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
feature_infos=[1.0000003385357559e-05:0.91731268167495728] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.80318379402160645] [1.0000003385357559e-05:0.14415885508060455] [1.0000003385357559e-05:0.1824355274438858] [1.0000003385357559e-05:0.99194800853729248] [1.0000003385357559e-05:0.16452647745609283] [1.0000003385357559e-05:0.30075559020042419] [1.0000003385357559e-05:0.19194278120994568] [1.0000003385357559e-05:0.22816647589206696] [1.0000003385357559e-05:0.92415183782577515] [1.0000003385357559e-05:0.98146343231201172] [1.0000003385357559e-05:0.51562994718551636] [1.0000003385357559e-05:0.075868174433708191] [1.0000003385357559e-05:0.98902308940887451] [1.0000003385357559e-05:0.93246334791183472] [1.0000003385357559e-05:0.9073222279548645] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.99900949001312256] [1.0000003385357559e-05:0.99959272146224976] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.50782185792922974] 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[1.0000003385357559e-05:0.98505294322967529] [1.0000003385357559e-05:0.99673694372177124] [1.0000003385357559e-05:0.040855713188648224] [1.0000003385357559e-05:0.28141561150550842] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.82672178745269775] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.46102678775787354] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.95258414745330811] [1.0000003385357559e-05:0.96037119626998901] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.98410362005233765] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.8991314172744751] [1.0000003385357559e-05:0.39982163906097412] [1.0000003385357559e-05:0.99904024600982666] [1.0000003385357559e-05:0.87060725688934326] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.30075559020042419] 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[1.0000003385357559e-05:0.72488027811050415] [1.0000003385357559e-05:0.54674816131591797] [1.0000003385357559e-05:0.055015292018651962] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.20690405368804932] [1.0000003385357559e-05:0.72488027811050415] [1.0000003385357559e-05:0.99720907211303711] [1.0000003385357559e-05:0.075868174433708191] [1.0000003385357559e-05:0.97483116388320923] [1.0000003385357559e-05:0.83549356460571289] [1.0000003385357559e-05:0.61509788036346436] [1.0000003385357559e-05:0.55448043346405029] [1.0000003385357559e-05:0.8991314172744751] [1.0000003385357559e-05:0.97558695077896118] [1.0000003385357559e-05:0.49219813942909241] [1.0000003385357559e-05:0.89331942796707153] [1.0000003385357559e-05:0.77730989456176758] [1.0000003385357559e-05:0.91731268167495728] [1.0000003385357559e-05:0.36297920346260071]
tree_sizes=1390 1429 1435 1437 1445 1439 1437 1444 1446 1445 1446 1445 1445 1439 1439 1445 1444 1436 1451 1445 1450 1446 1452 1451 1449 1443 1455 1452 1447 1437 1454 1457 1449 1446 1447 1458 1447 1456 1446 1445 1454 1446 1438 1456 1446 1450 1439 1455 1455 1458 1438 1426 1452 1446 1451 1449 1444 1453 1440 1443 1461 1458 1447 1447 1453 1450 1456 1460 1457 1448 1454 1453 1448 1445 1454 1445 1454 1451 1442 1462 1440 1439 1451 1443 1446 1453 1450 1454 1454 1452 1454 1456 1450 1452 1455 1452 1446 1451 1446 1448 1452 1450 1444 1463 1448 1454 1447 1455 1458 1453 1457 1443 1459 1455 1454 1474 1451 1465 1449 1442 1460 1464 1464 1445 1458 1468 1448 1449 1455 1467 1460 1442 1459 1455 1450 1455 1448 1448 1470 1461 1460 1441 1440 1453 1462 1452 1460 1453 1453 1459 1466 1458 1461 1450 1449 1457 1441 1459 1455 1451 1445 1451 1445 1446 1454 1459 1473 1455 1457 1448 1453 1442 1455 1467 1461 1459 1463 1451 1455 1467 1446 1454 1448 1449 1453 1454 1462 1457 1472 1457 1452 1453 1451 1457 1459 1455 1454 1458 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1489 1478 1475 1491 1491 1479 1483 1479

Tree=0
num_leaves=12
num_cat=0
split_feature=30 93 148 148 93 7 50 39 50 50 93
split_gain=74.43 89.6428 15.4565 8.07819 13.4098 6.74022 10.4701 6.26912 6.16641 5.99823 5.59002
threshold=0.0010918468469753864 0.013032016810029747 0.0028552538715302949 0.00017767510871635753 0.0014881226234138014 0.0020292587578296666 0.05109804309904576 0.0012745757703669371 0.037906534969806678 0.05109804309904576 0.088838413357734694
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 8 9 6 -2 -6 -1 -5 -3
right_child=5 2 -4 4 7 -7 -8 -9 -10 -11 -12
leaf_value=0.25046343086644773 0.2426202696160927 0.26440523541760752 0.25795465867617257 0.24308403703493073 0.25526104949846645 0.23879352002334459 0.25784235084921792 0.2482612570798633 0.26491771608683135 0.2522867497123778 0.27324107016916621
leaf_weight=278.71350395679474 1424.7563325166702 511.80921947956085 857.92521977424622 1901.0058950185776 796.67754912376404 1528.0441209077835 183.63586521148682 1091.9504992961884 171.71584928035736 294.46863043308258 519.29714727401733
leaf_count=128 847 140 299 1119 297 1058 71 531 51 134 105
internal_value=0.249224 0.252923 0.263905 0.248348 0.247507 0.241647 0.244358 0.251214 0.255974 0.244318 0.268855
internal_weight=0 6423.56 1889.03 4534.53 4084.1 3136.44 1608.39 1888.63 450.429 2195.47 1031.11
internal_count=4780 2804 544 2260 2081 1976 918 828 179 1253 245
is_linear=0
shrinkage=1


Tree=1
num_leaves=12
num_cat=0
split_feature=93 71 148 124 98 85 3 147 93 135 56
split_gain=113.458 32.89 20.3755 12.4013 7.80442 8.6238 6.40198 5.67726 5.02935 3.9242 3.60614
threshold=0.013032016810029747 0.015200819820165636 0.00244467705488205 0.0015349716995842757 0.02636832278221846 0.0014427106943912806 0.00096484774257987748 0.00747153488919139 0.088838413357734694 0.0079489401541650313 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 10 5 -3 9 -6 -2 -4 -1
right_child=2 4 6 -5 7 -7 -8 -9 -10 -11 -12
leaf_value=-0.0022918666785006823 0.014101287195048251 0.0010832943180911635 0.010956148533224576 -0.0098271429055608647 0.0071607648063670652 -0.009029455962017461 -0.0022184337242385 -0.011419585176956496 0.022667427190961195 0.0019507323891108836 -0.0089753434603614124
leaf_weight=1691.7891628742218 496.05409300327301 1665.6294158697128 752.17856931686401 2357.1865358352661 861.99272131919861 371.23208522796631 231.81271111965179 63.567385792732239 490.94292938709259 226.70154750347137 350.91267502307892
leaf_count=849 134 766 247 1611 340 248 124 45 99 89 228
internal_value=0 -0.00357121 0.0119636 -0.00686184 0.00131614 -0.000759824 0.00674734 0.00588467 0.0183622 0.00887056 -0.00344001
internal_weight=0 7362.31 2197.69 4399.89 2962.42 2036.86 1210.69 925.56 986.997 978.88 2042.7
internal_count=4780 4087 693 2688 1399 1014 460 385 233 336 1077
is_linear=0
shrinkage=0.06


Tree=2
num_leaves=12
num_cat=0
split_feature=93 85 148 50 93 98 3 78 19 3 19
split_gain=100.251 29.7772 18.0038 12.539 8.16486 7.3018 5.65679 5.23155 4.48669 3.78809 4.14163
threshold=0.013032016810029747 0.0005375427135732026 0.00244467705488205 0.037906534969806678 0.00082683752407319855 0.019431582652032379 0.00096484774257987748 0.0049928687512874612 0.014293605927377941 0.00244467705488205 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 9 8 -5 -4 10 -3
right_child=2 5 6 7 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0046857624084053352 0.017260446679983114 -0.0027990801258569033 0.010332694071579211 0.0087007606353183102 0.0012671070223459564 0.001691624356299611 -0.0020853276723976845 -0.0037485103424580585 6.4746283004054212e-05 -0.010933029113671973 -0.0090671992614504201
leaf_weight=1637.2682466506958 986.9970223903656 625.58372628688812 788.7498881816864 695.49518239498138 1681.1772001981735 272.24418938159943 231.81271111965179 147.24683964252472 190.13022863864899 1338.6180166006088 964.67658078670502
leaf_count=921 233 339 246 259 741 133 124 79 90 972 643
internal_value=0 -0.00335694 0.0112458 -1.01504e-05 -0.00166994 -0.00770748 0.0063425 0.00652558 0.00833833 -0.00858114 -0.00660142
internal_weight=0 7362.31 2197.69 4161.19 3318.45 3201.12 1210.69 842.742 978.88 2928.88 1590.26
internal_count=4780 4087 693 2000 1662 2087 460 338 336 1954 982
is_linear=0
shrinkage=0.06


Tree=3
num_leaves=12
num_cat=0
split_feature=12 50 112 112 112 74 75 93 7 116 124
split_gain=54.9422 28.107 40.066 11.6892 11.6788 7.57742 5.28617 5.23803 5.15919 4.96642 3.6682
threshold=0.0016846025246195497 0.037906534969806678 0.0013146653072908523 0.00017767510871635753 0.034632634371519096 0.00040826165059115743 0.00064626874518580746 0.0070226341485977182 0.00047558375808876013 0.0010585968848317864 0.016668972559273246
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -3 9 7 -5 -2 -1 -4 -9
right_child=5 3 4 6 -6 -7 -8 10 -10 -11 -12
leaf_value=-0.00095260687847359676 -0.0051011643837933903 0.0035249447541265363 0.012090384453905341 0.016807994929088688 0.01875177054781043 -0.0089637658672625884 0.0047893280770885012 0.0033794714852706351 -0.0061803043892202994 0.0037478772657250498 -0.014482854404976594
leaf_weight=1691.2422829866409 1648.5342359542847 510.31887292861938 362.68239784240723 786.43017303943634 338.50282824039459 1529.0877829790115 158.25538909435272 472.67884314060211 1136.1850879192352 880.7215895652771 45.360348582267761
leaf_count=828 985 221 104 203 74 1052 64 204 663 345 37
internal_value=0 0.00361087 0.00122474 0.010842 0.00887115 -0.00572979 0.0147946 -0.00344737 -0.00305333 0.00618126 0.00181542
internal_weight=0 5864.34 4409.33 1455 1581.91 3695.66 944.686 2166.57 2827.43 1243.4 518.039
internal_count=4780 2502 2014 488 523 2278 267 1226 1491 449 241
is_linear=0
shrinkage=0.06


Tree=4
num_leaves=12
num_cat=0
split_feature=93 7 112 71 75 148 116 112 71 139 102
split_gain=80.1113 21.6413 14.7873 12.4835 7.98235 4.82597 4.44381 5.577 4.1453 3.45257 3.27065
threshold=0.013032016810029747 0.0012357163941487672 0.034632634371519096 0.015200819820165636 0.00064626874518580746 0.00017767510871635753 0.0063990866765379914 0.00046126570669002836 0.0058306583669036635 0.000490355829242617 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 10 -2 -5 7 -7 -3 -9 -1
right_child=2 8 -4 5 -6 6 -8 9 -10 -11 -12
leaf_value=-0.0013673759991659291 0.011185402776884724 -0.0093276076470062089 0.018747574822892164 0.010318103498676316 0.0028607375274912524 0.00035035585076463572 -0.0048468914337161202 0.0060177197019475707 -0.0047368366332045395 0.021004396275981732 -0.0059338333461282705
leaf_weight=1164.9859902858734 880.96093189716339 1466.4318636655807 533.30448734760284 265.7247771024704 783.42443108558655 1081.4387320280075 313.58713412284851 543.55186343193054 1369.2488032579422 61.612257242202759 1095.7285608053207
leaf_count=594 239 1042 113 90 341 519 177 207 812 16 630
internal_value=0 -0.00300086 0.0100529 -0.000426152 0.00726699 0.00272111 0.00171186 0.00293131 -0.00711089 0.00754353 -0.00358066
internal_weight=0 7362.31 2197.69 4526.63 1664.39 2265.91 2000.19 1686.6 2835.68 605.164 2260.71
internal_count=4780 4087 693 2233 580 1009 919 742 1854 223 1224
is_linear=0
shrinkage=0.06


Tree=5
num_leaves=12
num_cat=0
split_feature=147 116 110 93 112 149 50 43 103 78 39
split_gain=50.5824 23.3493 11.4033 10.272 9.00786 8.98491 6.13121 4.73244 5.67898 4.59887 4.46342
threshold=0.0033348383149132137 0.0014427106943912806 0.0035485138650983576 0.0028552538715302949 0.0079489401541650313 0.012636432424187662 0.26590165495872503 0.0081988852471113222 0.099559046328067793 0.0022272822679951791 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -2 -1 8 -3 -5 -4
right_child=4 7 10 9 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0010858050752348062 -0.0073136211727901209 -0.0015413783533558389 0.016627809715241415 0.012758508557263374 0.0089127686609802824 0.0026009260620446042 0.015007650788577163 0.0041255414712345513 0.019489532288728871 0.0023661140003000953 0.0079602944516948548
leaf_weight=837.93839597702026 3072.6045416593552 2529.9098521471024 534.89502930641174 559.59642994403839 147.03949749469757 368.52273464202881 94.870296597480774 800.01587748527527 47.083086133003235 211.12871432304382 356.3953765630722
leaf_count=430 2013 1286 128 155 48 167 26 310 11 90 116
internal_value=0 0.00338302 0.00766305 0.004786 -0.00563041 -0.00625184 0.000550962 9.43373e-05 -0.00115713 0.00991167 0.013162
internal_weight=0 5971.83 2594.82 1703.53 3588.17 3441.13 932.809 3377.01 2576.99 770.725 891.29
internal_count=4780 2552 945 701 2228 2180 456 1607 1297 245 244
is_linear=0
shrinkage=0.06


Tree=6
num_leaves=12
num_cat=0
split_feature=93 85 93 71 148 71 93 71 53 148 34
split_gain=64.8885 20.7971 11.6212 9.36549 6.61609 4.50863 4.3281 4.27578 4.033 4.0216 3.16541
threshold=0.013032016810029747 0.0005375427135732026 0.18012819439172748 0.015200819820165636 0.00244467705488205 0.10522961243987085 0.00040826165059115743 0.025578102096915249 0.0028552538715302949 0.00017767510871635753 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 -2 8 -1 -6 -3 -5 -11
right_child=2 5 -4 9 7 -7 -8 -9 -10 10 -12
leaf_value=-0.006289582766798754 0.011610228945079275 -0.0094422540569869852 0.01797699061183269 0.010295354044866171 0.00072817251249454617 0.0049160954653928437 -0.00061433628973065705 0.0082513928968467615 -0.0050105159789716244 0.0045367492311240553 -0.00038531605684490099
leaf_weight=787.77442133426666 671.60505282878876 1233.8899793624878 423.56548190116882 234.73635518550873 614.83956801891327 123.24956333637238 1253.5442167520523 487.67974758148193 1843.9829703569412 901.04099977016449 984.09147584438324
leaf_count=485 171 890 92 75 272 56 608 158 1141 365 467
internal_value=0 -0.00270074 0.00904753 9.62308e-05 0.00691566 -0.00633656 -0.0028045 0.00405593 -0.00678716 0.00288947 0.00196729
internal_weight=0 7362.31 2197.69 4161.19 1774.12 3201.12 2041.32 1102.52 3077.87 2119.87 1885.13
internal_count=4780 4087 693 2000 601 2087 1093 430 2031 907 832
is_linear=0
shrinkage=0.06


Tree=7
num_leaves=12
num_cat=0
split_feature=124 75 112 71 116 112 112 85 93 50 116
split_gain=39.354 14.9398 13.6036 11.8964 7.79692 12.506 6.47756 4.1782 5.10562 3.66696 3.59844
threshold=0.00087947337306104611 0.00017767510871635753 0.0013146653072908523 0.015200819820165636 0.0016846025246195497 0.00037263428384903824 0.0079489401541650313 0.0022272822679951791 0.0070226341485977182 0.26590165495872503 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 6 5 9 -2 8 -5 -1 -4
right_child=3 2 10 7 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0011043771351864783 -0.0066918307556034628 -0.0028558017841494149 0.0076545678257345052 -0.00054049971806572846 0.0017278877679674091 0.013484991902300795 0.0062528503519435818 -0.0054695445811101294 0.0080398549680736984 0.01377449540349507 -0.0029937049902051005
leaf_weight=570.02609932422638 2974.5531611442566 1591.7005559206009 828.13770437240601 814.12341296672821 679.08602929115295 1028.4972115755081 145.99583542346954 339.17495238780975 360.07324266433716 96.096251964569092 132.5353752374649
leaf_count=256 1957 853 261 414 297 260 54 215 119 27 67
internal_value=0 0.00373371 0.00054721 -0.00396911 0.00716005 0.00933689 -0.00608621 0.000396314 0.00209071 0.0029322 0.00618552
internal_weight=0 4926.08 2552.37 4633.92 2373.71 1694.62 3120.55 1513.37 1174.2 666.122 960.673
internal_count=4780 2021 1181 2759 840 543 2011 748 533 283 328
is_linear=0
shrinkage=0.06


Tree=8
num_leaves=12
num_cat=0
split_feature=75 50 114 110 93 60 112 148 107 112 112
split_gain=40.4356 13.689 9.32823 7.89145 7.5227 4.53026 12.1653 4.38412 4.38222 4.07795 3.16401
threshold=0.00077738583786413084 0.037906534969806678 0.0033348383149132137 0.0035485138650983576 0.016668972559273246 0.0045489775948226461 0.0013146653072908523 0.0020292587578296666 0.0014427106943912806 0.00037263428384903824 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 10 -5 6 -2 -6 -3 -10 -1
right_child=2 8 -4 4 7 -7 -8 -9 9 -11 -12
leaf_value=-0.0016856998097768226 -0.0032694405500889694 0.0033734193945636468 -0.0067682556858312927 -2.0751529969931387e-06 0.016258980562604206 -0.0067789311419863257 0.0047430998156299921 0.0035166182375346274 0.0053340444972324805 0.013896445427285046 0.003308730199270461
leaf_weight=1246.7604132890701 2133.8121705055237 310.38100135326385 1877.7308405637741 299.37245190143585 309.96631705760956 515.16564536094666 1002.7201486825943 141.61384499073029 276.60113096237183 725.3397468328476 720.53612077236176
leaf_count=647 1189 123 1285 138 61 338 376 47 116 184 276
internal_value=0 0.00457047 -0.00333156 0.0021409 0.00737346 -0.00156438 -0.000707906 0.012263 0.0096029 0.0115327 0.000143545
internal_weight=0 4030.57 5529.43 2718.25 750.953 3651.7 3136.53 451.58 1312.32 1001.94 1967.3
internal_count=4780 1592 3188 1169 246 1903 1565 108 423 300 923
is_linear=0
shrinkage=0.06


Tree=9
num_leaves=12
num_cat=0
split_feature=75 112 50 58 93 129 40 37 93 24 44
split_gain=35.7289 15.9337 12.1207 6.35934 5.55583 5.10668 5.00326 4.56528 12.4398 3.64093 2.92833
threshold=0.00077738583786413084 0.0079489401541650313 0.05109804309904576 0.0062037324532866487 0.0011261500185355546 0.0011261500185355546 0.0027679565828293566 0.0023699469165876512 0.00068727668258361529 0.00017767510871635753 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 5 -5 -2 -4 8 -1 -10 -6
right_child=1 -3 6 4 10 -7 -8 -9 9 -11 -12
leaf_value=-0.0027276796822726609 -0.0025250500035708156 0.0086088486579781152 0.012059208769556835 -0.0053988223259818146 0.013737814420119215 -0.0072044271206060887 0.0032899010982710719 -0.0036102269730431476 0.013129143091783651 0.00508675568091305 0.001019964705264737
leaf_weight=840.93718659877777 1356.235027551651 387.01921188831329 812.35752904415131 600.07105457782745 70.193944811820984 2203.9671638011932 329.10986959934235 413.20400774478912 237.00597262382507 1397.9564615488052 911.94240248203278
leaf_count=453 750 117 231 373 23 1510 128 224 70 486 415
internal_value=0 -0.00313166 0.00429624 -0.00401526 -0.000850215 -0.00542185 0.00953083 0.00222809 0.00320245 0.00625259 0.00192892
internal_weight=0 5529.43 4030.57 5142.41 1582.21 3560.2 1141.47 2889.1 2475.9 1634.96 982.136
internal_count=4780 3188 1592 3071 811 2260 359 1233 1009 556 438
is_linear=0
shrinkage=0.06


Tree=10
num_leaves=12
num_cat=0
split_feature=75 112 50 110 93 123 31 94 37 8 19
split_gain=31.57 14.4499 10.7562 6.52186 6.32851 5.58558 3.57563 3.48028 3.36495 3.10775 3.80078
threshold=0.00077738583786413084 0.0013146653072908523 0.037906534969806678 0.0019071503775194289 0.016668972559273246 0.00082683752407319855 0.00017767510871635753 0.012252715881913902 0.00075379351619631063 0.0060143163427710542 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 -5 9 -2 8 -4 10 -3
right_child=1 5 7 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00036823164789896349 -0.0029670894288666323 0.0089178492709029375 0.0116342369579419 0.00076277577305800827 0.010287448959385326 -0.004681367035330548 -0.0064958439659665076 -0.00024537604780434967 0.0045090394243435996 3.5464499298505391e-05 -0.0023717167246419791
leaf_weight=1712.0584753751755 2075.1987038850784 565.04713129997253 832.13005936145782 482.66877937316895 523.52189326286316 315.69950711727142 2059.8262615203857 145.65629768371582 334.53552210330963 381.12182605266571 132.5353752374649
leaf_count=821 1196 180 230 219 129 189 1389 64 129 167 67
internal_value=0 -0.00294376 0.00403847 0.00188483 0.00571847 0.00233812 -0.00472491 0.00849936 0.00959112 0.00439248 0.00677292
internal_weight=0 5529.43 4030.57 2718.25 1006.19 1394.4 4135.02 1312.32 1166.67 1078.7 697.583
internal_count=4780 3188 1592 1169 348 603 2585 423 359 414 247
is_linear=0
shrinkage=0.06


Tree=11
num_leaves=12
num_cat=0
split_feature=112 71 112 93 75 60 85 19 31 93 66
split_gain=35.5204 12.8725 12.104 8.33807 6.14978 4.67937 3.51775 3.40534 3.07117 2.87627 2.60044
threshold=0.0013146653072908523 0.045367386192083366 0.034632634371519096 0.0014881226234138014 0.001792412775103003 0.00017767510871635753 0.0022272822679951791 0.017188700847327713 0.00017767510871635753 0.0070226341485977182 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 8 10 -5 7 9 -1 -3 -2
right_child=2 6 -4 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0038967821567277177 0.0064998527846998879 0.0032284420110809671 0.013583239761288316 0.0034320425748600425 -0.00056504881216486245 -0.0029926252577006747 -0.0089617492861735794 -0.0051506042917371297 -0.0074601396323266539 0.011269923812542455 -0.0027875003232407714
leaf_weight=1968.6157335042953 1480.542155623436 959.70456409454346 539.95609521865845 694.81610691547394 823.04463827610016 989.09549272060394 87.382368803024292 146.20317757129669 1561.3272091150284 192.19250392913818 117.11978650093079
leaf_count=1181 478 406 115 279 411 567 61 85 1092 54 51
internal_value=0 -0.00244966 0.00546031 -0.00381567 0.00364843 -0.000341677 0.00269091 0.00347532 -0.00547289 0.00457015 0.00581902
internal_weight=0 6599.34 2960.66 5213.85 2420.71 1683.91 1385.48 1298.1 3529.94 1151.9 1597.66
internal_count=4780 3725 1055 3119 940 846 606 545 2273 460 529
is_linear=0
shrinkage=0.06


Tree=12
num_leaves=12
num_cat=0
split_feature=93 71 148 75 40 97 71 112 40 73 3
split_gain=35.5939 12.3018 6.82255 4.48 4.17337 4.38136 3.52599 2.88996 2.66134 2.40892 2.29751
threshold=0.013032016810029747 0.015200819820165636 0.00244467705488205 0.00017767510871635753 0.0066005610860884198 0.0026012937305495147 0.025578102096915249 0.00046126570669002836 0.0020932231564074759 0.00087947337306104611 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -3 5 -1 10 8 -5 -9 -4
right_child=2 3 6 7 -6 -7 -8 9 -10 -11 -12
leaf_value=-0.0016359017059129584 0.010403462877179139 0.0040579634710345112 0.0016426758012594129 -0.007687210196247447 -0.0067045783794763602 -0.0075029720515432038 0.0072252344483784746 0.0062806345923826293 -0.0010011070954733762 -0.00075603584756831215 -0.01291113238516838
leaf_weight=2425.6465969085693 986.9970223903656 1085.016402721405 617.97055423259735 283.84971642494202 1409.308743596077 564.93303322792053 551.03979122638702 302.32114481925964 874.89935028553009 416.33499395847321 41.682482481002808
leaf_count=1314 233 426 254 187 968 406 172 113 467 206 34
internal_value=0 -0.00200026 0.00670092 0.000988745 -0.00401274 -0.00274422 0.00368248 -0.00078506 -0.00263895 0.00220412 0.000723043
internal_weight=0 7362.31 2197.69 2962.42 4399.89 2990.58 1210.69 1877.41 1158.75 718.656 659.653
internal_count=4780 4087 693 1399 2688 1720 460 973 654 319 288
is_linear=0
shrinkage=0.06


Tree=13
num_leaves=12
num_cat=0
split_feature=3 93 93 93 71 40 63 19 119 116 60
split_gain=20.7128 23.5061 7.85972 5.73295 5.48728 4.47232 3.61949 2.88497 2.84276 2.78434 2.58706
threshold=0.0011980500421486797 0.013032016810029747 0.00017767510871635753 0.18012819439172748 0.015200819820165636 0.0066005610860884198 0.0095705352723598498 0.004017772153019906 0.00038414125447161501 0.0063990866765379914 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -4 7 -3 -9 10 -6
right_child=-2 3 4 -5 9 -7 -8 8 -10 -11 -12
leaf_value=-0.0041684071470446333 -0.0046682512572466172 0.0084844286304253808 0.0006896756706707191 0.01343376341275866 0.0064900689842147009 -0.0058590253206878707 -0.005013694787251579 0.0012044733789175327 0.012886066695119288 -0.0020242962761748374 0.0015591577340763553
leaf_weight=1484.8030966520309 2519.7738176584244 880.0745142698288 1170.0220073461533 419.88761579990387 867.21103167533875 552.80567514896393 108.90268552303314 484.20922362804413 88.740519762039185 297.46742105484009 686.10222375392914
leaf_count=872 1634 228 557 89 310 355 58 186 21 157 313
internal_value=0 0.00167082 -0.000499246 0.00720972 0.00102526 -0.00141161 0.00553653 0.00632726 0.00301376 0.00329366 0.00431207
internal_weight=0 7040.23 5058.41 1981.81 3573.61 1722.83 1561.93 1453.02 572.95 1850.78 1553.31
internal_count=4780 3146 2564 582 1692 912 493 435 207 780 623
is_linear=0
shrinkage=0.06


Tree=14
num_leaves=12
num_cat=0
split_feature=124 112 75 37 50 98 66 116 92 71 143
split_gain=21.3584 16.0054 4.21294 3.74356 5.13722 4.36772 3.16989 4.22052 3.11814 2.94898 2.93585
threshold=0.0026012937305495147 0.0013146653072908523 0.001792412775103003 0.00017767510871635753 0.26590165495872503 0.010180860292166473 0.001792412775103003 0.0016846025246195497 0.011169348377734424 0.072653736919164671 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 10 -5 7 -3 -7 -2 -1
right_child=9 2 -4 5 -6 8 -8 -9 -10 -11 -12
leaf_value=0.0020467693000646931 -0.004636155331298384 0.0099499591306343223 0.00093201042286071903 -0.0042771817751882579 0.011889436485618897 -0.0015178598600496444 -0.0029007030877836607 0.0039798579475001797 0.0069661009272562078 0.0032652131284895167 -0.0029986362885091162
leaf_weight=1407.9143975973129 2848.0974650382996 1121.255135178566 506.64100682735443 1294.3082814216614 155.25659847259521 408.9792617559433 108.01626789569855 687.7748636007309 252.08202362060547 180.84441673755646 588.83011412620544
leaf_count=638 1847 274 218 768 41 200 47 239 96 79 333
internal_value=0 0.00193135 0.00579801 -0.000350305 0.00137635 -0.00225059 0.00708401 0.00768019 0.00171732 -0.0041644 0.000558904
internal_weight=0 6531.06 2423.69 4107.37 2152 1955.37 1917.05 1809.03 661.061 3028.94 1996.74
internal_count=4780 2854 778 2076 1012 1064 560 513 296 1926 971
is_linear=0
shrinkage=0.06


Tree=15
num_leaves=12
num_cat=0
split_feature=112 71 93 124 132 50 0 35 17 119 86
split_gain=23.9515 13.775 5.35507 5.98773 5.24429 5.11682 3.78849 3.07796 2.93496 2.77462 2.70861
threshold=0.0079489401541650313 0.015200819820165636 0.00017767510871635753 0.0038949446752667431 0.00090704852482303988 0.26590165495872503 0.0038949446752667431 0.016164712607860569 0.0012357163941487672 0.0010585968848317864 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 5 10 7 9 8 -4 -2 -1
right_child=6 2 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00047942613676524358 0.011589742632114706 -0.0027062722340324419 0.004331988690601629 -0.0043983250188601988 -0.0061280938343042553 0.011898809779845693 0.0024926249535728506 0.011423262983512218 -0.00017079580728031942 0.00083648710738493245 -0.0040562609667084927
leaf_weight=1973.3191641569138 727.24477767944336 795.41959357261658 1212.5978587865829 358.94748270511627 1530.3638360500336 257.4826272726059 305.63442432880402 145.29171109199524 913.8724821805954 98.026331663131714 1241.7995427846909
leaf_count=993 165 433 441 214 1101 73 102 50 420 32 756
internal_value=0 -0.00110005 0.00165298 0.00285353 -0.00323704 0.00388271 0.0081991 0.00297416 0.00239687 0.0103125 -0.00186093
internal_weight=0 8429.09 3683.61 2888.19 4745.48 2529.24 1130.91 2271.76 2126.47 825.271 3215.12
internal_count=4780 4481 1631 1198 2850 984 299 911 861 197 1749
is_linear=0
shrinkage=0.06


Tree=16
num_leaves=12
num_cat=0
split_feature=93 85 93 63 147 107 93 102 93 83 53
split_gain=23.1682 8.73874 4.89445 4.73515 4.1773 3.32952 3.11052 2.75654 3.07662 2.63554 2.55223
threshold=0.013032016810029747 0.0005375427135732026 0.00017767510871635753 0.00099512818269431613 0.0092791137285530585 0.0021592099219560628 0.088838413357734694 0.0041444667149335155 0.0014881226234138014 0.0063990866765379914 0.040252277627587325
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 6 -5 -3 -2 8 -7 -10 -1
right_child=3 5 -4 4 -6 7 -8 -9 9 -11 -12
leaf_value=-0.0020251624627213687 0.005135274683808669 -0.005914117041202982 0.0015971030984721084 0.0040542978635525603 -0.0082263696011306078 -0.0037513186307535857 0.012009410082369269 -0.0048509167601520041 -0.0058223077011112642 0.0053836082478899549 -0.011519046084086406
leaf_weight=1202.4938244819641 469.62995481491089 1593.5666352510452 2847.3139992952347 1140.4487854242325 109.26727211475372 402.03821384906769 478.34383797645569 706.20734047889709 92.808021306991577 406.5023021697998 111.37964510917664
leaf_count=652 133 1132 1264 389 72 256 99 463 62 174 84
internal_value=0 -0.00161378 0.000199275 0.0054062 0.00298055 -0.0039706 0.00860394 -0.00204399 0.000155233 0.00330074 -0.00282998
internal_weight=0 7362.31 4161.19 2197.69 1249.72 3201.12 947.974 1607.56 901.349 499.31 1313.87
internal_count=4780 4087 2000 693 461 2087 232 955 492 236 736
is_linear=0
shrinkage=0.06


Tree=17
num_leaves=12
num_cat=0
split_feature=147 93 116 19 71 31 20 112 0 93 21
split_gain=15.1697 14.5619 4.93272 3.69045 3.61216 3.1601 2.84475 2.66144 2.45681 2.34706 2.22319
threshold=0.0045489775948226461 0.013032016810029747 0.0063990866765379914 0.004017772153019906 0.015200819820165636 0.00060774214216507982 0.0042751494329422721 0.010829726699739696 0.0044099434744566688 0.00017767510871635753 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 5 -1 -5 -2 10 -6 -3
right_child=7 3 -4 6 9 -7 -8 -9 -10 -11 -12
leaf_value=0.00044114770012046071 -0.0037509007121609068 0.0124187720453348 -0.0033915569424985397 0.004042999708203974 -0.0010380568754890093 -0.005914262740003502 -0.0078871881002586346 0.0071088549559932936 0.0024066707192566448 0.0039238993822202431 0.0066652897594926879
leaf_weight=1092.8369169235229 3007.6038583517075 468.71848833560944 1237.0279169082642 581.50638210773468 448.54937124252319 379.44918620586395 82.113960742950439 83.49716055393219 218.45939767360687 1460.8698207139969 499.36737251281738
leaf_count=542 1936 98 711 190 222 241 43 27 72 575 123
internal_value=0 0.00165216 -0.00014957 0.00614998 0.00103635 -0.00119682 0.0025668 -0.00345756 0.00815401 0.00275827 0.00945096
internal_weight=0 6468.9 4618.73 1850.17 3381.71 1472.29 663.62 3091.1 1186.55 1909.42 968.086
internal_count=4780 2817 2291 526 1580 783 233 1963 293 797 221
is_linear=0
shrinkage=0.06


Tree=18
num_leaves=12
num_cat=0
split_feature=85 93 116 124 53 93 34 47 20 93 58
split_gain=13.4505 11.5047 6.01975 4.88513 4.57755 3.55259 3.39547 3.06535 2.96784 3.25551 2.38285
threshold=0.00060774214216507982 0.088838413357734694 0.0019672545604407792 0.016668972559273246 0.0028552538715302949 0.00017767510871635753 0.032603342086076743 0.040252277627587325 0.0013146653072908523 0.030689206905663017 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 -1 8 -7 9 -6 -4
right_child=3 -3 10 -5 6 7 -8 -9 -10 -11 -12
leaf_value=-0.00085848276516348849 -0.004973818559909601 0.0093693497835414322 -0.0091331397984745037 -0.0073000972364418134 0.0014097154666823206 0.0047593706601113941 -0.0090883538062825585 -0.0068458166694516081 -0.0026252875212445896 0.011403590950021964 -0.00071887911958083716
leaf_weight=663.56329381465912 1034.7132811546326 635.53051614761353 126.95247828960419 728.34968364238739 940.1894736289978 1823.344876408577 135.89875245094299 85.791826844215393 594.98493981361389 134.07581949234009 2656.6048905849457
leaf_count=346 683 145 83 553 486 648 104 46 362 34 1290
internal_value=0 0.00173675 0.00083113 -0.00291638 -0.00179207 0.00292339 3.17109e-05 0.00423786 0.000774203 0.00265702 -0.00110264
internal_weight=0 5991.79 5356.26 3568.21 2839.86 2572.7 1805.15 1909.14 1669.25 1074.27 2783.56
internal_count=4780 2558 2413 2222 1669 1040 986 694 882 520 1373
is_linear=0
shrinkage=0.06


Tree=19
num_leaves=12
num_cat=0
split_feature=75 93 50 93 114 64 107 19 34 149 44
split_gain=13.1032 6.67913 5.44649 4.91128 4.85448 3.03335 3.93738 2.85752 2.55759 2.47537 3.10054
threshold=0.00064626874518580746 0.00082683752407319855 0.037906534969806678 0.0012745757703669371 0.0066005610860884198 0.000490355829242617 0.0031340263085439806 0.02636832278221846 0.0041444667149335155 0.070576477795839324 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 9 -4 -8 10 -3
right_child=1 4 7 -5 -6 -7 8 -9 -10 -11 -12
leaf_value=-0.0018791453236073311 -0.004229321429593637 0.0012285151846942381 0.0066722656380267175 0.0035105866680632393 -0.005584097712242833 0.0097144862089509794 0.0065198707239721059 -0.0062349444091327668 0.00094067121227778391 0.011618374267179684 -0.0057847356508230622
leaf_weight=1084.3053270578384 2370.1001161336899 359.60150933265686 1188.3681914806366 1387.4446942806244 496.98365700244904 131.98849534988403 371.81096529960632 65.13287889957428 1446.7803827524185 42.361557960510254 615.12205672264099
leaf_count=583 1577 170 363 474 354 46 132 36 656 14 375
internal_value=0 -0.00177492 0.00278 0.00114622 -9.59032e-05 0.000823184 0.000409332 0.0060016 0.00208134 -0.00258029 -0.00319736
internal_weight=0 5834.75 3725.25 2471.75 3464.65 2967.66 2835.68 1253.5 1818.59 1017.09 974.724
internal_count=4780 3324 1456 1057 1747 1393 1347 399 788 559 545
is_linear=0
shrinkage=0.06


Tree=20
num_leaves=12
num_cat=0
split_feature=112 71 31 85 50 40 78 116 124 60 141
split_gain=14.6337 8.81336 3.76139 3.6984 3.56538 3.01665 2.95206 2.87335 2.49208 2.28457 2.48156
threshold=0.0079489401541650313 0.015200819820165636 0.00093549740267917525 0.0022272822679951791 0.26590165495872503 0.0017376682371832433 0.0092791137285530585 0.0063990866765379914 0.0015349716995842757 0.00085274505545385193 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 7 -6 -2 9 -1 -3 -11
right_child=6 3 -4 -5 5 -7 -8 -9 -10 10 -12
leaf_value=0.00016454897261876977 0.0072556303331039705 0.003668494417721567 -0.0049953295064071295 -0.0042478035994182985 0.011805644744633175 -0.0006803670374462544 -0.0046880926437206641 -0.0027279637809882518 -0.0031951846205245903 -0.0059678043899696652 0.0014884778671033418
leaf_weight=1714.3531416654587 1050.7216526269913 1487.9730343818665 1549.3821443319321 381.90109694004059 225.26824998855591 100.84282898902893 80.183881044387817 517.38516509532928 1481.7472569942474 203.27619993686676 766.9651802778244
leaf_count=840 261 556 1048 243 57 48 38 285 962 111 331
internal_value=0 -0.000859848 -0.00256919 0.00134224 0.00198883 0.00794461 0.00640879 0.0013361 -0.00139306 0.00219148 -7.3695e-05
internal_weight=0 8429.09 4745.48 3683.61 3301.71 326.111 1130.91 2975.6 3196.1 2458.21 970.241
internal_count=4780 4481 2850 1631 1388 105 299 1283 1802 998 442
is_linear=0
shrinkage=0.06


Tree=21
num_leaves=12
num_cat=0
split_feature=112 85 112 116 70 17 71 50 89 102 51
split_gain=13.354 5.30563 4.86973 4.06672 2.92444 3.52001 2.41236 2.2124 1.93807 1.93275 2.34586
threshold=0.0013146653072908523 0.0005375427135732026 0.034632634371519096 0.0022975050378590827 0.0012357163941487672 0.0012357163941487672 0.015200819820165636 0.26590165495872503 0.0023699469165876512 0.0048403022810816774 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 7 8 6 -6 -1 9 10 -2
right_child=2 -3 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.0011927551165706782 0.0068560614926434617 -0.0034348145336170473 0.0085002920383249227 -0.0021233850437217343 -0.00047587060615552718 -0.0034942129056384774 0.0059316690949354507 0.0079370948689031461 -0.0048374785124694689 -0.0042294143726157229 -0.0052853582418901637
leaf_weight=1786.9488995075226 844.93649291992188 2880.8837710618973 539.95609521865845 1737.3819024562836 418.24002480506897 523.64713752269745 427.97252118587494 194.12258362770081 73.192735433578491 71.262655735015869 61.455012798309326
leaf_count=817 261 1908 115 941 187 249 123 59 46 41 33
internal_value=0 -0.00150201 0.00334799 -4.56344e-06 0.00219873 0.000372176 0.00276475 0.00185362 0.00457979 0.00528482 0.00603285
internal_weight=0 6599.34 2960.66 3718.45 2420.71 1369.86 846.213 1981.07 1050.85 977.654 906.392
internal_count=4780 3725 1055 1817 940 559 310 876 381 335 294
is_linear=0
shrinkage=0.06


Tree=22
num_leaves=12
num_cat=0
split_feature=147 112 93 71 50 11 66 69 68 127 29
split_gain=9.04287 8.71723 4.31404 3.40886 2.69279 2.91459 2.63096 1.93061 2.51292 3.05225 1.87206
threshold=0.0045489775948226461 0.00046126570669002836 0.088838413357734694 0.015200819820165636 0.26590165495872503 0.016668972559273246 0.00057154725072905432 0.0011261500185355546 0.0027679565828293566 0.0030382014811038975 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 5 6 -1 8 -3 -10 -2
right_child=10 2 -4 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.00011149341680112715 -0.0039018461711631943 0.0065927170752910109 0.0074748829173589687 0.0040316019986365087 0.0062645806780635737 -0.0066764266012807353 -0.0062578955042117256 -0.0028691983834934179 0.0012949170061391044 -0.013555174092500908 -0.00090029041562010549
leaf_weight=2198.1156808137894 1822.0159691572189 255.91713416576385 715.16751730442047 1605.199967622757 168.924400806427 347.93893325328827 282.98834764957428 538.20135748386383 296.55595457553864 59.889519691467285 1269.0850497484207
leaf_count=1101 1219 82 162 542 59 229 200 278 122 42 744
internal_value=0 0.00127561 0.0033226 0.00224501 -0.00109432 -0.00153373 -0.000812536 -0.000247544 0.00205661 -0.00120018 -0.00266952
internal_weight=0 6468.9 3470.93 2755.76 2997.97 2829.04 2481.1 1150.56 612.363 356.445 3091.1
internal_count=4780 2817 1228 1066 1589 1530 1301 524 246 164 1963
is_linear=0
shrinkage=0.06


Tree=23
num_leaves=12
num_cat=0
split_feature=124 116 50 112 116 83 63 93 52 133 11
split_gain=8.65102 5.84588 3.18443 3.09483 2.86705 3.17397 2.46536 4.38049 2.25955 2.40768 2.92802
threshold=0.0026012937305495147 0.0019672545604407792 0.037906534969806678 0.034632634371519096 0.024810968898236755 0.0046923852059990176 0.0060143163427710542 0.00017767510871635753 0.028884131461381916 0.0042751494329422721 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -3 7 -1 9 -7 -11
right_child=-2 4 -4 -5 -6 8 -8 -9 -10 10 -12
leaf_value=-0.0033037460945175919 -0.0026503444511780114 -0.0059564938612805601 0.0056092829278404609 0.0078599005991094664 -0.0065305396073525685 -0.0016447637200443827 -0.0090890301654405325 0.0031786439289906384 -0.006948303977855206 0.0039914938238405934 -0.0013274791402157781
leaf_weight=527.55739462375641 3028.941881775856 294.5187281370163 1119.9220330715179 256.41391634941101 267.39046561717987 830.06083273887634 85.974120140075684 1300.1374720335007 135.35187256336212 1166.2439458370209 547.48716938495636
leaf_count=307 1926 182 338 55 177 427 53 485 83 458 289
internal_value=0 0.00122916 0.00301084 0.00166986 -0.000579424 -4.43027e-05 0.000840447 0.00130753 0.000605625 0.00100756 0.00229224
internal_weight=0 6531.06 3290 2170.08 3241.05 2973.66 1913.67 1827.69 2679.14 2543.79 1713.73
internal_count=4780 2854 1238 900 1616 1439 845 792 1257 1174 747
is_linear=0
shrinkage=0.06


Tree=24
num_leaves=12
num_cat=0
split_feature=75 93 50 110 132 40 53 93 101 18 60
split_gain=7.88021 4.69231 3.68239 3.09541 2.81158 2.74743 4.5088 2.71863 2.50173 2.12827 2.10975
threshold=0.00064626874518580746 0.00082683752407319855 0.12767273932695392 0.04673989117145539 0.0042751494329422721 0.0066005610860884198 0.040252277627587325 0.18012819439172748 0.028020657598972324 0.015675474889576439 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 9 6 7 8 -1 10 -3
right_child=1 3 -4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.002655075502422798 -0.0034336565439912398 0.00086171317180321148 0.0062499984699788515 0.0067949149715514313 -0.0065442912092336528 -0.0037732792537087676 -0.0045114870833335222 0.0088194690936444688 -0.0063444775125667463 -0.0065342398340321687 -0.0061913329049207841
leaf_weight=2023.1255035400391 2370.1001161336899 2658.1453348398209 652.37940239906311 227.56291627883911 250.95626366138458 343.16730737686157 342.82776963710785 246.08444237709045 117.66666638851166 166.00075674057007 161.98335289955139
leaf_count=763 1577 1257 193 76 191 184 194 50 72 108 115
internal_value=0 -0.00137644 0.00215588 3.08594e-05 -0.000444645 0.00128669 0.0019228 0.00284696 0.00216042 6.79734e-05 0.000456598
internal_weight=0 5834.75 3725.25 3464.65 3237.09 3072.87 2729.7 2386.88 2140.79 2986.13 2820.13
internal_count=4780 3324 1456 1747 1671 1263 1079 885 835 1480 1372
is_linear=0
shrinkage=0.06


Tree=25
num_leaves=12
num_cat=0
split_feature=124 110 93 79 50 37 113 112 112 71 71
split_gain=7.00504 5.45096 5.55363 3.57167 2.77732 2.36177 2.10579 3.07241 1.93185 2.05031 1.83006
threshold=0.0026012937305495147 0.0035485138650983576 0.00017767510871635753 0.00055427959887310873 0.26590165495872503 0.0027679565828293566 0.0019071503775194289 0.00017767510871635753 0.0079489401541650313 0.15819545835256579 0.02129978779703379
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -3 9 -2 -8
right_child=8 6 3 -5 -6 -7 10 -9 -10 -11 -12
leaf_value=-0.003362705903571254 -0.0029667464577330257 -0.0027474418166880043 0.0035254176821823777 -0.00026089977753549799 0.010259199842283965 -0.0050334334954746582 -0.00023464050477000671 0.0079124041180232193 0.0046653856416358974 0.0072420277291959899 0.004843911713819332
leaf_weight=1265.067645907402 2822.559744477272 114.51063132286072 1031.2316110134125 2117.5171154737473 197.43586313724518 130.78758883476257 543.5769122838974 649.04107403755188 133.73628175258636 72.64585554599762 481.88950848579407
leaf_count=751 1857 66 365 1001 48 69 231 180 44 25 143
internal_value=0 0.00110607 4.1382e-05 0.00127993 0.00367996 0.0025621 0.00392816 0.00631374 -0.00238492 -0.00271059 0.00215188
internal_weight=0 6531.06 4742.04 3476.97 1359.46 1162.02 1789.02 763.552 3028.94 2895.21 1025.47
internal_count=4780 2854 2234 1483 482 434 620 246 1926 1882 374
is_linear=0
shrinkage=0.06


Tree=26
num_leaves=12
num_cat=0
split_feature=75 71 93 95 112 93 116 131 99 37 60
split_gain=6.64558 4.17325 4.45123 2.73062 2.68168 3.05654 2.86703 2.15186 3.15654 1.89515 1.83051
threshold=0.0054799309000372895 0.010829726699739696 0.0070226341485977182 0.011169348377734424 0.00082683752407319855 0.0014881226234138014 0.00017767510871635753 0.0095705352723598498 0.0046923852059990176 0.0027679565828293566 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 5 -1 -6 8 -3 -7 -10
right_child=-2 2 -4 -5 6 9 -8 -9 10 -11 -12
leaf_value=-0.0036874744331775299 -0.0031566256761250567 -1.6969140909557856e-05 0.0042298035743477784 -0.0051323282872280758 0.0085092661437901115 0.0031002729418966586 0.00013361764600419186 -0.0038254414796599768 0.0067544329903327033 -0.0071856953430084487 0.00042938459401706876
leaf_weight=1433.0736289024353 1919.0236876010895 1365.7601817846298 1837.0697277784348 286.79840934276581 173.80317342281342 455.35822355747223 958.66090202331543 286.27657830715179 530.06635439395905 75.122815132141113 238.98615002632141
leaf_count=936 1281 655 553 162 39 207 412 165 196 51 123
internal_value=0 0.000792783 0.0019501 0.00040351 -0.000906153 -0.0022472 0.00141906 0.00105928 0.00171431 0.00164365 0.0047889
internal_weight=0 7640.98 4544.96 2707.89 3096.02 1963.55 1132.46 2421.09 2134.81 530.481 769.053
internal_count=4780 3499 1854 1301 1645 1194 451 1139 974 258 319
is_linear=0
shrinkage=0.06


Tree=27
num_leaves=12
num_cat=0
split_feature=43 93 69 40 100 70 44 102 124 112 70
split_gain=5.06142 4.14636 4.65158 3.44215 2.72586 2.33345 3.0792 2.00107 1.97377 2.99594 1.95489
threshold=0.0022975050378590827 0.00017767510871635753 0.00046126570669002836 0.011519505176693203 0.00017767510871635753 0.0026012937305495147 0.032603342086076743 0.0041444667149335155 0.0038949446752667431 0.034632634371519096 0.010500331409275534
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -2 6 -4 10 9 -6 -3
right_child=4 2 5 -5 8 -7 -8 -9 -10 -11 -12
leaf_value=-0.0031558049244880503 0.0093194383925754975 0.0045737375208485366 -0.0011059225783564776 -0.0061746938599938342 0.0014938967404999578 -0.0045619856286487738 0.011299073290931782 -0.00088393234710019487 -0.0020708074804098972 0.008838631090029506 -0.0043190170221973764
leaf_weight=2160.0971617698669 166.29019677639008 1321.6577887535095 1111.4836872816086 163.02701497077942 2612.0627644062042 758.16919922828674 77.027845978736877 388.86719369888306 489.39553380012512 216.50426912307739 95.417176485061646
leaf_count=1392 50 482 636 109 1031 454 32 211 293 43 47
internal_value=0 -0.00104547 0.000118704 0.00217496 0.00182307 -0.0019611 -0.00030195 0.00292871 0.00144737 0.00205608 0.00397495
internal_weight=0 6075.75 3915.65 1968.97 3484.25 1946.68 1188.51 1805.94 3317.96 2828.57 1417.07
internal_count=4780 3363 1971 849 1417 1122 668 740 1367 1074 529
is_linear=0
shrinkage=0.06


Tree=28
num_leaves=12
num_cat=0
split_feature=93 18 124 148 99 63 23 73 45 95 29
split_gain=8.08636 3.86376 3.45298 2.61732 2.60089 2.35441 2.10373 1.93386 1.75874 1.63622 1.99699
threshold=0.0014881226234138014 0.0045489775948226461 0.0026012937305495147 0.0005893622583243997 0.0084566329605877417 0.00085274505545385193 0.0031340263085439806 0.0044099434744566688 0.017188700847327713 0.0014881226234138014 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 9 8 -7 -8 -2 10 -1
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.0034766148047113764 0.0059937892864790317 -0.0030015696344025222 -0.00087794831408678461 -0.0024482795897458496 0.008521448037915413 -0.0034719392497184051 0.0030757130872715037 -0.0040330150421592423 -6.940963510447407e-05 -0.0068661020709658927 0.0057866263366882333
leaf_weight=154.08074080944061 1139.6695145368576 576.20597386360168 1010.6158094406128 3842.7758547067642 154.39522969722748 235.46552836894989 1801.1204353570938 149.17691934108734 202.88656449317932 109.97139644622803 183.63586521148682
leaf_count=88 313 309 564 2398 54 103 647 84 73 76 71
internal_value=0 0.00162667 0.00221421 -0.00187197 0.00180631 0.0030999 0.00188519 0.00253197 0.00507752 -0.000509556 0.00156034
internal_weight=0 5115.14 4538.93 4444.86 602.083 3528.32 2185.76 1950.3 1342.56 447.688 337.717
internal_count=4780 2093 1784 2687 289 1220 834 731 386 235 159
is_linear=0
shrinkage=0.06


Tree=29
num_leaves=12
num_cat=0
split_feature=93 114 19 62 23 85 52 88 125 42 47
split_gain=7.14511 3.78122 4.0862 2.35471 2.19944 2.05381 1.76858 2.31939 2.04891 2.03565 1.70839
threshold=0.0014881226234138014 0.0066005610860884198 0.004017772153019906 0.0005375427135732026 0.0025217677466571335 0.0005375427135732026 0.020658296532928947 0.0034400182776153092 0.04273676127195359 0.0079489401541650313 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 6 -5 -1 7 8 9 -2 -11
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.00057201060031500438 0.008359183163783172 -0.0039444373021320506 -8.6037426898516987e-05 -0.0069040554099655078 0.0021867431273837044 -0.0031602668101198194 -0.0009372178608028736 -0.0024787440033231232 -0.0027472224365648027 0.013040227708848551 0.0017952551161682778
leaf_weight=2405.3021378517151 914.92309558391571 417.29655814170837 1949.221692442894 106.79031252861023 931.79703068733215 2039.5569490194321 169.8108184337616 120.45811486244202 86.65319561958313 56.186604738235474 362.00332236289978
leaf_count=1270 253 289 874 46 325 1417 70 64 33 15 124
internal_value=0 0.00152907 0.00201527 0.00350543 0.001252 -0.00175965 0.00487405 0.00551474 0.00619294 0.00677406 0.00330609
internal_weight=0 5115.14 4697.84 2748.62 1038.59 4444.86 1710.04 1540.22 1419.77 1333.11 418.19
internal_count=4780 2093 1804 930 371 2687 559 489 425 392 139
is_linear=0
shrinkage=0.06


Tree=30
num_leaves=12
num_cat=0
split_feature=115 75 93 51 11 116 19 85 30 136 111
split_gain=3.9485 3.77809 4.54467 3.44183 3.44879 2.66422 3.29451 2.10743 2.51403 2.20995 2.16845
threshold=0.019431582652032379 0.0054799309000372895 0.0014881226234138014 0.016164712607860569 0.0062037324532866487 0.0063990866765379914 0.014293605927377941 0.0022272822679951791 0.00075379351619631063 0.0015349716995842757 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 7 8 9 -1 -9
right_child=-2 -3 3 -5 -6 -7 -8 10 -10 -11 -12
leaf_value=-0.00046073597672182173 -0.0035507701387671995 -0.0024219108010030028 0.0038002985504020947 -0.0046737239178561108 -5.5180984524670987e-05 -0.0040178280997407974 -0.0056022516574104992 -0.0073193180504136698 0.005477415377525832 0.0086950403683475758 0.0079515937534232577
leaf_weight=1068.6823961734772 1008.4964851140976 1408.0076416730881 2807.9400857686996 244.93363356590271 1188.8830711841583 719.32826292514801 303.98683333396912 176.35527956485748 487.91213858127594 104.1561084985733 41.317895889282227
leaf_count=536 713 895 927 121 521 460 200 137 213 37 20
internal_value=0 0.00041875 0.000978654 0.00223036 0.00265346 -0.000851092 0.000192673 0.00113047 0.00185805 0.00035236 -0.00442065
internal_weight=0 8551.5 7143.5 4241.76 3996.82 2901.74 2182.41 1878.42 1660.75 1172.84 217.673
internal_count=4780 4067 3172 1569 1448 1603 1143 943 786 573 157
is_linear=0
shrinkage=0.06


