847 301.912
internal_count=4780 377 359 335 101 66 234 79 155
is_linear=0
shrinkage=0.06


Tree=1280
num_leaves=10
num_cat=0
split_feature=14 133 83 127 59 0 79 47 78
split_gain=0.00964921 0.0425248 0.0566735 0.0535912 0.0979472 0.078665 0.0731832 0.068462 0.0648689
threshold=0.0013560238294303419 0.044033329933881767 0.018276390619575981 0.00017767510871635753 0.0056525857653468856 0.0026833302108570938 0.0033348383149132137 0.00747153488919139 0.012252715881913902
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 -6 -7 8 -4
right_child=-2 -3 3 4 5 6 -8 -9 -10
leaf_value=-0.00025463776318751746 6.3307819601444935e-05 0.0010100769631779425 0.0014042556867842194 0.00054011424303121122 -0.00026809804381270328 -0.0011809142557331603 -0.0043800502537327101 3.0434427096003092e-05 -0.00016671985974606472
leaf_weight=2905.515357375145 4545.8705487251282 130.84229338169098 348.68383419513702 369.52095556259155 344.87573611736298 106.96850681304932 33.900710463523865 643.95616269111633 129.86616158485413
leaf_count=1561 2143 48 136 203 177 62 29 364 57
internal_value=0 -5.73956e-05 -8.59974e-05 0.00016175 -0.000196061 -0.000756092 -0.0019508 0.000434375 0.000977933
internal_weight=0 5014.13 4883.29 1977.77 855.266 485.745 140.869 1122.51 478.55
internal_count=4780 2637 2589 1028 471 268 91 557 193
is_linear=0
shrinkage=0.06


Tree=1281
num_leaves=10
num_cat=0
split_feature=99 124 113 37 148 109 123 27 18
split_gain=0.00968519 0.0241248 0.0280465 0.0513994 0.0473215 0.0548692 0.0790813 0.110047 0.0546458
threshold=0.00017767510871635753 0.051876978948712356 0.0005893622583243997 0.037906534969806678 0.013032016810029747 0.0084566329605877417 0.0005893622583243997 0.001792412775103003 0.024810968898236755
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 -6 7 -7 -2
right_child=1 -3 -4 -5 5 6 -8 -9 -10
leaf_value=0.00011657941441588733 -0.00045286759611382407 0.0005367029570940851 3.2439785353948275e-05 -0.0018791613325561253 0.00054733945263568315 -7.5042381833904121e-06 0.0008580353612805769 -0.0041840230432392085 0.00068074740840412865
leaf_weight=2022.6758335828781 1537.6177246570587 259.92518138885498 4823.5961862802505 65.174153566360474 523.17631530761719 51.049844264984131 65.860998034477234 40.914650559425354 170.00937926769257
leaf_count=1091 799 124 2415 41 182 24 17 35 52
internal_value=0 -3.12846e-05 -5.15713e-05 -0.000216717 -0.000171357 0.000251534 -0.000729032 -0.00186562 -0.000340006
internal_weight=0 7537.32 7277.4 2453.8 2388.63 681.002 157.825 91.9645 1707.63
internal_count=4780 3689 3565 1150 1109 258 76 59 851
is_linear=0
shrinkage=0.06


Tree=1282
num_leaves=10
num_cat=0
split_feature=117 134 52 133 94 95 32 144 70
split_gain=0.00895934 0.0377044 0.0421927 0.0556897 0.0587052 0.044987 0.0420371 0.0417825 0.0737476
threshold=0.016668972559273246 0.00040826165059115743 0.0042751494329422721 0.015675474889576439 0.0062037324532866487 0.00087947337306104611 0.00068727668258361529 0.0020292587578296666 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4 8 -3
right_child=1 7 3 4 -6 -7 -8 -9 -10
leaf_value=-3.1173285595543499e-05 0.00044181577050071306 -0.002119701458607271 -0.00076358052566928146 -0.00040069184654685432 0.002464717653299634 -0.00015248932633036451 -0.0034793707607810118 0.00042218777905937531 2.9594680051869789e-05
leaf_weight=7422.1611557006836 1134.0996295213699 103.84725320339203 68.873981833457947 48.808293342590332 54.460385203361511 442.588751912117 29.224750399589539 127.23889422416687 128.69717156887054
leaf_count=3679 562 79 54 27 22 236 25 40 56
internal_value=0 0.000108228 0.000221574 -0.000166304 0.00111043 -0.000410153 -0.00157265 -0.000451932 -0.000930215
internal_weight=0 2137.84 1778.06 643.956 103.269 540.687 98.0987 359.783 232.544
internal_count=4780 1101 926 364 49 315 79 175 135
is_linear=0
shrinkage=0.06


Tree=1283
num_leaves=10
num_cat=0
split_feature=72 103 92 33 149 33 99 150 0
split_gain=0.00930114 0.0351028 0.0667965 0.0359508 0.0280451 0.0546155 0.0546846 0.0457071 0.0344385
threshold=0.00082683752407319855 0.0032328735105693345 0.011169348377734424 0.017724351026117805 0.00017767510871635753 0.00077738583786413084 0.00073092587990686308 0.0011615398107096555 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 7 -7 8 -1
right_child=-2 2 -4 -5 -6 6 -8 -9 -10
leaf_value=0.00015695396239153838 -2.7780036918219358e-05 -0.00037459619751049975 0.0033719163537844587 0.0021884632978678132 -0.0001526209640595101 0.00015180187934058897 0.002504296934469252 0.0010932997288584827 -0.0010762613011521022
leaf_weight=228.15775203704834 7833.9095437526703 75.9843510389328 33.611423134803772 26.597483038902283 977.3111754655838 67.415704488754272 75.30934727191925 114.86214959621429 126.8413370847702
leaf_count=146 3687 65 14 8 659 38 30 54 79
internal_value=0 0.00012608 0.00105056 0.000289955 4.68881e-05 0.000365182 0.0013931 5.29403e-05 -0.000283674
internal_weight=0 1726.09 136.193 102.582 1589.9 612.586 142.725 469.861 354.999
internal_count=4780 1093 87 73 1006 347 68 279 225
is_linear=0
shrinkage=0.06


Tree=1284
num_leaves=10
num_cat=0
split_feature=97 71 60 99 58 5 135 52 138
split_gain=0.00970376 0.0473078 0.0302214 0.0715619 0.0145937 0.0324439 0.0644526 0.0452011 0.10398
threshold=0.04273676127195359 0.0013560238294303419 0.00039601318712811922 0.004017772153019906 0.0062037324532866487 0.0012745757703669371 0.02129978779703379 0.0037758676335215573 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 -1 7 -7 -9
right_child=1 2 3 -5 -6 6 -8 8 -10
leaf_value=1.2644984691627983e-05 -0.0014373754577314275 0.0014409046333554692 -0.0017198572723752146 0.0011220499388652379 0.00011499661596903346 -0.00010796089773634311 0.0018647213385165236 -0.0017423361306539247 -8.2018994799293885e-05
leaf_weight=5358.4979238510132 45.301323294639587 105.12451303005219 50.073712468147278 87.878950119018555 2448.5739158391953 864.13568353652954 47.63930332660675 239.94408130645752 312.83086013793945
leaf_count=2430 24 26 33 26 1475 454 26 161 125
internal_value=0 0.000342759 0.000674516 9.05016e-05 -1.0661e-05 -5.57554e-05 -0.000306019 -0.000379004 -0.000802716
internal_weight=0 288.378 243.077 137.953 9271.62 6823.05 1464.55 1416.91 552.775
internal_count=4780 109 85 59 4671 3196 766 740 286
is_linear=0
shrinkage=0.06


Tree=1285
num_leaves=10
num_cat=0
split_feature=148 125 60 34 40 87 17 115 124
split_gain=0.00992594 0.0344137 0.0940879 0.0790423 0.050397 0.0417477 0.0373713 0.0428058 0.0444378
threshold=0.0038949446752667431 0.0098710241727530974 0.0084566329605877417 0.00055427959887310873 0.0041444667149335155 0.00017767510871635753 0.0016331639490090313 0.0020292587578296666 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -5 -9
right_child=-2 2 -4 6 -6 -7 -8 8 -10
leaf_value=-9.857449257890557e-06 -4.4596231542026395e-05 -0.0029787750424069403 -0.0021464047379385087 0.0012992722282628036 0.0007569364297600864 7.138643160739724e-05 0.0019505922376059444 -0.0015034141449102598 0.0006808024915297416
leaf_weight=2688.0476922988892 6239.8673295974731 40.914650559425354 45.494181513786316 199.2341296672821 48.711864233016968 26.693912148475647 119.15239322185516 49.977283358573914 101.90683031082153
leaf_count=1552 2943 35 34 77 22 13 38 28 38
internal_value=0 8.38143e-05 0.000482169 0.000686033 -0.00071439 -0.00177448 0.00103242 0.000720843 -3.79113e-05
internal_weight=0 3320.13 632.085 586.591 116.32 67.6086 470.271 351.118 151.884
internal_count=4780 1837 285 251 70 48 181 143 66
is_linear=0
shrinkage=0.06


Tree=1286
num_leaves=10
num_cat=0
split_feature=142 15 50 68 113 44 43 87 19
split_gain=0.0095897 0.0302887 0.0379432 0.046199 0.0808194 0.050086 0.0297875 0.0605556 0.0582758
threshold=0.021960759535431865 0.0044099434744566688 0.015200819820165636 0.000490355829242617 0.0014881226234138014 0.0028552538715302949 0.0012745757703669371 0.00080172589514404546 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 -3
right_child=1 6 -4 4 -6 -7 -8 -9 -10
leaf_value=-2.1865879898635322e-05 0.00046892069483222231 0.00026097906218104731 0.00075902387718485584 -0.0013427106708623045 9.4363310514688185e-05 -0.0044646648017247683 -0.00010800802911151588 1.0268177948746606e-05 0.0021349861860746546
leaf_weight=8442.2546569108963 71.89880633354187 105.70308768749237 79.985307335853577 40.721792340278625 68.391836285591125 33.900710463523865 313.505863904953 266.26411771774292 137.37408792972565
leaf_count=4291 32 56 34 25 29 29 160 95 29
internal_value=0 0.000165151 -0.000356576 -0.000771774 -0.00139552 -0.002761 0.000352132 0.000635354 0.00132007
internal_weight=0 1117.75 294.898 214.913 143.014 74.6225 822.847 509.341 243.077
internal_count=4780 489 149 115 83 54 340 180 85
is_linear=0
shrinkage=0.06


Tree=1287
num_leaves=10
num_cat=0
split_feature=60 115 19 101 116 75 120 135 44
split_gain=0.00949915 0.0492082 0.0588157 0.0940005 0.0962811 0.0613647 0.0543927 0.0749898 0.0528009
threshold=0.0017376682371832433 0.0020292587578296666 0.0072436286136507997 0.00017767510871635753 0.0092791137285530585 0.0036604277556762104 0.0003614811430452392 0.00057154725072905432 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 5 8 -2 -8 -5
right_child=1 2 -4 4 -6 -7 7 -9 -10
leaf_value=-4.6154620747970372e-05 0.00057566060010444723 0.0012949125945073874 -0.00047421134093404281 -0.0004989602607411895 0.0009543171700132024 8.1405843721848542e-05 -0.0029224975305305479 1.1285741403044492e-05 -0.002070489779556144
leaf_weight=5991.7538623809814 1015.3447934389114 218.52838528156281 879.93480980396271 297.33286190032959 262.56428945064545 521.22405171394348 36.238690495491028 233.23126924037933 103.84725320339203
leaf_count=3193 485 64 379 156 82 200 31 111 79
internal_value=0 7.75022e-05 -8.96333e-05 0.000151481 -5.9387e-05 -0.00034794 0.000374543 -0.000383253 -0.000905758
internal_weight=0 3568.25 2283.43 1403.5 1184.97 922.404 1284.81 269.47 401.18
internal_count=4780 1587 960 581 517 435 627 142 235
is_linear=0
shrinkage=0.06


Tree=1288
num_leaves=10
num_cat=0
split_feature=109 61 10 97 33 137 65 14 99
split_gain=0.00984951 0.0253812 0.054599 0.054765 0.0494781 0.0623758 0.0518405 0.0483328 0.0457906
threshold=0.014740333426743748 0.0034400182776153092 0.017724351026117805 0.00064626874518580746 0.013860232196748258 0.00037263428384903824 0.00038414125447161501 0.0017376682371832433 0.034632634371519096
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 4 -4 5 6 -3 -5 -2
right_child=1 2 3 7 -6 -7 -8 -9 -10
leaf_value=-3.1879322716135401e-05 -0.00017559201051691757 0.0025482602444103931 7.0063153437635857e-05 -0.0036628292379372852 -0.0004921132433933521 0.00035557343123525592 0.0006746585254364788 -3.4187995083836765e-05 0.0012480884394376888
leaf_weight=7503.8940277099609 1076.8072780370712 115.64542317390442 201.46383988857269 30.39374041557312 111.64446687698364 310.39645099639893 98.399860262870789 23.379800319671631 87.975379228591919
leaf_count=3744 572 35 133 26 66 118 35 20 31
internal_value=0 0.000116346 0.00035733 -0.000384 0.000654798 0.000898955 0.00168694 -0.00208516 -6.80622e-05
internal_weight=0 2056.11 891.324 255.237 636.086 524.442 214.045 53.7735 1164.78
internal_count=4780 1036 433 179 254 188 70 46 603
is_linear=0
shrinkage=0.06


Tree=1289
num_leaves=10
num_cat=0
split_feature=14 83 141 50 97 116 144 140 73
split_gain=0.00933199 0.0442373 0.0498591 0.0749148 0.064217 0.0601641 0.0489661 0.0475977 0.0636759
threshold=0.0013560238294303419 0.018276390619575981 0.0023699469165876512 0.028884131461381916 0.0016846025246195497 0.0081988852471113222 0.0027679565828293566 0.0045489775948226461 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 -4 -6 -3 -9
right_child=-2 2 3 -5 6 -7 -8 8 -10
leaf_value=-0.00020244578507012446 6.2258514184678233e-05 0.0018932247399329706 -0.00084718641244134528 0.00091065588610249174 -0.0038830433928629341 0.00032260965004592086 -0.00064980355629390624 -0.00032380783973055735 0.00065739615789599758
leaf_weight=3000.408247590065 4545.8705487251282 74.236786365509033 321.19480776786804 181.10886406898499 32.731720447540283 312.04758656024933 34.780413150787354 362.01302921772003 695.60826301574707
leaf_count=1593 2143 34 201 91 28 144 15 231 300
internal_value=0 -5.64443e-05 0.000161095 -0.00017714 -0.00045828 -0.000270737 -0.00221737 0.000424624 0.00032154
internal_weight=0 5014.13 2013.72 881.863 700.755 633.242 67.5121 1131.86 1057.62
internal_count=4780 2637 1044 479 388 345 43 565 531
is_linear=0
shrinkage=0.06


Tree=1290
num_leaves=10
num_cat=0
split_feature=93 44 38 92 124 147 81 29 8
split_gain=0.00935012 0.019088 0.0150758 0.0204885 0.0263321 0.0295302 0.023195 0.0210531 0.0304895
threshold=0.016668972559273246 0.032603342086076743 0.0045489775948226461 0.00043393640953581786 0.00040826165059115743 0.00017767510871635753 0.0031340263085439806 0.011519505176693203 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 8 -5
right_child=1 -3 -4 7 6 -7 -8 -9 -10
leaf_value=-2.0503705245818348e-05 -0.00042242469654155265 0.0008149563952466693 0.00089330344072157037 0.00065800068963279559 0.0013732398458854113 -0.0023080829734010099 -0.00040438865032971656 0.00071335240601244534 -0.00048937902748618018
leaf_weight=8540.2924821376801 96.83331310749054 142.82148087024689 72.874938130378723 131.42086803913116 40.625363230705261 43.252630591392517 75.598634600639343 188.21923327445984 228.06132292747498
leaf_count=4188 73 73 23 78 20 37 45 102 141
internal_value=0 0.000171723 6.69578e-05 -7.94152e-06 -0.000450698 -0.00100464 0.00021697 0.000199257 -6.99156e-05
internal_weight=0 1019.71 876.886 804.011 256.31 140.086 116.224 547.701 359.482
internal_count=4780 592 519 496 175 110 65 321 219
is_linear=0
shrinkage=0.06


Tree=1291
num_leaves=10
num_cat=0
split_feature=126 4 6 84 58 95 19 11 132
split_gain=0.00990153 0.0141308 0.0123508 0.017962 0.0328313 0.0382806 0.0385844 0.0264281 0.0265711
threshold=0.0056525857653468856 0.0041444667149335155 0.0038949446752667431 0.0048403022810816774 0.0031340263085439806 0.00099512818269431613 0.0016846025246195497 0.00070876078098081063 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -7 -6 -9
right_child=1 -3 -4 4 7 6 -8 8 -10
leaf_value=-2.3708437565648019e-05 0.00013590507608392821 0.0012091419787057861 -0.00089091796730806608 -6.2104620899649607e-05 0.00059179789938235421 0.0023735276214017294 0.0005637818710489133 -0.00030177312865008069 -0.0026074441458445938
leaf_weight=8792.5168789625168 211.4907637834549 55.822233438491821 56.991223454475403 133.37313163280487 54.556814312934875 70.440528988838196 106.58279037475586 50.170141577720642 28.055760383605957
leaf_count=4330 176 33 34 60 27 16 42 38 24
internal_value=0 0.000360026 -1.03565e-05 -4.92276e-06 0.000367778 0.000705546 0.00128391 -0.000421796 -0.0011287
internal_weight=0 267.313 9292.69 9235.7 443.179 310.396 177.023 132.783 78.2259
internal_count=4780 209 4571 4537 207 118 58 89 62
is_linear=0
shrinkage=0.06


Tree=1292
num_leaves=10
num_cat=0
split_feature=148 75 82 20 123 3 36 3 34
split_gain=0.0093679 0.0348629 0.0421264 0.0473221 0.103476 0.0410374 0.123087 0.0391965 0.0450859
threshold=0.0038949446752667431 0.0042751494329422721 0.00040826165059115743 0.0010263677686452868 0.0044099434744566688 0.0027679565828293566 0.0005375427135732026 0.0027679565828293566 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 6 -4 -1 -9
right_child=-2 2 5 -5 -6 -7 -8 8 -10
leaf_value=6.1578918381578155e-05 -4.3324504124204221e-05 -0.0036598532105147265 0.00095602984740338114 1.8672911737312676e-05 0.00026912882826315082 0.00053040141088717498 -0.0039788318693638894 0.00038703993163651689 0.0019400278387488338
leaf_weight=2436.2090119123459 6239.8673295974731 57.280510783195496 42.963343262672424 71.802377223968506 41.697924137115479 187.54422950744629 31.562730431556702 368.74952268600464 82.32328736782074
leaf_count=1430 2943 49 22 27 16 67 27 163 36
internal_value=0 8.14242e-05 -0.000420723 -0.00115397 -0.00200464 5.71036e-05 -0.00113395 0.000156704 0.000670469
internal_weight=0 3320.13 432.851 170.781 98.9784 262.07 74.5261 2887.28 451.073
internal_count=4780 1837 208 92 65 116 49 1629 199
is_linear=0
shrinkage=0.06


Tree=1293
num_leaves=10
num_cat=0
split_feature=5 99 34 150 79 46 17 133 128
split_gain=0.00917502 0.0258438 0.027358 0.0251148 0.0124578 0.0427507 0.0904851 0.103225 0.116133
threshold=0.033603202551603324 0.0068083447404205808 0.0041444667149335155 0.0017376682371832433 0.0026012937305495147 0.0062037324532866487 0.00057154725072905432 0.0015349716995842757 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 -6 7 -7 -9
right_child=1 2 -4 -5 5 6 -8 8 -10
leaf_value=-7.9659145939323916e-05 0.0014586995321591875 0.00027550803179889191 -0.0022068769447120013 0.00020604222271804529 0.00021389001353712186 0.00065447659884571594 5.6925864923558049e-05 -0.00024663334947542029 -0.0026714968197461904
leaf_weight=4724.7750874757767 77.647327303886414 37.311251401901245 27.959331274032593 223.38536286354065 2649.1445088386536 102.97939121723175 1430.3836119174957 131.22800981998444 155.18638479709625
leaf_count=2537 32 27 19 137 1204 34 604 68 118
internal_value=0 0.000294476 -0.000787847 0.000529148 -1.17328e-05 6.00825e-05 -0.000163823 -0.000974714 -0.00156048
internal_weight=0 366.303 65.2706 301.033 9193.7 4468.92 1819.78 389.394 286.414
internal_count=4780 215 46 169 4565 2028 824 220 186
is_linear=0
shrinkage=0.06


Tree=1294
num_leaves=10
num_cat=0
split_feature=97 147 71 101 58 149 93 132 45
split_gain=0.00921138 0.0435685 0.0354037 0.0252032 0.01342 0.0324811 0.0726105 0.0645914 0.143105
threshold=0.04273676127195359 0.0019071503775194289 0.0027679565828293566 0.00085274505545385193 0.0062037324532866487 0.00060774214216507982 0.0017376682371832433 0.00043393640953581786 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 -1 7 -7 -9
right_child=1 2 3 -5 -6 6 -8 8 -10
leaf_value=8.1191240667299107e-05 0.0019259121269805601 -0.0011183241953546118 0.0010973785539924966 -0.00040650044415009535 0.0001101117301631816 -0.000885991330946771 7.3316054142215018e-05 -0.0012989359361662751 0.00036804220985780985
leaf_weight=3311.1531894207001 50.953415155410767 71.995235443115234 97.038012027740479 68.391836285591125 2448.5739158391953 744.00715851783752 1880.8423252105713 263.91429698467255 623.13088202476501
leaf_count=1431 19 37 24 29 1475 425 950 152 238
internal_value=0 0.00033395 -7.69882e-06 0.000475646 -1.0387e-05 -5.36301e-05 -0.000180745 -0.000473715 -0.000127918
internal_weight=0 288.378 237.425 165.43 9271.62 6823.05 3511.89 1631.05 887.045
internal_count=4780 109 90 53 4671 3196 1765 815 390
is_linear=0
shrinkage=0.06


Tree=1295
num_leaves=10
num_cat=0
split_feature=105 78 109 105 141 42 78 22 70
split_gain=0.00953476 0.0315715 0.0590035 0.0537064 0.0604281 0.0806978 0.0620768 0.0789305 0.0575969
threshold=0.0041444667149335155 0.029773407615721229 0.0021592099219560628 0.0060143163427710542 0.0020932231564074759 0.00093549740267917525 0.0049928687512874612 0.00047558375808876013 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4 -8 -5
right_child=1 -3 3 8 5 -7 7 -9 -10
leaf_value=-3.9780791900801968e-05 -0.00082972244906113753 0.0005370320338091753 0.00040402012055139894 0.00051134424823256 0.0025140976040958548 0.00053445087626492033 -9.4973501378871201e-05 -0.0042557545722321918 -0.00033057234196376433
leaf_weight=6635.4325784444809 272.09722709655762 476.60957288742065 135.61468255519867 403.2406485080719 90.313359260559082 413.66512954235077 39.552802324295044 28.055760383605957 1065.4185059070587
leaf_count=3483 159 152 57 163 33 167 24 24 518
internal_value=0 9.0257e-05 3.27137e-06 0.000107439 0.000537013 0.000889205 -0.000336398 -0.00182159 -9.94125e-05
internal_weight=0 2924.57 2447.96 2175.86 707.202 503.978 203.223 67.6086 1468.66
internal_count=4780 1297 1145 986 305 200 105 48 681
is_linear=0
shrinkage=0.06


Tree=1296
num_leaves=10
num_cat=0
split_feature=133 72 92 63 95 87 105 125 106
split_gain=0.0092229 0.0316736 0.0641121 0.0736273 0.0743128 0.0715239 0.053103 0.0982117 0.0961285
threshold=0.0054799309000372895 0.00082683752407319855 0.028020657598972324 0.00099512818269431613 0.0021592099219560628 0.0013146653072908523 0.0017376682371832433 0.0036604277556762104 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 -5 -6 7 -3 -9
right_child=1 2 3 4 5 -7 -8 8 -10
leaf_value=-5.2398814566008505e-05 0.00050232304364556421 0.0011156580413763718 -0.0027023424877511432 0.0002068552128309586 -0.0033198770463931243 -0.00044169468592243004 -6.7484885396288321e-06 0.0010903341307870111 -0.0024208378327880459
leaf_weight=5339.1326240301132 525.10489749908447 390.3817583322525 56.01509165763855 262.07030320167542 50.266570687294006 81.443584680557251 2741.5065608024597 49.880854249000549 64.198021769523621
leaf_count=2797 282 152 43 116 43 50 1224 23 50
internal_value=0 6.62812e-05 4.3271e-06 -0.000666999 -0.000377473 -0.00154014 9.73532e-05 0.000663097 -0.000885582
internal_weight=0 4220.87 3695.76 449.796 393.78 131.71 3245.97 504.461 114.079
internal_count=4780 1983 1701 252 209 93 1449 225 73
is_linear=0
shrinkage=0.06


Tree=1297
num_leaves=10
num_cat=0
split_feature=70 77 149 147 38 5 69 21 62
split_gain=0.00929121 0.0205291 0.0159665 0.0143295 0.0174774 0.0154719 0.0229432 0.0209321 0.0163228
threshold=0.017188700847327713 0.007706565549597145 0.00060774214216507982 0.0062037324532866487 0.00040826165059115743 0.0012745757703669371 0.00073092587990686308 0.0022975050378590827 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 8 -7 -2
right_child=1 2 -4 4 -6 7 -8 -9 -10
leaf_value=-1.6613377599534826e-05 -0.00018982218566122416 0.0015207493762037926 0.00021772172447245532 -8.4220225164133964e-05 -0.0016392388252478101 0.0017264897591680048 0.0003837744847412256 0.00023368451651003386 -0.0017575811965145401
leaf_weight=8860.9933036565781 66.246714472770691 68.198978066444397 67.222846269607544 100.83426940441132 35.069700479507446 48.711864233016968 164.74300384521484 110.57190597057343 37.407680511474609
leaf_count=4423 37 19 28 42 30 22 77 70 32
internal_value=0 0.0002106 0.000873932 5.12107e-05 -0.000485489 0.000221757 -5.62523e-05 0.000690211 -0.000755608
internal_weight=0 699.007 135.422 563.585 135.904 427.681 268.397 159.284 103.654
internal_count=4780 357 47 310 72 238 146 92 69
is_linear=0
shrinkage=0.06


Tree=1298
num_leaves=10
num_cat=0
split_feature=149 10 46 18 8 13 45 97 50
split_gain=0.0095729 0.0333526 0.0465196 0.0702591 0.0644291 0.0628368 0.0562746 0.058651 0.0466682
threshold=0.0013986918493174019 0.0026833302108570938 0.0010918468469753864 0.024810968898236755 0.0095705352723598498 0.00077738583786413084 0.0087224207818508166 0.00064626874518580746 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 8 -3
right_child=-2 2 3 -5 -6 -7 -8 -9 -10
leaf_value=8.6248220889715175e-05 6.2108498445430366e-05 0.0011366471298210605 -0.00034387351532764001 -0.0027423378753073961 -0.0018185270502107539 -0.00089816275004300588 -4.3364065512121884e-05 0.0024977978913804967 -0.00092598697068410716
leaf_weight=2661.3402359485626 4618.1922971010208 160.16347289085388 1494.0758067369461 45.301323294639587 54.65324342250824 124.40692794322968 265.08328700065613 84.37198007106781 52.411692500114441
leaf_count=1121 2495 78 747 24 32 72 153 23 35
internal_value=0 -5.80413e-05 -0.000226429 -0.000414456 0.000164136 0.000321993 0.000592078 0.00115933 0.000628092
internal_weight=0 4941.81 2280.47 1539.38 741.091 686.437 562.03 296.947 212.575
internal_count=4780 2285 1164 771 393 361 289 136 113
is_linear=0
shrinkage=0.06


Tree=1299
num_leaves=10
num_cat=0
split_feature=148 65 110 56 11 133 109 116 21
split_gain=0.00893288 0.0304118 0.0619924 0.0326904 0.0302685 0.0357059 0.0301236 0.0409721 0.0985603
threshold=0.0038949446752667431 0.021960759535431865 0.00039601318712811922 0.00038414125447161501 0.020658296532928947 0.0062037324532866487 0.0017376682371832433 0.00057154725072905432 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 6 -3 -4 -1 -6 -2 8 -8
right_child=1 2 3 -5 5 -7 7 -9 -10
leaf_value=0.000127239731606308 0.00031874336917576626 -0.0028473568918435865 0.00083772732112645575 -0.0015542615379391103 -0.0002547021864330567 -0.002295907744790941 -0.0021391849331867619 -3.0730248448421632e-05 6.6329398429088561e-06
leaf_weight=3104.6412172317505 806.19200968742371 41.987211465835571 55.629375219345093 32.635291337966919 178.18046867847443 37.311251401901245 115.24786603450775 4955.6311510801315 232.54442477226257
leaf_count=1692 311 31 23 23 118 27 74 2346 135
internal_value=0 -4.23066e-05 -0.0009495 -4.66951e-05 7.95111e-05 -0.000608126 -2.2966e-05 -7.49104e-05 -0.000704426
internal_weight=0 6239.87 130.252 88.2647 3320.13 215.492 6109.62 5303.42 347.792
internal_count=4780 2943 77 46 1837 145 2866 2555 209
is_linear=0
shrinkage=0.06


Tree=1300
num_leaves=10
num_cat=0
split_feature=28 14 106 144 132 118 30 73 129
split_gain=0.00925261 0.0323648 0.048691 0.0356781 0.0796749 0.0386155 0.0344525 0.0331856 0.0322996
threshold=0.0026012937305495147 0.007706565549597145 0.0030382014811038975 0.0023699469165876512 0.0010263677686452868 0.0023699469165876512 0.0062037324532866487 0.0010585968848317864 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 3 5 -5 6 7 -3 -2
right_child=1 2 -4 4 -6 -7 -8 -9 -10
leaf_value=-3.4017482569514571e-05 -2.2445724337412911e-05 1.1905703065745772e-05 -0.0012932889331001304 -0.0026139766601390503 2.5700401979182486e-05 0.0012253378593267297 0.00096738376752093639 -0.0024833142564464126 0.00049579926362750839
leaf_weight=7176.5294604301453 861.31555795669556 46.373884201049805 130.7340235710144 51.339131593704224 207.70634710788727 130.74586427211761 52.025976061820984 32.731720447540283 870.4983012676239
leaf_count=3700 427 20 102 39 99 43 15 28 307
internal_value=0 0.000102425 -0.000258007 1.81361e-06 -0.000497446 0.000495674 -0.000231843 -0.00102055 0.000238051
internal_weight=0 2383.47 651.657 520.923 259.045 261.877 131.132 79.1056 1731.81
internal_count=4780 1080 346 244 138 106 63 48 734
is_linear=0
shrinkage=0.06


Tree=1301
num_leaves=10
num_cat=0
split_feature=122 146 54 149 36 138 70 9 7
split_gain=0.00944692 0.0150003 0.037027 0.0497379 0.0675421 0.0642949 0.0592944 0.0823801 0.058134
threshold=0.0048403022810816774 0.0032328735105693345 0.004017772153019906 0.00017767510871635753 0.0048403022810816774 0.0017376682371832433 0.0022272822679951791 0.00044738779251929378 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 6 -6 -5 -8 -4
right_child=-2 2 3 4 5 -7 7 -9 -10
leaf_value=-0.00011316118564739067 0.00023908791461113902 -6.5119375215342111e-05 0.0015693192687907334 0.00052208987894756999 -0.0032947305723110359 -0.00023211476075075667 0.00063477835381192834 -0.00088050428816985912 -3.8025325470674394e-05
leaf_weight=3448.4443924427032 560.09000957012177 3662.3323397636414 201.37925148010254 907.40015482902527 38.576670527458191 68.48826539516449 215.59998989105225 322.1709395647049 135.51825344562531
leaf_count=1873 248 1756 69 432 33 34 91 192 52
internal_value=0 -1.48791e-05 4.61715e-05 0.000261923 0.000118495 -0.00133561 0.000226222 -0.000273006 0.000922759
internal_weight=0 8999.91 5551.47 1889.13 1552.24 107.065 1445.17 537.771 336.898
internal_count=4780 4532 2659 903 782 67 715 283 121
is_linear=0
shrinkage=0.06


Tree=1302
num_leaves=10
num_cat=0
split_feature=70 36 31 93 84 8 81 84 58
split_gain=0.00924025 0.0145586 0.0157927 0.011365 0.0284124 0.0258013 0.0137495 0.0209238 0.0145123
threshold=0.017188700847327713 0.0060143163427710542 0.02636832278221846 0.0048403022810816774 0.000490355829242617 0.0048403022810816774 0.013860232196748258 0.00040826165059115743 0.0081988852471113222
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -5 -9
right_child=1 -3 -4 6 -6 -7 -8 8 -10
leaf_value=-1.6567758659018615e-05 -0.00029228810185585847 0.0011520348323074581 0.0011970935672991994 0.00063374409563979751 0.00019195914944072191 -0.0022265198615170501 0.0010024241100895898 -0.0017102442049176474 -1.621648900766086e-05
leaf_weight=8860.9933036565781 69.657255411148071 54.460385203361511 46.373884201049805 97.423728466033936 236.54538106918335 38.576670527458191 80.178165555000305 30.39374041557312 45.397752404212952
leaf_count=4423 35 22 20 44 104 33 44 26 29
internal_value=0 0.000210022 0.000130427 4.77332e-05 -0.000176474 -0.000981686 0.000352801 5.21017e-05 -0.000695552
internal_weight=0 699.007 644.547 598.173 344.779 108.234 253.393 173.215 75.7915
internal_count=4780 357 335 315 172 68 143 99 55
is_linear=0
shrinkage=0.06


Tree=1303
num_leaves=10
num_cat=0
split_feature=8 140 8 79 125 94 23 23 129
split_gain=0.00942086 0.0639632 0.0617277 0.108459 0.0742143 0.0610714 0.0506708 0.0714989 0.0710175
threshold=0.010829726699739696 0.039062514901161201 0.0095705352723598498 0.0038949446752667431 0.0011980500421486797 0.0019672545604407792 0.020035739988088611 0.036783467978239066 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 6 -1 4 -4 -5 8 -8 -2
right_child=1 -3 3 5 -6 -7 7 -9 -10
leaf_value=2.963246814897376e-06 -0.00026545929862119001 0.0014621284991957072 -0.00073472633789339002 0.0012502155402399711 -0.004246018227080932 -0.0011104418783929382 -0.0024221364756018601 0.00073612359247237616 0.00059269779668186706
leaf_weight=7682.1590847969055 768.27850222587585 120.41781234741211 39.552802324295044 72.874938130378723 47.928590655326843 86.023115634918213 67.704991817474365 41.697924137115479 633.36250483989716
leaf_count=3926 372 44 24 23 41 49 53 16 232
internal_value=0 0.000131303 -2.70184e-05 -0.000961852 -0.00265846 -2.77806e-05 2.52474e-05 -0.00121839 0.000122318
internal_weight=0 1631.46 7928.54 246.379 87.4814 158.898 1511.04 109.403 1401.64
internal_count=4780 717 4063 137 65 72 673 69 604
is_linear=0
shrinkage=0.06


Tree=1304
num_leaves=10
num_cat=0
split_feature=35 0 130 105 29 58 21 15 33
split_gain=0.00981967 0.0289477 0.0528198 0.0542641 0.0750124 0.064888 0.0563705 0.098744 0.0693927
threshold=0.0081988852471113222 0.0058306583669036635 0.001792412775103003 0.013860232196748258 0.0087224207818508166 0.0027679565828293566 0.00017767510871635753 0.0014881226234138014 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 -3 -8
right_child=-2 2 -4 -5 5 -7 8 -9 -10
leaf_value=2.9384728559038374e-05 0.00011563152098401086 -0.001571943632708978 0.0017673873167622436 -0.0017506211501823051 -0.00051089590709605748 0.00078319540554108876 -0.0017965241588216239 0.0015403116857720474 -0.00045533884289185723
leaf_weight=5893.9799395799637 2071.1220918893814 56.991223454475403 45.012035965919495 89.626514792442322 225.04833912849426 366.8936882019043 189.67751061916351 103.07582032680511 518.5731029510498
leaf_count=2952 980 34 9 57 104 186 118 39 301
internal_value=0 -3.1979e-05 -0.00025875 -0.000317593 -0.000229638 0.000291199 -0.000584699 0.000432206 -0.000814523
internal_weight=0 7488.88 1594.9 1549.89 1460.26 591.942 868.318 160.067 708.251
internal_count=4780 3800 848 839 782 290 492 73 419
is_linear=0
shrinkage=0.06


Tree=1305
num_leaves=10
num_cat=0
split_feature=126 4 133 9 18 10 104 124 141
split_gain=0.00959125 0.0126396 0.011597 0.0366652 0.0572886 0.054497 0.0731951 0.0640823 0.116869
threshold=0.0056525857653468856 0.0049928687512874612 0.0042751494329422721 0.00062670491752214741 0.015675474889576439 0.0035485138650983576 0.002945306478068233 0.000490355829242617 0.022641776129603389
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 7 -7 8 -4
right_child=1 -3 3 -5 -6 6 -8 -9 -10
leaf_value=-8.2036078726909593e-05 0.00016484439738287003 0.0012526313845587986 -0.0011771698981886711 -0.00012678579396917258 0.0010494981832221304 -0.0012028870564253793 3.8843585831930974e-05 0.00071413989740571346 0.001077187294860294
leaf_weight=4324.4865157604218 220.74625480175018 46.566742420196533 205.0672390460968 2250.3751214742661 258.96089029312134 201.56026899814606 1123.2894320487976 790.11543679237366 138.83236527442932
leaf_count=2229 179 30 141 1094 74 138 538 312 45
internal_value=0 0.00035434 -1.01929e-05 5.23417e-05 0.00020066 0.000111263 -0.000150071 0.000416575 -0.000267085
internal_weight=0 267.313 9292.69 4968.2 2717.83 2458.86 1324.85 1134.02 343.9
internal_count=4780 209 4571 2342 1248 1174 676 498 186
is_linear=0
shrinkage=0.06


Tree=1306
num_leaves=10
num_cat=0
split_feature=108 115 34 76 46 7 105 82 100
split_gain=0.00959545 0.019289 0.0167564 0.0279312 0.01951 0.0445166 0.0257345 0.0223145 0.0146879
threshold=0.028884131461381916 0.013032016810029747 0.0015833032084628942 0.00040826165059115743 0.0038949446752667431 0.00040826165059115743 0.0060143163427710542 0.00073092587990686308 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 7 -7 -4 -1
right_child=1 -3 4 -5 -6 6 -8 -9 -10
leaf_value=-4.7829039561066661e-05 -0.0015628780356414394 0.00098861493780074534 0.0011484139042316291 0.00073359251753417603 0.00063343432412734432 -0.0018450789863102253 -1.0481570346784402e-05 -0.00024585584343461014 0.00017443986325711355
leaf_weight=7633.0005971193314 51.435560703277588 99.56885027885437 89.240798354148865 30.297311305999756 222.7103590965271 63.125460863113403 48.808293342590332 76.960482835769653 1244.8525530099869
leaf_count=3702 44 36 37 21 102 54 27 56 701
internal_value=0 0.000216855 8.49532e-05 -0.000711606 0.000214944 -0.000120153 -0.00104511 0.000502789 -1.66625e-05
internal_weight=0 682.147 582.578 81.7329 500.845 278.135 111.934 166.201 8877.85
internal_count=4780 377 341 65 276 174 81 93 4403
is_linear=0
shrinkage=0.06


Tree=1307
num_leaves=10
num_cat=0
split_feature=91 87 145 30 150 9 112 28 79
split_gain=0.00908629 0.0260852 0.0483779 0.04468 0.0431489 0.0250176 0.0210223 0.0156219 0.0149896
threshold=0.0095705352723598498 0.0011615398107096555 0.00066645268816500913 0.00085274505545385193 0.0022272822679951791 0.00073092587990686308 0.00073092587990686308 0.0022975050378590827 0.020035739988088611
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 -2 6 -3 -5 7 -4 -1
right_child=1 4 3 5 -6 -7 -8 -9 -10
leaf_value=7.0912804164875313e-06 0.00065371673524105775 0.0022198636977268835 -0.00031072992652523402 -0.00097144631790361331 0.00028289152995131836 -0.0034431701154530648 -0.0012098028026845144 0.0011645127318680747 -0.0002829369099384903
leaf_weight=8237.3802760839462 175.16748487949371 53.194966077804565 60.498193502426147 32.635291337966919 186.76095592975616 26.886770367622375 46.663171529769897 45.108465075492859 695.70469212532043
leaf_count=4160 81 16 37 23 86 23 35 14 305
internal_value=0 0.000220806 -8.39667e-05 -0.000694085 0.000712292 -0.00208795 -0.000149225 0.0003194 -1.5496e-05
internal_weight=0 626.915 386.959 211.792 239.956 59.5221 152.27 105.607 8933.08
internal_count=4780 315 213 132 102 46 86 51 4465
is_linear=0
shrinkage=0.06


Tree=1308
num_leaves=10
num_cat=0
split_feature=82 125 63 31 11 132 99 117 110
split_gain=0.00885115 0.0234203 0.0374064 0.0381058 0.0362163 0.0236422 0.0381021 0.0229877 0.0382052
threshold=0.0070226341485977182 0.0026833302108570938 0.00052132029668428015 0.010500331409275534 0.004017772153019906 0.0051502294372767219 0.013439828064292671 0.0049928687512874612 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 4 5 6 -4 -2 -9
right_child=1 2 3 -5 -6 -7 -8 8 -10
leaf_value=-2.0592914474436983e-05 -0.00055416477805529814 0.0017311530723744784 -0.00045734706529570345 0.0015793975171980456 0.00071992270419526624 0.00079599903794291544 -0.0029642418235903633 0.00043871245940339186 -0.0010173213515462633
leaf_weight=8480.9632786512375 221.52952837944031 75.30934727191925 86.215973854064941 62.354027986526489 115.93471050262451 30.104453086853027 29.224750399589539 380.13829481601715 78.225901961326599
leaf_count=4152 160 30 59 14 50 11 25 217 62
internal_value=0 0.000161855 0.000526681 0.000246574 -7.12587e-05 -0.000701478 -0.00109199 -5.23219e-05 0.000190221
internal_weight=0 1079.04 399.143 323.834 261.48 145.545 115.441 679.894 458.364
internal_count=4780 628 189 159 145 95 84 439 279
is_linear=0
shrinkage=0.06


Tree=1309
num_leaves=10
num_cat=0
split_feature=76 95 45 31 50 45 119 11 112
split_gain=0.00904143 0.017733 0.0192055 0.0132297 0.0131196 0.0145682 0.01141 0.0413944 0.0452655
threshold=0.004017772153019906 0.0049928687512874612 0.0051502294372767219 0.0081988852471113222 0.00066645268816500913 0.014293605927377941 0.0019672545604407792 0.0012357163941487672 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -4 -6 -1 -8 -9
right_child=1 -3 3 -5 5 -7 7 8 -10
leaf_value=-1.9810508628251691e-06 0.0016047039009117639 0.0011989313624865493 0.00051074758581197801 0.00091346901376361729 -0.001875371353197012 -0.00030847772736415858 0.00098428135686065262 -0.0026324455954803636 -0.00014726530275706033
leaf_weight=9093.2602818012238 26.693912148475647 65.077724456787109 50.170141577720642 38.287383198738098 26.886770367622375 103.94368231296539 46.27745509147644 44.421620607376099 64.981295347213745
leaf_count=4484 13 36 38 18 23 84 15 38 31
internal_value=0 0.000318174 8.51585e-05 -9.98157e-05 -0.000314158 -0.000630488 -1.07008e-05 -0.00052002 -0.00115634
internal_weight=0 311.06 245.982 219.288 181.001 130.83 9248.94 155.68 109.403
internal_count=4780 212 176 163 145 107 4568 84 69
is_linear=0
shrinkage=0.06


Tree=1310
num_leaves=10
num_cat=0
split_feature=5 99 108 150 109 69 114 91 19
split_gain=0.00872367 0.0209238 0.021607 0.0213307 0.0114219 0.0286647 0.0559218 0.0641333 0.0455794
threshold=0.033603202551603324 0.0068083447404205808 0.0019672545604407792 0.0017376682371832433 0.014740333426743748 0.0054799309000372895 0.0014881226234138014 0.0066005610860884198 0.011880517937242987
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 -6 -7 8 -8
right_child=1 2 -4 -5 5 6 7 -9 -10
leaf_value=-4.6824888918400399e-05 0.0013549628566232664 0.00022693727163899567 -0.0019910748954938451 0.00020052631697552308 0.00023868038358108818 6.0159000083822161e-05 -0.0042463740623713345 0.00020055474471395487 -0.00093502854593243171
leaf_weight=7182.8920781612396 77.647327303886414 38.383812308311462 26.886770367622375 223.38536286354065 1548.8254792690277 356.08349072933197 33.900710463523865 45.204894185066223 26.790341258049011
leaf_count=3553 32 23 23 137 784 162 29 19 18
internal_value=0 0.000287142 -0.000686724 0.000498298 -1.14406e-05 0.000114958 -0.000299834 -0.00151034 -0.00278467
internal_weight=0 366.303 65.2706 301.033 9193.7 2010.8 461.979 105.896 60.6911
internal_count=4780 215 46 169 4565 1012 228 66 47
is_linear=0
shrinkage=0.06


Tree=1311
num_leaves=10
num_cat=0
split_feature=35 143 124 84 123 51 35 19 97
split_gain=0.00918378 0.0408293 0.036207 0.0588166 0.064994 0.046714 0.0716074 0.0410543 0.0567402
threshold=0.0081988852471113222 0.0079489401541650313 0.0033348383149132137 0.000490355829242617 0.0012745757703669371 0.0079489401541650313 0.016164712607860569 0.011880517937242987 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 5 6 -5 8 -2
right_child=1 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-3.0926270428335061e-05 0.00062662241261707003 0.00050315742948250735 0.00035994174015577702 -0.0043047436389398062 -0.00022493438117739679 -0.00039521369540714869 -0.0011436757158077759 -0.00066237531553499124 -0.0012944794212578748
leaf_weight=7488.8781750202179 547.52040672302246 655.8626024723053 235.37639105319977 45.59061062335968 253.10409951210022 58.06378436088562 59.42563259601593 154.60781013965607 61.570754408836365
leaf_count=3800 252 266 103 39 128 30 41 88 33
internal_value=0 0.000111825 -6.95272e-05 -0.000398086 -0.000826795 -0.0017609 -0.00251599 0.000210787 0.000432425
internal_weight=0 2071.12 1415.26 651.561 416.184 163.08 105.016 763.699 609.091
internal_count=4780 980 714 341 238 110 80 373 285
is_linear=0
shrinkage=0.06


Tree=1312
num_leaves=10
num_cat=0
split_feature=60 139 56 61 60 67 142 128 142
split_gain=0.00898067 0.0363712 0.0449617 0.0520175 0.0436904 0.0670996 0.0441854 0.0692583 0.0669397
threshold=0.0017376682371832433 0.00060774214216507982 0.0014427106943912806 0.0021592099219560628 0.0014881226234138014 0.00044738779251929378 0.010180860292166473 0.00070876078098081063 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 8 -8 -1
right_child=-2 -3 3 -5 5 -7 7 -9 -10
leaf_value=-6.8091796827446605e-05 7.5357467947249218e-05 0.00043160110734517744 -0.00011521384616517333 -0.0024559593932805329 -0.00029049718520144161 -0.0032412704573808594 -0.00017476816208969223 0.00075277979250829724 -0.001111461373406835
leaf_weight=3795.6462678909302 3568.2464045286179 526.09286999702454 76.671195507049561 61.667183518409729 98.785576701164246 38.576670527458191 576.63688731193542 582.60194790363312 235.07526302337646
leaf_count=2111 1587 214 41 38 55 33 331 223 147
internal_value=0 -4.48773e-05 -9.07404e-05 -0.00115865 -6.30092e-05 -0.00111919 -3.50554e-05 0.000291392 -0.000128942
internal_weight=0 5991.75 5465.66 138.338 5327.32 137.362 5189.96 1159.24 4030.72
internal_count=4780 3193 2979 79 2900 88 2812 554 2258
is_linear=0
shrinkage=0.06


Tree=1313
num_leaves=10
num_cat=0
split_feature=108 132 95 47 135 51 138 128 61
split_gain=0.00870472 0.0179055 0.0156405 0.0198146 0.0178139 0.015264 0.0239922 0.0244329 0.0176656
threshold=0.028884131461381916 0.0042751494329422721 0.00899649551138282 0.019431582652032379 0.0015833032084628942 0.0013560238294303419 0.00064626874518580746 0.00017767510871635753 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 7 8 -2
right_child=1 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=-1.5870290884626874e-05 -0.00092936664627586588 0.0013021187881866326 -0.00052538698388587878 0.0014875314063773344 0.00087875879472920008 0.00023186092826637457 0.00047018555796689412 -0.0020479679935651936 0.00097842020534751593
leaf_weight=8877.8531501293182 54.942530751228333 49.784425139427185 66.343143582344055 59.136345267295837 63.812305331230164 252.03153860569 63.812305331230164 46.663171529769897 25.62135124206543
leaf_count=4403 47 18 42 26 30 132 30 35 17
internal_value=0 0.000206545 0.000120293 0.000576818 0.000163034 -7.47467e-05 -0.000479243 -0.000955441 -0.000322642
internal_weight=0 682.147 632.363 189.292 130.155 443.071 191.039 127.227 80.5639
internal_count=4780 377 359 98 72 261 129 99 64
is_linear=0
shrinkage=0.06


Tree=1314
num_leaves=10
num_cat=0
split_feature=124 11 102 25 99 79 94 96 111
split_gain=0.00894089 0.0198533 0.0385677 0.0219183 0.0187658 0.0271065 0.0337496 0.0175647 0.0192007
threshold=0.028884131461381916 0.0054799309000372895 0.0022272822679951791 0.0032328735105693345 0.00040826165059115743 0.0022975050378590827 0.00080172589514404546 0.0062037324532866487 0.00035067093267571186
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 -2 -7 8 -6
right_child=1 2 3 -5 7 6 -8 -9 -10
leaf_value=-1.7819418643993268e-05 -0.0010541336664341484 0.00061134966597948517 -0.00041416784616946718 -0.0021737413103272828 0.00063332663636648265 0.001057384852140113 -0.00089517864803645333 0.001445757191060514 -0.00047314714866996142
leaf_weight=8736.0923894643784 72.091664552688599 84.564838290214539 65.077724456787109 41.890782356262207 278.33973431587219 91.482349276542664 48.904722452163696 70.729816317558289 70.826245427131653
leaf_count=4385 42 33 36 26 125 34 32 31 36
internal_value=0 0.000188944 -0.000346228 -0.00110325 0.000351036 -0.000108438 0.000377197 0.000583542 0.000408885
internal_weight=0 823.908 191.533 106.969 632.375 212.479 140.387 419.896 349.166
internal_count=4780 395 95 62 300 108 66 192 161
is_linear=0
shrinkage=0.06


Tree=1315
num_leaves=10
num_cat=0
split_feature=117 128 52 149 58 39 51 115 79
split_gain=0.0089244 0.0326031 0.080932 0.0555217 0.0586398 0.0382372 0.0376784 0.0803803 0.0570361
threshold=0.016668972559273246 0.0026012937305495147 0.002945306478068233 0.00070876078098081063 0.004017772153019906 0.00077738583786413084 0.0020932231564074759 0.0054799309000372895 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 5 -4 -5 -3 7 8 -2
right_child=1 2 3 4 -6 -7 -8 -9 -10
leaf_value=-3.1112440974211095e-05 0.00034435659399061514 -0.00027408837679627405 0.00054096397836670806 -0.0033489224831329428 -0.00024027204863401791 0.0014290783492871377 0.00019889639724065752 -0.0027553613791400926 -0.00087811793745116908
leaf_weight=7422.1611557006836 311.5536003112793 58.160213470458984 96.061880230903625 37.407680511474609 52.508121609687805 257.79190027713776 1030.6380927562714 47.928590655326843 245.78903138637543
leaf_count=3679 178 35 33 32 40 73 503 41 166
internal_value=0 0.000108016 0.000531027 -0.000462021 -0.00153356 0.00111556 -2.17717e-05 -0.000397519 -0.000194757
internal_weight=0 2137.84 501.93 185.978 89.9158 315.952 1635.91 605.271 557.343
internal_count=4780 1101 213 105 72 108 888 385 344
is_linear=0
shrinkage=0.06


Tree=1316
num_leaves=10
num_cat=0
split_feature=99 34 34 84 116 21 114 92 72
split_gain=0.00941531 0.0219164 0.0473447 0.0311754 0.0415104 0.0380625 0.0306519 0.0374781 0.0600191
threshold=0.00017767510871635753 0.0012745757703669371 0.0015833032084628942 0.0048403022810816774 0.00017767510871635753 0.0015833032084628942 0.0014881226234138014 0.037906534969806678 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -6 8 -8
right_child=-2 2 3 5 6 -7 7 -9 -10
leaf_value=0.00038847141607167526 -3.0845666341573546e-05 -0.0017748951094816137 -0.0014313787926461114 -0.00028135281153935526 0.00031335698188089168 0.0018753270551104644 -0.0013603161134529617 0.0014637097557383626 0.00010859557632632844
leaf_weight=693.16201317310333 7537.3244333267212 53.580682516098022 73.357083678245544 51.049844264984131 631.1937016248703 69.657255411148071 171.16652858257294 38.190954089164734 241.31777024269104
leaf_count=352 3689 36 48 24 358 35 112 13 113
internal_value=0 0.000114944 -2.76641e-05 4.57079e-05 -5.01607e-05 0.000963217 4.34941e-05 -0.000334463 -0.000500951
internal_weight=0 2022.68 1329.51 1275.93 1155.23 120.707 1081.87 450.675 412.484
internal_count=4780 1091 739 703 644 59 596 238 225
is_linear=0
shrinkage=0.06


Tree=1317
num_leaves=10
num_cat=0
split_feature=149 43 68 8 3 70 106 14 148
split_gain=0.00901616 0.0359973 0.06426 0.0525744 0.101622 0.0643311 0.079235 0.0720602 0.0557682
threshold=0.0013986918493174019 0.0011261500185355546 0.0017376682371832433 0.014293605927377941 0.00017767510871635753 0.0068083447404205808 0.016668972559273246 0.0045489775948226461 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 -4 -9
right_child=1 -3 3 4 -6 -7 -8 8 -10
leaf_value=-5.6328229506650087e-05 -0.00047561150295403305 -4.5309397731857604e-05 0.0012540561208725957 0.00098185240467865004 -0.0032265150973457531 -0.0011621665889122394 -0.00079236118263183218 0.0012966882494926694 -0.001355141199995222
leaf_weight=4941.8079698085785 282.52170813083649 3305.1170846223831 662.98481237888336 46.27745509147644 37.311251401901245 64.101592659950256 99.074864029884338 46.27745509147644 74.526073694229126
leaf_count=2285 163 1893 218 15 27 45 70 15 49
internal_value=0 6.02754e-05 0.000326041 0.00054581 -0.000896625 0.000673134 0.000806389 0.00100848 -0.000339278
internal_weight=0 4618.19 1313.08 1030.55 83.5887 946.965 882.863 783.788 120.804
internal_count=4780 2495 602 439 42 397 352 282 64
is_linear=0
shrinkage=0.06


Tree=1318
num_leaves=10
num_cat=0
split_feature=70 77 75 144 98 19 53 140 85
split_gain=0.00970107 0.0163011 0.0125011 0.0187892 0.0300664 0.0118877 0.0453151 0.0557975 0.0765298
threshold=0.017188700847327713 0.007706565549597145 0.0042751494329422721 0.0045489775948226461 0.0037758676335215573 0.0016846025246195497 0.0033348383149132137 0.0045489775948226461 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 -1 8 -8
right_child=1 -3 3 -5 -6 -7 7 -9 -10
leaf_value=-0.00017278663717959904 0.00025857689739651533 0.00080628709984392516 -0.0021091101125484501 0.00037954015464157042 1.559063981543113e-05 -6.9954269819938624e-05 0.0012730296550699507 9.5713269113705519e-05 -0.00091146689392758516
leaf_weight=1468.5390439033508 393.9733167886734 135.42182433605194 42.083640575408936 71.802377223968506 55.725804328918457 5604.178685426712 335.0416704416275 1383.4802193641663 69.753684520721436
leaf_count=794 219 47 36 27 28 2650 144 795 40
internal_value=0 0.000215195 7.31638e-05 -0.000357512 -0.000898586 -1.69759e-05 7.4187e-05 0.000277003 0.000896601
internal_weight=0 699.007 563.585 169.612 97.8094 8860.99 3256.81 1788.28 404.795
internal_count=4780 357 310 91 64 4423 1773 979 184
is_linear=0
shrinkage=0.06


Tree=1319
num_leaves=10
num_cat=0
split_feature=70 75 128 98 42 117 127 128 87
split_gain=0.00857186 0.0117099 0.0460328 0.0671931 0.072195 0.0625752 0.0613337 0.0779137 0.0878252
threshold=0.017188700847327713 0.0095705352723598498 0.0012745757703669371 0.00066645268816500913 0.001792412775103003 0.0015833032084628942 0.0014881226234138014 0.0022272822679951791 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 7 8 -4
right_child=-2 2 6 4 -6 -7 -8 -9 -10
leaf_value=-5.0636886732733696e-05 0.00020228346150968831 0.00064577307565972727 -0.0029083829992415564 0.0023939024088414952 0.00030428365474810456 -0.0020707873095911723 0.00059645490055757801 -9.678897153485751e-05 0.00072532831741613452
leaf_weight=7072.9596538543701 699.00696325302124 80.96143913269043 76.864053726196289 115.54899406433105 122.75579237937927 49.001151561737061 399.44439113140106 908.67741465568542 34.780413150787354
leaf_count=3695 357 25 51 30 46 37 145 379 15
internal_value=0 -1.59573e-05 0.000121225 0.000718981 0.0013175 -0.00037848 -3.38241e-05 -0.000280571 -0.00177638
internal_weight=0 8860.99 1788.03 368.267 238.305 129.963 1419.77 1020.32 111.644
internal_count=4780 4423 728 138 76 62 590 445 66
is_linear=0
shrinkage=0.06


Tree=1320
num_leaves=10
num_cat=0
split_feature=33 65 122 49 101 47 34 69 142
split_gain=0.00858747 0.0282515 0.0402112 0.028363 0.0547796 0.0442567 0.0320883 0.0632386 0.0362018
threshold=0.0098710241727530974 0.0051502294372767219 0.00037263428384903824 0.0005893622583243997 0.0049928687512874612 0.0032328735105693345 0.015200819820165636 0.0005375427135732026 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 -8
right_child=1 -3 -4 -5 5 -7 8 -9 -10
leaf_value=-2.5206323926734247e-05 -0.0010508895962173153 0.0008166816706088125 -0.00041016593413561406 0.0011085600517875258 -6.0339789956094719e-05 -0.0021120019295553542 0.00023294362645569485 0.0010591884946133184 -0.0015721967458276914
leaf_weight=7990.1329673528671 60.691051721572876 188.80964863300323 478.9238715171814 125.09377241134644 97.5201575756073 61.860041737556458 181.01243495941162 324.61718940734863 51.339131593704224
leaf_count=3978 47 73 272 48 49 48 86 140 39
internal_value=0 0.000128292 3.418e-05 0.000270074 0.000135088 -0.000856649 0.000390995 0.000726824 -0.00016591
internal_weight=0 1569.87 1381.06 902.134 777.04 159.38 617.66 385.308 232.352
internal_count=4780 802 729 457 409 97 312 187 125
is_linear=0
shrinkage=0.06


Tree=1321
num_leaves=10
num_cat=0
split_feature=124 38 11 59 118 143 37 79 116
split_gain=0.00931241 0.0198621 0.0181924 0.0304871 0.0528043 0.0164826 0.0213524 0.0397176 0.0285988
threshold=0.028884131461381916 0.0019672545604407792 0.0054799309000372895 0.01884530205279589 0.00017767510871635753 0.016668972559273246 0.00087947337306104611 0.0044099434744566688 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 7 -2 -9
right_child=1 -3 3 -5 -6 -7 -8 8 -10
leaf_value=-1.8185867494882806e-05 -0.00089947885408536861 0.0010706762134183655 -5.9986918301785814e-05 0.00051892169918288389 -0.0029570253599813948 0.001171270004754891 0.00063284385183456969 0.0014752194255066655 -0.0001286401879415461
leaf_weight=8736.0923894643784 144.1833291053772 83.395848274230957 60.401764392852783 67.029988050460815 36.238690495491028 62.643315315246582 196.11287605762482 62.450457096099854 111.45160865783691
leaf_count=4385 84 32 32 18 31 29 94 19 56
internal_value=0 0.000192829 9.39667e-05 -0.00046434 -0.00114633 0.000252378 0.000140432 -0.00016316 0.000447326
internal_weight=0 823.908 740.512 163.67 96.6405 576.842 514.198 318.085 173.902
internal_count=4780 395 363 81 63 282 253 159 75
is_linear=0
shrinkage=0.06


Tree=1322
num_leaves=10
num_cat=0
split_feature=122 14 123 99 71 142 106 140 28
split_gain=0.00909259 0.0137567 0.0176263 0.0169863 0.0260772 0.022805 0.014277 0.0136369 0.0136188
threshold=0.0048403022810816774 0.00047558375808876013 0.0044099434744566688 0.00040826165059115743 0.0048403022810816774 0.0079489401541650313 0.004017772153019906 0.010180860292166473 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 6 3 -3 -5 -6 7 -2 -1
right_child=1 2 -4 4 5 -7 -8 -9 -10
leaf_value=-5.7094967005034911e-05 0.00044147637538908787 0.00055405834260884251 0.0010513837754370207 -0.0014430647874389406 0.00044246644901955974 -0.0010751683586763051 -6.5712767230530569e-05 0.0017206581593619094 0.00011358826831038817
leaf_weight=6759.0680735111237 63.715876221656799 91.482349276542664 52.025976061820984 63.908734440803528 117.10370051860809 51.242702484130859 63.908734440803528 56.70193612575531 2240.8421838283539
leaf_count=3515 25 34 15 35 51 34 35 19 1017
internal_value=0 0.000234561 2.62966e-05 -0.000138439 -0.000411205 -1.94841e-05 0.000659124 0.00104381 -1.45974e-05
internal_weight=0 560.09 375.763 323.737 232.255 168.346 184.327 120.418 8999.91
internal_count=4780 248 169 154 120 85 79 44 4532
is_linear=0
shrinkage=0.06


Tree=1323
num_leaves=10
num_cat=0
split_feature=118 114 9 114 63 143 89 129 17
split_gain=0.00887201 0.0308607 0.059315 0.0752166 0.0698802 0.0595774 0.128615 0.050938 0.0498083
threshold=0.00037263428384903824 0.0025217677466571335 0.00017767510871635753 0.0033348383149132137 0.00052132029668428015 0.00899649551138282 0.00096484774257987748 0.0033348383149132137 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 -5 6 7 -6 -1
right_child=-2 2 3 4 5 -7 -8 -9 -10
leaf_value=0.00023118372952399494 -4.6863269190976328e-05 -0.00012912874811448654 0.0018198675819870841 0.0017774359574985949 -0.0016235318987427236 0.00084407066194613 0.00032048460585150785 -0.0050021784721327803 -0.00030146834173761677
leaf_weight=1200.5155208110809 5768.2348448038101 582.39724898338318 162.99543917179108 98.303431153297424 51.339131593704224 173.51634931564331 164.74300384521484 23.379800319671631 1334.5754969120026
leaf_count=727 2751 272 46 30 39 55 77 20 763
internal_value=0 7.12909e-05 0.00031441 0.00069751 0.000339705 -2.52554e-06 -0.000615977 -0.00268072 -4.92261e-05
internal_weight=0 3791.77 1256.67 674.277 511.282 412.978 239.462 74.7189 2535.09
internal_count=4780 2029 539 267 221 191 136 59 1490
is_linear=0
shrinkage=0.06


Tree=1324
num_leaves=10
num_cat=0
split_feature=97 73 98 45 39 144 67 36 135
split_gain=0.00877689 0.027026 0.0255117 0.0297319 0.0135466 0.046223 0.0834904 0.0514342 0.0669547
threshold=0.04273676127195359 0.0036604277556762104 0.0022975050378590827 0.0022975050378590827 0.0012745757703669371 0.0053125319536775359 0.00096484774257987748 0.0095705352723598498 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 -6 -7 8 -8
right_child=1 2 -4 -5 5 6 7 -9 -10
leaf_value=8.3374891724785936e-05 0.001066729560473553 -0.0019423746745798976 0.00072167490873844479 0.00011422336849226724 -0.00016422364119904976 0.00061197388567810966 -0.0012460012042148059 0.00081602670536367597 0.00016791600366778667
leaf_weight=3482.2249923944473 109.80047309398651 43.059772372245789 74.140357255935669 61.377896189689636 4343.033019900322 844.97337913513184 258.165776014328 117.00727140903473 226.21732914447784
leaf_count=2015 30 27 29 23 2058 295 152 46 105
internal_value=0 0.000325979 -0.000129479 -0.000733714 -1.0139e-05 -6.63861e-05 0.000227393 -0.000312955 -0.000585671
internal_weight=0 288.378 178.578 104.438 9271.62 5789.4 1446.36 601.39 484.383
internal_count=4780 109 79 50 4671 2656 598 303 257
is_linear=0
shrinkage=0.06


Tree=1325
num_leaves=10
num_cat=0
split_feature=35 35 108 110 45 135 3 73 39
split_gain=0.0100355 0.0234102 0.0991919 0.0968366 0.0723011 0.120908 0.0977614 0.0816801 0.0477514
threshold=0.0081988852471113222 0.0063990866765379914 0.011169348377734424 0.00075379351619631063 0.0010263677686452868 0.0013986918493174019 0.011519505176693203 0.0017376682371832433 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 -6 -7
right_child=-2 2 3 -5 5 8 -8 -9 -10
leaf_value=-3.2766646402897653e-06 0.00011689563057892679 0.00024237517541278477 0.0023630913297367079 -0.00082256062516139873 -0.0016303637980068209 0.0012916823794121633 0.00032387026638772939 -0.0048087525161903599 -0.0012768281301546365
leaf_weight=6966.4005448818207 2071.1220918893814 128.50431334972382 77.550898194313049 61.667183518409729 52.411692500114441 54.556814312934875 32.44243311882019 65.463440895080566 49.880854249000549
leaf_count=3535 980 46 27 38 35 27 13 56 23
internal_value=0 -3.23286e-05 -0.00041969 0.000951995 -0.000917951 -0.00150325 -0.00259278 -0.00339552 6.49267e-05
internal_weight=0 7488.88 522.478 139.218 383.26 254.755 150.318 117.875 104.438
internal_count=4780 3800 265 65 200 154 104 91 50
is_linear=0
shrinkage=0.06


Tree=1326
num_leaves=10
num_cat=0
split_feature=58 131 77 112 146 112 87 133 27
split_gain=0.00951363 0.0293703 0.0541416 0.0393336 0.0256785 0.0356679 0.0486987 0.0505533 0.0514406
threshold=0.0053125319536775359 0.015200819820165636 0.0013146653072908523 0.0019071503775194289 0.013439828064292671 0.0013146653072908523 0.00080172589514404546 0.0062037324532866487 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 6 -6 -8 -9
right_child=1 2 3 -5 5 -7 7 8 -10
leaf_value=-3.8247313694674967e-05 0.00023699559877223372 0.00011678654501269619 -0.0025994176461436986 9.3638072267229283e-05 0.00011485020374157885 0.0006757005554627486 2.469305316014726e-05 -0.0009635891542126285 -0.003936327948401961
leaf_weight=6788.1828505992889 2134.3930481672287 167.17741298675537 59.618490815162659 29.03189218044281 146.424880027771 100.05099582672119 51.049844264984131 44.325191497802734 39.745660543441772
leaf_count=3117 1280 84 51 15 81 61 24 33 34
internal_value=0 9.36677e-05 -0.000518829 -0.00171748 0.000155947 -0.000297385 -0.000643184 -0.00146464 -0.00236899
internal_weight=0 2771.82 255.828 88.6504 2515.99 381.597 281.546 135.121 84.0709
internal_count=4780 1663 150 66 1513 233 172 91 67
is_linear=0
shrinkage=0.06


Tree=1327
num_leaves=10
num_cat=0
split_feature=8 141 129 72 124 46 147 146 5
split_gain=0.00934332 0.0579641 0.0682777 0.0810049 0.0683215 0.0678893 0.0570529 0.0470197 0.0467933
threshold=0.010829726699739696 0.00085274505545385193 0.0018488886416889729 0.0084566329605877417 0.0026012937305495147 0.0028552538715302949 0.0092791137285530585 0.011519505176693203 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 6 4 -4 -2 -3 8 -5
right_child=1 2 3 7 -6 -7 -8 -9 -10
leaf_value=-2.6906969699776385e-05 -0.0028725378841993584 4.8535642207026499e-05 0.0019536113115965095 -5.7828927431905039e-05 7.4602636188359509e-05 -7.7910089903741886e-05 -0.0016884548682239767 0.0008362674077592796 -0.002363158537093458
leaf_weight=7928.5385315418243 47.832161545753479 808.51814901828766 225.34946715831757 111.25875043869019 100.83426940441132 90.506217479705811 74.333215475082397 128.50431334972382 44.325191497802734
leaf_count=4063 36 372 60 46 42 43 39 46 33
internal_value=0 0.000130762 0.000239621 0.000727627 0.00137275 -0.00104419 -9.77133e-05 -1.30856e-05 -0.000714607
internal_weight=0 1631.46 1493.12 610.272 326.184 138.338 882.851 284.088 155.584
internal_count=4780 717 638 227 102 79 411 125 79
is_linear=0
shrinkage=0.06


Tree=1328
num_leaves=10
num_cat=0
split_feature=58 117 82 50 117 50 140 80 101
split_gain=0.00867783 0.0339176 0.0409013 0.0572594 0.0541143 0.0423198 0.039462 0.0438488 0.0364866
threshold=0.0053125319536775359 0.0036604277556762104 0.0013986918493174019 0.028884131461381916 0.0063990866765379914 0.00244467705488205 0.0068083447404205808 0.0010585968848317864 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 8 -6 -2 -8 -3
right_child=1 2 -4 -5 5 -7 7 -9 -10
leaf_value=-3.6528640007277399e-05 4.6558040535452392e-05 -0.0014076414292542357 8.858582927589541e-05 0.00042380584391765849 0.00048085314210077011 -0.0012825172824967805 0.0017590730527284766 0.00041533171522854025 -0.0044918363310289741
leaf_weight=6788.1828505992889 573.6120628118515 31.562730431556702 1373.9236003160477 132.58985805511475 75.405776381492615 139.89308547973633 124.02121150493622 296.26030099391937 24.548790335655212
leaf_count=3117 353 27 836 79 35 100 52 160 21
internal_value=0 8.94587e-05 -6.74674e-05 -0.000598173 -0.00109743 -0.000664918 0.000370175 0.000811857 -0.00275698
internal_weight=0 2771.82 1777.92 404 271.41 215.299 993.894 420.282 56.1115
internal_count=4780 1663 1098 262 183 135 565 212 48
is_linear=0
shrinkage=0.06