Tree=31
num_leaves=12
num_cat=0
split_feature=112 43 69 30 118 21 92 51 53 31 53
split_gain=5.34882 3.0699 2.94195 3.28294 2.40463 2.27034 1.95035 1.85525 2.47141 2.50874 2.46369
threshold=0.0079489401541650313 0.0032328735105693345 0.00073092587990686308 0.0044099434744566688 0.0084566329605877417 0.0092791137285530585 0.017188700847327713 0.016164712607860569 0.040252277627587325 0.00082683752407319855 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -2 -4 8 9 10 -1
right_child=4 -3 6 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00068267118752891735 0.0061121609821414829 0.0012141818485063292 -0.0040991769457838067 -0.0036925659497297797 -0.0032000881583763908 -0.0022540818377141873 3.2027400629667567e-05 -0.0048692575446995954 -0.0043974919724844748 -0.0026108362034180455 0.0048722902700588629
leaf_weight=1141.6677894592285 845.40822625160217 2559.446879029274 1602.7522517442703 786.9881991147995 150.01323926448822 135.4840681552887 553.45970177650452 202.41483116149902 267.02587902545929 408.84706616401672 906.49170112609863
leaf_count=551 210 1084 1047 570 47 42 311 124 163 241 390
internal_value=0 -0.000519845 -0.00127596 -0.000252386 0.00387461 0.00495659 -0.00303877 0.000672757 0.00108457 0.00168035 0.00253695
internal_weight=0 8429.09 5869.65 3713.44 1130.91 980.892 2156.21 2926.45 2724.03 2457.01 2048.16
internal_count=4780 4481 3397 2039 299 252 1358 1469 1345 1182 941
is_linear=0
shrinkage=0.06


Tree=32
num_leaves=12
num_cat=0
split_feature=71 31 110 20 112 126 103 50 127 142 79
split_gain=4.28633 2.54999 3.32334 2.39522 1.93183 1.85856 1.84326 1.9684 2.26228 1.87576 1.76512
threshold=0.015200819820165636 0.00093549740267917525 0.015675474889576439 0.00017767510871635753 0.034632634371519096 0.00082683752407319855 0.099559046328067793 0.018276390619575981 0.00039601318712811922 0.00899649551138282 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 -2 -4 7 -5 -9 -10 -1
right_child=3 -3 5 6 -6 -7 -8 8 9 -11 -12
leaf_value=-0.00011308103919528811 0.0022796618778335 -0.0031202698049458814 0.006353798741026059 -0.0020381043830238433 0.0082649885870346874 -0.0033073928813492259 0.011271777756020679 -0.0012090506634434201 0.0014275406998720327 0.0081598630213773875 -0.0033368290291023043
leaf_weight=2335.7872685194016 1756.5393576622009 1630.6096874475479 372.49004077911377 1063.9608680009842 218.25205552577972 88.765568614006042 51.986907601356506 580.17328000068665 393.35633087158203 239.82246994972229 828.25599730014801
leaf_count=1227 686 1080 112 539 41 45 15 254 153 86 542
internal_value=0 -0.00114969 -0.000263354 0.00140394 0.00294115 0.00449457 0.00010068 -0.000154336 0.0014975 0.00397747 -0.000956966
internal_weight=0 5255.91 3625.3 4304.09 1974.79 461.256 2329.3 2277.31 1213.35 633.179 3164.04
internal_count=4780 3006 1926 1774 727 157 1047 1032 493 239 1769
is_linear=0
shrinkage=0.06


Tree=33
num_leaves=12
num_cat=0
split_feature=85 107 40 93 66 102 99 140 117 50 45
split_gain=3.2483 3.08611 2.75478 2.71641 2.69807 3.74273 2.3772 1.78025 1.86352 1.81746 1.77184
threshold=0.0005375427135732026 0.0031340263085439806 0.0066005610860884198 0.088838413357734694 0.00075379351619631063 0.0041444667149335155 0.00017767510871635753 0.13119348138570788 0.027182282879948619 0.26590165495872503 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 5 6 -3 9 -9 -1 -11
right_child=1 4 -4 -5 -6 -7 -8 8 -10 10 -12
leaf_value=0.00097772758996501029 -0.0028569931608744296 -0.0037020182750488865 -0.0016268619899338045 0.0053730926270207195 -0.0042614235973155298 -0.0023684926441054788 0.0056005514899301291 -0.0075513424354394232 0.0061687454340024735 0.00045215917859003408 0.011344918785509715
leaf_weight=3535.9752805233002 2154.0425314903259 115.03246235847473 1227.8492517471313 590.19521641731262 327.80181634426117 481.70026385784149 704.80604314804077 157.75860691070557 46.039424061775208 95.052589893341064 123.74634552001953
leaf_count=1514 1459 63 635 132 216 297 294 91 17 33 29
internal_value=0 -0.00136662 0.000895064 0.00157581 0.000603707 0.00182902 0.0042953 0.00100966 -0.00445188 0.00130609 0.00661279
internal_weight=0 3783.38 5776.62 4548.77 1629.34 1301.54 819.839 3958.57 203.798 3754.77 218.799
internal_count=4780 2329 2451 1816 870 654 357 1684 108 1576 62
is_linear=0
shrinkage=0.06


Tree=34
num_leaves=12
num_cat=0
split_feature=93 19 43 114 53 148 118 62 23 45 96
split_gain=4.61523 3.10458 2.55141 2.24089 2.21534 2.45935 1.9254 1.86642 1.9517 1.78755 2.07819
threshold=0.0014881226234138014 0.004017772153019906 0.0081988852471113222 0.0054799309000372895 0.040252277627587325 0.0005893622583243997 0.00017767510871635753 0.0005375427135732026 0.0025217677466571335 0.021960759535431865 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 9 7 5 -1 -4 -2 -9 -3 -11
right_child=1 2 6 -5 -6 -7 -8 8 -10 10 -12
leaf_value=0.0027534277310011187 0.0042141007655082576 -0.0026816009400107963 -0.00054277940011805421 -0.0028969549653897041 -0.0062713514715963961 -0.0016091266330037623 0.0057657068750378553 -0.0067579314767974427 0.0018564254887923717 0.013346896336402694 -0.0010659219828698097
leaf_weight=534.31614923477173 1691.1239900588989 1290.7375620603561 364.819819688797 254.60908091068268 314.15906286239624 3596.3838747739792 333.28451788425446 105.56435716152191 918.49381494522095 56.186604738235474 100.32099795341492
leaf_count=244 547 700 140 170 222 2221 104 45 321 15 51
internal_value=0 0.00122891 -0.000510246 0.00248526 -0.00141423 -0.00104482 0.00246898 0.00298996 0.00096842 -0.00194733 0.00410831
internal_weight=0 5115.14 2145.35 2969.79 4444.86 4130.7 698.104 2715.18 1024.06 1447.25 156.508
internal_count=4780 2093 1010 1083 2687 2465 244 913 366 766 66
is_linear=0
shrinkage=0.06


Tree=35
num_leaves=12
num_cat=0
split_feature=31 93 51 66 102 149 19 106 11 19 113
split_gain=2.97969 3.53593 2.81204 2.75466 2.26778 2.18157 1.79395 2.12014 1.61736 1.69258 1.54845
threshold=0.00093549740267917525 0.0012745757703669371 0.016164712607860569 0.0012745757703669371 0.0036604277556762104 0.0021592099219560628 0.004017772153019906 0.011519505176693203 0.020658296532928947 0.014293605927377941 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 6 -2 -3 10 9 -1 -8
right_child=5 2 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-3.2489225912786742e-05 -0.0034927043035230957 0.0044681932931571267 -0.0051121038965673314 -0.0039392923439063709 -0.00079937669638927456 -8.9959991048586563e-05 -0.0014847837920058593 -0.005382256341065178 -0.0068929360433854763 -0.0046181113294684033 0.0039885492950538807
leaf_weight=2438.6603726148605 1271.4799114465714 1838.2956831455231 198.37237846851349 244.22950923442841 571.98122787475586 1453.8717237710953 259.80234241485596 144.61263561248779 154.10578966140747 328.8454784154892 655.7427796125412
leaf_count=1376 859 554 107 117 285 744 116 70 112 210 230
internal_value=0 0.0006689 0.00184813 0.00221983 0.00265327 -0.00167747 0.00333462 0.00136901 -0.000910496 -0.00057737 0.00243539
internal_weight=0 6834.65 3913.04 3714.66 3470.43 2725.35 2898.45 1060.16 2921.61 2767.51 915.545
internal_count=4780 3177 1479 1372 1255 1603 970 416 1698 1586 346
is_linear=0
shrinkage=0.06


Tree=36
num_leaves=12
num_cat=0
split_feature=3 116 19 101 136 59 43 99 60 53 115
split_gain=2.70805 3.20281 3.40606 2.51898 1.96746 2.15242 2.05498 2.46724 1.78815 1.51868 1.49923
threshold=0.00244467705488205 0.0092791137285530585 0.004017772153019906 0.05109804309904576 0.0012357163941487672 0.0098710241727530974 0.010180860292166473 0.00099512818269431613 0.00096484774257987748 0.023343417793512348 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 8 -8 -4 -3 -10
right_child=-2 9 4 -5 5 -7 7 -9 10 -11 -12
leaf_value=0.0022844212192343295 -0.0022442769952605562 -0.0013435473898729883 -0.00063884883325663721 -0.0082338031531485195 0.0057299206640692027 -0.005376296289258637 -0.0042601302051434456 0.0043822327087750098 -0.01062197869018534 -0.0066973746803495248 -0.0033479163270889365
leaf_weight=3950.5443905591965 1609.6612994670868 946.89117920398712 1000.5507266521454 83.704502701759338 294.62587487697601 79.844343304634094 169.10669410228729 400.68701422214508 120.48316371440887 238.85395443439484 665.0466890335083
leaf_count=1537 1128 536 477 58 117 48 66 135 88 164 426
internal_value=0 0.000454386 0.000958581 0.00206618 -0.000677969 0.00336186 -0.00132011 0.0018173 -0.002321 -0.00242201 -0.0044636
internal_weight=0 7950.34 6764.59 4034.25 2730.34 374.47 2355.87 569.794 1786.08 1185.75 785.53
internal_count=4780 3652 2952 1595 1357 165 1192 201 991 700 514
is_linear=0
shrinkage=0.06


Tree=37
num_leaves=12
num_cat=0
split_feature=31 110 123 98 99 103 21 137 129 17 0
split_gain=2.56163 3.27156 2.50168 2.13179 3.65753 2.36286 2.04346 2.29797 2.00403 3.00986 1.79044
threshold=0.0026833302108570938 0.0035485138650983576 0.021960759535431865 0.02636832278221846 0.0046923852059990176 0.016164712607860569 0.0026012937305495147 0.0014881226234138014 0.00040826165059115743 0.0021592099219560628 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 8 7 -3 9 -1 -6
right_child=-2 6 -4 4 10 -7 -8 -9 -10 -11 -12
leaf_value=0.00099345983482916188 -0.0021227532644669139 0.0049836157663397107 0.009772111664523412 -0.0017432461442857404 0.0079377382023337068 0.0083864864248493036 0.00040438705435357685 -0.0050687487296449058 -0.0024363331276677832 -0.0051480088550404732 0.0010327578447527782
leaf_weight=1933.8311525583267 1685.6774835586548 1053.4560520648956 87.879150986671448 504.16404724121094 350.08330643177032 94.870296597480774 921.33536112308502 88.765568614006042 2282.3030630350113 337.40211713314056 220.23223292827606
leaf_count=882 1029 366 34 192 104 26 361 45 1454 193 94
internal_value=0 0.000454424 -0.000274385 -0.000428657 0.00197997 -0.00098541 0.00250667 0.00420242 -0.00118067 8.11165e-05 0.00527132
internal_weight=0 7874.32 5810.77 5722.89 1074.48 4648.41 2063.56 1142.22 4553.54 2271.23 570.316
internal_count=4780 3751 2979 2945 390 2555 772 411 2529 1075 198
is_linear=0
shrinkage=0.06


Tree=38
num_leaves=12
num_cat=0
split_feature=71 25 112 66 53 115 69 123 79 19 53
split_gain=2.87703 2.06767 1.79174 2.15869 1.9955 1.86646 1.78448 2.57168 2.29271 1.67721 1.51557
threshold=0.015200819820165636 0.014293605927377941 0.0028552538715302949 0.0015833032084628942 0.040252277627587325 0.010829726699739696 0.00046126570669002836 0.021960759535431865 0.0049928687512874612 0.02636832278221846 0.030689206905663017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 5 9 7 8 -1 10 -2
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00082520935415433783 0.0017369749099122474 -0.0055076505789820023 0.0043689686130938413 -0.0056120975037711922 -0.0053229487531436647 -0.0037338152668567382 -0.0020950845986580286 0.01363960711781597 -0.0033387063263242349 -0.0027824321608222536 0.0088559376832534863
leaf_weight=2070.8236647844315 2246.0670870542526 161.61876630783081 960.23334646224976 84.905409216880798 186.9992424249649 264.57396829128265 2517.2217115163803 49.717290163040161 618.14589619636536 286.61611604690552 113.07733380794525
leaf_count=1028 938 101 242 35 108 161 1536 20 422 155 34
internal_value=0 0.00115021 0.00140997 0.00355812 0.000685112 0.00107115 -0.000941914 0.000118005 -0.000132 0.00155164 0.0020782
internal_weight=0 4304.09 4142.47 1045.14 3097.33 2910.33 5255.91 2738.69 2688.97 2645.76 2359.14
internal_count=4780 1774 1673 277 1396 1288 3006 1470 1450 1127 972
is_linear=0
shrinkage=0.06


Tree=39
num_leaves=12
num_cat=0
split_feature=115 50 93 106 101 18 20 31 137 108 117
split_gain=2.14203 1.90741 2.70049 1.84626 1.77827 1.72604 1.70148 1.91456 2.23204 1.6956 1.50037
threshold=0.019431582652032379 0.26590165495872503 0.045367386192083366 0.0022272822679951791 0.0019071503775194289 0.0037758676335215573 0.00017767510871635753 0.00039601318712811922 0.00037263428384903824 0.0019672545604407792 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 10 -5 9 7 8 -7 -1 -3
right_child=-2 3 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0014921869256110951 -0.0026152863222171142 0.0071910931802219727 0.0030848368399297222 0.0021829734736140312 0.013331819982457272 -0.0014588729838360156 -0.0045270901586898053 -0.0073513055600564663 0.0095785294225826378 0.00070517212972132082 -0.00462811848574408
leaf_weight=1762.944671869278 1008.4964851140976 61.612257242202759 972.49290013313293 94.34846556186676 113.41687154769897 159.32410001754761 620.05092704296112 81.956716299057007 112.55550277233124 4468.9843639135361 103.81657075881958
leaf_count=955 713 16 252 29 24 82 403 60 37 2162 47
internal_value=0 0.000308426 0.000117006 0.00450328 0.00826901 -0.000283531 -0.00263258 0.000687306 0.0031105 8.35632e-05 -0.000226175
internal_weight=0 8551.5 8178.31 373.194 207.765 7205.82 973.887 353.836 271.88 6231.93 165.429
internal_count=4780 4067 3951 116 53 3699 582 179 119 3117 63
is_linear=0
shrinkage=0.06


Tree=40
num_leaves=12
num_cat=0
split_feature=116 112 60 150 107 142 75 137 60 87 147
split_gain=2.16672 2.58414 2.34507 1.93655 2.43521 1.85983 2.15368 1.83708 2.96998 1.93689 1.7578
threshold=0.024810968898236755 0.0013146653072908523 0.00085274505545385193 0.00043393640953581786 0.0031340263085439806 0.0062037324532866487 0.0036604277556762104 0.00064626874518580746 0.00017767510871635753 0.0022975050378590827 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 10 9 -9 -7 -6
right_child=-2 3 -4 4 5 7 -8 8 -10 -11 -12
leaf_value=0.00050297970782930621 -0.004663638878691821 0.0072336783106720284 -0.0018299137390272856 -0.0019419556903250109 -0.0002788475423914006 0.0045673897529484109 -0.0058003416405824227 -0.0027916489222115032 0.010605795581925811 -0.004021192437222057 0.0046651390524743161
leaf_weight=3591.2615649700165 345.66931581497192 208.28716814517975 2730.6951898336411 658.42708134651184 631.01633012294769 309.83412146568298 155.82852721214294 75.80189061164856 278.14157521724701 136.03094804286957 439.0061194896698
leaf_count=1840 234 50 1693 287 179 102 86 31 83 63 132
internal_value=0 0.000174953 -0.000504686 0.00166046 0.00122798 0.00225834 0.000789826 0.00450911 0.00773655 0.00194706 0.00174956
internal_weight=0 9214.33 6321.96 2892.37 2684.09 2025.66 1225.85 799.809 353.943 445.865 1070.02
internal_count=4780 4546 3533 1013 963 676 397 279 114 165 311
is_linear=0
shrinkage=0.06


Tree=41
num_leaves=12
num_cat=0
split_feature=93 20 17 124 108 73 107 40 47 103 140
split_gain=3.03542 2.24381 1.87276 2.61216 2.60237 2.38931 2.48234 1.56423 1.92431 1.53077 1.93671
threshold=0.00017767510871635753 0.00017767510871635753 0.0033348383149132137 0.002945306478068233 0.017724351026117805 0.00017767510871635753 0.00244467705488205 0.011519505176693203 0.040252277627587325 0.099559046328067793 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 -4 -7 8 -2 10 -3
right_child=1 9 5 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0018217261175207332 0.0042796706499604771 -0.0019469463158177148 -0.0096258507574688932 -0.0043129683165811835 0.0066865364761097192 -0.0061991526644093299 0.004272464860327718 -0.0032656740025227959 -0.0017099663369048741 0.0091078390351082821 0.00073459860498479711
leaf_weight=2449.1651885509491 1884.1778627634048 1752.7974911928177 105.40711271762848 337.60945928096771 100.47824239730835 124.68286085128784 235.2832350730896 124.13598096370697 215.1461181640625 61.090426206588745 2170.0258541107178
leaf_count=1549 588 957 62 224 34 88 96 67 83 19 1013
internal_value=0 0.000627452 0.00183049 0.00244449 -0.00179016 -0.00168106 0.00064537 0.00327884 0.00366583 -0.0003168 -0.00046357
internal_weight=0 7110.83 3126.92 2661.55 438.088 465.373 359.966 2223.46 2099.32 3983.91 3922.82
internal_count=4780 3231 1242 996 258 246 184 738 671 1989 1970
is_linear=0
shrinkage=0.06


Tree=42
num_leaves=12
num_cat=0
split_feature=112 71 61 140 17 59 116 19 80 31 61
split_gain=2.05018 1.98187 1.9447 1.81264 2.22994 2.15427 2.13023 2.36484 2.15406 1.88996 1.52698
threshold=0.0079489401541650313 0.045367386192083366 0.0048403022810816774 0.0015833032084628942 0.000490355829242617 0.011169348377734424 0.0092791137285530585 0.00060774214216507982 0.0072436286136507997 0.0019672545604407792 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 6 7 -6 9 10 -9
right_child=2 3 -4 4 5 -7 -8 8 -10 -11 -12
leaf_value=-0.00080930166637395006 0.0034849012429705988 -0.0039883004060586183 -0.0033010356701606699 0.0044427420092475415 -0.0092803151360300717 -0.0083019349209874915 -0.010516496380242822 0.0018821933521137361 0.0088619201338327076 0.0080113861652471169 -0.005883929005399054
leaf_weight=6581.4947060346603 949.9038724899292 199.41604053974152 181.00166118144989 763.91629195213318 62.15913712978363 99.45962917804718 53.237911820411682 251.19560599327087 166.81202781200409 108.35580563545227 143.04714250564575
leaf_count=3731 237 101 62 260 37 64 40 85 47 37 79
internal_value=0 -0.000321841 0.00239881 0.00141458 0.00206829 1.70022e-05 0.00107127 0.00191454 0.00295405 0.000993237 -0.000935669
internal_weight=0 8429.09 1130.91 1847.6 1648.18 884.267 784.808 731.57 669.411 502.599 394.243
internal_count=4780 4481 299 750 649 389 325 285 248 201 164
is_linear=0
shrinkage=0.06


Tree=43
num_leaves=12
num_cat=0
split_feature=112 103 71 18 123 93 123 27 88 17 140
split_gain=1.84494 2.32624 1.87818 1.4748 1.67574 2.2927 1.52945 1.4811 1.96128 1.42629 1.73011
threshold=0.034632634371519096 0.099559046328067793 0.045367386192083366 0.0045489775948226461 0.021960759535431865 0.00040826165059115743 0.0044099434744566688 0.021960759535431865 0.00047558375808876013 0.00057154725072905432 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -9 10 -4
right_child=-2 -3 9 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-0.0022442441356687838 0.0034067368689116796 0.0092300969399761838 -0.0027229904419468509 -0.0030680784954574512 0.0080867202770617177 0.00030678051536672996 -0.0049882702492202689 0.013158420969263968 -0.0020447391306014843 -0.00030558303498279959 0.0040014625988204757
leaf_weight=1945.4478257894516 539.95609521865845 93.122510194778442 164.5674592256546 877.26916313171387 81.931667447090149 3713.3422219753265 190.1803263425827 74.393641948699951 51.829663157463074 982.9977160692215 844.96154177188873
leaf_count=1282 115 28 76 558 36 1782 138 23 32 425 285
internal_value=0 -0.000203933 -0.000302346 -0.000768863 -0.000435861 -0.000552723 0.000263896 0.000524045 0.00691572 0.00132123 0.00290528
internal_weight=0 9020.04 8926.92 6934.39 6057.13 5975.19 4029.75 3839.57 126.223 1992.53 1009.53
internal_count=4780 4665 4637 3851 3293 3257 1975 1837 55 786 361
is_linear=0
shrinkage=0.06


Tree=44
num_leaves=12
num_cat=0
split_feature=112 150 107 39 109 93 101 142 50 76 99
split_gain=1.65414 1.69769 1.8958 1.50669 2.3726 2.47968 1.60811 1.49795 1.9097 1.62593 1.6076
threshold=0.0013146653072908523 0.00043393640953581786 0.0031340263085439806 0.00017767510871635753 0.024810968898236755 0.0017376682371832433 0.028020657598972324 0.0062037324532866487 0.007706565549597145 0.00040826165059115743 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1 -4 10 -10 -9
right_child=1 2 7 -5 -6 -7 -8 8 9 -11 -12
leaf_value=0.00064568616175968672 0.0064011912246900986 -0.0020080117007040491 0.00037973283107233105 -0.0010582897118487883 -0.0079652665306418798 0.0054897375692092533 -0.0098058428432834608 -0.008116248721853514 0.0024548560649283913 0.0096289116472132504 0.0022899902384038873
leaf_weight=1096.3575385808945 208.28716814517975 664.55685818195343 1268.394828081131 4920.0148895978928 99.45962917804718 427.81527674198151 55.689822554588318 65.13287889957428 214.78153157234192 241.72750079631805 297.78190994262695
leaf_count=562 50 292 418 2917 64 140 42 36 69 67 123
internal_value=0 0.00117832 0.000783079 -0.000528631 0.00102314 0.00158901 0.000140461 0.00167149 0.00367101 0.00625361 0.000422366
internal_weight=0 2960.66 2752.38 6599.34 1679.32 1579.86 1152.05 2087.82 819.424 456.509 362.915
internal_count=4780 1055 1005 3725 808 744 604 713 295 136 159
is_linear=0
shrinkage=0.06


Tree=45
num_leaves=12
num_cat=0
split_feature=124 4 116 18 32 66 110 144 108 77 37
split_gain=2.09977 2.04752 1.74824 1.8524 1.77517 1.63593 1.7487 1.8626 2.29104 1.748 1.72637
threshold=0.016668972559273246 0.015675474889576439 0.024810968898236755 0.0045489775948226461 0.0049928687512874612 0.00057154725072905432 0.0035485138650983576 0.00052132029668428015 0.0038949446752667431 0.00082683752407319855 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 10 -8 -9 -10 -1
right_child=-2 -3 -4 4 -6 -7 7 8 9 -11 -12
leaf_value=0.0015811519181413319 -0.0028342634852221629 -0.0069626238109443258 -0.004007331520695657 -0.0034182072753868109 0.0028841402053479339 -0.0011295839602865091 0.0013055570380107481 -0.00058717643479890219 -0.00010815787828052628 0.0094818428472871422 -0.00083140127289191778
leaf_weight=2907.725350022316 856.68536174297333 138.32561433315277 312.75081419944763 706.52182936668396 208.33726584911346 1216.2938224077225 906.02691912651062 160.88959312438965 83.67945384979248 375.30653810501099 1687.4572701454163
leaf_count=1303 620 82 214 429 98 629 280 73 34 128 890
internal_value=0 0.000278982 0.000395935 0.000562814 -0.001983 0.000880238 0.0012796 0.00303948 0.00557382 0.00773345 0.000695207
internal_weight=0 8703.31 8564.99 8252.24 914.859 7337.38 6121.09 1525.9 619.876 458.986 4595.18
internal_count=4780 4160 4078 3864 527 3337 2708 515 235 162 2193
is_linear=0
shrinkage=0.06


Tree=46
num_leaves=12
num_cat=0
split_feature=71 103 140 19 47 73 125 17 67 72 104
split_gain=1.67133 2.14203 1.64411 1.83592 1.6121 1.40153 1.50175 1.47502 1.78957 2.00363 1.44498
threshold=0.045367386192083366 0.099559046328067793 0.00090704852482303988 0.014293605927377941 0.029773407615721229 0.0023699469165876512 0.0056525857653468856 0.000490355829242617 0.00017767510871635753 0.00017767510871635753 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 -4 9 -9 -7
right_child=2 -3 3 -5 -6 10 -8 8 -10 -11 -12
leaf_value=-0.0005472666033043902 -0.0054861982797611104 0.0086450307062863191 0.0053820438702253341 -0.0029441932716750842 -0.002628459394368642 -0.0020206345065619195 0.0089390279355336111 -0.0061663042170711944 -0.0066691915142217378 0.0045597568640420348 0.0069688415332517743
leaf_weight=7280.7749012708664 116.25841772556305 92.418385863304138 542.09351706504822 252.81119680404663 195.89541888237 295.87687909603119 195.16624569892883 77.027845978736877 92.443434715270996 336.96238398551941 82.271205186843872
leaf_count=3928 64 24 151 124 81 142 53 32 48 107 26
internal_value=0 -0.000432047 0.00145672 0.00184656 0.00251285 0.00313385 0.00410643 0.00320691 0.000878627 0.00256404 -6.4853e-05
internal_weight=0 7373.19 2186.81 2070.55 1817.74 1621.84 1243.69 1048.53 506.434 413.99 378.148
internal_count=4780 3952 828 764 640 559 391 338 187 139 168
is_linear=0
shrinkage=0.06


Tree=47
num_leaves=12
num_cat=0
split_feature=93 51 114 64 91 21 113 20 81 146 77
split_gain=2.06144 1.86221 1.88571 1.91327 1.87596 2.48585 1.85055 1.69452 1.74324 1.84493 1.53686
threshold=0.00017767510871635753 0.016164712607860569 0.0066005610860884198 0.00052132029668428015 0.000490355829242617 0.0015833032084628942 0.0010585968848317864 0.0010263677686452868 0.0058306583669036635 0.0028552538715302949 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 10 9 -9 -8
right_child=1 -3 -4 -5 6 -7 7 8 -10 -11 -12
leaf_value=-0.0015012720117944978 0.0044983398345803853 -0.0029290323230870257 -0.0022223297797416258 0.0084824781479987052 -0.001855269793640315 -0.0010810423163460045 0.0014293885096513133 -0.0032749000938798764 -0.0034852043513549412 0.0027650770435693707 0.0059473830682166559
leaf_weight=2449.1651885509491 995.47156322002411 522.99311089515686 671.56610131263733 124.81505644321442 1033.6765704154968 404.2076358795166 1671.6339484453201 257.0108939409256 481.67521500587463 624.28262436389923 323.50192379951477
leaf_count=1549 305 293 469 47 528 155 651 124 273 266 120
internal_value=0 0.000517079 0.000790658 0.00113267 0.000974267 0.00288709 0.000364641 0.00104796 -0.000582722 0.00100364 0.00216196
internal_weight=0 7110.83 6587.84 5916.28 5791.46 1399.68 4391.78 3358.1 1362.97 881.294 1995.14
internal_count=4780 3231 2938 2469 2422 460 1962 1434 663 390 771
is_linear=0
shrinkage=0.06


Tree=48
num_leaves=12
num_cat=0
split_feature=93 18 37 108 82 102 98 34 133 137 45
split_gain=1.82149 1.92502 2.55152 1.69711 1.94457 2.4375 1.80921 1.62189 1.70212 1.43258 1.36548
threshold=0.00017767510871635753 0.0045489775948226461 0.00038414125447161501 0.0034400182776153092 0.04273676127195359 0.0014427106943912806 0.0005375427135732026 0.017724351026117805 0.0062037324532866487 0.000490355829242617 0.041476719081401832
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 4 5 6 -2 10 -9 -3 -5
right_child=1 2 -4 7 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0014111956766125644 0.0065601519902930699 -0.0011482760386725874 -0.0047250233243335236 0.0025223872735310061 -0.01006811520358152 -0.0029469168265626685 0.00045894232834709799 -0.0035909353651232844 0.0020683170082596769 0.0071938574369381112 -0.0037478499837542167
leaf_weight=2449.1651885509491 199.39099168777466 189.60839760303497 532.85085153579712 2929.9567424058914 72.488611102104187 739.98721086978912 1428.4981989860535 392.54505980014801 373.24426281452179 121.65902137756348 130.60529553890228
leaf_count=1549 77 93 349 1143 42 470 576 214 164 41 62
internal_value=0 0.000486054 -0.00220379 0.000848372 -0.000388004 -9.16633e-05 0.00120625 0.00163691 -0.000832626 0.00211225 0.00225481
internal_weight=0 7110.83 844.118 6266.72 2440.37 2367.88 1627.89 3826.35 765.789 311.267 3060.56
internal_count=4780 3231 483 2748 1165 1123 653 1583 378 134 1205
is_linear=0
shrinkage=0.06


Tree=49
num_leaves=12
num_cat=0
split_feature=124 116 95 66 129 108 21 61 73 133 19
split_gain=1.6297 1.56406 1.51726 1.73369 1.33906 1.91466 1.41382 1.65317 1.37234 1.3996 1.36298
threshold=0.016668972559273246 0.024810968898236755 0.034632634371519096 0.00057154725072905432 0.039062514901161201 0.0016846025246195497 0.0022975050378590827 0.00064626874518580746 0.00017767510871635753 0.00055427959887310873 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -9 -10 -7
right_child=-2 -3 -4 -5 -6 10 -8 8 9 -11 -12
leaf_value=0.0016226669836857416 -0.0024969357354360793 -0.0038266612612899223 -0.0036319330946223082 -0.0013525589274101199 -0.004466615635937486 0.002441238763954677 -0.0057081459091846594 -0.0071824660374565814 0.0070624894691138215 -0.0020772312212411848 0.00028377006030507921
leaf_weight=911.03093600273132 856.68536174297333 326.75815427303314 322.32606613636017 1400.501616358757 159.19190442562103 3179.7691485881805 175.44381308555603 158.98456227779388 70.376238107681274 421.9930374622345 1576.9389938116074
leaf_count=380 620 222 167 745 123 1244 102 92 30 262 793
internal_value=0 0.000245779 0.000404639 0.00056618 0.000970044 0.00110331 -0.000601098 -2.76162e-05 -0.00233582 -0.000770856 0.001726
internal_weight=0 8703.31 8376.56 8054.23 6653.73 6494.54 1737.83 1562.38 651.354 492.369 4756.71
internal_count=4780 4160 3938 3771 3026 2903 866 764 384 292 2037
is_linear=0
shrinkage=0.06


Tree=50
num_leaves=12
num_cat=0
split_feature=124 18 131 4 91 81 47 2 110 4 62
split_gain=1.44 1.47652 2.19887 2.42432 1.72855 1.68474 1.49838 1.34408 1.57251 1.35502 1.21892
threshold=0.016668972559273246 0.0037758676335215573 0.0020292587578296666 0.0011615398107096555 0.0035485138650983576 0.020658296532928947 0.040252277627587325 0.0012745757703669371 0.024066280573606495 0.015675474889576439 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -5 7 8 9 -1 -10
right_child=-2 2 -4 4 -6 -7 -8 -9 10 -11 -12
leaf_value=0.00037428760822113053 -0.002347119625635179 -0.0034041080506147961 -0.0049386456685277646 0.0039489029163169188 -0.0042216723819164699 0.016161375077666001 -0.0019939258675610977 0.0034731908103387801 0.0052592157790520115 -0.007645615169110948 -0.0025552272738041597
leaf_weight=5667.8824201822281 856.68536174297333 298.8756697177887 468.42209696769714 204.47710645198822 70.740824699401855 50.760952234268188 763.4946563243866 619.71834063529968 394.19265079498291 76.870601534843445 87.879150986671448
leaf_count=2722 620 165 317 88 44 14 359 252 116 49 34
internal_value=0 0.000231032 -0.00183082 0.00049896 0.00407751 0.00637768 0.000527243 0.000808392 0.00054318 0.000266973 0.00383468
internal_weight=0 8703.31 1093.28 624.855 325.979 255.238 7610.04 6846.54 6226.82 5744.75 482.072
internal_count=4780 4160 628 311 146 102 3532 3173 2921 2771 150
is_linear=0
shrinkage=0.06


Tree=51
num_leaves=12
num_cat=0
split_feature=63 114 53 69 77 2 117 69 24 29 71
split_gain=1.30021 1.2956 1.6089 1.96906 2.07074 1.41951 1.93008 1.77702 1.53537 1.3763 1.2942
threshold=0.00017767510871635753 0.0066005610860884198 0.059226244688034065 0.0035485138650983576 0.007706565549597145 0.0041444667149335155 0.12087306752800943 0.0026012937305495147 0.0026012937305495147 0.027182282879948619 0.15819545835256579
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 -2 -7 -8 -10 -3
right_child=1 10 3 -5 -6 7 8 -9 9 -11 -12
leaf_value=0.0013422683824319472 -0.0002334960023215083 -0.0027031240925463875 -0.0090879144813964374 0.0090448519148083311 0.0072398929966878012 0.00022328200579888554 0.012409654563509493 0.010856271044052583 -0.0049186211183238002 0.0082021822566344244 0.010414447802957971
leaf_weight=2042.8409848213196 5810.7973670959473 997.33069121837616 191.74581944942474 32.736208319664001 32.736208319664001 132.87491297721863 77.367383718490601 98.548162698745728 59.00310206413269 56.186604738235474 27.83238685131073
leaf_count=875 2842 745 129 13 13 57 22 29 31 15 9
internal_value=0 -0.000364771 -5.17547e-05 -0.00470211 -0.00670683 0.000140098 -3.7655e-05 0.00475119 0.00587224 0.00148137 -0.00234699
internal_weight=0 7517.16 6492 257.218 224.482 6234.78 6003.35 231.423 192.557 115.19 1025.16
internal_count=4780 3905 3151 155 142 2996 2910 86 68 46 754
is_linear=0
shrinkage=0.06


Tree=52
num_leaves=12
num_cat=0
split_feature=103 93 131 88 107 35 125 4 20 141 81
split_gain=1.25489 1.44939 1.17536 1.22772 2.0806 2.08662 1.2577 1.09217 1.60223 1.69212 1.72418
threshold=0.099559046328067793 0.00017767510871635753 0.0005893622583243997 0.0062037324532866487 0.00073092587990686308 0.0026833302108570938 0.0022975050378590827 0.015675474889576439 0.00017767510871635753 0.0018488886416889729 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 8 -3 -10 -11
right_child=-2 7 -4 4 5 6 -8 -9 9 10 -12
leaf_value=-0.00097572621479127841 0.0060906238130077686 0.0014920937006417754 -0.0027353846359698198 -0.0020070094936422171 0.019544581760365567 -0.0058666949237425837 0.0096253513438818595 -0.0057576088734677114 -0.0020615646395654988 0.0016821853279347248 -0.0016267971223571731
leaf_weight=1051.0723365545273 120.25077271461487 3009.8010857105255 1147.0043927431107 114.8752179145813 44.81346869468689 31.874839544296265 46.221717357635498 103.47703301906586 1356.7318097352982 1677.6816273927689 856.19553089141846
leaf_count=597 33 1191 802 80 16 26 24 57 723 745 486
internal_value=0 -7.7587e-05 -0.00133827 -9.49319e-05 0.00379841 0.00922432 0.00330233 0.000360864 0.000452615 -0.000351532 0.000564082
internal_weight=0 9439.75 2435.86 1288.86 237.785 122.91 78.0966 7003.89 6900.41 3890.61 2533.88
internal_count=4780 4747 1545 743 146 66 50 3202 3145 1954 1231
is_linear=0
shrinkage=0.06


Tree=53
num_leaves=12
num_cat=0
split_feature=93 51 11 4 53 14 81 47 140 107 17
split_gain=1.31104 1.5043 1.35301 1.47363 1.68634 1.44621 2.57139 1.45196 1.74612 1.78035 1.63971
threshold=0.00017767510871635753 0.016164712607860569 0.0046923852059990176 0.015675474889576439 0.00244467705488205 0.021960759535431865 0.0031340263085439806 0.040252277627587325 0.0068083447404205808 0.0092791137285530585 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 7 -7 8 10 -10 -2
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.0011972399766553279 0.0019029874687185168 -0.0026849297560836865 -0.0033746893065749054 -0.010604856931913218 0.00056864945489017583 0.015406612415446446 -0.0015714081868325827 -0.0021973832059374279 0.0016835784650065363 0.0060047123766529481 -0.00159670216661114
leaf_weight=2449.1651885509491 1034.9345259666443 522.99311089515686 493.75247538089752 50.603707790374756 1865.2778474092484 69.48982048034668 59.707226395606995 426.97895681858063 1205.1099309921265 479.95942878723145 902.02761280536652
leaf_count=1549 392 293 276 31 922 19 35 177 476 138 472
internal_value=0 0.000412362 0.000658249 -0.000474021 -0.000256704 0.00131125 0.00756038 0.00111185 0.00150195 0.00291437 0.00027321
internal_weight=0 7110.83 6587.84 2409.63 2359.03 4178.21 129.197 4049.01 3622.03 1685.07 1936.96
internal_count=4780 3231 2938 1229 1198 1709 54 1655 1478 614 864
is_linear=0
shrinkage=0.06


Tree=54
num_leaves=12
num_cat=0
split_feature=123 52 124 4 93 14 18 37 4 108 99
split_gain=1.15946 1.373 1.34208 1.34493 1.23889 1.37695 1.56753 1.65291 1.64293 1.23906 1.56829
threshold=0.021960759535431865 0.0026012937305495147 0.016668972559273246 0.015675474889576439 0.00017767510871635753 0.021960759535431865 0.0037758676335215573 0.00017767510871635753 0.0010585968848317864 0.0034400182776153092 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 9 8 -8 -6 -11
right_child=1 -3 -4 -5 5 -7 7 -9 -10 10 -12
leaf_value=-0.0010608759401615313 -0.00045663787507615555 0.013597764672858947 -0.0023808552194313666 -0.0057158816540717246 -0.00025851765413345762 0.0065607620343502288 -0.0043303673118279479 -0.0037665660415797178 0.0049866920700624819 -0.00077339453353052765 0.0022946547275437775
leaf_weight=1991.9339343309402 51.12553882598877 49.013165831565857 824.47098445892334 138.32561433315277 2085.9567648172379 138.82239651679993 104.52069509029388 564.70064222812653 195.7131255865097 776.20089447498322 2639.2160757780075
leaf_count=1224 28 16 604 82 941 55 51 351 74 294 1060
internal_value=0 0.00642233 -6.79845e-05 0.000152839 0.000248377 0.000649283 0.000520378 -0.00185405 0.00174314 0.00089369 0.0015974
internal_weight=0 100.139 9459.86 8635.39 8497.06 6505.13 6366.31 864.934 300.234 5501.37 3415.42
internal_count=4780 44 4736 4132 4050 2826 2771 476 125 2295 1354
is_linear=0
shrinkage=0.06


Tree=55
num_leaves=12
num_cat=0
split_feature=31 143 116 110 15 48 51 8 102 71 135
split_gain=1.20402 1.35536 1.42961 1.2082 1.25812 1.18719 1.27915 1.21271 1.19072 1.18285 1.66183
threshold=0.0026833302108570938 0.035692447796463973 0.024810968898236755 0.011519505176693203 0.0058306583669036635 0.0022272822679951791 0.016164712607860569 0.0015833032084628942 0.010829726699739696 0.10522961243987085 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 -1 -8 -9 10 -6
right_child=3 -3 -4 -5 9 -7 7 8 -10 -11 -12
leaf_value=0.00076861733005267733 -0.0030471307238825922 -0.0038108461179220147 -0.0040605321871095201 -0.007126202509886573 -0.0041189936387960166 0.010090160293686808 -0.0079056764368177317 -0.0023261267876189661 0.0062061202648188872 0.008364167382149847 0.0015972213600106381
leaf_weight=6792.9156168699265 638.64759969711304 277.01581525802612 243.57548260688782 125.20469188690186 264.59901714324951 47.265379428863525 110.49322748184204 331.45463359355927 71.602193474769592 62.838212609291077 594.3879622220993
leaf_count=3095 449 178 161 85 185 18 73 195 31 17 293
internal_value=0 0.000311544 0.000461856 -0.00145532 -0.00100032 0.00061165 0.000550334 -0.00233698 -0.000810391 0.000417733 -0.000163579
internal_weight=0 7874.32 7597.31 1685.68 1560.47 7353.73 7306.47 513.55 403.057 921.825 858.987
internal_count=4780 3751 3573 1029 944 3412 3394 299 226 495 478
is_linear=0
shrinkage=0.06


Tree=56
num_leaves=12
num_cat=0
split_feature=66 58 82 97 3 99 127 149 51 11 146
split_gain=1.08721 1.5455 1.08366 1.33741 1.36817 1.6035 1.86506 3.05386 1.77613 1.45087 1.34418
threshold=0.00075379351619631063 0.001792412775103003 0.024066280573606495 0.0026012937305495147 0.00050559637020342063 0.00017767510871635753 0.00017767510871635753 0.02129978779703379 0.0079489401541650313 0.00057154725072905432 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 10 9 8 -8 -7 -6
right_child=-2 2 -4 -5 5 6 7 -9 -10 -11 -12
leaf_value=-0.00090734849350742729 -0.001586704860160465 0.00066103651348232409 -0.0025633126327640559 -0.0018499905873584879 0.0010577106232203038 0.0062578015587396356 0.0059790284152980312 0.015507680280670016 -0.0015116764138199991 -0.00085474051823476423 -0.0090594292455720513
leaf_weight=2734.430104970932 1337.1666215658188 3158.7706629037857 317.57948911190033 516.20930743217468 182.95678973197937 140.57018291950226 470.22693240642548 99.069993734359741 150.40287470817566 388.86719369888306 63.749679088592529
leaf_count=1583 755 1244 146 332 91 53 202 26 85 211 52
internal_value=0 0.000258024 0.000838636 0.00104757 0.00136892 0.00286377 0.00373679 0.00572528 0.00416374 0.0010337 -0.00155659
internal_weight=0 8222.83 5488.4 5170.82 4654.61 1495.84 1249.14 719.7 620.63 529.437 246.706
internal_count=4780 4025 2442 2296 1964 720 577 313 287 264 143
is_linear=0
shrinkage=0.06


Tree=57
num_leaves=12
num_cat=0
split_feature=31 78 10 143 103 20 109 107 78 38 133
split_gain=1.03265 1.40566 2.03267 1.1851 1.21251 1.37993 2.21533 1.91485 1.58344 1.43435 1.33913
threshold=0.0026833302108570938 0.072653736919164671 0.0035485138650983576 0.035692447796463973 0.099559046328067793 0.00017767510871635753 0.0030382014811038975 0.0019071503775194289 0.000490355829242617 0.0017376682371832433 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 8 -8 10 -7 -1
right_child=1 2 -4 -5 -6 9 7 -9 -10 -11 -12
leaf_value=0.00022816092517027094 -0.0017278543621548766 -0.0024496440216180524 0.017056088772903492 -0.0035662591824362783 0.0065338449093850998 -0.00097590342954057452 -0.00072977433973552279 0.0030760399317016525 -0.0024082577198594152 0.0024659458113537088 0.0083073512619551825
leaf_weight=313.51198756694794 1608.2850509881973 41.682482481002808 35.709950089454651 277.01581525802612 115.3469512462616 3147.2764774560928 630.82708549499512 1938.2200943231583 849.54392302036285 505.96193134784698 96.618083000183105
leaf_count=105 983 34 12 178 29 1632 333 728 484 238 24
internal_value=0 -0.00134778 0.00655057 0.000288522 0.000429077 0.000334962 0.00113091 0.00214153 -0.0009302 -0.000499218 0.00213145
internal_weight=0 1685.68 77.3924 7874.32 7597.31 7481.96 3828.72 2569.05 1259.67 3653.24 410.13
internal_count=4780 1029 46 3751 3573 3544 1674 1061 613 1870 129
is_linear=0
shrinkage=0.06


Tree=58
num_leaves=12
num_cat=0
split_feature=82 98 49 99 43 19 94 51 59 101 53
split_gain=1.06823 1.2342 1.95466 1.32769 2.20054 1.73087 1.70123 1.12799 1.90211 1.07714 1.26934
threshold=0.04273676127195359 0.012636432424187662 0.00096484774257987748 0.0046923852059990176 0.0081988852471113222 0.02636832278221846 0.0062037324532866487 0.0092791137285530585 0.0063990866765379914 0.0072436286136507997 0.059226244688034065
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 5 7 -6 8 -5 10 -1
right_child=-2 2 -4 4 6 -7 -8 -9 -10 -11 -12
leaf_value=0.00015592196936471949 -0.0044151717052342042 0.00040489428675910701 -0.0056654388299928861 0.0034184850638947963 0.0094428651138170495 -0.0077028201842290174 0.00038576029565978097 0.0084046287397780764 -0.0052794097596376831 -0.0023598581552905307 -0.0038049561413730352
leaf_weight=5827.1425198316574 193.28626370429993 1282.6095103025436 138.32561433315277 334.17093551158905 271.82950508594513 70.740824699401855 102.93015313148499 90.148768424987793 124.13598096370697 818.08376777172089 306.59598851203918
leaf_count=3078 96 457 82 115 71 44 36 29 67 520 185
internal_value=0 9.1109e-05 0.00125967 0.00168044 0.00332642 0.0011301 0.00695527 0.00226939 0.00106259 -0.000314819 -4.20632e-05
internal_weight=0 9366.71 2414.89 2276.57 993.956 619.197 374.76 548.456 458.307 6951.82 6133.74
internal_count=4780 4684 901 819 362 255 107 211 182 3783 3263
is_linear=0
shrinkage=0.06


Tree=59
num_leaves=12
num_cat=0
split_feature=66 63 53 101 82 29 117 136 22 142 82
split_gain=1.00432 1.05009 1.2075 1.44031 1.08604 2.10248 1.28919 1.9662 1.71123 1.56738 1.47146
threshold=0.0060143163427710542 0.00017767510871635753 0.059226244688034065 0.0011261500185355546 0.04273676127195359 0.027182282879948619 0.0015833032084628942 0.0003614811430452392 0.0010918468469753864 0.027182282879948619 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7 8 -8 10 -9
right_child=-2 2 3 -5 -6 6 7 9 -10 -11 -12
leaf_value=0.0012900300627617725 -0.0050556174423086846 -0.00037824951839604375 -0.0085741682068438893 0.00023957261463750738 -0.0058767660521156628 0.011259976521815679 -0.0043016485496565138 0.010985979473139808 0.0061153258194120968 -0.0023471719137378457 0.0030109839477163278
leaf_weight=2012.8962249755859 139.39432525634766 6248.7208729982376 135.0123348236084 132.01354420185089 115.55429339408875 61.612257242202759 215.87529134750366 154.91706073284149 77.027845978736877 86.83548891544342 180.14029240608215
leaf_count=854 100 3278 93 70 60 16 111 51 32 40 75
internal_value=0 7.48067e-05 -0.000255406 -0.00421679 -0.00010727 -1.23692e-05 0.00293232 0.00221452 -0.00156219 0.00483653 0.0066983
internal_weight=0 9420.61 7407.71 267.026 7140.68 7025.13 776.408 714.796 292.903 421.893 335.057
internal_count=4780 4680 3826 163 3663 3603 325 309 143 166 126
is_linear=0
shrinkage=0.06


Tree=60
num_leaves=12
num_cat=0
split_feature=95 10 93 11 38 116 92 43 51 58 137
split_gain=0.993432 0.962296 0.930073 1.22793 1.44459 1.33452 1.61587 1.35831 1.30126 1.81133 1.78561
threshold=0.034632634371519096 0.00090704852482303988 0.00017767510871635753 0.0046923852059990176 0.00017767510871635753 0.0049928687512874612 0.0041444667149335155 0.010180860292166473 0.0018488886416889729 0.0015349716995842757 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 7 -7 -5 9 10 -6
right_child=1 -3 3 4 8 6 -8 -9 -10 -11 -12
leaf_value=-0.00090668916240686846 0.0026696762397725666 -0.004558370723525081 0.0010782345517669964 -0.0057825879050703308 -0.010764182868146333 -0.0029661915535409552 0.0043702633232070012 -0.00040886469175122531 -0.00081845994056766944 0.0048575605416479612 0.0045491592581050361
leaf_weight=2339.8979164361954 84.905409216880798 302.73582911491394 4395.4910422563553 443.87794077396393 60.071812987327576 229.90768027305603 203.95527541637421 273.78463363647461 754.98811531066895 419.96276235580444 50.421414494514465
leaf_count=1477 35 175 1828 273 49 143 91 100 424 161 24
internal_value=0 -0.00297521 0.000125738 0.000479311 -0.00060095 -0.00214439 0.000482613 -0.00373254 0.000781689 0.00305915 -0.00377624
internal_weight=0 387.641 9172.36 6832.46 2436.97 1151.53 433.863 717.663 1285.44 530.456 110.493
internal_count=4780 210 4570 3093 1265 607 234 373 658 234 73
is_linear=0
shrinkage=0.06


Tree=61
num_leaves=12
num_cat=0
split_feature=63 93 119 4 82 114 141 144 18 96 47
split_gain=0.95112 1.12943 1.06742 1.03047 1.26373 1.32493 1.19002 1.58756 1.5809 1.43179 1.38566
threshold=0.00017767510871635753 0.00017767510871635753 0.00038414125447161501 0.015675474889576439 0.04273676127195359 0.0066005610860884198 0.0018488886416889729 0.0023699469165876512 0.0045489775948226461 0.0092791137285530585 0.029773407615721229
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 8 9 -3 -8
right_child=1 3 -4 -5 -6 -7 10 -9 -10 -11 -12
leaf_value=0.0016788134871948471 -0.0017333425928112098 0.0014652477738185069 -0.0023958466967472481 -0.0061509921406574528 -0.0072216830957482379 -0.0022819787043550327 0.0016733242151883967 -0.004378140084008904 -0.0052639508201943576 -0.0058362825808720396 -0.0026710874725546958
leaf_weight=1776.7265722751617 1587.5440051555634 1236.4378906488419 266.11441254615784 94.373514413833618 82.113960742950439 647.59387385845184 2973.3299622535706 331.81922018527985 168.97449851036072 104.88528168201447 290.08664000034332
leaf_count=747 1062 481 128 53 43 470 1288 209 107 65 127
internal_value=0 -0.000311983 0.00114802 6.856e-05 0.000169149 0.000274638 0.000598923 -0.000620306 0.000205307 0.000894302 0.00128715
internal_weight=0 7517.16 2042.84 5929.61 5835.24 5753.13 5105.53 1842.12 1510.3 1341.32 3263.42
internal_count=4780 3905 875 2843 2790 2747 2277 862 653 546 1415
is_linear=0
shrinkage=0.06


Tree=62
num_leaves=12
num_cat=0
split_feature=123 108 46 71 136 91 81 82 46 45 135
split_gain=0.965505 1.01193 1.20052 1.10168 1.04146 0.997714 0.940303 2.13326 2.09791 1.58819 1.46083
threshold=0.021960759535431865 0.00093549740267917525 0.0095705352723598498 0.045367386192083366 0.013032016810029747 0.000490355829242617 0.0063990866765379914 0.015675474889576439 0.0033348383149132137 0.017188700847327713 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -2 7 9 -8 -5 -10
right_child=5 3 -4 6 -6 -7 8 -9 10 -11 -12
leaf_value=-0.0005061890757157158 0.01082626943286381 -0.00026280254669402026 -0.0044832435611955757 0.0038679054787032516 0.0074582870543129518 -0.0013625799731148938 0.003640616511469694 -0.003407202632908462 -0.00032454090378985682 -0.0040889551556430375 -0.0097125553147099468
leaf_weight=1054.7251538038254 59.342639803886414 6133.1665796041489 368.78017449378967 1099.1058406829834 63.542336940765381 40.796064853668213 197.27861869335175 205.18123078346252 127.63155376911163 98.390918254852295 112.05872058868408
leaf_count=576 21 3218 246 345 21 23 65 92 63 46 64
internal_value=0 -6.20381e-05 -0.0015365 0.000199139 -0.000183629 0.00586059 0.00148846 0.00224558 -0.000941903 0.00321414 -0.00471358
internal_weight=0 9459.86 1423.51 8036.36 6196.71 100.139 1839.65 1402.68 436.969 1197.5 239.69
internal_count=4780 4736 822 3914 3239 44 675 483 192 391 127
is_linear=0
shrinkage=0.06


Tree=63
num_leaves=12
num_cat=0
split_feature=103 11 1 141 29 110 26 98 101 83 107
split_gain=0.918568 0.905564 1.4536 1.22639 1.47068 1.36294 1.23389 1.722 1.20633 1.47227 1.17881
threshold=0.099559046328067793 0.011880517937242987 0.00244467705488205 0.016668972559273246 0.04673989117145539 0.00017767510871635753 0.00055427959887310873 0.0084566329605877417 0.00017767510871635753 0.016164712607860569 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 8 -8 9 -5 -4
right_child=-2 2 10 6 5 -7 7 -9 -10 -11 -12
leaf_value=0.00021736102211836037 0.0052109185899128791 -0.0028734857644626211 -0.0017861320906997589 0.0015245257657395641 -0.0037899263727177021 0.0055210641192209144 -0.0036250791947265767 0.0088924458175694884 -0.0058220927186106546 -0.0095787701247613509 0.0039731940182569838
leaf_weight=6828.5615665912628 120.25077271461487 924.66673815250397 254.2444943189621 236.69148373603821 68.106620669364929 334.87505984306335 79.14021897315979 79.115170121192932 324.28119468688965 52.533787488937378 257.53272497653961
leaf_count=3381 33 535 156 104 35 119 44 20 196 36 121
internal_value=0 -6.63807e-05 -0.00145352 0.000182585 0.000425222 0.00394744 -0.00209096 0.00263269 -0.00330944 -0.000492235 0.00111203
internal_weight=0 9439.75 1436.44 8003.31 7231.54 402.982 771.762 158.255 613.506 289.225 511.777
internal_count=4780 4747 812 3935 3535 154 400 64 336 140 277
is_linear=0
shrinkage=0.06