Tree=1329
num_leaves=10
num_cat=0
split_feature=35 144 44 41 123 73 106 51 82
split_gain=0.00895652 0.0388897 0.0461751 0.040345 0.0487733 0.0445834 0.0317044 0.0522532 0.0443004
threshold=0.0081988852471113222 0.0062037324532866487 0.00044738779251929378 0.00046126570669002836 0.00017767510871635753 0.00899649551138282 0.0013986918493174019 0.020658296532928947 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 -6 -2 -8 -9
right_child=1 2 3 -5 5 -7 7 8 -10
leaf_value=-3.0541228024520752e-05 -9.446473244227077e-05 0.00037835022715927285 -0.00027002330861922462 8.4212838371725273e-05 -0.0037379832840900309 -0.0012048960920791562 0.00059577535474528056 -0.0027848985056090833 3.2838117875519471e-05
leaf_weight=7488.8781750202179 592.62887179851532 185.49553680419922 81.347155570983887 109.21005773544312 42.083640575408936 61.667183518409729 909.06313109397888 30.39374041557312 59.232774376869202
leaf_count=3800 266 80 45 59 36 38 399 26 31
internal_value=0 0.000110433 -0.000363059 -0.000830352 -0.00136996 -0.00223237 0.000253197 0.000459501 -0.0009227
internal_weight=0 2071.12 479.804 294.308 185.098 103.751 1591.32 998.69 89.6265
internal_count=4780 980 258 178 119 74 722 456 57
is_linear=0
shrinkage=0.06


Tree=1330
num_leaves=10
num_cat=0
split_feature=117 32 128 112 127 11 62 79 32
split_gain=0.00863418 0.0322023 0.0571677 0.0496366 0.0388908 0.0454216 0.0412793 0.0286498 0.0263824
threshold=0.016668972559273246 0.0032328735105693345 0.0014427106943912806 0.0019071503775194289 0.0098710241727530974 0.00070876078098081063 0.00077738583786413084 0.0014881226234138014 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 8 -6 7 -7 -2
right_child=1 2 -4 -5 5 6 -8 -9 -10
leaf_value=-3.0602374927671757e-05 1.958454432098103e-05 -0.0027859200579976404 0.00064902672514079466 -9.6388666703489128e-05 0.00089892744262263385 -0.00138818863058597 0.00016001198101054078 -0.0040429009360376461 0.00047452921037245102
leaf_weight=7422.1611557006836 920.63292074203491 56.111520767211914 68.295407176017761 44.132333278656006 39.359944105148315 36.238690495491028 33.611423134803772 24.548790335655212 914.90808117389679
leaf_count=3679 522 48 24 23 14 31 14 21 404
internal_value=0 0.000106245 -0.000689753 -0.00160185 0.00017437 -0.000813363 -0.00152731 -0.00246028 0.000246347
internal_weight=0 2137.84 168.539 100.244 1969.3 133.759 94.3989 60.7875 1835.54
internal_count=4780 1101 95 71 1006 80 66 52 926
is_linear=0
shrinkage=0.06


Tree=1331
num_leaves=10
num_cat=0
split_feature=142 60 129 86 54 125 117 21 46
split_gain=0.00886015 0.0245984 0.0491846 0.0452693 0.0398745 0.0282027 0.0293059 0.0238154 0.0346794
threshold=0.021960759535431865 0.00085274505545385193 0.00040826165059115743 0.00073092587990686308 0.0020292587578296666 0.0036604277556762104 0.00747153488919139 0.0056525857653468856 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 8 -3
right_child=1 7 3 -5 -6 -7 -8 -9 -10
leaf_value=-2.1017698789278699e-05 -0.0032327038297407587 -0.0007189305814937607 0.0016071343447749786 -7.2575766126123752e-05 0.00064941488059401628 -2.2127790447574765e-05 -0.00048533768979871735 0.00069354969795786643 0.00026089648605445384
leaf_weight=8442.2546569108963 29.224750399589539 276.48389983177185 172.25093019008636 86.902818322181702 108.04106771945953 56.894794344902039 26.790341258049011 115.64542317390442 245.51158475875854
leaf_count=4291 25 148 49 35 58 29 18 35 92
internal_value=0 0.000158745 0.000483125 0.00104387 -0.000174576 -0.000963036 -0.00191872 -8.54929e-05 -0.000258086
internal_weight=0 1117.75 480.105 259.154 220.951 112.91 56.0151 637.641 521.995
internal_count=4780 489 214 84 130 72 43 275 240
is_linear=0
shrinkage=0.06


Tree=1332
num_leaves=10
num_cat=0
split_feature=105 63 20 9 75 36 8 58 117
split_gain=0.0095595 0.0266199 0.0557132 0.0469986 0.0633687 0.0549131 0.0550848 0.0563333 0.0535897
threshold=0.0041444667149335155 0.00099512818269431613 0.0010263677686452868 0.00087947337306104611 0.0020932231564074759 0.00017767510871635753 0.0053125319536775359 0.0045489775948226461 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -7 -8 -6
right_child=1 3 -4 -5 8 6 7 -9 -10
leaf_value=-3.9832367259597219e-05 -0.00012621962586592149 0.00011989536412562949 -0.0025905428931613642 -0.00014876083550016775 -0.00012167827925640748 0.00037766128981233993 -0.0042366565014688032 -0.0006793274616331877 0.00082776258081691573
leaf_weight=6635.4325784444809 233.0384110212326 298.30899369716644 38.480241417884827 1113.0578092336655 285.35367441177368 35.949403166770935 33.900710463523865 30.39374041557312 856.08470463752747
leaf_count=3483 101 147 28 544 131 16 29 26 275
internal_value=0 9.0374e-05 -0.000475469 0.000148284 0.000362978 -0.000288369 -0.0015033 -0.00255501 0.000590407
internal_weight=0 2924.57 271.519 2653.05 1539.99 398.553 100.244 64.2945 1141.44
internal_count=4780 1297 129 1168 624 218 71 55 406
is_linear=0
shrinkage=0.06


Tree=1333
num_leaves=10
num_cat=0
split_feature=104 104 31 5 22 147 109 59 97
split_gain=0.00955585 0.0246935 0.0448015 0.0477452 0.0427295 0.0608895 0.0566546 0.0444751 0.0374607
threshold=0.00060774214216507982 0.00093549740267917525 0.0010918468469753864 0.00075379351619631063 0.00060774214216507982 0.068554218858480467 0.0021592099219560628 0.0026833302108570938 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 8 -8 -2
right_child=1 -3 3 -5 -6 -7 7 -9 -10
leaf_value=0.00012813704402506141 -0.0018500790582483386 3.1152967011577326e-06 -0.00059396937501132307 0.0012913855572345022 0.00023561316672728196 0.00096176530742894271 1.1108651567438239e-05 -0.0019339186874083531 -0.0044850670040769616
leaf_weight=1718.5455712080002 63.125460863113403 7221.4569079875946 94.989319324493408 98.496289372444153 118.07983231544495 43.939475059509277 99.858137607574463 73.453512787818909 28.055760383605957
leaf_count=821 54 3645 37 40 42 13 51 53 24
internal_value=0 -2.80827e-05 -0.000391463 0.000365794 -0.00073499 -0.00110657 -0.00145018 -0.000813239 -0.00266084
internal_weight=0 7841.45 619.998 193.486 426.512 308.432 264.493 173.312 91.1812
internal_count=4780 3959 314 77 237 195 182 104 78
is_linear=0
shrinkage=0.06


Tree=1334
num_leaves=10
num_cat=0
split_feature=52 146 136 8 40 143 37 145 61
split_gain=0.00865337 0.024724 0.0477492 0.058463 0.0792684 0.0530257 0.0537275 0.0727355 0.047576
threshold=0.00047558375808876013 0.0032328735105693345 0.00068727668258361529 0.0095705352723598498 0.039062514901161201 0.0063990866765379914 0.00099512818269431613 0.0014427106943912806 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 -4
right_child=1 -3 8 4 -6 6 7 -9 -10
leaf_value=0.00015173177232712668 -0.00047480407587531168 5.4756332662934521e-05 0.0012815386946702023 -0.0022169864743973328 0.00081074949908156366 0.00040676284176771767 0.00038209502762684178 -0.0013025503086663331 6.7919396913982345e-06
leaf_weight=1185.3423320055008 1180.9319778680801 5414.2000467777252 144.87017357349396 114.36816334724426 42.770485043525696 721.32604336738586 179.65058672428131 189.67751061916351 386.86294758319855
leaf_count=596 725 2576 60 88 12 322 75 118 208
internal_value=0 -2.1476e-05 -0.000160893 -0.000273642 -0.00139289 -0.000196217 0.00010543 -0.000483096 0.000354095
internal_weight=0 8374.66 2960.46 2428.72 157.139 2271.59 1090.65 369.328 531.733
internal_count=4780 4184 1608 1340 100 1240 515 193 268
is_linear=0
shrinkage=0.06


Tree=1335
num_leaves=10
num_cat=0
split_feature=148 89 82 143 39 146 25 124 125
split_gain=0.0095579 0.0282982 0.0434425 0.0455059 0.0629798 0.0399314 0.0567403 0.0798447 0.0548108
threshold=0.0038949446752667431 0.0041444667149335155 0.00096484774257987748 0.0056525857653468856 0.00052132029668428015 0.013439828064292671 0.0095705352723598498 0.0022272822679951791 0.020035739988088611
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 7 -7 -8
right_child=-2 2 -4 -5 -6 6 8 -9 -10
leaf_value=0.00021850481720932341 -4.3761636801086143e-05 -0.00073845807646819809 0.00032165355332675451 9.9369852489531146e-05 -0.0039769766788949334 -0.0019611572056743905 -0.00081774848376039836 0.00043677165876352238 0.0013002812919054704
leaf_weight=2652.2065589427948 6239.8673295974731 53.580682516098022 125.28663063049316 59.039916157722473 36.238690495491028 136.67540276050568 78.912746429443359 78.816317319869995 99.375992059707642
leaf_count=1482 2943 36 58 21 31 112 38 33 26
internal_value=0 8.22457e-05 -0.000501637 -0.00119456 -0.00204508 0.000134797 -0.000428999 -0.00108411 0.000362816
internal_weight=0 3320.13 274.146 148.859 89.8194 3045.99 393.78 215.492 178.289
internal_count=4780 1837 146 88 67 1691 209 145 64
is_linear=0
shrinkage=0.06


Tree=1336
num_leaves=10
num_cat=0
split_feature=63 14 89 53 138 129 39 108 30
split_gain=0.00879433 0.0148397 0.019709 0.0115529 0.0365797 0.039226 0.0337427 0.0501569 0.0849696
threshold=0.022641776129603389 0.0011980500421486797 0.0005375427135732026 0.013032016810029747 0.0079489401541650313 0.013860232196748258 0.028884131461381916 0.0068083447404205808 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 7 8 -5
right_child=1 2 -4 4 -6 -7 -8 -9 -10
leaf_value=2.5259237088344328e-05 0.00072081657354244649 -0.0011243953097461465 0.00069501700755997329 -7.4426195830905659e-05 0.00082574571817326133 -0.0016687363223500118 0.0010500392838362735 6.8498143938478955e-05 -0.001419316601101571
leaf_weight=7366.6400502920151 150.42583632469177 45.494181513786316 40.528934121131897 437.22594738006592 132.01128339767456 63.908734440803528 79.792449116706848 968.1757949590683 275.79705536365509
leaf_count=3602 50 34 15 256 49 35 24 543 172
internal_value=0 0.000361365 -0.000267197 -9.16435e-06 -0.000138749 -0.00020852 -0.000155527 -0.000212745 -0.000594629
internal_weight=0 236.449 86.0231 9323.55 1956.91 1824.9 1760.99 1681.2 713.023
internal_count=4780 99 49 4681 1079 1030 995 971 428
is_linear=0
shrinkage=0.06


Tree=1337
num_leaves=10
num_cat=0
split_feature=112 38 127 11 84 104 103 87 93
split_gain=0.00872292 0.0155699 0.0131716 0.0298607 0.0196395 0.0193246 0.0354588 0.0154071 0.0127366
threshold=0.0062037324532866487 0.0045489775948226461 0.00017767510871635753 0.00017767510871635753 0.0016846025246195497 0.0013146653072908523 0.00017767510871635753 0.0013146653072908523 0.045367386192083366
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 -5 8 -2 -7
right_child=1 -3 3 5 -6 6 -8 -9 -10
leaf_value=-1.4712781938077539e-05 -0.00087238135992896021 0.0011376563476361197 0.0017204195061521579 0.0011727778326402012 0.00080585369699654136 -0.0020449618040359937 0.00049262810610226147 0.00018432996470414031 -0.00034214481227301183
leaf_weight=8968.9497829675674 124.79264438152313 60.208906173706055 51.146273374557495 47.735732436180115 56.991223454475403 36.238690495491028 103.36510765552521 82.516145586967468 28.055760383605957
leaf_count=4417 92 22 29 31 34 31 54 46 24
internal_value=0 0.00022326 0.000119548 0.000417162 -0.00018059 0.0001077 -0.000195547 -0.000451773 -0.00130191
internal_weight=0 591.05 530.842 266.542 264.3 215.395 167.66 207.309 64.2945
internal_count=4780 363 341 169 172 140 109 138 55
is_linear=0
shrinkage=0.06


Tree=1338
num_leaves=10
num_cat=0
split_feature=28 27 71 17 147 42 61 137 140
split_gain=0.00865876 0.0325527 0.0474943 0.0453189 0.0713855 0.04472 0.0461005 0.0355275 0.0414768
threshold=0.0022975050378590827 0.0036604277556762104 0.0033348383149132137 0.02636832278221846 0.0062037324532866487 0.0015833032084628942 0.0013146653072908523 0.00077738583786413084 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 7 -5 -2 -7 -4 -9
right_child=1 2 3 4 -6 6 -8 8 -10
leaf_value=-3.5332295007707227e-05 0.0012120438464716039 -0.00037691778845697776 0.00056247381524146794 -0.0021088045325718505 0.00061055476231298533 -0.0016368392707219982 0.00042585269311740901 0.00013043989831318395 -0.001496653258152524
leaf_weight=6913.1937381029129 204.69336330890656 784.3550751209259 797.8043806552887 73.453512787818909 65.957427144050598 49.001151561737061 191.24405777454376 415.02697777748108 65.270582675933838
leaf_count=3578 62 371 353 53 22 37 80 178 46
internal_value=0 9.22844e-05 -2.30402e-06 0.000204982 -0.000822234 0.000560374 5.1397e-06 0.000317027 -9.06758e-05
internal_weight=0 2646.81 2201.87 1417.51 139.411 444.939 240.245 1278.1 480.298
internal_count=4780 1202 1023 652 75 179 117 577 224
is_linear=0
shrinkage=0.06


Tree=1339
num_leaves=10
num_cat=0
split_feature=39 144 8 141 75 132 44 47 40
split_gain=0.0089583 0.0326272 0.0598393 0.0496664 0.0432053 0.0391662 0.049499 0.033887 0.0301278
threshold=0.0012745757703669371 0.0062037324532866487 0.0031340263085439806 0.0049928687512874612 0.0032328735105693345 0.007706565549597145 0.0028552538715302949 0.0011980500421486797 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 7 4 -4 -1 -7 -3 -9
right_child=-2 2 3 -5 -6 6 -8 8 -10
leaf_value=0.00010592803987598772 -4.4877120628837042e-05 0.00054528780246768549 -0.0010697599304874534 -0.00010926184001504911 -0.0041305091046059325 0.00015860191706655905 0.0024567139002007166 -0.00078050701546685983 0.0011273398160630565
leaf_weight=2876.4479430913925 5986.1964961290359 201.57210969924927 32.538862228393555 48.711864233016968 33.900710463523865 78.912746429443359 58.943487048149109 207.99563443660736 34.780413150787354
leaf_count=1723 2726 79 18 22 29 38 16 114 15
internal_value=0 7.51701e-05 -0.000345623 -0.00156453 -0.0026315 0.000153276 0.00114121 -2.97467e-05 -0.000507186
internal_weight=0 3573.8 559.5 115.151 66.4396 3014.3 137.856 444.348 242.776
internal_count=4780 2054 277 69 47 1777 54 208 129
is_linear=0
shrinkage=0.06


Tree=1340
num_leaves=10
num_cat=0
split_feature=122 129 92 28 115 3 9 15 46
split_gain=0.00877574 0.014683 0.0136853 0.0133502 0.0272752 0.0611188 0.0433411 0.048338 0.0330279
threshold=0.0048403022810816774 0.0011261500185355546 0.00082683752407319855 0.0026012937305495147 0.024810968898236755 0.0060143163427710542 0.0012357163941487672 0.00087947337306104611 0.096724390983581557
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 8 6 7 -6 -5
right_child=1 2 -4 4 5 -7 -8 -9 -10
leaf_value=-5.6417159725075579e-05 0.00076112632152274744 -0.00077367285445452026 0.00019473309725081243 0.00013923057964878408 -0.00079138160978907347 0.00014052082348057216 0.0001289549497731095 -0.0039772767048377386 0.0011953283988334871
leaf_weight=6759.0680735111237 140.57992994785309 61.570754408836365 357.93932521343231 1777.9830445051193 32.538862228393555 245.897301197052 34.780413150787354 36.238690495491028 113.40387225151062
leaf_count=3515 76 33 139 803 18 112 15 31 38
internal_value=0 0.000230438 5.26019e-05 -1.43408e-05 0.000112574 -0.00037442 -0.00159714 -0.00247002 0.000202552
internal_weight=0 560.09 419.51 8999.91 2240.84 349.455 103.558 68.7776 1891.39
internal_count=4780 248 172 4532 1017 176 64 49 841
is_linear=0
shrinkage=0.06


Tree=1341
num_leaves=10
num_cat=0
split_feature=126 37 56 63 6 6 42 42 144
split_gain=0.00890958 0.0129593 0.015219 0.013445 0.0121645 0.0186256 0.0200795 0.0277533 0.0177498
threshold=0.0045489775948226461 0.0053125319536775359 0.00066645268816500913 0.0021592099219560628 0.0038949446752667431 0.0010918468469753864 0.0035485138650983576 0.00093549740267917525 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 8 7 -7 -1
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-4.3207816738598798e-05 0.0001854488735931903 0.0015667354219256408 -0.00070938643120668755 0.0013067486572994717 -0.00092366681180108129 -7.1981123749144355e-05 -0.00038270451720672882 0.0012524912196483938 0.00032384322758863022
leaf_weight=8335.2015616893768 224.34965395927429 26.693912148475647 55.918662548065186 46.470313310623169 52.315263390541077 94.989319324493408 78.912746429443359 142.2429062128067 502.90592789649963
leaf_count=4165 187 13 38 25 30 37 38 43 204
internal_value=0 0.000295629 0.000191782 0.000377854 -1.13489e-05 -6.13517e-06 0.000446378 0.000722164 -2.23219e-05
internal_weight=0 353.433 326.739 270.82 9206.57 9154.25 316.145 237.232 8838.11
internal_count=4780 263 250 212 4517 4487 118 80 4369
is_linear=0
shrinkage=0.06


Tree=1342
num_leaves=10
num_cat=0
split_feature=105 107 140 61 138 83 39 14 58
split_gain=0.00860776 0.0403967 0.0500844 0.0543836 0.0566793 0.0490974 0.0497339 0.0449082 0.0650091
threshold=0.0041444667149335155 0.0031340263085439806 0.0051502294372767219 0.0062037324532866487 0.0066005610860884198 0.016164712607860569 0.0048403022810816774 0.0022272822679951791 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 7 -2 -7 -4 -9
right_child=1 2 3 -5 -6 6 -8 8 -10
leaf_value=-3.7797546156165402e-05 7.025013492489309e-05 0.0004040986168860239 -0.00065774883487136279 0.00043543679708876563 0.0012587325555654426 7.2907827924123432e-06 0.00124981037539314 -0.0036238461062069413 -0.00072742112144716278
leaf_weight=6635.4325784444809 1375.3328113555908 329.48600769042969 397.28742861747742 174.97462666034698 45.204894185066223 188.9060777425766 300.36952710151672 50.170141577720642 62.836173534393311
leaf_count=3483 611 154 212 71 19 78 75 38 39
internal_value=0 8.57573e-05 -0.000210005 -0.000487001 -0.000777557 0.000253887 0.000770082 -0.000957944 -0.00201331
internal_weight=0 2924.57 1059.96 730.473 555.499 1864.61 489.276 510.294 113.006
internal_count=4780 1297 533 379 308 764 153 289 77
is_linear=0
shrinkage=0.06


Tree=1343
num_leaves=10
num_cat=0
split_feature=39 144 94 26 94 21 75 128 84
split_gain=0.00888457 0.0376352 0.0565023 0.0867414 0.0847818 0.0847477 0.0611712 0.0695851 0.060943
threshold=0.0012745757703669371 0.0053125319536775359 0.0048403022810816774 0.00080172589514404546 0.0033348383149132137 0.0056525857653468856 0.0062037324532866487 0.0019071503775194289 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 8 7 -4 -2
right_child=1 -3 6 4 -6 -7 -8 -9 -10
leaf_value=7.4860141693528802e-05 -0.00075418706795228455 0.0002136645461260503 0.00011530456359666935 4.5943315709909364e-05 0.0020414658000290991 0.00027706587880451338 0.00061989845634949348 -0.0010985868190801602 0.00046912139048111356
leaf_weight=3573.8037707805634 1645.4659341573715 1515.8281528949738 824.98043835163116 470.06593763828278 91.578778386116028 447.56584000587463 615.6347963809967 214.12987184524536 160.94674646854401
leaf_count=2054 847 623 391 230 39 196 207 134 59
internal_value=0 -4.46921e-05 -0.000132297 -0.000295824 0.000371323 -0.000462063 0.000145953 -0.000134843 -0.000645193
internal_weight=0 5986.2 4470.37 2815.62 561.645 2253.98 1654.75 1039.11 1806.41
internal_count=4780 2726 2103 1371 269 1102 732 525 906
is_linear=0
shrinkage=0.06


Tree=1344
num_leaves=10
num_cat=0
split_feature=8 140 96 84 56 18 69 149 44
split_gain=0.00839775 0.05356 0.0428377 0.0587531 0.0930759 0.0605444 0.0740216 0.0726053 0.0496407
threshold=0.010829726699739696 0.039062514901161201 0.0013986918493174019 0.00037263428384903824 0.00096484774257987748 0.0005893622583243997 0.0017376682371832433 0.0019071503775194289 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 7 -7 -4 -2
right_child=1 -3 3 -5 -6 6 -8 -9 -10
leaf_value=-2.5509129621683988e-05 0.00089337272712399125 0.00134176938487559 -0.0042707008244934775 0.00019592425903718086 0.00044494887057890261 0.00054640555531942437 -0.0019757577009165152 -0.0012041691611251659 -0.00069525942154508177
leaf_weight=7928.5385315418243 324.13504385948181 120.41781234741211 45.59061062335968 647.77610146999359 163.28472650051117 90.313359260559082 78.129472851753235 71.21196186542511 90.602646589279175
leaf_count=4063 115 44 39 264 61 33 57 56 48
internal_value=0 0.000123969 2.69199e-05 -0.000169573 -0.000697431 -0.00135137 -0.000623459 -0.0024011 0.000546324
internal_weight=0 1631.46 1511.04 1096.31 448.53 285.245 168.443 116.803 414.738
internal_count=4780 717 673 510 246 185 90 95 163
is_linear=0
shrinkage=0.06


Tree=1345
num_leaves=10
num_cat=0
split_feature=148 146 51 83 25 58 146 107 17
split_gain=0.00888436 0.0327617 0.0492092 0.0732117 0.06499 0.0578541 0.0305589 0.0401361 0.0685469
threshold=0.0038949446752667431 0.013439828064292671 0.0092791137285530585 0.0063990866765379914 0.0095705352723598498 0.00096484774257987748 0.0046923852059990176 0.0079489401541650313 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 5 -3 -1 8 -8
right_child=-2 2 3 -5 -6 -7 7 -9 -10
leaf_value=2.688317197027507e-05 -4.2191549009581052e-05 -0.0038388697658873734 -0.0013849317852794379 0.0017514264947222208 0.00010189214868189939 -0.0010592209507062189 5.4793632475192664e-05 -0.00049891271195950698 0.0012442824737540553
leaf_weight=2085.1990383863449 6239.8673295974731 35.069700479507446 41.987211465835571 74.043928146362305 136.68724346160889 116.5132851600647 355.01092982292175 132.78271627426147 342.83888411521912
leaf_count=1233 2943 30 31 24 53 80 166 89 131
internal_value=0 7.92949e-05 -0.000426862 0.000616499 -0.000846823 -0.00170231 0.000149477 0.000457234 0.000639164
internal_weight=0 3320.13 404.301 116.031 288.27 151.583 2915.83 830.633 697.85
internal_count=4780 1837 218 55 163 110 1619 386 297
is_linear=0
shrinkage=0.06


Tree=1346
num_leaves=10
num_cat=0
split_feature=129 39 29 18 15 44 83 140 30
split_gain=0.0085922 0.0349295 0.0556254 0.0962086 0.0864775 0.0591076 0.0510446 0.049683 0.0569461
threshold=0.00093549740267917525 0.0027679565828293566 0.0020292587578296666 0.0054799309000372895 0.0098710241727530974 0.00244467705488205 0.036783467978239066 0.002945306478068233 0.007706565549597145
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 -5 -3 -2 -9
right_child=1 6 3 5 -6 -7 -8 8 -10
leaf_value=6.2400438527912726e-05 9.3454077892474944e-05 1.104048193299389e-05 -0.0003439026551806113 -0.0039978577404900231 0.0014732362633071488 -0.00105601147726603 0.0009810398958794242 -0.0024084165971176717 -1.5434575498609586e-06
leaf_weight=4338.6598913669586 624.97487580776215 2888.5455375909805 1112.7566812038422 41.987211465835571 142.43576443195343 59.329203486442566 209.46575248241425 67.704991817474365 74.140357255935669
leaf_count=2487 274 1158 588 31 53 36 71 53 29
internal_value=0 -5.18515e-05 -0.000239303 -0.000505069 0.000115558 -0.00227516 7.6625e-05 -0.000136629 -0.00115038
internal_weight=0 5221.34 2123.33 1214.07 909.256 101.316 3098.01 766.82 141.845
internal_count=4780 2293 1064 655 409 67 1229 356 82
is_linear=0
shrinkage=0.06


Tree=1347
num_leaves=10
num_cat=0
split_feature=25 15 23 83 95 21 19 44 94
split_gain=0.00857076 0.0207209 0.0228826 0.0311114 0.0235373 0.0486913 0.0169406 0.0282443 0.0204038
threshold=0.030689206905663017 0.014740333426743748 0.013860232196748258 0.02636832278221846 0.0016846025246195497 0.000490355829242617 0.00046126570669002836 0.001792412775103003 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 8 -8 -2
right_child=1 -3 3 -5 5 -7 7 -9 -10
leaf_value=-1.6928129855903572e-05 0.00059185193308701044 0.0010215708990579471 -0.0023488114052901358 0.00031929433890351389 -0.0018697007454918171 0.00049279550956562816 0.00087252669990898915 -0.00040664215962117313 -0.0008895769325988857
leaf_weight=8780.4057402610779 62.546886205673218 94.892890214920044 31.466301321983337 31.466301321983337 55.822233438491821 71.802377223968506 279.71342325210571 79.888878226280212 71.995235443115234
leaf_count=4477 24 32 22 22 33 27 77 29 37
internal_value=0 0.000190658 7.55016e-05 -0.00101476 0.000185853 -0.000540546 0.000373463 0.000588348 -0.00020088
internal_weight=0 779.595 684.702 62.9326 621.769 127.625 494.144 359.602 134.542
internal_count=4780 303 271 44 227 60 167 106 61
is_linear=0
shrinkage=0.06


Tree=1348
num_leaves=10
num_cat=0
split_feature=58 117 37 82 23 110 72 7 107
split_gain=0.00833575 0.0297843 0.0342094 0.0486773 0.0507962 0.0398142 0.0352801 0.0348278 0.0326724
threshold=0.0053125319536775359 0.0036604277556762104 0.0018488886416889729 0.0013986918493174019 0.0063990866765379914 0.00017767510871635753 0.0028552538715302949 0.00055427959887310873 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -4 -6 -9
right_child=1 2 5 -5 7 -7 -8 8 -10
leaf_value=-3.580140735086752e-05 0.00035073440516613004 0.00021213889306932903 0.0020562675915226634 -1.7220932632456324e-05 -0.00072082771039271541 4.8642375868075318e-05 1.7227641264783116e-05 -0.0032505548767582998 -0.00096057953014120592
leaf_weight=6788.1828505992889 993.89357531070709 101.12355673313141 78.816317319869995 954.61821961402893 111.93375420570374 389.29735672473907 49.880854249000549 53.773540735244751 38.480241417884827
leaf_count=3117 565 57 33 615 81 215 23 46 28
internal_value=0 8.76777e-05 -5.93761e-05 -0.000228131 -0.000887586 0.000351091 0.00126597 -0.00143222 -0.00229538
internal_weight=0 2771.82 1777.92 1259.93 305.311 517.995 128.697 204.188 92.2538
internal_count=4780 1663 1098 827 212 271 56 155 74
is_linear=0
shrinkage=0.06


Tree=1349
num_leaves=10
num_cat=0
split_feature=112 102 61 40 137 15 39 135 148
split_gain=0.00826686 0.0113931 0.065592 0.0518498 0.0367953 0.0472583 0.0260565 0.0502053 0.0351732
threshold=0.0062037324532866487 0.00899649551138282 0.0016846025246195497 0.00047558375808876013 0.00093549740267917525 0.0027679565828293566 0.00747153488919139 0.00075379351619631063 0.023343417793512348
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -4 8 -8
right_child=-2 2 6 4 -6 -7 7 -9 -10
leaf_value=-4.2811493340014213e-05 0.00021734573990974637 -0.001238130528489013 7.0324481630568191e-05 -0.00023583257899161374 0.0023661623179913522 0.0016617053420703962 -0.0033737831152632239 0.00012763828403695795 -0.00086697839735958666
leaf_weight=7617.1050417423248 591.05048394203186 34.973271369934082 849.52922868728638 88.168237447738647 72.971367239952087 101.81040120124817 31.562730431556702 117.10370051860809 55.725804328918457
leaf_count=3772 363 25 412 41 28 33 27 51 28
internal_value=0 -1.4323e-05 0.000146198 0.000932275 0.00122095 0.000781066 -7.60107e-05 -0.000684233 -0.00177342
internal_weight=0 8968.95 1351.84 297.923 262.95 189.979 1053.92 204.392 87.2885
internal_count=4780 4417 645 127 102 74 518 106 55
is_linear=0
shrinkage=0.06


Tree=1350
num_leaves=10
num_cat=0
split_feature=63 99 82 14 27 133 75 60 72
split_gain=0.00835225 0.0170825 0.0131953 0.0110014 0.0456243 0.0317022 0.0519984 0.0632985 0.0488867
threshold=0.022641776129603389 0.0011615398107096555 0.0013986918493174019 0.0013560238294303419 0.015675474889576439 0.044033329933881767 0.0015349716995842757 0.013860232196748258 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1 -8 -9
right_child=1 2 -4 -5 -6 -7 7 8 -10
leaf_value=5.3782632332360675e-05 -0.0004277034726922846 0.000293184210197201 0.0014164372313980257 5.9063267115442206e-05 0.0016220567021396296 0.0009047410216983955 -0.00050339233528526621 0.0014952394639165946 -8.8138034708688264e-05
leaf_weight=2733.7347320318222 70.826245427131653 107.75178039073944 57.870926141738892 4464.5233931541443 56.605507016181946 112.3313113451004 1632.5106148719788 102.88296210765839 220.96279442310333
leaf_count=1596 36 43 20 2098 14 42 831 29 71
internal_value=0 0.000352165 0.000685665 -8.93104e-06 -7.14049e-05 -9.13655e-05 -0.000115223 -0.000351385 0.000414887
internal_weight=0 236.449 165.623 9323.55 4859.03 4802.42 4690.09 1956.36 323.846
internal_count=4780 99 63 4681 2583 2569 2527 931 100
is_linear=0
shrinkage=0.06


Tree=1351
num_leaves=10
num_cat=0
split_feature=24 117 116 117 47 149 93 75 71
split_gain=0.00847133 0.0254547 0.0174007 0.0384922 0.0413957 0.034354 0.0290389 0.0300954 0.0234032
threshold=0.00047558375808876013 0.019431582652032379 0.0010585968848317864 0.0019672545604407792 0.0020292587578296666 0.00085274505545385193 0.00040826165059115743 0.00093549740267917525 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1 -8 -4
right_child=-2 -3 8 4 5 -7 7 -9 -10
leaf_value=0.00031864461552515172 -2.2797959771011637e-05 0.0008332327364467115 -9.3711147809429326e-05 3.4722768683164291e-05 -0.0034492935693422725 -0.00090151998863756411 -0.00021765758694971507 -0.0026643825971532321 0.0006929955873992349
leaf_weight=384.92252469062805 8220.6286994218826 166.88812565803528 279.60515344142914 70.922674536705017 32.731720447540283 45.59061062335968 68.873981833457947 24.548790335655212 265.28798592090607
leaf_count=167 4126 69 131 41 28 39 54 21 104
internal_value=0 0.000139927 4.12432e-05 -0.000174133 -0.00101537 -0.00196626 8.83361e-05 -0.000860586 0.000289307
internal_weight=0 1339.37 1172.48 627.59 149.245 78.3223 478.345 93.4228 544.893
internal_count=4780 654 585 350 108 67 242 75 235
is_linear=0
shrinkage=0.06


Tree=1352
num_leaves=10
num_cat=0
split_feature=105 105 44 27 10 86 135 109 30
split_gain=0.00807495 0.0421922 0.0557201 0.0658549 0.0581644 0.0847099 0.0534147 0.0436684 0.0435585
threshold=0.0041444667149335155 0.0060143163427710542 0.00090704852482303988 0.0013560238294303419 0.0035485138650983576 0.0010585968848317864 0.0020932231564074759 0.016668972559273246 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 8 -6 -4
right_child=1 -3 3 4 7 -7 -8 -9 -10
leaf_value=-3.6609047012474136e-05 -0.00064991620175321673 -7.3226122146415547e-05 -0.0024930432460279774 0.0022521318153891383 0.00072402375795774633 0.00019598493839021307 0.00064533771681881021 -0.00095665757734939786 0.00028310756626548231
leaf_weight=6635.4325784444809 148.66643095016479 1989.099932551384 54.846101641654968 194.17245316505432 231.58013367652893 114.76572048664093 85.830257415771484 73.26065456867218 32.346004009246826
leaf_count=3483 78 900 42 53 85 49 39 43 8
internal_value=0 8.30608e-05 0.000415376 0.000616664 0.000908109 0.00148831 -0.000417211 0.000320115 -0.00146316
internal_weight=0 2924.57 935.468 786.801 613.779 308.938 173.022 304.841 87.1921
internal_count=4780 1297 397 319 230 102 89 128 50
is_linear=0
shrinkage=0.06


Tree=1353
num_leaves=10
num_cat=0
split_feature=109 1 35 3 117 131 53 76 149
split_gain=0.0084665 0.0288088 0.0396404 0.0373839 0.0459922 0.0322887 0.0484405 0.0418242 0.0419886
threshold=0.014740333426743748 0.0010585968848317864 0.0063990866765379914 0.0015833032084628942 0.0095705352723598498 0.0045489775948226461 0.015675474889576439 0.00040826165059115743 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 6 7 -2 -9
right_child=1 2 3 4 -6 -7 -8 8 -10
leaf_value=-2.9556543256693299e-05 0.00052010851855285704 -0.00033972400369502287 0.00095972998815652144 0.00059649682416222356 -0.0025440614698918704 -0.00030232800767754717 -0.00015159249729035335 0.0026586859449692427 0.00058184992595224376
leaf_weight=7503.8940277099609 403.72279405593872 754.53990936279297 188.80964863300323 41.794353246688843 28.055760383605957 227.77203559875488 269.95210528373718 77.454469084739685 64.005163550376892
leaf_count=3744 188 375 73 21 24 126 167 22 40
internal_value=0 0.000107869 -0.000119991 0.000520997 -0.000664929 0.000329237 0.000505715 0.000831186 0.001719
internal_weight=0 2056.11 1013.2 258.66 69.8501 1042.91 815.135 545.182 141.46
internal_count=4780 1036 493 118 45 543 417 250 62
is_linear=0
shrinkage=0.06


Tree=1354
num_leaves=10
num_cat=0
split_feature=122 7 46 88 124 28 45 140 142
split_gain=0.00903483 0.012834 0.0187478 0.0283038 0.036128 0.0180558 0.0147173 0.0124083 0.0120402
threshold=0.0048403022810816774 0.00082683752407319855 0.0095705352723598498 0.023343417793512348 0.0026012937305495147 0.001792412775103003 0.0026833302108570938 0.0051502294372767219 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 -2 -4 -6
right_child=1 2 7 -5 8 -7 -8 -9 -10
leaf_value=-1.4550974692525292e-05 0.00098730103384733585 -0.0021324183857175695 -0.00022056273146028171 0.00079581867937433479 0.00046994640710354093 0.0018664434192243559 -0.00028874524371628779 0.00079165629063627249 -0.0009117980026012698
leaf_weight=8999.9102573394775 64.884866237640381 49.001151561737061 64.884866237640381 54.363956093788147 53.29139518737793 35.949403166770935 65.270582675933838 132.89098608493805 39.552802324295044
leaf_count=4532 26 37 26 17 21 16 46 35 24
internal_value=0 0.000233815 4.73257e-05 -0.000368215 -0.000814345 0.00067615 0.000347387 0.000459575 -0.000118694
internal_weight=0 560.09 393.985 196.209 141.845 166.105 130.155 197.776 92.8442
internal_count=4780 248 160 99 82 88 72 61 45
is_linear=0
shrinkage=0.06


Tree=1355
num_leaves=10
num_cat=0
split_feature=117 42 101 110 108 136 7 1 115
split_gain=0.00869251 0.0133856 0.0266856 0.0224625 0.026544 0.0161192 0.0233729 0.0309838 0.0155544
threshold=0.04673989117145539 0.011519505176693203 0.0030382014811038975 0.004017772153019906 0.00093549740267917525 0.00017767510871635753 0.00017767510871635753 0.0018488886416889729 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 8 -7 -8 -6
right_child=1 2 -4 -5 5 6 7 -9 -10
leaf_value=-1.5973503291638381e-05 0.0008695501205889097 -0.00028524958768722956 0.0014506499988284059 0.00056075606061448938 -0.00035838120167966072 -7.9342776712317131e-05 -0.00057828560950342646 -0.0028202255865311335 0.0012219750503525632
leaf_weight=8868.6940882205963 65.077724456787109 53.580682516098022 78.719888210296631 213.26200985908508 79.202033758163452 78.225901961326599 54.556814312934875 37.407680511474609 31.273443102836609
leaf_count=4405 36 36 28 89 53 62 27 32 12
internal_value=0 0.000204922 0.000747624 7.64804e-05 -0.000222231 -0.000475381 -0.000841729 -0.00149022 8.89867e-05
internal_weight=0 691.306 132.301 559.006 345.744 280.666 170.19 91.9645 110.475
internal_count=4780 375 64 311 222 186 121 59 65
is_linear=0
shrinkage=0.06


Tree=1356
num_leaves=10
num_cat=0
split_feature=124 75 100 102 94 79 26 127 90
split_gain=0.00901428 0.0265391 0.0236569 0.032865 0.0279001 0.0284556 0.0251439 0.0195283 0.0266378
threshold=0.016668972559273246 0.0010918468469753864 0.0068083447404205808 0.0022272822679951791 0.0098710241727530974 0.020035739988088611 0.00055427959887310873 0.00017767510871635753 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -6 7 -3 -9
right_child=1 2 3 -5 5 -7 -8 8 -10
leaf_value=-2.3931502669946495e-05 0.00085961642935342044 0.00028035705871243965 0.0016591444694810812 -0.00019615066228612874 -0.0002598490455434028 -0.002677826716541432 -0.001276523197527851 -0.00069159883004156985 0.00057252065686612679
leaf_weight=8179.8950663805008 163.4775847196579 668.14291799068451 72.971367239952087 64.981295347213745 46.663171529769897 28.055760383605957 50.073712468147278 200.00556254386902 85.73382830619812
leaf_count=4160 71 247 28 31 35 24 33 117 34
internal_value=0 0.000141842 4.53953e-05 0.000785225 -4.92222e-05 -0.00116776 3.40245e-05 0.000102821 -0.00031231
internal_weight=0 1380.11 1216.63 137.953 1078.67 74.7189 1003.96 953.882 285.739
internal_count=4780 620 549 59 490 59 431 398 151
is_linear=0
shrinkage=0.06


Tree=1357
num_leaves=10
num_cat=0
split_feature=105 144 24 71 97 23 60 72 32
split_gain=0.00833131 0.028649 0.0372141 0.0333965 0.0327186 0.0249001 0.0199963 0.0145552 0.0328213
threshold=0.017724351026117805 0.00070876078098081063 0.0072436286136507997 0.0027679565828293566 0.00096484774257987748 0.010180860292166473 0.0022272822679951791 0.00082683752407319855 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 6 -3 8 -1
right_child=1 4 -4 -5 -6 -7 -8 -9 -10
leaf_value=-6.5266783246106666e-05 0.00097508428953697239 -0.00026521164871734347 -0.0017618445444948594 -0.00080162709969879562 -0.00054233864249602129 0.0016917497171723642 0.0011231524464685517 -4.9907360491496139e-05 0.00047669168333741715
leaf_weight=1035.8571053743362 80.865010023117065 73.164225459098816 49.001151561737061 71.995235443115234 70.729816317558289 93.531041979789734 76.285479068756104 7350.8764461278915 657.69475555419922
leaf_count=714 20 38 37 37 31 21 21 3500 361
internal_value=0 0.000234598 -0.000322972 0.000138276 0.000593374 0.000923972 0.000443468 -1.33731e-05 0.000145204
internal_weight=0 515.572 201.861 152.86 313.711 242.981 149.45 9044.43 1693.55
internal_count=4780 205 94 57 111 80 59 4575 1075
is_linear=0
shrinkage=0.06


Tree=1358
num_leaves=10
num_cat=0
split_feature=124 144 81 92 145 101 50 92 133
split_gain=0.00846618 0.0266098 0.0141296 0.0317866 0.0247357 0.0231607 0.0260136 0.0248735 0.0230584
threshold=0.028884131461381916 0.0011261500185355546 0.0010263677686452868 0.0014427106943912806 0.0062037324532866487 0.00075379351619631063 0.00017767510871635753 0.00068727668258361529 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 -7 -9
right_child=1 2 4 -5 -6 7 -8 8 -10
leaf_value=-1.7339908816368567e-05 0.0012066078338029823 -0.0014349126416091857 -0.0010018551466710671 0.00043140446212705329 0.00084499452981316703 -0.0020003353438539846 0.00056894441619451954 0.00049584687626438211 -0.0010332054897474582
leaf_weight=8736.0923894643784 82.419716477394104 65.174153566360474 45.397752404212952 66.246714472770691 155.48751282691956 34.973271369934082 231.48370456695557 76.381908178329468 66.343143582344055
leaf_count=4385 41 41 29 37 74 25 80 26 42
internal_value=0 0.000183859 7.01761e-05 -0.000494138 0.000191741 -3.17024e-05 0.000311395 -0.0005663 -0.000214905
internal_weight=0 823.908 741.488 131.421 610.067 454.58 276.881 177.698 142.725
internal_count=4780 395 354 78 276 202 109 93 68
is_linear=0
shrinkage=0.06


Tree=1359
num_leaves=10
num_cat=0
split_feature=97 22 22 113 93 45 70 15 121
split_gain=0.00862728 0.0256676 0.037776 0.0328862 0.0106229 0.0450616 0.0380874 0.065858 0.0462054
threshold=0.04273676127195359 0.00017767510871635753 0.0019672545604407792 0.00017767510871635753 0.0020292587578296666 0.0031340263085439806 0.00039601318712811922 0.011169348377734424 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 6 -6 -8 -9
right_child=1 2 -4 -5 5 -7 7 8 -10
leaf_value=-5.8212096478473699e-05 -0.0004168237986601728 -0.001615372305257691 0.00063623440368862805 0.001317627515913022 -0.00021832380045868268 -0.00011449395164825224 0.00029152573622536241 0.0024485319161158463 0.0005649797570953704
leaf_weight=5934.532555103302 57.967355251312256 50.073712468147278 57.774497032165527 122.56293416023254 344.09246253967285 1914.2372087240219 891.11888301372528 95.965451121330261 91.675207495689392
leaf_count=2849 25 33 15 36 196 1072 482 28 44
internal_value=0 0.000323188 -0.000409182 0.000760704 -1.00522e-05 7.55931e-05 0.000331327 0.00050665 0.00152829
internal_weight=0 288.378 107.848 180.53 9271.62 3337.09 1422.85 1078.76 187.641
internal_count=4780 109 48 61 4671 1822 750 554 72
is_linear=0
shrinkage=0.06


Tree=1360
num_leaves=10
num_cat=0
split_feature=126 78 45 72 42 87 101 13 81
split_gain=0.00859631 0.0167691 0.0155343 0.0111496 0.0267173 0.0296737 0.0267442 0.0464524 0.0445868
threshold=0.0045489775948226461 0.0092791137285530585 0.011880517937242987 0.024066280573606495 0.011519505176693203 0.0058306583669036635 0.000490355829242617 0.0005375427135732026 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -5 8 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10
leaf_value=-3.5471667348273606e-05 -0.00094658106311685164 0.0011159401147309421 0.00027559396785551468 0.00040404117216038496 -0.0010576371029077875 0.0011941774070799054 -0.0018631803236466072 0.00037212342870940936 1.7526943125689456e-06
leaf_weight=8106.4533942937851 44.421620607376099 70.826245427131653 238.18467593193054 543.43486201763153 60.498193502426147 105.31737124919891 93.037055730819702 206.24806976318359 91.578778386116028
leaf_count=4048 38 36 189 219 37 36 55 83 39
internal_value=0 0.000290385 8.34857e-05 -1.11476e-05 0.00016809 0.000239418 0.000131795 -0.000246722 -0.000938079
internal_weight=0 353.433 282.606 9206.57 1100.11 1039.62 934.299 390.864 184.616
internal_count=4780 263 227 4517 469 432 396 177 94
is_linear=0
shrinkage=0.06


Tree=1361
num_leaves=10
num_cat=0
split_feature=118 135 118 113 131 97 106 87 59
split_gain=0.00901274 0.0291989 0.0531072 0.033061 0.0287775 0.0644237 0.0372557 0.0336851 0.0554455
threshold=0.00037263428384903824 0.02129978779703379 0.0027679565828293566 0.0016846025246195497 0.040252277627587325 0.00017767510871635753 0.0084566329605877417 0.00080172589514404546 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 7 -6 -7 -1 -9
right_child=1 2 -4 -5 5 6 -8 8 -10
leaf_value=0.00017126602325475215 -6.9447382170090551e-05 0.00095831322933592289 0.0023526777195651029 -0.0012224347937768371 0.0015844933005977639 0.00046613483196718605 -0.0011212227927734945 -3.9497414895053268e-05 -0.0010479664160063693
leaf_weight=2025.4959591627121 5616.1578729152679 55.629375219345093 50.953415155410767 45.494181513786316 141.07391619682312 174.58891022205353 76.574766397476196 1136.8114852905273 237.2203848361969
leaf_count=1118 2675 23 19 34 42 51 36 643 139
internal_value=0 -4.72335e-05 0.000773119 -2.27771e-05 7.18541e-05 0.000558476 -1.78187e-05 1.57076e-05 -0.000213605
internal_weight=0 5768.23 152.077 101.124 3791.77 392.238 251.164 3399.53 1374.03
internal_count=4780 2751 76 57 2029 129 87 1900 782
is_linear=0
shrinkage=0.06


Tree=1362
num_leaves=10
num_cat=0
split_feature=70 77 149 19 107 109 94 33 102
split_gain=0.00833125 0.0140403 0.0132932 0.0114661 0.0307145 0.0448954 0.0631725 0.067335 0.0572026
threshold=0.017188700847327713 0.007706565549597145 0.00060774214216507982 0.0016846025246195497 0.0031340263085439806 0.013032016810029747 0.0025217677466571335 0.0015349716995842757 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 8 -8 -1
right_child=1 2 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.00014840195000069873 6.7609559924756892e-05 0.0013381861700871591 0.00014923813474310472 -6.7762367363482373e-05 0.0002887773866150118 0.00074297352689396321 0.00053919042901798666 -0.00091861776628840354 -0.0011054234571384639
leaf_weight=604.69264769554138 563.5851389169693 68.198978066444397 67.222846269607544 5604.178685426712 1379.2864048480988 209.8514689207077 561.94584405422211 143.11076819896698 357.9274845123291
leaf_count=355 310 19 28 2650 816 91 225 88 198
internal_value=0 0.000199424 0.000747997 -1.57317e-05 7.38002e-05 -8.41283e-05 -0.000188206 0.000243288 -0.000504248
internal_weight=0 699.007 135.422 8860.99 3256.81 1877.53 1667.68 705.057 962.62
internal_count=4780 357 47 4423 1773 957 866 313 553
is_linear=0
shrinkage=0.06


Tree=1363
num_leaves=10
num_cat=0
split_feature=72 98 35 117 138 28 92 46 115
split_gain=0.00839929 0.0241998 0.043988 0.0326124 0.105595 0.072917 0.0665747 0.0602909 0.0529301
threshold=0.0054799309000372895 0.00096484774257987748 0.0042751494329422721 0.00747153488919139 0.00044738779251929378 0.0005893622583243997 0.011169348377734424 0.00017767510871635753 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 8 -6 -7
right_child=1 3 -4 -5 7 6 -8 -9 -10
leaf_value=-4.8525209866611984e-05 0.00061507157272394977 -0.00016007883900387556 -2.0488108810749894e-05 -0.00028657490760346547 0.0017862797410561628 0.00081969381495123846 -7.5747241103784959e-05 -0.00033885203221117237 0.0027959620299780065
leaf_weight=5480.1710181236267 675.4579861164093 145.06303179264069 934.29876589775085 1148.910783290863 50.953415155410767 78.719888210296631 71.802377223968506 846.31154596805573 128.31145513057709
leaf_count=3016 209 70 396 555 19 28 27 424 36
internal_value=0 6.51808e-05 0.000246194 -5.27865e-05 0.000150521 0.000930934 0.00149853 -0.000218171 0.00204452
internal_weight=0 4079.83 1609.76 2470.07 1321.16 423.897 278.834 897.265 207.031
internal_count=4780 1764 605 1159 604 161 91 443 64
is_linear=0
shrinkage=0.06


Tree=1364
num_leaves=10
num_cat=0
split_feature=75 15 98 47 14 65 31 75 82
split_gain=0.00831177 0.0241401 0.0415229 0.0408853 0.0384047 0.038016 0.0372906 0.0324382 0.0234346
threshold=0.013860232196748258 0.0098710241727530974 0.0019672545604407792 0.0049928687512874612 0.0017376682371832433 0.0012745757703669371 0.0056525857653468856 0.023343417793512348 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 4 8 -3 6 7 -5 -2
right_child=1 2 -4 5 -6 -7 -8 -9 -10
leaf_value=-2.2219169283308656e-05 0.00034273152909504754 -0.0011620855708792883 0.0019423228694635348 -0.0011785539085676128 0.00082081669163756594 0.00016933578715799282 -0.00012608570994891545 -0.0038397272978022133 -0.00046463011476025778
leaf_weight=8257.530552983284 719.289191365242 52.218834280967712 68.102548956871033 36.045832276344299 107.65535128116608 88.071808338165283 42.86691415309906 30.39374041557312 157.82549285888672
leaf_count=4251 276 25 14 21 38 36 17 26 76
internal_value=0 0.000140867 0.000701649 2.18855e-05 0.000173152 -0.000758325 -0.00150577 -0.00239595 0.000197457
internal_weight=0 1302.47 227.977 1074.49 159.874 197.378 109.306 66.4396 877.115
internal_count=4780 529 77 452 63 100 64 47 352
is_linear=0
shrinkage=0.06


Tree=1365
num_leaves=10
num_cat=0
split_feature=108 58 58 100 62 98 35 94 94
split_gain=0.00920338 0.01384 0.0180139 0.0149433 0.014722 0.0325565 0.0233202 0.0167957 0.0224258
threshold=0.028884131461381916 0.013860232196748258 0.00077738583786413084 0.0033348383149132137 0.00017767510871635753 0.0011261500185355546 0.0054799309000372895 0.0025217677466571335 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -6 8 -4
right_child=1 -3 4 -5 5 -7 -8 -9 -10
leaf_value=-1.6318527371832685e-05 -0.0012392323429884309 -0.00040929486878586783 0.00034215440152271759 0.00036714003645942246 -0.0021312285330854284 0.00059160077805463576 0.00021173906701552815 0.00011982710164138119 0.0016492513553959896
leaf_weight=8877.8531501293182 44.325191497802734 108.42678415775299 84.950554728507996 39.359944105148315 33.900710463523865 133.5659898519516 27.862902164459229 103.26867854595184 106.4863612651825
leaf_count=4403 33 78 53 14 29 70 14 49 37
internal_value=0 0.000212379 0.000329868 -0.000483701 0.000468804 6.48506e-05 -0.00107427 0.000736543 0.00106922
internal_weight=0 682.147 573.72 83.6851 490.035 195.33 61.7636 294.706 191.437
internal_count=4780 377 299 47 252 113 43 139 90
is_linear=0
shrinkage=0.06


Tree=1366
num_leaves=10
num_cat=0
split_feature=136 139 102 145 109 44 94 24 20
split_gain=0.00889126 0.0268751 0.0487305 0.0400607 0.048551 0.0629489 0.0460744 0.0644382 0.0581061
threshold=0.0003614811430452392 0.00085274505545385193 0.0012357163941487672 0.00093549740267917525 0.0066005610860884198 0.0033348383149132137 0.0014427106943912806 0.0035485138650983576 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -6 8 -8
right_child=1 2 -4 4 6 -7 7 -9 -10
leaf_value=-3.9714164241181507e-05 0.00056935941649206682 -0.0020774383115728856 -0.00011727299717693391 -4.1898392458293705e-05 -0.00038540692444511207 -0.0013694281832394048 0.0022334199670383144 0.00013971384997297855 0.00046366821098235781
leaf_weight=6498.6844279766083 635.49578595161438 52.411692500114441 354.3359260559082 469.37909317016602 336.10239064693451 177.10790777206421 115.83828139305115 762.91569769382477 157.72906374931335
leaf_count=3248 283 35 131 254 199 122 45 392 71
internal_value=0 8.43068e-05 -0.000369851 0.000153895 2.31296e-05 -0.000405581 0.000225052 0.000423007 0.00121304
internal_weight=0 3061.32 406.748 2654.57 2019.07 646.487 1372.59 1036.48 273.567
internal_count=4780 1532 166 1366 1083 376 707 508 116
is_linear=0
shrinkage=0.06


Tree=1367
num_leaves=10
num_cat=0
split_feature=108 34 11 58 22 81 79 99 132
split_gain=0.00819268 0.0140114 0.0197346 0.0129454 0.017631 0.015669 0.0240388 0.0163419 0.0184496
threshold=0.028884131461381916 0.0015833032084628942 0.0010263677686452868 0.013860232196748258 0.00017767510871635753 0.011880517937242987 0.0022975050378590827 0.004017772153019906 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 7 -7 8 -3
right_child=1 3 -4 4 -6 6 -8 -9 -10
leaf_value=-1.539644013979367e-05 0.00029099753802165515 0.00014708042992435085 -0.0015232498352507509 -0.001148325340115846 0.00050245891700570282 0.00080319418802119933 -0.0013297074846928116 0.0011485407646989324 0.0015404484901663947
leaf_weight=8877.8531501293182 49.001151561737061 261.47988784313202 38.576670527458191 47.832161545753479 45.397752404212952 34.780413150787354 41.987211465835571 123.73192417621613 39.359944105148315
leaf_count=4403 37 145 33 36 29 15 31 37 14
internal_value=0 0.000200378 -0.00050815 0.000304742 -0.000344486 0.000425473 -0.000363373 0.000568106 0.00032938
internal_weight=0 682.147 87.5778 594.569 93.2299 501.339 76.7676 424.572 300.84
internal_count=4780 377 70 307 65 242 46 196 159
is_linear=0
shrinkage=0.06


Tree=1368
num_leaves=10
num_cat=0
split_feature=76 19 150 11 80 92 53 98 70
split_gain=0.00833092 0.0127482 0.0196493 0.0122316 0.0114725 0.0104506 0.00992541 0.0346793 0.051227
threshold=0.004017772153019906 0.00017767510871635753 0.0032328735105693345 0.016668972559273246 0.0046923852059990176 0.002945306478068233 0.013032016810029747 0.00096484774257987748 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 5 -3 -1 -8 -9
right_child=1 3 -4 -5 -6 -7 7 8 -10
leaf_value=2.0410245472254407e-05 0.00048388910519108679 0.00020305262664796484 -0.0012930734464097022 0.0016282761556491298 -0.00055712545468291426 0.0012330028445189957 -0.00054561633438652006 0.00027140090201226597 -0.00056791574506176998
leaf_weight=7436.7912919521332 51.339131593704224 90.891933917999268 39.745660543441772 32.44243311882019 38.480241417884827 58.160213470458984 527.82859396934509 918.11392319202423 366.20684373378754
leaf_count=3603 39 63 34 13 28 35 304 451 210
internal_value=0 0.000305417 -0.000291504 0.000552584 0.000366493 0.00060494 -1.02718e-05 -0.000136186 3.2081e-05
internal_weight=0 311.06 91.0848 219.975 187.532 149.052 9248.94 1812.15 1284.32
internal_count=4780 212 73 139 126 98 4568 965 661
is_linear=0
shrinkage=0.06


Tree=1369
num_leaves=10
num_cat=0
split_feature=118 81 79 99 109 149 133 21 78
split_gain=0.00809755 0.0246099 0.040846 0.0405554 0.0315246 0.0674324 0.101334 0.0674295 0.0680298
threshold=0.00037263428384903824 0.010180860292166473 0.00096484774257987748 0.010500331409275534 0.0034400182776153092 0.0011980500421486797 0.002945306478068233 0.0042751494329422721 0.029773407615721229
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 7 6 -6 8 -2
right_child=1 2 -4 -5 5 -7 -8 -9 -10
leaf_value=6.8108266861658306e-05 -0.00028114407050416879 -0.0019184475110928011 0.00026242875324421146 0.00034861151524288311 -8.0151252210928539e-06 3.8782522360853485e-06 -0.001202558364707679 0.0016725454422680346 0.00051624182824491229
leaf_weight=3791.7654221057892 1130.7736769914627 64.198021769523621 1336.0811370611191 50.953415155410767 491.98746061325073 1487.5440121889114 532.21526670455933 90.313359260559082 584.16849505901337
leaf_count=2029 628 50 543 19 234 766 293 33 185
internal_value=0 -4.47712e-05 0.000168979 -0.000915295 -0.000116627 -0.000254084 -0.000628746 7.46238e-05 -9.52691e-06
internal_weight=0 5768.23 1451.23 115.151 4317 2511.75 1024.2 1805.26 1714.94
internal_count=4780 2751 612 69 2139 1293 527 846 813
is_linear=0
shrinkage=0.06


Tree=1370
num_leaves=10
num_cat=0
split_feature=117 52 30 95 117 29 72 147 99
split_gain=0.00905041 0.0373599 0.0336644 0.0424421 0.0758679 0.0358133 0.044942 0.0315068 0.0312222
threshold=0.016668972559273246 0.0042751494329422721 0.0014881226234138014 0.0016846025246195497 0.034632634371519096 0.0060143163427710542 0.0014881226234138014 0.0053125319536775359 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -4 -5
right_child=1 2 7 8 -6 6 -8 -9 -10
leaf_value=-3.1331324803521049e-05 0.00032248620673518835 -0.00027828208468882765 -0.0024744290163969426 0.0010493758774958967 0.00027158486830465822 -0.00056640273997467889 -0.0036055086231174599 -0.00047022118651133388 -3.3249601515038558e-06
leaf_weight=7422.1611557006836 1238.6337271928787 37.118393182754517 39.745660543441772 140.19421350955963 140.67635905742645 26.886770367622375 50.266570687294006 97.5201575756073 366.79725909233093
leaf_count=3679 617 17 34 56 81 23 43 49 181
internal_value=0 0.000108776 -0.000185604 -2.97822e-05 -0.000661268 -0.00180967 -0.00254643 -0.00105054 0.00028777
internal_weight=0 2137.84 899.205 761.94 254.948 114.272 77.1533 137.266 506.991
internal_count=4780 1101 484 401 164 83 66 83 237
is_linear=0
shrinkage=0.06


Tree=1371
num_leaves=10
num_cat=0
split_feature=99 50 46 98 146 27 35 143 30
split_gain=0.00847618 0.0202739 0.0696228 0.0431377 0.0373573 0.0551158 0.05931 0.0551838 0.0524797
threshold=0.00017767510871635753 0.0053125319536775359 0.096724390983581557 0.00080172589514404546 0.0015349716995842757 0.0010585968848317864 0.0081988852471113222 0.0079489401541650313 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 8 -6 -7 -8 -2
right_child=1 -3 3 -5 5 6 7 -9 -10
leaf_value=0.00010906059054586544 -0.0014661042266981804 6.9948198220631615e-05 -0.00010157845904494802 0.0019554311855132698 0.00033904785501008073 -0.00047760612972894454 -0.00020820898444025285 0.00077808907798474294 -0.00019076046080327382
leaf_weight=2022.6758335828781 184.21827697753906 3737.7144347429276 61.377896189689636 91.289491057395935 767.79635667800903 1487.5558528900146 576.84158623218536 316.14497196674347 314.38556659221649
leaf_count=1091 133 1909 23 24 347 707 282 118 146
internal_value=0 -2.92669e-05 -0.000126866 0.00112844 -0.000179415 -0.000102994 -0.000245566 0.000140971 -0.000661959
internal_weight=0 7537.32 3799.61 152.667 3646.94 3148.34 2380.54 892.987 498.604
internal_count=4780 3689 1780 47 1733 1454 1107 400 279
is_linear=0
shrinkage=0.06


Tree=1372
num_leaves=10
num_cat=0
split_feature=142 143 108 44 149 52 135 28 59
split_gain=0.00885549 0.0277459 0.0592188 0.045746 0.0576425 0.0817286 0.0481778 0.047741 0.0735608
threshold=0.021960759535431865 0.016668972559273246 0.0011615398107096555 0.0033348383149132137 0.0021592099219560628 0.0026012937305495147 0.0023699469165876512 0.001792412775103003 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 6 -6 -5 8 -4
right_child=-2 2 3 4 5 -7 -8 -9 -10
leaf_value=1.4554594781725285e-05 0.00015870343788976584 0.00055614762439630105 -0.00099532600414738181 -0.00034340677045604395 0.00053499981282276198 -0.0029420470269940981 0.0013160421497654597 -0.0004385986063223201 -0.0041348349361034556
leaf_weight=7626.8189969062805 1117.745609998703 195.72715961933136 70.922674536705017 202.64467060565948 41.697924137115479 58.449500799179077 91.385920166969299 111.35517954826355 43.252630591392517
leaf_count=3918 489 74 41 75 16 50 29 51 37
internal_value=0 -2.10122e-05 -0.00035367 -0.000641025 -0.000251091 -0.00149432 0.000172357 -0.00132254 -0.00218466
internal_weight=0 8442.25 815.436 619.709 394.178 100.147 294.031 225.53 114.175
internal_count=4780 4291 373 299 170 66 104 129 78
is_linear=0
shrinkage=0.06


Tree=1373
num_leaves=10
num_cat=0
split_feature=58 149 113 32 3 14 28 77 131
split_gain=0.00865184 0.0249974 0.0622526 0.0980201 0.0731646 0.0759668 0.0705334 0.0499132 0.0674234
threshold=0.0053125319536775359 0.00060774214216507982 0.0005893622583243997 0.00038414125447161501 0.0044099434744566688 0.00070876078098081063 0.0013986918493174019 0.0023699469165876512 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 6 -5 8 -1
right_child=-2 2 -4 4 -6 -7 -8 -9 -10
leaf_value=-5.9201482907184473e-05 8.932457371270797e-05 0.00019205779772271976 -3.0263726131900205e-05 -0.0017234290981123848 -5.5042649526084873e-05 -0.0029313617349876553 0.0015082463146342861 -8.9755877214496013e-05 0.00085252147613169187
leaf_weight=583.74725651741028 2771.8174163103104 261.09417140483856 2832.4830831289291 88.553953886032104 111.25875043869019 127.22705352306366 33.514994025230408 2166.0386635065079 584.26492416858673
leaf_count=342 1663 125 1351 61 46 99 9 894 190
internal_value=0 -3.64739e-05 -0.000149594 -0.000693309 -0.00133444 -0.00190543 -0.000836147 8.07201e-05 0.000396862
internal_weight=0 6788.18 3454.13 621.649 360.555 249.296 122.069 3334.05 1168.01
internal_count=4780 3117 1691 340 215 169 70 1426 532
is_linear=0
shrinkage=0.06


Tree=1374
num_leaves=10
num_cat=0
split_feature=39 76 106 39 29 69 131 54 8
split_gain=0.00784855 0.0709156 0.0569575 0.0323843 0.0333825 0.0338082 0.0449355 0.061028 0.0272076
threshold=0.028884131461381916 0.00017767510871635753 0.0072436286136507997 0.016668972559273246 0.015675474889576439 0.0011261500185355546 0.000490355829242617 0.00073092587990686308 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 8 -3 -1 5 6 -5 -8 -2
right_child=1 2 -4 4 -6 -7 7 -9 -10
leaf_value=1.4091768025941389e-05 -0.00050472859139565789 -0.0031558879001990967 0.00011403335441108629 0.00013065345554815256 -0.0021036972570559697 -3.6654566621794737e-05 -0.0004828897989141697 -0.0041567521384375788 0.00069328368182784532
leaf_weight=8500.8005868196487 82.32328736782074 37.311251401901245 39.45637321472168 49.880854249000549 41.890782356262207 344.10430324077606 33.611423134803772 31.562730431556702 399.0586746931076
leaf_count=4346 36 27 19 23 26 137 14 27 125
internal_value=0 0.000218327 -0.00147524 -1.35371e-05 -0.000482288 -0.000334361 -0.00122474 -0.00226208 0.000488406
internal_weight=0 558.15 76.7676 9001.85 501.05 459.159 115.055 65.1742 481.382
internal_count=4780 207 46 4573 227 201 64 41 161
is_linear=0
shrinkage=0.06


Tree=1375
num_leaves=10
num_cat=0
split_feature=28 46 14 19 104 109 22 33 41
split_gain=0.00845985 0.0331152 0.0560174 0.043345 0.0357407 0.0354032 0.034469 0.038651 0.0672088
threshold=0.0022975050378590827 0.010829726699739696 0.0054799309000372895 0.0084566329605877417 0.0025217677466571335 0.0013146653072908523 0.00040826165059115743 0.0070226341485977182 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 5 4 -4 -3 -2 8 -8
right_child=1 2 3 -5 -6 -7 7 -9 -10
leaf_value=-3.49241054953444e-05 0.00011845857768346698 0.0016752686003953629 0.00048096953292856042 -0.0018652003869920389 -0.0013661190853764768 0.00047128517165108776 -0.0013424661510030589 0.00015903057959446474 0.00070083159904114553
leaf_weight=6913.1937381029129 1133.4246257543564 102.78653299808502 151.88411366939545 55.918662548065186 50.170141577720642 608.03044092655182 252.51368415355682 216.86540901660919 75.212918162345886
leaf_count=3578 527 24 66 38 38 230 157 97 25
internal_value=0 9.12183e-05 0.000370529 -0.000386809 2.23368e-05 0.000645385 -7.00395e-05 -0.000462348 -0.000873531
internal_weight=0 2646.81 968.79 257.973 202.054 710.817 1678.02 544.592 327.727
internal_count=4780 1202 396 142 104 254 806 279 182
is_linear=0
shrinkage=0.06


Tree=1376
num_leaves=10
num_cat=0
split_feature=124 11 74 117 27 148 144 135 74
split_gain=0.00780269 0.0167164 0.0269187 0.0165659 0.0352445 0.0293982 0.0240436 0.0178318 0.0278828
threshold=0.028884131461381916 0.0054799309000372895 0.0005893622583243997 0.00093549740267917525 0.0046923852059990176 0.027182282879948619 0.00096484774257987748 0.00017767510871635753 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 -5 8 -8
right_child=1 2 -4 6 5 -7 7 -9 -10
leaf_value=-1.6646592549841963e-05 0.00039414300943941801 0.00012872931440623592 -0.0014559120519066543 0.0017145068275707367 -0.0026008040526910013 4.4669361730662231e-05 -0.00057019209846917993 0.00078036857789034846 0.00097423783284974607
leaf_weight=8736.0923894643784 142.53219354152679 137.95266258716583 53.580682516098022 54.460385203361511 31.562730431556702 29.03189218044281 124.31049883365631 186.85738503932953 63.619447112083435
leaf_count=4385 58 59 36 22 27 15 67 91 20
internal_value=0 0.000176508 -0.000314568 0.000325245 -0.000121173 -0.00133331 0.000536497 0.00036532 -4.73602e-05
internal_weight=0 823.908 191.533 632.375 203.127 60.5946 429.248 374.787 187.93
internal_count=4780 395 95 300 100 42 200 178 87
is_linear=0
shrinkage=0.06


Tree=1377
num_leaves=10
num_cat=0
split_feature=142 148 0 14 125 133 63 40 73
split_gain=0.00803296 0.0233612 0.0495827 0.0466143 0.0719859 0.106327 0.0565503 0.0412315 0.0307353
threshold=0.021960759535431865 0.014740333426743748 0.0015833032084628942 0.0017376682371832433 0.0056525857653468856 0.0042751494329422721 0.0079489401541650313 0.0036604277556762104 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 -4 -7 -5 -2
right_child=1 -3 3 7 -6 6 -8 -9 -10
leaf_value=-2.0012544447482633e-05 -0.00021252756332617396 0.00061527297898232808 -0.0004563779508959979 0.001082071790830518 0.00046763771481704087 -0.00478318465236052 -0.0013171603818022586 -0.00074029781374696066 0.0009161218491278017
leaf_weight=8442.2546569108963 137.36224722862244 289.35463070869446 111.54803776741028 105.31737124919891 89.1443692445755 43.252630591392517 27.862902164459229 77.647327303886414 236.25609374046326
leaf_count=4291 88 100 61 36 32 37 14 32 89
internal_value=0 0.000151153 -1.09623e-05 -0.000431704 -0.000930091 -0.00161222 -0.0034252 0.000308687 0.000501169
internal_weight=0 1117.75 828.391 454.773 271.808 182.664 71.1155 182.965 373.618
internal_count=4780 489 389 212 144 112 51 68 177
is_linear=0
shrinkage=0.06