Tree=64
num_leaves=12
num_cat=0
split_feature=66 17 71 60 109 82 75 95 25 107 110
split_gain=0.878851 0.834182 1.86225 1.99784 1.65506 1.64605 1.30909 1.18831 1.14877 1.68887 1.40421
threshold=0.0060143163427710542 0.0012357163941487672 0.010829726699739696 0.018276390619575981 0.037906534969806678 0.015675474889576439 0.0023699469165876512 0.020658296532928947 0.00052132029668428015 0.010829726699739696 0.024066280573606495
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 8 7 -7 -4 -3 10 -10
right_child=-2 4 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.000539727152050507 -0.0047292984577569537 -0.0022366638365201282 0.0026465138045723242 -0.0090632892450550253 -0.0079036702881740764 -0.0036939408344165278 0.0054324631433421422 -0.0030936721910270119 -0.00066177525471463 0.0049932996143291445 0.0061588704515467404
leaf_weight=3093.2773922681808 139.39432525634766 920.73143219947815 2399.9975347518921 62.341430425643921 110.67552077770233 297.78190994262695 69.854407072067261 137.25690340995789 1969.9989333152771 243.68262934684753 115.00741350650787
leaf_count=1701 100 453 882 44 80 123 33 64 1165 96 39
internal_value=0 6.99782e-05 0.000490379 0.00156424 -0.000688287 0.00179232 -0.00195984 0.00233599 -0.00044253 0.000266845 -0.000285553
internal_weight=0 9420.61 6060.51 2967.23 3360.1 2904.89 367.636 2537.25 3249.42 2328.69 2085.01
internal_count=4780 4680 2847 1146 1833 1102 156 946 1753 1300 1204
is_linear=0
shrinkage=0.06


Tree=65
num_leaves=12
num_cat=0
split_feature=116 10 115 63 35 121 18 31 80 38 115
split_gain=0.802769 0.794124 0.781087 0.941572 1.05748 1.64837 1.16412 1.09649 1.28317 0.967682 1.21091
threshold=0.024810968898236755 0.0016846025246195497 0.019431582652032379 0.022641776129603389 0.016164712607860569 0.0035485138650983576 0.0037758676335215573 0.00039601318712811922 0.0014427106943912806 0.0045489775948226461 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 9 -1 8 -8 10 -6
right_child=1 -3 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=0.00045564102636935989 0.0036638248454183733 -0.0041105841857928295 -0.0014878395234279099 -0.0053125894634026725 0.0029930238063994499 0.010227050116483059 -0.0041349104155635171 -0.0040875582553710392 0.0023418660579554431 0.010192318937700512 -0.0034382573338322077
leaf_weight=6625.8461492061615 56.551191329956055 289.11812448501587 987.65524387359619 106.29353034496307 290.26893329620361 91.374723792076111 168.42761862277985 419.04434454441071 318.10132014751434 41.83972692489624 165.47892570495605
leaf_count=2969 29 205 696 73 134 30 86 287 143 17 111
internal_value=0 -0.0028387 0.000106492 0.0002979 0.000371339 0.00281981 0.000179867 -0.0018379 9.97219e-05 0.00145958 0.00065787
internal_weight=0 345.669 9214.33 8226.68 8120.38 588.962 7531.42 905.573 486.529 497.588 455.748
internal_count=4780 234 4546 3850 3777 292 3485 516 229 262 245
is_linear=0
shrinkage=0.06


Tree=66
num_leaves=12
num_cat=0
split_feature=95 21 11 12 38 66 108 109 147 21 115
split_gain=0.805068 1.21313 1.08228 0.939918 0.865157 1.31677 1.71102 1.62535 1.39313 1.24981 1.41436
threshold=0.034632634371519096 0.00087947337306104611 0.0062037324532866487 0.00075379351619631063 0.0060143163427710542 0.00057154725072905432 0.0016846025246195497 0.024810968898236755 0.00043393640953581786 0.0013986918493174019 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 6 7 8 9 10 -1
right_child=1 3 -4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0014511022171950863 -0.0039648764086952486 -0.01076884549336069 0.0048170080109891265 -0.002203954581447066 0.0029515128278459917 -0.0016010781500493208 0.00091925646665937197 -0.0099941685452547176 -0.0019474635216488977 -0.0042925256817908384 0.010893074385207016
leaf_weight=526.38848829269409 98.573211550712585 86.156413435935974 103.63427746295929 99.27733588218689 370.97464537620544 1538.3554973602295 5159.8651648759842 71.62724232673645 1323.2594769001007 117.82391083240509 64.064167976379395
leaf_count=193 53 60 40 57 169 878 2359 55 843 55 18
internal_value=0 -0.00267833 0.000535967 -0.00618338 0.000113191 -6.44276e-06 0.000331311 -0.00111114 -0.000797949 0.00134967 0.00247556
internal_weight=0 387.641 202.207 185.434 9172.36 8801.38 7263.03 2103.16 2031.54 708.277 590.453
internal_count=4780 210 93 117 4570 4401 3523 1164 1109 266 211
is_linear=0
shrinkage=0.06


Tree=67
num_leaves=12
num_cat=0
split_feature=53 121 77 83 0 112 35 11 117 28 144
split_gain=0.795037 1.24324 1.36253 0.966389 0.934005 1.13744 0.924238 0.80989 1.78797 1.1499 2.44422
threshold=0.040252277627587325 0.0098710241727530974 0.0063990866765379914 0.0046923852059990176 0.00087947337306104611 0.0021592099219560628 0.00057154725072905432 0.0046923852059990176 0.12087306752800943 0.0005893622583243997 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 -6 -5 9 -9 -11
right_child=1 -3 -4 7 6 -7 -8 8 -10 10 -12
leaf_value=-0.00065241817970557322 -0.0046237075758593085 0.0025867526941487197 0.0045268807743619388 0.0010479884792090987 -0.0099960972098821609 0.0047483284349249099 -0.0013522607970421806 0.00074475650054781192 0.006888072816712814 -0.0063000774577022106 -0.00030194447521715161
leaf_weight=433.68066239356995 447.55580687522888 162.9769172668457 67.402496337890625 4078.898166179657 45.699886322021484 207.58304381370544 1742.7505059242249 1039.416711807251 116.9374932050705 338.99265909194946 878.10548305511475
leaf_count=227 276 61 31 1789 27 46 1055 495 44 208 521
internal_value=0 -0.00198052 -0.00342599 0.000151166 -0.00086872 0.00109585 -0.00157313 0.000535217 -0.000346008 -0.000720893 -0.00197258
internal_weight=0 677.935 514.958 8882.06 2429.71 641.264 1788.45 6452.35 2373.45 2256.51 1217.1
internal_count=4780 368 307 4412 1355 273 1082 3057 1268 1224 729
is_linear=0
shrinkage=0.06


Tree=68
num_leaves=12
num_cat=0
split_feature=137 54 140 77 96 140 98 142 19 101 58
split_gain=0.748992 1.03129 1.29137 1.39608 0.933814 1.16359 0.91413 0.800675 0.788733 1.56829 1.18056
threshold=0.0014881226234138014 0.024810968898236755 0.039062514901161201 0.00057154725072905432 0.0023699469165876512 0.0068083447404205808 0.0013986918493174019 0.0062037324532866487 0.002945306478068233 0.028020657598972324 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -5 -6 -7 -8 9 -1 -10
right_child=1 -3 -4 4 5 6 7 -9 10 -11 -12
leaf_value=0.00095354091326247585 0.004936738969308377 -0.0080486753036216399 -0.0068833131718505454 -0.0036285184332605605 -0.0025067094691258295 -0.002883371854757991 -0.0011370251776806025 0.0067489208746958976 -0.0012054763084229565 -0.0058731033030016517 0.00097550750863265685
leaf_weight=4272.7563586235046 158.41263353824615 77.574725866317749 117.84895968437195 346.37344014644623 282.25917446613312 76.870601534843445 63.202799201011658 173.82822227478027 2464.5877286195755 124.68286085128784 1401.602327466011
leaf_count=1930 47 53 79 238 172 49 31 63 1404 88 626
internal_value=0 -0.00134085 -0.000913911 -0.000274926 -0.00115086 0.000288683 0.00280229 0.00464618 0.000210349 0.000759982 -0.000414809
internal_weight=0 1296.37 1218.8 1100.95 942.534 596.161 313.902 237.031 8263.63 4397.44 3866.19
internal_count=4780 732 679 600 553 315 143 94 4048 2018 2030
is_linear=0
shrinkage=0.06


Tree=69
num_leaves=12
num_cat=0
split_feature=123 10 103 43 99 53 19 94 4 71 73
split_gain=0.816475 0.870522 0.780988 0.779214 2.11054 1.47221 1.46494 1.30936 1.38586 1.26886 1.51867
threshold=0.021960759535431865 0.0026833302108570938 0.099559046328067793 0.0081988852471113222 0.0046923852059990176 0.040252277627587325 0.02636832278221846 0.0062037324532866487 0.0041444667149335155 0.045367386192083366 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 9 8 -6 -1 -11
right_child=1 -3 -4 4 7 -7 -8 -9 -10 10 -12
leaf_value=-0.0002884840136500134 0.0097960438118189028 -0.001712419275234558 0.0047474868288063712 -0.00017994992552164337 0.0045846119632302349 -0.0034673800510030611 -0.0030127586213427745 -0.00032106684434626538 0.01437310939639876 0.0032913754996804711 -0.001806815896870106
leaf_weight=5179.8492321968079 61.794550538063049 38.344154119491577 120.25077271461487 1470.1055349111557 268.69851887226105 523.53999078273773 594.64540207386017 146.69995975494385 64.585999011993408 806.98197424411774 284.5037430524826
leaf_count=2896 23 21 33 538 89 314 372 58 15 278 143
internal_value=0 0.00538933 -5.70496e-05 -0.00011891 0.000947922 -0.000400446 -0.000166588 0.00440239 0.00648149 0.000103284 0.00196249
internal_weight=0 100.139 9459.86 9339.61 1950.09 7389.52 6865.98 479.984 333.285 6271.33 1091.49
internal_count=4780 44 4736 4703 700 4003 3689 162 104 3317 421
is_linear=0
shrinkage=0.06


Tree=70
num_leaves=12
num_cat=0
split_feature=15 81 60 79 116 52 58 20 61 85 60
split_gain=0.771753 0.734371 0.679412 1.31861 1.18848 1.3351 1.14204 1.10737 1.0694 1.23255 1.12507
threshold=0.099488973617553725 0.0025217677466571335 0.00085274505545385193 0.020035739988088611 0.012636432424187662 0.0037758676335215573 0.044033329933881767 0.00017767510871635753 0.012636432424187662 0.00060774214216507982 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 7 8 -6 9 -1 -11
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 10 -12
leaf_value=0.002119727373506125 -0.0014018285622038914 -0.0090602764950373522 -0.0005287081306630737 -0.003677268327168701 0.004640697277613467 -0.0054879772132311651 -0.0024100969136771713 -0.002753240922131413 -0.0025450766515470414 -0.00098402494086564669 0.0046651974058031422
leaf_weight=3054.8538967370987 171.74089813232422 61.115475058555603 3827.1348263025284 257.76511597633362 135.32682371139526 224.84661436080933 325.79659008979797 158.12319350242615 249.31562399864197 947.43805909156799 146.54271531105042
leaf_count=1101 75 43 2166 176 59 156 139 105 128 557 75
internal_value=0 -0.00341186 8.51787e-05 0.000512347 0.000718353 -0.00200907 0.0010176 0.000656533 0.00127151 0.00150086 -0.000227291
internal_weight=0 232.856 9327.14 5500.01 5242.24 518.297 4723.95 293.45 4398.15 4148.83 1093.98
internal_count=4780 118 4662 2496 2320 320 2000 164 1861 1733 632
is_linear=0
shrinkage=0.06


Tree=71
num_leaves=12
num_cat=0
split_feature=122 127 141 18 1 19 45 33 107 71 28
split_gain=0.750709 0.742736 1.21348 1.41719 1.36468 1.55921 1.296 1.21978 1.08754 1.55573 1.26325
threshold=0.031632266007363803 0.0021592099219560628 0.0018488886416889729 0.0005893622583243997 0.091400381177663817 0.02636832278221846 0.00017767510871635753 0.057509137317538268 0.0016331639490090313 0.02129978779703379 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -5 9 -4 -10
right_child=-2 -3 8 7 -6 -7 -8 -9 10 -11 -12
leaf_value=0.0041225078733486912 -0.0071887087553636486 -0.00098030577610286806 -0.0021468099453623834 -0.0026580412835362035 -0.0096022182146538928 -0.0081041962177647205 0.00022095229501148693 0.0055677814103519277 0.0014666622688943986 0.00265358026751438 0.0076101254956424573
leaf_weight=356.42042541503906 52.011956453323364 2024.312507390976 708.65925121307373 1099.4565246105194 48.855921387672424 73.375028729438782 2188.4151846170425 68.967989444732666 2442.8739724159241 369.90593445301056 126.74513614177704
leaf_count=140 39 1062 465 681 33 53 1028 22 1054 151 52
internal_value=0 3.93247e-05 0.000315132 -0.000430008 0.000333366 0.000518765 0.00076739 -0.0021725 0.00109853 -0.000500463 0.00176969
internal_weight=0 9507.99 7483.68 3835.49 2667.07 2618.21 2544.84 1168.42 3648.18 1078.57 2569.62
internal_count=4780 4741 3679 1957 1254 1221 1168 703 1722 616 1106
is_linear=0
shrinkage=0.06


Tree=72
num_leaves=12
num_cat=0
split_feature=51 118 77 39 25 27 149 141 99 35 44
split_gain=0.695191 1.02126 1.24233 1.07945 0.985964 2.08218 1.35194 1.3995 1.34823 1.32555 1.13586
threshold=0.016164712607860569 0.0038949446752667431 0.0011261500185355546 0.00052132029668428015 0.00017767510871635753 0.0015833032084628942 0.012636432424187662 0.0011980500421486797 0.0046923852059990176 0.0095705352723598498 0.013439828064292671
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 8 -6 -8 -1 -7 -9
right_child=1 -3 -4 -5 6 9 7 10 -10 -11 -12
leaf_value=-0.0007388166473077302 -0.0077424335462649247 0.0023712123239630306 -0.0055202629349262377 0.0018112181395291123 0.00015907907441488635 -0.0058288658849537309 -0.0014564277775072952 0.0018482361948341667 0.003286301141500505 0.0022726332912005871 0.0064516399718822608
leaf_weight=1636.1313405036926 52.533787488937378 168.76715636253357 311.8894454240799 224.61422336101532 5268.5396542549133 401.8559205532074 243.34309160709381 468.9759281873703 366.72485053539276 88.765568614006042 327.85886538028717
leaf_count=670 36 76 227 101 2869 249 106 177 121 45 103
internal_value=0 -0.00174378 -0.00292278 3.10293e-07 0.000150127 -0.00085995 0.000549352 0.0025261 -1.8138e-06 -0.0043631 0.00374231
internal_weight=0 757.805 589.037 277.148 8802.2 2493.48 6308.72 1040.18 2002.86 490.621 796.835
internal_count=4780 440 364 137 4340 1085 3255 386 791 294 280
is_linear=0
shrinkage=0.06


Tree=73
num_leaves=12
num_cat=0
split_feature=66 29 136 8 137 140 108 28 51 78 146
split_gain=0.686009 0.683803 1.28062 2.155 0.824142 1.75334 0.91447 1.01825 1.13724 1.39265 1.01372
threshold=0.0060143163427710542 0.074787221848964705 0.0015349716995842757 0.0044099434744566688 0.0014881226234138014 0.039062514901161201 0.00093549740267917525 0.0092791137285530585 0.0044099434744566688 0.029773407615721229 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 -1 -8 9 10 -9
right_child=-2 2 -4 -5 5 -7 7 8 -10 -11 -12
leaf_value=-0.0013240357800545933 -0.0041783425333338214 -0.0043948186584548757 0.0083844656085213347 0.0093997540195675695 -0.00077438019263974809 -0.0088119901865548935 0.00030036515737757948 0.00037878758787240029 -0.0032009744582156495 0.01495938986657833 0.0088196671645774417
leaf_weight=1207.0831570625305 139.39432525634766 127.81384706497192 101.00007343292236 59.864470839500427 1124.9441474676132 106.99765467643738 6358.1592922210693 139.18698310852051 68.47120726108551 46.039424061775208 81.045249819755554
leaf_count=690 100 70 31 18 623 77 3011 69 49 17 25
internal_value=0 6.18259e-05 0.00293692 5.28895e-06 -2.90614e-05 -0.00147247 0.000196027 0.000470174 0.00369556 0.00546899 0.00348502
internal_weight=0 9420.61 288.678 187.678 9131.93 1231.94 7899.99 6692.9 334.743 266.272 220.232
internal_count=4780 4680 119 88 4561 700 3861 3171 160 111 94
is_linear=0
shrinkage=0.06


Tree=74
num_leaves=12
num_cat=0
split_feature=15 63 66 87 107 135 89 1 23 70 46
split_gain=0.656074 0.840454 1.04173 0.879047 0.735582 1.04722 0.90827 0.98599 1.78318 1.32635 1.29305
threshold=0.099488973617553725 0.00017767510871635753 0.00082683752407319855 0.011519505176693203 0.0005893622583243997 0.015200819820165636 0.0023699469165876512 0.0020932231564074759 0.013860232196748258 0.023343417793512348 0.096724390983581557
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 7 10 9 -9 -6
right_child=-2 4 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=0.001752364543819561 -0.003145785708302924 -0.0018589918220553872 -0.0050051424710970613 -0.0056496156631068604 2.6964521334127533e-07 -0.0023809682183617746 -0.0020559214611243801 0.003436497402504797 -0.00077969666559751197 -0.0046739943130592225 -0.010198424004176058
leaf_weight=1770.0499155521393 232.85637319087982 862.21816098690033 92.808021306991577 59.707226395606995 3347.0891047716141 601.17176568508148 558.62096309661865 1169.317883014679 743.40763711929321 77.392432570457458 45.360348582267761
leaf_count=721 118 556 62 35 1610 254 394 553 394 46 37
internal_value=0 7.8536e-05 0.00119628 0.00151083 -0.000211682 5.41706e-06 0.000246889 0.000485882 0.00154614 0.00293302 -0.000136097
internal_weight=0 9327.14 1922.57 1829.76 7404.58 6542.36 5941.19 5382.57 1990.12 1246.71 3392.45
internal_count=4780 4662 818 756 3844 3288 3034 2640 993 599 1647
is_linear=0
shrinkage=0.06


Tree=75
num_leaves=12
num_cat=0
split_feature=123 52 124 18 125 51 82 79 32 54 103
split_gain=0.708988 1.06588 0.66493 0.872865 0.866174 0.866321 0.852564 1.23575 1.06511 1.23631 0.780305
threshold=0.021960759535431865 0.0026012937305495147 0.016668972559273246 0.0037758676335215573 0.0031340263085439806 0.0018488886416889729 0.0013986918493174019 0.00082683752407319855 0.0049928687512874612 0.0020292587578296666 0.099559046328067793
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 10 5 -5 -6 -8 -9 -10 -1
right_child=1 -3 -4 4 6 -7 7 8 9 -11 -12
leaf_value=0.0002568648636988493 -0.0010388833062805129 0.011344247412701038 -0.0016811459271276099 -0.00065116591298784048 -0.0021887759318781276 -0.0056716029588137797 0.010614028340234918 -0.0029809914682597844 -0.0022354937213755754 0.011292940245701327 0.0054185577800762346
leaf_weight=7452.14701795578 51.12553882598877 49.013165831565857 824.47098445892334 231.6304178237915 293.6323105096817 265.64267921447754 53.734694004058838 133.26454842090607 43.952099919319153 54.438818335533142 106.94755697250366
leaf_count=3482 28 16 604 117 171 179 13 95 29 17 29
internal_value=0 0.00502207 -5.31619e-05 0.000102271 -0.00149638 -0.00333308 8.1008e-05 0.00241634 0.000514813 0.00524967 0.000329894
internal_weight=0 100.139 9459.86 8635.39 1076.3 497.273 579.022 285.39 231.655 98.3909 7559.09
internal_count=4780 44 4736 4132 621 296 325 154 141 46 3511
is_linear=0
shrinkage=0.06


Tree=76
num_leaves=12
num_cat=0
split_feature=122 63 146 43 19 17 87 58 65 25 0
split_gain=0.642858 0.614299 0.866435 1.10799 0.917975 1.30286 1.88179 1.46204 1.3963 1.18105 0.957665
threshold=0.031632266007363803 0.00017767510871635753 0.0028552538715302949 0.0027679565828293566 0.0022272822679951791 0.000490355829242617 0.0092791137285530585 0.0053125319536775359 0.00060774214216507982 0.014293605927377941 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 8 -4 9 -7 -10
right_child=-2 2 4 -5 -6 6 -8 -9 10 -11 -12
leaf_value=0.00096150488880868894 -0.0066523105432514567 -0.0023510627246743619 0.00054340792447854448 0.00044420589639246826 -0.00036913583270252708 -0.0036827683109972808 -0.011210661792688438 0.0052285975238009121 0.0043940611968688705 0.0073104604961234457 -0.0018096502163486431
leaf_weight=2031.8073865175247 52.011956453323364 1282.2560698986053 496.51887500286102 848.16767454147339 3538.6456795930862 317.26500022411346 54.4638671875 463.70752012729645 309.51963257789612 39.570109486579895 126.06606066226959
leaf_count=866 39 789 244 339 1893 180 41 159 136 22 72
internal_value=0 3.63904e-05 -0.000215029 -0.00123821 0.000192734 0.00129298 -0.000422491 0.00280596 0.000318991 -0.00246371 0.0025986
internal_weight=0 9507.99 7476.18 2130.42 5345.76 1807.11 846.885 960.226 792.421 356.835 435.586
internal_count=4780 4741 3875 1128 2747 854 451 403 410 202 208
is_linear=0
shrinkage=0.06


Tree=77
num_leaves=12
num_cat=0
split_feature=95 21 108 148 75 66 38 135 97 58 51
split_gain=0.69163 0.978445 0.981761 0.90791 0.788886 0.739897 0.955049 0.935088 0.945663 1.10878 1.25349
threshold=0.034632634371519096 0.00087947337306104611 0.021960759535431865 0.0079489401541650313 0.0023699469165876512 0.00057154725072905432 0.0060143163427710542 0.02129978779703379 0.0019071503775194289 0.029773407615721229 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -3 7 -7 8 9 -1 -11
right_child=1 4 -4 -5 -6 6 -8 -9 -10 10 -12
leaf_value=0.0010632687057406797 -0.006187659975330881 -0.008468218070165073 0.007043614665972411 0.0034729403675950025 -0.00023361144893909911 -0.0013677806789192534 0.0060314319655490837 -0.0024631220040883099 -0.0011136174162613439 -0.0039396715253595142 0.0018739554122417592
leaf_weight=5507.2321693897247 85.45228910446167 121.5268257856369 57.412560105323792 59.342639803886414 63.906923532485962 1538.3554973602295 65.472416639328003 401.93801844120026 1093.1945521831512 350.49799072742462 215.66794919967651
leaf_count=2543 56 82 16 21 35 878 26 160 717 166 80
internal_value=0 -0.00248247 0.000404217 -0.00222837 -0.00563029 0.000104914 -0.00106573 0.000352981 0.000510922 0.000803335 -0.0017251
internal_weight=0 387.641 202.207 144.795 185.434 9172.36 1603.83 7568.53 7166.59 6073.4 566.166
internal_count=4780 210 93 77 117 4570 904 3666 3506 2789 246
is_linear=0
shrinkage=0.06


Tree=78
num_leaves=12
num_cat=0
split_feature=11 137 16 1 107 51 110 113 143 10 70
split_gain=0.593473 1.13359 1.05457 1.2346 1.38266 1.26676 0.832029 1.42393 1.20369 0.948158 0.785476
threshold=0.011880517937242987 0.0014881226234138014 0.00085274505545385193 0.0098710241727530974 0.0021592099219560628 0.0011261500185355546 0.024066280573606495 0.0020932231564074759 0.0034400182776153092 0.0045489775948226461 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 -6 -1 8 -8 -10 -11
right_child=2 -3 -4 4 5 -7 7 -9 9 10 -12
leaf_value=0.00028593504513077078 -0.0021276174994984058 -0.0015713696606397727 0.0073939760939061242 -0.0058567997897485957 0.013146389725661867 0.0015554526298039398 0.00079175300014674315 -0.0011025716067015283 0.01216366913166568 -0.0023281114452075088 0.0078932383762811888
leaf_weight=6396.2641040086746 1213.7347649335861 1120.4049125909805 50.603707790374756 47.108134984970093 54.960649371147156 88.765568614006042 147.37903523445129 225.29329884052277 98.548162698745728 42.543851256370544 74.393641948699951
leaf_count=3138 692 633 31 35 14 45 38 81 29 21 23
internal_value=0 0.000200313 -0.00111567 -0.00142226 0.00306392 0.00598781 0.000484517 0.00264411 0.00497032 0.00782821 0.00417454
internal_weight=0 8104.83 1455.17 1404.57 190.834 143.726 6984.42 588.158 362.865 215.486 116.937
internal_count=4780 3963 817 786 94 59 3330 192 111 73 44
is_linear=0
shrinkage=0.06


Tree=79
num_leaves=12
num_cat=0
split_feature=82 42 70 15 143 142 0 43 29 66 87
split_gain=0.647224 0.936487 0.801294 0.773511 1.1616 1.05254 0.752512 0.882848 1.33023 1.19613 1.62477
threshold=0.04273676127195359 0.0027679565828293566 0.00017767510871635753 0.099488973617553725 0.0049928687512874612 0.0020932231564074759 0.00017767510871635753 0.0022975050378590827 0.010180860292166473 0.00075379351619631063 0.016164712607860569
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 -1 8 9 10 -8
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11 -12
leaf_value=0.0017071419475990141 -0.0090423166855558429 0.0055238044115868195 -0.0042931169335771952 -0.0043088389793600988 -0.0087890253559897349 0.0065156016343475365 -0.00049704953111147723 0.00083323546022555969 0.00093100258756031768 -0.0041201847828040376 -0.0083925999647712479
leaf_weight=1002.3555620908737 68.993038296699524 50.239121198654175 74.054104208946228 79.662050008773804 87.904199838638306 54.438818335533142 3192.4726302623749 2777.3844456672668 1653.2627154588699 422.56496620178223 96.668180704116821
leaf_count=362 46 17 33 41 58 17 1847 1159 821 307 72
internal_value=0 -0.00343671 -0.000325133 7.0918e-05 -0.00342849 8.53888e-05 0.000155873 -3.50947e-05 -0.000484619 -0.00111516 -0.000729101
internal_weight=0 193.286 124.293 9366.71 222.005 134.101 9144.71 8142.35 5364.97 3711.71 3289.14
internal_count=4780 96 50 4684 116 58 4568 4206 3047 2226 1919
is_linear=0
shrinkage=0.06


Tree=80
num_leaves=12
num_cat=0
split_feature=47 108 79 17 107 68 107 114 80 131 45
split_gain=0.621412 0.748785 1.07768 1.30405 0.872384 1.51779 1.38158 1.42762 1.33978 1.02321 0.979507
threshold=0.040252277627587325 0.013032016810029747 0.015200819820165636 0.014740333426743748 0.010829726699739696 0.004017772153019906 0.0031340263085439806 0.0038949446752667431 0.0012357163941487672 0.0020292587578296666 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 10 -6 -8 -3
right_child=-2 2 -4 -5 8 -7 9 -9 -10 -11 -12
leaf_value=-0.0001292853255538497 -0.001590022564091222 0.0013339168240935442 -0.005477211761694592 -0.0051836144308754894 -0.0013974941941765075 -0.0012842414574416408 0.0079423122996253731 0.010246461389751138 0.0064001373362073564 -0.00059934054193781165 -0.0060734744695411583
leaf_weight=7010.8072806596756 809.89866697788239 200.61694705486298 81.434885263442993 96.30359411239624 107.12985026836395 509.11796641349792 233.32810652256012 46.743548393249512 305.63442432880402 64.428754568099976 94.555807709693909
leaf_count=3629 390 78 63 58 36 244 67 21 102 32 60
internal_value=0 0.000147171 0.00126152 0.00159253 0.00201042 0.00116035 0.00310601 0.000503866 0.00437632 0.00609407 -0.00103897
internal_weight=0 8750.1 1739.29 1657.86 1561.56 1148.79 639.673 341.916 412.764 297.757 295.173
internal_count=4780 4390 761 698 640 502 258 159 138 99 138
is_linear=0
shrinkage=0.06


Tree=81
num_leaves=12
num_cat=0
split_feature=109 78 117 14 0 17 110 84 118 112 108
split_gain=0.613668 1.37197 1.25291 1.37211 1.40248 1.08694 1.06716 0.94298 0.898019 1.37027 0.866998
threshold=0.024810968898236755 0.0022272822679951791 0.016668972559273246 0.0034400182776153092 0.0066005610860884198 0.00017767510871635753 0.00075379351619631063 0.0005893622583243997 0.00096484774257987748 0.00244467705488205 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 8 4 -4 6 -2 -8 -3 10 -10
right_child=1 2 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=0.00015548083707196393 -0.0078944604601064779 -0.0042984804815929525 0.0073631379795071799 0.013009209254440865 -0.0060924022552188394 -0.0072424576095408977 -0.0034495729284329353 0.0056954077766655483 -0.0058064409377591069 0.011228994217309333 0.0060892604058942531
leaf_weight=8654.6338911056519 61.115475058555603 180.00809681415558 61.090426206588745 51.986907601356506 51.30783212184906 196.98917865753174 76.506014943122864 86.470902323722839 64.793341159820557 41.65743362903595 33.440332651138306
leaf_count=4295 43 116 19 15 35 123 35 26 46 10 17
internal_value=0 -0.00148628 0.000691651 0.00494897 0.00122092 -0.00399112 -0.00113301 0.00140249 -0.00149604 0.00211006 -0.00175695
internal_weight=0 905.366 484.284 164.385 112.398 421.082 224.092 162.977 319.899 139.891 98.2337
internal_count=4780 485 258 69 54 227 104 61 189 73 63
is_linear=0
shrinkage=0.06


Tree=82
num_leaves=12
num_cat=0
split_feature=123 69 108 117 50 32 71 10 71 125 123
split_gain=0.611438 1.13761 0.683503 0.96773 1.44051 1.25742 1.07377 0.661817 0.571349 1.15727 1.03966
threshold=0.021960759535431865 0.00017767510871635753 0.00093549740267917525 0.0027679565828293566 0.012636432424187662 0.0042751494329422721 0.030689206905663017 0.0013986918493174019 0.045367386192083366 0.020035739988088611 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -5 -1 -6 9 -4 -11
right_child=1 -3 8 5 7 -7 -8 -9 -10 10 -12
leaf_value=-0.00060561860225621228 0.0093897231806145745 -0.0039900416881855404 0.00015562955673209625 -0.0040316152802784364 0.0021185522649750156 0.0045880857499933135 -0.011897718927270014 0.010023802836810966 0.0010937882007307537 -0.004536306369383662 0.00070335942431676323
leaf_weight=619.68634045124054 64.768292307853699 35.370412349700928 5606.6528470516205 542.79069006443024 98.208624958992004 68.628451704978943 31.874839544296265 62.316381573677063 1839.6468827724457 376.26810228824615 213.78796720504761
leaf_count=389 22 22 2905 316 39 32 26 20 675 211 123
internal_value=0 0.0046638 -4.93693e-05 -0.00126116 9.62654e-05 -0.0030641 -0.00115804 0.0051874 0.00016528 -0.000110371 -0.00263788
internal_weight=0 100.139 9459.86 1423.51 812.086 611.419 651.561 160.525 8036.36 6196.71 590.056
internal_count=4780 44 4736 822 474 348 415 59 3914 3239 334
is_linear=0
shrinkage=0.06


Tree=83
num_leaves=12
num_cat=0
split_feature=95 128 29 124 35 83 12 147 12 94 30
split_gain=0.634251 0.679486 1.09371 0.616832 0.673347 1.36838 1.41049 1.25622 1.26118 1.04445 1.94326
threshold=0.034632634371519096 0.00093549740267917525 0.007706565549597145 0.016668972559273246 0.016164712607860569 0.0038949446752667431 0.012636432424187662 0.0022975050378590827 0.0010263677686452868 0.012252715881913902 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 9 -6 7 8 -7 -1 -11
right_child=1 2 -4 -5 5 6 -8 -9 -10 10 -12
leaf_value=0.00031316270739150981 -0.0043621504681720215 -0.0040158567760462073 0.0062870540491096671 -0.0014860066730600734 -0.0011103287266981793 0.0023207546456517295 -0.0046482900139753879 0.0022785893360276689 0.013121374493660277 -0.0037259500375249107 0.0039003063501198377
leaf_weight=6931.9954532384872 238.64661228656769 79.322512269020081 69.67211377620697 804.85569858551025 297.49246990680695 60.046764135360718 56.211653590202332 195.73817443847656 110.62542307376862 562.38092708587646 153.01202988624573
leaf_count=3229 133 51 26 588 181 25 39 98 32 308 70
internal_value=0 -0.00237727 0.000801938 0.000100468 0.000253068 0.00200706 0.00420146 0.00555912 0.00932145 8.79036e-05 -0.00209481
internal_weight=0 387.641 148.995 9172.36 8367.5 720.114 422.622 366.41 170.672 7647.39 715.393
internal_count=4780 210 77 4570 3982 375 194 155 57 3607 378
is_linear=0
shrinkage=0.06


Tree=84
num_leaves=12
num_cat=0
split_feature=33 25 33 68 72 124 105 81 23 11 95
split_gain=0.561221 1.16439 1.54503 1.80143 1.30829 1.41034 1.06955 1.01107 1.0101 0.94795 0.929925
threshold=0.00093549740267917525 0.0038949446752667431 0.0005375427135732026 0.0035485138650983576 0.00244467705488205 0.00073092587990686308 0.0019672545604407792 0.004017772153019906 0.045367386192083366 0.0014427106943912806 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -6 7 -1 9 -5 -2
right_child=10 -3 4 8 5 -7 -8 -9 -10 -11 -12
leaf_value=0.0022198230714373319 -0.001957499313595611 -0.0007635262576495582 0.0017416724138908102 0.00082336045278786621 0.013022547960995799 0.0038248241381663183 0.0065113137193566102 -0.0049648925907279208 -0.0068831175288357974 -0.0044750460900038055 -5.4626880837725486e-06
leaf_weight=492.45137345790863 1063.0494015216827 1344.3901581764221 384.43510556221008 406.86688876152039 96.096251964569092 159.84593105316162 178.21021270751953 82.29625403881073 116.44071102142334 173.35648894309998 5062.5610550642014
leaf_count=203 504 802 156 188 27 79 70 50 71 114 2516
internal_value=0 0.000613959 0.00150002 0.000415757 0.00395448 0.00727821 0.00245026 0.00119107 -0.00178315 -0.000759673 -0.000344223
internal_weight=0 3434.39 2090 1449.62 640.377 255.942 752.958 574.748 696.664 580.223 6125.61
internal_count=4780 1760 958 696 262 106 323 253 373 302 3020
is_linear=0
shrinkage=0.06


Tree=85
num_leaves=12
num_cat=0
split_feature=95 7 21 83 38 98 77 14 66 108 46
split_gain=0.563242 1.04495 0.939258 0.634394 0.611895 1.80756 1.05261 0.810539 0.779555 1.23442 1.06157
threshold=0.034632634371519096 0.0020292587578296666 0.00087947337306104611 0.011519505176693203 0.0060143163427710542 0.0032328735105693345 0.012636432424187662 0.00093549740267917525 0.00057154725072905432 0.0016846025246195497 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 8 6 -6 -7 9 10 -1
right_child=1 -3 -4 -5 5 7 -8 -9 -10 -11 -12
leaf_value=-0.00023601413612664459 -0.0038553164475168752 0.0048177608646609235 -0.0071064953675785605 0.0034186273985091576 0.0089630509035634031 0.0019197822443711913 0.00063470131243693732 -0.0072101080224785813 -0.001232892229987575 0.00075333393661790359 -0.0034426841356771471
leaf_weight=1620.9411914348602 97.347256183624268 63.202799201011658 149.54150593280792 77.549677014350891 141.61384499073029 66.51607871055603 88.947861909866333 73.896859765052795 1538.3554973602295 5159.8651648759842 482.22209489345551
leaf_count=870 52 31 98 29 47 20 52 50 878 2359 294
internal_value=0 -0.00224024 -0.00361519 -0.000630034 9.4677e-05 0.00248168 0.00575008 -0.00288512 -5.93411e-06 0.000253943 -0.000971253
internal_weight=0 387.641 324.438 174.897 9172.36 370.975 230.562 140.413 8801.38 7263.03 2103.16
internal_count=4780 210 179 81 4570 169 99 70 4401 3523 1164
is_linear=0
shrinkage=0.06


Tree=86
num_leaves=12
num_cat=0
split_feature=63 51 99 68 149 47 15 19 101 72 138
split_gain=0.518579 0.558815 0.846799 1.32186 1.03442 0.611234 0.920115 0.718273 1.25266 1.07527 1.07336
threshold=0.022641776129603389 0.016164712607860569 0.0056525857653468856 0.0020292587578296666 0.0041444667149335155 0.040252277627587325 0.099488973617553725 0.004017772153019906 0.05109804309904576 0.0095705352723598498 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 7 8 10 -9 -1
right_child=-2 2 3 4 -6 -7 -8 9 -10 -11 -12
leaf_value=0.0014696181441982631 -0.0035414769445255472 -0.0028394549559356366 -0.0055034573707889774 0.0008636580576564689 0.0111864658637543 -0.0014386654432815976 -0.0074396223745659198 -0.00094413151701564012 -0.0059781663836792178 0.0014322101322583821 -0.00099478735990422948
leaf_weight=3644.3060373067856 146.56776416301727 520.56624901294708 64.793341159820557 92.443434715270996 56.186604738235474 757.5471727848053 54.281573891639709 2399.3045566082001 93.512145638465881 959.67256391048431 770.81838834285736
leaf_count=1527 99 315 46 48 15 361 34 1224 66 543 502
internal_value=0 5.5141e-05 -0.00153455 0.00164828 0.00476599 0.000189575 0.000345279 0.00039899 0.000893819 -0.000265202 0.00103937
internal_weight=0 9413.43 733.99 213.423 148.63 8679.44 7921.9 7867.61 4508.64 3358.98 4415.12
internal_count=4780 4681 424 109 63 4257 3896 3862 2095 1767 2029
is_linear=0
shrinkage=0.06


Tree=87
num_leaves=12
num_cat=0
split_feature=25 27 99 82 0 127 110 27 51 125 11
split_gain=0.488306 1.6385 1.40744 1.11097 1.03593 1.00521 1.15326 1.34387 1.09605 1.33418 1.01005
threshold=0.00017767510871635753 0.0015833032084628942 0.0046923852059990176 0.04273676127195359 0.00017767510871635753 0.0021592099219560628 0.0019071503775194289 0.0028552538715302949 0.0038949446752667431 0.020035739988088611 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 -6 10 9 -7 -8
right_child=3 -3 -4 -5 5 8 7 -9 -10 -11 -12
leaf_value=-0.00065951834666867282 0.0029246846284433632 -0.0036027151412705754 0.0033765520934853949 -0.009167918542755572 -0.00010505924220570589 0.00068611045331159126 0.0019745071452686655 0.0037842937776991887 -0.0036315862905571868 -0.0070838566029277532 -0.0022142334320017
leaf_weight=1713.3414797782898 511.33748614788055 551.55467092990875 380.02806627750397 44.656224250793457 3412.6798143386841 808.17592942714691 505.91183364391327 713.04819297790527 479.97752630710602 88.243737578392029 351.04487061500549
leaf_count=709 191 330 125 33 1917 416 190 311 323 48 187
internal_value=0 -0.000693362 7.31856e-05 0.000265202 0.000326515 0.000117595 0.000514077 0.00185988 -0.00131771 -7.87667e-05 0.000258626
internal_weight=0 2644.92 2093.37 6915.08 6870.42 6359.08 4982.68 1570 1376.4 896.42 856.957
internal_count=4780 1164 834 3616 3583 3392 2605 688 787 464 377
is_linear=0
shrinkage=0.06


Tree=88
num_leaves=12
num_cat=0
split_feature=11 135 31 137 83 140 23 50 144 18 40
split_gain=0.52677 1.17211 1.0467 0.916314 1.06922 0.971373 0.875184 1.3054 0.97218 0.962918 0.959409
threshold=0.011880517937242987 0.0044099434744566688 0.0068083447404205808 0.0014881226234138014 0.018276390619575981 0.0079489401541650313 0.030689206905663017 0.012636432424187662 0.00060774214216507982 0.0013986918493174019 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 -3 -1 5 -5 7 10 -9 -8 -2
right_child=1 2 -4 4 -6 -7 9 8 -10 -11 -12
leaf_value=0.00044423951414235074 0.0049210531052410657 -0.0067841793448818596 0.0027181754044381876 -0.001693776338092658 -0.0046796779945038188 0.0027232331587509024 -0.0058278524448308854 0.00023477075705404633 0.0070921410908112688 0.0032346049421621754 -0.0018163125668298656
leaf_weight=6984.4220939874649 87.357319951057434 198.03284072875977 52.873325228691101 591.48936700820923 271.74740719795227 257.16813838481903 172.83465790748596 142.50026261806488 155.80347836017609 55.84706699848175 589.92387390136719
leaf_count=3330 37 117 26 366 160 107 117 58 62 25 375
internal_value=0 -0.00105111 -0.00478175 0.00018872 -0.00140415 -0.000355293 -0.000273837 0.000509273 0.00381636 -0.00361468 -0.000947311
internal_weight=0 1455.17 250.906 8104.83 1120.4 848.658 1204.27 975.585 298.304 228.682 677.281
internal_count=4780 817 143 3963 633 473 674 532 120 142 412
is_linear=0
shrinkage=0.06


Tree=89
num_leaves=12
num_cat=0
split_feature=11 2 118 24 141 1 53 137 32 115 117
split_gain=0.465454 0.912801 0.881095 1.16947 0.868577 1.08833 0.915995 1.10662 0.915248 0.812216 0.78337
threshold=0.011880517937242987 0.0033348383149132137 0.00017767510871635753 0.0095705352723598498 0.016668972559273246 0.091400381177663817 0.013032016810029747 0.00077738583786413084 0.002945306478068233 0.00017767510871635753 0.022641776129603389
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 10 5 -1 7 -6 9 -9 -4
right_child=1 -3 3 -5 6 -7 -8 8 -10 -11 -12
leaf_value=0.00048279331648384377 -0.0033243136239675731 0.0059352640670057395 -0.00067123847621291849 -0.0079738503880046 -0.0060252590542131087 -0.0048058442837477398 -0.0080844491886389556 0.0012110011547517006 0.0021951538157656582 -0.0056777354143198473 0.0035396848921400142
leaf_weight=7184.7746498584747 501.6550874710083 65.472416639328003 608.44539999961853 64.271510124206543 131.49171316623688 142.86484920978546 73.896859765052795 110.1035920381546 321.7791862487793 139.91615629196167 215.32841145992279
leaf_count=3490 303 26 349 49 73 72 50 35 146 97 90
internal_value=0 -0.000988042 -0.00131422 -0.000178717 0.000177397 0.000379682 -0.00172983 -0.00106213 7.91947e-05 -0.00264408 0.000429466
internal_weight=0 1455.17 1389.7 888.045 8104.83 7327.64 777.188 703.291 571.799 250.02 823.774
internal_count=4780 817 791 488 3963 3562 401 351 278 132 439
is_linear=0
shrinkage=0.06


Tree=90
num_leaves=12
num_cat=0
split_feature=123 42 141 45 99 52 43 117 62 47 4
split_gain=0.536235 0.879163 0.609216 0.797635 0.850683 1.00209 0.694224 0.933928 0.960259 1.39167 1.33416
threshold=0.021960759535431865 0.0020932231564074759 0.0013986918493174019 0.00017767510871635753 0.0013146653072908523 0.0020292587578296666 0.0027679565828293566 0.0063990866765379914 0.0016331639490090313 0.029773407615721229 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -4 -8 9 10 -9
right_child=1 -3 6 -5 -6 -7 7 8 -10 -11 -12
leaf_value=0.00056908695352849846 0.0089116542152231082 -0.0025878626538323912 -0.00015593716916361913 -0.0010456187671057206 -0.0024251340782325604 0.0080758309252962814 -0.00050985042302077114 0.0075706181801621199 -8.804224823271369e-05 -0.0056467532496572298 0.002338627970311884
leaf_weight=149.69875037670135 60.568595170974731 39.570109486579895 4060.6201772689819 2897.0994846820831 114.32833802700043 111.85137844085693 756.45341300964355 249.08323299884796 468.11455941200256 59.00310206413269 593.60869133472443
leaf_count=81 22 22 2216 1517 59 33 319 73 190 31 217
internal_value=0 0.00436759 -4.62337e-05 -0.000708235 0.00189216 0.00377933 0.000303978 0.0011823 0.00211676 0.00326138 0.0038851
internal_weight=0 100.139 9459.86 3272.98 375.878 261.55 6186.88 2126.26 1369.81 901.695 842.692
internal_count=4780 44 4736 1690 173 114 3046 830 511 321 290
is_linear=0
shrinkage=0.06


Tree=91
num_leaves=12
num_cat=0
split_feature=14 94 27 140 137 46 125 3 82 113 95
split_gain=0.483312 1.31157 0.988555 0.959244 1.12944 0.948042 0.837567 0.769765 0.74166 1.27064 1.1286
threshold=0.002945306478068233 0.012252715881913902 0.00090704852482303988 0.0068083447404205808 0.00085274505545385193 0.040252277627587325 0.00052132029668428015 0.00017767510871635753 0.0058306583669036635 0.0051502294372767219 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 8 -6 -4 -2 9 10 -5
right_child=3 2 6 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-5.1520340830673202e-05 -0.002785861496476992 -0.010602527190445602 0.0042852023978452629 0.0054232362519267049 -0.0036994734078822701 0.0071575841505843694 -0.0037120401579178314 0.00053798881791008351 -0.0033596357424487602 0.013578140489526139 -0.00045077153611891471
leaf_weight=6785.7101777791977 313.04025423526764 61.637306094169617 57.073022365570068 343.11720967292786 153.03707873821259 35.709950089454651 271.04328286647797 1262.1440018415451 49.899583458900452 48.309041500091553 179.27892363071442
leaf_count=3233 156 40 26 136 94 12 156 800 27 12 88
internal_value=0 -0.000245931 -0.00363067 0.000740046 0.00241889 -0.00164537 -0.00232099 -0.000122568 0.00365497 0.0042683 0.00340736
internal_weight=0 7175.46 389.754 2384.54 809.352 188.747 328.116 1575.18 620.605 570.705 522.396
internal_count=4780 3455 222 1325 369 106 182 956 263 236 224
is_linear=0
shrinkage=0.06


Tree=92
num_leaves=12
num_cat=0
split_feature=122 103 123 52 58 51 59 109 52 110 29
split_gain=0.525256 0.476634 0.471777 0.829741 0.545706 0.844953 0.939962 1.20538 2.13642 1.19189 0.917334
threshold=0.031632266007363803 0.099559046328067793 0.021960759535431865 0.0026012937305495147 0.001792412775103003 0.00043393640953581786 0.0016846025246195497 0.004017772153019906 0.0022975050378590827 0.00044738779251929378 0.074787221848964705
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -8 9 -9 -7
right_child=-2 -3 3 -5 -6 10 7 8 -10 -11 -12
leaf_value=-0.0010888499258640801 -0.006013129828916248 0.0037863906732127535 -0.0012665048986842007 0.0096591679052893866 0.00025520794065579753 -0.0016608994229229985 -0.00090690041141484195 0.018049719449501452 0.00015975306857502906 0.0059596261811525799 0.0042237687267922116
leaf_weight=439.10631489753723 52.011956453323364 120.25077271461487 51.12553882598877 49.013165831565857 6327.6175547838211 2000.2011330127716 175.96564412117004 53.212862968444824 125.8837673664093 65.472416639328003 100.13870465755463
leaf_count=228 39 33 28 16 2921 1265 99 16 65 26 44
internal_value=0 3.28939e-05 -1.5186e-05 0.0040811 -5.9352e-05 -0.000731794 0.000852768 0.00288013 0.00560487 0.0113803 -0.00138033
internal_weight=0 9507.99 9387.74 100.139 9287.6 2959.98 859.641 420.535 244.569 118.685 2100.34
internal_count=4780 4741 4708 44 4664 1743 434 206 107 42 1309
is_linear=0
shrinkage=0.06


Tree=93
num_leaves=12
num_cat=0
split_feature=5 79 97 103 137 146 14 38 51 81 52
split_gain=0.487384 0.71029 0.472305 0.498399 0.489256 0.79467 0.701626 1.2869 1.20321 1.31736 1.60122
threshold=0.1710825711488724 0.00096484774257987748 0.091400381177663817 0.099559046328067793 0.0014881226234138014 0.00244467705488205 0.002945306478068233 0.0015833032084628942 0.016164712607860569 0.0031340263085439806 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 8 9 10 -8
right_child=1 -3 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-0.00010334343012630568 -0.0071091828750756121 0.0019315602296284813 -0.0048453405264790323 0.0039453446414956517 -0.0037924183843746737 -0.00022743923192480333 -0.0015363983661836379 0.004068732959300143 -0.0048782210140318151 -0.00075325364835871292 0.0052271104980475512
leaf_weight=6086.9838137626648 81.070298671722412 50.943245530128479 70.401286959648132 119.02481734752655 294.17919039726257 958.60385298728943 185.09421157836914 438.37714171409607 142.36806702613831 738.18932676315308 394.76457953453064
leaf_count=2896 49 21 54 32 192 525 127 200 99 424 161
internal_value=0 -0.00362041 5.06941e-05 8.75292e-05 3.78271e-05 -0.00106457 0.000210768 0.00121772 0.000361919 0.00092793 0.00306816
internal_weight=0 132.014 9427.99 9357.59 9238.56 1252.78 7985.78 1898.79 1460.42 1318.05 579.859
internal_count=4780 70 4710 4656 4624 717 3907 1011 811 712 288
is_linear=0
shrinkage=0.06


Tree=94
num_leaves=12
num_cat=0
split_feature=58 65 140 109 107 42 60 149 116 24 118
split_gain=0.490218 0.982928 1.17739 0.853572 0.5951 0.948262 0.53541 0.993164 1.13309 0.978533 0.971
threshold=0.044033329933881767 0.0014881226234138014 0.00090704852482303988 0.02129978779703379 0.0058306583669036635 0.014293605927377941 0.00085274505545385193 0.00060774214216507982 0.00017767510871635753 0.0015833032084628942 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -4 -6 7 8 9 -1 -8
right_child=1 -3 3 -5 5 -7 10 -9 -10 -11 -12
leaf_value=0.0031714756698351422 -0.0081437580444692903 -0.0089683395385039399 0.0032900739631306088 -0.0070977786799694478 -0.007700205685288084 0.0023621050172643121 -0.0015236194156205308 0.0010748326436616478 -0.0015852503410851953 -0.0031611244718791906 0.00043559509179181318
leaf_weight=393.35633087158203 68.28891396522522 60.411350727081299 222.84138810634613 48.673628091812134 56.551191329956055 83.49716055393219 1665.490268945694 3530.3172370195389 1308.1333281993866 113.10238265991211 2009.336651802063
leaf_count=153 42 39 79 26 29 27 968 1458 769 58 1132
internal_value=0 -0.00175554 -0.00084748 0.00036316 0.00136388 -0.00170103 0.000105153 0.000488459 -0.000652339 0.00175728 -0.000452352
internal_weight=0 540.264 479.852 411.563 362.89 140.048 9019.74 5344.91 1814.59 506.459 3674.83
internal_count=4780 242 203 161 135 56 4538 2438 980 211 2100
is_linear=0
shrinkage=0.06


Tree=95
num_leaves=12
num_cat=0
split_feature=18 67 29 80 131 74 55 85 14 91 118
split_gain=0.44844 0.987259 1.13509 0.715503 1.41981 0.556045 1.00383 1.31614 0.926417 1.5927 1.15488
threshold=0.0037758676335215573 0.0014427106943912806 0.0060143163427710542 0.0098710241727530974 0.0011261500185355546 0.00040826165059115743 0.00040826165059115743 0.0016331639490090313 0.0034400182776153092 0.0025217677466571335 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -5 6 8 -8 10 -10 -1
right_child=1 2 -4 4 -6 -7 7 -9 9 -11 -12
leaf_value=0.00020329247257851594 -0.0029849143237817787 -0.00077363702805541789 0.0067356878281068259 0.006585824220918037 -0.0044112890102339462 -0.00088347556391551053 0.01049972410472523 -0.0012843731571654704 0.0029424920434348626 -0.0028286671216850513 -0.0031575744581979616
leaf_weight=5185.5100321769714 701.80030119419098 217.30858886241913 108.72039222717285 88.922813057899475 80.548467636108398 1517.8468425273895 79.297463417053223 59.889519691467285 911.73506033420563 212.22247409820557 396.19787704944611
leaf_count=2284 432 143 51 28 52 1012 27 42 384 132 193
internal_value=0 -0.00108604 0.00173049 -0.00213998 0.00135898 0.00015549 0.000385881 0.00542925 0.000281198 0.0018528 -3.52668e-05
internal_weight=0 1197.3 326.029 871.272 169.471 8362.7 6844.85 139.187 6705.67 1123.96 5581.71
internal_count=4780 706 194 512 80 4074 3062 69 2993 516 2477
is_linear=0
shrinkage=0.06


Tree=96
num_leaves=12
num_cat=0
split_feature=109 67 140 17 82 84 75 70 125 11 29
split_gain=0.465123 1.89184 1.55144 0.920748 1.06777 0.793886 0.745131 0.727642 0.693433 0.977617 0.962546
threshold=0.024810968898236755 0.0010585968848317864 0.0079489401541650313 0.00017767510871635753 0.00055427959887310873 0.0013986918493174019 0.0048403022810816774 0.00062670491752214741 0.020035739988088611 0.0062037324532866487 0.04673989117145539
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 6 4 -2 -4 -3 -6 -1 10 -10
right_child=1 2 5 -5 7 -7 -8 -9 9 -11 -12
leaf_value=0.00030803433645532259 -0.0052651881185015268 -0.0077666426628465414 0.013874745645660888 -0.0050790725033176172 -0.0037296411522777665 0.0030383901219762166 0.0023436904787629124 0.0037722172675021845 -0.0014691578891333464 -0.0080712191601166102 0.0069996259084450429
leaf_weight=7843.823757648468 120.8227014541626 39.570109486579895 55.66477370262146 336.01891732215881 64.428754568099976 43.247975587844849 77.914263606071472 167.69844543933868 684.03994846343994 74.78327739238739 51.986907601356506
leaf_count=3870 78 22 18 209 32 25 43 58 349 61 15
internal_value=0 -0.00129395 0.00359995 -0.00283107 -0.000690907 0.00913673 -0.00106159 0.00169002 0.000135361 -0.00153509 -0.000870992
internal_weight=0 905.366 216.397 688.969 352.95 98.9127 117.484 232.127 8654.63 810.81 736.027
internal_count=4780 485 108 377 168 43 65 90 4295 425 364
is_linear=0
shrinkage=0.06


Tree=97
num_leaves=12
num_cat=0
split_feature=95 72 21 135 68 101 103 53 33 143 44
split_gain=0.461677 1.05958 0.591113 0.475857 0.749845 0.730066 0.706758 0.635953 1.21865 0.493173 0.537419
threshold=0.034632634371519096 0.0062037324532866487 0.00087947337306104611 0.02129978779703379 0.0051502294372767219 0.00064626874518580746 0.099559046328067793 0.0072436286136507997 0.0032328735105693345 0.035692447796463973 0.04673989117145539
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 7 -6 9 8 -5 10 -1
right_child=1 -3 -4 4 5 -7 -8 -9 -10 -11 -12
leaf_value=0.00011854534254760853 -0.0011983304227612104 0.0041143678472424618 -0.0064762855225267944 0.0033178378233340079 -0.0040227225871916281 0.0041277002569428192 0.005005064558231416 -0.0094329981810050631 -0.0044917526330535687 -0.0021135683573958422 0.0023780245967481065
leaf_weight=7752.366935968399 165.79341459274292 80.183881044387817 141.663942694664 102.74785983562469 57.594853401184082 126.38054955005646 108.69534337520599 49.377752423286438 239.84751880168915 336.90533494949341 398.44244563579559
leaf_count=3929 77 38 95 29 23 38 27 30 110 220 164
internal_value=0 -0.00202823 -0.0036302 8.57168e-05 -0.0015839 0.00157615 0.000197579 -0.00306709 -0.00214958 0.000136013 0.000228997
internal_weight=0 387.641 307.457 9172.36 575.949 183.975 8596.41 391.973 342.595 8487.71 8150.81
internal_count=4780 210 172 4570 230 61 4340 169 139 4313 4093
is_linear=0
shrinkage=0.06