Tree=1378
num_leaves=10
num_cat=0
split_feature=75 133 127 101 126 10 34 56 39
split_gain=0.00825887 0.0202949 0.0263716 0.0231889 0.0466665 0.0448815 0.0463026 0.0228086 0.0225826
threshold=0.013860232196748258 0.01884530205279589 0.0014881226234138014 0.00017767510871635753 0.00017767510871635753 0.0020292587578296666 0.011519505176693203 0.0010585968848317864 0.0087224207818508166
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -4 -9
right_child=1 -3 7 4 -6 6 -8 8 -10
leaf_value=-2.2148352820239833e-05 0.00016946699237799245 0.00077402078648094953 0.0010196631706419507 -0.00033018410999672074 8.1965711026233976e-05 -0.0012483462090428429 -0.0044828298424146951 -0.0010063447472732226 0.00086188540368148717
leaf_weight=8257.530552983284 495.89198780059814 159.68132734298706 162.01930737495422 84.757696509361267 236.25609374046326 45.397752404212952 24.548790335655212 51.146273374557495 42.770485043525696
leaf_count=4251 198 53 55 43 89 29 21 29 12
internal_value=0 0.000140418 5.18854e-05 -0.000102952 -0.000448488 -0.00125857 -0.00238354 0.000588419 -0.000155537
internal_weight=0 1302.47 1142.79 886.852 390.96 154.704 69.9465 255.936 93.9168
internal_count=4780 529 476 380 182 93 50 96 41
is_linear=0
shrinkage=0.06


Tree=1379
num_leaves=10
num_cat=0
split_feature=97 147 13 70 54 93 45 95 132
split_gain=0.00763049 0.030321 0.0262665 0.0274938 0.021245 0.0099725 0.0385978 0.0484664 0.0539416
threshold=0.04273676127195359 0.0019071503775194289 0.00044738779251929378 0.0030382014811038975 0.004017772153019906 0.0020292587578296666 0.0031340263085439806 0.0027679565828293566 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 -1 7 -7 -9
right_child=1 2 4 -5 -6 6 -8 8 -10
leaf_value=-5.611599638401116e-05 0.0016320062774885916 -0.0019194339072345714 -0.00022044500558900684 0.0002277520343893845 0.0012006155933618821 7.4158214985584392e-05 -0.00010239772171103119 0.0012603674073233574 -0.00018461164964457178
leaf_weight=5934.532555103302 50.953415155410767 41.890782356262207 75.30934727191925 44.035904169082642 76.189049959182739 978.31098866462708 1914.2372087240219 312.04758656024933 132.49342894554138
leaf_count=2849 19 26 30 18 16 532 1072 144 74
internal_value=0 0.000303945 1.89317e-05 -0.000819039 0.000494211 -9.4537e-06 7.35285e-05 0.000310211 0.000829698
internal_weight=0 288.378 237.425 85.9267 151.498 9271.62 3337.09 1422.85 444.541
internal_count=4780 109 90 44 46 4671 1822 750 218
is_linear=0
shrinkage=0.06


Tree=1380
num_leaves=10
num_cat=0
split_feature=14 145 3 18 52 85 145 67 31
split_gain=0.0080251 0.0341171 0.0665995 0.0535679 0.0440124 0.0471826 0.045522 0.0677167 0.0830956
threshold=0.0013560238294303419 0.0016331639490090313 0.00050559637020342063 0.0081988852471113222 0.0042751494329422721 0.00017767510871635753 0.0035485138650983576 0.0016331639490090313 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 7 8 -7
right_child=1 2 4 -5 5 6 -8 -9 -10
leaf_value=-5.234295171476473e-05 0.00025625587935133789 -0.00050913075591132193 -0.00016362333081903143 -0.0030544980396480328 0.0013090812358428239 -0.0028397029703435225 0.00048716990563522157 0.00074842620934907633 0.00015359464545116971
leaf_weight=5014.1297181844711 1848.9175597429276 550.52154982089996 1188.4635856151581 31.466301321983337 164.64657473564148 68.777552723884583 539.0481892824173 89.1443692445755 64.884866237640381
leaf_count=2637 785 348 579 22 72 49 230 32 26
internal_value=0 5.77347e-05 -7.83631e-05 -0.000646751 7.80436e-05 0.00038804 0.000188992 -0.000532407 -0.00138664
internal_weight=0 4545.87 2696.95 581.988 2114.97 926.502 761.855 222.807 133.662
internal_count=4780 2143 1358 370 988 409 337 107 75
is_linear=0
shrinkage=0.06


Tree=1381
num_leaves=10
num_cat=0
split_feature=70 59 150 88 132 60 37 37 19
split_gain=0.0074873 0.0117019 0.0143352 0.0167502 0.0142296 0.0145224 0.0113056 0.0119292 0.0105342
threshold=0.017188700847327713 0.00099512818269431613 0.0017376682371832433 0.0017376682371832433 0.0020292587578296666 0.00017767510871635753 0.0045489775948226461 0.0018488886416889729 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 5 -2 7 -4 -1
right_child=1 2 6 -5 -6 -7 -8 -9 -10
leaf_value=7.0902554995329106e-05 -4.3267581187140268e-05 0.0014656530475751508 3.9212766240694711e-05 0.00018968475146166071 0.00093796164052887621 -0.0012582636908169979 -0.00081867679324045168 0.00088327807435046202 -6.4784935059808047e-05
leaf_weight=3256.814618229866 109.21005773544312 75.212918162345886 235.95496571063995 72.971367239952087 32.538862228393555 52.411692500114441 39.745660543441772 80.96143913269043 5604.178685426712
leaf_count=1773 59 25 133 28 18 35 34 25 2650
internal_value=0 0.000189054 0.000341297 0.00083732 -0.000206802 -0.000437274 0.000135212 0.000254843 -1.49137e-05
internal_weight=0 699.007 504.846 148.184 194.161 161.622 356.662 316.916 8860.99
internal_count=4780 357 245 53 112 94 192 158 4423
is_linear=0
shrinkage=0.06


Tree=1382
num_leaves=10
num_cat=0
split_feature=109 31 46 104 10 125 73 17 52
split_gain=0.00787179 0.0243632 0.030108 0.0654926 0.0545973 0.0280515 0.0359392 0.0561361 0.0683854
threshold=0.014740333426743748 0.079227816313505187 0.00046126570669002836 0.0056525857653468856 0.0026833302108570938 0.0098710241727530974 0.0020292587578296666 0.019431582652032379 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -4 8 -8
right_child=1 -3 5 -5 -6 -7 7 -9 -10
leaf_value=-2.8499579020852105e-05 0.00041710857804632881 0.00093314179251783366 0.00026802458120550295 -0.00024093361149000276 0.003049010217338164 -0.00068399671553134585 -8.6359060171783318e-05 0.0013472842190567166 -0.0016891954491958785
leaf_weight=7503.8940277099609 56.894794344902039 120.12852501869202 974.51473128795624 130.54116535186768 56.605507016181946 211.30974626541138 305.1300755739212 61.281467080116272 139.7002272605896
leaf_count=3744 29 29 514 92 14 107 143 18 90
internal_value=0 0.000104011 5.2563e-05 0.000675583 0.00172971 -3.73001e-05 5.49941e-05 -0.000355195 -0.000589734
internal_weight=0 2056.11 1935.98 244.041 113.5 1691.94 1480.63 506.112 444.83
internal_count=4780 1036 1007 135 43 872 765 251 233
is_linear=0
shrinkage=0.06


Tree=1383
num_leaves=10
num_cat=0
split_feature=91 119 29 21 133 39 78 68 102
split_gain=0.00811173 0.0221369 0.0257581 0.03529 0.0312779 0.036233 0.0291783 0.0218582 0.0115997
threshold=0.0095705352723598498 0.00017767510871635753 0.0060143163427710542 0.000490355829242617 0.029773407615721229 0.0021592099219560628 0.010500331409275534 0.0023699469165876512 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -5 -7 -4 -1
right_child=1 -3 7 4 -6 6 -8 -9 -10
leaf_value=-4.3118159439993546e-05 0.0010452972502384824 -0.00033308793420065117 7.6454256639281058e-05 7.328316745443546e-05 0.0008827439055617139 -0.00096401603614205771 -0.0036841616325244079 0.0014204280276146897 0.00014951460532342605
leaf_weight=7612.5136700868607 82.226858258247375 189.48465240001678 66.246714472770691 58.160213470458984 44.035904169082642 36.142261385917664 23.379800319671631 127.23889422416687 1320.571298122406
leaf_count=3832 31 108 37 35 18 26 20 40 633
internal_value=0 0.000208629 0.000443288 3.32428e-05 -0.000481344 -0.000991777 -0.00203247 0.000960271 -1.46414e-05
internal_weight=0 626.915 437.431 243.945 161.718 117.682 59.5221 193.486 8933.08
internal_count=4780 315 207 130 99 81 46 77 4465
is_linear=0
shrinkage=0.06


Tree=1384
num_leaves=10
num_cat=0
split_feature=58 115 70 14 8 40 46 99 25
split_gain=0.00947366 0.0231976 0.0391215 0.0396254 0.0515927 0.0619922 0.043181 0.0346412 0.0332113
threshold=0.0053125319536775359 0.0010263677686452868 0.0019071503775194289 0.0019672545604407792 0.0095705352723598498 0.0027679565828293566 0.0070226341485977182 0.00040826165059115743 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 -4 -6
right_child=1 2 7 4 8 6 -8 -9 -10
leaf_value=-3.8166895896240813e-05 -0.00010972775469197714 0.00087997825723868696 0.0011448005090625971 -0.00038586773108073899 -0.0029091279734909754 0.0016876900050806318 8.6631989820350349e-05 -0.00029881242785672463 -0.00019586081587525325
leaf_weight=6788.1828505992889 1169.3266661167145 461.88300752639771 67.319275379180908 222.31280195713043 30.39374041557312 140.19421350955963 106.87207770347595 538.63879144191742 34.876842260360718
leaf_count=3117 779 223 33 141 26 56 57 328 20
internal_value=0 9.34708e-05 0.000241743 0.000472916 0.000121256 0.000341045 0.000995129 -0.000138433 -0.00145931
internal_weight=0 2771.82 1602.49 996.533 534.65 469.379 247.066 605.958 65.2706
internal_count=4780 1663 884 523 300 254 113 361 46
is_linear=0
shrinkage=0.06


Tree=1385
num_leaves=10
num_cat=0
split_feature=117 42 18 109 100 150 2 0 135
split_gain=0.00870459 0.025638 0.0445706 0.0453628 0.0450695 0.0293107 0.0271687 0.0258184 0.0248756
threshold=0.016668972559273246 0.0068083447404205808 0.0081988852471113222 0.013032016810029747 0.00085274505545385193 0.0025217677466571335 0.00087947337306104611 0.0066005610860884198 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 7 8 -6 -2
right_child=1 2 -4 -5 5 -7 -8 -9 -10
leaf_value=-3.0726904999156849e-05 -0.00026004730941181622 0.0019682690151102519 0.0023022134129555157 -0.00045590980653944336 -0.00189019242296139 0.00064756743566739446 -0.0012817135212381987 0.00061813719235701394 0.00023874639800649844
leaf_weight=7422.1611557006836 625.84273779392242 77.550898194313049 42.86691415309906 191.13578796386719 35.069700479507446 233.23126924037933 59.42563259601593 25.524922132492065 847.19124865531921
leaf_count=3679 319 27 17 134 30 111 41 12 410
internal_value=0 0.000106678 0.000437265 0.000295145 0.000681689 0.000342116 -2.39168e-05 -0.000833582 2.68257e-05
internal_weight=0 2137.84 605.379 562.513 371.377 293.826 1532.46 60.5946 1473.03
internal_count=4780 1101 331 314 180 153 770 42 729
is_linear=0
shrinkage=0.06


Tree=1386
num_leaves=10
num_cat=0
split_feature=58 117 140 40 70 142 1 146 20
split_gain=0.0084489 0.0225524 0.0306991 0.0395838 0.0405422 0.0461744 0.0348535 0.056801 0.0359579
threshold=0.0053125319536775359 0.0036604277556762104 0.0068083447404205808 0.0027679565828293566 0.0010918468469753864 0.0033348383149132137 0.00070876078098081063 0.00244467705488205 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -4 -8
right_child=1 -3 6 4 -6 -7 8 -9 -10
leaf_value=-3.6043590693345244e-05 -0.00034419632567930938 -3.9690609419447443e-05 0.00012698908379951674 0.00055963309622257085 -0.00033842212590389089 0.0030040393725502628 0.000666106195946513 0.001975808636112309 -0.0011535292864462206
leaf_weight=6788.1828505992889 365.61642837524414 1777.9238409996033 105.79951679706573 83.588706493377686 82.709003806114197 41.697924137115479 118.4655487537384 137.66337525844574 58.353071689605713
leaf_count=3117 239 1098 61 42 56 16 62 44 45
internal_value=0 8.82708e-05 0.000317174 3.17407e-05 0.000692566 0.00137318 0.000706742 0.00117238 6.55964e-05
internal_weight=0 2771.82 993.894 573.612 207.996 125.287 420.282 243.463 176.819
internal_count=4780 1663 565 353 114 58 212 105 107
is_linear=0
shrinkage=0.06


Tree=1387
num_leaves=10
num_cat=0
split_feature=148 125 115 30 38 61 19 56 104
split_gain=0.00860897 0.0246905 0.0741386 0.0868396 0.0870733 0.0612296 0.0498269 0.0362413 0.0554593
threshold=0.0038949446752667431 0.0098710241727530974 0.0020292587578296666 0.0010918468469753864 0.0045489775948226461 0.0011615398107096555 0.0084566329605877417 0.0012745757703669371 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 -4 6 -3 -1 -9
right_child=-2 2 3 -5 -6 -7 -8 8 -10
leaf_value=4.6966224278801549e-05 -4.1532494126926802e-05 -0.00084906010486112294 -0.0038943522093597555 0.00032363664197112316 0.00019210448026069714 0.0017986965443849479 0.0013590917574804163 -0.0026368922523748264 -1.1535950394464422e-05
leaf_weight=2565.0026125907898 6239.8673295974731 81.540013790130615 40.914650559425354 230.70043098926544 34.683984041213989 177.21617758274078 67.029988050460815 46.663171529769897 76.381908178329468
leaf_count=1491 2943 55 35 99 10 68 18 35 26
internal_value=0 7.80563e-05 0.000415475 -0.000254686 -0.00201952 0.00104555 0.000147187 -1.28659e-06 -0.00100717
internal_weight=0 3320.13 632.085 306.299 75.5986 325.786 148.57 2688.05 123.045
internal_count=4780 1837 285 144 45 141 73 1552 61
is_linear=0
shrinkage=0.06


Tree=1388
num_leaves=10
num_cat=0
split_feature=108 109 65 80 82 92 43 58 104
split_gain=0.00831628 0.014828 0.0198746 0.0141386 0.0137346 0.0208512 0.0219421 0.019842 0.0147201
threshold=0.028884131461381916 0.0026012937305495147 0.00068727668258361529 0.00090704852482303988 0.00073092587990686308 0.00017767510871635753 0.00085274505545385193 0.00077738583786413084 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -6 -3 -9
right_child=1 4 -4 -5 5 -7 -8 8 -10
leaf_value=-1.5512150497467776e-05 -0.00036626083265672046 -0.00044339129827661078 0.00076401911674162072 -0.0023458267940824661 -0.0019172859911800481 0.00029439472963874381 0.00018936572647144869 0.00019972614495102257 0.0011678238426942799
leaf_weight=8877.8531501293182 29.224750399589539 54.65324342250824 26.693912148475647 23.379800319671631 36.142261385917664 231.18257653713226 35.069700479507446 88.168237447738647 157.63263463973999
leaf_count=4403 25 32 13 20 26 124 30 41 66
internal_value=0 0.000201884 -0.000569421 -0.00124607 0.000303341 1.78736e-05 -0.000879825 0.000590652 0.000820569
internal_weight=0 682.147 79.2985 52.6046 602.849 302.395 71.212 300.454 245.801
internal_count=4780 377 58 45 319 180 56 139 107
is_linear=0
shrinkage=0.06


Tree=1389
num_leaves=10
num_cat=0
split_feature=52 100 145 46 22 82 83 34 143
split_gain=0.00798863 0.0215899 0.0246482 0.0232073 0.0425075 0.0303208 0.0472655 0.035457 0.0407759
threshold=0.00047558375808876013 0.013032016810029747 0.012636432424187662 0.0010918468469753864 0.00066645268816500913 0.0070226341485977182 0.0038949446752667431 0.00899649551138282 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=0.00063828835894962283 -2.0634641957255132e-05 -0.00064642802398774007 -0.00075218454935101187 0.00036513385509782048 0.0010030976685405776 0.0010205136159125963 -0.0016931422496701022 0.0011185160145340664 -0.0013126348396945448
leaf_weight=438.6960654258728 8374.6579349040985 112.12661242485046 84.950554728507996 106.4863612651825 129.57687425613403 59.039916157722473 83.974422931671143 68.295407176017761 102.19611763954163
leaf_count=213 4184 91 53 37 42 21 62 24 53
internal_value=0 0.000145787 0.000228556 0.00031286 5.30848e-05 -0.000240015 -0.000446196 -6.81459e-05 -0.000456504
internal_weight=0 1185.34 1073.22 988.265 549.569 419.992 360.952 276.978 208.682
internal_count=4780 596 505 452 239 197 176 114 90
is_linear=0
shrinkage=0.06


Tree=1390
num_leaves=10
num_cat=0
split_feature=75 77 52 83 36 73 117 49 129
split_gain=0.00793784 0.0226438 0.0285201 0.0478941 0.0605708 0.0394179 0.0320392 0.0311452 0.0295529
threshold=0.013860232196748258 0.040252277627587325 0.0033348383149132137 0.0038949446752667431 0.00075379351619631063 0.016668972559273246 0.0023699469165876512 0.00037263428384903824 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 6 -6 -5 -8 -2
right_child=1 -3 -4 4 5 -7 7 -9 -10
leaf_value=-2.1713623995167871e-05 0.00072961214637184003 -0.00065756259897900788 0.00069617953329631531 0.0010995612393801264 -0.0027341548957214037 -0.00041076324031084194 -0.0013766760061179101 0.00068348198682952825 -0.00013708748770489368
leaf_weight=8257.530552983284 324.13504385948181 117.29655873775482 324.03861474990845 68.198978066444397 60.691051721572876 46.373884201049805 66.246714472770691 43.939475059509277 251.54939305782318
leaf_count=4251 115 61 110 19 47 20 37 13 107
internal_value=0 0.000137662 0.000216366 3.58152e-05 -0.000599639 -0.00172781 7.74758e-05 -0.000555137 0.000350902
internal_weight=0 1302.47 1185.17 861.135 285.45 107.065 178.385 110.186 575.684
internal_count=4780 529 468 358 136 67 69 50 222
is_linear=0
shrinkage=0.06


Tree=1391
num_leaves=10
num_cat=0
split_feature=126 78 18 43 6 84 72 67 2
split_gain=0.00783845 0.0134556 0.0154725 0.0157996 0.00944304 0.0117594 0.0330016 0.0349395 0.0275653
threshold=0.0045489775948226461 0.0092791137285530585 0.00047558375808876013 0.0027679565828293566 0.0038949446752667431 0.0048403022810816774 0.001792412775103003 0.0016331639490090313 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 -1 8 -8 -7
right_child=1 -3 3 -5 -6 6 7 -9 -10
leaf_value=-2.1134740870354528e-05 0.00035811451466977016 0.0010167974576978736 -0.0017737842565287416 2.7954900795041773e-05 -0.00081445885412707831 1.7616637295661707e-05 0.0014942575749932751 0.00016204081254158652 -0.002043988508615461
leaf_weight=8725.0047453641891 207.88736462593079 70.826245427131653 28.055760383605957 46.663171529769897 52.315263390541077 81.443584680557251 107.65535128116608 207.41705977916718 32.731720447540283
leaf_count=4287 168 36 24 35 30 50 38 84 28
internal_value=0 0.000277289 9.19551e-05 -0.000648569 -1.06449e-05 -6.05122e-06 0.000300541 0.000617239 -0.000573403
internal_weight=0 353.433 282.606 74.7189 9206.57 9154.25 429.248 315.072 114.175
internal_count=4780 263 227 59 4517 4487 200 122 78
is_linear=0
shrinkage=0.06


Tree=1392
num_leaves=10
num_cat=0
split_feature=1 0 4 124 61 83 49 143 143
split_gain=0.00811472 0.030685 0.0405892 0.030115 0.0260381 0.0511887 0.0766398 0.0378519 0.0848587
threshold=0.0027679565828293566 0.019431582652032379 0.0021592099219560628 0.0005893622583243997 0.0011615398107096555 0.057509137317538268 0.0005893622583243997 0.0034400182776153092 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 7 6 -6 -2 -9
right_child=1 2 -4 -5 5 -7 -8 8 -10
leaf_value=-3.9241992796009972e-05 0.00033475320360049451 -5.8245804836282874e-05 0.00017792028761574514 -0.0019581667013463836 0.00054194652222492321 -0.0010707964579324315 -0.00046754309135170068 -0.0011783760745874413 0.00020101419236601823
leaf_weight=6356.6106985807419 438.31034898757935 46.373884201049805 140.38707172870636 85.239842057228088 1403.89439868927 96.736883997917175 335.42738687992096 279.20759630203247 377.8121554851532
leaf_count=3333 193 20 66 68 542 68 164 170 156
internal_value=0 7.78694e-05 -0.000531753 -0.00128873 0.000134436 0.000272553 0.000347267 -9.7085e-05 -0.000385173
internal_weight=0 3203.39 272.001 131.614 2931.39 1836.06 1739.32 1095.33 657.02
internal_count=4780 1447 154 88 1293 774 706 519 326
is_linear=0
shrinkage=0.06


Tree=1393
num_leaves=10
num_cat=0
split_feature=71 80 121 23 105 44 34 80 28
split_gain=0.00850517 0.0182058 0.0261857 0.0292629 0.0252295 0.0257823 0.0153011 0.0152992 0.0104617
threshold=0.15819545835256579 0.0010585968848317864 0.00017767510871635753 0.00899649551138282 0.00017767510871635753 0.001792412775103003 0.0030382014811038975 0.0098710241727530974 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 4 -3 6 5 -2 -4 -5 -1
right_child=1 2 3 7 -6 -7 -8 -9 -10
leaf_value=-5.5381770325364109e-05 0.00070624978725613088 -0.0013877228488242755 0.0016209419548530214 -0.0013598034417863299 0.0013899224888373192 -0.0016211820147342048 3.5290455879836115e-05 0.00017692910886277138 8.2652717530887484e-05
leaf_weight=6270.5994236469269 51.339131593704224 44.421620607376099 55.629375219345093 42.083640575408936 95.182177543640137 25.717780351638794 36.142261385917664 52.315263390541077 2886.5695925951004
leaf_count=3225 39 38 23 36 47 22 26 30 1294
internal_value=0 0.000269825 -7.87833e-05 0.000233539 0.00073654 -7.05317e-05 0.000996468 -0.000508156 -1.18698e-05
internal_weight=0 402.831 230.592 186.171 172.239 77.0569 91.7716 94.3989 9157.17
internal_count=4780 261 153 115 108 61 49 66 4519
is_linear=0
shrinkage=0.06


Tree=1394
num_leaves=10
num_cat=0
split_feature=136 45 0 60 72 50 22 86 149
split_gain=0.00770833 0.0259498 0.0398361 0.0314728 0.0321281 0.0300381 0.0375916 0.0522893 0.0290309
threshold=0.0003614811430452392 0.0012357163941487672 0.007706565549597145 0.0019672545604407792 0.0033348383149132137 0.00047558375808876013 0.0017376682371832433 0.0019071503775194289 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 -3 -7 -8 -2
right_child=1 5 -4 4 -6 6 7 -9 -10
leaf_value=-3.6978022082797685e-05 0.00074327133324193935 -0.0010203552711882356 -0.00051481542078972941 0.001982179790012095 0.00039824537933424932 0.00012656453008572308 -0.00023149819067844443 -0.0023972138637635486 -0.00093388064624819233
leaf_weight=6498.6844279766083 114.76572048664093 99.074864029884338 109.11362862586975 111.06589221954346 78.816317319869995 2220.8492430448532 223.78292000293732 48.904722452163696 54.942530751228333
leaf_count=3248 49 70 54 36 33 1113 98 32 47
internal_value=0 7.84984e-05 0.000489349 0.000794051 0.00132472 4.22306e-06 4.49323e-05 -0.000619905 0.000200298
internal_weight=0 3061.32 468.704 359.59 189.882 2592.61 2493.54 272.688 169.708
internal_count=4780 1532 219 165 69 1313 1243 130 96
is_linear=0
shrinkage=0.06


Tree=1395
num_leaves=10
num_cat=0
split_feature=34 91 137 143 150 142 42 77 105
split_gain=0.00777393 0.0369613 0.0571673 0.0341569 0.0385931 0.0450674 0.0380232 0.0706985 0.0500182
threshold=0.0010263677686452868 0.0014427106943912806 0.00064626874518580746 0.001792412775103003 0.0011615398107096555 0.00899649551138282 0.0031340263085439806 0.007706565549597145 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 8 -5
right_child=-2 2 -4 4 -6 -7 -8 -9 -10
leaf_value=0.0003316468072332581 -2.4431703769573848e-05 0.0011890700779371838 -0.00063118041292355696 -0.0016849900113345706 0.00050598978282774098 0.00021264178247371805 0.00023868975621727122 -0.00056341750304104629 -0.0046760950119389246
leaf_weight=561.15072977542877 7940.84252846241 231.77299189567566 84.854125618934631 71.21196186542511 169.6118221282959 196.11287605762482 81.347155570983887 195.0403151512146 28.055760383605957
leaf_count=303 3926 95 48 56 91 94 45 98 24
internal_value=0 0.000119821 0.000701254 -2.15179e-05 -0.000288828 -0.000524607 -0.000909492 -0.00122685 -0.00253036
internal_weight=0 1619.16 316.627 1302.53 741.38 571.768 375.655 294.308 99.2677
internal_count=4780 854 143 711 408 317 223 178 80
is_linear=0
shrinkage=0.06


Tree=1396
num_leaves=10
num_cat=0
split_feature=35 52 51 148 143 68 38 92 87
split_gain=0.00798008 0.0296595 0.0383715 0.029329 0.0434786 0.030446 0.0438412 0.0557009 0.0292878
threshold=0.0081988852471113222 0.002945306478068233 0.027182282879948619 0.041476719081401832 0.001792412775103003 0.0012357163941487672 0.00017767510871635753 0.00099512818269431613 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 8 5 -5 -2 -7 -8 -3
right_child=1 2 -4 4 -6 6 7 -9 -10
leaf_value=-2.8828387807374713e-05 8.3455422053746925e-05 0.0010588709002274995 -0.0013295684633210278 0.0012791608533866145 -0.00025698680371821357 -0.00013609826919585237 -0.0033813039358983376 -0.0007575563597348676 0.00023745667252284195
leaf_weight=7488.8781750202179 587.76005351543427 236.44895195960999 43.059772372245789 130.64943516254425 134.73497986793518 308.63704562187195 37.407680511474609 131.61372625827789 460.81044661998749
leaf_count=3800 252 99 27 38 71 146 32 88 227
internal_value=0 0.000104239 0.000408662 -6.51097e-05 0.000499263 -0.000205689 -0.000561482 -0.00133824 0.000516008
internal_weight=0 2071.12 740.319 1330.8 265.384 1065.42 477.658 169.021 697.259
internal_count=4780 980 353 627 109 518 266 120 326
is_linear=0
shrinkage=0.06


Tree=1397
num_leaves=10
num_cat=0
split_feature=124 11 144 93 145 135 83 74 58
split_gain=0.00778708 0.0141674 0.0228449 0.02086 0.0198569 0.0156055 0.0278273 0.0323865 0.0258822
threshold=0.028884131461381916 0.0054799309000372895 0.0011261500185355546 0.0023699469165876512 0.0016331639490090313 0.00017767510871635753 0.0032328735105693345 0.00040826165059115743 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -4 8 -8
right_child=1 3 5 -5 -6 -7 7 -9 -10
leaf_value=-1.6629924965566322e-05 0.0013788891283527216 -0.0001542897973292486 0.00035757867267698133 0.00052239110841691724 -0.0017510469818072922 0.00060699001834988234 -0.0029638718914561085 7.3390434575276386e-05 -0.00039701890728108036
leaf_weight=8736.0923894643784 64.981295347213745 73.067796349525452 227.00060272216797 72.971367239952087 45.494181513786316 206.63378620147705 31.562730431556702 76.574766397476196 25.62135124206543
leaf_count=4385 31 33 86 28 34 103 27 36 17
internal_value=0 0.000176331 0.000313259 -0.000275756 -0.000766992 0.000191217 -4.69277e-05 -0.000733411 -0.00181379
internal_weight=0 823.908 632.375 191.533 118.562 567.393 360.759 133.759 57.1841
internal_count=4780 395 300 95 67 269 166 80 44
is_linear=0
shrinkage=0.06


Tree=1398
num_leaves=10
num_cat=0
split_feature=70 77 75 31 65 8 123 23 62
split_gain=0.00788508 0.012274 0.0101291 0.0122714 0.0195921 0.0172113 0.0116865 0.0278385 0.01001
threshold=0.017188700847327713 0.007706565549597145 0.0042751494329422721 0.00017767510871635753 0.0014881226234138014 0.0095705352723598498 0.00075379351619631063 0.0056525857653468856 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 3 5 -5 -2 7 -4 -1
right_child=1 -3 6 4 -6 -7 -8 -9 -10
leaf_value=-4.0851697209437582e-05 0.00015015519585736905 0.00070691868891158182 -0.0021468910836174395 0.00025006175922944742 0.0016935623899738412 -0.0013740614788134695 0.00018255494761451477 7.024618669462576e-05 0.00014388468079855451
leaf_weight=7635.6160237789154 172.04623126983643 135.42182433605194 33.900710463523865 146.32845091819763 44.035904169082642 31.562730431556702 84.564838290214539 51.146273374557495 1225.3772798776627
leaf_count=3778 98 47 29 76 18 27 33 29 645
internal_value=0 0.000194011 7.07659e-05 0.000237664 0.000583979 -8.61234e-05 -0.000316903 -0.00081353 -1.53047e-05
internal_weight=0 699.007 563.585 393.973 190.364 203.609 169.612 85.047 8860.99
internal_count=4780 357 310 219 94 125 91 58 4423
is_linear=0
shrinkage=0.06


Tree=1399
num_leaves=10
num_cat=0
split_feature=122 63 87 141 102 40 40 34 105
split_gain=0.00831857 0.0114137 0.0257916 0.0355122 0.0600048 0.0415001 0.0330073 0.026386 0.0507472
threshold=0.0048403022810816774 0.00085274505545385193 0.0020292587578296666 0.007706565549597145 0.0028552538715302949 0.0036604277556762104 0.0056525857653468856 0.011519505176693203 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -4 -6 -1 -9
right_child=-2 -3 3 -5 6 -7 -8 8 -10
leaf_value=9.1230970643742918e-05 0.00022435550798066787 -6.1221845699419987e-05 -0.00092297213055527523 0.000783188843969977 -0.00030932111465871426 -0.0032050836336675499 0.0015416379399165792 0.0013106192053487157 -0.00049511499473882338
leaf_weight=2258.1486537456512 560.09000957012177 6043.4414848089218 137.65153455734253 82.32328736782074 138.43480813503265 36.238690495491028 46.27745509147644 174.97462666034698 82.419716477394104
leaf_count=1199 248 2952 103 36 84 31 15 71 41
internal_value=0 -1.39623e-05 8.2643e-05 -0.000340646 -0.000598641 -0.00139856 0.000154415 0.000156837 0.000732409
internal_weight=0 8999.91 2956.47 440.926 358.602 173.89 184.712 2515.54 257.394
internal_count=4780 4532 1580 269 233 134 99 1311 112
is_linear=0
shrinkage=0.06


Tree=1400
num_leaves=10
num_cat=0
split_feature=8 129 57 129 81 75 11 16 144
split_gain=0.00776912 0.0577429 0.0722484 0.0547293 0.0554619 0.0508863 0.0463471 0.0461529 0.0569487
threshold=0.010829726699739696 0.0018488886416889729 0.00055427959887310873 0.0028552538715302949 0.0072436286136507997 0.0042751494329422721 0.0030382014811038975 0.00064626874518580746 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 -2 -5 8 -4
right_child=1 2 7 6 -6 -7 -8 -9 -10
leaf_value=-2.4535792932323098e-05 8.4156555349529843e-05 0.0027164418823338106 -0.0033747192071409715 -9.5943776197122065e-05 0.00049038886113386649 -0.00090663257232590324 0.0011620447312430419 0.00077906493948868172 0.00023009875730471346
leaf_weight=7928.5385315418243 676.60329473018646 90.120501041412354 38.576670527458191 251.54939305782318 72.874938130378723 257.68363046646118 181.50642120838165 35.852974057197571 26.693912148475647
leaf_count=4063 328 23 33 107 23 127 52 11 13
internal_value=0 0.000119238 0.000532459 0.00078404 0.00172118 -0.000189111 0.000431316 -0.000950435 -0.00190045
internal_weight=0 1631.46 697.175 596.051 162.995 934.287 433.056 101.124 65.2706
internal_count=4780 717 262 205 46 455 159 57 46
is_linear=0
shrinkage=0.06


Tree=1401
num_leaves=10
num_cat=0
split_feature=117 36 128 49 117 60 132 145 33
split_gain=0.00791761 0.0241957 0.0277092 0.0339476 0.0435265 0.0403721 0.031855 0.032177 0.0303636
threshold=0.016668972559273246 0.0095705352723598498 0.0026012937305495147 0.00017767510871635753 0.022641776129603389 0.002945306478068233 0.000490355829242617 0.00055427959887310873 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -5 -2 -8 -9
right_child=1 -3 3 5 -6 -7 7 8 -10
leaf_value=-2.9304988680356598e-05 0.00015215546116051552 -0.0012870230328434421 0.001591617347380572 0.00050143880948078903 0.00027400383794622731 -0.0019389765754432655 -0.0021044406433749158 -0.00080470705420747129 0.00039500004487779588
leaf_weight=7422.1611557006836 1263.0742477178574 44.22876238822937 149.16041719913483 63.715876221656799 228.55530917644501 39.552802324295044 39.649231433868408 176.72219133377075 133.18027341365814
leaf_count=3679 692 28 44 25 107 24 29 102 50
internal_value=0 0.000101741 0.00013108 0.000530764 0.000794331 -0.000433262 1.18693e-05 -0.000495042 -0.000289134
internal_weight=0 2137.84 2093.61 480.984 377.716 103.269 1612.63 349.552 309.902
internal_count=4780 1101 1073 200 151 49 873 181 152
is_linear=0
shrinkage=0.06


Tree=1402
num_leaves=10
num_cat=0
split_feature=109 103 18 70 113 106 20 72 71
split_gain=0.00826333 0.0227775 0.0251972 0.0227119 0.066621 0.0700316 0.0570874 0.0433969 0.0529158
threshold=0.014740333426743748 0.0026012937305495147 0.00052132029668428015 0.00073092587990686308 0.0005893622583243997 0.0054799309000372895 0.00017767510871635753 0.013032016810029747 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 5 -5 -6 8 -2
right_child=1 2 -4 4 6 -7 -8 -9 -10
leaf_value=-2.9199758995722611e-05 0.0011894427851322443 -2.2099745660917282e-05 -0.0021628553168916232 -0.0030519881820324931 0.0010969689131927528 0.00032844460422040445 0.00015900133947071909 -0.0015913395325640744 -0.000212520208111927
leaf_weight=7503.8940277099609 117.00727140903473 50.073712468147278 32.731720447540283 42.083640575408936 328.31701767444611 46.373884201049805 809.68713903427124 65.270582675933838 564.56127071380615
leaf_count=3744 46 33 28 36 153 20 373 46 301
internal_value=0 0.000106566 -0.000868308 0.000147475 0.000306318 -0.0012798 0.000429607 -0.000113378 2.81597e-05
internal_weight=0 2056.11 82.8054 1973.3 1226.46 88.4575 1138 746.839 681.569
internal_count=4780 1036 61 975 582 56 526 393 347
is_linear=0
shrinkage=0.06


Tree=1403
num_leaves=10
num_cat=0
split_feature=142 143 30 27 53 98 122 10 129
split_gain=0.00775569 0.0240656 0.046087 0.0410419 0.041894 0.0681743 0.0667284 0.0499157 0.0494836
threshold=0.021960759535431865 0.016668972559273246 0.0062037324532866487 0.015675474889576439 0.0072436286136507997 0.0019672545604407792 0.0013560238294303419 0.004017772153019906 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -7 -6 -3
right_child=-2 2 -4 -5 7 6 -8 -9 -10
leaf_value=1.3459911225143458e-05 0.00014852180334518631 -0.0019985787871118518 0.00078012130409613059 0.00082293679771396229 0.00084367907806008147 -0.003720351773434672 1.667269352942125e-06 -0.00072162353409944979 6.5061667480263357e-06
leaf_weight=7626.8189969062805 1117.745609998703 64.101592659950256 115.64542317390442 74.043928146362305 108.72791218757629 59.618490815162659 24.452361226081848 225.33762645721436 143.50832533836365
leaf_count=3918 489 45 35 24 34 51 16 119 49
internal_value=0 -1.96641e-05 -0.000329475 -0.000512844 -0.000670906 -0.00119631 -0.00263779 -0.000212166 -0.000612583
internal_weight=0 8442.25 815.436 699.79 625.746 291.681 84.0709 334.066 207.61
internal_count=4780 4291 373 338 314 161 67 153 94
is_linear=0
shrinkage=0.06


Tree=1404
num_leaves=10
num_cat=0
split_feature=112 38 46 141 127 122 142 142 36
split_gain=0.00802768 0.0125314 0.00999723 0.0184499 0.0145176 0.0129339 0.012169 0.0111198 0.0106742
threshold=0.0062037324532866487 0.0045489775948226461 0.00046126570669002836 0.00085274505545385193 0.00017767510871635753 0.00040826165059115743 0.00244467705488205 0.018276390619575981 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -6 8 -4
right_child=1 -3 4 -5 5 -7 -8 -9 -10
leaf_value=-1.4114281483749906e-05 0.00052490835871401317 0.0010345125712054564 -0.0006903956049083219 -0.0010442770664904971 0.0015259816893547942 -0.00031938195622668809 0.00046623309684027596 0.00084787294370746781 0.00030034992070745406
leaf_weight=8968.9497829675674 46.470313310623169 60.208906173706055 103.84725320339203 64.294450879096985 59.329203486442566 44.325191497802734 113.88601779937744 35.852974057197571 62.836173534393311
leaf_count=4417 25 22 79 55 36 33 63 11 39
internal_value=0 0.000214178 0.000121135 -0.00038594 0.000254839 0.000595182 0.000829215 -0.000110716 -0.000316905
internal_weight=0 591.05 530.842 110.765 420.077 217.54 173.215 202.536 166.683
internal_count=4780 363 341 80 261 132 99 129 118
is_linear=0
shrinkage=0.06


Tree=1405
num_leaves=10
num_cat=0
split_feature=71 95 91 110 22 9 72 83 44
split_gain=0.00766859 0.0202104 0.0309981 0.0218049 0.0152922 0.0217444 0.0245718 0.0137452 0.0254774
threshold=0.15819545835256579 0.00057154725072905432 0.000490355829242617 0.00057154725072905432 0.00090704852482303988 0.00044738779251929378 0.000490355829242617 0.0081988852471113222 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 -2 -4 -9
right_child=1 2 7 -5 -6 -7 -8 8 -10
leaf_value=-1.127096394249605e-05 0.00067510759331357187 -0.0020963953221453937 0.0011400860032620621 4.0403935547286754e-05 0.0017722750933957347 0.0014633232086834393 -0.001322519196158553 0.0012130277478097117 -0.00078859937584554562
leaf_weight=9157.1690162420273 57.087652564048767 39.745660543441772 52.411692500114441 30.297311305999756 39.359944105148315 48.711864233016968 36.238690495491028 35.949403166770935 63.029031753540039
leaf_count=4519 39 34 35 21 14 22 31 16 49
internal_value=0 0.000256212 -0.000128444 -0.00117212 0.000725761 0.000435764 -0.000100572 0.000354427 -6.15996e-05
internal_weight=0 402.831 221.433 70.043 181.398 142.038 93.3263 151.39 98.9784
internal_count=4780 261 155 55 106 92 70 100 65
is_linear=0
shrinkage=0.06


Tree=1406
num_leaves=10
num_cat=0
split_feature=122 9 33 129 97 9 102 72 136
split_gain=0.00771771 0.0129335 0.017806 0.0140006 0.0143491 0.0126905 0.0127594 0.01436 0.0178654
threshold=0.0048403022810816774 0.00044738779251929378 0.0020932231564074759 0.0015833032084628942 0.0022975050378590827 0.00080172589514404546 0.00747153488919139 0.0033348383149132137 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5 7 -7 -9
right_child=1 3 -4 5 -6 6 -8 8 -10
leaf_value=-1.3448576701939296e-05 0.00018516716957191407 0.0004996264597955394 -0.0012153480157234458 0.0008722756773261247 0.0019845293239056675 0.00037379830654515157 0.00063487115299295518 -0.0016390164412240029 -4.0780017324358583e-06
leaf_weight=8999.9102573394775 103.17224943637848 72.188093662261963 47.832161545753479 72.874938130378723 34.683984041213989 62.450457096099854 70.53695809841156 46.566742420196533 49.784425139427185
leaf_count=4532 44 47 36 23 10 19 21 30 18
internal_value=0 0.000216101 -0.00025846 0.000391274 0.000981533 0.00018254 -3.66311e-05 -0.000334901 -0.000794248
internal_weight=0 560.09 151.004 409.086 106.872 302.214 229.339 158.802 96.3512
internal_count=4780 248 80 168 57 111 88 67 48
is_linear=0
shrinkage=0.06


Tree=1407
num_leaves=10
num_cat=0
split_feature=70 51 93 14 118 85 52 46 36
split_gain=0.00761033 0.011263 0.0221276 0.0188144 0.0132897 0.0128582 0.0107429 0.023089 0.0337189
threshold=0.017188700847327713 0.0011261500185355546 0.016668972559273246 0.00070876078098081063 0.0027679565828293566 0.0016331639490090313 0.00047558375808876013 0.0010918468469753864 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -6 7 -1 -9
right_child=1 4 -4 -5 5 -7 -8 8 -10
leaf_value=0.0004574212494640672 -0.0018398559749715983 0.00017966523956201622 0.00065325448219352689 -0.00014364757151575774 0.0014590301563588549 4.1042076023848313e-05 -3.9613678424375903e-05 9.2028352732465083e-05 -0.0012117081964108278
leaf_weight=506.49748635292053 38.576670527458191 439.96148455142975 60.305335283279419 60.401764392852783 63.715876221656799 36.045832276344299 7783.6920393705368 487.11864233016968 83.68513560295105
leaf_count=271 33 219 27 32 25 21 3885 220 47
internal_value=0 0.000190601 -0.00025274 -0.000804742 0.00032144 0.000946684 -1.50357e-05 0.000162545 -9.91115e-05
internal_weight=0 699.007 159.284 98.9784 539.723 99.7617 8860.99 1077.3 570.804
internal_count=4780 357 92 65 265 46 4423 538 267
is_linear=0
shrinkage=0.06


Tree=1408
num_leaves=10
num_cat=0
split_feature=105 70 9 12 143 61 19 149 57
split_gain=0.0077881 0.0363912 0.0398476 0.0638429 0.0741735 0.0728243 0.0638268 0.0698305 0.0448156
threshold=0.0041444667149335155 0.00062670491752214741 0.0012357163941487672 0.00017767510871635753 0.0070226341485977182 0.0016846025246195497 0.0084566329605877417 0.0026012937305495147 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 -8 -7
right_child=1 2 3 4 5 8 7 -9 -10
leaf_value=-3.5952922072931589e-05 0.00038647813408676236 0.0001251921798517755 0.00067159733431694654 -6.1604305490511878e-07 -0.00073693613980153156 -0.0023567260746418959 -0.0060048866260172225 -0.0018538058604985518 -0.00017517683678239373
leaf_weight=6635.4325784444809 950.9657541513443 1316.196466088295 143.60475444793701 243.75217938423157 33.8042813539505 45.59061062335968 30.39374041557312 28.055760383605957 132.20414161682129
leaf_count=3483 366 585 54 120 24 39 26 24 59
internal_value=0 8.15721e-05 -6.53446e-05 -0.00044682 -0.000759412 -0.00144432 -0.00281216 -0.00401237 -0.000734576
internal_weight=0 2924.57 1973.6 657.405 513.801 270.049 92.2538 58.4495 177.795
internal_count=4780 1297 931 346 292 172 74 50 98
is_linear=0
shrinkage=0.06


Tree=1409
num_leaves=10
num_cat=0
split_feature=72 72 0 58 78 49 46 133 150
split_gain=0.00742191 0.0383439 0.0575237 0.0654794 0.0367613 0.0358047 0.0360815 0.0468933 0.0571697
threshold=0.0054799309000372895 0.0048403022810816774 0.0030382014811038975 0.004017772153019906 0.0058306583669036635 0.0010585968848317864 0.040252277627587325 0.013860232196748258 0.010500331409275534
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 7 -1 -9
right_child=-2 2 4 -5 -6 -7 -8 8 -10
leaf_value=-3.616083416460413e-05 6.1271184479877843e-05 -0.0013731159268408311 -0.00045274022823406574 0.0012476029657316095 -0.0025460530516411154 0.00061818436474832435 0.00039060686198318578 -0.000924369890725104 0.00076076040925543008
leaf_weight=3797.0081161260605 4079.8292487859726 61.570754408836365 51.242702484130859 77.550898194313049 73.549941897392273 307.46805560588837 590.58017909526825 434.20112287998199 86.999247431755066
leaf_count=2122 1764 33 34 27 58 145 279 278 40
internal_value=0 -4.56146e-05 -0.000751201 8.77573e-05 -0.00168649 -9.91577e-06 -4.92576e-05 -0.000109416 -0.000643086
internal_weight=0 5480.17 263.914 139.122 124.793 5216.26 4908.79 4318.21 521.2
internal_count=4780 3016 152 60 92 2864 2719 2440 318
is_linear=0
shrinkage=0.06


Tree=1410
num_leaves=10
num_cat=0
split_feature=14 133 145 118 7 146 25 141 127
split_gain=0.00757806 0.0303841 0.0343625 0.0634565 0.0576025 0.0672021 0.0536992 0.0517886 0.0458023
threshold=0.0013560238294303419 0.044033329933881767 0.0012745757703669371 0.0019672545604407792 0.00062670491752214741 0.0051502294372767219 0.0012745757703669371 0.0034400182776153092 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -6 -7 -8
right_child=-2 -3 4 -5 6 7 8 -9 -10
leaf_value=-7.4676731729158129e-05 5.6103579637262539e-05 0.00085145154369534236 4.8570022525341189e-05 -0.00084375654361332664 -0.00065876249971286876 0.0014331793208458966 0.00050483927711934753 9.3760982615897514e-05 -0.00042797262806995942
leaf_weight=1662.6150679588318 4545.8705487251282 130.84229338169098 929.38258481025696 503.08694541454315 563.68156802654266 284.08825528621674 448.34911358356476 163.86330115795135 328.22058856487274
leaf_count=842 2143 48 618 273 315 125 177 91 148
internal_value=0 -5.08642e-05 -7.50407e-05 -0.000253332 6.70434e-05 0.000339535 -0.000212988 0.000943212 0.000110582
internal_weight=0 5014.13 4883.29 2165.7 2717.59 1377.33 1340.25 447.952 776.57
internal_count=4780 2637 2589 1115 1474 834 640 216 325
is_linear=0
shrinkage=0.06


Tree=1411
num_leaves=10
num_cat=0
split_feature=39 76 45 61 29 36 86 148 92
split_gain=0.00798257 0.0584996 0.0700922 0.0332461 0.0231301 0.0234003 0.0241445 0.0121848 0.0316156
threshold=0.028884131461381916 0.00017767510871635753 0.0066005610860884198 0.0034400182776153092 0.0023699469165876512 0.00037263428384903824 0.0013986918493174019 0.0038949446752667431 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 3 -3 4 -2 6 -6 8 -1
right_child=1 2 -4 -5 5 -7 -8 -9 -10
leaf_value=-4.1626087793793988e-05 -0.00027796610591602214 -0.003126448457937915 0.00049955644522437165 -0.00078378611080128033 0.00087564195708607904 0.0013387533054385111 -0.00069691448851763333 -6.6631700394933409e-05 0.00036672733942220997
leaf_weight=2323.6002539396286 76.478337287902832 38.480241417884827 38.287383198738098 66.150285363197327 102.88296210765839 182.48255300521851 53.387824296951294 5711.8221960067749 966.42823028564453
leaf_count=1314 31 28 18 32 29 43 26 2747 512
internal_value=0 0.000220183 -0.001318 0.000465483 0.000664503 0.000877278 0.000338399 -1.36522e-05 7.83255e-05
internal_weight=0 558.15 76.7676 481.382 415.232 338.753 156.271 9001.85 3290.03
internal_count=4780 207 46 161 129 98 55 4573 1826
is_linear=0
shrinkage=0.06


Tree=1412
num_leaves=10
num_cat=0
split_feature=142 46 126 47 116 68 97 136 141
split_gain=0.00786994 0.024639 0.0292064 0.0472624 0.0653339 0.0279531 0.0361285 0.0530849 0.0342837
threshold=0.021960759535431865 0.0081988852471113222 0.00043393640953581786 0.0056525857653468856 0.0034400182776153092 0.0068083447404205808 0.00043393640953581786 0.00017767510871635753 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 -3
right_child=1 5 -4 -5 -6 -7 7 -9 -10
leaf_value=-1.9808435170968177e-05 -0.00049445248954530603 0.001972165832264592 0.00040535361089709783 0.00035263373520221056 -0.0031083771724757709 -0.00049309696882879122 -0.0017122995742122208 0.00087128313466688044 0.00058622402997430146
leaf_weight=8442.2546569108963 168.63569033145905 92.458481073379517 239.85949289798737 154.22209370136261 43.252630591392517 91.675207495689392 49.977283358573914 67.029988050460815 210.63474249839783
leaf_count=4291 100 25 97 68 37 44 28 18 72
internal_value=0 0.000149612 -0.000109273 -0.000446433 -0.00102803 0.000456145 0.00066329 -0.000232242 0.00100901
internal_weight=0 1117.75 605.97 366.11 211.888 511.776 420.1 117.007 303.093
internal_count=4780 489 302 205 137 187 143 46 97
is_linear=0
shrinkage=0.06


Tree=1413
num_leaves=10
num_cat=0
split_feature=117 52 83 95 19 69 80 5 98
split_gain=0.00759748 0.0124045 0.0168157 0.0216037 0.0181869 0.0276069 0.0121749 0.0329483 0.0120571
threshold=0.04673989117145539 0.0017376682371832433 0.0046923852059990176 0.00899649551138282 0.0011615398107096555 0.00039601318712811922 0.0054799309000372895 0.00085274505545385193 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 4 -4 -6 -7 -8 -2
right_child=1 2 3 -5 5 6 7 -9 -10
leaf_value=-1.4933532831755076e-05 0.00030165012484472732 -0.00077165208338615123 -0.00041914117655523993 -0.00032749133748375938 0.0017620834212820407 0.00091192731175619528 -0.0011733147286134894 0.00093466630441939118 -0.00066804088380090785
leaf_weight=8868.6940882205963 84.661267399787903 44.22876238822937 47.928590655326843 99.954566717147827 84.564838290214539 119.34525144100189 46.566742420196533 62.546886205673218 101.50927317142487
leaf_count=4405 38 28 41 56 33 48 30 24 77
internal_value=0 0.000191581 0.000345878 0.000453116 0.000669281 0.000835935 0.000493118 3.50371e-05 -0.000227073
internal_weight=0 691.306 505.136 460.907 360.952 313.024 228.459 109.114 186.171
internal_count=4780 375 260 232 176 135 102 54 115
is_linear=0
shrinkage=0.06


Tree=1414
num_leaves=10
num_cat=0
split_feature=76 95 104 57 104 97 5 60 22
split_gain=0.00751879 0.013813 0.0144184 0.0104317 0.0214075 0.00856105 0.0260048 0.0267006 0.0187547
threshold=0.004017772153019906 0.0049928687512874612 0.0070226341485977182 0.00038414125447161501 0.015200819820165636 0.04273676127195359 0.00017767510871635753 0.00046126570669002836 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 -1 7 -7 -8
right_child=1 -3 3 -5 -6 6 8 -9 -10
leaf_value=-2.0048852802634166e-05 0.0011913590443181474 0.001067485970170931 -0.0019405924707807623 0.00059737335192808466 -4.4050196029258581e-05 0.00033717393701015688 0.0013480339714016323 -0.0015373408950995267 7.4106442974956289e-05
leaf_weight=8964.0691239833832 36.142261385917664 65.077724456787109 25.717780351638794 55.725804328918457 128.39604353904724 71.705948114395142 94.79646110534668 44.22876238822937 74.140357255935669
leaf_count=4462 26 36 22 28 100 22 27 28 29
internal_value=0 0.000290148 8.44937e-05 -0.00010615 -0.000360536 -9.75825e-06 0.000314057 -0.000377948 0.000788953
internal_weight=0 311.06 245.982 209.84 154.114 9248.94 284.872 115.935 168.937
internal_count=4780 212 176 150 122 4568 106 50 56
is_linear=0
shrinkage=0.06


Tree=1415
num_leaves=10
num_cat=0
split_feature=124 88 87 126 126 34 37 140 114
split_gain=0.00791668 0.0148704 0.0159197 0.0474399 0.0170543 0.0145359 0.0177508 0.0176343 0.0179471
threshold=0.028884131461381916 0.0095705352723598498 0.000490355829242617 0.0003614811430452392 0.00039601318712811922 0.00077738583786413084 0.00044738779251929378 0.010180860292166473 0.02129978779703379
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -3 8 -7
right_child=1 5 3 -5 -6 7 -8 -9 -10
leaf_value=-1.6767744386495549e-05 0.0012538880836810093 -0.00012433189421359785 -0.0013777679857150419 0.0011545025855888027 -0.00016065044572160248 0.00021656306607427934 0.0011413696853199754 -0.0013441051569722121 -0.00073573148394647935
leaf_weight=8736.0923894643784 125.38305974006653 83.492277383804321 50.073712468147278 56.894794344902039 40.625363230705261 248.04242300987244 76.381908178329468 43.059772372245789 99.954566717147827
leaf_count=4385 63 37 33 29 20 104 26 27 56
internal_value=0 0.000177792 0.000539918 -3.08948e-05 0.000907724 -1.63453e-06 0.000480373 -0.000198692 -5.69628e-05
internal_weight=0 823.908 272.977 106.969 166.008 550.931 159.874 391.057 347.997
internal_count=4780 395 145 62 83 250 63 187 160
is_linear=0
shrinkage=0.06


Tree=1416
num_leaves=10
num_cat=0
split_feature=70 13 88 72 12 7 10 47 46
split_gain=0.007313 0.0105532 0.0508495 0.0345008 0.05784 0.0761929 0.0875865 0.0562102 0.050791
threshold=0.017188700847327713 0.00017767510871635753 0.0041444667149335155 0.024066280573606495 0.010180860292166473 0.00093549740267917525 0.00899649551138282 0.0020292587578296666 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 -5
right_child=-2 -3 3 8 -6 6 -8 -9 -10
leaf_value=9.8864267881223413e-06 0.000186840333262201 8.1376750496057269e-05 -0.00032991174961362888 0.00095594646222321527 0.00011381272874446218 -0.0016688239568726116 -0.00059696436643934714 -0.004344287820196694 -0.0011935336351102713
leaf_weight=5224.2586337327957 699.00696325302124 2808.8376768827438 226.6030455827713 119.24882233142853 212.0930198431015 54.749672532081604 97.5201575756073 58.449500799179077 59.232774376869202
leaf_count=2802 357 1198 125 43 88 37 49 50 31
internal_value=0 -1.47391e-05 -5.93469e-05 -0.000496228 -0.000699283 -0.00109362 -0.00191489 -0.00305028 0.000242597
internal_weight=0 8860.99 6052.16 827.897 649.415 437.322 210.719 113.199 178.482
internal_count=4780 4423 3225 423 349 261 136 87 74
is_linear=0
shrinkage=0.06


Tree=1417
num_leaves=10
num_cat=0
split_feature=39 76 106 36 93 96 50 20 78
split_gain=0.00737051 0.0513812 0.043575 0.0214831 0.030833 0.0213488 0.0190055 0.0121958 0.0115373
threshold=0.028884131461381916 0.00017767510871635753 0.0072436286136507997 0.00037263428384903824 0.00068727668258361529 0.0037758676335215573 0.0063990866765379914 0.00080172589514404546 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 3 -3 4 -2 -6 7 -5 -1
right_child=1 2 -4 6 5 -7 -8 -9 -10
leaf_value=7.4629678068643436e-05 0.00056487557147188213 -0.0026999981876586312 0.00016009771446560771 -0.00010466005127094981 -0.0019890625713187664 -7.4050968735382667e-05 0.0015708815338581926 0.00090887821911674234 -6.5700408482314147e-05
leaf_weight=3373.0149346590042 139.90492618083954 37.311251401901245 39.45637321472168 76.381908178329468 36.142261385917664 49.880854249000549 82.034000039100647 97.038012027740479 5628.8357455730438
leaf_count=1956 41 27 19 26 26 23 21 24 2617
internal_value=0 0.000211574 -0.00122999 0.000441465 1.52523e-05 -0.000878635 0.000818415 0.000462471 -1.31184e-05
internal_weight=0 558.15 76.7676 481.382 225.928 86.0231 255.454 173.42 9001.85
internal_count=4780 207 46 161 90 49 71 50 4573
is_linear=0
shrinkage=0.06


Tree=1418
num_leaves=10
num_cat=0
split_feature=112 20 86 133 56 88 7 18 27
split_gain=0.00726816 0.013546 0.0138408 0.0107732 0.0255631 0.0260277 0.0517708 0.0625611 0.0686736
threshold=0.0062037324532866487 0.0026833302108570938 0.00037263428384903824 0.0042751494329422721 0.0031340263085439806 0.0012745757703669371 0.0015833032084628942 0.0081988852471113222 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 -1 -9
right_child=1 2 -4 -5 -6 -7 -8 8 -10
leaf_value=-2.626612351643001e-05 4.4352371227640043e-05 0.0013395310169936434 0.00014237991771922769 4.8806760245052899e-05 -0.0012038569017033876 7.0595281705361265e-05 -0.0010366280870010079 8.8633583730870257e-05 -0.0036790873763536212
leaf_weight=1532.9062424898148 451.83240222930908 67.319275379180908 71.89880633354187 4731.0767982006073 71.995235443115234 2314.5003955364227 248.71742677688599 33.611423134803772 36.142261385917664
leaf_count=972 298 33 32 2208 37 1021 139 14 26
internal_value=0 0.000203795 0.000721266 -1.343e-05 -8.29099e-05 -6.35375e-05 -0.000231224 -0.000106233 -0.00186358
internal_weight=0 591.05 139.218 8968.95 4237.87 4165.88 1851.38 1602.66 69.7537
internal_count=4780 363 65 4417 2209 2172 1151 1012 40
is_linear=0
shrinkage=0.06


Tree=1419
num_leaves=10
num_cat=0
split_feature=122 28 9 150 68 113 89 79 110
split_gain=0.00749896 0.0115111 0.0307031 0.0355927 0.0290835 0.0345313 0.0485939 0.0432365 0.051782
threshold=0.0048403022810816774 0.0026012937305495147 0.00017767510871635753 0.0060143163427710542 0.019431582652032379 0.00050559637020342063 0.00068727668258361529 0.0058306583669036635 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 8 -7
right_child=-2 2 4 -5 -6 7 -8 -9 -10
leaf_value=-5.2327545336761611e-05 0.00021301644148722312 -0.00011181155590935254 0.0011145418280505866 -0.0018276835325385832 0.0014965634705527979 -0.00073115739559906421 -7.5789330664969366e-05 0.00044402625203879834 0.00054988429204577119
leaf_weight=6759.0680735111237 560.09000957012177 646.20955431461334 287.01665067672729 46.663171529769897 64.884866237640381 391.82819497585297 216.67255079746246 427.59658062458038 159.97061467170715
leaf_count=3515 248 302 98 35 26 227 87 174 68
internal_value=0 -1.32566e-05 0.000104593 -0.000227371 0.000253181 0.000198783 0.000602496 -8.84081e-06 -0.000359774
internal_weight=0 8999.91 2240.84 692.873 1547.97 1483.08 503.689 979.395 551.799
internal_count=4780 4532 1017 337 680 654 185 469 295
is_linear=0
shrinkage=0.06


Tree=1420
num_leaves=10
num_cat=0
split_feature=67 110 107 25 109 5 13 80 59
split_gain=0.00747801 0.0144674 0.0187203 0.0124007 0.0253859 0.0269113 0.0198027 0.0516141 0.055637
threshold=0.0068083447404205808 0.0016846025246195497 0.00017767510871635753 0.030689206905663017 0.0092791137285530585 0.00075379351619631063 0.0015833032084628942 0.00050559637020342063 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -6 -1 8 -8
right_child=1 -3 -4 4 5 -7 7 -9 -10
leaf_value=-5.6561776639629843e-06 -0.00076667124908240706 0.0010792389336048659 0.000312941528143257 0.00036068465041824395 -0.0015658170943067924 0.00062452804648602516 -0.0007047537028969246 -1.2912061420206872e-06 -0.0033920179220456939
leaf_weight=7786.2956253290176 72.091664552688599 63.715876221656799 292.07832717895508 628.68654477596283 53.484253406524658 32.44243311882019 154.5113810300827 442.88987994194031 33.8042813539505
leaf_count=4020 42 25 122 228 31 13 83 192 24
internal_value=0 0.000245153 9.92197e-05 -1.14867e-05 0.000228476 -0.000738832 -3.18586e-05 -0.000355081 -0.00118714
internal_weight=0 427.886 364.17 9132.11 714.613 85.9267 8417.5 631.206 188.316
internal_count=4780 189 164 4591 272 44 4319 299 107
is_linear=0
shrinkage=0.06


Tree=1421
num_leaves=10
num_cat=0
split_feature=126 70 18 36 117 72 122 85 64
split_gain=0.00724421 0.0118194 0.022455 0.010381 0.0112317 0.0093496 0.0299673 0.0272638 0.02902
threshold=0.0045489775948226461 0.0056525857653468856 0.0005893622583243997 0.0020932231564074759 0.010829726699739696 0.024066280573606495 0.00082683752407319855 0.02129978779703379 0.0003614811430452392
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 7 -7 -9
right_child=1 -3 -4 -5 -6 6 -8 8 -10
leaf_value=-3.2507667246013554e-05 -6.725240826867642e-05 0.00091892429557970405 -0.0010997567390924996 0.0012644606510675751 0.0011057780936877112 0.00010924143766588469 0.00076409697061620733 -0.0019862219327685185 0.00013691286535240049
leaf_weight=8106.4533942937851 155.37924301624298 77.936614632606506 47.832161545753479 36.045832276344299 36.238690495491028 777.83512127399445 229.33858275413513 48.808293342590332 44.132333278656006
leaf_count=4048 128 47 36 21 31 331 88 27 23
internal_value=0 0.000266571 8.20234e-05 0.000330315 0.000154591 -1.02335e-05 0.000153899 -6.81001e-06 -0.000978063
internal_weight=0 353.433 275.496 227.664 191.618 9206.57 1100.11 870.776 92.9406
internal_count=4780 263 216 180 159 4517 469 381 50
is_linear=0
shrinkage=0.06


Tree=1422
num_leaves=10
num_cat=0
split_feature=99 23 78 5 21 149 140 23 78
split_gain=0.00728417 0.0170611 0.0399707 0.0199629 0.0273359 0.0398725 0.0595608 0.045211 0.0366495
threshold=0.00017767510871635753 0.059226244688034065 0.0015833032084628942 0.00038414125447161501 0.00057154725072905432 0.00042089859198313212 0.0045489775948226461 0.0056525857653468856 0.12087306752800943
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 6 7 -6 -1
right_child=-2 2 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00059912768916513585 -2.7131074040716495e-05 -0.00018826667965691853 0.0016760877503049579 0.00029962522108054567 0.00058680978165266901 -0.00020444724950857359 -0.00036574105912215465 0.0027786959912212707 0.001045784454029597
leaf_weight=466.064981341362 7537.3244333267212 88.553953886032104 77.743756413459778 707.67203891277313 74.043928146362305 396.50415503978729 95.182177543640137 62.450457096099854 54.460385203361511
leaf_count=261 3689 61 37 389 24 231 47 19 22
internal_value=0 0.000101102 0.000683314 4.89459e-05 -0.000105488 0.000160948 0.000786305 0.00158967 -0.000427027
internal_weight=0 2022.68 166.298 1856.38 1148.71 628.181 231.677 136.494 520.525
internal_count=4780 1091 98 993 604 321 90 43 283
is_linear=0
shrinkage=0.06


Tree=1423
num_leaves=10
num_cat=0
split_feature=55 79 115 18 125 30 143 114 4
split_gain=0.00751509 0.0243758 0.0351928 0.019686 0.0201445 0.0157403 0.0300226 0.0496585 0.0605286
threshold=0.0015349716995842757 0.0013146653072908523 0.019431582652032379 0.0005893622583243997 0.001792412775103003 0.0020292587578296666 0.001792412775103003 0.007706565549597145 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -5 -1 -7 -8 -9
right_child=1 3 -4 4 -6 6 7 8 -10
leaf_value=3.4947848175705407e-05 0.0001848526982214033 0.00052059062241559902 -0.002207406796269417 -0.0011194871590545991 0.00014089336070544409 0.00020055837856601855 -0.00054138662001701216 -0.000450357438104718 0.00058601893620012589
leaf_weight=6180.659940123558 56.894794344902039 472.22290015220642 36.238690495491028 56.991223454475403 229.4350118637085 672.80703735351562 1042.4244220256805 393.20188391208649 419.12436318397522
leaf_count=3271 29 163 31 34 93 310 518 179 152
internal_value=0 0.000170094 -0.000745987 0.000282555 -0.000109889 -1.66375e-05 -0.00014278 -0.000267325 8.43669e-05
internal_weight=0 851.783 93.1335 758.649 286.426 8708.22 2527.56 1854.75 812.326
internal_count=4780 350 60 290 127 4430 1159 849 331
is_linear=0
shrinkage=0.06


Tree=1424
num_leaves=10
num_cat=0
split_feature=109 23 114 60 139 105 128 144 140
split_gain=0.00713693 0.0219604 0.0356925 0.0228683 0.0379024 0.0643822 0.0890005 0.0446827 0.0453396
threshold=0.014740333426743748 0.094028618186712279 0.0005893622583243997 0.0017376682371832433 0.00093549740267917525 0.0025217677466571335 0.0048403022810816774 0.0014881226234138014 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -6 8 -7
right_child=-2 2 -4 4 5 7 -8 -9 -10
leaf_value=-0.0001268644816430653 9.9037262910424558e-05 0.0016952389917081984 -0.00063310733315919115 0.00018500361548275457 -0.0041413550410354071 -0.00034930730327972868 -2.0465185496441007e-05 0.00024297019088655077 -0.0029759737578625186
leaf_weight=4377.3685131072998 2056.1062391996384 64.981295347213745 37.311251401901245 2499.5019460916519 36.238690495491028 78.816317319869995 39.359944105148315 336.51178848743439 33.8042813539505
leaf_count=2348 1036 31 27 1135 31 33 14 101 24
internal_value=0 -2.71367e-05 0.000845974 -3.92034e-05 8.768e-05 -0.000375911 -0.00199584 -0.000103242 -0.00113773
internal_weight=0 7503.89 102.293 7401.6 3024.23 524.731 75.5986 449.132 112.621
internal_count=4780 3744 58 3686 1338 203 45 158 57
is_linear=0
shrinkage=0.06


Tree=1425
num_leaves=10
num_cat=0
split_feature=75 95 99 129 97 70 128 95 145
split_gain=0.00749718 0.0215786 0.025007 0.0221978 0.0440329 0.0275468 0.0277607 0.0219266 0.028999
threshold=0.013860232196748258 0.00017767510871635753 0.0030382014811038975 0.007706565549597145 0.00057154725072905432 0.0019071503775194289 0.004017772153019906 0.00066645268816500913 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -3 -7 -9
right_child=1 3 -4 4 -6 7 -8 8 -10
leaf_value=-2.110231856247155e-05 -7.4109531138898628e-05 0.0013842727809543203 -0.0015759645305939037 -0.0014698892467643833 0.00021286215543390356 0.00092190892247685579 0.00032356240417392578 -0.0010934155832714252 0.00080432083640968508
leaf_weight=8257.530552983284 282.82283616065979 173.51634931564331 46.470313310623169 66.246714472770691 361.25343704223633 57.774497032165527 181.98856675624847 89.530085682868958 42.86691415309906
leaf_count=4251 119 55 25 37 132 15 77 52 17
internal_value=0 0.000133787 -0.000286053 0.000275848 -4.79021e-05 0.000529483 0.000841278 -5.33835e-05 -0.000478975
internal_weight=0 1302.47 329.293 973.177 427.5 545.676 355.505 190.171 132.397
internal_count=4780 529 144 385 169 216 132 84 69
is_linear=0
shrinkage=0.06