Tree=98
num_leaves=12
num_cat=0
split_feature=82 45 43 99 36 46 39 15 147 96 52
split_gain=0.438867 1.52778 0.530731 1.78067 1.04165 0.97412 0.938929 0.754017 1.24214 1.04902 0.714673
threshold=0.04273676127195359 0.0058306583669036635 0.0081988852471113222 0.0046923852059990176 0.0015833032084628942 0.0020292587578296666 0.0012745757703669371 0.060991313308477409 0.00043393640953581786 0.0033348383149132137 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 -4 -5 -7 -1 -9 -10 -8
right_child=1 -3 3 5 -6 6 10 8 9 -11 -12
leaf_value=-3.5545197118273275e-05 -0.0086705926927009899 0.002041973604160681 0.00025881611870561374 -0.00031998002803992285 -0.0077251050897621069 0.0093911389325723529 0.0061818145062405173 -0.0072978854637241073 -0.0023353345949216949 0.0082096489227775175 -0.0015878367530327592
leaf_weight=7239.5892009735107 87.904199838638306 105.38206386566162 1291.3484423160553 122.36314570903778 61.637306094169617 152.80468773841858 102.74785983562469 138.32561433315277 140.25569403171539 44.81346869468689 72.82814884185791
leaf_count=3867 58 38 447 45 40 39 29 82 87 16 32
internal_value=0 -0.00282997 5.83977e-05 0.000983214 -0.000104903 0.00424939 0.00595205 -0.000162166 -0.00299673 0.000218075 0.002959
internal_weight=0 193.286 9366.71 1803.73 1352.99 450.744 328.381 7562.98 323.395 185.069 175.576
internal_count=4780 96 4684 632 487 145 100 4052 185 103 61
is_linear=0
shrinkage=0.06


Tree=99
num_leaves=12
num_cat=0
split_feature=122 66 80 44 63 3 149 29 34 147 133
split_gain=0.469732 0.46563 0.518926 0.467133 0.87007 0.942666 2.99048 1.70545 0.863555 0.770063 0.792368
threshold=0.031632266007363803 0.0060143163427710542 0.00042089859198313212 0.013439828064292671 0.0095705352723598498 0.00050559637020342063 0.012636432424187662 0.011519505176693203 0.0068083447404205808 0.00747153488919139 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 9 7 -7 -8 10 -5
right_child=-2 2 -4 4 -6 6 8 -9 -10 -11 -12
leaf_value=-0.00012269068737819604 -0.0056864330538550006 0.0012588781672164735 -0.0062808924619791639 0.0076742219930903688 -0.0032699992154670921 -0.0020555891530970719 0.014683515497190252 0.0077024942680146511 0.0062542734978916293 -0.0067708825104247361 0.0003135054619325848
leaf_weight=7591.1127562522888 52.011956453323364 53.055618524551392 86.338706731796265 55.66477370262146 159.5063933134079 273.33794915676117 74.211348652839661 84.383578181266785 106.60801923274994 52.011956453323364 971.75677561759949
leaf_count=3842 39 33 67 18 89 175 16 38 39 39 385
internal_value=0 3.11067e-05 -0.00341114 8.23236e-05 0.000957881 0.00137468 0.00342506 0.000246263 0.00971378 0.000351729 0.000712302
internal_weight=0 9507.99 139.394 9368.59 1777.48 1617.97 538.541 357.722 180.819 1079.43 1027.42
internal_count=4780 4741 100 4641 799 710 268 213 55 442 403
is_linear=0
shrinkage=0.06


Tree=100
num_leaves=12
num_cat=0
split_feature=123 44 4 24 114 94 24 25 28 94 104
split_gain=0.395606 0.771299 0.494117 0.500749 0.497348 0.482381 0.797382 1.17286 0.865096 0.800474 0.741824
threshold=0.021960759535431865 0.00090704852482303988 0.015675474889576439 0.0013986918493174019 0.000490355829242617 0.012252715881913902 0.014293605927377941 0.022641776129603389 0.00039601318712811922 0.028884131461381916 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 -1 7 8 9 -7 -10
right_child=1 -3 3 4 -6 6 -8 -9 10 -11 -12
leaf_value=0.00016506370684342392 0.0082290615974873246 -0.0024411937881783116 0.002700771467001691 -0.0088325393926300608 -0.00076111872085953057 -0.0093374720755928578 -0.0051056338650519624 0.0081161723608412836 -0.00085960607666318379 -0.00075104519534004502 0.0053635529621700621
leaf_weight=8309.0146729946136 58.116684436798096 42.022020220756531 35.892243385314941 65.31517219543457 47.447672724723816 78.618387937545776 160.39281094074249 53.395156264305115 553.27740848064423 77.731970310211182 78.775632381439209
leaf_count=4109 20 24 19 43 25 47 100 23 304 36 30
internal_value=0 0.00375142 -3.97111e-05 -0.00347163 -0.0054363 1.50801e-05 -0.00122841 -0.000489661 -0.0010725 -0.0050686 -8.39856e-05
internal_weight=0 100.139 9459.86 148.655 112.763 9311.21 1002.19 841.799 788.403 156.35 632.053
internal_count=4780 44 4736 87 68 4649 540 440 417 83 334
is_linear=0
shrinkage=0.06


Tree=101
num_leaves=12
num_cat=0
split_feature=17 78 11 78 124 18 44 12 21 4 44
split_gain=0.410281 1.49314 0.917406 0.771712 1.23322 0.982684 0.928111 2.42526 1.27081 0.938519 1.20746
threshold=0.0033348383149132137 0.00068727668258361529 0.00044738779251929378 0.072653736919164671 0.00747153488919139 0.0021592099219560628 0.015675474889576439 0.00075379351619631063 0.0022975050378590827 0.00096484774257987748 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 9 -8 -9 -3 -11
right_child=1 3 -4 4 -6 -7 7 8 -10 10 -12
leaf_value=0.00020770193559776096 -0.013421465524160322 0.0018692136708574573 -0.0034996283948097681 -0.0021161625012728661 0.010820913744667322 -0.0027762271668745164 -0.0063699483393449474 0.014507497335554738 0.0028987008561690828 0.0054632130481094164 -0.0027235979913933068
leaf_weight=7473.2707479000092 39.752402782440186 436.99394190311432 214.98887372016907 49.560045719146729 57.073022365570068 474.55187380313873 54.803404927253723 66.51607871055603 69.332576036453247 73.532273173332214 549.62459123134613
leaf_count=3602 29 216 100 37 26 322 31 20 36 36 325
internal_value=0 -0.00074385 -0.00504793 -0.000145359 0.00480813 -0.000451502 0.000430493 0.00428457 0.00858276 -0.000262603 -0.00175756
internal_weight=0 2086.73 254.741 1831.99 106.633 1725.35 1250.8 190.652 135.849 1060.15 623.157
internal_count=4780 1178 129 1049 63 986 664 87 56 577 361
is_linear=0
shrinkage=0.06


Tree=102
num_leaves=12
num_cat=0
split_feature=37 115 89 82 46 78 77 23 105 88 11
split_gain=0.417719 1.35457 1.15491 1.1519 0.895742 1.04525 0.946907 0.794643 0.624868 0.970766 0.701172
threshold=0.0053125319536775359 0.00044738779251929378 0.00017767510871635753 0.0012357163941487672 0.012636432424187662 0.014293605927377941 0.0035485138650983576 0.015675474889576439 0.007706565549597145 0.0051502294372767219 0.0087224207818508166
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 7 3 4 5 -3 -6 -2 -1 10 -10
right_child=1 2 -4 -5 6 -7 -8 -9 9 -11 -12
leaf_value=0.00033926042450857274 -0.0093947156581627063 -0.002561802845607392 -0.0029909042322677566 -0.00092605648532394236 0.0026294069535750713 0.008799694219912859 0.0126762199886402 -0.001509211978111939 -0.0011168898682766581 0.0032950165404516617 -0.0052694339485632978
leaf_weight=7386.4352589845657 100.16375350952148 96.12130081653595 337.63450813293457 346.48058688640594 66.176540970802307 41.83972692489624 68.967989444732666 85.087702512741089 699.97736823558807 146.0208842754364 185.09421157836914
leaf_count=3562 68 51 248 173 30 17 22 42 362 78 127
internal_value=0 -0.00107655 -0.000167675 0.0013708 0.00428476 0.000883822 0.00775657 -0.00577283 0.000146115 -0.00123752 -0.00198531
internal_weight=0 1142.47 957.221 619.586 273.106 137.961 135.145 185.251 8417.53 1031.09 885.072
internal_count=4780 651 541 293 120 68 52 110 4129 567 489
is_linear=0
shrinkage=0.06


Tree=103
num_leaves=12
num_cat=0
split_feature=122 47 15 113 98 28 121 136 83 5 4
split_gain=0.405686 0.386477 0.669793 0.64523 0.995957 0.934793 0.759935 0.748905 0.537137 1.1724 0.779931
threshold=0.031632266007363803 0.040252277627587325 0.099488973617553725 0.0070226341485977182 0.00096484774257987748 0.00017767510871635753 0.029773407615721229 0.00040826165059115743 0.0046923852059990176 0.0019672545604407792 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 6 -5 7 -3 -6 9 10 -1
right_child=-2 3 -4 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00016247544103628305 -0.0052845742989433833 -0.0033228555768142418 -0.0063525800025644496 0.0075372286311511686 -0.0014520734847659306 -0.0064199454008144414 0.0053201021068401506 0.0064855922028371794 0.00048286763743918119 -0.0034958029033855618 0.0074472429568022743
leaf_weight=1958.7078951597214 52.011956453323364 444.71426069736481 56.733484625816345 64.246461272239685 114.66787576675415 75.644646167755127 39.909647226333618 68.263865113258362 6225.6489658355713 409.73348379135132 49.717290163040161
leaf_count=1077 39 236 36 25 49 48 12 18 2968 252 20
internal_value=0 2.89084e-05 0.000145442 -0.00122679 0.000851337 -0.000809854 -0.00261109 0.00150999 0.000188092 -0.00057082 2.58983e-05
internal_weight=0 9507.99 8700.54 807.447 322.823 258.576 484.624 182.932 8643.81 2418.16 2008.43
internal_count=4780 4741 4353 388 140 115 248 67 4317 1349 1097
is_linear=0
shrinkage=0.06


Tree=104
num_leaves=12
num_cat=0
split_feature=61 11 147 39 0 63 88 83 83 40 53
split_gain=0.410565 1.02704 1.14641 1.07537 1.18415 0.985367 1.08903 1.02656 0.9145 0.941981 0.819727
threshold=0.00064626874518580746 0.011880517937242987 0.0010585968848317864 0.0063990866765379914 0.0023699469165876512 0.0038949446752667431 0.00055427959887310873 0.0054799309000372895 0.02636832278221846 0.00060774214216507982 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 -1 -7 9 -3 -2
right_child=10 8 3 4 -6 7 -8 -9 -10 -11 -12
leaf_value=0.00091402126410216136 -0.0038388334137829934 0.0016120587314304596 -0.0015343877603170547 -0.0019227098664532367 0.0056655773415085755 0.00092138742267512414 0.0072905210609275723 0.0095544473441674209 0.00300022140863771 -0.0066492334429136884 -0.00012713701975175377
leaf_weight=964.69048345088959 221.35104155540466 68.967989444732666 790.01898992061615 123.09231889247894 185.74823820590973 82.975329518318176 107.12985026836395 123.22451448440552 81.227543115615845 177.73847937583923 6633.8350540399551
leaf_count=321 160 22 456 73 83 30 36 32 32 121 3414
internal_value=0 0.000625971 0.00106025 -0.000360824 0.00264117 0.0022821 0.00155136 0.00608048 -0.00252168 -0.00433975 -0.000246986
internal_weight=0 2704.81 2376.88 1098.86 308.841 1278.02 1071.82 206.2 327.934 246.706 6855.19
internal_count=4780 1206 1031 612 156 419 357 62 175 143 3574
is_linear=0
shrinkage=0.06


Tree=105
num_leaves=12
num_cat=0
split_feature=33 33 135 47 46 84 22 46 101 141 2
split_gain=0.450096 1.5078 1.26847 0.977742 0.938143 2.20074 0.912733 0.902549 0.80645 0.786987 1.07997
threshold=0.00093549740267917525 0.0005375427135732026 0.00057154725072905432 0.0056525857653468856 0.01884530205279589 0.00077738583786413084 0.0013146653072908523 0.0013560238294303419 0.0014881226234138014 0.0018488886416889729 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 8 -1 -7 -4 -2 -11
right_child=9 2 4 -5 -6 7 -8 -9 -10 10 -12
leaf_value=2.7933455632428859e-05 -0.0011620342823574676 -0.0013233155580536591 0.0067360360458556092 0.0034099883481953177 -0.0015133934066805944 0.0043276375004767395 -0.005035497879674793 -0.0070063043934306167 0.014344950596129379 2.6231019612239851e-05 0.0052395772718234392
leaf_weight=2302.164642572403 2377.9414843320847 336.35845506191254 105.72160160541534 294.8081681728363 60.229057431221008 60.568595170974731 135.7164591550827 43.430268883705139 95.392127633094788 3598.6993950605392 148.96957719326019
leaf_count=1203 1210 199 28 124 32 22 97 32 23 1757 53
internal_value=0 0.000549825 0.00251619 0.000887537 0.00532987 0.00668072 -0.000253947 -0.000405454 0.0103451 -0.000308265 0.000233461
internal_weight=0 3434.39 996.508 631.167 365.342 305.113 2437.88 103.999 201.114 6125.61 3747.67
internal_count=4780 1760 460 323 137 105 1300 54 51 3020 1810
is_linear=0
shrinkage=0.06


Tree=106
num_leaves=12
num_cat=0
split_feature=66 35 83 115 60 72 5 122 33 147 50
split_gain=0.387028 0.431685 0.962173 1.32848 1.30039 1.10437 0.741049 0.656439 0.630337 0.610042 0.625013
threshold=0.0060143163427710542 0.016164712607860569 0.0038949446752667431 0.0054799309000372895 0.00062670491752214741 0.0084566329605877417 0.0012745757703669371 0.031632266007363803 0.0011261500185355546 0.0019071503775194289 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 9 4 5 8 -5 -1 -4 -3 -11
right_child=-2 2 3 6 -6 -7 -8 -9 -10 10 -12
leaf_value=-4.1404929660992271e-05 -0.0031384157152146608 -0.0074677077343477134 0.010162626526004272 -0.003897864542897323 -0.0015740581901725512 0.014647036287528429 0.0036448772176683221 -0.0074812248300639714 0.0017820207469704844 -0.0038487887838760588 0.0018471514295142902
leaf_weight=8563.3663140535355 139.39432525634766 45.178055286407471 54.438818335533142 107.51948571205139 62.680968165397644 66.51607871055603 83.157622814178467 42.908437848091125 79.479756712913513 102.9802508354187 212.379718542099
leaf_count=4200 100 30 17 74 34 20 37 35 34 84 115
internal_value=0 4.64383e-05 0.00136683 0.00320516 0.00596877 0.0083276 -0.000608343 -7.84978e-05 0.00518879 -0.000946996 -1.2848e-05
internal_weight=0 9420.61 814.331 453.793 263.116 200.435 190.677 8606.27 133.919 360.538 315.36
internal_count=4780 4680 445 216 105 71 111 4235 51 229 199
is_linear=0
shrinkage=0.06


Tree=107
num_leaves=12
num_cat=0
split_feature=108 101 115 79 117 80 65 80 63 127 47
split_gain=0.395686 0.714887 0.704258 0.562648 0.797761 1.16788 0.932847 0.979951 1.04728 0.854315 0.697054
threshold=0.00093549740267917525 0.028020657598972324 0.0011980500421486797 0.0013146653072908523 0.0019672545604407792 0.00017767510871635753 0.0041444667149335155 0.0046923852059990176 0.0014881226234138014 0.0011261500185355546 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 10 7 -6 -9 -7 -1
right_child=-2 2 -4 -5 6 9 -8 8 -10 -11 -12
leaf_value=0.0026636286687042997 0.00016347049074406494 -0.010995986389076682 0.0011558985553808392 -0.0020463347380557805 -0.00065702719867282084 0.0073523987181079989 0.0052587758543008933 -0.013555013362992438 -0.0011721649513316368 -0.0011109275581966537 -0.0047434020079908145
leaf_weight=86.131364583969116 8106.2102063894272 47.812259316444397 26.788724780082703 569.8368546962738 239.66522550582886 167.17661440372467 62.316381573677063 52.533787488937378 46.221717357635498 57.777146697044373 97.529549479484558
leaf_count=36 3947 39 15 410 103 61 20 36 24 30 59
internal_value=0 -0.000911498 -0.00663232 -0.000602056 0.000414812 0.0022803 -0.00148735 -0.00272957 -0.00775932 0.00517868 -0.00126973
internal_weight=0 1453.79 74.601 1379.19 809.352 408.615 400.737 338.421 98.7555 224.954 183.661
internal_count=4780 833 54 779 369 186 183 163 60 91 95
is_linear=0
shrinkage=0.06


Tree=108
num_leaves=12
num_cat=0
split_feature=61 147 115 78 47 110 140 145 84 45 18
split_gain=0.359971 1.16839 1.02802 1.04131 0.931243 1.44505 1.16872 0.96758 0.832869 1.43489 1.35671
threshold=0.00064626874518580746 0.00068727668258361529 0.00017767510871635753 0.0092791137285530585 0.0005375427135732026 0.0011261500185355546 0.0015833032084628942 0.00066645268816500913 0.0015349716995842757 0.0022975050378590827 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 -1 6 -6 -7 9 -2 -10
right_child=2 -3 -4 -5 5 7 -8 -9 10 -11 -12
leaf_value=-0.0014734088886950048 -0.006074589976606668 -0.00060440369026591929 0.00014349951269926862 -0.0072933439533175879 -0.0027801106180513941 -0.0030164174062020537 0.005703097501997904 0.002464731263720845 -0.0010077937630728103 -0.00075153796026831185 0.0089009767516708294
leaf_weight=240.70888757705688 232.85637319087982 1415.0558363199234 5439.9410146474838 109.44956541061401 66.176540970802307 194.82670795917511 501.68708765506744 286.35867619514465 161.22913086414337 839.76828026771545 71.941731214523315
leaf_count=97 118 774 2954 79 30 63 166 76 63 339 21
internal_value=0 0.000586134 -0.000231268 -0.0016718 0.00189233 0.00266461 0.0047145 0.000245474 -0.00120062 -0.00190712 0.00204942
internal_weight=0 2704.81 6855.19 1415.25 1289.76 1049.05 567.864 481.185 1305.8 1072.62 233.171
internal_count=4780 1206 3574 620 432 335 196 139 541 457 84
is_linear=0
shrinkage=0.06


Tree=109
num_leaves=12
num_cat=0
split_feature=109 78 67 84 108 107 37 78 149 115 30
split_gain=0.404391 0.966029 1.10673 1.51557 0.684942 1.00423 0.559999 0.521043 1.00524 1.14635 1.03498
threshold=0.024810968898236755 0.0042751494329422721 0.0010585968848317864 0.0013986918493174019 0.0044099434744566688 0.013032016810029747 0.0012745757703669371 0.0026833302108570938 0.041476719081401832 0.0010263677686452868 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 6 -4 5 -2 -3 -1 10 -10 -9
right_child=1 2 3 -5 -6 -7 -8 8 9 -11 -12
leaf_value=0.00063299968377450281 -0.0096430219948499679 -0.0028545294436114277 0.010452809999479961 -0.0023543790565797636 -0.0015110060933868734 0.0010901776641390119 0.0049391323454629496 -0.0018484648314179904 -0.0013758244451873385 0.0098741975135968434 0.00013358598274523797
leaf_weight=3960.9239622354507 101.05017113685608 181.57358992099762 84.201284885406494 54.985698223114014 397.42383241653442 45.517593026161194 40.613771557807922 1344.994087100029 58.8208087682724 73.167686581611633 3216.7273464202881
leaf_count=1590 79 107 31 38 194 20 16 710 24 22 1949
internal_value=0 -0.00120652 0.00119813 0.00539334 -0.00280393 -0.00630976 -0.00142992 0.000126215 -0.00030145 0.00486061 -0.000450809
internal_weight=0 905.366 361.374 139.187 543.992 146.568 222.187 8654.63 4693.71 131.988 4561.72
internal_count=4780 485 192 69 293 99 123 4295 2705 46 2659
is_linear=0
shrinkage=0.06


Tree=110
num_leaves=12
num_cat=0
split_feature=141 54 104 19 60 44 83 9 60 53 102
split_gain=0.356926 0.917871 1.18464 0.947233 0.961213 0.884046 0.819808 0.766366 0.703277 0.840108 0.767041
threshold=0.0013986918493174019 0.00087947337306104611 0.0056525857653468856 0.0013986918493174019 0.0054799309000372895 0.0051502294372767219 0.076978169381618514 0.0015349716995842757 0.00085274505545385193 0.0056525857653468856 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -3 6 8 -1 9 -5 -11
right_child=-2 3 -4 5 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.0005594726896565107 0.00026873962979332908 0.000548813265924163 0.0072203771302258093 -0.0028705309092263067 -0.00765642181545023 -0.0040813062397507946 0.0057222179107126667 0.0041645614446169793 -0.0035948484718420271 0.0069315625226950344 -0.00028373335639429937
leaf_weight=634.6621960401535 6218.5757223367691 1089.4735397100449 102.40832209587097 177.19159948825836 53.942036151885986 533.687171459198 61.794550538063049 153.53386092185974 315.72455596923828 90.148768424987793 128.85750913619995
leaf_count=319 3065 505 39 100 44 312 23 67 213 29 64
internal_value=0 -0.000500139 0.0011495 -0.0010996 0.000161721 -0.00220272 -0.000906925 0.000360729 -0.00148233 0.000201103 0.00268627
internal_weight=0 3341.42 890.604 2450.82 1143.42 1307.4 773.717 788.196 711.922 396.198 219.006
internal_count=4780 1715 425 1290 549 741 429 386 406 193 93
is_linear=0
shrinkage=0.06


Tree=111
num_leaves=12
num_cat=0
split_feature=58 65 28 44 150 24 95 46 140 26 125
split_gain=0.407627 0.780535 0.763438 0.740705 0.693496 1.18836 0.664465 0.602769 0.569874 0.479877 0.462884
threshold=0.044033329933881767 0.0014881226234138014 0.0015833032084628942 0.00244467705488205 0.00899649551138282 0.0049928687512874612 0.0031340263085439806 0.00046126570669002836 0.0045489775948226461 0.012636432424187662 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 5 -2 7 -5 -4 -1 -11
right_child=1 -3 8 6 -6 -7 -8 -9 -10 10 -12
leaf_value=0.0001476574816421384 -0.010070638446469334 -0.0080282967094117436 -0.0027445239069699137 0.0022959169531784128 -0.012779250428970407 0.0032465538952252651 0.0048344266364522956 -0.0059137255646359082 0.0053303767780418492 -0.0012103746008489092 -0.0091972366339473869
leaf_weight=8895.2606807947159 46.404010653495789 60.411350727081299 45.699886322021484 54.960649371147156 37.30049204826355 50.239121198654175 66.51607871055603 77.731970310211182 101.00007343292236 87.175026655197144 37.30049204826355
leaf_count=4481 31 39 27 14 27 17 20 36 31 30 27
internal_value=0 -0.00160084 -0.000791651 -0.00237975 -0.00582996 -0.00314781 -5.99038e-05 -0.00251333 0.00281489 9.58871e-05 -0.00360373
internal_weight=0 540.264 479.852 333.152 133.944 96.6431 199.209 132.693 146.7 9019.74 124.476
internal_count=4780 242 203 145 75 48 70 50 58 4538 57
is_linear=0
shrinkage=0.06


Tree=112
num_leaves=12
num_cat=0
split_feature=95 7 33 135 68 10 33 84 101 67 141
split_gain=0.380479 0.731971 0.405007 0.894451 1.2614 0.804107 1.41028 1.27229 0.799726 0.752447 0.747106
threshold=0.034632634371519096 0.0020292587578296666 0.00093549740267917525 0.00050559637020342063 0.0031340263085439806 0.037906534969806678 0.0005375427135732026 0.00077738583786413084 0.05109804309904576 0.000490355829242617 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 -5 6 -6 -8 -1 -10 -4
right_child=1 -3 10 4 5 -7 7 -9 9 -11 -12
leaf_value=0.00023628191731379098 -0.0029920128789386368 0.0040659437421918894 -0.0010797564397290594 0.0047157381660753589 -0.0033320431987422607 -0.0055681122705188235 0.0093502383389077112 -0.00072128435827950447 -0.010882796559251347 0.0017992812895739503 0.00031199595896667942
leaf_weight=2423.8737616539001 324.43843913078308 63.202799201011658 2249.6058062314987 403.84304928779602 136.57782793045044 76.688308238983154 98.548162698745728 83.339916110038757 45.360348582267761 26.788724780082703 3627.7326884269714
leaf_count=1292 179 31 1143 141 84 42 29 44 37 15 1743
internal_value=0 -0.00184125 7.78148e-05 0.000610295 0.00235753 -5.25246e-05 0.00127566 0.00473553 5.09893e-05 -0.00617398 -0.00022071
internal_weight=0 387.641 9172.36 3295.02 798.997 395.154 318.466 181.888 2496.02 72.1491 5877.34
internal_count=4780 210 4570 1684 340 199 157 73 1344 52 2886
is_linear=0
shrinkage=0.06


Tree=113
num_leaves=12
num_cat=0
split_feature=53 98 1 101 92 125 27 86 140 11 100
split_gain=0.372422 0.87889 0.757244 0.590079 0.624601 0.463374 0.752549 0.843662 0.801749 0.669974 0.663939
threshold=0.059226244688034065 0.049604203552007682 0.016164712607860569 0.0011261500185355546 0.00068727668258361529 0.020035739988088611 0.0053125319536775359 0.00017767510871635753 0.0068083447404205808 0.0062037324532866487 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 -1 9 -8 10 -7 -9
right_child=1 -3 -4 4 -6 6 7 8 -10 -11 -12
leaf_value=0.00021906764617323898 -0.0034907656641446037 0.0064948196249856732 -0.0094380585155260845 0.0057383462195352798 -0.0027212353315765499 -0.0020276608788043554 -0.0035354668702389444 0.0050393120579220732 0.0078395304820624637 -0.0092642369648822855 -0.0024776193506710433
leaf_weight=8271.8964742422104 215.71804690361023 42.361557960510254 50.786001086235046 65.472416639328003 60.411350727081299 436.47211086750031 111.6941339969635 70.036700367927551 76.845552682876587 51.490125417709351 106.81536138057709
leaf_count=4089 128 14 38 26 39 219 50 40 25 42 70
internal_value=0 -0.00171571 -0.0026021 -0.0015858 0.00167861 8.17404e-05 -0.00124943 0.000809627 0.00272262 -0.00279127 0.000499225
internal_weight=0 434.749 392.388 341.602 125.884 9125.25 853.354 365.392 253.698 487.962 176.852
internal_count=4780 245 231 193 65 4535 446 185 135 261 110
is_linear=0
shrinkage=0.06


Tree=114
num_leaves=12
num_cat=0
split_feature=58 82 10 0 106 107 122 92 92 135 58
split_gain=0.365829 0.586305 0.810791 0.634676 0.571659 0.621504 0.720797 0.620656 0.49559 0.601325 0.492236
threshold=0.044033329933881767 0.024066280573606495 0.0066005610860884198 0.0034400182776153092 0.0019071503775194289 0.0058306583669036635 0.00099512818269431613 0.011169348377734424 0.0014427106943912806 0.00064626874518580746 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 -4 7 8 -7 -2 -6 -10 -1
right_child=4 2 3 -5 5 6 -8 -9 9 -11 -12
leaf_value=-0.00013685786158059649 -0.0075013475827551447 -0.0070863973621700764 -0.0041237578021542246 0.0048316661893143776 0.0046286815160976741 -0.0052656893155391526 0.0026003832572775629 0.0012003915666988268 0.0026286581973592512 -0.0071328260059087484 0.00083066582247515641
leaf_weight=6055.3525114059448 96.30359411239624 96.485887408256531 56.551191329956055 57.412560105323792 111.85137844085693 133.76133060455322 61.090426206588745 42.543851256370544 56.890729069709778 37.822323083877563 2753.9340492486954
leaf_count=3271 58 65 29 16 33 68 19 21 19 24 1157
internal_value=0 9.08379e-05 -0.00303893 0.000387798 -0.00151654 -0.000368686 -0.0027995 -0.00483507 0.00192429 -0.00126945 0.000165607
internal_weight=0 9019.74 210.45 113.964 540.264 401.416 194.852 138.847 206.564 94.7131 8809.29
internal_count=4780 4538 110 45 242 163 87 79 76 43 4428
is_linear=0
shrinkage=0.06


Tree=115
num_leaves=12
num_cat=0
split_feature=33 33 4 103 122 23 87 113 38 108 115
split_gain=0.341101 1.1963 1.53469 1.32349 0.806968 1.09099 0.727926 0.788172 0.724797 0.913453 0.780927
threshold=0.00093549740267917525 0.0005375427135732026 0.00017767510871635753 0.0012357163941487672 0.00066645268816500913 0.059226244688034065 0.00038414125447161501 0.0034400182776153092 0.0015833032084628942 0.0038949446752667431 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 6 5 -1 7 -4 9 -2 -10
right_child=8 2 3 -5 -6 -7 -8 -9 10 -11 -12
leaf_value=0.0004247005168277526 -0.0014936072047451016 0.0055832339225679768 -0.0050347215945005918 0.0085262052304678568 -0.0037563657606595408 -0.0053600739144802866 0.0013668928872774707 0.0027312545499837419 7.5039346644903792e-05 0.00012079738888406597 0.0038300513204063682
leaf_weight=2099.5675181150436 2137.8045254945755 329.10986959934235 171.94824028015137 67.742034077644348 213.99530935287476 124.31827425956726 362.93983769416809 64.768292307853699 613.61361265182495 3078.8372703790665 295.35504806041718
leaf_count=1072 1158 128 106 21 154 74 183 22 271 1446 145
internal_value=0 0.000478645 0.00223015 0.000576671 -0.000237301 0.000101324 -0.000321372 -0.00290986 -0.000268358 -0.000540793 0.00129517
internal_weight=0 3434.39 996.508 667.398 2437.88 2223.89 599.656 236.717 6125.61 5216.64 908.969
internal_count=4780 1760 460 332 1300 1146 311 128 3020 2604 416
is_linear=0
shrinkage=0.06


Tree=116
num_leaves=12
num_cat=0
split_feature=125 148 71 100 91 142 104 11 5 71 70
split_gain=0.341246 0.751145 0.684998 0.620264 0.644687 0.898455 0.937451 0.740092 0.554353 0.657934 0.526932
threshold=0.020035739988088611 0.0045489775948226461 0.00062670491752214741 0.0068083447404205808 0.0031340263085439806 0.0062037324532866487 0.0070226341485977182 0.0026012937305495147 0.0022975050378590827 0.030689206905663017 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 -7 9 10 -4
right_child=1 3 8 -5 -6 7 -8 -9 -10 -11 -12
leaf_value=0.00011341077563070918 0.0028765013619720448 -0.0025868352329447512 -0.0065806028705349918 -0.0046988498279649186 -0.0038532012443739179 0.01091109066174995 0.0077392445353200645 0.0023366055720822334 -0.0085170766177135593 0.0030618845851115564 -0.00018978731758834082
leaf_weight=8690.1865967512131 59.524933099746704 143.41172909736633 132.19583749771118 70.740824699401855 69.697162628173828 62.838212609291077 40.613771557807922 85.609533548355103 78.618387937545776 54.960649371147156 71.602193474769592
leaf_count=4324 28 93 77 44 50 17 16 39 47 14 31
internal_value=0 -0.00113307 -0.00305771 0.000482223 0.00139356 0.00249345 -0.000307906 0.0059662 -0.0041047 -0.0027641 -0.00433526
internal_weight=0 869.813 396.902 472.911 402.17 332.473 184.026 148.448 337.377 258.759 203.798
internal_count=4780 456 197 259 215 165 109 56 169 122 108
is_linear=0
shrinkage=0.06


Tree=117
num_leaves=12
num_cat=0
split_feature=97 63 52 54 116 93 113 110 37 29 116
split_gain=0.346532 0.358146 0.674321 1.39526 0.948817 0.8085 0.662551 0.932742 1.0297 0.942115 0.884341
threshold=0.091400381177663817 0.00017767510871635753 0.028884131461381916 0.00087947337306104611 0.0010585968848317864 0.000490355829242617 0.00093549740267917525 0.024066280573606495 0.00087947337306104611 0.0036604277556762104 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -5 7 8 -3 -10 -11
right_child=-2 2 3 5 -6 -7 -8 -9 9 10 -12
leaf_value=0.00073838986854494017 -0.0041939914913230536 -0.00015905611696729544 0.0066250711327944913 -0.00083485052206356354 -0.0033224465609979605 -0.0088178284864419941 0.00037721274135336095 0.0037619536503000687 -0.00084689235589181886 -0.010092638280496736 -0.0033827315264029446
leaf_weight=2026.9035650491714 70.401286959648132 1417.8723336458206 71.941731214523315 70.740824699401855 66.358834266662598 128.88255798816681 4712.3274555206299 148.44774615764618 432.68709802627563 90.538403868675232 322.8979948759079
leaf_count=862 54 790 21 44 37 88 2268 56 281 67 212
internal_value=0 3.11143e-05 -0.000160985 -0.00277985 0.00185209 -0.00598889 -3.67739e-05 -0.000845431 -0.00114753 -0.00280395 -0.00485213
internal_weight=0 9489.6 7462.69 337.924 138.301 199.623 7124.77 2412.44 2264 846.123 413.436
internal_count=4780 4726 3864 190 58 132 3674 1406 1350 560 279
is_linear=0
shrinkage=0.06


Tree=118
num_leaves=12
num_cat=0
split_feature=66 27 59 95 147 5 108 101 51 87 40
split_gain=0.342681 0.452064 0.371992 0.357647 0.641914 0.597954 0.561407 0.490228 0.921266 1.65357 1.00276
threshold=0.0060143163427710542 0.0011980500421486797 0.0012357163941487672 0.034632634371519096 0.0019071503775194289 0.0019672545604407792 0.007706565549597145 0.018276390619575981 0.00080172589514404546 0.00017767510871635753 0.018276390619575981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 5 -5 -6 -1 9 -9 -10
right_child=1 2 -4 4 6 -7 -8 8 10 -11 -12
leaf_value=0.00024111341258783572 -0.0092286393357203823 0.0030119544213357747 -0.0041271050210580328 -0.0023161404922448464 -0.0027410694706121153 -0.010297919085026632 0.0046564210675507584 -0.0055248075572328793 -0.0046622669114287354 0.006668310825578126 0.0015365451579313124
leaf_weight=8404.1994584798813 31.874839544296265 45.699886322021484 61.819599390029907 192.58213937282562 67.245251893997192 40.978358149528503 81.931667447090149 62.863261461257935 329.02777171134949 110.28588533401489 131.49171316623688
leaf_count=4101 26 27 47 92 48 30 36 41 217 42 73
internal_value=0 -0.00295314 -0.00109273 4.36969e-05 -0.00175278 -0.00371655 0.00132182 0.000119774 -0.00148952 0.0022415 -0.00289233
internal_weight=0 139.394 107.519 9420.61 382.737 233.56 149.177 9037.87 633.669 173.149 460.519
internal_count=4780 100 74 4680 206 122 84 4474 373 83 290
is_linear=0
shrinkage=0.06


Tree=119
num_leaves=12
num_cat=0
split_feature=107 137 29 50 131 53 98 114 109 91 21
split_gain=0.3308 0.48965 0.452143 0.997185 0.900839 0.8439 0.710726 0.587589 0.460648 0.642344 1.04426
threshold=0.048151826485991485 0.0010263677686452868 0.04673989117145539 0.05109804309904576 0.0011261500185355546 0.013032016810029747 0.0019672545604407792 0.00017767510871635753 0.024810968898236755 0.00075379351619631063 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 5 6 -4 -7 -1 -10 -11
right_child=1 -3 3 -5 -6 7 -8 -9 9 10 -12
leaf_value=8.755886355651436e-05 -0.0036638600829429096 0.0019868945973486388 0.0015171368268341668 0.0061895924461047537 -0.0046053416096901081 0.0012627767469025916 -0.0086252660026177857 0.0078834035266099525 -0.004594915675068866 0.0053541988287492378 -0.0016479637976240386
leaf_weight=8023.5424144268036 194.85175681114197 77.027845978736877 63.724630236625671 136.00589919090271 102.61566424369812 107.31214356422424 40.796064853668213 87.696857690811157 180.3476345539093 92.261141419410706 453.81777930259705
leaf_count=4044 87 32 28 39 70 43 23 27 106 41 240
internal_value=0 -0.00206291 6.0385e-05 0.0017484 0.000246386 0.00190854 -0.0024416 0.00424012 -4.34334e-05 -0.00149027 -0.000464934
internal_weight=0 271.88 9288.12 538.151 402.145 299.53 104.521 195.009 8749.97 726.427 546.079
internal_count=4780 119 4661 230 191 121 51 70 4431 387 281
is_linear=0
shrinkage=0.06


Tree=120
num_leaves=12
num_cat=0
split_feature=107 77 26 98 20 73 103 125 141 12 58
split_gain=0.332765 0.705743 0.541744 0.594574 0.523066 0.577514 0.502153 0.472396 0.663434 0.468266 0.461774
threshold=0.0005893622583243997 0.00044738779251929378 0.012636432424187662 0.034632634371519096 0.00038414125447161501 0.00073092587990686308 0.099559046328067793 0.04273676127195359 0.016668972559273246 0.002945306478068233 0.044033329933881767
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -3 10 8 9 -6 -2
right_child=2 4 3 -5 7 -7 -8 -9 -10 -11 -12
leaf_value=0.0016588590452519963 0.000266410469302956 -0.0062031990641564115 -0.0078059050940581702 0.0005812678512180083 -0.0045849604314831521 -0.0017209298725536215 0.0045036802513892795 0.0041018493952895271 0.0038805155632706317 -0.00032286655546580171 -0.0016690707266280717
leaf_weight=307.5895528793335 7509.9172133207321 144.11585342884064 64.089216828346252 57.934391140937805 157.07953143119812 367.03238809108734 96.618083000183105 75.280059576034546 81.931667447090149 226.77669405937195 471.63518106937408
leaf_count=131 3673 97 42 13 111 248 24 34 36 161 210
internal_value=0 -0.00086929 0.000144151 -0.00382384 -0.00160833 -0.00298468 0.000204089 -0.00030809 -0.00102082 -0.00206698 0.000152042
internal_weight=0 1359.81 8200.19 122.024 1052.22 511.148 8078.17 541.068 465.788 383.856 7981.55
internal_count=4780 818 3962 55 687 345 3907 342 308 272 3883
is_linear=0
shrinkage=0.06


Tree=121
num_leaves=12
num_cat=0
split_feature=84 90 79 121 1 141 138 125 45 44 47
split_gain=0.334229 0.761638 0.682677 0.983915 0.825399 1.19423 0.809763 0.928975 0.913277 0.898301 0.806693
threshold=0.0012357163941487672 0.0003614811430452392 0.0026012937305495147 0.02129978779703379 0.091400381177663817 0.007706565549597145 0.00017767510871635753 0.0056525857653468856 0.021960759535431865 0.04673989117145539 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -6 7 9 -8 -4 -9
right_child=-2 -3 3 -5 5 -7 8 10 -10 -11 -12
leaf_value=0.00051782103071417167 0.00066334736491202877 -0.0022024802180498934 -0.0061491443006152363 0.0040729597660299505 -0.0094858313421331206 0.001663407200983214 -0.0008041710220576412 -0.0053851797468287537 0.0062065016527876543 0.0025619144284498466 0.0019438970811906557
leaf_weight=4663.6106810569763 2126.2490961551666 620.34036707878113 318.69829773902893 131.98849534988403 72.670904397964478 65.994247674942017 1184.3869826793671 77.574725866317749 70.898069143295288 49.195459127426147 178.39250600337982
leaf_count=2033 1152 345 212 46 49 23 740 53 27 23 77
internal_value=0 -0.000189735 -6.48049e-06 -0.000934548 0.000382183 -0.00417963 -0.00128627 -0.00305303 -0.000408211 -0.00498428 -0.00027729
internal_weight=0 7433.75 6813.41 2011.13 4802.28 138.665 1879.15 623.861 1255.29 367.894 255.967
internal_count=4780 3628 3283 1178 2105 72 1132 365 767 235 130
is_linear=0
shrinkage=0.06


Tree=122
num_leaves=12
num_cat=0
split_feature=18 81 148 17 80 110 108 38 61 128 133
split_gain=0.317455 0.821078 0.729869 0.598649 0.714097 0.959849 0.592226 0.912816 1.22697 1.05724 0.896335
threshold=0.0037758676335215573 0.027182282879948619 0.032603342086076743 0.0070226341485977182 0.0072436286136507997 0.0016846025246195497 0.0034400182776153092 0.0017376682371832433 0.00064626874518580746 0.00017767510871635753 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -6 7 8 10 -9 -1
right_child=1 -3 -4 -5 5 -7 -8 9 -10 -11 -12
leaf_value=-0.00056045000544477949 -0.0019595147884527847 0.0049787348623007485 0.003089607180407873 -0.0046609061432336995 0.0060555979741666235 -0.0043672355357545108 0.00057614808065369364 -0.0048571604801934702 -0.0017584611876899276 0.0036978277593983254 0.0026192260336228984
leaf_weight=879.23124301433563 636.30283570289612 79.479756712913513 119.936283826828 215.92538905143738 98.730455994606018 46.925841689109802 4703.7777681350708 61.97684383392334 1893.4929183721542 323.18743491172791 501.03306102752686
leaf_count=426 382 34 67 159 36 28 2124 30 1130 154 210
internal_value=0 -0.000913766 -0.00133274 -0.00186426 -0.00109201 0.00269769 0.000130825 -0.000441666 -0.000766728 0.00232124 0.000593766
internal_weight=0 1197.3 1117.82 997.885 781.959 145.656 8362.7 3658.92 3273.76 385.164 1380.26
internal_count=4780 706 672 605 446 64 4074 1950 1766 184 636
is_linear=0
shrinkage=0.06


Tree=123
num_leaves=12
num_cat=0
split_feature=19 88 81 63 29 44 143 63 12 110 1
split_gain=0.311753 0.941615 0.495023 0.36501 0.424621 0.417527 0.729976 0.808801 0.753992 1.4211 1.26149
threshold=0.086341444402933135 0.0095705352723598498 0.011880517937242987 0.022641776129603389 0.0036604277556762104 0.013439828064292671 0.010180860292166473 0.0095705352723598498 0.0012357163941487672 0.0014881226234138014 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 7 -7 -8 -10 -11
right_child=1 -3 -4 4 -6 6 8 -9 9 10 -12
leaf_value=-9.3906755700316673e-05 -0.0080037179235430429 0.0069840111930325284 -0.0011367090777052024 0.00023379006318308476 -0.0065419840206207367 0.0020676373687093489 -0.0033670774555587947 -0.0053153969381226828 -0.006033316289180541 0.00054033838815359891 0.012734098519104307
leaf_weight=7611.7717041969299 72.331366658210754 31.510252952575684 79.14021897315979 68.28891396522522 64.975634455680847 1145.4027045965195 242.50677168369293 56.029360294342041 58.845857620239258 79.662050008773804 49.534996867179871
leaf_count=3852 59 12 44 42 53 441 143 32 48 41 13
internal_value=0 -0.00245276 -0.00441587 4.78629e-05 -0.00306987 9.28103e-05 0.000963683 0.00172333 -0.00115607 0.00169532 0.00521551
internal_weight=0 182.982 151.472 9377.02 133.265 9243.75 1631.98 1201.43 430.55 188.043 129.197
internal_count=4780 115 103 4665 95 4570 718 473 245 102 54
is_linear=0
shrinkage=0.06


Tree=124
num_leaves=12
num_cat=0
split_feature=137 105 48 84 61 86 44 112 29 124 18
split_gain=0.317185 0.902616 0.708941 0.497277 1.01653 1.07371 1.87012 0.850125 0.746382 0.60229 0.589271
threshold=0.0014881226234138014 0.0013146653072908523 0.0011261500185355546 0.0016846025246195497 0.0042751494329422721 0.00040826165059115743 0.00044738779251929378 0.0033348383149132137 0.010180860292166473 0.00017767510871635753 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 10 5 8 -7 -8 -5 -10 -1
right_child=1 2 -4 4 -6 6 7 -9 9 -11 -12
leaf_value=0.00013336719143702968 -0.0034927822982425967 -0.00023166220795195418 0.0085964236211164922 -0.0012030065822469615 -0.00045629658988022374 0.015205417052285695 0.0010878035463533181 0.011324619025116056 0.0090155050914064016 0.00081439502115810997 -0.0016409594142401793
leaf_weight=6290.2099159955978 346.71297788619995 915.6954151391983 33.962163686752319 224.45697891712189 616.66250097751617 60.568595170974731 150.58516800403595 36.231781125068665 58.638515472412109 71.602193474769592 754.67362642288208
leaf_count=2959 228 490 14 118 342 22 92 9 17 31 458
internal_value=0 -0.000872568 8.40525e-05 0.000136886 0.00125592 0.00300961 0.00604356 0.00307316 0.000893564 0.0045068 -5.67051e-05
internal_weight=0 1296.37 949.658 8263.63 1218.75 602.083 247.386 186.817 354.698 130.241 7044.88
internal_count=4780 732 504 4048 631 289 123 101 166 48 3417
is_linear=0
shrinkage=0.06


Tree=125
num_leaves=12
num_cat=0
split_feature=17 25 104 148 4 29 107 107 105 135 102
split_gain=0.302883 0.876387 0.899433 0.735613 0.621184 0.672488 0.638874 0.810838 0.619342 1.20033 0.940502
threshold=0.0012357163941487672 0.00052132029668428015 0.00046126570669002836 0.0005893622583243997 0.00060774214216507982 0.013439828064292671 0.0021592099219560628 0.0051502294372767219 0.0011261500185355546 0.00017767510871635753 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -5 -8 9 10 -3
right_child=1 8 3 4 5 -7 7 -9 -10 -11 -12
leaf_value=0.00025247235461230648 0.003082896797770766 0.007155093570991586 -0.0095651310273843319 -0.0036901111421116317 -0.0053831625366912361 -0.0010295966308859646 0.0053790459981994717 -0.0020722645466274615 0.00064172643226072365 -0.0053792337905087311 -0.0011472355388960627
leaf_weight=6132.6586512327194 113.96375143527985 63.724630236625671 51.12553882598877 115.55429339408875 287.16299593448639 230.06492471694946 111.32954740524292 99.616873621940613 1944.8828483819962 195.58092999458313 214.33484709262848
leaf_count=2899 45 28 28 60 176 126 36 47 1076 115 144
internal_value=0 -0.000451757 -0.00193731 -0.00257666 -0.0021532 -0.00344668 -0.000104116 0.00186026 0.0001679 -0.00177775 0.000755461
internal_weight=0 3427.34 1008.82 894.854 843.729 517.228 326.501 210.946 2418.52 473.64 278.059
internal_count=4780 1881 518 473 445 302 143 83 1363 287 172
is_linear=0
shrinkage=0.06


Tree=126
num_leaves=12
num_cat=0
split_feature=25 50 94 36 102 28 103 14 107 76 115
split_gain=0.319906 0.718932 0.717263 0.578065 1.08181 0.800209 0.525084 1.1135 0.921017 1.0198 0.740934
threshold=0.0051502294372767219 0.12767273932695392 0.012252715881913902 0.00096484774257987748 0.0066005610860884198 0.00747153488919139 0.099559046328067793 0.007706565549597145 0.0005893622583243997 0.0005375427135732026 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 5 -5 -4 7 -1 -9 10 -10
right_child=1 -3 3 4 -6 -7 -8 8 9 -11 -12
leaf_value=0.00014428708005387853 -0.00045050248487853314 -0.0076438972438972151 -0.0045027505805183572 -0.0015449589933061976 0.0059179115076837133 0.0020552163541741951 0.0048710546469564273 -0.0029482892856705443 0.012213259793713915 -0.0021101991906032889 0.0046788079151562972
leaf_weight=5926.698149561882 2307.9479303359985 51.12553882598877 314.81308948993683 315.85675156116486 89.80923068523407 85.087702512741089 93.644341230392456 65.497465491294861 62.838212609291077 60.411350727081299 186.27006924152374
leaf_count=2731 1379 28 178 172 39 42 25 50 17 39 80
internal_value=0 -0.000606397 0.00019866 -0.00148858 0.000107225 -0.0031074 0.000411187 0.000344913 0.00351556 0.00488338 0.00657939
internal_weight=0 2359.07 7200.93 805.567 405.666 399.901 6395.36 6301.72 375.017 309.52 249.108
internal_count=4780 1407 3373 431 211 220 2942 2917 186 136 97
is_linear=0
shrinkage=0.06


Tree=127
num_leaves=12
num_cat=0
split_feature=115 55 69 72 141 35 142 147 118 47 12
split_gain=0.309133 0.732899 0.610485 0.715683 0.78451 0.530253 0.704536 0.883496 0.781085 0.731128 0.680581
threshold=0.019431582652032379 0.00044738779251929378 0.00747153488919139 0.001792412775103003 0.0016331639490090313 0.016164712607860569 0.0011980500421486797 0.0013146653072908523 0.0014427106943912806 0.0023699469165876512 0.024810968898236755
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 10 -7 -8 -9 -10 -1
right_child=1 2 -4 -5 -6 6 7 8 9 -11 -12
leaf_value=-8.5268299454331446e-05 -0.0025334067477720832 0.010102983070523255 0.0088502506816712373 -0.0010230108626753435 -0.0014710337124505199 -0.00093550295102667414 0.0078465122040783722 -0.0021565354361908263 0.0075882999646408348 3.1984292867542044e-05 0.0045395427290667997
leaf_weight=7794.4529565572739 529.01574099063873 48.491334795951843 30.98842191696167 362.7004953622818 37.30049204826355 224.11744117736816 110.1035920381546 121.5268257856369 98.026331663131714 87.017782211303711 116.25841772556305
leaf_count=3679 363 19 15 289 27 128 35 82 32 47 64
internal_value=0 -0.000993525 0.000705441 0.000142679 0.00507084 0.000117168 0.00177722 0.00323631 0.00158058 0.00403491 -1.73006e-05
internal_weight=0 1008.5 479.481 448.492 85.7918 8551.5 640.792 416.675 306.571 185.044 7910.71
internal_count=4780 713 350 335 46 4067 324 196 161 79 3743
is_linear=0
shrinkage=0.06


Tree=128
num_leaves=12
num_cat=0
split_feature=125 141 50 24 8 75 4 25 46 5 58
split_gain=0.308479 0.770353 0.707407 0.776116 1.17865 0.611093 0.588527 0.510233 0.850254 0.882476 1.0879
threshold=0.020035739988088611 0.0066005610860884198 0.018276390619575981 0.00087947337306104611 0.0066005610860884198 0.0023699469165876512 0.002945306478068233 0.00052132029668428015 0.0053125319536775359 0.00017767510871635753 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 -5 -2 -3 8 -1 -10 -11
right_child=1 6 -4 4 -6 -7 -8 -9 9 10 -12
leaf_value=0.0001718020304740894 -0.0027014712968863597 -0.0057233965756053233 0.0048194832979393185 -0.0055096932897786364 0.0013333511791563193 0.0052250700528376484 0.00073008149317027083 0.00046119060862348727 -0.0037893218462311876 0.0037497193004585672 -0.0020700987245871254
leaf_weight=2207.0188086032867 51.647369861602783 178.93938589096069 95.052589893341064 195.4236855506897 168.94944965839386 108.72039222717285 71.080362439155579 5462.976726770401 481.49292171001434 168.06303203105927 370.63510763645172
leaf_count=913 25 98 33 132 83 51 34 2894 266 72 179
internal_value=0 -0.0010773 5.67875e-05 -0.000805937 -0.00233677 0.00267228 -0.00388868 0.000107829 -0.000490338 -0.00192277 -0.000254432
internal_weight=0 869.813 619.793 524.741 364.373 160.368 250.02 8690.19 3227.21 1020.19 538.698
internal_count=4780 456 324 291 215 76 132 4324 1430 517 251
is_linear=0
shrinkage=0.06


Tree=129
num_leaves=12
num_cat=0
split_feature=63 116 93 44 17 119 81 146 116 54 22
split_gain=0.305488 0.628476 0.657813 0.989812 0.639058 0.687804 0.767785 0.545088 0.929746 0.69928 0.728229
threshold=0.00017767510871635753 0.0038949446752667431 0.0011261500185355546 0.00017767510871635753 0.0058306583669036635 0.00042089859198313212 0.00017767510871635753 0.0028552538715302949 0.00046126570669002836 0.00073092587990686308 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -7 -2 9 10 -9
right_child=7 2 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=0.00091638363531040205 -0.00098729162113309391 0.0076371436414274258 0.0079329478883030484 -0.0019086914868203817 -0.0053133486986034987 0.00078010735341657968 -0.0067291196734974882 -0.0019204162133446548 0.00040156504602220574 -0.0047252732899515579 0.005377324437788749
leaf_weight=1521.4634647369385 2137.7794766426086 59.524933099746704 80.34112548828125 113.9888002872467 71.262655735015869 101.18236672878265 95.077638745307922 218.48444652557373 4865.7221695184708 231.6304178237915 63.542336940765381
leaf_count=621 1134 28 21 69 41 38 57 96 2537 117 21
internal_value=0 0.000650622 0.00344438 0.00136606 0.000254192 0.00048517 -0.00285772 -0.000176811 0.000145276 -0.00228248 -0.000276191
internal_weight=0 2042.84 253.855 173.514 1788.99 1717.72 196.26 7517.16 5379.38 513.657 282.027
internal_count=4780 875 118 97 757 716 95 3905 2771 234 117
is_linear=0
shrinkage=0.06


Tree=130
num_leaves=12
num_cat=0
split_feature=33 25 103 25 91 45 94 29 144 53 10
split_gain=0.279467 0.833147 1.43576 0.822359 0.648761 0.897493 0.952669 0.632493 0.705591 0.584767 1.17346
threshold=0.00093549740267917525 0.0038949446752667431 0.016164712607860569 0.0020292587578296666 0.0095705352723598498 0.010180860292166473 0.015200819820165636 0.015675474889576439 0.00039601318712811922 0.0028552538715302949 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -3 -9 -2 -11
right_child=9 7 -4 -5 -6 -7 -8 8 -10 10 -12
leaf_value=0.0014056949272317979 -0.001086861020459151 -0.00024440427103214832 0.0097073984070926694 0.0036066121148383336 0.0068284509066843142 -0.002344362752442129 -0.0049767054438725027 -0.0087792936418958009 -0.00084898639293618883 0.0026802650258373364 -0.00024205927669140859
leaf_weight=1144.5663846731186 1993.663623213768 1178.9362813234329 68.785696148872375 335.26469528675079 53.916987299919128 396.58751249313354 90.877941608428955 70.036700367927551 95.417176485061646 574.56533420085907 3557.381499171257
leaf_count=478 1037 715 15 157 20 231 57 40 47 246 1737
internal_value=0 0.000433249 0.00118276 0.000892648 0.000352954 0.000139025 0.000936212 -0.000731944 -0.00420589 -0.000242906 0.000164303
internal_weight=0 3434.39 2090 2021.21 1685.95 1632.03 1235.44 1344.39 165.454 6125.61 4131.95
internal_count=4780 1760 958 943 786 766 535 802 87 3020 1983
is_linear=0
shrinkage=0.06