Tree=1426
num_leaves=10
num_cat=0
split_feature=142 143 108 109 27 14 38 108 46
split_gain=0.00741823 0.0203431 0.0450276 0.0464501 0.0342663 0.0376494 0.0572882 0.0938908 0.0323287
threshold=0.021960759535431865 0.016668972559273246 0.0011615398107096555 0.029773407615721229 0.0070226341485977182 0.00093549740267917525 0.00085274505545385193 0.0068083447404205808 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 -7
right_child=-2 2 3 -5 -6 8 -8 -9 -10
leaf_value=1.1223102206050891e-05 0.00014525464557496725 0.00048927214124230563 -0.0042802659649338074 0.00064880362099062241 0.00015526955064475932 0.00023193864075750061 -0.0001496759176030827 -0.0010092074833932196 -0.0012286856141675484
leaf_weight=7626.8189969062805 1117.745609998703 195.72715961933136 53.773540735244751 97.327299356460571 111.25875043869019 110.0897604227066 62.546886205673218 76.574766397476196 108.1374968290329
leaf_count=3918 489 74 46 39 46 45 24 36 63
internal_value=0 -1.92316e-05 -0.000304076 -0.000554645 -0.000778865 -0.00103166 -0.00164238 -0.00235864 -0.00049184
internal_weight=0 8442.25 815.436 619.709 522.381 411.122 192.895 130.348 218.227
internal_count=4780 4291 373 299 260 214 106 82 108
is_linear=0
shrinkage=0.06


Tree=1427
num_leaves=10
num_cat=0
split_feature=117 52 36 4 92 54 1 138 26
split_gain=0.00742832 0.0293976 0.0353375 0.0341444 0.059611 0.0354042 0.0348416 0.0565231 0.0342325
threshold=0.016668972559273246 0.0042751494329422721 0.0026833302108570938 0.0021592099219560628 0.021960759535431865 0.0062037324532866487 0.0027679565828293566 0.00057154725072905432 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 8 -5 -8 -2
right_child=1 2 -4 6 -6 -7 7 -9 -10
leaf_value=-2.838507330403342e-05 -0.00085075272648024399 -6.4565150013568085e-05 -0.0016059085607330217 0.00031067402440615102 0.0011128646415717548 0.00035578475852189633 0.0026815102628129409 0.00023416012309174 0.00032406312233724356
leaf_weight=7422.1611557006836 296.74244654178619 842.02130234241486 57.184081673622131 212.57516539096832 166.88812565803528 298.21256458759308 72.778509020805359 63.715876221656799 127.72103977203369
leaf_count=3679 185 440 44 113 69 142 18 25 65
internal_value=0 9.85475e-05 -0.000162585 0.000288121 9.07845e-05 -0.000145245 0.00079101 0.00153908 -0.000497251
internal_weight=0 2137.84 899.205 1238.63 889.564 722.676 349.07 136.494 424.463
internal_count=4780 1101 484 617 461 392 156 43 250
is_linear=0
shrinkage=0.06


Tree=1428
num_leaves=10
num_cat=0
split_feature=34 70 59 142 99 67 35 72 17
split_gain=0.00693792 0.0555532 0.0437651 0.0346943 0.033383 0.0510197 0.0676778 0.0505483 0.045924
threshold=0.0010263677686452868 0.0022272822679951791 0.0030382014811038975 0.0011980500421486797 0.0016846025246195497 0.00044738779251929378 0.0014427106943912806 0.0012357163941487672 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 -6 -8 -7
right_child=-2 2 -4 -5 5 8 7 -9 -10
leaf_value=0.00018721874269842073 -2.3080653028853617e-05 0.00057427355586454605 -0.00031138095056883165 0.0023259323883790179 -0.00045354558195406569 -0.00071562881010558542 -0.0012732555023649767 -0.0047613365798666917 0.00083644858939945432
leaf_weight=898.13282310962677 7940.84252846241 76.574766397476196 67.415704488754272 86.902818322181702 153.82453656196594 128.79360067844391 33.707852244377136 26.886770367622375 146.91886627674103
leaf_count=488 3926 36 38 35 107 61 19 23 47
internal_value=0 0.000113195 0.000974965 0.00150544 -3.01334e-05 -0.000428416 -0.00112258 -0.00282097 0.000111426
internal_weight=0 1619.16 230.893 163.478 1388.26 490.132 214.419 60.5946 275.712
internal_count=4780 854 109 71 745 257 149 42 108
is_linear=0
shrinkage=0.06


Tree=1429
num_leaves=10
num_cat=0
split_feature=72 7 75 108 146 117 0 145 150
split_gain=0.00701471 0.0333032 0.0326133 0.0471314 0.0434445 0.0615366 0.0830316 0.0497714 0.0354059
threshold=0.0054799309000372895 0.032603342086076743 0.0048403022810816774 0.0011615398107096555 0.0046923852059990176 0.0063990866765379914 0.0051502294372767219 0.0018488886416889729 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 6 -6 -5 -7
right_child=-2 -3 3 4 5 8 -8 -9 -10
leaf_value=4.5613197729396594e-06 5.9566650883300177e-05 0.0015584134582318091 0.00015077624700644273 -0.0019434585528611209 -0.0048196773497494131 0.0010351908217976203 -0.0013074126361699123 0.00026913354325166464 -0.0010397057008433223
leaf_weight=4600.6337654590607 4079.8292487859726 46.27745509147644 332.22154486179352 45.59061062335968 33.900710463523865 40.432505011558533 84.950554728507996 185.59196591377258 110.57190597057343
leaf_count=2598 1764 15 117 39 29 10 53 85 70
internal_value=0 -4.43457e-05 -5.79955e-05 -0.000403387 -0.000770834 -0.00128796 -0.00230924 -0.000167203 -0.000484137
internal_weight=0 5480.17 5433.89 833.26 501.038 269.856 118.851 231.183 151.004
internal_count=4780 3016 3001 403 286 162 82 124 80
is_linear=0
shrinkage=0.06


Tree=1430
num_leaves=10
num_cat=0
split_feature=91 54 147 136 23 110 19 137 31
split_gain=0.00796309 0.0262243 0.0393299 0.0189667 0.0222738 0.0158148 0.0174302 0.0119389 0.0278263
threshold=0.0095705352723598498 0.0084566329605877417 0.00068727668258361529 0.00082683752407319855 0.0081988852471113222 0.00085274505545385193 0.0063990866765379914 0.000490355829242617 0.079227816313505187
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 3 -3 4 -2 -5 -7 -1 -9
right_child=1 2 -4 5 -6 6 -8 8 -10
leaf_value=-6.7119952327452444e-05 -7.7765539673808881e-05 0.00062997768921563768 -0.0017888591858071664 0.00057977234990842558 0.0012244224319425492 0.00018798964329623082 -0.0010115450292399256 3.0791946334726033e-05 0.00074228777432283611
leaf_weight=5670.5708953142166 69.753684520721436 44.132333278656006 53.580682516098022 130.15544891357422 146.82243716716766 110.3790477514267 72.091664552688599 3050.9031985998154 211.61087429523468
leaf_count=2933 40 23 36 72 42 60 42 1469 63
internal_value=0 0.000206709 -0.000696385 0.000373458 0.000805021 7.44873e-05 -0.00028593 -1.45066e-05 7.69405e-05
internal_weight=0 626.915 97.713 529.202 216.576 312.626 182.471 8933.08 3262.51
internal_count=4780 315 59 256 82 174 102 4465 1532
is_linear=0
shrinkage=0.06


Tree=1431
num_leaves=10
num_cat=0
split_feature=58 149 43 122 92 21 51 146 63
split_gain=0.00709801 0.0169449 0.0208082 0.0140383 0.0125464 0.0173162 0.0146093 0.01668 0.0137625
threshold=0.029773407615721229 0.000490355829242617 0.066585760563611998 0.0022975050378590827 0.021960759535431865 0.0015833032084628942 0.00066645268816500913 0.0028552538715302949 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 8 -7 -8 -3
right_child=1 2 -4 -5 -6 6 7 -9 -10
leaf_value=-1.3175984304972656e-05 -0.0012357748568062978 -9.2610926858558934e-05 -0.00063140674357277165 -0.00073105706239284839 0.0013381029670629391 -0.0011059714464788976 0.00089460608438427349 -0.0003760000616236222 0.0010668679846456287
leaf_weight=8976.9398548603058 28.055760383605957 48.904722452163696 78.225901961326599 35.069700479507446 58.06378436088562 36.238690495491028 71.89880633354187 77.056911945343018 149.54613363742828
leaf_count=4414 24 32 62 30 30 31 32 61 64
internal_value=0 0.000202861 0.000275584 0.000424396 0.000516134 0.000391731 -2.55475e-05 0.000237303 0.000781135
internal_weight=0 583.06 555.005 476.779 441.709 383.645 185.194 148.956 198.451
internal_count=4780 366 342 280 250 220 124 93 96
is_linear=0
shrinkage=0.06


Tree=1432
num_leaves=10
num_cat=0
split_feature=108 100 95 121 51 83 94 38 18
split_gain=0.00700454 0.01187 0.0479753 0.0445372 0.0307654 0.0339846 0.0324273 0.0274763 0.0225377
threshold=0.028884131461381916 0.010829726699739696 0.00244467705488205 0.00087947337306104611 0.00080172589514404546 0.016164712607860569 0.0005375427135732026 0.0026012937305495147 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 8 -5
right_child=-2 2 3 7 -6 -7 -8 -9 -10
leaf_value=-4.2254074707956759e-05 0.00018527936201162562 -0.00040831994416899633 0.0017134993185757609 0.00032933263080911111 -0.00044609932761002281 -0.00056363107744617261 0.001368863785869036 0.0015600151538943125 -0.0010101949851877409
leaf_weight=7633.0005971193314 682.14711678028107 52.411692500114441 104.14838123321533 292.5604727268219 466.93284332752228 94.398903965950012 125.38305974006653 55.532946109771729 53.484253406524658
leaf_count=3702 377 35 35 147 306 66 63 18 31
internal_value=0 -1.42363e-05 0.000157559 0.00060786 -0.000150547 0.000356457 0.000844972 0.000321115 0.000122297
internal_weight=0 8877.85 1244.85 505.726 739.126 272.194 177.795 401.578 346.045
internal_count=4780 4403 701 231 470 164 98 196 178
is_linear=0
shrinkage=0.06


Tree=1433
num_leaves=10
num_cat=0
split_feature=39 144 35 125 122 112 150 70 81
split_gain=0.00719725 0.0324805 0.0405053 0.0438267 0.0496338 0.048031 0.0829845 0.0874655 0.103584
threshold=0.0012745757703669371 0.0053125319536775359 0.0081988852471113222 0.086341444402933135 0.00099512818269431613 0.00037263428384903824 0.0013560238294303419 0.0016331639490090313 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -9
right_child=1 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=6.7377637590000913e-05 0.00037226241239144802 0.00019978750500454796 0.00021173601388164786 -0.0020230378619095308 0.00021057219118877709 -4.9184041530439266e-05 -0.00096933356878529887 -0.0036577928704515515 -0.00012751856736076223
leaf_weight=3573.8037707805634 450.39780628681183 1515.8281528949738 1014.4769314527512 47.832161545753479 826.35412728786469 1214.8563697338104 786.39192712306976 46.663171529769897 83.395848274230957
leaf_count=2054 164 623 440 36 343 636 417 35 32
internal_value=0 -4.02249e-05 -0.000121609 -0.000219463 -0.00019415 -0.000323693 -0.000567677 -2.35204e-05 -0.00139413
internal_weight=0 5986.2 4470.37 3455.89 3408.06 2581.71 1366.85 580.457 130.059
internal_count=4780 2726 2103 1663 1627 1284 648 231 67
is_linear=0
shrinkage=0.06


Tree=1434
num_leaves=10
num_cat=0
split_feature=129 133 8 14 32 19 32 23 23
split_gain=0.0071418 0.0305141 0.0419477 0.0379278 0.0434734 0.0506216 0.0447065 0.071927 0.0506522
threshold=0.00093549740267917525 0.0079489401541650313 0.022641776129603389 0.0054799309000372895 0.0015833032084628942 0.02129978779703379 0.0020932231564074759 0.012636432424187662 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 7 -6 -8
right_child=1 3 -4 -5 6 -7 8 -9 -10
leaf_value=5.6890462309869592e-05 -0.00017788205952506858 0.0010574173652607719 0.0011249231273361667 -0.00042050304032006057 -0.0027868516824176215 -0.00061056522630918882 0.00073152674876447645 0.00019566566647525075 -0.00027393255381235351
leaf_weight=4338.6598913669586 3504.3258293867111 387.75449097156525 91.289491057395935 316.91640484333038 49.001151561737061 78.816317319869995 363.39855885505676 71.705948114395142 358.13218343257904
leaf_count=2487 1611 135 24 158 37 33 124 22 149
internal_value=0 -4.7273e-05 -0.000144805 0.000168438 0.000311045 0.00077565 5.36703e-05 -0.00101509 0.000232466
internal_weight=0 5221.34 3595.62 1625.73 1308.81 466.571 842.238 120.707 721.531
internal_count=4780 2293 1635 658 500 168 332 59 273
is_linear=0
shrinkage=0.06


Tree=1435
num_leaves=10
num_cat=0
split_feature=91 147 110 12 88 137 82 146 44
split_gain=0.00727093 0.0251586 0.0243134 0.020946 0.0184108 0.01496 0.0443668 0.0122056 0.011739
threshold=0.0095705352723598498 0.0045489775948226461 0.002945306478068233 0.0022272822679951791 0.0017376682371832433 0.00085274505545385193 0.00096484774257987748 0.0063990866765379914 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 4 5 -3 7 -7 -2 -9
right_child=1 2 -4 -5 -6 6 -8 8 -10
leaf_value=-1.3861844114232973e-05 -4.9296064820577261e-05 -0.0004892547693582807 0.00039883750942737233 0.0012490955234741245 -0.0022683607050232794 0.00069902384985477445 -0.0016523832006317106 0.0015777107140732111 0.00045883833219636724
leaf_weight=8933.0849682092667 93.133484840393066 67.319275379180908 74.043928146362305 90.313359260559082 30.39374041557312 66.053856253623962 51.339131593704224 49.880854249000549 104.43766856193542
leaf_count=4465 60 33 24 33 26 27 39 23 50
internal_value=0 0.000197521 -0.000421227 0.00043101 -0.00104265 0.000228502 -0.00032931 0.000493132 0.000820495
internal_weight=0 626.915 171.757 455.158 97.713 364.845 117.393 247.452 154.319
internal_count=4780 315 83 232 59 199 66 133 73
is_linear=0
shrinkage=0.06


Tree=1436
num_leaves=10
num_cat=0
split_feature=70 31 81 112 142 148 109 0 76
split_gain=0.00699668 0.0118028 0.0125914 0.0193357 0.00966322 0.0209526 0.0302223 0.0468243 0.0523971
threshold=0.017188700847327713 0.02636832278221846 0.013860232196748258 0.0014881226234138014 0.021960759535431865 0.014740333426743748 0.0092791137285530585 0.0098710241727530974 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 6 -6 8 -8
right_child=1 -3 3 -5 5 -7 7 -9 -10
leaf_value=-3.7724779236077506e-05 -4.1986455746828969e-05 0.0011076662769337923 0.00010625381190988417 0.0014466830324570113 0.00036861002015321304 0.00060422051068527178 -0.0014016394014795455 0.00078684268897897798 0.00018902777943939779
leaf_weight=7783.8730568885803 478.44172596931458 46.373884201049805 116.03113961219788 58.160213470458984 398.66111755371094 276.59216964244843 177.01147866249084 96.061880230903625 128.79360067844391
leaf_count=3954 247 20 55 35 164 94 117 33 61
internal_value=0 0.000182755 0.000117034 0.000553806 -1.44168e-05 0.00015402 -1.52977e-06 -0.000368717 -0.00073171
internal_weight=0 699.007 652.633 174.191 8860.99 1077.12 800.528 401.867 305.805
internal_count=4780 357 337 90 4423 469 375 211 178
is_linear=0
shrinkage=0.06


Tree=1437
num_leaves=10
num_cat=0
split_feature=117 83 140 127 34 148 39 34 150
split_gain=0.00678917 0.0127651 0.0154865 0.024445 0.0126406 0.0143701 0.0121839 0.0126552 0.0238408
threshold=0.04673989117145539 0.0032328735105693345 0.02636832278221846 0.0036604277556762104 0.0018488886416889729 0.0028552538715302949 0.00244467705488205 0.021960759535431865 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 -4 -6 -3 8 -8
right_child=1 2 3 -5 5 -7 7 -9 -10
leaf_value=-1.4116792931420182e-05 -0.00056721139788431705 0.0006887708975948678 0.00020107566869134857 0.0010631826741640074 -0.00026145830851438158 -0.0019429976794117867 0.00058505734237024266 0.00087692664995516379 -0.00098577538674318277
leaf_weight=8868.6940882205963 73.357083678245544 280.87057256698608 36.142261385917664 37.118393182754517 33.900710463523865 39.745660543441772 67.12641716003418 50.856986045837402 72.188093662261963
leaf_count=4405 48 137 26 17 29 34 23 14 47
internal_value=0 0.000181103 0.000269936 -0.000267914 -0.000717943 -0.00116896 0.000437678 6.68313e-05 -0.000228895
internal_weight=0 691.306 617.949 146.907 109.789 73.6464 471.042 190.171 139.315
internal_count=4780 375 327 106 89 63 221 84 70
is_linear=0
shrinkage=0.06


Tree=1438
num_leaves=10
num_cat=0
split_feature=52 142 148 110 58 148 88 29 47
split_gain=0.00719815 0.0153154 0.0266393 0.0247831 0.0308842 0.0333864 0.0323077 0.0240056 0.021658
threshold=0.00047558375808876013 0.00052132029668428015 0.020035739988088611 0.0016846025246195497 0.0031340263085439806 0.0079489401541650313 0.014293605927377941 0.00017767510871635753 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -3 -6
right_child=1 7 -4 -5 6 -7 -8 -9 -10
leaf_value=0.00013838672150562876 -0.00089645189059239143 -0.0011364262418025401 0.00044708039188601911 0.00053172562988451871 -0.0019872543171152463 -0.0029426742520944232 0.0011879666390120231 1.0565020356930376e-05 -0.00024129712340435549
leaf_weight=1185.3423320055008 113.00631511211395 66.246714472770691 118.17626142501831 60.498193502426147 35.069700479507446 38.480241417884827 42.770485043525696 7805.9146903753281 94.495333075523376
leaf_count=596 77 37 47 37 30 28 12 3845 71
internal_value=0 -1.95871e-05 -0.00034074 -0.00058299 -0.000791248 -0.00141623 -0.000241877 9.12728e-07 -0.00071388
internal_weight=0 8374.66 502.497 384.32 323.822 151.487 172.336 7872.16 129.565
internal_count=4780 4184 302 255 218 105 113 3882 101
is_linear=0
shrinkage=0.06


Tree=1439
num_leaves=10
num_cat=0
split_feature=124 11 142 55 59 148 70 49 148
split_gain=0.0072139 0.012442 0.0203187 0.0180034 0.0167719 0.016721 0.0195016 0.0211715 0.0333927
threshold=0.028884131461381916 0.0054799309000372895 0.011519505176693203 0.00037263428384903824 0.013032016810029747 0.010180860292166473 0.0041444667149335155 0.0027679565828293566 0.032603342086076743
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -3 -5 -2 7 8 -7
right_child=1 3 -4 4 -6 6 -8 -9 -10
leaf_value=-1.6006199154666305e-05 0.00044676759214469101 0.00025846948811754383 0.0012654512919201167 -0.0017374681208277684 -3.7809098608370394e-05 -0.0019093609139858789 0.00068114265463740497 0.00072226536975767905 2.9711545813802149e-05
leaf_weight=8736.0923894643784 336.40351867675781 107.84820950031281 69.560826301574707 43.156201481819153 40.528934121131897 63.029031753540039 62.546886205673218 35.949403166770935 64.884866237640381
leaf_count=4385 155 48 30 32 15 49 24 16 26
internal_value=0 0.000169718 0.000298037 -0.000253948 -0.000914319 0.00017847 -0.000220171 -0.000564204 -0.000925758
internal_weight=0 823.908 632.375 191.533 83.6851 562.814 226.41 163.863 127.914
internal_count=4780 395 300 95 47 270 115 91 75
is_linear=0
shrinkage=0.06


Tree=1440
num_leaves=10
num_cat=0
split_feature=41 80 51 69 103 92 123 89 71
split_gain=0.00688855 0.0271945 0.0414233 0.041816 0.0384762 0.0357654 0.036387 0.0350423 0.0292457
threshold=0.00040826165059115743 0.0054799309000372895 0.0049928687512874612 0.014293605927377941 0.00042089859198313212 0.021960759535431865 0.0010263677686452868 0.0015349716995842757 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 4 7 8 -2 -7 -4 -3
right_child=1 2 3 -5 -6 6 -8 -9 -10
leaf_value=-2.3418207507681944e-05 0.00040283427686476438 -0.00061772070146173667 -0.0030513306401927925 0.00027663858480089928 -0.001185757927716916 -0.0015691777033335853 0.00014923349335590048 -0.00069162326891416528 0.00081393125147497978
leaf_weight=7891.6011558771133 1013.6090694665909 70.633387207984924 46.663171529769897 48.519006013870239 67.415704488754272 71.019103646278381 118.17626142501831 44.035904169082642 188.32750308513641
leaf_count=4115 395 26 35 12 38 46 47 18 48
internal_value=0 0.000110769 -0.000278576 -0.0011451 9.10458e-05 0.000261481 -0.000495814 -0.00190565 0.000423438
internal_weight=0 1668.4 465.595 139.218 326.377 1202.8 189.195 90.6991 258.961
internal_count=4780 665 177 65 112 488 93 53 74
is_linear=0
shrinkage=0.06


Tree=1441
num_leaves=10
num_cat=0
split_feature=5 44 50 125 101 33 69 121 39
split_gain=0.00675493 0.0174627 0.014256 0.0116911 0.0108654 0.00961157 0.0095601 0.00882523 0.0195918
threshold=0.033603202551603324 0.0028552538715302949 0.0045489775948226461 0.0020292587578296666 0.0026012937305495147 0.00077738583786413084 0.00073092587990686308 0.029773407615721229 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 6 4 -3 -4 -2 -1 -9
right_child=1 3 5 -5 -6 -7 -8 8 -10
leaf_value=-2.3314781297239918e-05 -0.00045931499782010302 0.0008128977324414619 0.0017644333026286374 -0.0012467197901046652 -0.00038820288105215439 0.00061771894451257889 0.00068254757559645595 -0.00029278666097858796 0.00054280433439842348
leaf_weight=8749.3606774806976 53.580682516098022 41.890782356262207 44.132333278656006 32.635291337966919 76.864053726196289 65.174153566360474 52.025976061820984 155.28281390666962 289.05350267887115
leaf_count=4298 36 26 23 23 51 41 15 123 144
internal_value=0 0.000252672 0.000600371 -0.000240921 3.54855e-05 0.0010807 0.000103211 -1.00672e-05 0.000250789
internal_weight=0 366.303 214.913 151.39 118.755 109.306 105.607 9193.7 444.336
internal_count=4780 215 115 100 77 64 51 4565 267
is_linear=0
shrinkage=0.06


Tree=1442
num_leaves=10
num_cat=0
split_feature=28 67 50 150 124 92 70 24 75
split_gain=0.00700591 0.0260589 0.0364489 0.0423197 0.0386967 0.0369218 0.0357717 0.0330875 0.0305645
threshold=0.0026012937305495147 0.00087947337306104611 0.0033348383149132137 0.0060143163427710542 0.0053125319536775359 0.013860232196748258 0.0019071503775194289 0.0044099434744566688 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 6 -6 -4 -5 -2
right_child=1 -3 3 7 5 -7 -8 -9 -10
leaf_value=-2.9600720321537021e-05 -0.0011664860789296655 -0.00012681865421481687 0.0013190867339507738 -0.0021849419498314658 -0.00055814955644630296 0.00093249476708384389 0.00015662696646926501 8.5663814359028978e-05 7.9821782307598307e-05
leaf_weight=7176.5294604301453 87.384963870048523 1090.9434280395508 341.38060677051544 32.635291337966919 142.72505176067352 102.97939121723175 132.20414161682129 79.105604648590088 374.11232721805573
leaf_count=3700 60 530 115 23 68 34 59 48 143
internal_value=0 8.91265e-05 0.000271393 0.00050883 0.00067759 6.66077e-05 0.000994579 -0.000577494 -0.000156168
internal_weight=0 2383.47 1292.53 831.03 719.289 245.704 473.585 111.741 461.497
internal_count=4780 1080 550 347 276 102 174 71 203
is_linear=0
shrinkage=0.06


Tree=1443
num_leaves=10
num_cat=0
split_feature=72 37 68 70 102 131 102 82 23
split_gain=0.00684192 0.0305887 0.0271801 0.0347824 0.0514013 0.0281993 0.0336811 0.0308923 0.0445618
threshold=0.00082683752407319855 0.037906534969806678 0.0027679565828293566 0.0056525857653468856 0.00082683752407319855 0.0033348383149132137 0.00073092587990686308 0.0012357163941487672 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 8 -8
right_child=-2 -3 -4 4 -6 -7 7 -9 -10
leaf_value=-4.4842715692578723e-05 -2.3826141279528361e-05 0.0012711681065812794 -0.00017552084339658586 0.0025650605401775 -0.00021665510306145323 -0.0012650465040414287 -2.3903953054556069e-05 -0.00023969377136713157 0.0021474424108520094
leaf_weight=419.38996911048889 7833.9095437526703 77.743756413459778 875.8983314037323 55.725804328918457 41.890782356262207 46.566742420196533 53.387824296951294 61.667183518409729 93.820329308509827
leaf_count=285 3687 37 587 28 26 30 26 38 36
internal_value=0 0.000108136 5.32815e-05 0.000312726 0.00137133 0.000159596 0.00026519 0.000887689 0.00135996
internal_weight=0 1726.09 1648.35 772.449 97.6166 674.832 628.265 208.875 147.208
internal_count=4780 1093 1056 469 54 415 385 100 62
is_linear=0
shrinkage=0.06


Tree=1444
num_leaves=10
num_cat=0
split_feature=24 50 71 129 142 47 73 15 59
split_gain=0.00714352 0.0216878 0.0305232 0.0342494 0.0265626 0.032716 0.0319607 0.031193 0.029129
threshold=0.00047558375808876013 0.0013986918493174019 0.00017767510871635753 0.00017767510871635753 0.0028552538715302949 0.016164712607860569 0.016668972559273246 0.019431582652032379 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 -7 -3
right_child=-2 4 3 -5 -6 7 -8 -9 -10
leaf_value=0.0004737703503686437 -2.0935170458876454e-05 -0.00026970699837323996 -0.0012144058409006596 -5.4088078528263232e-05 0.00074471516914966646 0.0017875921346179587 0.00043278784311168319 -0.00014223239072189012 -0.0019874952597841141
leaf_weight=205.46479618549347 8220.6286994218826 90.891933917999268 133.16843271255493 293.24731719493866 334.65595400333405 60.208906173706055 102.97939121723175 60.401764392852783 58.353071689605713
leaf_count=102 4126 63 109 123 124 22 34 32 45
internal_value=0 0.000128493 -0.000126984 -0.000416452 0.000356667 8.35615e-06 -0.000380306 0.000821137 -0.000941342
internal_weight=0 1339.37 631.881 426.416 707.491 372.835 252.224 120.611 149.245
internal_count=4780 654 334 232 320 196 142 54 108
is_linear=0
shrinkage=0.06


Tree=1445
num_leaves=10
num_cat=0
split_feature=76 11 102 138 51 71 76 28 119
split_gain=0.00710759 0.0118783 0.0112716 0.0119319 0.0113174 0.0108783 0.00877025 0.0216536 0.0194342
threshold=0.004017772153019906 0.016668972559273246 0.0010918468469753864 0.0022975050378590827 0.00066645268816500913 0.0092791137285530585 0.00244467705488205 0.00075379351619631063 0.0003614811430452392
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 5 -4 -1 8 -8
right_child=1 -3 3 -5 -6 -7 7 -9 -10
leaf_value=-5.0301568304663435e-08 0.0012058775577400277 0.0012387232089989212 -0.00026998683470839707 0.00085962567457138989 0.00013780047794484333 -0.0018365912922101986 0.00018551716968655127 0.00029786660958327457 -0.0013587481139869196
leaf_weight=9013.7689607143402 31.466301321983337 40.625363230705261 45.59061062335968 46.566742420196533 122.26180613040924 24.548790335655212 43.059772372245789 100.05099582672119 92.060923933982849
leaf_count=4416 22 20 39 30 80 21 27 61 64
internal_value=0 0.000282103 0.000138397 -2.16454e-06 -0.000210743 -0.000818298 -9.48766e-06 -0.000371207 -0.000866627
internal_weight=0 311.06 270.434 238.968 192.401 70.1394 9248.94 235.172 135.121
internal_count=4780 212 192 170 140 60 4568 152 91
is_linear=0
shrinkage=0.06


Tree=1446
num_leaves=10
num_cat=0
split_feature=126 94 84 20 51 133 104 84 108
split_gain=0.0068809 0.0101049 0.00854062 0.0302219 0.0350692 0.0246894 0.0227187 0.0172877 0.037778
threshold=0.0056525857653468856 0.0070226341485977182 0.0048403022810816774 0.000490355829242617 0.00096484774257987748 0.0012745757703669371 0.0042751494329422721 0.0032328735105693345 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 7 5 -5 -4 -6 -1 -9
right_child=1 -3 3 4 6 -7 -8 8 -10
leaf_value=-8.3135928688042344e-06 0.00015448843345349013 0.0012345346584562455 -0.0011467702211697805 0.0015431397251000371 0.00059134417830273883 0.00016833035100380123 -0.0010119428246963937 -0.0020351254267868247 -0.00014437289132184688
leaf_weight=8569.3243743181229 231.26716494560242 36.045832276344299 75.695063710212708 102.97939121723175 105.31737124919891 160.06704378128052 45.59061062335968 47.832161545753479 185.88125324249268
leaf_count=4203 188 21 50 34 36 73 39 36 100
internal_value=0 0.000300127 -8.63345e-06 0.000235259 0.0006895 -0.000253903 0.000106977 -2.21994e-05 -0.000531337
internal_weight=0 267.313 9292.69 489.649 253.887 235.762 150.908 8803.04 233.713
internal_count=4780 209 4571 232 109 123 75 4339 136
is_linear=0
shrinkage=0.06


Tree=1447
num_leaves=10
num_cat=0
split_feature=112 150 37 9 106 62 106 8 106
split_gain=0.00702992 0.00823187 0.0100783 0.01517 0.0140032 0.0135411 0.010563 0.0118395 0.00949709
threshold=0.0062037324532866487 0.00068727668258361529 0.0014427106943912806 0.00044738779251929378 0.0098710241727530974 0.00064626874518580746 0.0054799309000372895 0.0066005610860884198 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 8 -6 -4 -8 -3
right_child=1 2 6 -5 5 -7 7 -9 -10
leaf_value=-1.3208061421122203e-05 -0.00052484109081052269 0.00017976292576479651 0.00038680247459326535 0.00084139918328788828 -2.1693279224849772e-05 -0.0016510594390445707 -0.0014757281182705196 0.00011459713843734161 0.0012747252036810763
leaf_weight=8968.9497829675674 51.435560703277588 111.74089598655701 59.136345267295837 173.02236306667328 64.198021769523621 25.717780351638794 35.069700479507446 32.44243311882019 38.287383198738098
leaf_count=4417 44 71 26 89 50 22 30 13 18
internal_value=0 0.000200427 0.000269559 0.000413156 0.000104351 -0.000487726 -0.000198672 -0.00071151 0.000459199
internal_weight=0 591.05 539.615 412.966 239.944 89.9158 126.648 67.5121 150.028
internal_count=4780 363 319 250 161 72 69 43 89
is_linear=0
shrinkage=0.06


Tree=1448
num_leaves=10
num_cat=0
split_feature=97 115 94 107 91 54 12 83 81
split_gain=0.00716152 0.0195546 0.0245501 0.0330867 0.00891408 0.0192318 0.021216 0.0151893 0.0187193
threshold=0.04273676127195359 0.0033348383149132137 0.00066645268816500913 0.0012357163941487672 0.0095705352723598498 0.0084566329605877417 0.00075379351619631063 0.014740333426743748 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 7 -7 -6 -9
right_child=1 2 3 -5 5 6 -8 8 -10
leaf_value=-2.4938260423115419e-05 0.0012342056001209503 0.00080180215552101751 -0.0018226263922009121 0.00017615043473605306 9.2414523576342709e-05 0.00018102803858178584 -0.0016347147476848567 0.0012524791005668072 0.00010319923174586899
leaf_weight=8649.3824293613434 62.450457096099854 90.216930150985718 44.22876238822937 91.482349276542664 319.35081398487091 55.725804328918457 39.649231433868408 117.10370051860809 90.409788370132446
leaf_count=4360 19 28 28 34 165 28 29 51 38
internal_value=0 0.000294457 3.46937e-05 -0.000475258 -9.15859e-06 0.000210185 -0.000573811 0.000352107 0.000751759
internal_weight=0 288.378 225.928 135.711 9271.62 622.239 95.375 526.864 207.513
internal_count=4780 109 90 62 4671 311 57 254 89
is_linear=0
shrinkage=0.06


Tree=1449
num_leaves=10
num_cat=0
split_feature=122 62 126 9 141 7 32 63 8
split_gain=0.00676371 0.0110449 0.0137489 0.0145251 0.0239678 0.0112827 0.0135282 0.0109029 0.030606
threshold=0.0048403022810816774 0.0020932231564074759 0.00017767510871635753 0.00080172589514404546 0.0016331639490090313 0.00073092587990686308 0.0010918468469753864 0.00085274505545385193 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 5 4 -4 -2 -7 8 -1
right_child=1 -3 3 -5 -6 6 -8 -9 -10
leaf_value=-1.5615362117885872e-06 0.00042585926251180212 -0.00054010508772895402 0.00016044669142889747 0.00016968175911688521 0.0018200760307806381 -0.0012490931523666464 4.100954339929051e-05 -5.8779864421478889e-05 0.00052873864910889473
leaf_weight=2491.5609405040741 103.26867854595184 63.908734440803528 57.870926141738892 139.02522349357605 68.295407176017761 45.397752404212952 82.32328736782074 6043.4414848089218 464.90783202648163
leaf_count=1379 49 35 20 55 24 29 36 2952 201
internal_value=0 0.000202304 0.000297927 0.000592696 0.00105882 -4.04869e-05 -0.00041755 -1.259e-05 8.18287e-05
internal_weight=0 560.09 496.181 265.192 126.166 230.99 127.721 8999.91 2956.47
internal_count=4780 248 213 99 44 114 65 4532 1580
is_linear=0
shrinkage=0.06


Tree=1450
num_leaves=10
num_cat=0
split_feature=71 121 78 47 20 115 97 132 79
split_gain=0.00727679 0.0273419 0.0286062 0.049538 0.0389763 0.0422319 0.0349008 0.0724304 0.0619059
threshold=0.0048403022810816774 0.016164712607860569 0.0092791137285530585 0.024066280573606495 0.0042751494329422721 0.00044738779251929378 0.00096484774257987748 0.00038414125447161501 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7 -8 -9
right_child=-2 -3 4 -5 -6 6 7 8 -10
leaf_value=0.00031166701515008741 -4.4953162703722695e-05 0.00096912083298424947 -0.0017783500063541331 -0.00054421798156623156 0.00054924828479489623 6.1210241326926167e-05 -0.0025746536411611755 -0.0011681950547173291 0.00010297927335693362
leaf_weight=1738.2373839616776 5502.2972400188446 115.93471050262451 61.763612627983093 283.10028278827667 261.49172854423523 920.17445659637451 55.918662548065186 206.73021531105042 414.35197401046753
leaf_count=769 2971 50 43 193 86 379 38 108 143
internal_value=0 6.09571e-05 3.42463e-05 0.000191795 -0.000131581 -0.000238897 -0.000179366 -0.000506355 -0.000320137
internal_weight=0 4057.7 3941.77 2021.34 1920.43 1658.94 1597.18 677.001 621.082
internal_count=4780 1809 1759 962 797 711 668 289 251
is_linear=0
shrinkage=0.06


Tree=1451
num_leaves=10
num_cat=0
split_feature=118 131 42 149 78 8 97 135 150
split_gain=0.00663226 0.0361682 0.0393683 0.100872 0.0500265 0.0374204 0.0492791 0.0330079 0.0395136
threshold=0.00037263428384903824 0.028884131461381916 0.0058306583669036635 0.0084566329605877417 0.023343417793512348 0.004017772153019906 0.0014427106943912806 0.02129978779703379 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 7 4 -4 5 -3 -7 -2 -9
right_child=1 2 3 -5 -6 6 -8 8 -10
leaf_value=6.163874047868852e-05 -2.4265569537670147e-05 7.0048193729837081e-05 -0.0032649980217382166 0.0010561166156272948 0.00061834223446786301 -0.003285076891573323 -0.00063402791227779173 0.0020305605636352854 3.7048300250467272e-05
leaf_weight=3791.7654221057892 5219.256160736084 79.985307335853577 54.942530751228333 30.104453086853027 130.74586427211761 40.81822144985199 66.150285363197327 62.546886205673218 83.68513560295105
leaf_count=2029 2483 34 47 11 43 30 32 24 47
internal_value=0 -4.05184e-05 -0.000588899 -0.00173543 -0.000281976 -0.000911612 -0.00164564 6.44379e-07 0.000889721
internal_weight=0 5768.23 402.747 85.047 317.7 186.954 106.969 5365.49 146.232
internal_count=4780 2751 197 58 139 96 62 2554 71
is_linear=0
shrinkage=0.06


Tree=1452
num_leaves=10
num_cat=0
split_feature=102 8 14 67 108 34 116 58 74
split_gain=0.00672233 0.0255188 0.0429736 0.049708 0.0248139 0.0388329 0.0354001 0.0258546 0.0256894
threshold=0.00899649551138282 0.000490355829242617 0.007706565549597145 0.00066645268816500913 0.00093549740267917525 0.0041444667149335155 0.012636432424187662 0.00046126570669002836 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 7 -6 -8
right_child=1 4 -4 -5 6 -7 8 -9 -10
leaf_value=-2.0674824662707254e-05 -0.00051594066321338915 0.00017538450961367865 0.001076717367856231 -0.0034360112567606987 0.001271362063270482 -0.0020602915801205299 -0.00078460800663353542 0.00034591667558555721 0.00086214826496532862
leaf_weight=8178.9307752847672 114.07887601852417 83.395848274230957 45.108465075492859 25.717780351638794 127.14246511459351 42.083640575408936 151.19726920127869 748.3092428445816 44.035904169082642
leaf_count=4110 73 32 14 22 35 36 90 350 18
internal_value=0 0.00012244 -0.000533546 -0.00105313 0.000223843 -0.000574422 0.000317397 0.00048032 -0.000413173
internal_weight=0 1381.07 184.905 139.797 1196.16 125.479 1070.68 875.452 195.233
internal_count=4780 670 109 95 561 68 493 385 108
is_linear=0
shrinkage=0.06


Tree=1453
num_leaves=10
num_cat=0
split_feature=109 70 149 100 31 143 35 37 131
split_gain=0.0072822 0.0194229 0.0562834 0.0470845 0.0400907 0.0378399 0.0362383 0.0380871 0.0728376
threshold=0.014740333426743748 0.00073092587990686308 0.00060774214216507982 0.00085274505545385193 0.00093549740267917525 0.0034400182776153092 0.011169348377734424 0.00017767510871635753 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 -4 -9
right_child=1 3 6 4 -6 -7 -8 8 -10
leaf_value=-2.7411508285656866e-05 0.00045924234639558057 -0.001084971306959945 -0.0013091217982087553 -0.00033246013394642836 -4.0709524133160707e-05 0.00086437274645934483 0.0010953373492653684 0.00096929826136772494 -0.0014198656975612527
leaf_weight=7503.8940277099609 324.4243311882019 89.626514792442322 211.98475003242493 115.24786603450775 544.01343667507172 544.01343667507172 41.890782356262207 99.761708498001099 85.143412947654724
leaf_count=3744 130 57 142 74 249 249 26 46 63
internal_value=0 0.00010004 -0.00013998 0.000241725 0.000340544 0.00065515 -0.000583031 -0.000760179 -0.000130842
internal_weight=0 2056.11 763.205 1292.9 1203.27 659.261 438.781 396.89 184.905
internal_count=4780 1036 407 629 572 323 277 251 109
is_linear=0
shrinkage=0.06


Tree=1454
num_leaves=10
num_cat=0
split_feature=71 105 83 21 92 92 84 68 127
split_gain=0.00665981 0.0161374 0.0210951 0.021803 0.0166179 0.0130635 0.0118329 0.0113367 0.0110691
threshold=0.15819545835256579 0.00017767510871635753 0.0081988852471113222 0.00057154725072905432 0.0092791137285530585 0.055838862434029586 0.00077738583786413084 0.0051502294372767219 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 8 7 -5 -2
right_child=1 2 3 6 -6 -7 -8 -9 -10
leaf_value=-1.050350200849369e-05 -0.0011222987561542151 0.0010326537416235242 -3.0172460635892204e-05 0.00078117963321355387 -0.0021778747411100299 0.00095456982423883479 0.001375047362007466 -0.00096913504058486 0.000160577022419471
leaf_weight=9157.1690162420273 61.956470847129822 134.63855075836182 29.128321290016174 29.128321290016174 23.379800319671631 23.283371210098267 37.021964073181152 24.548790335655212 39.745660543441772
leaf_count=4519 53 66 20 20 20 15 12 21 34
internal_value=0 0.000238766 0.000493469 -1.34549e-05 -0.00098646 -0.000327445 0.000549844 -1.93125e-05 -0.000620945
internal_weight=0 402.831 277.846 143.207 52.5081 124.986 90.6991 53.6771 101.702
internal_count=4780 261 159 93 40 102 53 41 87
is_linear=0
shrinkage=0.06


Tree=1455
num_leaves=10
num_cat=0
split_feature=39 97 39 122 89 94 77 37 128
split_gain=0.00701875 0.0261842 0.0243603 0.0284332 0.0452141 0.0545849 0.0556776 0.0380871 0.0356409
threshold=0.028884131461381916 0.0030382014811038975 0.016668972559273246 0.000490355829242617 0.0017376682371832433 0.0019672545604407792 0.010500331409275534 0.00050559637020342063 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 7 8 -4 -7
right_child=1 -3 3 -5 -6 6 -8 -9 -10
leaf_value=1.1161264669126659e-05 -1.9285778845981953e-05 0.00095457260153662237 -0.0015373226705625489 5.4694357073752614e-05 0.00052525636836368243 -0.001861895522190861 3.5187199429703024e-05 0.00080955229062521894 -0.0045450372267391778
leaf_weight=8500.8005868196487 428.76557064056396 129.3840160369873 47.735732436180115 238.59407377243042 64.788437128067017 36.238690495491028 26.597483038902283 52.025976061820984 35.069700479507446
leaf_count=4346 175 32 31 91 21 31 8 15 30
internal_value=0 0.000206463 -1.28015e-05 -0.000419353 -0.000850302 -0.00130116 -0.00230762 -0.000313422 -0.00318147
internal_weight=0 558.15 9001.85 501.05 262.456 197.668 97.9059 99.7617 71.3084
internal_count=4780 207 4573 227 136 115 69 46 61
is_linear=0
shrinkage=0.06


Tree=1456
num_leaves=10
num_cat=0
split_feature=124 129 28 53 27 144 22 31 65
split_gain=0.00664326 0.0139795 0.0163308 0.0331361 0.0170257 0.0133577 0.0134947 0.0124562 0.0227702
threshold=0.028884131461381916 0.019431582652032379 0.0012357163941487672 0.0014881226234138014 0.0060143163427710542 0.0011261500185355546 0.0017376682371832433 0.0010918468469753864 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -4 -2 7 8 -7
right_child=1 2 4 -5 -6 6 -8 -9 -10
leaf_value=-1.5360086387948944e-05 0.0010533963958413667 9.0909678845611282e-05 0.00061428804744597895 -0.0021809481587176599 -0.00059794312681889325 -0.00071983554560333556 0.0011868651969263965 0.00051208834345488363 0.00040991785422080551
leaf_weight=8736.0923894643784 80.081736445426941 57.870926141738892 109.89690220355988 38.480241417884827 67.222846269607544 128.10675621032715 46.373884201049805 167.08098387718201 128.79360067844391
leaf_count=4385 39 20 35 28 28 85 20 79 61
internal_value=0 0.000162867 -0.000187769 -0.000816413 0.000154206 0.000337071 0.000215111 0.000108824 -0.000153449
internal_weight=0 823.908 273.471 96.3512 177.12 550.437 470.355 423.981 256.9
internal_count=4780 395 111 48 63 284 245 225 146
is_linear=0
shrinkage=0.06


Tree=1457
num_leaves=10
num_cat=0
split_feature=126 99 41 25 117 5 54 40 36
split_gain=0.00679286 0.00882382 0.00820642 0.0297007 0.0557857 0.0205999 0.0600051 0.0525375 0.0314795
threshold=0.0056525857653468856 0.0035485138650983576 0.00040826165059115743 0.00052132029668428015 0.0063990866765379914 0.0066005610860884198 0.0053125319536775359 0.0098710241727530974 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 8 7 -7 -5
right_child=1 -3 3 5 -6 6 -8 -9 -10
leaf_value=-3.4694566758881888e-05 0.00011641917070114347 0.00095191598183588908 0.00030957218410963833 -0.00058159384962415731 -0.0026347442781560586 -0.00035787173565367638 0.00083893437569176963 -0.0032281297175081897 0.00035333599499607905
leaf_weight=7651.174929022789 209.15278375148773 58.160213470458984 55.725804328918457 144.96660268306732 39.649231433868408 62.643315315246582 75.212918162345886 36.238690495491028 1227.0757782459259
leaf_count=3929 174 35 28 65 29 29 25 31 435
internal_value=0 0.000298201 -8.57804e-06 0.000113152 -0.000914437 0.00017654 -0.000438283 -0.00140978 0.000254554
internal_weight=0 267.313 9292.69 1641.51 95.375 1546.14 174.095 98.882 1372.04
internal_count=4780 209 4571 642 57 585 85 60 500
is_linear=0
shrinkage=0.06


Tree=1458
num_leaves=10
num_cat=0
split_feature=58 12 132 24 125 8 46 24 68
split_gain=0.00714665 0.0205477 0.0397394 0.0363585 0.0347475 0.0287733 0.0372572 0.0297477 0.0254916
threshold=0.0053125319536775359 0.0022272822679951791 0.00055427959887310873 0.0054799309000372895 0.015200819820165636 0.0044099434744566688 0.015200819820165636 0.0081988852471113222 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 8 -5 7 -7 -3
right_child=1 2 -4 5 -6 6 -8 -9 -10
leaf_value=-3.3149655222084486e-05 0.00016941197313011231 0.0011799844266468678 -5.3680158518169268e-05 4.1698484864682509e-05 -0.00058557793488644592 -0.0015035791904138228 -0.0020891185895220194 -0.00013202631630350513 1.6979254892547124e-05
leaf_weight=6788.1828505992889 1117.9993752241135 305.81692004203796 527.04532039165497 304.04567396640778 64.005163550376892 75.887921929359436 61.956470847129822 227.86846470832825 87.192105650901794
leaf_count=3117 681 119 323 206 40 60 53 131 50
internal_value=0 8.11835e-05 0.000301372 -4.00176e-05 0.000710831 -0.00038961 -0.00074819 -0.000474683 0.000921963
internal_weight=0 2771.82 984.06 1787.76 457.014 669.759 365.713 303.756 393.009
internal_count=4780 1663 532 1131 209 450 244 191 169
is_linear=0
shrinkage=0.06


Tree=1459
num_leaves=10
num_cat=0
split_feature=109 72 148 150 9 146 98 106 36
split_gain=0.00703315 0.0172821 0.0335127 0.0384156 0.0641872 0.0378922 0.0483947 0.0355341 0.0345434
threshold=0.014740333426743748 0.00082683752407319855 0.0045489775948226461 0.0011615398107096555 0.0011261500185355546 0.0079489401541650313 0.010180860292166473 0.0054799309000372895 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 7 -4 -5
right_child=-2 -3 5 4 -6 -7 -8 -9 -10
leaf_value=-6.0195968184970383e-05 9.8314566702705278e-05 -7.0685163097571125e-05 -0.0028597052164404096 0.00025112438404913454 0.0026861023939002372 0.00078604714259909866 0.00046036603800997974 -0.00072885764156114521 0.0016239130588002553
leaf_weight=569.418248295784 2056.1062391996384 6096.6601322889328 50.266570687294006 477.26089525222778 49.977283358573914 61.474325299263 58.160213470458984 64.101592659950256 76.574766397476196
leaf_count=374 1036 2850 43 305 28 28 35 45 36
internal_value=0 -2.69387e-05 0.000162587 0.000293352 0.000626762 -0.000493036 -0.000948792 -0.0016654 0.00044093
internal_weight=0 7503.89 1407.23 1173.23 603.813 234.003 172.528 114.368 553.836
internal_count=4780 3744 894 743 369 151 123 88 341
is_linear=0
shrinkage=0.06


Tree=1460
num_leaves=10
num_cat=0
split_feature=5 138 19 1 69 50 58 123 71
split_gain=0.0066001 0.0122307 0.0145199 0.0120023 0.0114692 0.0108261 0.0184282 0.00961848 0.00856956
threshold=0.033603202551603324 0.0026833302108570938 0.0011615398107096555 0.00062670491752214741 0.0022975050378590827 0.0045489775948226461 0.021960759535431865 0.00043393640953581786 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 5 7 -5 -2 -7 -4 -1
right_child=1 -3 3 4 -6 6 -8 -9 -10
leaf_value=5.6417256094766404e-05 -3.8980521822927868e-05 0.0010414625313554568 -0.00028319913762448427 -0.0015119162673465471 -7.8236333785662603e-05 0.0019608199827502344 0.00010274098062057017 0.0010058089318241926 -6.0511423547271512e-05
leaf_weight=3975.379739522934 61.667183518409729 58.943487048149109 54.846101641654968 40.81822144985199 39.552802324295044 38.287383198738098 38.576670527458191 33.611423134803772 5218.3172545433044
leaf_count=1773 38 16 42 30 24 18 33 14 2792
internal_value=0 0.00024976 9.7932e-05 -0.000275628 -0.000806363 0.000553191 0.00102828 0.000206588 -9.95114e-06
internal_weight=0 366.303 307.36 168.829 80.371 138.531 76.8641 88.4575 9193.7
internal_count=4780 215 199 110 54 89 51 56 4565
is_linear=0
shrinkage=0.06


Tree=1461
num_leaves=10
num_cat=0
split_feature=142 51 27 4 19 145 32 54 27
split_gain=0.00650385 0.0207165 0.0229554 0.0357267 0.0311893 0.0244783 0.0235396 0.0274785 0.0230527
threshold=0.021960759535431865 0.0015833032084628942 0.0022975050378590827 0.0026012937305495147 0.0072436286136507997 0.0018488886416889729 0.00077738583786413084 0.0031340263085439806 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 5 8 -4 7 -3 -5
right_child=1 2 3 4 -6 -7 -8 -9 -10
leaf_value=-1.8007351049785235e-05 0.00040463192982326311 -0.0013702980216647464 -0.00067424742264144365 -0.00064243294075512361 -0.0012564959057562177 -0.0028550540429654095 0.00073631430670514876 0.0003804467559528383 0.0009238310766381076
leaf_weight=8442.2546569108963 536.99949657917023 54.65324342250824 42.86691415309906 52.218834280967712 59.232774376869202 32.635291337966919 164.26085829734802 78.816317319869995 96.061880230903625
leaf_count=4291 243 32 17 25 31 23 52 33 33
internal_value=0 0.000136008 -0.00011238 -0.000499288 -9.26585e-05 -0.00161689 0.000255405 -0.00033645 0.000372252
internal_weight=0 1117.75 580.746 283.016 207.513 75.5022 297.73 133.47 148.281
internal_count=4780 489 246 129 89 40 117 65 58
is_linear=0
shrinkage=0.06


Tree=1462
num_leaves=10
num_cat=0
split_feature=99 5 18 1 18 88 45 42 74
split_gain=0.00662592 0.0145888 0.0154555 0.0360307 0.0209414 0.0435726 0.0207005 0.0184406 0.0173233
threshold=0.00017767510871635753 0.010829726699739696 0.0031340263085439806 0.00082683752407319855 0.00052132029668428015 0.00017767510871635753 0.0022975050378590827 0.0031340263085439806 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 8 -6 -7 -8 -1
right_child=-2 -3 3 -5 5 6 7 -9 -10
leaf_value=-0.00013809500977354379 -2.5876162410049572e-05 0.00064538494643081614 -0.0020846588928708186 0.00021110497899945409 0.0015645871561539399 -0.0011780968451570424 0.0011306249915337423 -0.00040689494938563303 0.00029407155347192457
leaf_weight=1001.7753773927689 7537.3244333267212 160.45276021957397 39.649231433868408 64.884866237640381 100.73784029483795 41.890782356262207 57.870926141738892 54.556814312934875 500.85723519325256
leaf_count=616 3689 93 29 26 37 26 20 27 217
internal_value=0 9.64253e-05 4.91258e-05 -0.000659666 9.12794e-05 0.00059396 -3.96581e-05 0.000384526 5.95467e-06
internal_weight=0 2022.68 1862.22 104.534 1757.69 255.056 154.319 112.428 1502.63
internal_count=4780 1091 998 55 943 110 73 47 833
is_linear=0
shrinkage=0.06


Tree=1463
num_leaves=10
num_cat=0
split_feature=117 42 97 54 135 40 21 12 25
split_gain=0.00697368 0.0211132 0.0297263 0.0278457 0.0267877 0.0405757 0.0515497 0.0519299 0.0339982
threshold=0.016668972559273246 0.0068083447404205808 0.0042751494329422721 0.0035485138650983576 0.00050559637020342063 0.018276390619575981 0.0042751494329422721 0.00075379351619631063 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 8 6 7 -6 -5
right_child=1 2 -4 4 5 -7 -8 -9 -10
leaf_value=-2.7502721788483293e-05 -2.3027389158937715e-05 -0.001193197599761191 0.0015745367012699682 0.0014471392513863679 -0.00032613025677084774 0.0016185506197783014 0.00033417290461375986 -0.0033843868031633384 -0.00015456470997984073
leaf_weight=7422.1611557006836 1532.4596190452576 44.421620607376099 68.295407176017761 136.78367257118225 51.339131593704224 46.27745509147644 152.2698301076889 32.731720447540283 73.26065456867218
leaf_count=3679 770 38 24 58 39 15 86 28 43
internal_value=0 9.54841e-05 0.000395484 0.000245557 0.000375284 -6.13263e-06 -0.000324259 -0.00151682 0.000888486
internal_weight=0 2137.84 605.379 537.084 492.662 282.618 236.341 84.0709 210.044
internal_count=4780 1101 331 307 269 168 153 67 101
is_linear=0
shrinkage=0.06


Tree=1464
num_leaves=10
num_cat=0
split_feature=97 71 60 146 58 145 99 84 79
split_gain=0.0068465 0.0248743 0.0200523 0.0222981 0.00929396 0.0215473 0.0402338 0.0391129 0.0587886
threshold=0.04273676127195359 0.0013560238294303419 0.00046126570669002836 0.0079489401541650313 0.0053125319536775359 0.0023699469165876512 0.034632634371519096 0.0028552538715302949 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 -1 7 8 -7
right_child=1 2 3 -5 -6 6 -8 -9 -10
leaf_value=2.9328124105742523e-05 -0.0010029012241145429 0.0011406597393504218 -0.00064312584921833523 0.00090560823331299937 8.3952054959935784e-05 0.00048801796340791745 -0.0017111828935927179 0.00034283270384275779 -0.00045240915004847622
leaf_weight=4354.8430305719376 45.301323294639587 107.46249306201935 75.502205491065979 60.11247706413269 2733.4336040019989 289.14993178844452 61.763612627983093 444.34815728664398 1388.0834317207336
leaf_count=1955 24 28 40 17 1640 149 43 208 676
internal_value=0 0.000287907 0.00052847 4.3365e-05 -8.95488e-06 -4.77967e-05 -0.000201628 -0.000157682 -0.000290282
internal_weight=0 288.378 243.077 135.615 9271.62 6538.19 2183.35 2121.58 1677.23
internal_count=4780 109 85 57 4671 3031 1076 1033 825
is_linear=0
shrinkage=0.06


Tree=1465
num_leaves=10
num_cat=0
split_feature=28 9 121 47 82 84 7 56 56
split_gain=0.00695536 0.027739 0.0286557 0.0457805 0.0503737 0.0374772 0.0434608 0.0274138 0.0333387
threshold=0.0026012937305495147 0.00017767510871635753 0.00055427959887310873 0.0066005610860884198 0.0026012937305495147 0.000490355829242617 0.0022975050378590827 0.00044738779251929378 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 -7 -3 -9
right_child=1 7 5 4 -6 6 -8 8 -10
leaf_value=-2.9493747626741342e-05 -0.0002385787519640567 0.00050811903599367551 0.00091997148904011646 -0.0031207357210062542 0.00017712302486395376 0.00082389050782342977 -0.0023059374649838293 -0.00055201312164280853 0.0002315860390234766
leaf_weight=7176.5294604301453 426.81330704689026 699.50094950199127 140.19421350955963 44.421620607376099 26.693912148475647 30.200882196426392 33.900710463523865 269.373530626297 712.37168037891388
leaf_count=3700 193 323 56 38 13 16 29 137 275
internal_value=0 8.88044e-05 -0.000227911 -0.000473418 -0.00188285 0.000370463 -0.000831347 0.00022109 1.65803e-05
internal_weight=0 2383.47 702.225 497.929 71.1155 204.296 64.1016 1681.25 981.745
internal_count=4780 1080 345 244 51 101 45 735 412
is_linear=0
shrinkage=0.06


Tree=1466
num_leaves=10
num_cat=0
split_feature=109 101 60 77 98 4 53 78 12
split_gain=0.00678584 0.0204309 0.0282781 0.0384962 0.0342648 0.0319734 0.060251 0.0280646 0.0403285
threshold=0.014740333426743748 0.018276390619575981 0.0011261500185355546 0.00044738779251929378 0.0032328735105693345 0.00087947337306104611 0.0028552538715302949 0.0015833032084628942 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 6 -5 8 -2
right_child=1 -3 3 5 -6 -7 -8 -9 -10
leaf_value=-2.6460832133270588e-05 -0.0005630332945395606 0.00080209509144107754 0.0018022489943218245 0.00012547279896169586 -0.0005279874116045232 -0.0003280156690917807 -0.0034621079753352955 0.00039158270638273981 0.00064864259923020306
leaf_weight=7503.8940277099609 317.0974223613739 137.85623347759247 53.194966077804565 32.44243311882019 39.649231433868408 406.06077408790588 35.069700479507446 891.03429460525513 143.70118355751038
leaf_count=3744 227 54 16 13 29 190 30 418 59
internal_value=0 9.65705e-05 4.58676e-05 -0.000310023 0.000807119 -0.000529039 -0.00173812 0.000194986 -0.000185169
internal_weight=0 2056.11 1918.25 566.417 92.8442 473.573 67.5121 1351.83 460.799
internal_count=4780 1036 982 278 45 233 43 704 286
is_linear=0
shrinkage=0.06


Tree=1467
num_leaves=10
num_cat=0
split_feature=26 125 56 106 70 126 129 5 131
split_gain=0.00644601 0.0383705 0.0567125 0.0258518 0.0391948 0.0450063 0.0249292 0.0223331 0.0379772
threshold=0.0010918468469753864 0.0041444667149335155 0.0003614811430452392 0.0019071503775194289 0.0022272822679951791 0.0019071503775194289 0.0044099434744566688 0.00057154725072905432 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 5 -5 -6 8 -2
right_child=1 2 -4 4 6 -7 -8 -9 -10
leaf_value=-1.6157434954977398e-05 -0.00074601704744876537 0.0022131911826543537 0.00015110938384210349 -0.0023649672740561293 0.0002228396013146591 0.000193441094118433 -0.0010655358295305342 0.0010215881590928675 0.0012790606289366608
leaf_weight=8631.6665616035461 101.31641495227814 72.971367239952087 140.38707172870636 63.125460863113403 274.62806534767151 40.721792340278625 67.319275379180908 118.17626142501831 49.687996029853821
leaf_count=4276 67 28 66 54 171 25 33 47 13
internal_value=0 0.000150232 0.000856368 -6.04885e-05 -0.000340842 -0.00136173 -3.08033e-05 0.000403809 -7.96653e-05
internal_weight=0 928.334 213.358 714.975 445.795 103.847 341.947 269.181 151.004
internal_count=4780 504 94 410 283 79 204 127 80
is_linear=0
shrinkage=0.06


Tree=1468
num_leaves=10
num_cat=0
split_feature=124 47 55 44 70 27 10 21 110
split_gain=0.00698684 0.020137 0.0352937 0.0257464 0.0319311 0.0461498 0.0258888 0.0250454 0.0219355
threshold=0.013860232196748258 0.0084566329605877417 0.0010918468469753864 0.00044738779251929378 0.00039601318712811922 0.0020292587578296666 0.004017772153019906 0.000490355829242617 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 5 -5 -2 -7 -6
right_child=1 2 -4 4 8 7 -8 -9 -10
leaf_value=-2.3259367939152008e-05 6.1324944026946334e-05 0.00090760094634056141 -0.00085546679312610932 -0.0021945051358831804 0.00043961410262192648 -0.0011511822279804255 0.0010059485282725908 0.00043131622591128529 -0.00025371465693168005
leaf_weight=7929.5146633386612 310.68573832511902 222.51750087738037 50.073712468147278 61.860041737556458 276.97788608074188 62.643315315246582 157.3433473110199 84.661267399787903 403.72279405593872
leaf_count=4054 133 92 33 48 114 29 51 38 188
internal_value=0 0.000113117 0.000583734 1.86427e-05 -0.000170832 -0.000819212 0.000378891 -0.000241663 2.84016e-05
internal_weight=0 1630.49 272.591 1357.89 889.865 209.165 468.029 147.305 680.701
internal_count=4780 726 125 601 417 115 184 67 302
is_linear=0
shrinkage=0.06


Tree=1469
num_leaves=10
num_cat=0
split_feature=34 146 24 145 99 128 52 97 89
split_gain=0.00669784 0.0357428 0.0280359 0.0223489 0.0222004 0.0466039 0.0376508 0.0332636 0.0313607
threshold=0.0010263677686452868 0.011519505176693203 0.002945306478068233 0.0010918468469753864 0.0084566329605877417 0.0030382014811038975 0.00096484774257987748 0.0012745757703669371 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 6 -6 8 -8 -1
right_child=-2 3 -4 -5 5 -7 7 -9 -10
leaf_value=0.00080275104622754131 -2.2677800458044682e-05 -0.00029459426825727047 0.00060157065342427059 -0.0022382576851825635 -0.0016727075757709232 0.00029847612886709499 4.6961911659290837e-05 -0.0011203915203943297 -0.0004199094357718555
leaf_weight=349.35883796215057 7940.84252846241 54.460385203361511 413.2675724029541 34.973271369934082 79.298462867736816 94.79646110534668 382.57270395755768 114.07887601852417 96.351167559623718
leaf_count=171 3926 22 206 25 58 27 224 73 48
internal_value=0 0.000111219 0.000179381 -0.00105467 2.31035e-05 -0.000599378 0.000138103 -0.000221174 0.000538443
internal_weight=0 1619.16 1529.72 89.4337 1116.46 174.095 942.362 496.652 445.71
internal_count=4780 854 807 47 601 85 516 297 219
is_linear=0
shrinkage=0.06


Tree=1470
num_leaves=10
num_cat=0
split_feature=105 81 107 13 7 141 47 12 8
split_gain=0.00663348 0.020989 0.0308378 0.0397522 0.0383347 0.0915981 0.0591294 0.0467762 0.0489001
threshold=0.0041444667149335155 0.0018488886416889729 0.0031340263085439806 0.00062670491752214741 0.0062037324532866487 0.00070876078098081063 0.0023699469165876512 0.00040826165059115743 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 -3 -7 -9
right_child=1 2 3 -5 -6 7 -8 8 -10
leaf_value=-3.3180979723394572e-05 -0.00049686513756960174 -0.0033376429020338305 -0.0003361565451046107 0.00058850525357224102 -0.0001247235304774339 -0.00010647921559225516 3.4595053294907042e-06 0.0012291963146725596 0.00028099564586396726
leaf_weight=6635.4325784444809 213.93701362609863 35.069700479507446 797.98539817333221 211.80373251438141 570.22520327568054 242.58318936824799 41.794353246688843 480.89981651306152 330.26928126811981
leaf_count=3483 124 30 422 73 237 119 21 136 135
internal_value=0 7.5283e-05 0.00012044 -0.000142208 0.000276374 0.000478667 -0.00152094 0.000624525 0.000843134
internal_weight=0 2924.57 2710.63 1009.79 1700.84 1130.62 76.8641 1053.75 811.169
internal_count=4780 1297 1173 495 678 441 51 390 271
is_linear=0
shrinkage=0.06


Tree=1471
num_leaves=10
num_cat=0
split_feature=135 146 29 133 26 93 106 60 82
split_gain=0.00658077 0.0333657 0.0329809 0.0350156 0.0297849 0.0546414 0.038461 0.0372735 0.0366773
threshold=0.0020932231564074759 0.0072436286136507997 0.0032328735105693345 0.01884530205279589 0.00039601318712811922 0.0020292587578296666 0.0026012937305495147 0.0070226341485977182 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 6 -6 -7 -8
right_child=1 4 3 -5 5 7 8 -9 -10
leaf_value=-2.6659293750600189e-05 0.0003323676439084897 0.00073841990308512787 -0.00043876362460569014 0.001541561710363888 0.00013093046877004583 9.046973243122429e-05 -0.0034817874119386296 0.0014389710077997958 -0.00061296505658277008
leaf_weight=7429.2952063083649 377.60745656490326 411.80929505825043 735.90881681442261 33.611423134803772 51.049844264984131 363.96529281139374 32.731720447540283 92.554910182952881 31.466301321983337
leaf_count=3572 205 190 482 14 24 213 28 30 22
internal_value=0 9.2955e-05 -0.000126901 -0.000352266 0.000349369 6.91592e-05 -0.00109823 0.000363865 -0.00207565
internal_weight=0 2130.71 1147.13 769.52 983.577 571.768 115.248 456.52 64.198
internal_count=4780 1208 701 496 507 317 74 243 50
is_linear=0
shrinkage=0.06


Tree=1472
num_leaves=10
num_cat=0
split_feature=24 119 92 146 23 52 104 99 68
split_gain=0.0068538 0.024052 0.017912 0.0211661 0.0586348 0.0361048 0.0302805 0.0300738 0.0249264
threshold=0.00047558375808876013 0.0015833032084628942 0.055838862434029586 0.00077738583786413084 0.036783467978239066 0.00899649551138282 0.00046126570669002836 0.00073092587990686308 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 8 7 -1 -5
right_child=-2 -3 -4 5 -6 -7 -8 -9 -10
leaf_value=0.0012168607937087746 -2.0506233036546162e-05 0.0013894182544352492 0.00067132795037311505 -0.0001794958498899204 -0.0023676536900963307 0.0012978687251719151 -0.00057653563150536599 -0.0007465255803987056 0.00069233564279343532
leaf_weight=90.506217479705811 8220.6286994218826 52.122405171394348 158.80162465572357 516.34339272975922 46.759600639343262 90.313359260559082 190.75007152557373 40.721792340278625 153.05310368537903
leaf_count=43 4126 20 67 245 40 33 114 25 67
internal_value=0 0.000125861 7.46975e-05 -9.26373e-06 -0.000382253 0.000171773 -9.39213e-05 0.000607596 1.98427e-05
internal_weight=0 1339.37 1287.25 1128.45 368.738 759.71 321.978 131.228 669.396
internal_count=4780 654 634 567 222 345 182 68 312
is_linear=0
shrinkage=0.06


end of trees

feature_importances:
Column_18=161
Column_58=160
Column_99=158
Column_51=148
Column_45=145
Column_46=144
Column_146=140
Column_117=137
Column_19=135
Column_75=135
Column_124=135
Column_92=133
Column_39=128
Column_70=128
Column_0=126
Column_36=126
Column_52=125
Column_33=124
Column_109=123
Column_27=122
Column_72=121
Column_142=121
Column_25=120
Column_8=118
Column_47=118
Column_102=118
Column_94=116
Column_125=113
Column_82=112
Column_108=111
Column_78=110
Column_7=109
Column_133=109
Column_145=109
Column_148=109
Column_20=108
Column_77=108
Column_24=107
Column_31=107
Column_61=107
Column_63=107
Column_97=107
Column_129=107
Column_1=106
Column_60=106
Column_95=105
Column_149=105
Column_5=104
Column_44=104
Column_71=104
Column_128=104
Column_23=103
Column_14=102
Column_15=102
Column_98=102
Column_104=102
Column_106=102
Column_131=102
Column_135=101
Column_144=101
Column_93=100
Column_143=99
Column_140=98
Column_40=97
Column_53=97
Column_87=97
Column_101=97
Column_138=97
Column_34=96
Column_126=96
Column_4=94
Column_29=94
Column_35=94
Column_54=94
Column_81=94
Column_122=93
Column_141=93
Column_28=90
Column_118=90
Column_12=89
Column_115=89
Column_83=88
Column_107=88
Column_21=87
Column_65=87
Column_80=87
Column_9=86
Column_10=85
Column_22=85
Column_37=85
Column_79=85
Column_32=84
Column_100=84
Column_147=84
Column_43=83
Column_69=83
Column_59=82
Column_73=82
Column_150=82
Column_127=81
Column_105=80
Column_110=80
Column_11=79
Column_132=79
Column_30=78
Column_85=78
Column_91=78
Column_17=76
Column_50=75
Column_86=75
Column_96=75
Column_67=74
Column_42=73
Column_76=71
Column_68=70
Column_116=70
Column_123=69
Column_114=68
Column_88=67
Column_113=66
Column_112=65
Column_84=64
Column_56=59
Column_137=57
Column_38=54
Column_89=53
Column_74=51
Column_121=48
Column_134=47
Column_49=45
Column_3=44
Column_57=40
Column_136=39
Column_139=37
Column_26=35
Column_62=33
Column_55=31
Column_103=30
Column_119=28
Column_13=27
Column_64=26
Column_41=25
Column_130=25
Column_2=23
Column_66=22
Column_120=21
Column_6=20
Column_16=20
Column_90=20
Column_111=20
Column_48=11

parameters:
[boosting: gbdt]
[objective: regression]
[metric: neg_root_mean_squared_error,neg_mean_absolute_error,rmse,l1]
[tree_learner: serial]
[device_type: cpu]
[linear_tree: 0]
[data: ]
[valid: ]
[num_iterations: 10000]
[learning_rate: 0.06]
[num_leaves: 10]
[num_threads: -1]
[deterministic: 0]
[force_col_wise: 1]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 19053]
[feature_fraction: 1]
[feature_fraction_bynode: 0.3]
[feature_fraction_seed: 13104]
[extra_trees: 0]
[extra_seed: 3265]
[early_stopping_round: 30]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 23075]
[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]
[max_bin: 30]
[max_bin_by_feature: ]
[min_data_in_bin: 5]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 440]
[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: ]
[objective_seed: 32363]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:null