Tree=131
num_leaves=12
num_cat=0
split_feature=95 75 50 147 29 123 31 79 46 116 58
split_gain=0.29906 0.594291 0.36614 0.86347 0.760056 1.06724 0.966105 1.3588 0.968294 0.657723 0.623226
threshold=0.034632634371519096 0.0084566329605877417 0.076978169381618514 0.0033348383149132137 0.04673989117145539 0.0011615398107096555 0.00070876078098081063 0.0011261500185355546 0.010829726699739696 0.00057154725072905432 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 8 10 -10 -4
right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-6.5244438217370527e-05 -0.002633026459246192 0.0038832962520190498 0.0041603823547536741 -0.003462608526121437 0.0070077330311717305 0.0063327497419169406 0.0047747970236272337 -0.0087048751187496533 -0.00028971199426376762 -0.0080564192985334154 -0.0015449090655721162
leaf_weight=8150.4127948284149 328.11630523204803 59.524933099746704 206.53938174247742 128.33567810058594 90.670599460601807 123.92863881587982 137.23185455799103 69.332576036453247 96.096251964569092 66.358834266662598 103.451984167099
leaf_count=4216 182 28 52 67 26 36 40 36 27 37 33
internal_value=0 -0.0016324 6.89884e-05 0.00113955 0.00180048 0.00121246 0.000277944 -0.000861103 0.000289989 -0.00346222 0.00225638
internal_weight=0 387.641 9172.36 1021.95 893.61 802.94 679.011 541.779 472.446 162.455 309.991
internal_count=4780 210 4570 354 287 261 225 185 149 64 85
is_linear=0
shrinkage=0.06


Tree=132
num_leaves=12
num_cat=0
split_feature=108 117 52 27 51 43 118 54 89 67 124
split_gain=0.289343 0.638515 1.02484 0.993802 0.755321 0.503344 0.484427 0.986349 0.468977 0.521681 0.51815
threshold=0.00093549740267917525 0.0023699469165876512 0.0020292587578296666 0.00043393640953581786 0.00017767510871635753 0.0045489775948226461 0.0038949446752667431 0.0020292587578296666 0.0023699469165876512 0.0014427106943912806 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -3 -1 -6 -8 -2 10 -10
right_child=8 4 3 -5 6 -7 7 -9 9 -11 -12
leaf_value=-0.0010932243540575921 0.00027848358932411094 -0.0069924661306698223 0.0081862047890848 0.00092135965687456848 -0.0021071574150378805 -0.0093254668674184298 0.0069174484942020617 -0.0056190265993771929 -0.0048343011375851872 0.00049228866405159931 -0.00038772224492224135
leaf_weight=387.69133603572845 7420.8190582990646 98.573211550712585 89.444644093513489 279.96450817584991 470.30207896232605 28.718804478645325 64.246461272239685 34.848581314086914 210.3174432516098 303.98683333396912 171.08687150478363
leaf_count=258 3477 53 25 153 274 20 25 25 151 200 119
internal_value=0 -0.000779448 0.000379871 0.00268039 -0.0021433 -0.00166098 -0.00130382 0.00250877 0.000139788 -0.00136188 -0.0028397
internal_weight=0 1453.79 785.819 369.409 667.97 416.41 569.397 99.095 8106.21 685.391 381.404
internal_count=4780 833 456 178 377 278 324 50 3947 470 270
is_linear=0
shrinkage=0.06


Tree=133
num_leaves=12
num_cat=0
split_feature=137 83 140 14 125 137 117 31 93 17 11
split_gain=0.284436 0.85899 0.932141 0.866314 0.711591 0.679918 1.36659 1.66917 0.735732 0.766226 0.724613
threshold=0.0014881226234138014 0.018276390619575981 0.00899649551138282 0.0011980500421486797 0.0036604277556762104 0.0010263677686452868 0.0031340263085439806 0.0032328735105693345 0.0058306583669036635 0.00040826165059115743 0.011880517937242987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 10 -7 8 9 -8 -1
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 -12
leaf_value=0.00023258601021892817 -0.0010884564884569292 -0.0033825290849054885 0.0058882033017814634 -0.006725331841837821 0.0029824139384613795 -0.002271950099381997 0.0094912389541668193 -0.0033746169257121987 0.0093834534307696161 0.00046999944872716716 -0.0013771567832311195
leaf_weight=6521.8653826713562 676.23753178119659 346.68792903423309 160.86454427242279 45.882179617881775 66.698372006416321 171.94824028015137 50.239121198654175 82.478547334671021 142.47521376609802 104.18115735054016 1190.4416129589081
leaf_count=3100 418 204 49 34 27 106 17 57 34 61 673
internal_value=0 -0.000826295 0.000106875 0.00306296 -0.000973976 0.000129626 0.00216519 0.00417628 0.00627395 0.00340497 -1.58876e-05
internal_weight=0 1296.37 949.683 273.445 112.581 8263.63 551.322 379.374 296.895 154.42 7712.31
internal_count=4780 732 528 110 61 4048 275 169 112 78 3773
is_linear=0
shrinkage=0.06


Tree=134
num_leaves=12
num_cat=0
split_feature=53 37 19 43 34 95 54 93 84 93 51
split_gain=0.282929 0.637893 0.864259 0.954734 0.628186 0.430789 0.579927 0.39518 0.360525 0.818846 0.999178
threshold=0.059226244688034065 0.00066645268816500913 0.00017767510871635753 0.0027679565828293566 0.00899649551138282 0.0027679565828293566 0.014293605927377941 0.0028552538715302949 0.0012357163941487672 0.0058306583669036635 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 7 -3 -7 -4 -1 -10 -11
right_child=1 5 4 -5 -6 6 -8 -9 9 10 -12
leaf_value=-0.00013026298041938627 -0.0036731303143535585 0.0047579645122175591 -0.006800493255869712 0.0066269307805410585 -0.0023616925860693236 -0.0065832847079418787 0.0039925976015046131 -0.015794962624401804 -1.9594812984884866e-05 0.0034026784250390258 -0.0047023819436455439
leaf_weight=7098.6432852745056 85.974120140075684 77.731970310211182 45.360348582267761 51.986907601356506 70.036700367927551 39.752402782440186 35.188119053840637 28.718804478645325 1410.9563345909119 554.89995062351227 60.750888466835022
leaf_count=3454 53 36 37 15 40 29 15 20 870 182 29
internal_value=0 -0.00149542 -0.00318626 0.000208171 -0.00643573 0.00162856 -0.00161741 -0.0102874 7.12456e-05 0.000777075 0.00260289
internal_weight=0 434.749 282.077 137.961 144.116 152.672 74.9405 74.0792 9125.25 2026.61 615.651
internal_count=4780 245 165 68 97 80 44 57 4535 1081 211
is_linear=0
shrinkage=0.06


Tree=135
num_leaves=12
num_cat=0
split_feature=37 5 95 140 85 51 11 109 67 73 113
split_gain=0.276563 0.720683 0.865377 0.945077 0.704139 1.2378 0.675078 0.463607 0.817533 0.913415 0.725849
threshold=0.0053125319536775359 0.0066005610860884198 0.0031340263085439806 0.039062514901161201 0.0005375427135732026 0.0015833032084628942 0.0019071503775194289 0.024810968898236755 0.0010585968848317864 0.00060774214216507982 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 -7 -1 -9 -10 -11
right_child=1 -3 -4 -5 -6 6 -8 8 9 10 -12
leaf_value=0.00027037540756352703 -0.0030969984981407887 -0.0046601864258098953 -0.0023361367454048741 0.0073543855006708353 -0.0024136939590962913 0.0078853432892746211 0.00021333157190647951 -0.002200760101469267 0.0064569111464108523 0.0037794883528598118 -0.0060759941040475088
leaf_weight=7544.3761591911316 101.36466002464294 156.37540709972382 420.76708209514618 78.775632381439209 204.18766641616821 117.27703094482422 63.724630236625671 670.05765724182129 94.530758857727051 49.195459127426147 59.367688655853271
leaf_count=3660 45 107 261 30 146 34 28 365 36 23 45
internal_value=0 -0.000875969 -0.000275867 0.00125756 0.000270456 0.00221145 0.00518428 0.000118891 -0.00118999 0.00214478 -0.00160998
internal_weight=0 1142.47 986.097 565.33 486.554 282.366 181.002 8417.53 873.152 203.094 108.563
internal_count=4780 651 544 283 253 107 62 4129 469 104 68
is_linear=0
shrinkage=0.06


Tree=136
num_leaves=12
num_cat=0
split_feature=44 67 87 117 19 22 143 99 15 27 141
split_gain=0.285984 0.94338 0.669457 0.823647 0.821974 0.935991 0.840885 0.791442 0.652176 0.641386 0.964318
threshold=0.013439828064292671 0.0026833302108570938 0.00017767510871635753 0.016668972559273246 0.034632634371519096 0.00043393640953581786 0.010180860292166473 0.004017772153019906 0.0044099434744566688 0.00090704852482303988 0.013439828064292671
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 6 -6 -5 -8 -3 10 -4
right_child=1 8 3 4 5 -7 7 -9 -10 -11 -12
leaf_value=-0.00015862344877150093 -0.0019129364176380928 0.0014160623453393715 0.00019150817531937426 0.0056070031743066275 0.003330657192701157 -0.0076271791149613872 0.0039280697712988149 -0.0056371443702361241 0.0097699346455234187 -0.0017146227739411619 0.0090843676139315994
leaf_weight=7749.4182430505753 382.8946613073349 68.628451704978943 226.70154750347137 305.97396206855774 59.342639803886414 53.237911820411682 72.124024510383606 54.803404927253723 65.994247674942017 466.44191956520081 54.438818335533142
leaf_count=3954 189 32 89 92 21 40 28 31 23 264 17
internal_value=0 0.00067892 0.000290758 0.000943303 0.00271607 -0.00185116 0.00390382 -0.000201899 0.00551127 -0.000350215 0.00191348
internal_weight=0 1810.58 1675.96 1293.06 545.482 112.581 432.901 126.927 134.623 747.582 281.14
internal_count=4780 826 771 582 212 61 151 59 55 370 106
is_linear=0
shrinkage=0.06


Tree=137
num_leaves=12
num_cat=0
split_feature=97 107 146 58 36 61 83 149 40 65 46
split_gain=0.275719 0.28565 0.462904 0.320468 0.943213 1.05169 0.606139 0.602084 0.674978 1.15436 0.612632
threshold=0.091400381177663817 0.048151826485991485 0.0063990866765379914 0.029773407615721229 0.00096484774257987748 0.0016846025246195497 0.014740333426743748 0.041476719081401832 0.0036604277556762104 0.00043393640953581786 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 6 -6 -5 -1 10 -10 -9
right_child=-2 2 -4 4 5 -7 -8 8 9 -11 -12
leaf_value=5.616828813126459e-05 -0.003741012423357384 -0.0030778333933486894 0.003266823024529034 -0.0040745031209516646 -0.0031656889870959521 0.005248422864814902 -0.00017325580383475815 -0.00036375670971796985 -0.0072170953211596429 0.0043432928377278414 0.0045258198984600116
leaf_weight=7827.0681154727936 70.401286959648132 220.93635725975037 50.943245530128479 323.18743491172791 84.044040441513062 147.03949749469757 257.68996942043304 128.83246028423309 66.880665302276611 58.116684436798096 324.86007475852966
leaf_count=4079 54 98 21 154 48 48 104 40 34 20 80
internal_value=0 2.77538e-05 -0.00188901 8.42893e-05 -0.001054 0.00218825 -0.00234382 0.000194243 0.00206177 -0.00184217 0.00313735
internal_weight=0 9489.6 271.88 9217.72 811.961 231.084 580.877 8405.76 578.69 124.997 453.693
internal_count=4780 4726 119 4607 354 96 258 4253 174 54 120
is_linear=0
shrinkage=0.06


Tree=138
num_leaves=12
num_cat=0
split_feature=63 119 24 83 108 113 93 2 77 68 107
split_gain=0.265835 0.530297 0.516231 1.06264 0.814693 0.935945 0.745584 0.841009 0.745278 0.736418 0.820212
threshold=0.00017767510871635753 0.00038414125447161501 0.0022975050378590827 0.045367386192083366 0.079227816313505187 0.00042089859198313212 0.0038949446752667431 0.0016331639490090313 0.00044738779251929378 0.0031340263085439806 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 -4 7 -5 -6 10 -2
right_child=2 -3 4 6 8 -7 -8 -9 -10 -11 -12
leaf_value=0.00098105460252832072 -0.00045742746393869936 -0.001890939558844257 -0.0021661923925036788 -0.004247293564454419 0.011148082048471751 0.00042967321098237907 -0.0091381513134799041 0.0051334906028375421 0.0012686866984967023 -0.0015149437128677498 0.002662441667895624
leaf_weight=1776.7265722751617 971.25304210186005 266.11441254615784 572.57820546627045 171.08687150478363 45.857130765914917 3945.8841062784195 80.366174340248108 43.065682291984558 68.628451704978943 1177.2956416606903 441.14354133605957
leaf_count=747 573 128 354 119 10 1934 45 18 32 652 168
internal_value=0 0.000606929 -0.000164937 -0.000795113 0.000227374 0.000100726 -0.00421018 -0.00236084 0.00522587 -0.000406726 0.000517023
internal_weight=0 2042.84 7517.16 2884.21 4632.95 4518.46 294.519 214.153 114.486 2589.69 1412.4
internal_count=4780 875 3905 1575 2330 2288 182 137 42 1393 741
is_linear=0
shrinkage=0.06


Tree=139
num_leaves=12
num_cat=0
split_feature=115 33 25 83 100 116 124 94 105 116 63
split_gain=0.261335 0.319348 0.642487 1.17276 1.02865 1.17756 1.03365 1.02173 0.959483 0.789294 0.722833
threshold=0.099488973617553725 0.00093549740267917525 0.0038949446752667431 0.045367386192083366 0.0033348383149132137 0.0038949446752667431 0.0033348383149132137 0.0098710241727530974 0.0017376682371832433 0.010829726699739696 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 -6 -4 8 -1 -10 -8
right_child=-2 -3 4 -5 5 -7 10 -9 9 -11 -12
leaf_value=0.0012938233530247699 -0.0026668912767120181 -0.00022184036076738925 -0.0030265361986906289 -0.0023318692885764079 -0.0022897022147871293 0.0089412052888383792 0.0037560115639678352 -0.0025437248465544527 0.0055534176075609171 -0.0016266510673393687 -0.00080181132735282034
leaf_weight=1134.0796662569046 130.47309994697571 6087.0840091705322 546.62580060958862 296.42375898361206 57.073022365570068 81.749374151229858 180.68717229366302 179.643510222435 393.69586861133575 64.089216828346252 408.37533283233643
leaf_count=490 103 2992 302 163 26 29 96 102 143 42 292
internal_value=0 3.69009e-05 0.000508107 0.00116117 -0.000551507 0.00432393 -0.00114746 0.00174565 0.00222972 0.00454822 0.000596241
internal_weight=0 9429.53 3342.44 2067.93 1274.51 138.822 1135.69 1771.51 1591.86 457.785 589.063
internal_count=4780 4677 1685 940 745 55 690 777 675 185 388
is_linear=0
shrinkage=0.06


Tree=140
num_leaves=12
num_cat=0
split_feature=66 31 108 117 52 65 11 143 133 100 19
split_gain=0.273424 0.352746 0.292688 0.638204 0.929763 0.78898 0.561308 0.487417 0.593479 0.546337 0.465228
threshold=0.0060143163427710542 0.00082683752407319855 0.00093549740267917525 0.0023699469165876512 0.0020292587578296666 0.0041444667149335155 0.0046923852059990176 0.0038949446752667431 0.00055427959887310873 0.0016331639490090313 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 7 8 -6 -9 -10
right_child=1 -3 -4 5 6 -7 -8 9 10 -11 -12
leaf_value=-0.0015342054206208271 -0.0059593863921522869 0.00010485399688531947 0.00018093856562677776 -0.0030448260706244347 0.010654954871246299 0.0025369795716123828 -0.0026488126066559433 -0.0014305835564295735 -0.00012608132586772302 0.0071549320833365574 0.0077004567402040409
leaf_weight=412.73227441310883 63.045554757118225 76.348770499229431 7983.2751319408417 550.85054659843445 59.160346508026123 109.24222326278687 60.593644022941589 96.12130081653595 63.906923532485962 36.935905456542969 47.787210464477539
leaf_count=275 48 52 3857 326 14 48 46 51 35 13 15
internal_value=0 -0.00263789 3.90322e-05 -0.000749149 0.000415991 -0.00212106 0.00262421 0.00367554 0.00579602 0.000952706 0.00322242
internal_weight=0 139.394 9420.61 1437.33 777.238 660.093 364.505 303.912 170.854 133.057 111.694
internal_count=4780 100 4680 823 449 374 174 128 64 64 50
is_linear=0
shrinkage=0.06


Tree=141
num_leaves=12
num_cat=0
split_feature=5 148 43 122 91 16 44 71 58 98 104
split_gain=0.261947 0.750524 0.304262 0.276812 0.839501 0.875412 0.690909 0.749995 0.63106 0.603603 0.611081
threshold=0.1710825711488724 0.0070226341485977182 0.0056525857653468856 0.0019672545604407792 0.0012745757703669371 0.0005375427135732026 0.001792412775103003 0.045367386192083366 0.0095705352723598498 0.0044099434744566688 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 8 -6 9 -5 -8 -11
right_child=1 -3 -4 4 6 -7 7 -9 -10 10 -12
leaf_value=-7.042354275330378e-05 -0.0027020826207665863 0.0026872805060430198 -0.01025171674653389 -0.0041785104696627634 0.0075920294523454156 0.0064675960854110089 0.0023758746208901809 0.0058277042977420423 0.0010832548425389159 -0.0049895973671043739 0.004189453748262963
leaf_weight=8497.4221640825272 38.344154119491577 55.142942667007446 38.526447415351868 211.88293635845184 83.157622814178467 48.491334795951843 196.10276103019714 115.00741350650787 133.91857504844666 107.51948571205139 34.483994722366333
leaf_count=4225 21 21 28 142 37 19 112 39 51 74 11
internal_value=0 -0.00265417 -0.00648585 3.71645e-05 0.0010196 -0.0010821 0.00256488 0.00164227 -0.00214079 0.000218587 -0.00276057
internal_weight=0 132.014 76.8706 9427.99 930.564 394.293 536.271 453.114 345.802 338.106 142.003
internal_count=4780 70 49 4710 485 212 273 236 193 197 85
is_linear=0
shrinkage=0.06


Tree=142
num_leaves=12
num_cat=0
split_feature=14 85 24 8 104 102 46 33 24 88 101
split_gain=0.249073 0.704266 1.34908 0.86243 1.28488 0.807713 0.782186 1.08421 1.07516 1.02549 0.699336
threshold=0.0034400182776153092 0.0005375427135732026 0.019431582652032379 0.0044099434744566688 0.00017767510871635753 0.00747153488919139 0.023343417793512348 0.0020932231564074759 0.0044099434744566688 0.00064626874518580746 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 9 -9 -6 -3
right_child=1 10 -4 5 6 -7 -8 8 -10 -11 -12
leaf_value=-0.00016392219906487469 -0.003770172387643332 -0.0014924435822658887 -0.0061081054058475526 -0.00067656474937247721 0.0039380426116681633 0.0085435940803207881 0.011024764935924095 0.012954973875903532 0.0030274341436425309 -0.0056642810961522894 0.0015103889670226253
leaf_weight=7431.0914832353592 64.428754568099976 758.76617681980133 71.44494903087616 329.83904278278351 139.16193425655365 38.161860823631287 71.941731214523315 76.663259387016296 80.523418784141541 56.211653590202332 441.76556777954102
leaf_count=3595 32 523 48 156 45 14 21 18 28 39 261
internal_value=0 0.000572181 0.00181316 0.00247358 0.00412494 0.00027957 0.00532322 0.00415979 0.0078693 0.00117532 -0.000387477
internal_weight=0 2128.91 928.377 856.932 488.931 368.001 424.502 352.56 157.187 195.374 1200.53
internal_count=4780 1185 401 353 183 170 151 130 46 84 784
is_linear=0
shrinkage=0.06


Tree=143
num_leaves=12
num_cat=0
split_feature=61 147 148 45 50 143 77 50 29 79 149
split_gain=0.268279 0.873398 0.886174 0.814996 1.2642 0.88997 0.850308 1.20207 0.906313 1.47035 0.970138
threshold=0.00064626874518580746 0.00068727668258361529 0.08153740689158441 0.0014427106943912806 0.12767273932695392 0.0034400182776153092 0.0046923852059990176 0.26590165495872503 0.0017376682371832433 0.002945306478068233 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5 7 -7 9 -8 -10
right_child=3 2 -4 5 -6 6 8 -9 10 -11 -12
leaf_value=0.0016353389254296572 -0.0011494350344877515 -0.00090019063140226352 0.0054588996369337841 -0.0009343631084094378 -0.0095613480650779958 -0.00016025820387283976 0.014853510508248399 0.0079081864527151616 0.0021481052298985013 0.0020299633634810457 -0.0033076897677346622
leaf_weight=1289.7579003572464 1105.9007903337479 1331.1940891742706 83.861747145652771 1966.460214138031 68.28891396522522 2535.5428467988968 49.534996867179871 68.263865113258362 832.69503676891327 91.921603679656982 136.57782793045044
leaf_count=432 652 733 41 960 42 1318 13 18 436 51 84
internal_value=0 0.000506007 -0.000523326 -0.000199653 -0.00163866 9.77715e-05 0.000644179 5.12718e-05 0.00203409 0.00652049 0.00137934
internal_weight=0 2704.81 1415.06 6855.19 1174.19 5681 3714.54 2603.81 1110.73 141.457 969.273
internal_count=4780 1206 774 3574 694 2880 1920 1336 584 64 520
is_linear=0
shrinkage=0.06


Tree=144
num_leaves=12
num_cat=0
split_feature=125 112 15 59 115 46 19 125 138 52 59
split_gain=0.257483 1.02802 0.754784 0.941073 0.506772 0.418619 0.558057 0.986611 0.759857 0.666733 0.72618
threshold=0.020035739988088611 0.00062670491752214741 0.0098710241727530974 0.0012357163941487672 0.0020292587578296666 0.01884530205279589 0.034632634371519096 0.00090704852482303988 0.00039601318712811922 0.00096484774257987748 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 -2 -1 7 9 -8 -7 -11
right_child=1 2 -4 -5 -6 6 8 -9 -10 10 -12
leaf_value=0.00029170028893001532 -0.0017742067935545003 -0.0009770189972864848 0.00086136572830959124 -0.0086700724697936493 0.0020410825290272452 -0.004102165817790931 -0.01035368099164089 -0.0018276409324853424 -0.00059601740116891114 -0.0011062135964781128 0.0036304245358786897
leaf_weight=7151.177072763443 198.55467176437378 98.548162698745728 96.278545260429382 136.57782793045044 339.8540278673172 70.740824699401855 50.264170050621033 818.58054995536804 67.062958598136902 172.26272916793823 360.09829151630402
leaf_count=3490 114 29 34 84 195 44 41 493 41 72 143
internal_value=0 -0.000984233 -0.00361338 -0.00544569 0.000634078 9.85133e-05 -0.000799151 -0.000470929 -0.0047763 0.00137051 0.00209773
internal_weight=0 869.813 331.405 235.126 538.409 8690.19 1539.01 1421.68 117.327 603.102 532.361
internal_count=4780 456 147 113 309 4324 834 752 82 259 215
is_linear=0
shrinkage=0.06


Tree=145
num_leaves=12
num_cat=0
split_feature=122 71 23 108 19 70 17 116 86 31 101
split_gain=0.248211 0.267491 0.712373 0.730192 0.713924 0.839906 0.743105 1.0446 0.97232 1.24261 0.828581
threshold=0.031632266007363803 0.045367386192083366 0.0031340263085439806 0.00073092587990686308 0.017188700847327713 0.00073092587990686308 0.000490355829242617 0.0056525857653468856 0.00060774214216507982 0.0022975050378590827 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 10 8 9 -8 -4
right_child=-2 2 4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-0.00015062189132688148 -0.0041335722828928275 -0.007206394172586352 0.0010765733127720404 -0.00047435776828220263 -0.01053123610754704 -0.00038744943695872246 -0.0014577407250219371 -0.0047479758965162143 0.004861004390439818 0.0067947599321067417 0.0049465471925632448
leaf_weight=7334.6668397188187 52.011956453323364 72.488611102104187 453.1957528591156 290.24388444423676 37.30049204826355 138.4828587770462 435.01376450061798 128.70026469230652 185.20135831832886 77.367383718490601 355.32666563987732
leaf_count=3924 39 42 147 110 27 65 163 81 62 22 98
internal_value=0 2.26121e-05 0.000607253 -0.00181969 0.00109347 -0.00253992 0.00148415 0.000218756 0.00113509 -0.000211648 0.00277734
internal_weight=0 9507.99 2173.32 362.732 1810.59 175.783 1634.81 826.283 697.583 512.381 808.522
internal_count=4780 4741 817 152 665 92 573 328 247 185 245
is_linear=0
shrinkage=0.06


Tree=146
num_leaves=12
num_cat=0
split_feature=33 29 11 15 135 100 125 94 71 34 92
split_gain=0.272616 0.602669 1.65916 0.602984 0.888929 0.597888 0.881046 0.891426 0.864223 1.15934 0.911069
threshold=0.00093549740267917525 0.034632634371519096 0.020658296532928947 0.0037758676335215573 0.0010918468469753864 0.010829726699739696 0.0013986918493174019 0.028884131461381916 0.037906534969806678 0.0015833032084628942 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 6 7 -2 -8 -10 -11
right_child=1 2 -4 4 -6 -7 8 -9 9 10 -12
leaf_value=0.00042790575988635904 -0.0022124563046873689 -0.0018002661617801717 -0.0055739605119829814 0.0070321261302360846 0.0011185399644777776 0.0005411117413932074 -0.00069777331894103727 0.0043800193048092618 -0.0047864872540830557 -0.00042606912653406123 0.0052276333569357195
leaf_weight=3434.3893756866455 1543.5237100124359 71.602193474769592 93.329852342605591 192.37479722499847 174.53234660625458 1636.6782203912735 1811.1966643333435 77.549677014350891 75.98418390750885 158.77722012996674 290.06159114837646
leaf_count=1760 800 31 59 61 67 691 1080 29 38 61 103
internal_value=0 -0.00023991 0.00169018 0.00323624 0.00421912 -0.000423417 -0.000822353 -0.00189708 -7.65475e-05 0.00206734 0.00322763
internal_weight=0 6125.61 531.839 438.509 366.907 5593.77 3957.09 1621.07 2336.02 524.823 448.839
internal_count=4780 3020 218 159 128 2802 2111 829 1282 202 164
is_linear=0
shrinkage=0.06


Tree=147
num_leaves=12
num_cat=0
split_feature=28 10 51 84 79 92 112 115 125 93 40
split_gain=0.262116 0.903395 0.755721 0.740657 0.826569 0.7884 0.457009 0.451723 0.556959 1.16265 0.744832
threshold=0.00747153488919139 0.022641776129603389 0.0049928687512874612 0.0012357163941487672 0.0022975050378590827 0.021960759535431865 0.0013146653072908523 0.031632266007363803 0.027182282879948619 0.016668972559273246 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 -4 8 -1 10 -10
right_child=1 -3 6 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=0.00013785903187128504 0.0005136474079874626 0.0087562341303086526 -0.0013181724045894714 0.0076797339441534943 -0.0025813916102932206 0.0072445346774027697 -0.0088732355724950151 -0.0017908984205368854 -0.0036456111785375784 -0.0092847949013811337 0.0015667389261752199
leaf_weight=7833.5262838602066 186.45236253738403 51.465076565742493 133.26454842090607 64.428754568099976 164.43526363372803 94.34846556186676 36.778661012649536 528.70125210285187 178.59984815120697 67.402496337890625 220.59681951999664
leaf_count=3728 87 18 95 32 117 29 30 397 108 31 108
internal_value=0 0.00109172 0.000511387 0.00166699 0.000796902 0.00277521 -0.00295226 -9.04123e-05 1.79053e-05 -0.00199595 -0.000765257
internal_weight=0 731.173 679.708 509.665 445.236 280.801 170.043 8828.83 8300.13 466.599 399.197
internal_count=4780 408 390 265 233 116 125 4372 3975 247 216
is_linear=0
shrinkage=0.06


Tree=148
num_leaves=12
num_cat=0
split_feature=58 115 112 145 23 141 120 105 28 146 68
split_gain=0.262022 0.814203 0.822325 0.71702 0.500547 0.657262 0.570393 0.519082 0.489447 0.433334 0.395905
threshold=0.029773407615721229 0.0010263677686452868 0.00050559637020342063 0.015675474889576439 0.013860232196748258 0.0018488886416889729 0.00046126570669002836 0.00085274505545385193 0.0015833032084628942 0.0018488886416889729 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 7 -7 9 -6 -5
right_child=1 2 -4 10 8 6 -8 -9 -10 -11 -12
leaf_value=9.7446385734327104e-05 -0.0073978343323061876 -0.0063811274233650196 0.0047868706011337196 0.0054864452886620625 0.0014754950067703792 -0.00027736815791002474 0.0040205416270165436 -0.0070492716662789506 0.0043716979587202828 -0.0051244426929880791 -0.0022080132613305197
leaf_weight=8720.7283341884613 120.45811486244202 64.271510124206543 142.65750706195831 50.239121198654175 67.742034077644348 85.427240252494812 46.561255097389221 77.914263606071472 61.794550538063049 75.98418390750885 46.221717357635498
leaf_count=4414 64 49 41 17 21 32 14 43 23 38 24
internal_value=0 -0.00101255 0.00147116 -0.00147169 -0.0024187 -0.00386505 -0.00183767 -0.00350758 -9.37932e-05 -0.00201371 0.00179945
internal_weight=0 839.271 303.39 160.732 535.882 330.361 209.903 163.342 205.521 143.726 96.4608
internal_count=4780 366 131 90 235 153 89 75 82 59 41
is_linear=0
shrinkage=0.06


Tree=149
num_leaves=12
num_cat=0
split_feature=25 27 98 40 92 82 25 124 91 45 135
split_gain=0.253583 1.12346 0.793936 0.707419 0.656536 0.594734 0.602386 0.838418 1.4475 0.814344 0.644244
threshold=0.00017767510871635753 0.0015833032084628942 0.0037758676335215573 0.0048403022810816774 0.0049928687512874612 0.04273676127195359 0.00090704852482303988 0.002945306478068233 0.000490355829242617 0.0012357163941487672 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 8 9 -2 -10
right_child=5 2 -4 4 -6 -7 -8 -9 10 -11 -12
leaf_value=0.00013507993270781384 0.0085964548275169039 -0.0029806684286159536 -0.0054213867435419756 -0.0012600125878077617 0.0081936530539290387 -0.0067107231362970761 -7.3283300894475104e-05 -0.0019329033786128261 -0.00086751207877584259 0.002726465926514801 0.0021830855074258955
leaf_weight=2093.3695460557938 145.63124883174896 196.46734762191772 248.63654851913452 57.437608957290649 49.013165831565857 44.656224250793457 5272.7644002437592 250.22709047794342 490.20680487155914 204.63435089588165 506.9554957151413
leaf_count=834 40 126 148 40 16 33 2893 163 232 71 184
internal_value=0 -0.00049966 -0.00290875 -0.000846365 0.00309274 0.000191113 0.000235974 0.00125662 0.00184894 0.00516705 0.000683406
internal_weight=0 2644.92 551.555 302.918 106.451 6915.08 6870.42 1597.65 1347.43 350.266 997.162
internal_count=4780 1164 330 182 56 3616 3583 690 527 111 416
is_linear=0
shrinkage=0.06


Tree=150
num_leaves=12
num_cat=0
split_feature=123 69 141 133 102 54 8 37 66 108 25
split_gain=0.248833 0.743132 0.348213 0.500502 1.03407 0.7502 0.829225 0.763404 0.814852 0.877622 0.726255
threshold=0.021960759535431865 0.00017767510871635753 0.0013986918493174019 0.0087224207818508166 0.00747153488919139 0.0023699469165876512 0.0084566329605877417 0.014293605927377941 0.0003614811430452392 0.007706565549597145 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 8 9 -4 -11
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.00053198458682578989 0.0067948463961057344 -0.0040190955014912213 0.00039071106975448091 -0.00055299076337425156 -0.0017805754842784183 0.0018089961218787269 -0.0030567741156605388 -0.0055982197480358613 -0.0018981278649502506 0.00021720818970078282 0.0055938724349741033
leaf_weight=3272.9779515266418 64.768292307853699 35.370412349700928 727.78470623493195 1981.2217762470245 566.63072192668915 1878.3236232995987 258.07960486412048 67.767082929611206 293.97184824943542 133.73628175258636 279.36753058433533
leaf_count=1690 22 22 347 1020 356 847 142 45 161 44 84
internal_value=0 0.00297521 -3.14945e-05 0.000233274 0.000603671 0.000974921 8.51284e-05 0.000624757 0.000918662 0.00164446 0.00385326
internal_weight=0 100.139 9459.86 6186.88 4205.66 3639.03 1760.71 1502.63 1434.86 1140.89 413.104
internal_count=4780 44 4736 3046 2026 1670 823 681 636 475 128
is_linear=0
shrinkage=0.06


Tree=151
num_leaves=12
num_cat=0
split_feature=66 53 58 94 147 112 32 93 150 83 141
split_gain=0.236639 0.317219 0.275269 0.817618 0.527925 0.518557 0.514987 0.541236 0.454041 0.415109 0.520461
threshold=0.0060143163427710542 0.0020932231564074759 0.029773407615721229 0.00017767510871635753 0.011169348377734424 0.00046126570669002836 0.00087947337306104611 0.0014881226234138014 0.0060143163427710542 0.016164712607860569 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 7 9 -7 10 -5
right_child=1 -3 3 4 -6 8 -8 -9 -10 -11 -12
leaf_value=0.00013669276984924942 0.0010008790758427319 -0.004825295148497135 -0.0068097449068122594 -0.0061140762968665534 0.004826987752565454 0.003623779861282633 -0.0064996201746160571 -0.0062805919827876224 -0.00092461181644817435 0.0032695575830807544 0.0022708530083390532
leaf_weight=8597.0891354084015 56.733484625816345 82.660840630531311 79.14021897315979 57.437608957290649 63.724630236625671 126.90238058567047 87.382368803024292 57.777146697044373 209.35587906837463 92.078848123550415 49.717290163040161
leaf_count=4320 36 64 44 40 28 35 61 30 68 34 20
internal_value=0 -0.00245404 3.63118e-05 -0.00101161 -0.000395171 -0.000884085 -0.00252051 -0.00116763 0.000791931 0.000315106 -0.00222367
internal_weight=0 139.394 9420.61 823.516 744.376 680.652 344.393 257.011 336.258 199.234 107.155
internal_count=4780 100 4680 360 316 288 185 124 103 94 60
is_linear=0
shrinkage=0.06


Tree=152
num_leaves=12
num_cat=0
split_feature=61 148 79 125 18 143 28 142 116 52 63
split_gain=0.248475 0.614151 0.696719 0.625787 0.809625 1.38565 0.932126 1.13572 0.847498 0.939045 1.12267
threshold=0.00064626874518580746 0.08153740689158441 0.0022975050378590827 0.0026833302108570938 0.0005893622583243997 0.010180860292166473 0.00046126570669002836 0.0070226341485977182 0.00070876078098081063 0.0026012937305495147 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 7 -6 9 10 -1
right_child=-2 -3 -4 -5 6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00012271904112065319 -0.0001921422632958077 0.0050812330268839656 -0.0016539270809103653 0.0023978162638075263 -0.0041383230139781192 -0.0048029431336898193 -0.0071203951578914342 0.0057296331003832629 0.003816368221865847 0.0029483368918218149 -0.0085258749710454135
leaf_weight=316.85031592845917 6855.1860955953598 100.84282898902893 520.74854230880737 619.71834063529968 100.84282898902893 139.55156970024109 108.74544107913971 71.941731214523315 381.25402164459229 274.46370911598206 69.854407072067261
leaf_count=118 3574 48 322 252 48 83 75 21 126 80 33
internal_value=0 0.000486973 0.000309053 0.000799744 0.000123043 0.000811782 -0.00276855 -2.9635e-05 0.00156344 0.000264317 -0.00164067
internal_weight=0 2704.81 2603.97 2083.22 1463.5 1181.97 281.53 172.785 1042.42 661.168 386.705
internal_count=4780 1206 1158 836 584 440 144 69 357 231 151
is_linear=0
shrinkage=0.06


Tree=153
num_leaves=12
num_cat=0
split_feature=95 72 21 62 15 10 124 28 10 23 65
split_gain=0.233744 0.642024 0.426785 0.471447 0.443806 0.422774 0.25944 0.415836 0.72746 0.604554 0.705708
threshold=0.034632634371519096 0.0062037324532866487 0.00087947337306104611 0.00064626874518580746 0.0098710241727530974 0.0011615398107096555 0.016668972559273246 0.00747153488919139 0.022641776129603389 0.020035739988088611 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 5 -2 7 -1 9 10 -9
right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=4.0727794029961287e-05 0.0010051630119775022 0.0033382939975193002 -0.0076815428794354858 -0.00045232350437067936 0.0051744333527875691 -0.005874838059315669 -0.00096789686410050978 0.0039541628212897773 0.0087703737066546286 -0.0044607051095483154 -0.00053371886572993823
leaf_weight=7751.5695675611496 67.220203042030334 80.183881044387817 91.242528200149536 50.421414494514465 36.935905456542969 61.637306094169617 804.85569858551025 257.53272497653961 47.787210464477539 63.385092496871948 247.22829985618591
leaf_count=3668 24 38 71 24 13 40 588 121 15 38 140
internal_value=0 -0.00144317 -0.00269016 -0.0051085 -0.000623786 -0.0022858 6.09911e-05 0.000159958 0.00166048 0.00106246 0.00175603
internal_weight=0 387.641 307.457 141.664 165.793 128.858 9172.36 8367.5 615.933 568.146 504.761
internal_count=4780 210 172 95 77 64 4570 3982 314 299 261
is_linear=0
shrinkage=0.06


Tree=154
num_leaves=12
num_cat=0
split_feature=52 75 94 58 125 29 95 8 127 61 78
split_gain=0.238416 0.835254 1.15212 0.573438 0.518864 0.37055 0.742714 0.832217 0.585024 0.440712 0.330123
threshold=0.028884131461381916 0.0005375427135732026 0.00066645268816500913 0.0070226341485977182 0.00052132029668428015 0.074787221848964705 0.0036604277556762104 0.0035485138650983576 0.0014881226234138014 0.012636432424187662 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 9 7 8 -7 -1 -11
right_child=1 -3 3 4 -6 6 -8 -9 -10 10 -12
leaf_value=0.00010996176488975364 -0.0072067069154668614 -0.0051118622138988119 0.0053724763992122823 -0.004742326170350585 0.0026992696753531625 -0.0023249633507653354 -0.0041743580576906096 0.0087571064476576164 0.0061903089961108807 -0.003811853722303301 -0.00063664586265795302
leaf_weight=8313.4217122793198 57.959439992904663 144.29814672470093 112.03367173671722 57.777146697044373 81.045249819755554 77.210139274597168 50.603707790374756 79.115170121192932 46.561255097389221 173.85327112674713 366.12092161178589
leaf_count=4140 37 104 40 30 25 39 31 20 14 87 213
internal_value=0 -0.0013433 0.000417617 0.00217919 -0.000397883 6.68358e-05 0.00232869 0.00395067 0.000878376 2.07445e-06 -0.00165895
internal_weight=0 453.114 308.816 250.856 138.822 9106.89 253.49 202.887 123.771 8853.4 539.974
internal_count=4780 236 132 95 55 4544 104 73 53 4440 300
is_linear=0
shrinkage=0.06


Tree=155
num_leaves=12
num_cat=0
split_feature=127 99 58 43 65 102 86 8 140 25 112
split_gain=0.249011 0.702789 0.567157 0.703876 1.05406 0.665691 0.842256 0.639667 0.669528 0.627412 0.780022
threshold=0.0021592099219560628 0.023343417793512348 0.0081988852471113222 0.00046126570669002836 0.00068727668258361529 0.0016846025246195497 0.0012745757703669371 0.0048403022810816774 0.0038949446752667431 0.0068083447404205808 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 7 6 9 8 -5 10 -2
right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00015901635868614391 0.0050978875461307367 -0.0042354273773379655 0.0026220897805519601 0.00062732196154190135 -0.0078654598807893095 -0.0010906587329754074 -0.0031213075843130474 0.0026464482935410153 -0.0062215527538557851 -0.0016383097376818383 0.00022335537702129508
leaf_weight=7529.5575480461121 331.03994929790497 174.03556442260742 99.956411361694336 94.530758857727051 115.5793422460556 589.40204286575317 114.35338687896729 105.38206386566162 112.5805516242981 109.78910315036774 183.79310965538025
leaf_count=3713 133 94 37 36 84 378 83 38 61 69 54
internal_value=0 -0.000589686 -0.000247903 -0.00191131 -0.00296987 0.0004133 0.00161285 -0.00115918 -0.00309556 0.00247956 0.0033577
internal_weight=0 2030.44 1856.41 528.029 428.073 1328.38 738.976 312.493 207.111 624.622 514.833
internal_count=4780 1067 973 256 219 717 339 135 97 256 187
is_linear=0
shrinkage=0.06


Tree=156
num_leaves=12
num_cat=0
split_feature=87 29 33 61 82 71 145 24 35 121 12
split_gain=0.222129 1.08327 1.47165 1.27483 1.10326 0.570702 0.53781 0.356109 0.304618 0.745257 0.690012
threshold=0.016164712607860569 0.021960759535431865 0.0062037324532866487 0.0019071503775194289 0.0020292587578296666 0.072653736919164671 0.0018488886416889729 0.0010263677686452868 0.016164712607860569 0.0035485138650983576 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 5 7 -6 -2 -1 10 -10
right_child=1 2 -4 -5 6 -7 -8 -9 9 -11 -12
leaf_value=-4.3488688988057797e-05 -0.0012340754860707334 0.0052159683157212648 0.011488138971931012 -0.008404949607684134 0.0065530239136985533 -0.013521819666969343 -0.0023337293240902916 -0.0071923630601145429 0.0027814931877048806 0.0059199954307836283 -0.0011142065311344847
leaf_weight=8349.4461512565613 61.455012798309326 51.465076565742493 47.787210464477539 47.629966020584106 43.587513327598572 32.396670579910278 56.029360294342041 87.564662098884583 275.73976218700409 104.1561084985733 402.74233818054199
leaf_count=4118 33 18 15 32 15 23 32 68 129 37 260
internal_value=0 -0.00133608 0.00283968 -0.00133092 -0.00351854 -0.00630428 0.00155468 -0.00473519 6.26064e-05 0.00119446 0.000469032
internal_weight=0 427.915 146.882 99.095 281.033 181.416 99.6169 149.02 9132.08 782.638 678.482
internal_count=4780 236 65 50 171 124 47 101 4544 426 389
is_linear=0
shrinkage=0.06


Tree=157
num_leaves=12
num_cat=0
split_feature=84 28 17 118 91 132 43 138 135 44 142
split_gain=0.239159 0.52861 0.945613 0.910869 0.871258 0.709287 0.635023 0.553364 0.549292 0.530615 0.856689
threshold=0.0012357163941487672 0.0026012937305495147 0.0012357163941487672 0.010829726699739696 0.00087947337306104611 0.000490355829242617 0.0022975050378590827 0.00039601318712811922 0.0032328735105693345 0.00090704852482303988 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 -2 8 9 -8 -4 10 -3
right_child=1 3 5 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00016049770029991469 -0.0011782952047871521 -0.00076856074389499275 -0.0033840931091130826 0.0083270409476736054 0.0020836133884702675 -0.00053292572722961242 0.0092479509919959953 0.0010524848184616828 -0.011337865655477886 -0.0024447978752876113 0.011012507730747518
leaf_weight=7433.750736117363 471.16344773769379 69.175331592559814 104.18115735054016 76.506014943122864 787.46688377857208 248.47930407524109 54.960649371147156 64.428754568099976 44.656224250793457 172.49512016773224 32.736208319664001
leaf_count=3628 261 53 61 35 358 165 14 32 33 127 13
internal_value=0 0.000561129 5.69589e-05 0.00233633 0.00086253 -0.00249495 0.00117246 0.00482525 -0.00577049 -0.000416803 0.00301578
internal_weight=0 2126.25 1655.95 470.302 1258.63 397.317 393.796 119.389 148.837 274.407 101.912
internal_count=4780 1152 878 274 619 259 239 46 94 193 66
is_linear=0
shrinkage=0.06


Tree=158
num_leaves=12
num_cat=0
split_feature=19 140 73 88 39 100 83 133 21 19 54
split_gain=0.22747 0.531919 0.508818 0.316235 0.240057 0.522134 0.782101 0.734327 0.671125 0.872647 0.803606
threshold=0.086341444402933135 0.010180860292166473 0.00050559637020342063 0.00747153488919139 0.0041444667149335155 0.0033348383149132137 0.0054799309000372895 0.01884530205279589 0.00099512818269431613 0.010180860292166473 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 -1 7 -7 9 10 -8
right_child=1 -3 3 -5 -6 6 8 -9 -10 -11 -12
leaf_value=-0.00059186408723783143 -0.0055576529214974016 -0.0088271308350171569 -0.00053867640943461032 0.0065637003740828103 0.00054939903251053008 -0.0021223410600888035 -0.0052407635626622708 0.0052936626145034952 0.00054974636128033425 0.0092543190602385542 0.0034414393066907068
leaf_weight=3950.8881231546402 48.855921387672424 34.3267502784729 65.31517219543457 34.483994722366333 2463.8836042881012 547.80165827274323 47.265379428863525 52.691031932830811 2037.2079901695251 73.167686581611633 204.11251986026764
leaf_count=2034 33 28 43 11 1400 255 18 19 843 22 74
internal_value=0 -0.00209514 -0.000540616 0.00191544 4.08842e-05 -0.000140354 0.000461847 -0.00147161 0.000953444 0.0034875 0.00180897
internal_weight=0 182.982 148.655 99.7992 9377.02 6913.13 2962.25 600.493 2361.75 324.546 251.378
internal_count=4780 115 87 54 4665 3265 1231 274 957 114 92
is_linear=0
shrinkage=0.06


Tree=159
num_leaves=12
num_cat=0
split_feature=109 44 78 65 44 133 70 46 67 144 126
split_gain=0.235762 0.709499 0.833963 0.719131 0.883639 0.665721 0.59748 0.50062 0.43106 0.79326 1.21619
threshold=0.024810968898236755 0.032603342086076743 0.0015833032084628942 0.00077738583786413084 0.0060143163427710542 0.013860232196748258 0.0019071503775194289 0.0013560238294303419 0.00017767510871635753 0.00096484774257987748 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 5 -5 -2 -4 -6 -1 10 -10
right_child=1 2 6 4 7 -7 -8 -9 9 -11 -12
leaf_value=0.00047709450829687427 -0.0039329065245693792 -0.002352774128058253 0.0087453561279673929 0.0050330678536591551 0.0020805052267045747 0.0022425240644185916 0.00077658719128855175 -0.0083809781685376984 -0.0019444497041389347 0.0003176218368122287 0.0042689974868754688
leaf_weight=4785.7915334701538 432.32251143455505 95.417176485061646 71.419900178909302 101.18236672878265 29.058342218399048 73.532273173332214 64.428754568099976 38.004616379737854 1399.457954287529 2345.9775955677032 123.40680778026581
leaf_count=2071 267 47 24 38 10 36 32 31 751 1434 39
internal_value=0 -0.000921237 0.00194638 -0.00190504 0.00149305 -0.00303523 0.00496602 -0.00384802 9.63711e-05 -0.000374587 -0.00144094
internal_weight=0 905.366 231.266 674.1 168.245 505.855 135.849 67.063 8654.63 3868.84 1522.86
internal_count=4780 485 103 382 79 303 56 41 4295 2224 790
is_linear=0
shrinkage=0.06


Tree=160
num_leaves=12
num_cat=0
split_feature=99 23 78 3 4 9 0 52 1 28 10
split_gain=0.227925 0.669615 0.701327 0.793408 0.576894 1.0515 0.848969 0.697566 0.557833 0.763326 0.747005
threshold=0.0046923852059990176 0.059226244688034065 0.00093549740267917525 0.00057154725072905432 0.0023699469165876512 0.000490355829242617 0.0013146653072908523 0.0060143163427710542 0.036783467978239066 0.0092791137285530585 0.022641776129603389
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 5 -2 -7 -6 9 -1 -11
right_child=1 -3 3 -5 7 6 -8 -9 -10 10 -12
leaf_value=-0.00024950527869040974 0.0026925618078582608 0.0054602013231240731 -0.0013528834215045451 0.00099499335426391313 0.010455842346464675 0.00033949109926222879 -0.011412921100277269 0.0020043140447789983 -0.00328316372886074 0.0016031809848130031 0.010271960700337437
leaf_weight=6258.378222823143 308.24357950687408 93.304803490638733 1069.5688138008118 1005.0078636407852 59.160346508026123 51.986907601356506 38.526447415351868 86.65319561958313 202.93666219711304 346.32334244251251 39.909647226333618
leaf_count=3142 87 35 547 556 14 15 28 33 121 190 12
internal_value=0 0.000465484 0.000287552 -0.000215478 0.00220388 0.00102297 -0.00466285 0.00543332 -0.000184388 -8.97463e-05 0.00249893
internal_weight=0 2712.45 2619.15 2074.58 544.57 398.757 90.5134 145.814 6847.55 6644.61 386.233
internal_count=4780 1315 1280 1103 177 130 43 47 3465 3344 202
is_linear=0
shrinkage=0.06


Tree=161
num_leaves=12
num_cat=0
split_feature=33 99 83 70 81 11 72 84 43 130 80
split_gain=0.219382 0.465444 0.910817 0.760113 1.13222 0.977119 0.880097 0.817659 0.851542 0.815385 0.69129
threshold=0.00093549740267917525 0.0046923852059990176 0.057509137317538268 0.0030382014811038975 0.020658296532928947 0.020658296532928947 0.0072436286136507997 0.0010263677686452868 0.010180860292166473 0.00096484774257987748 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 8 9 -5 -9
right_child=1 2 -4 5 -6 6 -8 10 -10 -11 -12
leaf_value=0.00038385975928030715 -0.00056202702589800595 0.00062784042348047536 0.0061980005562882702 -0.0063682111020339658 0.007045066375107583 -0.0010472793267293379 0.010052643018056924 0.0020790186925805257 0.0019415199388159556 0.002454734015906217 -0.0060758936797365133
leaf_weight=3434.3893756866455 4254.749712228775 914.5766065120697 98.208624958992004 272.29428708553314 110.9900096654892 54.099280595779419 49.013165831565857 206.58947944641113 75.619597315788269 43.769806623458862 45.699886322021484
leaf_count=1760 2114 424 39 181 46 27 16 100 24 22 27
internal_value=0 -0.000215215 0.000573512 0.000261903 0.00132233 -0.00119381 0.00422892 -0.00206209 -0.00377797 -0.00514637 0.000601832
internal_weight=0 6125.61 1870.86 1772.65 1025.57 747.086 103.112 643.973 391.684 316.064 252.289
internal_count=4780 3020 906 867 470 397 43 354 227 203 127
is_linear=0
shrinkage=0.06


Tree=162
num_leaves=12
num_cat=0
split_feature=101 40 12 30 96 50 58 92 132 43 117
split_gain=0.222661 0.606768 0.846089 0.889767 0.748591 0.947589 0.874691 0.527393 0.933062 0.551046 0.499205
threshold=0.018276390619575981 0.018276390619575981 0.00040826165059115743 0.0020292587578296666 0.0026833302108570938 0.076978169381618514 0.0013560238294303419 0.055838862434029586 0.00038414125447161501 0.0038949446752667431 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 7 -6 8 -2 -10 -8
right_child=1 2 3 -5 6 -7 10 -9 9 -11 -12
leaf_value=8.0687003097968071e-05 -0.0063910650516647467 0.0080056454236577621 -0.0067397551806361441 0.0052120017154620064 0.00063214854896876153 0.0047036708854521119 -0.0035289332916537135 0.0042825478984264498 -0.0025736502976476685 0.0076891300293196506 -0.0111627373586108
leaf_weight=8871.188257932663 136.76012122631073 58.116684436798096 49.038214683532715 41.317895889282227 65.654709935188293 97.5045006275177 53.759742856025696 37.640029788017273 43.430268883705139 33.258039355278015 72.331366658210754
leaf_count=4386 91 20 40 20 33 35 37 17 32 10 59
internal_value=0 -0.00103917 0.00235804 -0.00127448 -0.00197264 -0.000316322 -0.00498382 -0.00226572 -0.00342046 0.00187709 -0.00790802
internal_weight=0 688.812 148.473 90.3561 540.339 348.593 191.746 251.088 213.448 76.6883 126.091
internal_count=4780 394 80 60 314 185 129 150 133 42 96
is_linear=0
shrinkage=0.06


Tree=163
num_leaves=12
num_cat=0
split_feature=88 88 51 149 93 93 68 129 75 127 38
split_gain=0.210818 0.620669 0.917885 0.675533 0.808638 0.588813 0.56013 0.507831 0.815487 0.53547 0.75049
threshold=0.0062037324532866487 0.018276390619575981 0.00017767510871635753 0.0084566329605877417 0.010829726699739696 0.013032016810029747 0.0027679565828293566 0.0033348383149132137 0.0032328735105693345 0.00044738779251929378 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 7 -5 -2 8 -4 10 -9
right_child=1 -3 3 5 -6 -7 -8 9 -10 -11 -12
leaf_value=-0.00012655899200011213 0.0025025160803914797 -0.00061144143484879619 -0.0076399444190503032 0.0011515947373991434 -0.0068151174449775755 0.0094861998700442058 0.011145762237951095 0.0013589138450544134 0.00097983846701329654 -0.00095102848838764405 0.0083767362751208663
leaf_weight=7955.0030119419098 52.873325228691101 763.48770499229431 57.61990225315094 65.13287889957428 54.281573891639709 57.412560105323792 55.142942667007446 157.41906917095184 125.72652292251587 131.69905531406403 84.201284885406494
leaf_count=3762 26 520 47 36 34 16 21 101 82 104 31
internal_value=0 0.000627277 0.00175115 0.00099071 0.000175211 0.00505636 0.00691494 0.000856852 -0.00172908 0.00212687 0.00380453
internal_weight=0 1605 841.509 733.493 610.947 122.545 108.016 556.666 183.346 373.319 241.62
internal_count=4780 1018 498 451 399 52 47 365 129 236 132
is_linear=0
shrinkage=0.06


Tree=164
num_leaves=12
num_cat=0
split_feature=136 143 4 106 4 81 0 136 5 10 14
split_gain=0.216173 0.225524 0.679885 1.28505 0.801866 1.0884 0.848277 0.723377 0.691798 0.684451 0.672398
threshold=0.013032016810029747 0.0034400182776153092 0.00039601318712811922 0.0011980500421486797 0.00068727668258361529 0.0015833032084628942 0.011519505176693203 0.0005375427135732026 0.014740333426743748 0.017724351026117805 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 10 -6 -7 8 -1 -5 -4
right_child=-2 -3 3 9 5 6 -8 -9 -10 -11 -12
leaf_value=0.00024173741335152215 0.0029212703759677666 0.00021390059639146076 -0.0075399949692207405 -0.0031289109680208687 0.0083748814025957977 -0.0018047961982379361 0.0053326174745667101 0.0031978673421939703 -0.0041740582396485809 9.87277448562586e-05 0.00087559270848318706
leaf_weight=1692.9650205373764 90.331061720848083 5630.8073678016663 56.733484625816345 917.93998372554779 94.34846556186676 161.77601075172424 95.234883189201355 277.12296199798584 138.14332103729248 318.62315118312836 85.974120140075684
leaf_count=802 36 2911 36 461 29 84 40 113 75 140 53
internal_value=0 -2.7866e-05 -0.000382487 -0.00126379 0.00132278 0.00286327 0.000839958 0.000340967 -9.14011e-05 -0.00229725 -0.00247003
internal_weight=0 9469.67 3838.86 1730.63 494.067 351.359 257.011 2108.23 1831.11 1236.56 142.708
internal_count=4780 4744 1833 843 242 153 124 990 877 601 89
is_linear=0
shrinkage=0.06


Tree=165
num_leaves=12
num_cat=0
split_feature=52 42 54 96 78 137 75 108 143 107 115
split_gain=0.219277 0.753664 1.00221 0.799073 0.600819 0.54087 0.580151 0.344487 0.342867 0.809711 0.757039
threshold=0.028884131461381916 0.00075379351619631063 0.0098710241727530974 0.00080172589514404546 0.0042751494329422721 0.00085274505545385193 0.00017767510871635753 0.0026833302108570938 0.0034400182776153092 0.010829726699739696 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 5 -4 7 6 -3 -2 -1 -10 -11
right_child=1 2 3 -5 -6 -7 -8 -9 9 10 -12
leaf_value=-0.00037073046888939654 0.0010201183251786045 -0.014891124722424695 0.0060350138793510959 -0.0051504638162900122 -0.0032963104190955285 -0.0026974368127001256 -0.0050065919757831864 0.0074080312783052398 4.4480881603736974e-05 -1.4750832513740248e-05 0.0035403212406319401
leaf_weight=3802.4473283290863 62.498674869537354 38.004616379737854 58.638515472412109 37.822323083877563 57.959439992904663 90.173817276954651 48.855921387672424 59.160346508026123 4421.2653486728668 374.10563158988953 509.06786870956421
leaf_count=1817 27 31 17 24 37 53 33 14 2380 151 196
internal_value=0 -0.00128825 -0.00327132 0.00164918 0.00173126 -0.00595235 -0.00933143 0.00412643 6.4097e-05 0.0003758 0.00203442
internal_weight=0 453.114 273.495 96.4608 179.618 177.034 86.8605 121.659 9106.89 5304.44 883.174
internal_count=4780 236 158 41 78 117 64 41 4544 2727 347
is_linear=0
shrinkage=0.06


Tree=166
num_leaves=12
num_cat=0
split_feature=54 58 9 45 83 128 42 115 96 68 72
split_gain=0.21779 0.731303 0.568359 0.718423 0.810851 0.702009 0.685184 0.680576 0.676527 0.573468 0.560012
threshold=0.00087947337306104611 0.021960759535431865 0.0015349716995842757 0.0010263677686452868 0.0046923852059990176 0.0035485138650983576 0.0031340263085439806 0.0054799309000372895 0.00080172589514404546 0.0017376682371832433 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 8 -7 10 -10 -2
right_child=2 -3 -4 4 -6 7 -8 -9 9 -11 -12
leaf_value=0.00084684503124010072 0.0046899558262078747 -0.0022739686311334388 -0.0015640106236961958 -0.0036816920549907119 0.00056179712114695971 0.0066857699852566526 -0.005271564257852742 -0.00096250532959421108 -0.00040612927641026249 -0.0050153398695188377 -0.00092464219922264146
leaf_weight=2256.8613430261612 116.23336887359619 307.09277069568634 919.03374350070953 323.23753261566162 4658.7249571084976 50.943245530128479 151.10699903964996 235.54067492485046 231.6304178237915 167.40900540351868 142.18577373027802
leaf_count=1053 40 158 503 202 2214 21 89 175 117 116 92
internal_value=0 0.000473055 -0.000173368 3.69402e-05 0.000292512 -0.00176503 -0.00162831 0.000397529 -0.000790965 -0.00233983 0.00160073
internal_weight=0 2563.95 6996.05 6077.01 5268.45 609.721 808.566 286.484 657.459 399.039 258.419
internal_count=4780 1211 3569 3066 2612 398 454 196 365 233 132
is_linear=0
shrinkage=0.06


Tree=167
num_leaves=12
num_cat=0
split_feature=61 143 142 148 79 24 125 12 61 1 150
split_gain=0.240703 0.554931 1.02208 0.748261 0.610244 0.557304 0.567375 0.588326 0.498097 0.89487 0.930848
threshold=0.00064626874518580746 0.010180860292166473 0.013439828064292671 0.08153740689158441 0.0019672545604407792 0.0035485138650983576 0.00042089859198313212 0.00050559637020342063 0.00087947337306104611 0.0098710241727530974 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -3 -8 9 10 -2
right_child=8 5 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00090521435784618486 0.0010246685519406911 -0.006119252806359496 0.0064181207564926509 0.0059446756993800868 -0.001618967733696265 -0.005029085729600577 0.0032912402112274539 -0.0017350479419086893 -2.9750262529451877e-05 0.003261923589883405 -0.0045805040290814308
leaf_weight=1557.4628548622131 153.37661647796631 51.30783212184906 114.12099587917328 89.80923068523407 442.8342787027359 113.12743151187897 159.82088220119476 176.33023071289062 6248.5135308504105 103.11244642734528 350.18350183963776
leaf_count=575 84 35 28 39 279 82 55 113 3247 43 200
internal_value=0 0.000479296 0.000888852 0.000586951 0.0003464 -0.0013241 -0.000242343 0.000654668 -0.000189113 -0.0018305 -0.00287326
internal_weight=0 2704.81 2204.23 2090.11 2000.3 500.586 387.459 336.151 6855.19 606.673 503.56
internal_count=4780 1206 921 893 854 285 203 168 3574 327 284
is_linear=0
shrinkage=0.06


Tree=168
num_leaves=12
num_cat=0
split_feature=53 103 81 14 17 50 24 93 141 58 23
split_gain=0.224472 0.49768 0.491483 0.592793 0.448022 0.397395 0.399569 0.292412 0.255329 0.577083 1.2899
threshold=0.059226244688034065 0.00050559637020342063 0.0025217677466571335 0.00055427959887310873 0.00066645268816500913 0.00087947337306104611 0.00047558375808876013 0.0011261500185355546 0.0018488886416889729 0.029773407615721229 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 7 5 -2 -7 -4 9 -1 -11
right_child=1 -3 3 -5 -6 6 -8 -9 -10 10 -12
leaf_value=-9.9875105174235154e-05 -0.0035519914697881281 0.0028100981395834447 -0.0057540247834611726 -0.001828780025146592 -0.0062102635988240994 0.0066706664531529063 -0.00038562139503473843 -0.014242583282512549 0.00032919582084569595 -0.0064816898441724244 0.0015315656543748817
leaf_weight=3468.5338326692581 50.081876754760742 84.201284885406494 31.874839544296265 85.974120140075684 39.230571746826172 53.212862968444824 63.202799201011658 26.971018075942993 5364.5176132917404 160.73234868049622 131.46666431427002
leaf_count=1781 34 31 26 53 32 16 31 22 2615 90 49
internal_value=0 -0.00133201 -0.00232694 -0.00500465 -0.00044199 0.000917146 0.00283976 -0.00964461 6.34601e-05 -0.0003156 -0.00287635
internal_weight=0 434.749 350.548 144.82 205.728 166.498 116.416 58.8459 9125.25 3760.73 292.199
internal_count=4780 245 214 101 113 81 47 48 4535 1920 139
is_linear=0
shrinkage=0.06


Tree=169
num_leaves=12
num_cat=0
split_feature=87 29 33 113 88 150 31 66 7 121 26
split_gain=0.221899 0.889707 1.25223 0.787439 0.935127 0.565948 0.377708 0.308949 0.663623 0.730725 0.510837
threshold=0.016164712607860569 0.021960759535431865 0.0062037324532866487 0.010500331409275534 0.0062037324532866487 0.0017376682371832433 0.0022975050378590827 0.0012745757703669371 0.001792412775103003 0.0063990866765379914 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 5 4 6 -3 -2 -1 9 -9 -10
right_child=1 2 -4 -5 -6 -7 -8 8 10 -11 -12
leaf_value=0.00016652204967957122 -0.0076818900452979766 0.0026933402142805354 0.01042668169345401 0.0051789995737378811 0.0031916992912250381 -0.0064232509679779046 -0.0014479773565776633 -0.0043792129628764101 0.0026710529907066757 0.0012466869920653711 -0.0021181423385698943
leaf_weight=8387.9225009679794 155.1494517326355 54.621111631393433 47.787210464477539 34.483994722366333 46.221717357635498 44.473930954933167 45.178055286407471 287.34528923034668 210.29239439964294 116.9374932050705 129.58668231964111
leaf_count=4098 106 24 15 11 24 26 30 183 127 44 92
internal_value=0 -0.00133538 0.00244896 -0.00331327 -0.00450106 -0.00139819 -0.00627601 6.2574e-05 -0.00110909 -0.00275194 0.000845063
internal_weight=0 427.915 146.882 281.033 246.549 99.095 200.328 9132.08 744.162 404.283 339.879
internal_count=4780 236 65 171 160 50 136 4544 446 227 219
is_linear=0
shrinkage=0.06


Tree=170
num_leaves=12
num_cat=0
split_feature=107 113 19 101 87 28 25 97 1 107 23
split_gain=0.204121 0.369501 0.251373 0.591942 1.20946 0.924843 0.591465 0.838696 0.704841 0.631793 0.775461
threshold=0.048151826485991485 0.0070226341485977182 0.004017772153019906 0.05109804309904576 0.023343417793512348 0.00017767510871635753 0.0051502294372767219 0.0019071503775194289 0.0079489401541650313 0.0051502294372767219 0.02636832278221846
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 -1 9 -8 -11
right_child=1 -3 -4 -5 5 -7 8 -9 -10 10 -12
leaf_value=0.0012289112709883074 -0.003180715653229789 0.0015153293557474007 -0.00033070762097374705 -0.0041402803922998702 -0.011271057815293209 -0.0010797304667157794 0.0006944117474445735 -0.001774857785625674 -0.0036419602717048171 -0.0047879384168390462 0.0029179590823174609
leaf_weight=3409.9913177490234 181.54854106903076 90.331061720848083 3763.9890761375427 105.77169930934906 54.4638671875 77.914263606071472 1049.1673057079315 371.04979193210602 216.2649267911911 175.26151978969574 64.246461272239685
leaf_count=1353 83 36 2022 76 41 43 616 241 149 95 25
internal_value=0 -0.00162047 4.7434e-05 0.000305089 0.000391867 -0.00527271 0.000533727 0.000934139 -0.000472276 5.96592e-05 -0.00272088
internal_weight=0 271.88 9288.12 5524.13 5418.36 132.378 5285.98 3781.04 1504.94 1288.68 239.508
internal_count=4780 119 4661 2639 2563 84 2479 1594 885 736 120
is_linear=0
shrinkage=0.06


Tree=171
num_leaves=12
num_cat=0
split_feature=135 140 7 72 29 94 26 110 31 35 92
split_gain=0.203257 0.388474 0.42089 0.440437 0.417005 0.355302 0.259622 0.496574 0.569151 0.567566 0.39785
threshold=0.02129978779703379 0.01884530205279589 0.00073092587990686308 0.001792412775103003 0.0053125319536775359 0.0019672545604407792 0.0026833302108570938 0.00085274505545385193 0.00039601318712811922 0.00087947337306104611 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -4 -1 9 -9 -8 -10
right_child=1 -3 5 -5 -6 -7 7 8 10 -11 -12
leaf_value=4.8600986508328666e-06 0.0010927405968887691 -0.0054306797880532805 -0.0067352649779147088 0.0028961239781690115 -0.004433514785410075 -0.00088356736270710689 0.003227158036071591 0.0050458817933311285 -0.0039141384774964965 -0.0062849666563835234 0.0038794257152753074
leaf_weight=8612.2152841091156 113.59916484355927 65.654709935188293 60.411350727081299 163.83828604221344 86.65319561958313 97.869087219238281 39.909647226333618 170.48989391326904 57.255315661430359 52.011956453323364 40.091940522193909
leaf_count=4394 31 33 39 48 33 49 12 50 33 39 19
internal_value=0 -0.00108066 -0.000533927 0.000589008 -0.00129858 -0.003117 7.0827e-05 0.00165 0.0029559 -0.00215508 -0.000704401
internal_weight=0 588.026 522.371 364.091 200.252 158.28 8971.97 359.759 267.837 91.9216 97.3473
internal_count=4780 233 200 112 64 88 4547 153 102 51 52
is_linear=0
shrinkage=0.06


Tree=172
num_leaves=12
num_cat=0
split_feature=61 45 79 88 23 121 33 68 73 47 29
split_gain=0.202714 0.616904 0.78442 0.635919 0.754003 0.817178 0.690243 0.795403 0.881564 0.611576 1.23964
threshold=0.00064626874518580746 0.0014427106943912806 0.00082683752407319855 0.00055427959887310873 0.020035739988088611 0.00046126570669002836 0.0027679565828293566 0.0017376682371832433 0.0023699469165876512 0.0011980500421486797 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -5 -9 10 -3
right_child=1 9 3 6 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00043985017801901 -0.0038722777942157087 0.00054324920220063643 -0.0048285106806646829 -0.00036221858066189409 -0.010058939977531219 0.0022973954482811052 -0.0034566717945232685 0.011675989026544197 0.0023068577049925689 -6.1889310751655504e-05 0.0095444538255836271
leaf_weight=2704.8137366771698 336.51569950580597 227.79530727863312 122.04865682125092 261.26068878173828 43.430268883705139 110.28588533401489 113.83155584335327 49.013165831565857 137.80378329753876 5380.555228471756 72.64585554599762
leaf_count=1206 182 131 79 172 32 42 86 16 85 2724 25
internal_value=0 -0.000173549 -0.00142552 -0.00044259 -0.00280241 -0.00144594 0.000715523 0.00177545 0.00476494 8.52167e-05 0.00271972
internal_weight=0 6855.19 1174.19 837.674 275.765 232.335 561.909 448.078 186.817 5681 300.441
internal_count=4780 3574 694 512 153 121 359 273 101 2880 156
is_linear=0
shrinkage=0.06


Tree=173
num_leaves=12
num_cat=0
split_feature=28 37 78 125 98 99 38 49 109 10 53
split_gain=0.207357 0.449808 0.501957 0.568446 0.839949 0.513135 0.475793 0.471309 0.812247 0.71023 0.466953
threshold=0.0020292587578296666 0.037906534969806678 0.023343417793512348 0.020035739988088611 0.0072436286136507997 0.0046923852059990176 0.0022272822679951791 0.0010585968848317864 0.0092791137285530585 0.007706565549597145 0.040252277627587325
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 -4 -3 10 9 -9 -1
right_child=-2 6 5 4 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00055620590389112551 0.00048882139336413365 -0.0048216277374942889 -0.0026471931163495961 -0.00096423027375075736 -0.0087444148920003805 0.00070320215947570553 0.0035731375813755767 -0.0020349427161065587 -0.0067735929326705191 0.0048043625480117223 -0.0013084649421161334
leaf_weight=4983.9565697908401 2354.6163321733475 132.56042408943176 505.20075798034668 342.6204274892807 58.481271028518677 244.07226479053497 29.762466549873352 208.7269012928009 90.538403868675232 74.054104208946228 535.40990900993347
leaf_count=2147 1328 91 347 163 34 134 14 136 67 33 286
internal_value=0 -0.00015974 -8.77708e-05 8.69995e-05 -0.00209859 -0.00155582 -0.00328242 0.000235768 -0.00182748 -0.00024388 0.000375322
internal_weight=0 7205.38 7043.06 6293.79 401.102 749.273 162.323 5892.69 373.319 282.781 5519.37
internal_count=4780 3452 3347 2866 197 481 105 2669 236 169 2433
is_linear=0
shrinkage=0.06


Tree=174
num_leaves=12
num_cat=0
split_feature=25 40 0 1 57 10 95 30 148 29 52
split_gain=0.193974 0.742564 0.653282 0.639624 0.603966 0.71153 0.726334 0.816156 0.723466 0.643005 0.596819
threshold=0.00052132029668428015 0.039062514901161201 0.00017767510871635753 0.0005375427135732026 0.0020292587578296666 0.00017767510871635753 0.0049928687512874612 0.00017767510871635753 0.0045489775948226461 0.034632634371519096 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -5 7 9 -8 -7 -11
right_child=2 -3 -4 4 -6 6 8 -9 -10 10 -12
leaf_value=0.00025876966302902426 0.0023668652058680571 0.0067295822447197588 2.3193980833140733e-05 0.0031735676454289715 -0.0077837613130310986 -0.00073845340384047075 -0.010030870611253705 -0.0033866048432521587 -0.0025206686837437246 0.0088928248212237545 0.00094260272512357269
leaf_weight=1823.2627785205841 462.3243203163147 52.169200897216797 5794.6637513637543 122.18085241317749 52.011956453323364 546.18606746196747 65.497465491294861 334.97525525093079 156.53265154361725 51.986907601356506 98.208624958992004
leaf_count=737 175 22 3144 38 39 216 50 215 90 15 39
internal_value=0 -0.000371982 0.000196366 -0.000485947 -0.00143708 -0.0011971 -0.00162316 -0.000952997 -0.00473613 0.000217624 0.0036944
internal_weight=0 3303.01 6256.99 3250.84 1427.58 1375.57 1253.39 1031.36 222.03 696.382 150.196
internal_count=4780 1461 3319 1439 702 663 625 485 140 270 54
is_linear=0
shrinkage=0.06


Tree=175
num_leaves=12
num_cat=0
split_feature=16 67 124 59 117 43 12 136 137 102 71
split_gain=0.195294 0.921924 0.858236 0.290117 0.811659 0.626764 0.886747 0.678184 0.559857 0.854106 0.853741
threshold=0.0011980500421486797 0.001792412775103003 0.016668972559273246 0.011169348377734424 0.0023699469165876512 0.0081988852471113222 0.00075379351619631063 0.00017767510871635753 0.00044738779251929378 0.00052132029668428015 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 8 7 -7 9 -6 -10
right_child=1 -3 -4 4 5 6 -8 -9 10 -11 -12
leaf_value=9.6267708985975185e-05 0.010241077974644861 -0.00077140537680097428 -0.00047346204494410168 0.0017655976422387238 -0.0077550228150958878 0.0089207102320048165 -0.0044122704441924114 3.7292233663449881e-06 -0.0016678163831483439 -0.0021497237050082806 0.0058328660675007228
leaf_weight=7720.4239012002945 66.176540970802307 228.36723601818085 45.360348582267761 339.30714797973633 125.90881621837616 62.838212609291077 58.481271028518677 60.046764135360718 348.9825953245163 439.33870589733124 64.768292307853699
leaf_count=3670 30 176 37 174 89 17 34 25 223 283 22
internal_value=0 0.0014124 0.00588364 -5.20688e-05 -0.000815716 -0.00157053 0.00166928 0.0045635 -0.00217073 -0.0033983 -0.000493664
internal_weight=0 339.904 111.537 9220.1 1499.67 1160.36 181.366 122.885 978.998 565.248 413.751
internal_count=4780 243 67 4537 867 693 76 42 617 372 245
is_linear=0
shrinkage=0.06


Tree=176
num_leaves=12
num_cat=0
split_feature=141 67 78 145 107 52 91 107 145 19 117
split_gain=0.203446 0.667003 0.883756 0.93823 0.720053 0.783215 0.700172 1.00058 0.89554 0.656462 0.649895
threshold=0.0013986918493174019 0.00080172589514404546 0.0015833032084628942 0.060120910406112678 0.0035485138650983576 0.00899649551138282 0.0012745757703669371 0.015675474889576439 0.0012745757703669371 0.0034400182776153092 0.016668972559273246
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 9 8 -8 -4 -6 -10
right_child=-2 -3 3 -5 5 -7 7 -9 10 -11 -12
leaf_value=0.0016484756785586159 0.00020289323347845212 0.0012698592867600869 -0.0014844576174663341 0.0063234929318982955 -0.00095684480410951919 0.0037124933379480275 -0.0017593931106692103 0.0056385860967629077 -0.0046332071352757761 -0.0059621247053986493 -0.011553096060490318
leaf_weight=667.66279554367065 6218.5757223367691 699.50563490390778 320.57827973365784 47.265379428863525 500.14664340019226 104.67793953418732 507.62761986255646 75.619597315788269 240.78403413295746 116.25841772556305 61.297768354415894
leaf_count=250 3065 413 169 18 199 34 325 24 169 64 50
internal_value=0 -0.000377596 -0.000813795 -0.00196901 0.000228647 -0.001086 -0.00229404 -0.000800225 -0.00369329 -0.00190088 -0.00603738
internal_weight=0 3341.42 2641.92 1253.17 1388.75 721.083 1205.91 583.247 622.66 616.405 302.082
internal_count=4780 1715 1302 755 547 297 737 349 388 263 219
is_linear=0
shrinkage=0.06


Tree=177
num_leaves=12
num_cat=0
split_feature=44 141 122 45 147 81 27 35 116 81 53
split_gain=0.20298 0.598249 0.849593 0.73789 0.717654 0.705154 0.716679 0.815249 0.687305 0.950701 0.572647
threshold=0.013439828064292671 0.0023699469165876512 0.00044738779251929378 0.00017767510871635753 0.023343417793512348 0.0063990866765379914 0.0010585968848317864 0.013439828064292671 0.0012357163941487672 0.004017772153019906 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 10 -5 -7 -8 -4 -10 -2
right_child=1 3 8 5 -6 6 7 -9 9 -11 -12
leaf_value=-0.00013363605008511392 3.6125737254015816e-05 -0.0061618820929071243 0.0054759139591844322 0.0034851730760943945 0.0052337870005471371 0.0030231277596269078 -0.0024305069912391492 0.0039265764403471461 -0.0093537452393239601 0.0022808189239678679 -0.0050408567777282089
leaf_weight=7749.4182430505753 118.3457418680191 44.99576199054718 108.17351233959198 459.16828525066376 38.344154119491577 244.72629141807556 334.24608206748962 92.782972455024719 35.552705645561218 87.539613246917725 246.7064688205719
leaf_count=3954 52 23 30 169 21 90 187 38 29 44 143
internal_value=0 0.000571972 -0.000912598 0.00137322 -0.00257477 0.00167301 0.000434341 -0.00104927 0.00198672 -0.00107959 -0.00339496
internal_weight=0 1810.58 634.662 1175.92 403.396 1130.92 671.755 427.029 231.266 123.092 365.052
internal_count=4780 826 319 507 216 484 315 225 103 73 195
is_linear=0
shrinkage=0.06


Tree=178
num_leaves=12
num_cat=0
split_feature=127 35 99 99 63 33 34 19 52 143 20
split_gain=0.204789 0.458062 0.61835 0.680304 0.924213 1.03642 0.910502 0.873047 0.692452 0.863089 0.668846
threshold=0.0021592099219560628 0.00017767510871635753 0.023343417793512348 0.00099512818269431613 0.0011615398107096555 0.0011261500185355546 0.0030382014811038975 0.0013986918493174019 0.0022975050378590827 0.0034400182776153092 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 7 6 -6 -5 -9 -10 -3
right_child=1 2 -4 4 5 -7 -8 8 9 -11 -12
leaf_value=0.00014420693119708856 0.0013185952015810993 -0.0037707330274602 -0.0047752137089619347 -0.0022917162677313467 -0.0038540000163258025 -0.0025788710978720745 0.0053828567240971452 0.0095128381150773982 -0.0043792028652755504 0.0054251616376010522 0.00060008912805739395
leaf_weight=7529.5575480461121 388.27021610736847 367.89375686645508 140.77752506732941 82.818085074424744 53.759742856025696 436.00037753582001 134.62269937992096 77.549677014350891 45.517593026161194 111.51184070110321 191.72077059745789
leaf_count=3713 142 235 84 47 37 270 55 29 20 43 105
internal_value=0 -0.000534767 -0.000972971 -0.000616455 0.000368066 -0.000972038 0.00274688 0.00300431 0.00487408 0.0025832 -0.00227331
internal_weight=0 2030.44 1642.17 1501.39 941.78 624.383 188.382 317.397 234.579 157.029 559.615
internal_count=4780 1067 925 841 501 362 92 139 92 63 340
is_linear=0
shrinkage=0.06


Tree=179
num_leaves=12
num_cat=0
split_feature=105 135 44 78 133 112 81 1 135 147 24
split_gain=0.192931 0.538144 0.509663 0.973 0.722002 0.643662 0.535752 0.858177 0.88219 1.08473 0.71914
threshold=0.0032328735105693345 0.02129978779703379 0.032603342086076743 0.0015833032084628942 0.01884530205279589 0.0013146653072908523 0.0031340263085439806 0.091400381177663817 0.0015833032084628942 0.00068727668258361529 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 6 -4 7 8 -1 -10 -8
right_child=1 -3 3 -5 -6 -7 10 -9 9 -11 -12
leaf_value=0.00091551943435792436 0.00061971777714877685 -0.0022658072504603884 -0.0051420695622436804 0.004310078263565254 -0.0049915700998456889 0.0022969981546116947 -0.00052781086660118196 -0.0059327754714425286 0.00036592861726846931 -0.0045507707389006924 -0.0036884038238020286
leaf_weight=2598.8026950359344 2876.7800744771957 253.15073454380035 88.947861909866333 240.52659428119659 117.14483535289764 79.115170121192932 2248.6122418642044 78.618387937545776 424.65924167633057 260.71380889415741 292.9281861782074
leaf_count=1236 1497 114 52 90 75 20 1197 47 134 151 167
internal_value=0 0.000386335 -0.000188054 0.0018626 -0.000327202 -0.00164015 -0.000234659 0.000262215 0.000410514 -0.00150437 -0.000892089
internal_weight=0 3129.93 6430.07 408.59 6021.48 168.063 5904.33 3362.79 3284.18 685.373 2541.54
internal_count=4780 1611 3169 162 3007 72 2932 1568 1521 285 1364
is_linear=0
shrinkage=0.06


Tree=180
num_leaves=12
num_cat=0
split_feature=19 140 58 98 63 29 15 143 98 142 21
split_gain=0.192388 0.376614 0.414049 0.265855 0.244183 0.313516 0.224594 0.549743 0.471514 0.455665 0.346192
threshold=0.086341444402933135 0.010180860292166473 0.0020932231564074759 0.010180860292166473 0.022641776129603389 0.0036604277556762104 0.099488973617553725 0.0056525857653468856 0.0011261500185355546 0.0020932231564074759 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 6 -6 10 9 -9 -8 -1
right_child=1 -3 3 -5 5 -7 7 8 -10 -11 -12
leaf_value=3.7078575193686192e-05 -0.0053058716772339401 -0.0075914084490192532 0.0038958472596863011 -0.0024270644900116888 0.00032630996324964492 -0.0054959032687727106 -0.00227323187168669 -0.0015123593861387273 -0.010523616180667645 0.0046433502279096713 0.0017618908236893217
leaf_weight=8575.8833075761795 46.586303949356079 34.3267502784729 63.724630236625671 38.344154119491577 68.28891396522522 64.975634455680847 86.313657879829407 45.699886322021484 38.526447415351868 56.890729069709778 440.43941700458527
leaf_count=4289 38 28 28 21 42 53 43 27 28 19 164
internal_value=0 -0.00192681 -0.00061877 0.00152052 3.75996e-05 -0.00251242 7.43624e-05 -0.0017878 -0.00563425 0.000474515 0.000121334
internal_weight=0 182.982 148.655 102.069 9377.02 133.265 9243.75 227.431 84.2263 143.204 9016.32
internal_count=4780 115 87 49 4665 95 4570 117 55 62 4453
is_linear=0
shrinkage=0.06


Tree=181
num_leaves=12
num_cat=0
split_feature=25 27 24 35 50 83 5 150 26 98 10
split_gain=0.190055 0.76585 0.830452 0.649862 0.556486 0.548705 0.911522 0.537719 0.518134 0.531883 0.486983
threshold=0.00017767510871635753 0.0015833032084628942 0.0022975050378590827 0.0095705352723598498 0.0038949446752667431 0.036783467978239066 0.0014881226234138014 0.00082683752407319855 0.0053125319536775359 0.034632634371519096 0.007706565549597145
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 8 -5 7 10 -1 9 -3 -7
right_child=-2 3 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=0.0016335721654743504 0.00016545140978851294 -0.0033802451664826511 0.0016256366271331759 0.0043896794849081055 -0.0044936858546630511 -0.010644457392249864 0.0019815321405941624 -0.0012436520122533082 0.0024417500220181684 -0.010150388662152683 -0.0036891771294515047
leaf_weight=376.89708006381989 6915.0756152868271 339.87907671928406 790.54777228832245 79.479756712913513 37.30049204826355 45.882179617881775 91.557017087936401 616.04047453403473 47.265379428863525 47.629966020584106 172.44502246379852
leaf_count=143 3616 219 292 34 27 34 37 249 18 32 79
internal_value=0 -0.000432568 9.15004e-05 -0.00242162 0.00155227 -0.000839408 -0.00304355 -0.000151522 -0.003489 -0.00421238 -0.00515085
internal_weight=0 2644.92 2093.37 551.555 116.78 1302.82 309.884 992.938 434.774 387.509 218.327
internal_count=4780 1164 834 330 61 542 150 392 269 251 113
is_linear=0
shrinkage=0.06


Tree=182
num_leaves=12
num_cat=0
split_feature=29 79 12 81 12 95 45 32 115 4 59
split_gain=0.190039 0.330966 0.407596 0.310543 0.291434 0.721644 0.478123 0.563502 0.295576 0.417093 0.38782
threshold=0.00017767510871635753 0.00082683752407319855 0.00040826165059115743 0.0005893622583243997 0.024810968898236755 0.0072436286136507997 0.000490355829242617 0.0049928687512874612 0.031632266007363803 0.015675474889576439 0.01884530205279589
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 8 6 -6 -8 9 -2 -10
right_child=4 2 -4 -5 5 -7 7 -9 10 -11 -12
leaf_value=-0.0012952810794745894 0.00011727940328188416 0.0055522185234557295 -0.0010018098423935147 -0.0070779056297781504 0.00523167235808849 0.008378671363527523 -0.0019684267784569353 0.007093556816264686 -0.0024679539871825381 -0.0032403906459551905 0.0033181258334977607
leaf_weight=82.113960742950439 8324.0726264715195 39.909647226333618 237.1061680316925 56.393946886062622 62.15913712978363 50.943245530128479 183.89330506324768 28.536511182785034 311.36761438846588 135.35187256336212 48.15179705619812
leaf_count=43 3950 12 166 46 37 21 150 13 230 83 29
internal_value=0 -0.00125495 -5.75715e-05 -0.0036497 5.70246e-05 0.00182003 0.000603233 -0.000751096 -8.05288e-06 6.35563e-05 -0.001693
internal_weight=0 415.524 277.016 138.508 9144.48 325.532 274.589 212.43 8818.94 8459.42 359.519
internal_count=4780 267 178 89 4513 221 200 163 4292 4033 259
is_linear=0
shrinkage=0.06


Tree=183
num_leaves=12
num_cat=0
split_feature=39 34 117 19 97 85 20 42 21 32 27
split_gain=0.180125 0.738746 0.805007 0.632091 0.751533 0.772349 0.633508 0.612758 0.778911 0.740943 0.576946
threshold=0.0041444667149335155 0.0035485138650983576 0.12087306752800943 0.02636832278221846 0.00073092587990686308 0.00080172589514404546 0.00038414125447161501 0.001792412775103003 0.0026012937305495147 0.00055427959887310873 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 7 -6 -7 9 -9 -2 -11
right_child=1 2 -4 -5 5 6 -8 8 -10 10 -12
leaf_value=-0.00015663989166990282 0.012238496946345158 -0.00036190121751212434 0.0078237214404723848 -0.0035756800485366147 -0.006736053359929369 0.0068449399482592814 -0.0016845685765152676 -0.0032135070405357844 0.0060421165365170323 0.001172863752032755 0.0072117779313134733
leaf_weight=7020.4715818166733 51.986907601356506 1841.2986686229706 44.291637659072876 62.341430425643921 50.786001086235046 55.325235962867737 72.331366658210754 74.940521836280823 58.116684436798096 109.94634759426117 118.16344857215881
leaf_count=3332 15 1084 19 44 38 28 59 44 20 52 45
internal_value=0 0.000433028 -0.000169625 0.00217074 0.00277629 -0.000477725 0.00201204 0.00418171 0.000829161 0.0057743 0.00430109
internal_weight=0 2539.53 1885.59 653.938 591.597 178.443 127.657 413.154 133.057 280.097 228.11
internal_count=4780 1448 1103 345 301 125 87 176 64 112 97
is_linear=0
shrinkage=0.06


Tree=184
num_leaves=12
num_cat=0
split_feature=115 61 45 45 50 37 17 102 57 108 14
split_gain=0.185885 0.558901 0.774654 0.953666 0.628799 0.592178 0.511921 0.768044 0.497675 0.529104 0.984231
threshold=0.00017767510871635753 0.00064626874518580746 0.0014427106943912806 0.00064626874518580746 0.26590165495872503 0.0032328735105693345 0.0033348383149132137 0.00017767510871635753 0.0011980500421486797 0.044033329933881767 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 8 6 -1 -8 9 10 -4
right_child=-2 2 4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.0015968393382523802 0.00015226311194500988 -0.0005870384793993451 -0.002309920025881059 -0.0093311001041884133 0.0049139235508148986 -0.0047606586339472654 -0.0076859571965919799 0.002404794223807431 0.0051033590547854869 0.001775857459781943 0.0058302444492183371
leaf_weight=787.00210177898407 7181.4474676847458 91.035186052322388 890.05749917030334 88.60832417011261 68.263865113258362 67.584789633750916 56.029360294342041 52.691031932830811 46.039424061775208 174.35005331039429 56.890729069709778
leaf_count=248 3823 40 404 62 18 38 32 19 17 60 19
internal_value=0 -0.000459721 -0.00121852 -0.00490001 -0.000683274 0.000655076 0.00106371 -0.0027955 -0.00101059 -0.00126162 -0.00182088
internal_weight=0 2378.55 1415.25 179.644 1235.6 963.307 895.722 108.72 1167.34 1121.3 946.948
internal_count=4780 957 620 102 518 337 299 51 500 483 423
is_linear=0
shrinkage=0.06


Tree=185
num_leaves=12
num_cat=0
split_feature=25 16 29 77 1 97 83 93 125 88 31
split_gain=0.184843 0.49653 0.713778 0.447538 0.683264 0.547411 0.597591 0.711757 0.927201 0.695089 0.527157
threshold=0.0068083447404205808 0.0013986918493174019 0.0027679565828293566 0.0046923852059990176 0.0079489401541650313 0.0010918468469753864 0.020658296532928947 0.016668972559273246 0.0020292587578296666 0.00093549740267917525 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 8 -5 -8 -10
right_child=1 2 -4 4 -6 -7 9 -9 10 -11 -12
leaf_value=0.00013178161317193259 -0.0025157003744816172 -0.00013208793500886878 0.0080639764889585373 -0.0049589553464974706 -0.0038085370173049507 -0.0018542861065585041 0.0066410230483635799 -0.0053966816077336936 0.0028576846501795019 -0.0019039860464555739 -0.0022590266395167511
leaf_weight=7651.0913251638412 429.3487696647644 118.21354627609253 56.551191329956055 81.956716299057007 171.79099583625793 319.06288433074951 122.18085241317749 71.602193474769592 402.1453605890274 47.629966020584106 88.426030874252319
leaf_count=3634 268 93 29 60 123 226 38 31 191 32 55
internal_value=0 -0.000528194 0.00252003 -0.00083539 -0.000282476 0.000252161 0.00107788 0.00024314 0.000948474 0.00424425 0.00193539
internal_weight=0 1908.91 174.765 1734.14 1304.79 1133 813.941 644.13 572.528 169.811 490.571
internal_count=4780 1146 122 1024 756 633 407 337 306 70 246
is_linear=0
shrinkage=0.06


Tree=186
num_leaves=12
num_cat=0
split_feature=66 27 32 143 45 123 4 34 45 46 26
split_gain=0.180367 0.320744 0.232213 0.199454 0.624693 0.569287 0.718517 0.548634 0.526302 0.564657 0.950231
threshold=0.0060143163427710542 0.0011980500421486797 0.000490355829242617 0.0034400182776153092 0.0010263677686452868 0.021960759535431865 0.00039601318712811922 0.032603342086076743 0.000490355829242617 0.0010918468469753864 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 8 6 -1 -8 9 -5 -11
right_child=1 2 -4 4 -6 -7 7 -9 -10 10 -12
leaf_value=0.00036164890459683489 -0.0074284908301055471 0.0023531071676185832 -0.0032303443753812699 -0.00378425795449244 0.00053563598358550863 0.0058168728085791731 -0.0010467590960706963 -0.0057629578386745404 -0.0025608592534513042 3.6939683768940983e-05 0.0085092107927950654
leaf_weight=2052.0196499824524 31.874839544296265 51.12553882598877 56.393946886062622 93.851683378219604 4718.9220143556595 53.916987299919128 1594.5741022825241 94.033976674079895 475.38819372653961 280.48633921146393 57.412560105323792
leaf_count=951 26 28 46 56 2383 20 756 63 285 150 16
internal_value=0 -0.00214248 -0.000575412 3.17018e-05 0.000258433 -0.000304466 -0.000392698 -0.00130939 -0.00118357 0.000332918 0.00147647
internal_weight=0 139.394 107.519 9420.61 5626.06 3794.54 3740.63 1688.61 907.139 431.751 337.899
internal_count=4780 100 74 4680 2890 1790 1770 819 507 222 166
is_linear=0
shrinkage=0.06


Tree=187
num_leaves=12
num_cat=0
split_feature=125 112 143 80 107 86 11 50 118 83 30
split_gain=0.184788 0.700014 0.471018 0.765123 0.442641 0.532874 0.40583 0.371765 0.444313 0.412494 0.368186
threshold=0.020035739988088611 0.00062670491752214741 0.0021592099219560628 0.0028552538715302949 0.0079489401541650313 0.00017767510871635753 0.0035485138650983576 0.021960759535431865 0.010829726699739696 0.0020292587578296666 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 10 -5 8 -7 -10 -2
right_child=1 2 3 6 -6 7 -8 -9 9 -11 -12
leaf_value=8.3455978208027946e-05 -0.0043261668810159817 0.00031357247109912631 -0.0081450075695955575 0.0014087253478752451 0.0054472597361319109 -0.0019437526237912038 -0.0060356025615357235 0.0073564613889568102 -0.0015557593081779826 0.0057456133451263278 0.00089622323200378036
leaf_weight=8690.1865967512131 130.63034439086914 105.19977056980133 109.60680985450745 76.323721647262573 58.116684436798096 112.42330718040466 40.274233818054199 35.709950089454651 42.204313516616821 81.931667447090149 77.392432570457458
leaf_count=4324 86 31 62 28 20 78 26 12 31 36 46
internal_value=0 -0.000833797 -0.00300334 -0.00454592 0.000501613 -9.68246e-05 -0.00116263 0.00165007 0.00078866 0.00326326 -0.00238324
internal_weight=0 869.813 331.405 226.205 538.409 480.292 116.598 272.269 236.559 124.136 208.023
internal_count=4780 456 147 116 309 289 54 157 145 67 132
is_linear=0
shrinkage=0.06


Tree=188
num_leaves=12
num_cat=0
split_feature=141 125 93 51 71 25 67 95 52 145 104
split_gain=0.174741 0.508005 0.489219 0.391293 0.527538 0.52727 0.731083 0.92148 0.929117 0.820936 0.757623
threshold=0.0013986918493174019 0.04273676127195359 0.0023699469165876512 0.0092791137285530585 0.045367386192083366 0.00017767510871635753 0.00017767510871635753 0.0031340263085439806 0.0015349716995842757 0.00080172589514404546 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 7 -7 9 -9 -8
right_child=1 2 -4 4 -6 6 10 8 -10 -11 -12
leaf_value=-0.00034994451418361868 -0.00056649324513690378 -0.00019645230056462127 -0.0051661329462448849 -0.0017750886403315972 0.0016249882592637998 0.0027732338300124984 -0.00026821549619927517 -0.0014642549956935087 -0.0015896561634509423 0.0082533119102731582 0.0033498585703910467
leaf_weight=3341.4241099357605 1241.2095165252686 172.99190235137939 121.31948363780975 626.33794832229614 222.6841436624527 1131.2381200790405 1919.8669588565826 53.395156264305115 420.19515335559845 75.619597315788269 233.71774196624756
leaf_count=1715 526 100 51 391 96 450 1083 23 216 24 105
internal_value=0 0.000188036 -0.00224503 0.000308908 -0.000883306 0.000508349 0.000856313 0.00179425 -0.000222206 0.00423152 0.000124436
internal_weight=0 6218.58 294.311 5924.26 849.022 5075.24 3834.03 1680.45 549.21 129.015 2153.58
internal_count=4780 3065 151 2914 487 2427 1901 713 263 47 1188
is_linear=0
shrinkage=0.06


Tree=189
num_leaves=12
num_cat=0
split_feature=92 124 60 123 116 50 34 149 88 88 34
split_gain=0.19493 0.516403 1.04684 0.547841 0.539869 0.495672 0.8568 0.495136 0.72032 0.465726 0.539348
threshold=0.00043393640953581786 0.000490355829242617 0.0070226341485977182 0.0031340263085439806 0.0056525857653468856 0.00899649551138282 0.00055427959887310873 0.041476719081401832 0.0010918468469753864 0.0012745757703669371 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 -3 -7 -2 -9 10 -1
right_child=7 3 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=0.0010088917017435346 3.0331788284331729e-05 -0.0015976088280759732 -0.0065576186726473253 0.0024021421751748416 0.00064071181529495381 0.002342790442037983 -0.0066501087527329012 0.00088378017366713051 0.0067049160972283807 0.0038305264382713098 -0.0017544293152407465
leaf_weight=989.20959079265594 6286.7505382299423 606.87990689277649 76.166477203369141 126.06606066226959 255.80998742580414 47.787210464477539 188.92932212352753 395.78319275379181 94.870296597480774 149.49140822887421 342.25584089756012
leaf_count=341 3333 358 45 72 147 15 113 131 26 50 149
internal_value=0 -0.000422832 0.000302289 -0.00134419 -0.00177378 -0.00250594 -0.00483466 0.000173602 0.00200933 0.000655098 0.000298575
internal_weight=0 2782.6 1557.12 1225.47 1099.41 843.596 236.717 6777.4 490.653 1480.96 1331.47
internal_count=4780 1290 585 705 633 486 128 3490 157 540 490
is_linear=0
shrinkage=0.06


Tree=190
num_leaves=12
num_cat=0
split_feature=88 105 88 117 11 39 51 99 129 30 13
split_gain=0.173402 0.449097 0.558894 0.562967 0.442083 0.449486 0.447314 1.10566 0.41688 0.395727 0.370186
threshold=0.0062037324532866487 0.0041444667149335155 0.00747153488919139 0.0056525857653468856 0.00747153488919139 0.00040826165059115743 0.00066645268816500913 0.00017767510871635753 0.0011261500185355546 0.0031340263085439806 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 7 -2 -7 -5 -6
right_child=1 2 3 9 10 8 -8 -9 -10 -11 -12
leaf_value=-0.00011477987953094359 -0.0023131626303207783 0.0076750544959311015 0.0035236998084600402 -0.0047547968750288111 0.0034651263233102616 -0.0054670465169334567 -0.0021186257116735832 0.0074553915608063055 -0.00090945100118785475 0.0024401781116620905 -0.0005421177052939393
leaf_weight=7955.0030119419098 73.192735433578491 61.272719502449036 173.33144009113312 69.175331592559814 207.81543481349945 82.660840630531311 83.000378370285034 96.982669591903687 573.69701409339905 45.699886322021484 138.16836988925934
leaf_count=3762 46 26 90 53 101 64 54 38 420 27 99
internal_value=0 0.000568895 0.00247122 0.00136489 3.93731e-05 -0.000655028 0.0014926 0.00325392 -0.00148343 -0.00189248 0.00186484
internal_weight=0 1605 349.479 288.207 1255.52 909.534 253.176 170.175 656.358 114.875 345.984
internal_count=4780 1018 196 170 822 622 138 84 484 80 200
is_linear=0
shrinkage=0.06


Tree=191
num_leaves=12
num_cat=0
split_feature=97 35 147 59 100 9 19 149 19 100 11
split_gain=0.178431 0.180835 0.484372 0.810006 0.614201 0.523226 0.466998 0.444227 0.384854 0.331206 0.452457
threshold=0.091400381177663817 0.016164712607860569 0.0027679565828293566 0.00064626874518580746 0.0028552538715302949 0.00044738779251929378 0.04673989117145539 0.012636432424187662 0.086341444402933135 0.0058306583669036635 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 -5 7 9 -1 10 -4
right_child=-2 2 6 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-5.3919108150300061e-06 -0.0030094758682647996 0.0032702581187443124 -0.0012426848766677069 0.00034320648057274429 -0.0072259714235623218 0.0070716486453832822 0.0067092573268122671 0.0058669561256416806 -0.0031116599919278716 -0.0056628655077797033 0.0052085412031310958
leaf_weight=8534.1256785392761 70.401286959648132 38.865985155105591 369.8238365650177 60.046764135360718 41.500189185142517 135.4840681552887 33.258039355278015 35.188119053840637 146.04593312740326 51.490125417709351 43.769806623458862
leaf_count=4183 54 18 240 25 27 42 10 15 102 42 22
internal_value=0 2.23266e-05 0.000880044 0.00292111 -0.00214988 0.00500537 -0.000175427 -0.00063312 -5.76556e-05 -0.00112491 -0.000559964
internal_weight=0 9489.6 809.427 275.897 80.3662 195.531 533.53 500.272 8680.17 465.084 413.594
internal_count=4780 4726 441 112 45 67 329 319 4285 304 262
is_linear=0
shrinkage=0.06


Tree=192
num_leaves=12
num_cat=0
split_feature=84 93 24 70 51 3 143 17 132 125 92
split_gain=0.180711 0.452867 0.588534 0.763484 0.655237 0.956048 0.647313 0.427816 0.406979 0.508877 0.516217
threshold=0.0012357163941487672 0.0058306583669036635 0.0044099434744566688 0.0084566329605877417 0.0020932231564074759 0.00057154725072905432 0.00899649551138282 0.00017767510871635753 0.0010263677686452868 0.04273676127195359 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 4 6 -3 -6 -4 -5 -2 10 -10
right_child=1 2 3 7 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00013951396825596541 -0.0010603607323298127 0.0019623859797134112 0.0025426449410642792 0.0042575737810549756 0.0021608747457831957 -0.0093225410855649199 0.0094198214406390687 -0.0029458547546564024 -0.00064701243497351888 0.0086038009149280708 0.0026860946090757334
leaf_weight=7433.750736117363 754.64857757091522 201.29602253437042 99.252287030220032 49.534996867179871 49.534996867179871 55.167991518974304 97.844038367271423 74.054104208946228 448.3100289106369 29.762466549873352 266.843585729599
leaf_count=3628 434 58 33 13 13 45 25 33 328 14 156
internal_value=0 0.000487766 0.00184229 0.0036384 -4.00212e-05 -0.00388974 0.00595666 -5.86923e-05 -7.83057e-05 0.00091658 0.000596662
internal_weight=0 2126.25 626.684 320.685 305.999 104.703 197.096 123.589 1499.56 744.916 715.154
internal_count=4780 1152 220 104 116 58 58 46 932 498 484
is_linear=0
shrinkage=0.06


Tree=193
num_leaves=12
num_cat=0
split_feature=136 133 1 113 15 81 106 8 129 149 44
split_gain=0.186924 0.236943 0.451213 0.448586 0.493503 0.588606 0.87029 0.42873 0.662926 0.77698 0.64066
threshold=0.013032016810029747 0.0015349716995842757 0.091400381177663817 0.0011980500421486797 0.0068083447404205808 0.0044099434744566688 0.0084566329605877417 0.0013560238294303419 0.0038949446752667431 0.0026012937305495147 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 8 10 -10 -3
right_child=-2 7 -4 4 5 6 -8 -9 9 -11 -12
leaf_value=0.00022009571817383457 0.002716458735169471 0.001269197535604404 -0.005873495800295267 -0.0039353858093410955 -0.0017070284659028482 -0.0037921666933179634 0.0060085313073692274 -5.1451684595664025e-05 0.0020775330521874357 0.011219204564352377 -0.0032662854720312703
leaf_weight=1428.1266610622406 90.331061720848083 792.16336309909821 56.029360294342041 224.82156550884247 451.15852642059326 49.377752423286438 96.096251964569092 6081.7836009263992 111.71918284893036 47.787210464477539 130.60529553890228
leaf_count=723 36 331 32 132 207 30 27 3111 74 15 62
internal_value=0 -2.59123e-05 -0.000554957 -0.000422491 -0.00153965 -0.000636894 0.00268191 0.00014435 0.00124465 0.00481633 0.000627262
internal_weight=0 9469.67 2305.61 2249.58 821.454 596.633 145.474 7164.06 1082.28 159.506 922.769
internal_count=4780 4744 1151 1119 396 264 57 3593 482 89 393
is_linear=0
shrinkage=0.06


Tree=194
num_leaves=12
num_cat=0
split_feature=46 103 125 63 70 116 118 110 149 127 43
split_gain=0.16928 0.448051 0.636919 0.800572 0.809338 0.593824 0.520674 0.734969 0.73024 0.581724 0.440591
threshold=0.01884530205279589 0.00899649551138282 0.00090704852482303988 0.0038949446752667431 0.0016331639490090313 0.00070876078098081063 0.00042089859198313212 0.024066280573606495 0.0030382014811038975 0.0053125319536775359 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 10 8 9 -4 -8 -2
right_child=1 -3 6 4 -6 -7 7 -9 -10 -11 -12
leaf_value=0.0001162956611957624 -0.0015353741084499636 -0.0058230040951906294 -0.0016931465382077492 0.00014777608962855785 0.0097819233126057292 -0.0017695907888234184 -0.0016962662734759093 0.0080319898729715646 -0.0092028527163106992 0.0026574794193956219 0.004563334794262003
leaf_weight=7886.7071466445923 63.202799201011658 56.029360294342041 169.67862284183502 57.255315661430359 69.48982048034668 270.15686523914337 623.33915770053864 34.483994722366333 64.271510124206543 134.28316164016724 131.10207772254944
leaf_count=3881 31 32 111 33 19 145 368 11 49 65 35
internal_value=0 -0.000548135 -0.000365389 0.00120323 0.00542983 4.98548e-05 -0.00126922 -0.000534675 -0.00375624 -0.000924596 0.00257957
internal_weight=0 1673.29 1617.26 591.207 126.745 464.462 1026.06 792.106 233.95 757.622 194.305
internal_count=4780 899 867 263 52 211 604 444 160 433 66
is_linear=0
shrinkage=0.06


Tree=195
num_leaves=12
num_cat=0
split_feature=127 58 77 72 35 44 150 106 58 15 62
split_gain=0.171445 0.504782 0.677892 0.526542 0.604039 0.880598 0.5624 0.514439 0.492761 0.719904 0.392311
threshold=0.0021592099219560628 0.0081988852471113222 0.00082683752407319855 0.0020932231564074759 0.0081988852471113222 0.001792412775103003 0.0013560238294303419 0.0046923852059990176 0.0062037324532866487 0.023343417793512348 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 6 -3 10 9 -2 -5
right_child=1 3 -4 7 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00013194578392273408 0.0027826866365305513 -0.0020582990885234798 -0.00077062616548826714 -0.0055549952606732123 0.005038171906912265 0.00053350228148360914 -0.011546225488789773 -0.007387346031282405 0.0074926903068157809 -0.0030519800436369401 0.0011598999697530336
leaf_weight=7529.5575480461121 302.50343811511993 47.265379428863525 987.89458620548248 54.281573891639709 58.638515472412109 206.56443059444427 42.908437848091125 102.09383320808411 52.50873863697052 101.72924661636353 74.054104208946228
leaf_count=3713 120 18 590 34 17 76 35 73 12 59 33
internal_value=0 -0.000489299 0.000113129 -0.00197493 -0.000526436 -0.00162606 -0.00657305 -0.00420884 0.00202462 0.00131433 -0.00168027
internal_weight=0 2030.44 1444.64 585.806 355.377 296.738 90.1738 230.43 456.741 404.233 128.336
internal_count=4780 1067 781 286 146 129 53 140 191 179 67
is_linear=0
shrinkage=0.06


Tree=196
num_leaves=12
num_cat=0
split_feature=103 71 138 75 49 88 21 19 15 68 46
split_gain=0.173402 0.202356 0.45735 0.52718 0.45369 0.626774 0.509112 0.469387 0.479283 0.788342 0.609391
threshold=0.099559046328067793 0.045367386192083366 0.0037758676335215573 0.0023699469165876512 0.00077738583786413084 0.0062037324532866487 0.0011261500185355546 0.00060774214216507982 0.0044099434744566688 0.0027679565828293566 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 7 -6 -3 9 10 -9
right_child=-2 2 3 -5 6 -7 -8 8 -10 -11 -12
leaf_value=-0.00018011498328051218 0.0022640495235171369 -0.0011398629984299103 -0.0073974060726755371 0.0010778805249298819 0.0010856023867250456 0.0063312073537358255 -0.0083638069771882345 0.0018478527394781127 0.0019559731119057821 -0.0063727458419635301 -0.0031324542691660274
leaf_weight=7280.7749012708664 120.25077271461487 411.90290582180023 55.507529258728027 50.421414494514465 40.613771557807922 72.64585554599762 41.500189185142517 348.51781332492828 952.27368533611298 67.062958598136902 118.52803516387939
leaf_count=3928 33 151 35 24 16 25 27 113 328 41 59
internal_value=0 -2.88412e-05 0.000481304 -0.00336323 0.000679667 0.000861722 -0.00369011 0.00065241 0.00114908 -0.000289546 0.000583938
internal_weight=0 9439.75 2158.97 105.929 2053.05 1970.93 82.114 1898.29 1486.38 534.109 467.046
internal_count=4780 4747 819 59 760 717 43 692 541 213 172
is_linear=0
shrinkage=0.06


Tree=197
num_leaves=12
num_cat=0
split_feature=92 46 23 50 5 11 101 141 104 42 116
split_gain=0.16872 0.583897 0.864073 0.482076 0.412357 0.467941 0.664056 0.972436 0.910803 0.828124 0.809924
threshold=0.00043393640953581786 0.0095705352723598498 0.017724351026117805 0.021960759535431865 0.014740333426743748 0.00070876078098081063 0.0013146653072908523 0.0005893622583243997 0.012636432424187662 0.001792412775103003 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 8 -8 9 -7 -10
right_child=-2 2 -4 -5 -6 6 7 -9 10 -11 -12
leaf_value=0.0010681542556354123 0.00016151004865088873 -0.0044777295637876855 0.0012417937979737274 -0.01319215231245449 -0.0034594586483841575 -0.00094784250820267825 -0.0053639817858480311 0.0017381186652706765 -0.0024712953185202866 -0.0053202184534689705 0.0042176291265468803
leaf_weight=938.00195407867432 6777.4040275812149 77.574725866317749 77.027845978736877 32.396670579910278 129.56163346767426 344.02867615222931 79.322512269020081 555.10729277133942 116.59795546531677 285.23291623592377 147.74362182617188
leaf_count=402 3490 53 32 23 68 171 51 213 54 171 52
internal_value=0 -0.00039338 -0.0036315 -0.00704493 -0.000160091 1.32529e-05 -0.000634311 0.000850146 -0.00168823 -0.00292976 0.00126722
internal_weight=0 2782.6 186.999 109.971 2595.6 2466.03 1528.03 634.43 893.603 629.262 264.342
internal_count=4780 1290 108 76 1182 1114 712 264 448 342 106
is_linear=0
shrinkage=0.06


Tree=198
num_leaves=12
num_cat=0
split_feature=28 14 99 14 68 106 140 21 142 81 1
split_gain=0.169535 0.372227 0.578208 0.832555 0.651024 0.655593 0.506031 0.61361 0.534761 0.753151 0.964402
threshold=0.0020292587578296666 0.00040826165059115743 0.00040826165059115743 0.00055427959887310873 0.011169348377734424 0.013439828064292671 0.05109804309904576 0.002945306478068233 0.036783467978239066 0.0013146653072908523 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 -8 9 10 -5
right_child=-2 2 3 6 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00033578685422993633 0.00044199833402934523 -0.0019172436784692197 -0.0068636086849855138 0.0048629287355815487 0.00084826478652377216 0.0014229774399354927 0.00057841301438832078 0.0080797979560491492 -0.0064960756216969626 -0.0002794593751725654 -0.0035708951146839803
leaf_weight=3216.6229561567307 2354.6163321733475 852.54271364212036 160.05327320098877 220.57177066802979 98.912749290466309 43.769806623458862 106.08618819713593 62.316381573677063 45.360348582267761 2336.466343998909 62.680968165397644
leaf_count=1346 1328 507 110 84 43 22 42 20 37 1207 34
internal_value=0 -0.000144439 -0.000531703 -0.000155061 -0.00314583 -0.00508411 0.00016448 0.00335426 -3.70773e-05 7.476e-05 0.00299661
internal_weight=0 7205.38 3988.76 3136.22 302.736 203.823 2833.48 168.403 2665.08 2619.72 283.253
internal_count=4780 3452 2106 1599 175 132 1424 62 1362 1325 118
is_linear=0
shrinkage=0.06


Tree=199
num_leaves=12
num_cat=0
split_feature=29 79 108 146 88 45 78 29 142 45 94
split_gain=0.165877 0.297557 0.467942 0.408475 0.363247 0.289221 0.583591 0.684623 0.599776 0.48676 0.659918
threshold=0.00017767510871635753 0.00082683752407319855 0.007706565549597145 0.00017767510871635753 0.0010918468469753864 0.00017767510871635753 0.0036604277556762104 0.0032328735105693345 0.00017767510871635753 0.0010263677686452868 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 7 8 -2 10 -7
right_child=5 2 -4 4 -6 9 -8 -9 -10 -11 -12
leaf_value=-0.00048744366606347646 0.0045833132912375934 -0.0011904451782966082 0.0052356585040150378 -0.012501260541401294 -0.0032088261547404337 -0.0042253191077243797 -0.0011403342892500118 0.0047545630107126329 -0.001923225752066673 0.00013590008373177859 -0.00051069091625454907
leaf_weight=75.98418390750885 75.097766280174255 227.29852509498596 49.717290163040161 25.745062708854675 36.778661012649536 210.97146987915039 248.2970107793808 233.84993755817413 158.95951342582703 7281.1283416748047 936.17206978797913
leaf_count=38 27 158 20 21 30 107 158 64 68 3596 493
internal_value=0 -0.00117246 -3.71231e-05 -0.00344313 -0.00703512 5.32763e-05 0.00121082 0.00245847 0.000164411 -4.50876e-05 -0.00119385
internal_weight=0 415.524 277.016 138.508 62.5237 9144.48 716.204 467.907 234.057 8428.27 1147.14
internal_count=4780 267 178 89 51 4513 317 159 95 4196 600
is_linear=0
shrinkage=0.06


Tree=200
num_leaves=12
num_cat=0
split_feature=80 137 42 94 5 51 75 44 110 146 44
split_gain=0.171598 0.721878 0.79825 0.750704 0.781405 0.822427 0.796866 0.789519 0.849224 0.686077 0.58519
threshold=0.0046923852059990176 0.00037263428384903824 0.00075379351619631063 0.0070226341485977182 0.0026833302108570938 0.0034400182776153092 0.0036604277556762104 0.0033348383149132137 0.00899649551138282 0.015675474889576439 0.013439828064292671
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 7 8 -2 -8 -4
right_child=1 2 10 -5 5 -7 9 -9 -10 -11 -12
leaf_value=0.00015880358608867922 -0.0024677016183498311 0.003276951090276624 -0.0009657924101958206 -0.0050446473139344134 -0.00095406171995706356 0.0064248305268036193 -0.0006595887435725499 -0.0046404855754359703 0.0042663131651164482 0.0067839513639860183 0.0023476574801470449
leaf_weight=6876.3738259077072 236.19470155239105 300.7556517124176 845.13688373565674 178.26031041145325 121.31948363780975 98.548162698745728 149.35921263694763 347.91388440132141 94.34846556186676 63.542336940765381 248.24691307544708
leaf_count=3420 131 122 453 118 51 29 91 205 29 21 110
internal_value=0 -0.000406909 0.000539497 -0.00143012 -0.000850291 0.00235327 -0.0016405 -0.00264545 -0.000545581 0.001562 -0.000213491
internal_weight=0 2683.63 1394.14 1289.49 1111.23 219.868 891.359 678.457 330.543 212.902 1093.38
internal_count=4780 1360 685 675 557 80 477 365 160 112 563
is_linear=0
shrinkage=0.06


Tree=201
num_leaves=12
num_cat=0
split_feature=122 122 25 71 51 150 78 37 135 50 29
split_gain=0.170338 0.182386 0.716997 0.441985 0.605467 0.892556 0.803483 0.697489 0.433971 0.39583 0.38437
threshold=0.031632266007363803 0.0019672545604407792 0.00042089859198313212 0.045367386192083366 0.0044099434744566688 0.0013560238294303419 0.029773407615721229 0.0012745757703669371 0.0010918468469753864 0.012636432424187662 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 5 -4 7 8 -7 -3 -6
right_child=-2 2 3 -5 10 6 -8 -9 -10 -11 -12
leaf_value=-6.6143750236352474e-05 -0.0034242961371799686 0.00047277361707810032 -0.0030304755023415203 0.0045713764713278494 0.0033339384454766246 0.00068795914145243909 0.010437932980961115 -0.0023735882611187133 0.0071017394390656512 -0.0046874769239656144 -0.0039841616671031357
leaf_weight=8609.820422410965 52.011956453323364 103.47703301906586 89.312448501586914 157.36897146701813 33.440332651138306 62.498674869537354 53.916987299919128 76.870601534843445 96.800376296043396 110.83276522159576 113.64926254749298
leaf_count=4279 39 57 66 53 17 27 20 49 31 63 79
internal_value=0 1.87321e-05 0.00083235 0.00178136 0.000947413 0.00221432 0.0038291 0.00232032 0.00458539 -0.00219591 -0.00232042
internal_weight=0 9507.99 898.167 683.858 526.489 379.399 290.087 236.17 159.299 214.31 147.09
internal_count=4780 4741 462 342 289 193 127 107 58 120 96
is_linear=0
shrinkage=0.06


Tree=202
num_leaves=12
num_cat=0
split_feature=33 34 140 124 40 146 103 114 24 82 135
split_gain=0.17039 0.428317 0.643641 0.687337 0.624718 0.995693 0.547723 0.478289 0.433277 0.400644 0.3969
threshold=0.00093549740267917525 0.0068083447404205808 0.016164712607860569 0.0015349716995842757 0.0056525857653468856 0.0036604277556762104 0.016164712607860569 0.0025217677466571335 0.00060774214216507982 0.024066280573606495 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 9 -4 -5 10 -1
right_child=-2 2 7 8 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00048628900097100701 -0.00018966816106252818 0.00048934399366930292 -0.0027680818198672946 0.0040171125432711535 -0.00072801211360114715 0.0086592048618533684 0.0054020876893161327 0.0044502166419183612 -0.0018019723022392204 -0.0048789779313189018 0.0011691093645313279
leaf_weight=1868.716371178627 6125.6104565858841 80.183881044387817 157.23677587509155 68.628451704978943 63.385092496871948 162.61233067512512 65.811954379081726 41.83972692489624 140.09844958782196 62.680968165397644 723.19537365436554
leaf_count=1031 3020 38 94 32 38 47 16 17 104 34 309
internal_value=0 0.000338294 0.00164621 0.00276636 0.00457633 0.00596109 -4.97678e-06 -0.00125102 0.000111316 -0.000139027 -2.43996e-05
internal_weight=0 3434.39 713.985 514.908 306.181 242.796 2720.4 199.077 208.727 2654.59 2591.91
internal_count=4780 1760 370 259 123 85 1390 111 136 1374 1340
is_linear=0
shrinkage=0.06


Tree=203
num_leaves=12
num_cat=0
split_feature=128 14 32 101 96 30 10 118 147 147 9
split_gain=0.15705 0.179635 0.408703 0.588235 0.890965 0.518547 0.474767 0.7016 0.548157 0.479931 0.503106
threshold=0.05109804309904576 0.002945306478068233 0.00087947337306104611 0.0011261500185355546 0.0018488886416889729 0.0022975050378590827 0.0066005610860884198 0.00085274505545385193 0.0013146653072908523 0.0022975050378590827 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -4 9 -9 -8 -11
right_child=-2 2 6 4 -6 -7 7 8 -10 10 -12
leaf_value=-0.00012212634990951197 -0.0022380193130772147 0.00037478265412636407 -0.00083281322161130598 0.0088744269084698856 -0.00033547945513568437 0.0021229711614720111 -0.0078847585311745717 0.0076522329808718561 0.0016949050843983646 -0.0039816998836196384 0.0046161213906586798
leaf_weight=7144.8149049282074 111.56193840503693 543.9915965795517 1018.3611770868301 111.85137844085693 117.82391083240509 64.611047863960266 37.30049204826355 72.463562250137329 238.98615002632141 51.490125417709351 46.743548393249512
leaf_count=3430 91 293 608 33 55 39 27 18 123 42 21
internal_value=0 2.64253e-05 0.000487166 0.0015438 0.00370475 0.00640241 -0.000117302 0.00151284 0.00308097 -0.00209061 0.000109491
internal_weight=0 9448.44 2303.62 838.278 294.286 176.462 1465.35 446.984 311.45 135.534 98.2337
internal_count=4780 4689 1259 420 127 72 839 231 141 90 63
is_linear=0
shrinkage=0.06


Tree=204
num_leaves=12
num_cat=0
split_feature=127 99 102 20 8 8 44 110 107 69 9
split_gain=0.160047 0.47833 0.525153 0.525047 0.492999 0.673568 0.589215 0.714843 1.12701 0.777081 1.26086
threshold=0.0021592099219560628 0.034632634371519096 0.0016846025246195497 0.0010263677686452868 0.014293605927377941 0.0013560238294303419 0.00017767510871635753 0.0014881226234138014 0.004017772153019906 0.00046126570669002836 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 -2 -7 9 -9 -8 -11
right_child=1 3 -4 -5 -6 6 7 8 -10 10 -12
leaf_value=0.00012748409660641436 -0.0015854271778429131 -0.0071430629463984079 -0.0014236799451990113 0.0012571290601627247 -0.0035559568616807514 -0.0028565975057601055 0.0065903375267602092 -0.0069219175056503927 0.0022888812251711296 -0.0020405641697841038 0.0079602068796780379
leaf_weight=7529.5575480461121 271.54006505012512 76.166477203369141 794.79061579704285 41.317895889282227 94.373514413833618 83.339916110038757 210.58183443546295 63.567385792732239 193.07892155647278 132.7176685333252 68.967989444732666
leaf_count=3713 129 45 501 20 53 44 69 45 65 74 22
internal_value=0 -0.000472754 -0.000244532 -0.00418881 0.000593604 0.000976111 0.00190075 0.00249346 7.50651e-06 0.00404103 0.00137928
internal_weight=0 2030.44 1912.96 117.484 1118.17 1023.79 752.254 668.914 256.646 412.267 201.686
internal_count=4780 1067 1002 65 501 448 319 275 110 165 96
is_linear=0
shrinkage=0.06


Tree=205
num_leaves=12
num_cat=0
split_feature=115 19 124 26 87 59 95 107 50 149 51
split_gain=0.159963 0.500273 0.566174 0.615562 0.747745 0.698479 0.784214 0.623838 0.594259 0.559025 0.520103
threshold=0.00017767510871635753 0.04673989117145539 0.0010585968848317864 0.00073092587990686308 0.0034400182776153092 0.0030382014811038975 0.00087947337306104611 0.0068083447404205808 0.00244467705488205 0.00060774214216507982 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5 -6 -4 -7
right_child=-2 -3 9 5 8 10 -8 -9 -10 -11 -12
leaf_value=-0.00012684043849858339 0.00014124798250938258 -0.0045918558542909155 -0.00026127176277182415 -0.0084714743081074646 0.00069857088417590407 0.0091958944111796403 0.0031813338738387047 0.00015475898677526752 -0.0072753314940187134 -0.0074606332515896418 0.0026241739373271448
leaf_weight=1510.7443553209305 7181.4474676847458 99.45962917804718 80.366174340248108 54.099280595779419 50.943245530128479 59.160346508026123 119.02481734752655 68.263865113258362 99.095042586326599 75.122815132141113 162.2727929353714
leaf_count=578 3823 64 45 27 21 14 32 18 50 51 57
internal_value=0 -0.000426463 -0.000244685 1.12076e-05 -0.000528055 0.00194629 -0.000286172 -0.00365908 -0.00456791 -0.00373957 0.00437994
internal_weight=0 2378.55 2279.09 2123.6 1660.78 462.821 241.388 122.363 150.038 155.489 221.433
internal_count=4780 957 893 797 649 148 77 45 71 96 71
is_linear=0
shrinkage=0.06


Tree=206
num_leaves=12
num_cat=0
split_feature=101 46 77 125 17 136 5 10 93 12 143
split_gain=0.154658 0.639957 0.521428 0.589908 0.562454 0.482237 0.477988 0.459326 0.573345 0.386643 0.38888
threshold=0.018276390619575981 0.00046126570669002836 0.00096484774257987748 0.0031340263085439806 0.0087224207818508166 0.0003614811430452392 0.00075379351619631063 0.0011615398107096555 0.00096484774257987748 0.00040826165059115743 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 6 9 -6 -4 -5 -9 10 -3
right_child=1 2 3 7 5 -7 -8 8 -10 -11 -12
leaf_value=6.7246263923950389e-05 -0.0076159345435808283 0.00049879557816243049 -0.0013342109282549542 0.0039577118882062941 -0.0078083013804854237 0.0027857883446894736 -0.00806036189339885 0.0026530855876816537 -0.0057207359124938698 -0.0014243833883523524 0.0063916211287399468
leaf_weight=8871.188257932663 47.108134984970093 63.202799201011658 74.940521836280823 74.054104208946228 38.004616379737854 26.084600448608398 77.235188126564026 52.351494193077087 67.245251893997192 57.255315661430359 111.32954740524292
leaf_count=4386 35 31 44 33 31 11 63 29 48 33 36
internal_value=0 -0.000866063 -0.000370548 -0.00195255 0.00147853 -0.00349646 -0.004748 0.000244179 -0.00205523 0.00285411 0.00425767
internal_weight=0 688.812 641.703 345.827 295.877 64.0892 152.176 193.651 119.597 231.788 174.532
internal_count=4780 394 359 217 142 42 107 110 77 100 67
is_linear=0
shrinkage=0.06


Tree=207
num_leaves=12
num_cat=0
split_feature=94 27 80 83 25 56 32 4 61 100 149
split_gain=0.15576 0.853612 0.667611 0.646223 0.620334 0.469605 0.602656 0.445933 0.414443 0.400412 0.303637
threshold=0.012252715881913902 0.00090704852482303988 0.0041444667149335155 0.018276390619575981 0.022641776129603389 0.00047558375808876013 0.00017767510871635753 0.00747153488919139 0.0034400182776153092 0.010829726699739696 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 -8 -10 -4
right_child=1 2 10 -5 -6 -7 7 -9 9 -11 -12
leaf_value=8.6757996089069351e-05 -0.0069906548949727199 0.0026017113142620964 -0.0020904795647800696 0.0047671117720640291 0.0066576943575917024 0.0022536478476831152 -0.0047589442066109438 0.0034620570495563245 -0.0038081914121129291 0.0039632516643335848 -0.0079615676096634926
leaf_weight=8472.7207634449005 71.966780066490173 98.912749290466309 196.28505432605743 115.00741350650787 45.517593026161194 155.64623391628265 232.35959100723267 38.161860823631287 49.560045719146729 46.039424061775208 37.822323083877563
leaf_count=4198 45 43 119 39 20 79 145 14 37 17 24
internal_value=0 -0.00067607 -0.000228483 0.000613762 -0.000103242 -0.000599056 -0.00155385 -0.00267654 -0.00339083 -6.55685e-05 -0.00303901
internal_weight=0 1087.28 1015.31 781.205 666.197 620.68 465.034 366.121 327.959 95.5995 234.107
internal_count=4780 582 537 394 355 335 256 213 199 54 143
is_linear=0
shrinkage=0.06


Tree=208
num_leaves=12
num_cat=0
split_feature=136 61 82 138 92 80 44 144 12 17 20
split_gain=0.158555 0.260226 0.410808 0.521652 0.469822 0.56071 0.556364 0.342247 0.204295 0.531502 0.572685
threshold=0.013032016810029747 0.012636432424187662 0.00047558375808876013 0.00039601318712811922 0.017188700847327713 0.0036604277556762104 0.0028552538715302949 0.00082683752407319855 0.024810968898236755 0.00040826165059115743 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 5 6 -4 -5 -1 -10 -11
right_child=-2 2 3 7 -6 -7 -8 -9 9 10 -12
leaf_value=-7.2365672674546926e-06 0.0025018505037299366 -0.0048685636340223401 -0.0021233485712387886 -0.0080184328841468745 0.0066226766375732287 -0.0053333535856383658 0.0042485674750168253 -0.0016570177196876515 -0.0010025007569720785 0.0071487110604587407 0.00081183523028038537
leaf_weight=8526.9271907806396 90.331061720848083 95.442225337028503 88.583275318145752 41.682482481002808 44.291637659072876 56.733484625816345 111.32954740524292 112.94513821601868 180.03314566612244 87.539613246917725 124.16102981567383
leaf_count=4160 36 71 38 34 19 36 36 75 140 44 91
internal_value=0 -2.38651e-05 -0.00128927 -0.000539402 0.000915961 -6.88956e-05 0.00142511 -0.00337184 5.43136e-05 0.00139409 0.00343218
internal_weight=0 9469.67 551.008 455.566 300.938 256.646 199.913 154.628 8918.66 391.734 211.701
internal_count=4780 4744 309 238 129 110 74 109 4435 275 135
is_linear=0
shrinkage=0.06


Tree=209
num_leaves=12
num_cat=0
split_feature=46 127 133 36 102 110 118 145 92 19 97
split_gain=0.147855 0.633105 0.557968 0.674576 0.527439 0.698484 0.837112 0.833544 1.37408 0.846324 0.785017
threshold=0.0070226341485977182 0.0036604277556762104 0.0095705352723598498 0.0023699469165876512 0.0016846025246195497 0.015675474889576439 0.0066005610860884198 0.015675474889576439 0.0011980500421486797 0.0011615398107096555 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 -2 -10 -11
right_child=4 2 3 -5 -6 -7 -8 -9 9 10 -12
leaf_value=0.00042788757954694516 -0.0039940788912123494 -0.00041658921123823115 -0.0057674122216491135 0.001294209098889175 -0.0012655410192803263 0.00363199446568281 -0.0036646719798168197 0.0062834399327001758 -0.0021560612256145218 0.0026411493137092996 -0.0013748598018867631
leaf_weight=5312.7950968742371 250.20204162597656 732.53128325939178 170.90457820892334 68.106620669364929 1299.7840316295624 202.18244016170502 208.18002140522003 81.749374151229858 260.34922230243683 744.01156604290009 229.20355594158173
leaf_count=2518 139 368 112 35 817 69 115 29 137 302 139
internal_value=0 0.000170357 -0.00123793 -0.00375519 -0.000326829 0.00029068 -9.01941e-05 0.000385135 6.01627e-05 0.000882479 0.00169533
internal_weight=0 6284.34 971.542 239.011 3275.66 1975.88 1773.7 1565.52 1483.77 1233.56 973.215
internal_count=4780 3033 515 147 1747 930 861 746 717 578 441
is_linear=0
shrinkage=0.06


Tree=210
num_leaves=12
num_cat=0
split_feature=33 33 77 23 10 24 112 96 145 135 68
split_gain=0.150738 0.76649 0.714753 0.524438 0.608462 0.625982 0.953747 0.590291 0.504525 0.632339 0.493913
threshold=0.00093549740267917525 0.00066645268816500913 0.010500331409275534 0.0056525857653468856 0.0035485138650983576 0.014293605927377941 0.00017767510871635753 0.0020932231564074759 0.010500331409275534 0.00057154725072905432 0.024810968898236755
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 10 -5 6 -6 -8 9 -3 -1
right_child=-2 2 -4 4 5 -7 7 -9 -10 -11 -12
leaf_value=0.00091739199480853062 -0.00017839563176295497 0.0018802819076889042 -0.0025847360654151844 -0.0026415665947551945 0.0010073637539367171 0.0067027335249052727 -0.0015306458238329458 -0.00759544443776869 -0.0018899202871735059 0.0062477331619116378 -0.0058702948323300337
leaf_weight=1323.2914770841599 6125.6104565858841 296.92054116725922 97.711842775344849 489.00589835643768 584.44812369346619 47.265379428863525 209.01634132862091 79.844343304634094 67.584789633750916 199.54823613166809 39.752402782440186
leaf_count=706 3020 136 66 255 326 18 78 48 38 60 29
internal_value=0 0.000318188 0.00215292 -0.000119723 -0.000931175 -2.26208e-05 -0.000386612 -0.00320702 0.00297363 0.00363571 0.000719433
internal_weight=0 3434.39 661.765 2772.62 1409.58 920.574 873.309 288.861 564.054 496.469 1363.04
internal_count=4780 1760 300 1460 725 470 452 126 234 196 735
is_linear=0
shrinkage=0.06


Tree=211
num_leaves=12
num_cat=0
split_feature=87 136 60 118 117 9 91 81 112 93 107
split_gain=0.161753 0.650124 0.739971 0.664813 0.536876 0.6029 0.439336 0.550164 0.328106 0.283221 0.26913
threshold=0.016164712607860569 0.0011261500185355546 0.0019672545604407792 0.0023699469165876512 0.0095705352723598498 0.0018488886416889729 0.00066645268816500913 0.0031340263085439806 0.00040826165059115743 0.0017376682371832433 0.048151826485991485
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 -3 6 8 7 -2 -6 -4 -1
right_child=1 3 9 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.00010916273507436806 0.0049464820673959286 -0.0019036198139106551 0.0043174563676727879 0.0077917385398335497 -0.0072601977068110571 -0.00042912999769273869 -0.0068278630784561556 -0.0045376117454693716 -0.016145428829516001 -0.0019515189073448047 -0.0018500329191443146
leaf_weight=8872.2820177078247 46.039424061775208 49.899583458900452 61.272719502449036 51.986907601356506 31.874839544296265 25.562769412994385 45.882179617881775 42.204313516616821 28.196973443031311 44.99576199054718 259.80234241485596
leaf_count=4428 17 27 26 15 26 14 34 31 23 23 116
internal_value=0 -0.00114013 -0.00244751 0.00304337 -0.00443524 -0.0081467 -0.0020656 0.000410527 -0.0114308 0.00166307 5.34248e-05
internal_weight=0 427.915 326.029 101.886 219.76 85.6346 134.126 88.2437 60.0718 106.268 9132.08
internal_count=4780 236 194 42 145 63 82 48 49 49 4544
is_linear=0
shrinkage=0.06


Tree=212
num_leaves=12
num_cat=0
split_feature=58 36 46 81 148 112 10 61 149 88 63
split_gain=0.160896 0.597162 0.481876 0.449326 0.384016 0.43772 0.381427 0.441278 0.336769 0.555266 0.425937
threshold=0.029773407615721229 0.00096484774257987748 0.0020292587578296666 0.0010263677686452868 0.0012357163941487672 0.0013146653072908523 0.0058306583669036635 0.0016846025246195497 0.041476719081401832 0.0012745757703669371 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 -6 7 -3 -1 10 -10
right_child=1 6 3 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-2.5356966945027776e-05 -0.0043229938847274647 -0.0048394785191800804 0.00027462657652724953 -0.0051221642637222058 -0.0011145965303852973 0.0039157880753462691 0.0040558426601734025 0.0028916886862315407 0.0014891895696825144 0.0057376446970778712 -0.0029935281992579861
leaf_weight=8116.6579732894897 66.176540970802307 51.30783212184906 76.845552682876587 200.30245816707611 164.74975252151489 100.11365580558777 124.63276314735413 55.142942667007446 418.8690025806427 91.896554827690125 93.304803490638733
leaf_count=4233 30 35 25 112 83 20 40 21 119 27 35
internal_value=0 -0.000793451 -0.00177998 -0.00362578 -0.000234674 0.000786799 0.001803 -0.000834629 7.63607e-05 0.0014431 0.000672554
internal_weight=0 839.271 608.188 277.148 331.04 264.863 231.084 106.451 8720.73 604.07 512.174
internal_count=4780 366 270 137 133 103 96 56 4414 181 154
is_linear=0
shrinkage=0.06


Tree=213
num_leaves=12
num_cat=0
split_feature=84 133 5 144 128 55 70 99 101 86 118
split_gain=0.16043 0.421352 0.460799 0.721993 0.634926 0.641142 0.598941 0.681129 0.505918 0.487756 0.460139
threshold=0.0012357163941487672 0.022641776129603389 0.0044099434744566688 0.0020292587578296666 0.00060774214216507982 0.00040826165059115743 0.0084566329605877417 0.00017767510871635753 0.0026012937305495147 0.000490355829242617 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 8 6 -6 7 -2 -4 -9 -10
right_child=1 -3 3 -5 5 -7 -8 9 10 -11 -12
leaf_value=-0.00013145222202414007 0.00017694048521276626 0.0041679773726814471 -0.0074316521809064161 0.0015311637074101219 -0.0015476521755539501 0.0012527582391090376 -0.0017177431420665012 0.003385440355137046 0.0037119247838549771 0.0087639063944551666 -0.0052784244421736435
leaf_weight=7433.750736117363 157.55126476287842 104.86023283004761 92.808021306991577 128.1784336566925 583.06492388248444 594.30586433410645 105.0425261259079 188.87922441959381 39.387816190719604 89.444644093513489 42.726144552230835
leaf_count=3628 60 41 62 84 342 382 48 65 15 25 28
internal_value=0 0.000459581 0.000267206 -0.00188973 0.000647682 -0.000134079 0.00234928 0.0033294 -0.00439647 0.00511391 -0.000966
internal_weight=0 2126.25 2021.39 303.1 1718.29 1177.37 540.918 435.875 174.922 278.324 82.114
internal_count=4780 1152 1111 189 922 724 198 150 105 90 43
is_linear=0
shrinkage=0.06


Tree=214
num_leaves=12
num_cat=0
split_feature=61 147 73 115 142 118 127 149 142 20 116
split_gain=0.151915 0.523241 0.607063 0.631046 0.585605 0.548544 0.711825 0.637071 0.510249 0.50416 0.488455
threshold=0.00064626874518580746 0.00068727668258361529 0.00042089859198313212 0.00055427959887310873 0.0044099434744566688 0.00096484774257987748 0.0098710241727530974 0.0035485138650983576 0.011519505176693203 0.030689206905663017 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 -4 9 7 -7 -6 -3 -1
right_child=-2 5 4 -5 8 6 -8 -9 -10 -11 -12
leaf_value=-0.00012147033877049224 -0.00015023856296021864 -0.0018172995136586663 0.005156611842572407 -0.0048244594635350564 -0.004381144949353614 -0.00076579503469758627 0.0074173679325657584 0.0041086473803962475 0.0035756208538164466 0.0051915627347529966 0.0028649070735097424
leaf_weight=565.04713129997253 6855.1860955953598 748.17926299571991 230.17207145690918 74.758228540420532 53.395156264305115 449.98266875743866 55.142942667007446 122.88497674465179 63.542336940765381 38.865985155105591 302.84297585487366
leaf_count=180 3574 439 61 37 23 254 21 42 21 18 110
internal_value=0 0.000380771 0.00125488 0.00046498 0.00340002 -0.00041594 0.000906533 0.000279814 -5.75403e-05 -0.00147119 0.000920601
internal_weight=0 2704.81 1289.76 942.648 347.11 1415.06 628.011 572.868 116.937 787.045 867.89
internal_count=4780 1206 432 327 105 774 317 296 44 457 290
is_linear=0
shrinkage=0.06


Tree=215
num_leaves=12
num_cat=0
split_feature=67 109 114 37 12 75 83 129 17 46 45
split_gain=0.148176 0.53037 0.573393 0.615447 0.542817 0.529558 0.805917 0.668338 0.641368 0.776134 0.895617
threshold=0.00017767510871635753 0.024810968898236755 0.0092791137285530585 0.037906534969806678 0.012636432424187662 0.0013146653072908523 0.030689206905663017 0.00017767510871635753 0.0016331639490090313 0.0028552538715302949 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 9 10 -2
right_child=5 -3 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00057983383727217767 -0.0032292781084748371 -0.0017621028206125662 -0.0026624601118280583 -0.0035500964146419891 0.0062345517728543054 0.00012174633329064359 0.0054682832498136715 -0.0014220081578140483 -0.0050619969134586811 -0.0040063600824934223 0.0024722899815866383
leaf_weight=4384.6146883964539 161.25417971611023 446.82663369178772 210.49973654747009 128.70026469230652 61.97684383392334 3252.7768342494965 100.47824239730835 102.25107765197754 213.78796720504761 239.1684433221817 257.66492056846619
leaf_count=1802 87 248 158 81 30 1951 34 56 123 130 80
internal_value=0 0.000214815 0.000399391 0.00054026 0.00065865 -0.000259752 -0.00141453 0.00199301 -0.00220685 -0.00127932 0.00027759
internal_weight=0 5232.62 4785.79 4575.29 4446.59 4327.38 1074.6 202.729 871.876 658.088 418.919
internal_count=4780 2319 2071 1913 1832 2461 510 90 420 297 167
is_linear=0
shrinkage=0.06


Tree=216
num_leaves=12
num_cat=0
split_feature=58 94 84 7 144 115 70 149 92 46 28
split_gain=0.146709 0.554079 0.371 0.396059 0.495407 0.417419 0.368614 0.303585 0.861806 1.03596 0.681117
threshold=0.029773407615721229 0.00017767510871635753 0.0021592099219560628 0.00017767510871635753 0.00044738779251929378 0.00085274505545385193 0.0056525857653468856 0.016164712607860569 0.002945306478068233 0.0081988852471113222 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 -3 -5 -1 9 10 -9
right_child=1 2 -4 6 -6 -7 -8 8 -10 -11 -12
leaf_value=-7.6898898608827575e-05 -0.0055355023356543388 -0.0019636804804456982 0.0028213697137247961 -0.0048034000567157599 0.0045147771510659143 0.0026874993797445113 0.00067240029621659409 0.0015862829514979567 0.0032290503099101781 -0.0058397839725246991 -0.002432225978614483
leaf_weight=7396.121852517128 79.14021897315979 267.49761235713959 118.68527960777283 136.57782793045044 78.071508049964905 93.826634526252747 65.472416639328003 621.05144274234772 401.73067629337311 100.84282898902893 200.98153364658356
leaf_count=3957 44 112 42 84 26 32 26 188 129 48 92
internal_value=0 -0.000757664 -0.000260224 -0.000830404 0.000180599 -0.000755888 -0.00302902 7.29165e-05 0.000909432 -0.000100306 0.000603785
internal_weight=0 839.271 760.131 641.446 439.396 361.324 202.05 8720.73 1324.61 922.876 822.033
internal_count=4780 366 322 280 170 144 110 4414 457 328 280
is_linear=0
shrinkage=0.06


Tree=217
num_leaves=12
num_cat=0
split_feature=115 129 61 53 14 93 11 52 110 10 95
split_gain=0.14371 0.559786 0.419175 0.467145 0.610341 0.604346 0.563097 0.742019 0.487825 0.804706 0.485645
threshold=0.00017767510871635753 0.00057154725072905432 0.00064626874518580746 0.0020932231564074759 0.0045489775948226461 0.0058306583669036635 0.0046923852059990176 0.00096484774257987748 0.024066280573606495 0.017724351026117805 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -4 8 -8 9 -5 -9
right_child=-2 -3 3 4 -6 -7 7 10 -10 -11 -12
leaf_value=0.00083390407214220161 0.00013388006807189451 -0.0039294597653594674 -0.0064942007121687479 -0.0048984507869903491 0.0056870731814872644 -0.00025021199297690699 0.0074551483637886962 -0.0040732720685127607 0.0013558339935759965 -0.00023405537100782371 0.0014459808006066248
leaf_weight=901.85227084159851 7181.4474676847458 151.81112337112427 110.67552077770233 262.43654644489288 57.412560105323792 112.55550277233124 58.116684436798096 76.688308238983154 148.60499060153961 270.28906083106995 228.10979616641998
leaf_count=304 3823 93 80 125 16 37 20 42 39 104 97
internal_value=0 -0.000404218 -0.000163879 -0.000843071 -0.000335915 -0.00334591 -0.000667059 0.001242 -0.00168393 -0.00253188 5.73168e-05
internal_weight=0 2378.55 2226.74 1324.89 1101.66 223.231 1044.25 362.915 681.331 532.726 304.798
internal_count=4780 957 864 560 443 117 427 159 268 229 139
is_linear=0
shrinkage=0.06


Tree=218
num_leaves=12
num_cat=0
split_feature=44 102 8 3 77 104 114 1 5 57 108
split_gain=0.155291 0.378385 0.442315 0.541975 0.639978 0.706483 0.740027 0.703813 0.639255 0.62954 0.511671
threshold=0.013439828064292671 0.017724351026117805 0.000490355829242617 0.00050559637020342063 0.00096484774257987748 0.01884530205279589 0.000490355829242617 0.0079489401541650313 0.0012745757703669371 0.00055427959887310873 0.0087224207818508166
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 10 -8 -5 -6
right_child=1 -3 3 9 7 -7 8 -9 -10 -11 -12
leaf_value=-0.00011688808600309329 -0.0048480596316221349 -0.0044919399303830747 0.0026354268247088613 0.0031687045065798333 -0.0063651813879399832 -0.0039642527226077199 -0.0058903003014315232 0.0037295409333508237 0.0022745793034072421 -0.0023984848387103496 -0.0012174156953445358
leaf_weight=7749.4182430505753 51.12553882598877 53.055618524551392 557.01232361793518 483.37290370464325 117.84895968437195 91.035186052322388 77.392432570457458 61.794550538063049 62.316381573677063 86.156413435935974 169.47128069400787
leaf_count=3954 28 33 194 223 79 40 46 23 20 60 80
internal_value=0 0.000500289 0.000650993 0.00081575 5.89125e-05 0.0010066 0.00165611 -0.00207949 -0.0022484 0.00232652 -0.00332885
internal_weight=0 1810.58 1757.53 1706.4 1136.87 787.756 696.721 349.115 139.709 569.529 287.32
internal_count=4780 826 793 765 482 300 260 182 66 283 159
is_linear=0
shrinkage=0.06


Tree=219
num_leaves=12
num_cat=0
split_feature=136 24 39 4 35 137 93 52 11 58 61
split_gain=0.145603 0.207846 0.379638 0.457948 0.358876 0.486797 0.397787 0.326521 0.473734 0.405552 0.293902
threshold=0.013032016810029747 0.019431582652032379 0.00017767510871635753 0.0026012937305495147 0.00044738779251929378 0.000490355829242617 0.00096484774257987748 0.049604203552007682 0.00747153488919139 0.0062037324532866487 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 -4 6 -6 10 9 -9 -1
right_child=-2 2 3 -5 5 -7 -8 8 -10 -11 -12
leaf_value=0.00019797992980486384 0.0023974834283136781 -0.0056135300918144903 0.0055573522889050412 -0.0047724976840775382 0.00046078275972719974 0.0023700069364619861 -0.0066135157996870288 -0.005474196366979006 -0.0086762656208018551 0.0015094356366184675 -0.00098070392418129408
leaf_weight=8050.205894947052 90.331061720848083 63.385092496871948 43.587513327598572 73.375028729438782 56.029360294342041 115.37200009822845 58.481271028518677 45.882179617881775 36.074536681175232 86.131364583969116 841.14452874660492
leaf_count=3939 36 38 15 53 32 53 34 34 26 36 484
internal_value=0 -2.28696e-05 -0.00134384 -0.00056356 0.000565744 -0.000380703 -0.0031521 3.69465e-05 -0.00258288 -0.000917772 8.64734e-05
internal_weight=0 9469.67 410.23 346.845 273.47 229.883 114.511 9059.44 168.088 132.014 8891.35
internal_count=4780 4744 225 187 134 119 66 4519 96 70 4423
is_linear=0
shrinkage=0.06


Tree=220
num_leaves=12
num_cat=0
split_feature=19 72 33 45 27 87 47 88 82 33 63
split_gain=0.147872 0.533581 0.541053 0.904192 0.547674 0.659676 0.573155 0.643607 0.630422 0.767817 0.471677
threshold=0.004017772153019906 0.0095705352723598498 0.011519505176693203 0.021960759535431865 0.0010585968848317864 0.00038414125447161501 0.0014427106943912806 0.00039601318712811922 0.002945306478068233 0.022641776129603389 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -6 -8 -10 -7
right_child=1 -3 3 -5 6 10 8 -9 9 -11 -12
leaf_value=0.00019137533642740571 -0.0012748380035589948 0.00083390276711142763 -0.0033737362182006364 0.0056064780222620245 0.0065983087254469133 0.00039579790029038134 -0.0074760245353795397 -0.0040675234794691076 -0.0068053148233354161 0.0025208972482824851 0.0054464628509217168
leaf_weight=5766.9524139165878 1940.3436135053635 1084.1731314659119 80.183881044387817 111.32954740524292 49.013165831565857 137.93597888946533 91.76435923576355 34.848581314086914 51.30783212184906 83.49716055393219 128.6501669883728
leaf_count=2748 1086 624 38 36 16 44 68 25 35 27 33
internal_value=0 -0.000290967 -0.000741174 0.000606191 -0.000240855 0.00139794 -0.00207149 0.00216614 -0.00363999 -0.00102873 0.00283317
internal_weight=0 3793.05 2708.87 768.531 657.201 346.77 310.431 83.8617 226.569 134.805 266.586
internal_count=4780 2032 1408 322 286 115 171 41 130 62 77
is_linear=0
shrinkage=0.06


Tree=221
num_leaves=12
num_cat=0
split_feature=143 104 39 123 77 45 51 16 23 141 88
split_gain=0.143979 0.462583 0.527231 0.357164 0.453166 0.61527 0.588799 0.926681 0.783492 0.812395 0.907755
threshold=0.0034400182776153092 0.00017767510871635753 0.0063990866765379914 0.0036604277556762104 0.0046923852059990176 0.0012357163941487672 0.0022975050378590827 0.0013986918493174019 0.017724351026117805 0.0011980500421486797 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 8 -8 9 -7 -11
right_child=1 3 -4 -5 5 6 7 -9 -10 10 -12
leaf_value=-0.00028206046006696683 -0.0034570807375533421 7.1330312062797203e-05 0.002478616073400421 -0.0016559459989208467 -0.001023648925347847 -0.0039648450461433303 -0.0001838647474692221 0.0092305062153178585 0.0058077442194353832 -0.00030927831380978031 0.0061519280581926452
leaf_weight=3874.5713528394699 233.40325307846069 3556.1805926561356 70.036700367927551 310.11661016941071 320.60332858562469 78.278850197792053 514.07188558578491 40.613771557807922 248.92598855495453 159.14180672168732 154.05569195747375
leaf_count=1845 139 1760 40 205 193 57 296 16 90 75 64
internal_value=0 0.000192222 -0.00208707 0.00032073 0.000441592 0.00131032 0.00193644 0.00050545 0.0031759 0.00150241 0.00286886
internal_weight=0 5685.43 303.44 5381.99 5071.87 1515.69 1195.09 554.686 640.402 391.476 313.197
internal_count=4780 2935 179 2756 2551 791 598 312 286 196 139
is_linear=0
shrinkage=0.06


Tree=222
num_leaves=12
num_cat=0
split_feature=43 68 24 45 25 116 117 116 149 53 40
split_gain=0.146057 0.561944 0.61429 0.53624 0.755658 0.531163 0.817766 0.577619 0.538393 1.03769 0.677557
threshold=0.00085274505545385193 0.0058306583669036635 0.014293605927377941 0.0019672545604407792 0.0038949446752667431 0.010829726699739696 0.0049928687512874612 0.00087947337306104611 0.0013986918493174019 0.00244467705488205 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 8 -8 9 -1 -11
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 10 -12
leaf_value=0.00047133151994351599 -0.0002339848687706948 -0.0012628832360438557 0.0037677841663184999 0.001465178097483205 -0.0012200642583076364 -0.0046247950960032732 -0.0038275460671462632 0.0010793435123289739 0.0072110593194088194 0.0024877705492161229 0.010826903038256766
leaf_weight=394.26779735088348 4790.9527947902679 1129.0116490125656 94.713052153587341 1528.8122456073761 979.36299633979797 55.167991518974304 141.63889384269714 221.30094385147095 84.201284885406494 73.349979877471924 67.220203042030334
leaf_count=188 2154 664 43 788 631 45 71 112 31 29 24
internal_value=0 0.00023506 -0.000873523 0.000617705 -2.48054e-05 0.00110386 0.0014257 -0.000835592 0.00275148 0.0020494 0.00647552
internal_weight=0 4769.05 1223.72 3545.32 2016.51 1037.15 981.979 362.94 619.039 534.838 140.57
internal_count=4780 2626 707 1919 1131 500 455 183 272 241 53
is_linear=0
shrinkage=0.06


Tree=223
num_leaves=12
num_cat=0
split_feature=33 103 107 100 93 115 37 91 68 21 138
split_gain=0.154225 0.403416 0.36153 0.634619 0.565387 0.55475 0.818816 0.536785 0.414064 0.331424 0.636667
threshold=0.00093549740267917525 0.016164712607860569 0.013032016810029747 0.0021592099219560628 0.088838413357734694 0.00044738779251929378 0.0023699469165876512 0.0016331639490090313 0.0020292587578296666 0.0068083447404205808 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 8 -5 -7 -2 -11
right_child=9 -3 -4 5 -6 6 -8 -9 -10 10 -12
leaf_value=-0.00013205915685095284 -0.00041016271629186718 0.004385123547654678 -0.0012870525510244235 -0.0047323051293770881 0.0041045541521005638 0.0085284930698404336 -0.0029926286243264735 0.0030026315564732823 0.0035492541725793397 0.0010442418787877522 -0.0039910308481902407
leaf_weight=2269.1890919208527 4819.8149410486221 85.766777992248535 490.54634261131287 64.428754568099976 119.36435508728027 85.949071288108826 54.281573891639709 64.768292307853699 200.09511601924896 1208.0836727619171 97.711842775344849
leaf_count=1296 2479 22 222 32 22 29 34 22 81 475 66
internal_value=0 0.000321847 0.000217776 0.000476058 7.96592e-05 0.00249261 0.00376334 -0.000854673 0.00504539 -0.000180447 0.000667456
internal_weight=0 3434.39 3348.62 2858.08 2388.55 469.523 340.326 129.197 286.044 6125.61 1305.8
internal_count=4780 1760 1738 1516 1318 198 144 54 110 3020 541
is_linear=0
shrinkage=0.06


Tree=224
num_leaves=12
num_cat=0
split_feature=33 25 103 29 100 144 88 23 107 91 46
split_gain=0.136273 0.371366 0.788562 0.412321 0.738569 0.486525 0.423118 0.381449 0.512773 0.58134 0.615585
threshold=0.00093549740267917525 0.0038949446752667431 0.016164712607860569 0.015675474889576439 0.0037758676335215573 0.00039601318712811922 0.0062037324532866487 0.022641776129603389 0.029773407615721229 0.00075379351619631063 0.01884530205279589
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 6 -5 -3 8 9 -1 -11
right_child=-2 3 -4 5 -6 -7 -8 -9 -10 10 -12
leaf_value=0.00034821316100755646 -0.00016962014549012347 -0.0014869157769276614 0.0071205510985781761 -0.0070779208971057835 0.0050564772694356554 -0.00049276102174232775 0.0009307270434445919 -0.0010282132317648834 -0.002912936847982126 0.0036266725082711362 -0.0016471581627803403
leaf_weight=905.29079461097717 6125.6104565858841 652.05796217918396 68.785696148872375 70.036700367927551 92.782972455024719 95.417176485061646 434.09534668922424 417.2214115858078 111.6941339969635 491.92954242229462 95.077638745307922
leaf_count=413 3020 388 15 40 38 47 289 217 50 206 57
internal_value=0 0.000302536 0.000802936 -0.000475389 -8.17483e-05 -0.00328026 -0.000520673 0.000587935 0.00100832 0.00130181 0.00277247
internal_weight=0 3434.39 2090 1344.39 1178.94 165.454 1086.15 2021.21 1603.99 1492.3 587.007
internal_count=4780 1760 958 802 715 87 677 943 726 676 263
is_linear=0
shrinkage=0.06


Tree=225
num_leaves=12
num_cat=0
split_feature=67 12 51 17 95 96 0 126 128 65 3
split_gain=0.145007 0.593395 0.465348 0.636113 0.563612 0.684758 0.527449 0.415289 0.527229 0.772419 0.531905
threshold=0.00017767510871635753 0.00050559637020342063 0.00017767510871635753 0.00017767510871635753 0.0016846025246195497 0.0042751494329422721 0.0026833302108570938 0.0026012937305495147 0.0030382014811038975 0.041476719081401832 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 6 -5 -6 -4 8 10 -10 -1
right_child=1 -3 3 4 5 -7 -8 -9 9 -11 -12
leaf_value=0.00031316646184753551 -0.0060964474355128329 2.5552018030540296e-05 0.0056203110365520169 -0.0066686759198358626 0.0018235123310818791 -0.0066097260644166237 -0.00074106397126972798 -0.0015723258824661432 -0.0026912309030482735 0.0067408878856009217 0.0023485472241736682
leaf_weight=3909.3266900777817 85.791826844215393 3725.1161396503448 62.316381573677063 109.78910315036774 101.88649106025696 52.533787488937378 189.9479353427887 430.68187177181244 333.93159317970276 34.483994722366333 524.19401741027832
leaf_count=1613 46 2165 20 69 42 36 83 204 221 11 270
internal_value=0 -0.000256959 -0.00200434 -0.00132459 -0.00338213 -0.00104548 0.000830375 0.000212505 0.000372585 -0.00180838 0.000553818
internal_weight=0 4327.38 602.266 516.474 264.209 154.42 252.264 5232.62 4801.94 368.416 4433.52
internal_count=4780 2461 296 250 147 78 103 2319 2115 232 1883
is_linear=0
shrinkage=0.06


Tree=226
num_leaves=12
num_cat=0
split_feature=29 79 12 109 78 19 21 112 43 34 80
split_gain=0.145214 0.249551 0.285717 0.236874 0.476638 0.211461 0.671107 0.45512 0.78785 0.866383 0.622212
threshold=0.00017767510871635753 0.00082683752407319855 0.00040826165059115743 0.00066645268816500913 0.00017767510871635753 0.004017772153019906 0.015675474889576439 0.00073092587990686308 0.0056525857653468856 0.00055427959887310873 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -2 7 -7 9 -9 -11
right_child=5 2 -4 -5 -6 6 -8 8 -10 10 -12
leaf_value=0.0034029607200929653 0.00028690249151450424 0.004639492912355163 -0.00084783972841837496 -0.0065655693563105256 -0.0053551283874453169 2.1407311624002648e-05 0.0033455378781032897 0.0045391506569941948 0.00037372075945962037 0.0028006572276841777 -0.0038566307447042494
leaf_weight=41.135602593421936 5459.2877144813538 39.909647226333618 237.1061680316925 48.334090352058411 49.038214683532715 2278.6822459697723 173.12409794330597 54.960649371147156 517.62450742721558 55.142942667007446 605.65395152568817
leaf_count=13 2545 12 166 36 40 1338 59 14 179 21 357
internal_value=0 -0.001097 -5.72801e-05 -0.00317645 -0.00135985 4.98477e-05 -0.000301328 -0.000481097 -0.00140948 -0.00269906 -0.00330109
internal_weight=0 415.524 277.016 138.508 90.1738 9144.48 3685.19 3512.06 1233.38 715.758 660.797
internal_count=4780 267 178 89 53 4513 1968 1909 571 392 378
is_linear=0
shrinkage=0.06


Tree=227
num_leaves=12
num_cat=0
split_feature=25 17 37 47 11 135 59 95 103 15 59
split_gain=0.145977 0.64642 0.842601 0.782317 0.629077 0.556992 0.643755 0.506669 0.368328 0.405598 0.358315
threshold=0.00052132029668428015 0.0033348383149132137 0.0027679565828293566 0.0066005610860884198 0.00070876078098081063 0.0013986918493174019 0.0072436286136507997 0.00244467705488205 0.016164712607860569 0.044033329933881767 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 -6 -5 9 -7 -2
right_child=10 4 3 7 5 8 -8 -9 -10 -11 -12
leaf_value=0.00039207941746029163 -0.00071124190801701026 -0.0074995858273312517 -0.0068629039351786802 0.0029772688611169043 0.0027965765785735214 -0.0048886163210495629 -0.0049558867983790769 -0.0047048983818187336 0.0023306869036720346 0.0022716341798475468 0.00040419685668050735
leaf_weight=2486.5435836315155 1311.7610965967178 69.697162628173828 116.28346657752991 77.731970310211182 160.18546879291534 219.05637526512146 50.786001086235046 51.30783212184906 38.6836918592453 32.736208319664001 4945.2269750833511
leaf_count=980 724 50 88 36 69 141 38 35 11 13 2595
internal_value=0 -0.000322695 6.10978e-05 -0.00329366 -0.00215843 -0.00141605 0.000930369 -7.72565e-05 -0.00312025 -0.00395769 0.000170348
internal_weight=0 3303.01 2731.87 245.323 571.145 501.448 210.971 129.04 290.476 251.793 6256.99
internal_count=4780 1461 1139 159 322 272 107 71 165 154 3319
is_linear=0
shrinkage=0.06


Tree=228
num_leaves=12
num_cat=0
split_feature=28 78 8 31 125 81 4 22 77 30 143
split_gain=0.146567 0.315612 0.529303 0.481637 0.39848 0.394267 0.371882 0.351855 0.336983 0.309832 0.341303
threshold=0.0020292587578296666 0.023343417793512348 0.017724351026117805 0.0068083447404205808 0.020035739988088611 0.0015833032084628942 0.0032328735105693345 0.00077738583786413084 0.0054799309000372895 0.0026833302108570938 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 7 9 -8 10 -7
right_child=-2 2 -4 -5 5 6 8 -9 -10 -11 -12
leaf_value=0.00012520388197419095 0.00041096845469663803 -0.0023287583974305357 0.0039993666146440647 0.002637347804484214 0.0015262506348724927 -0.0032245921188367049 -0.0032209346702979269 0.0010913231170679586 0.0039844752363631429 -0.0008453610108841859 -0.0092325780091837405
leaf_weight=6034.1675375699997 2354.6163321733475 618.48543393611908 62.498674869537354 79.322512269020081 97.5045006275177 59.524933099746704 47.447672724723816 37.640029788017273 46.039424061775208 43.247975587844849 79.504805564880371
leaf_count=2757 1328 412 27 51 35 28 25 17 17 25 58
internal_value=0 -0.000134299 -0.00129046 -0.00176424 2.09058e-06 -0.00180582 -0.00284247 -0.00419002 0.000327501 -0.00528061 -0.00666029
internal_weight=0 7205.38 760.307 697.808 6445.08 410.909 313.405 219.918 93.4871 182.278 139.03
internal_count=4780 3452 490 463 2962 205 170 128 42 111 86
is_linear=0
shrinkage=0.06


Tree=229
num_leaves=12
num_cat=0
split_feature=84 133 5 20 51 65 110 68 51 55 70
split_gain=0.141009 0.370645 0.406311 0.838698 0.754834 0.414713 0.500174 0.409506 0.488463 0.595966 0.497181
threshold=0.0012357163941487672 0.022641776129603389 0.0044099434744566688 0.0022272822679951791 0.0020932231564074759 0.00087947337306104611 0.04673989117145539 0.011169348377734424 0.0030382014811038975 0.0005893622583243997 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 7 8 9 -2 -10
right_child=1 -3 3 4 -6 -7 -8 -9 10 -11 -12
leaf_value=-0.00012323907243513824 -0.0057308549971388928 0.003908969635553608 -0.0041296422719673039 0.0076033009442561849 -0.0024150689151648604 0.0017846651460647132 0.003585737248059424 0.00091769036909244029 0.0042947714288831323 -1.1932425305675833e-05 -0.0013974713067337564
leaf_weight=7433.750736117363 163.73113930225372 104.86023283004761 194.71956121921539 52.691031932830811 55.689822554588318 662.3373384475708 116.0510755777359 383.93832337856293 75.280059576034546 109.44956541061401 207.50094592571259
leaf_count=3628 113 41 128 19 42 345 33 183 34 79 135
internal_value=0 0.000430866 0.000250438 -0.00177496 0.00245552 0.000607712 -0.000130523 -0.000589376 -0.00163013 -0.00343957 0.000117879
internal_weight=0 2126.25 2021.39 303.1 108.381 1718.29 1055.95 939.9 555.962 273.181 282.781
internal_count=4780 1152 1111 189 61 922 577 544 361 192 169
is_linear=0
shrinkage=0.06


Tree=230
num_leaves=12
num_cat=0
split_feature=44 20 131 131 68 140 45 34 143 93 137
split_gain=0.144191 0.481325 0.55149 0.808616 0.6578 0.850116 0.42411 0.382775 0.617181 0.614048 0.527913
threshold=0.013439828064292671 0.0016846025246195497 0.0027679565828293566 0.0063990866765379914 0.0058306583669036635 0.031632266007363803 0.0026833302108570938 0.0012745757703669371 0.010180860292166473 0.013032016810029747 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 4 -4 -3 -6 -5 -2 -9 10 -10
right_child=1 2 3 6 5 -7 -8 8 9 -11 -12
leaf_value=-0.00011263311469684903 -0.0022368994147988126 -0.0072860874149709345 0.0040489534373109115 0.0029353584019066632 -0.0049257913031921187 0.0049282536343494832 -0.0043874159376807 0.0022521929746633306 -0.0021511269880652197 -0.006866710950065455 0.0029919878235992489
leaf_weight=7749.4182430505753 114.14604473114014 90.356110572814941 132.69261968135834 38.865985155105591 71.784486770629883 56.186604738235474 106.47582364082336 861.44584143161774 150.76746129989624 50.603707790374756 137.25690340995789
leaf_count=3954 52 60 50 18 38 15 80 319 99 31 64
internal_value=0 0.000482078 -0.00110975 0.000662501 -0.00336667 -0.000599304 -0.00242923 0.00108329 0.00139909 -0.000771141 0.000299805
internal_weight=0 1810.58 496.362 278.034 218.327 127.971 145.342 1314.22 1200.07 338.628 288.024
internal_count=4780 826 261 148 113 53 98 565 513 194 163
is_linear=0
shrinkage=0.06


Tree=231
num_leaves=12
num_cat=0
split_feature=130 44 23 23 133 56 88 124 43 92 135
split_gain=0.138824 0.203252 0.149515 0.288484 0.522852 0.689407 0.866175 0.716885 0.795646 0.917355 0.726036
threshold=0.002945306478068233 0.0044099434744566688 0.0025217677466571335 0.0056525857653468856 0.0022272822679951791 0.00017767510871635753 0.0034400182776153092 0.00087947337306104611 0.0022975050378590827 0.013860232196748258 0.010500331409275534
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 7 -7 10 9 -9 -6
right_child=1 -3 3 -5 5 6 -8 8 -10 -11 -12
leaf_value=-0.00056308474152836252 -0.00060793027256810027 0.0053833109096995185 -0.00090212355803267899 -0.00010853123972679604 0.0049889363815077544 -0.0028133803607100927 0.0026803956429788853 -0.0044814426145608297 0.0037760969917538371 0.0039100493228671996 -0.001685565026515947
leaf_weight=1536.0608310699463 39.752402782440186 41.83972692489624 488.48406732082367 6194.006517291069 392.96669542789459 250.93121480941772 175.62610638141632 150.61021685600281 152.64744329452515 68.106620669364929 68.967989444732666
leaf_count=859 29 17 258 2997 115 167 109 116 56 35 22
internal_value=0 0.00246433 -2.12134e-05 8.35852e-05 0.000764214 0.0014103 -0.000551432 0.0024145 0.000451742 -0.0018684 0.00399242
internal_weight=0 81.5921 9478.41 7942.35 1748.34 1259.86 426.557 833.299 371.364 218.717 461.935
internal_count=4780 46 4734 3875 878 620 276 344 207 151 137
is_linear=0
shrinkage=0.06


Tree=232
num_leaves=12
num_cat=0
split_feature=92 19 143 10 98 72 23 99 116 23 125
split_gain=0.134713 0.376294 0.56164 0.475502 0.575324 1.00807 0.455964 0.490344 0.464726 0.580951 0.528839
threshold=0.00043393640953581786 0.0013986918493174019 0.001792412775103003 0.00090704852482303988 0.0062037324532866487 0.0033348383149132137 0.00044076706399209803 0.0056525857653468856 0.0012357163941487672 0.030689206905663017 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -3 -8 10 -10 -9
right_child=-2 6 3 4 -6 -7 7 8 9 -11 -12
leaf_value=-0.00095407919524041914 0.00014431822191555464 0.0048098571458755884 -0.00294978827021832 0.0047243680410957081 -0.0013030412704657665 -0.0016604838180724044 -0.0018894444651446302 0.0070059256193721895 -0.0034699986119709832 0.0047913989419558151 0.00061285780225230231
leaf_weight=585.25939476490021 6777.4040275812149 47.265379428863525 74.418690800666809 354.30805242061615 136.37048578262329 118.89262175559998 1031.7464907169342 62.134088277816772 147.42913293838501 38.6836918592453 186.08777594566345
leaf_count=265 3490 18 47 128 53 73 523 13 86 11 73
internal_value=0 -0.000351507 0.000410371 0.00157787 0.00213062 0.00312016 -0.000990497 -0.0011775 0.00051371 -0.00175286 0.00221315
internal_weight=0 2782.6 1269.25 683.99 609.571 473.201 1513.35 1466.08 434.335 186.113 248.222
internal_count=4780 1290 566 301 254 201 724 706 183 97 86
is_linear=0
shrinkage=0.06


Tree=233
num_leaves=12
num_cat=0
split_feature=122 63 4 128 79 21 109 15 29 135 127
split_gain=0.134783 0.141435 0.324684 0.461176 0.586709 0.439265 0.64566 0.622388 0.674998 0.538513 0.504112
threshold=0.031632266007363803 0.00017767510871635753 0.0015833032084628942 0.0005375427135732026 0.0022975050378590827 0.0049928687512874612 0.02129978779703379 0.0098710241727530974 0.011519505176693203 0.00085274505545385193 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 -1 9 10 -9
right_child=-2 -3 3 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.00012672110821491017 -0.0030460225184355126 -0.00010397584981301643 -0.00017475724019359108 0.0060955747274361195 -0.00091690104568221617 -0.0026130208053824181 -0.0056895883754193828 0.0071371089881755913 -0.0013769854518768728 -0.00051221280006432193 0.0010200382476533265
leaf_weight=973.21512198448181 52.011956453323364 7476.1804893016815 181.18395447731018 142.65750706195831 61.455012798309326 190.83435297012329 59.185395359992981 172.94180464744568 111.51184070110321 71.419900178909302 67.402496337890625
leaf_count=441 39 3875 69 41 33 94 38 52 43 24 31
internal_value=0 1.66628e-05 0.000460561 0.00202849 0.00398423 9.36548e-05 0.000448491 0.000708632 0.00262931 0.00406229 0.00542163
internal_weight=0 9507.99 2031.81 385.296 204.113 1646.51 1455.68 1396.49 423.276 311.764 240.344
internal_count=4780 4741 866 143 74 723 629 591 150 107 83
is_linear=0
shrinkage=0.06


Tree=234
num_leaves=12
num_cat=0
split_feature=44 3 92 116 65 147 50 91 77 52 77
split_gain=0.138435 0.445372 0.621675 0.52544 0.587187 0.351789 0.457816 0.576246 1.06477 0.616942 0.363256
threshold=0.013439828064292671 0.00050559637020342063 0.0034400182776153092 0.0022975050378590827 0.0005375427135732026 0.00747153488919139 0.021960759535431865 0.0012745757703669371 0.00068727668258361529 0.0046923852059990176 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 6 10 9 -9 -8 -2
right_child=1 2 3 4 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00011036185586500644 0.0016994354220061859 0.00049967207216919472 0.009400960169689828 0.0059542348800147651 -0.0021784285016408266 -0.0048497013950182044 -0.0025806751109483795 -0.0086737118201464028 -0.00017796619832556739 0.0049645977949090555 -0.0011511808155588907
leaf_weight=7749.4182430505753 549.31705367565155 413.02171444892883 58.116684436798096 76.323721647262573 54.985698223114014 55.689822554588318 80.001587748527527 90.173817276954651 129.19704687595367 76.141428351402283 227.61301398277283
leaf_count=3954 198 217 20 28 38 42 31 53 54 21 124
internal_value=0 0.000472357 0.00180496 0.00465099 0.00254869 -0.00019216 3.29076e-05 -0.00168724 -0.0036702 0.00109869 0.000864306
internal_weight=0 1810.58 602.448 189.426 131.309 1208.13 1152.44 375.514 219.371 156.143 776.93
internal_count=4780 826 303 86 66 523 481 159 107 52 322
is_linear=0
shrinkage=0.06


Tree=235
num_leaves=12
num_cat=0
split_feature=45 44 29 35 45 106 8 10 133 148 4
split_gain=0.131172 0.476778 0.700427 0.562803 0.305383 0.583628 0.438871 0.563316 0.366474 0.357423 0.508142
threshold=0.00017767510871635753 0.015675474889576439 0.0032328735105693345 0.00057154725072905432 0.0010263677686452868 0.0013986918493174019 0.010829726699739696 0.00090704852482303988 0.015675474889576439 0.0051502294372767219 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -2 8 -8 -7 -11
right_child=4 -3 3 -5 -6 9 7 -9 -10 10 -12
leaf_value=-0.000358136125866536 -0.0005985433204280027 -0.0050766447544550791 0.0057981977254496385 0.00081157686063775729 7.5475794350708954e-05 -0.0034437980194328781 0.0016277912835805603 -0.0030775819616641379 0.0084751103610884691 0.0031019838952528445 -0.0040885602158034096
leaf_weight=509.50760185718536 580.77025759220123 48.673628091812134 156.48255383968353 169.99311172962189 7419.6362493038177 376.9471777677536 54.099280595779419 40.274233818054199 58.638515472412109 83.67945384979248 61.297768354415894
leaf_count=282 323 26 42 77 3685 191 27 26 17 34 50
internal_value=0 0.000695984 0.00103209 0.00320171 -7.09721e-05 -0.000936294 0.000154633 0.00301338 0.0051893 -0.00247005 6.17525e-05
internal_weight=0 884.657 835.983 326.476 8675.34 1255.71 733.782 153.012 112.738 521.924 144.977
internal_count=4780 427 401 119 4353 668 393 70 44 275 84
is_linear=0
shrinkage=0.06


Tree=236
num_leaves=12
num_cat=0
split_feature=66 142 101 40 61 95 51 34 149 12 30
split_gain=0.129505 0.17124 0.141635 0.427306 0.490964 0.554483 0.763385 0.737086 0.594859 0.430893 0.568767
threshold=0.0060143163427710542 0.00073092587990686308 0.018276390619575981 0.018276390619575981 0.0030382014811038975 0.00017767510871635753 0.00080172589514404546 0.00899649551138282 0.0084566329605877417 0.00040826165059115743 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -7 8 -8 -5 -11
right_child=1 -3 3 9 -6 6 7 -9 -10 10 -12
leaf_value=9.1801116672938872e-05 0.0013857378925712254 -0.0031969493691351744 -0.0055803465674391858 0.0060700774050670911 -0.0052333852994948986 0.0038493224349353096 -0.0018886802907236229 0.0033478698894204117 -0.010244547229716339 -0.0049221499682111543 0.0046335151540657865
leaf_weight=8739.6714959144592 42.022020220756531 97.372305035591125 69.697162628173828 58.116684436798096 106.99765467643738 133.91857504844666 112.24101388454437 67.402496337890625 42.204313516616821 49.038214683532715 41.317895889282227
leaf_count=4289 24 76 50 20 77 51 71 31 31 40 20
internal_value=0 -0.00181545 2.68627e-05 -0.000806611 -0.0016003 -0.000686628 0.000272086 -0.00188731 -0.00417204 0.00203974 -0.000552551
internal_weight=0 139.394 9420.61 680.934 532.461 425.464 355.766 221.848 154.445 148.473 90.3561
internal_count=4780 100 4680 391 311 234 184 133 102 80 60
is_linear=0
shrinkage=0.06


Tree=237
num_leaves=12
num_cat=0
split_feature=28 60 71 21 99 126 133 81 31 50 107
split_gain=0.132538 0.358856 0.353847 0.400524 0.475002 0.520069 0.495955 0.48369 0.450287 0.56177 0.904231
threshold=0.0020292587578296666 0.018276390619575981 0.004017772153019906 0.0013986918493174019 0.00073092587990686308 0.0036604277556762104 0.022641776129603389 0.00899649551138282 0.00093549740267917525 0.037906534969806678 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 -5 6 7 -6 9 -4 -11
right_child=1 -3 3 4 5 -7 -8 -9 -10 10 -12
leaf_value=-0.00012770996648952984 -0.00052009306972332261 -0.0028335669866937732 0.0039946361428047509 0.0029231712276562832 -0.0033819452880273844 0.0053914755353170595 0.0039974630812630359 0.0005993377763789065 -0.00020479791745414946 0.005546978508154261 -0.0052777292832819032
leaf_weight=7205.3835000991821 732.83882081508636 118.03125298023224 425.2311704158783 165.61112129688263 295.40514576435089 46.039424061775208 57.594853401184082 174.89693319797516 224.82156550884247 47.787210464477539 66.358834266662598
leaf_count=3452 495 86 179 70 193 17 23 81 132 15 37
internal_value=0 0.000390806 0.000560966 0.00108781 9.24101e-05 -0.000724415 -0.0012578 -0.00190138 0.0020511 0.0029914 -0.000745968
internal_weight=0 2354.62 2236.59 1503.75 739.547 573.936 527.897 470.302 764.199 539.377 114.146
internal_count=4780 1328 1242 747 384 314 297 274 363 231 52
is_linear=0
shrinkage=0.06


Tree=238
num_leaves=12
num_cat=0
split_feature=111 144 67 135 11 20 67 109 118 1 23
split_gain=0.133093 0.406646 0.58415 0.561395 0.231585 0.239944 0.208627 0.482198 0.52939 0.491117 0.514843
threshold=0.00080172589514404546 0.00070876078098081063 0.00087947337306104611 0.00057154725072905432 0.064669914543628707 0.0022272822679951791 0.00017767510871635753 0.02129978779703379 0.0023699469165876512 0.091400381177663817 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 -6 7 9 -9 10 -1
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=6.7540708386083496e-05 -0.003332600526156687 0.0010412512984915236 -1.3300905772635795e-06 0.0088363153557269834 -0.0036607182990761643 0.00158180513625306 -0.00033886691128413778 -0.00083479484499360864 -0.0072607351120704848 -0.0033015437137789588 0.0014194837114729129
leaf_weight=2815.0745731592178 65.31517219543457 65.837003231048584 233.61059522628784 67.220203042030334 120.30087041854858 42.543851256370544 3886.1128795146942 505.98698019981384 50.786001086235046 122.20590126514435 1585.0058016777039
leaf_count=1224 43 40 170 24 81 21 2173 262 38 62 642
internal_value=0 0.0010291 0.00180605 0.0049793 -4.87019e-05 -0.00229109 -7.97086e-06 0.000245206 -0.00142094 0.000450337 0.00055454
internal_weight=0 431.983 366.668 133.057 9128.02 162.845 8965.17 5079.06 556.773 4522.29 4400.08
internal_count=4780 277 234 64 4503 102 4401 2228 300 1928 1866
is_linear=0
shrinkage=0.06


Tree=239
num_leaves=12
num_cat=0
split_feature=54 83 5 100 21 15 115 52 81 150 1
split_gain=0.138199 0.51918 0.440516 0.410716 0.664608 0.86546 1.15381 0.507446 0.506014 0.475898 0.427382
threshold=0.00087947337306104611 0.076978169381618514 0.0016846025246195497 0.0033348383149132137 0.00087947337306104611 0.0044099434744566688 0.0020292587578296666 0.028884131461381916 0.0072436286136507997 0.0025217677466571335 0.091400381177663817
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 8 6 -6 -7 -5 -8 -2
right_child=3 -3 -4 4 5 7 9 -9 -10 -11 -12
leaf_value=0.00089193599671857091 -0.00049799667462296069 -0.0060881302027537589 -0.0010744999737828127 0.0037996497779839659 -0.0075402252169760103 0.00053232973346117418 0.0028196157470438913 -0.0055224813440721233 -0.0021812095914684241 -0.0025138346074218168 -0.0053520017224926424
leaf_weight=2004.3896839618683 3503.3754626512527 43.952099919319153 515.6123298406601 297.23503005504608 119.07491505146027 2647.1938344240189 100.84282898902893 50.786001086235046 61.455012798309326 149.54150593280792 66.541127562522888
leaf_count=919 1967 29 263 102 80 1159 48 38 33 98 44
internal_value=0 0.00037683 0.000489588 -0.000138103 0.000331167 4.54056e-05 -0.00267807 0.000418356 0.00277494 -0.000365776 -0.000588472
internal_weight=0 2563.95 2520 6996.05 3426.13 3067.44 369.459 2697.98 358.69 250.384 3569.92
internal_count=4780 1211 1182 3569 1558 1423 226 1197 135 146 2011
is_linear=0
shrinkage=0.06


Tree=240
num_leaves=12
num_cat=0
split_feature=141 123 42 54 104 140 68 18 11 140 114
split_gain=0.138902 0.421835 0.454552 0.391433 0.61115 0.613975 0.643332 0.366879 0.644691 0.610491 0.636882
threshold=0.0013986918493174019 0.013439828064292671 0.0015833032084628942 0.00087947337306104611 0.0056525857653468856 0.039062514901161201 0.0014881226234138014 0.00017767510871635753 0.0062037324532866487 0.076978169381618514 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 8 -5 10 -10
right_child=-2 2 -4 7 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.00026983386120223185 0.00016764769363711819 0.0073263517993959731 -0.00039945762346698185 0.00026529807805621765 0.0050121126339230512 -0.0071352454688619407 0.0048074025437547206 -0.0018207705104778648 -0.010831348286868115 0.0014936859023919132 -0.0027120968956704621
leaf_weight=609.28171992301941 6218.5757223367691 53.212862968444824 56.551191329956055 1274.33536028862 102.40832209587097 40.274233818054199 105.38206386566162 862.19311213493347 49.560045719146729 71.602193474769592 116.62300431728363
leaf_count=312 3065 16 29 577 39 26 38 532 37 31 78
internal_value=0 -0.000312002 0.00334596 -0.000436245 0.000662655 7.26452e-05 0.000478839 -0.00083305 -0.000269863 -0.00313789 -0.00513347
internal_weight=0 3341.42 109.764 3231.66 857.346 754.938 714.664 2374.31 1512.12 237.785 166.183
internal_count=4780 1715 45 1670 415 376 350 1255 723 146 115
is_linear=0
shrinkage=0.06


Tree=241
num_leaves=12
num_cat=0
split_feature=36 12 137 107 124 106 94 52 83 122 106
split_gain=0.129557 0.488914 0.715964 0.849956 0.766994 0.74159 0.72213 0.879428 0.602138 0.585907 0.631673
threshold=0.00037263428384903824 0.0025217677466571335 0.0016846025246195497 0.0058306583669036635 0.0005893622583243997 0.011519505176693203 0.0042751494329422721 0.0053125319536775359 0.036783467978239066 0.00037263428384903824 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 8 9 7 -6 -5 10 -2
right_child=1 -3 -4 4 6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00020366921569840623 -0.003042858977845478 -0.00038571408505878602 -0.0015945528481369705 -0.00064367923657949013 0.0039240069527808645 -0.0039435318177494334 0.0009234091392609883 0.011494414191712489 0.0052741512465309713 -0.0012431808940306479 0.0024847985745584575
leaf_weight=5166.8813593387604 84.044040441513062 2223.4822542667389 352.4531192779541 225.99742317199707 136.188192486763 126.24835395812988 101.88649106025696 92.940216898918152 85.244946956634521 314.44850289821625 650.18493151664734
leaf_count=2375 48 1430 195 85 46 79 42 21 25 164 270
internal_value=0 0.000239542 0.000880315 0.00136033 0.00311543 0.000400931 0.00512599 0.00699475 0.000977132 0.000923952 0.00185207
internal_weight=0 4393.12 2169.64 1817.18 642.257 1174.93 331.015 229.128 311.242 1048.68 734.229
internal_count=4780 2405 975 780 219 561 109 67 110 482 318
is_linear=0
shrinkage=0.06


Tree=242
num_leaves=12
num_cat=0
split_feature=115 22 45 107 82 40 123 11 28 27 96
split_gain=0.127994 0.38282 0.38083 0.368524 0.646628 0.689145 0.562975 0.663658 0.524035 0.721382 0.543783
threshold=0.00017767510871635753 0.00073092587990686308 0.017188700847327713 0.0092791137285530585 0.024066280573606495 0.0027679565828293566 0.00066645268816500913 0.0054799309000372895 0.0005893622583243997 0.0013560238294303419 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 8 7 -7 10 -10 -5
right_child=3 -3 -4 4 -6 6 -8 -9 9 -11 -12
leaf_value=0.00014309168900176477 -8.44350246872298e-05 -0.0034183904382161681 -0.0020260533033601394 0.00025862458430345577 -0.0044456495842103844 0.0062690189969843496 -0.00093291239140528409 0.00074443290609366619 0.0028421639895911711 -0.0035705458942625243 0.0043663910760894263
leaf_weight=1893.5889189243317 5789.1560009717941 140.59523177146912 344.36821389198303 416.12765181064606 74.236397504806519 226.67649865150452 91.399772644042969 119.57169723510742 89.626937389373779 213.78796720504761 160.86454427242279
leaf_count=719 3232 77 161 175 40 65 54 53 32 123 49
internal_value=0 -0.000381476 -0.000190688 0.000126348 0.00100278 0.00130966 0.00325555 0.00436118 0.000342356 -0.00167627 0.00140386
internal_weight=0 2378.55 2237.96 7181.45 1392.29 1318.06 437.648 346.248 880.407 303.415 576.992
internal_count=4780 957 880 3823 591 551 172 118 379 155 224
is_linear=0
shrinkage=0.06


Tree=243
num_leaves=12
num_cat=0
split_feature=43 15 61 29 70 136 54 15 104 56 87
split_gain=0.146876 0.452466 0.512845 0.448457 0.623791 0.584385 0.555631 0.659506 0.54651 0.70745 0.469568
threshold=0.00085274505545385193 0.028020657598972324 0.0011615398107096555 0.015675474889576439 0.0084566329605877417 0.013032016810029747 0.0045489775948226461 0.016668972559273246 0.00060774214216507982 0.00044738779251929378 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 8 -8 -5 10 -10
right_child=-2 2 -4 4 -6 -7 7 -9 9 -11 -12
leaf_value=0.00010306779770296311 -0.00023463995543902664 -0.0060205845205522288 -0.00062222602280238599 -0.0016426888779877563 0.0067714639730637278 0.0076116272702117915 -0.0048677612651804722 0.0023085117236231406 0.0016560466467825841 -0.0035434337786223267 0.0058774059562706621
leaf_weight=3484.8539365530014 4790.9527947902679 79.504805564880371 311.83934772014618 137.25690340995789 77.027845978736877 47.083086133003235 117.66666638851166 75.80189061164856 203.06885778903961 56.915777921676636 178.02791941165924
leaf_count=1993 2154 58 179 64 32 11 72 31 80 43 63
internal_value=0 0.000235718 -0.00171895 0.000410455 0.00161021 0.00112289 0.000725478 -0.00205606 0.00166094 0.00269617 0.00362804
internal_weight=0 4769.05 391.344 4377.7 892.849 815.821 768.738 193.469 575.269 438.013 381.097
internal_count=4780 2626 237 2389 396 364 353 103 250 186 143
is_linear=0
shrinkage=0.06


Tree=244
num_leaves=12
num_cat=0
split_feature=146 60 143 129 131 136 10 61 4 61 116
split_gain=0.135724 0.626462 0.658809 0.553825 0.549176 0.457086 0.363667 0.444108 0.340593 0.439188 0.315179
threshold=0.018276390619575981 0.00085274505545385193 0.0038949446752667431 0.00244467705488205 0.0033348383149132137 0.00057154725072905432 0.0035485138650983576 0.0037758676335215573 0.0021592099219560628 0.0005375427135732026 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 10 6 -2 8 -8 -4 -10 -3
right_child=1 3 4 -5 -6 -7 7 -9 9 -11 -12
leaf_value=7.6340950195353597e-05 -0.0034804854752038899 -0.00701999867474271 0.0034280750900161964 0.00017860464524981729 -0.004697689433859455 0.0018083249777553461 0.006825482413066024 0.00092054578733721381 0.0023864008328061408 -0.0066249251133757639 -0.0020434764697445304
leaf_weight=8581.4662045240402 191.5384773015976 109.44956541061401 76.323721647262573 127.99614036083221 39.752402782440186 84.905409216880798 116.0510755777359 75.80189061164856 38.161860823631287 39.752402782440186 78.800681233406067
leaf_count=4273 98 79 28 77 29 35 33 31 14 29 54
internal_value=0 -0.000669489 0.000379571 -0.00286644 0.00198136 -0.00185611 0.00274853 0.00449242 0.00057934 -0.00221124 -0.00493685
internal_weight=0 978.534 662.287 316.246 385.843 276.444 346.091 191.853 154.238 77.9143 188.25
internal_count=4780 507 297 210 164 133 135 64 71 43 133
is_linear=0
shrinkage=0.06


Tree=245
num_leaves=12
num_cat=0
split_feature=44 20 135 68 137 143 68 125 125 9 0
split_gain=0.130716 0.409476 0.509661 0.707002 0.489809 0.825999 0.53354 0.478467 0.569808 0.477128 0.394274
threshold=0.013439828064292671 0.0016846025246195497 0.00075379351619631063 0.0068083447404205808 0.000490355829242617 0.010180860292166473 0.0031340263085439806 0.0022975050378590827 0.00075379351619631063 0.0013560238294303419 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 10 -6 8 -8 -7 -2
right_child=1 2 -4 -5 6 9 7 -9 -10 -11 -12
leaf_value=-0.00010724124437942174 -0.0033259413446092363 -0.0017987158031566104 -0.0021361640349835159 0.0071982708252620363 -0.00035729140225652147 -0.0053208414599914258 0.0051151903405192017 0.0065297571461075295 -0.0024201207101365451 0.00037592837002162373 0.0017274308770647625
leaf_weight=7749.4182430505753 61.272719502449036 69.514869332313538 369.43420112133026 57.412560105323792 142.16072487831116 129.58668231964111 79.297463417053223 147.56132853031158 66.358834266662598 89.469692945480347 598.5125128030777
leaf_count=3954 26 43 202 16 68 92 27 45 37 49 221
internal_value=0 0.000459 -0.00100922 0.00227085 0.00101353 0.000198242 0.00265923 0.00412173 0.00168222 -0.0029941 0.00125814
internal_weight=0 1810.58 496.362 126.927 1314.22 878.842 435.378 293.218 145.656 219.056 659.785
internal_count=4780 826 261 59 565 388 177 109 64 141 247
is_linear=0
shrinkage=0.06


Tree=246
num_leaves=12
num_cat=0
split_feature=28 2 57 105 107 24 108 134 20 108 1
split_gain=0.132212 0.388212 0.407488 0.328916 0.480048 0.443688 0.411855 0.475225 0.485678 0.529277 0.514707
threshold=0.0020292587578296666 0.00043393640953581786 0.0023699469165876512 0.013860232196748258 0.0027679565828293566 0.0072436286136507997 0.00017767510871635753 0.0010263677686452868 0.00038414125447161501 0.0087224207818508166 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 -2 8 9 10 -8
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00012755242123498725 -0.0016722060180477481 -0.0023569652173572515 0.0049811297282828003 3.302282382834812e-05 -0.006470853570390428 -0.00080067162983982545 0.0001054467101946875 0.0060773241235257125 0.0005703447488386356 0.0067226980022753189 0.0051258623542613999
leaf_weight=7205.3835000991821 136.76012122631073 271.25062501430511 30.284297585487366 181.57358992099762 52.716080784797668 402.17040944099426 208.88414573669434 86.83548891544342 762.52614080905914 108.17351233959198 113.44192039966583
leaf_count=3452 91 187 11 107 43 215 119 40 437 30 48
internal_value=0 0.000390324 -0.00161997 0.000685576 -0.00143037 0.000958144 0.00145746 0.00179188 0.00147996 0.00309113 0.00187237
internal_weight=0 2354.62 301.535 2053.08 234.29 1818.79 1416.62 1279.86 1193.03 430.5 322.326
internal_count=4780 1328 198 1130 150 980 765 674 634 197 167
is_linear=0
shrinkage=0.06


Tree=247
num_leaves=12
num_cat=0
split_feature=12 9 4 62 83 68 94 61 105 58 140
split_gain=0.131022 0.447709 0.2154 0.209891 0.189761 0.415053 0.360897 0.556771 0.441155 0.424313 0.677942
threshold=0.024810968898236755 0.0012357163941487672 0.015675474889576439 0.00017767510871635753 0.0046923852059990176 0.0010263677686452868 0.0070226341485977182 0.0062037324532866487 0.00042089859198313212 0.0011615398107096555 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 9 8 -8 10 -1
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=9.7832888969100963e-05 0.00023153724671482893 0.0057995346206445699 -0.00037874781552535685 -0.0051536937197108083 0.00014361012718989253 -0.0014911973871809465 -0.0084645941362075511 0.0051754561086675395 -0.0014711998097631841 0.0019070343894008899 -0.0086135303841784801
leaf_weight=354.38319897651672 360.4058290719986 60.750888466835022 77.392432570457458 57.959439992904663 6825.959362745285 895.08656489849091 36.778661012649536 40.613771557807922 277.35535299777985 537.94391763210297 35.370412349700928
leaf_count=200 270 29 46 37 3235 528 30 16 168 199 22
internal_value=0 0.00103471 -4.76837e-05 -0.00242344 -1.19683e-05 -0.000499664 0.00019238 -0.00143529 -0.00228998 0.000814795 -0.000692729
internal_weight=0 421.157 9138.84 135.352 9003.49 2177.53 1282.45 354.748 314.134 927.698 389.754
internal_count=4780 299 4481 83 4398 1163 635 214 198 421 222
is_linear=0
shrinkage=0.06


Tree=248
num_leaves=12
num_cat=0
split_feature=43 50 43 104 91 119 8 113 34 110 142
split_gain=0.131079 0.387596 1.08296 0.644668 0.546645 0.860535 0.623839 0.58067 0.545225 0.577201 0.507393
threshold=0.00085274505545385193 0.00899649551138282 0.0012745757703669371 0.0056525857653468856 0.00099512818269431613 0.0019672545604407792 0.017724351026117805 0.0020932231564074759 0.017724351026117805 0.004017772153019906 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 10 -2 8 6 7 -6 9 -5 -3
right_child=1 2 -4 4 5 -7 -8 -9 -10 -11 -12
leaf_value=0.00022268120672107314 -0.002092004934589884 0.00089259019325579414 0.00054925633861344016 0.000411206769080011 -0.0053181714989823251 0.0060009231540508927 0.0050936841726350254 0.00017877278773862184 -0.0079709433965208451 -0.0062286498502864846 -0.0066714028049835398
leaf_weight=4769.0470374822617 863.21172535419464 44.291637659072876 2554.782399892807 216.7366601228714 77.75701916217804 102.22602880001068 82.271205186843872 627.28141498565674 47.812259316444397 60.229057431221008 114.35338687896729
leaf_count=2626 502 19 974 98 60 32 26 289 39 32 83
internal_value=0 -0.000221663 0.000250557 -0.000838423 5.27037e-05 0.000821923 0.00014947 -0.000427472 -0.00205411 -0.0010327 -0.00455963
internal_weight=0 4790.95 2713.43 2077.53 1214.31 889.536 787.31 705.038 324.778 276.966 158.645
internal_count=4780 2154 1076 1078 576 407 375 349 169 130 102
is_linear=0
shrinkage=0.06


Tree=249
num_leaves=12
num_cat=0
split_feature=109 123 24 83 106 20 59 87 91 114 135
split_gain=0.128843 0.624486 0.451832 0.464928 0.34166 0.314703 0.576123 0.816137 0.537082 0.718242 0.951291
threshold=0.010500331409275534 0.0044099434744566688 0.0010263677686452868 0.11759182065725328 0.079227816313505187 0.00017767510871635753 0.0098710241727530974 0.0022975050378590827 0.00099512818269431613 0.00096484774257987748 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 -8 -4 10 -10
right_child=1 -3 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=0.00015217709577718057 -0.0018229740740120929 -0.0049745876364691707 -0.00046702325811495194 0.0044967895679612424 -0.0051996728025727997 -0.00048301487017759175 0.0003747141694603764 -0.0075393121426470585 0.0058530477433305578 -0.0011418888066515292 -0.0014991224157455121
leaf_weight=6471.2547235488892 492.68376445770264 100.34604680538177 254.7162276506424 86.131364583969116 44.473930954933167 1366.8789904117584 194.51221907138824 61.819599390029907 287.94921815395355 118.00620412826538 81.227543115615845
leaf_count=3230 258 75 105 36 26 721 97 47 91 62 32
internal_value=0 -0.000318827 -0.000162494 0.000165305 1.04743e-05 0.000108447 0.000918336 -0.00153391 0.00176561 0.0029329 0.0042354
internal_weight=0 3088.75 2988.4 2495.72 2409.58 2365.11 998.231 256.332 741.899 487.183 369.177
internal_count=4780 1550 1475 1217 1181 1155 434 144 290 185 123
is_linear=0
shrinkage=0.06


Tree=250
num_leaves=12
num_cat=0
split_feature=84 61 7 128 68 45 52 135 26 135 66
split_gain=0.127251 0.320219 0.431033 0.750335 0.432617 0.854662 0.617378 0.398247 0.361572 0.379808 0.361748
threshold=0.0012357163941487672 0.0042751494329422721 0.0010918468469753864 0.0022272822679951791 0.0045489775948226461 0.0019672545604407792 0.0070226341485977182 0.0037758676335215573 0.00039601318712811922 0.0032328735105693345 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -4 -7 9 10 -3
right_child=1 8 4 -5 5 7 -8 -9 -10 -11 -12
leaf_value=-0.000117072846980599 0.0013594044203487426 -0.00057383432861650809 -0.00059652796461687045 -0.003858817674376932 0.011241891652198029 0.0036400538549684232 0.00541744791995974 -0.0027685460408956781 -0.0021315201207686876 0.0035657520195568216 0.0054910050066753506
leaf_weight=7433.750736117363 320.86771976947784 596.36813962459564 270.91108727455139 143.59402239322662 47.787210464477539 181.02671003341675 79.479756712913513 43.247975587844849 292.58864843845367 112.73779606819153 37.640029788017273
leaf_count=3628 111 346 197 100 15 86 34 25 177 44 17
internal_value=0 0.000409308 0.00112933 -0.000253873 0.00216145 0.00395657 0.000767633 0.00240425 -0.00034368 0.000356828 -0.000213775
internal_weight=0 2126.25 1086.91 464.462 622.453 272.062 350.391 224.275 1039.33 746.746 634.008
internal_count=4780 1152 568 211 357 126 231 111 584 407 363
is_linear=0
shrinkage=0.06


Tree=251
num_leaves=12
num_cat=0
split_feature=14 85 24 85 133 53 19 77 71 32 128
split_gain=0.126495 0.365036 0.720092 0.594503 0.622752 0.61087 0.368968 0.431477 0.554679 0.375157 0.528832
threshold=0.0034400182776153092 0.0005375427135732026 0.014293605927377941 0.00039601318712811922 0.0033348383149132137 0.013032016810029747 0.004017772153019906 0.02636832278221846 0.004017772153019906 0.002945306478068233 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 -2 -9 -8 -11
right_child=1 -3 -4 4 -6 -7 9 8 -10 10 -12
leaf_value=-0.00011681845314688502 0.0027647437985524733 -0.00028313904505004693 -0.0030480906472048282 0.010996179885310764 0.0022146591384608841 0.0053497305321088262 -0.0043285885801187755 -0.0060606568342134988 0.0026089658248155288 -0.0030933731236573968 0.0059719025152696528
leaf_weight=7431.0914832353592 282.88815224170685 1200.5317445993423 119.41445279121399 49.534996867179871 70.376238107681274 110.62542307376862 95.781763076782227 53.055618524551392 53.212862968444824 51.12553882598877 42.361557960510254
leaf_count=3595 104 784 70 13 30 32 61 33 16 28 14
internal_value=0 0.000407762 0.0013012 0.00194322 0.00584228 0.00126469 0.000483417 0.00154023 -0.00171943 -0.00168951 0.00101435
internal_weight=0 2128.91 928.377 808.962 119.911 689.051 578.425 389.157 106.268 189.269 93.4871
internal_count=4780 1185 401 331 43 288 256 153 49 103 42
is_linear=0
shrinkage=0.06


Tree=252
num_leaves=12
num_cat=0
split_feature=61 12 149 43 106 21 50 143 98 8 54
split_gain=0.127251 0.324241 0.541803 0.916922 0.69947 0.482944 0.445371 0.497531 0.51143 0.391789 0.418814
threshold=0.00064626874518580746 0.00050559637020342063 0.0013986918493174019 0.00075379351619631063 0.0026012937305495147 0.00040826165059115743 0.021960759535431865 0.010180860292166473 0.010180860292166473 0.0095705352723598498 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -3 8 -8 10 -5
right_child=-2 6 3 9 -6 -7 7 -9 -10 -11 -12
leaf_value=0.0018535914101420704 -0.00013750284659320096 0.00025839386472419214 0.0074653677143683506 -0.00031891388117877219 -0.0041849833314165077 -0.0027038946310993816 -0.0058023645942505975 -0.0085641302487137923 0.00029022294673228575 0.0037546797018658132 0.0033548000622767998
leaf_weight=327.88391423225403 6855.1860955953598 940.08232688903809 94.34846556186676 487.49745428562164 139.52652084827423 112.39825832843781 68.993038296699524 40.978358149528503 176.4624263048172 171.71584928035736 144.92712450027466
leaf_count=127 3574 551 29 151 59 54 46 30 72 51 36
internal_value=0 0.000348493 0.000946866 0.0018696 -0.000483032 0.000690125 -0.000372716 -0.00244403 -0.00142229 0.00121306 0.000522959
internal_weight=0 2704.81 1478.3 898.489 579.809 440.282 1226.52 286.434 245.455 804.14 632.425
internal_count=4780 1206 507 267 240 181 699 148 118 238 187
is_linear=0
shrinkage=0.06


Tree=253
num_leaves=12
num_cat=0
split_feature=54 121 101 104 71 14 115 54 105 21 78
split_gain=0.122158 0.481694 0.664324 0.673155 0.500578 0.489676 0.504685 0.457761 0.566763 0.475736 0.441745
threshold=0.0031340263085439806 0.007706565549597145 0.018276390619575981 0.0049928687512874612 0.015200819820165636 0.0026012937305495147 0.0020292587578296666 0.0027679565828293566 0.00099512818269431613 0.002945306478068233 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 -2 10 9 -9 -1 -7
right_child=1 2 3 -5 -6 6 -8 8 -10 -11 -12
leaf_value=0.00031842966421954672 -0.0010463946289852131 -0.00070311004027779548 0.0011083365619630739 -0.0096312979812131338 0.0021518641781539034 -0.0017588161080693242 -0.00021650687074729603 -0.002495922815912576 0.0036196935679858482 -0.0012689662276626967 0.0045842491976098446
leaf_weight=4015.7635622024536 2389.0752780437469 321.07506191730499 41.83972692489624 42.204313516616821 709.97425580024719 51.647369861602783 669.76821720600128 68.810745000839233 263.29791522026062 818.14081680774689 168.40256977081299
leaf_count=1991 1315 142 17 31 216 25 423 39 112 407 62
internal_value=0 -0.000232558 0.000844689 -0.00428478 0.00126281 -0.000598911 0.000602541 0.000197804 0.00235258 4.97621e-05 0.00309548
internal_weight=0 4393.99 1115.09 84.044 1031.05 3278.89 889.818 5166.01 332.109 4833.9 220.05
internal_count=4780 2231 406 48 358 1825 510 2549 151 2398 87
is_linear=0
shrinkage=0.06


Tree=254
num_leaves=12
num_cat=0
split_feature=88 79 122 3 79 109 98 128 23 150 112
split_gain=0.136639 0.505142 0.301448 0.599393 0.721399 0.540472 0.579451 0.550256 0.50738 0.557154 0.467625
threshold=0.0041444667149335155 0.00043393640953581786 0.00037263428384903824 0.00017767510871635753 0.0011261500185355546 0.011519505176693203 0.0011261500185355546 0.0012745757703669371 0.017724351026117805 0.00043393640953581786 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 8 6 -4 -8 9 -5 -6
right_child=1 2 5 4 10 -7 7 -9 -10 -11 -12
leaf_value=-0.000115709305270236 -0.002849734993154625 -0.0058785471261295873 -0.0003288153764283093 0.0063125980866185457 0.00051367726986766352 -0.0022592990959797365 0.0065029313153291421 0.0020003582926741374 0.0098770967976152691 -0.0025999099326855127 -0.0028207056973315178
leaf_weight=7586.0655930042267 154.44532740116119 57.437608957290649 201.03163135051727 52.873325228691101 685.02656149864197 108.2236100435257 150.19553256034851 279.62497043609619 42.361557960510254 48.334090352058411 194.38002347946167
leaf_count=3533 102 40 140 26 456 78 54 163 14 36 138
internal_value=0 0.000444685 0.000724328 8.55756e-05 0.000420447 0.00165808 0.00233012 0.00357373 0.00436385 0.00205621 -0.00022334
internal_weight=0 1973.93 1819.49 1080.41 1022.98 739.076 630.852 429.821 143.569 101.207 879.407
internal_count=4780 1247 1145 710 670 435 357 217 76 62 594
is_linear=0
shrinkage=0.06


Tree=255
num_leaves=12
num_cat=0
split_feature=43 100 71 15 0 109 37 149 10 105 5
split_gain=0.125726 0.397537 0.61861 0.358434 0.468125 0.41752 0.454939 0.350836 0.38024 0.403239 0.325082
threshold=0.00085274505545385193 0.020035739988088611 0.017724351026117805 0.028020657598972324 0.00017767510871635753 0.0058306583669036635 0.0012745757703669371 0.00060774214216507982 0.057509137317538268 0.0046923852059990176 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 10 -5 9 -9 -1
right_child=-2 2 -4 7 -6 -7 -8 8 -10 -11 -12
leaf_value=0.0012457756480178802 -0.00021708986924783461 0.0007360387820444026 0.0088725003235228129 -0.0039638572216205877 5.3270907019512581e-05 0.0061950512559627762 -0.0031365752524347397 -0.0034850030015273507 0.0032583673080170687 0.0038953523515182654 0.0059312983362414693
leaf_weight=250.15194392204285 4790.9527947902679 113.62421369552612 47.787210464477539 145.52410209178925 3766.7485244274139 74.393641948699951 68.810745000839233 123.79644322395325 76.506014943122864 33.962163686752319 67.742034077644348
leaf_count=91 2154 55 15 105 2151 23 39 77 35 14 21
internal_value=0 0.000218087 0.00314491 0.000115557 0.000274166 0.00207868 0.00128677 -0.0016501 -0.000212801 -0.00189617 0.00224424
internal_weight=0 4769.05 161.411 4607.64 4227.85 461.098 386.705 379.789 234.265 157.759 317.894
internal_count=4780 2626 70 2556 2325 174 151 231 126 91 112
is_linear=0
shrinkage=0.06


Tree=256
num_leaves=12
num_cat=0
split_feature=146 60 103 142 96 11 124 100 20 62 113
split_gain=0.124058 0.517702 0.417528 0.542715 0.478042 0.537488 0.377704 0.390601 0.319247 0.29126 0.460657
threshold=0.018276390619575981 0.00085274505545385193 0.00073092587990686308 0.0011980500421486797 0.0092791137285530585 0.0014427106943912806 0.00073092587990686308 0.013032016810029747 0.000490355829242617 0.0026833302108570938 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 -5 -4 10 -3
right_child=1 9 8 4 5 -7 -8 -9 -10 -11 -12
leaf_value=7.298625717870968e-05 -0.0022995464214365657 -0.0046494914446673025 -0.00053749981883694116 -0.0010039346414589484 0.0039120526049628542 -0.0051486646820625105 0.0050621452138560176 0.0052216577501485251 -0.007957282382035644 -0.0067749369836782158 0.00038880871054256639
leaf_weight=8581.4662045240402 143.56897354125977 116.98759090900421 50.943245530128479 111.6941339969635 38.161860823631287 61.637306094169617 167.17661440372467 53.734694004058838 35.370412349700928 51.30783212184906 147.95096397399902
leaf_count=4273 76 92 21 50 14 40 61 13 22 35 83
internal_value=0 -0.000640069 0.00031359 0.000896779 0.00195804 -0.00168397 0.00305083 0.00101827 -0.00357805 -0.00263723 -0.00183593
internal_weight=0 978.534 662.287 575.974 432.405 99.7992 332.605 165.429 86.3137 316.246 264.939
internal_count=4780 507 297 254 178 54 124 63 43 210 175
is_linear=0
shrinkage=0.06


Tree=257
num_leaves=12
num_cat=0
split_feature=44 50 99 145 87 98 99 82 28 36 109
split_gain=0.118948 0.41168 0.896052 0.657273 0.581727 0.499384 0.589562 0.494405 0.435137 0.437839 0.488373
threshold=0.013439828064292671 0.021960759535431865 0.00099512818269431613 0.0045489775948226461 0.00070876078098081063 0.079227816313505187 0.0035485138650983576 0.0034400182776153092 0.00017767510871635753 0.00037263428384903824 0.02129978779703379
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 4 7 6 -6 -4 9 10 -2
right_child=1 2 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00010230001904414515 0.0023825110841382679 -0.006232496012430676 -0.0096594179161855649 0.0044888256011486839 0.0015881154166833852 0.0045671867447635685 -0.006149430348110896 -0.00060754044317647561 6.4655419607584719e-05 0.0047663472171193344 -0.002593194814150599
leaf_weight=7749.4182430505753 282.18402791023254 96.12130081653595 45.178055286407471 98.026331663131714 88.400982022285461 72.463562250137329 59.185395359992981 41.83972692489624 757.93680822849274 174.35005331039429 94.895345449447632
leaf_count=3954 100 51 30 32 31 18 38 17 399 60 50
internal_value=0 0.000437851 -0.00102446 0.000211307 -0.00115422 0.000488022 -0.00151481 -0.00530711 0.000997614 0.00227996 0.00113033
internal_weight=0 1810.58 501.215 405.094 307.068 220.05 147.586 87.0178 1309.37 551.429 377.079
internal_count=4780 826 217 166 134 87 69 47 609 210 150
is_linear=0
shrinkage=0.06


Tree=258
num_leaves=12
num_cat=0
split_feature=28 25 98 101 71 11 141 28 85 148 44
split_gain=0.1178 0.288024 0.333022 0.576404 0.528625 0.507786 0.46451 0.540259 0.75516 0.437282 0.392334
threshold=0.0020292587578296666 0.030689206905663017 0.0051502294372767219 0.0014881226234138014 0.0058306583669036635 0.0016846025246195497 0.00899649551138282 0.0026012937305495147 0.0019071503775194289 0.0020292587578296666 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 10 9 -6 7 -7 -9 -2 -4
right_child=1 -3 3 -5 5 6 -8 8 -10 -11 -12
leaf_value=-0.0001203997639143707 0.002939365873787219 0.0025131324584897123 -0.0046023548521685609 0.00031634600732068964 -0.00022378893564133973 0.0079267308974083767 -0.0010409789791159191 0.0045091510833922431 -0.0029611262703195 -0.0010023799053571084 0.0017154473503915276
leaf_weight=7205.3835000991821 119.57169723510742 205.7281106710434 184.72962498664856 444.16738080978394 259.64509797096252 95.052589893341064 78.618387937545776 194.66946351528168 64.975634455680847 663.68853807449341 43.769806623458862
leaf_count=3452 53 113 113 215 133 33 47 80 53 466 22
internal_value=0 0.000368436 0.00016311 -0.000943403 0.000667312 0.00187442 0.00313168 0.00405655 0.00263973 -0.000400637 -0.00339216
internal_weight=0 2354.62 2148.89 672.667 1476.22 692.961 433.316 354.698 259.645 783.26 228.499
internal_count=4780 1328 1215 350 865 346 213 166 133 519 135
is_linear=0
shrinkage=0.06


Tree=259
num_leaves=12
num_cat=0
split_feature=102 0 3 20 108 71 87 1 49 14 147
split_gain=0.123808 0.438967 0.409936 0.455502 0.534927 1.09363 0.522095 0.50473 0.495342 0.440599 0.435513
threshold=0.0016846025246195497 0.055838862434029586 0.00038414125447161501 0.00017767510871635753 0.013032016810029747 0.025578102096915249 0.0010263677686452868 0.00244467705488205 0.00077738583786413084 0.0013560238294303419 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -7 -5 10 -10 -9
right_child=2 -3 3 7 -6 6 -8 8 9 -11 -12
leaf_value=0.00024529678999207354 -0.0010367051254920195 -0.0051432559520873111 -0.00046781545661231237 -0.0013103392704814578 0.00417453319514561 0.009405453198407519 0.0019057897048659434 0.0034926432467494548 0.0070242992224218721 0.0012751919563662086 -0.00096507673456484768
leaf_weight=5326.9916815757751 1506.0158758163452 54.985698223114014 641.41399931907654 947.69549894332886 182.22761654853821 64.064167976379395 69.854407072067261 95.417176485061646 72.124024510383606 143.41172909736633 455.79795670509338
leaf_count=2372 742 38 417 636 63 18 33 47 28 93 293
internal_value=0 0.000190244 -0.000245065 0.000201124 0.00124935 0.000561845 0.00549349 -0.000384338 0.00076019 0.003199 -0.000193431
internal_weight=0 5381.98 4178.02 2672.01 957.56 775.333 133.919 1714.45 766.751 215.536 551.215
internal_count=4780 2410 2370 1628 531 468 51 1097 461 121 340
is_linear=0
shrinkage=0.06


Tree=260
num_leaves=12
num_cat=0
split_feature=150 40 96 73 50 88 79 49 47 136 87
split_gain=0.13297 0.360717 0.325041 0.175736 0.14651 0.146307 0.447811 0.321064 0.36346 0.349587 0.577057
threshold=0.028020657598972324 0.0027679565828293566 0.0037758676335215573 0.00087947337306104611 0.0038949446752667431 0.0041444667149335155 0.00043393640953581786 0.00096484774257987748 0.0036604277556762104 0.0011261500185355546 0.023343417793512348
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -3 -2 7 -7 9 -9 10 -1
right_child=1 3 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00014729920998813521 -0.0016540283516484587 -0.0040926325532660637 0.0064578693412701751 0.001122056564059683 0.0028413930320199342 -0.0026782694195758498 0.00068779884060298912 -9.7104490952031725e-05 -0.0040811445783361265 0.00098110040351144425 -0.0037815210364496718
leaf_weight=5871.0333758592606 44.291637659072876 49.899583458900452 61.612257242202759 43.587513327598572 63.542336940765381 154.44532740116119 1806.7075271606445 173.6960266828537 156.89723813533783 972.66824209690094 161.61876630783081
leaf_count=2713 19 27 16 15 21 102 1138 104 104 420 101
internal_value=0 0.0013306 0.00298132 -0.00166133 0.000994947 -3.76312e-05 0.000422713 -0.000160698 -0.0019879 -7.44688e-05 -0.000244662
internal_weight=0 262.933 169.446 93.4871 107.834 9297.07 1961.15 7335.91 330.593 7005.32 6032.65
internal_count=4780 98 56 42 40 4682 1240 3442 208 3234 2814
is_linear=0
shrinkage=0.06


Tree=261
num_leaves=12
num_cat=0
split_feature=130 112 32 72 0 121 96 121 50 27 118
split_gain=0.119683 0.147432 0.125895 0.582375 0.400005 0.455447 0.466056 0.670891 0.441683 0.758494 0.698352
threshold=0.002945306478068233 0.00040826165059115743 0.00087947337306104611 0.00064626874518580746 0.0013146653072908523 0.0063990866765379914 0.0030382014811038975 0.00099512818269431613 0.028884131461381916 0.0011980500421486797 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 7 -5 -6 -10 -11
right_child=1 -3 3 4 8 -7 -8 -9 9 10 -12
leaf_value=0.0001772484849079665 -3.1427876588052182e-05 0.0050925294346977805 -0.0026050827055183242 0.0033799262880279679 -5.7922922665644671e-05 0.0043408873862585753 -0.0019285130050553513 -0.0046933343666915777 -0.0087980241193940847 -0.0029176325231752721 0.003191288532995472
leaf_weight=5233.2902913093567 44.656224250793457 36.935905456542969 350.49799072742462 222.16231262683868 2926.2830711603165 142.65750706195831 178.41755485534668 44.473930954933167 54.281573891639709 231.29088008403778 95.052589893341064
leaf_count=2460 33 13 166 99 1647 41 101 26 34 127 33
internal_value=0 0.00228813 -1.96967e-05 -0.000262487 -5.16636e-05 0.00139072 0.000445071 0.00203334 -0.000308007 -0.00223068 -0.00113831
internal_weight=0 81.5921 9478.41 4245.12 3894.62 587.711 445.054 266.636 3306.91 380.625 326.343
internal_count=4780 46 4734 2274 2108 267 226 125 1841 194 160
is_linear=0
shrinkage=0.06


Tree=262
num_leaves=12
num_cat=0
split_feature=84 141 71 114 73 100 80 25 11 59 54
split_gain=0.127249 0.277619 0.515927 0.485821 0.60141 0.64749 0.561216 0.96328 0.725258 0.664893 0.483996
threshold=0.0012357163941487672 0.0011980500421486797 0.037906534969806678 0.0054799309000372895 0.0032328735105693345 0.0028552538715302949 0.0098710241727530974 0.00042089859198313212 0.0062037324532866487 0.0038949446752667431 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 6 -6 8 -8 -4 -10 -1
right_child=-2 2 3 -5 5 -7 7 -9 9 -11 -12
leaf_value=0.00059930354174215963 0.00040930511765104467 -0.0002707706395640824 0.0012579241546685392 0.0050835290309182036 -0.0065068333704499624 0.00065647887837146752 -0.00077433268814748374 0.0061011761752545043 -0.00051738357807580939 -0.0087262564579277842 -0.0012397110801514214
leaf_weight=756.6607551574707 2126.2490961551666 3500.4587699174881 803.12181484699249 100.13870465755463 79.844343304634094 105.38206386566162 119.38940393924713 190.26242423057556 112.03367173671722 52.011956453323364 1614.4468280076981
leaf_count=350 1152 1855 268 44 48 38 46 49 40 39 851
internal_value=0 -0.000117072 0.000133862 0.00104054 0.000763627 -0.00243136 0.00122712 0.00345025 0.000515353 -0.00312007 -0.00065285
internal_weight=0 7433.75 5062.64 1562.18 1462.05 185.226 1276.82 309.652 967.167 164.046 2371.11
internal_count=4780 3628 2427 572 528 86 442 95 347 79 1201
is_linear=0
shrinkage=0.06


Tree=263
num_leaves=12
num_cat=0
split_feature=112 69 0 80 5 80 73 39 9 76 121
split_gain=0.112849 0.500978 0.250929 0.163413 0.438429 0.449868 0.433786 0.362077 0.47245 0.551651 0.56909
threshold=0.034632634371519096 0.00039601318712811922 0.00068727668258361529 0.0046923852059990176 0.0026833302108570938 0.01884530205279589 0.0063990866765379914 0.0035485138650983576 0.00062670491752214741 0.00038414125447161501 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 7 6 -6 8 9 -5 -11
right_child=1 -3 -4 4 5 -7 -8 -9 -10 10 -12
leaf_value=0.00010858293897206557 0.0008004195987404934 0.0038279003967831354 -0.0024124245813063787 -0.0020799702817318536 -0.00064002233152522672 0.0040735839733966224 0.0045108332316602332 1.2058712225233086e-05 -0.003777252472485261 0.0042166196621340963 -0.0012397019778136453
leaf_weight=6499.8914301395416 261.13544452190399 147.196741938591 131.62390875816345 502.15186965465546 413.51849663257599 129.71887791156769 68.628451704978943 851.47400271892548 277.35535299777985 126.74513614177704 150.56011915206909
leaf_count=3339 52 31 32 276 190 51 32 489 168 52 68
internal_value=0 0.000842549 -0.000276288 -5.04365e-05 -0.000460574 0.000937021 9.31468e-05 -0.000908694 -0.00165054 -0.000893795 0.00125416
internal_weight=0 539.956 392.759 9020.04 2520.15 611.866 482.147 1908.29 1056.81 779.457 277.305
internal_count=4780 115 84 4665 1326 273 222 1053 564 396 120
is_linear=0
shrinkage=0.06


Tree=264
num_leaves=12
num_cat=0
split_feature=84 96 51 27 59 78 91 109 140 38 63
split_gain=0.106415 0.279371 0.470426 0.431138 0.375639 0.66599 0.358151 0.498418 0.614092 0.529616 0.476466
threshold=0.0012357163941487672 0.0033348383149132137 0.00066645268816500913 0.00017767510871635753 0.0016846025246195497 0.0049928687512874612 0.012636432424187662 0.0017376682371832433 0.0079489401541650313 0.0010263677686452868 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 7 -3 9 -9 -10
right_child=1 6 3 -5 5 -7 -8 8 10 -11 -12
leaf_value=-0.00010705969164161767 0.00027707607132826541 0.0077250002283265774 -0.0051748695141087759 -0.00051414615617624072 0.0074577018154673453 -0.0016906144434639689 -0.0022917338787430083 0.0011050968067434119 0.00073633509962656369 -0.0039721861319772572 0.0051628450750977883
leaf_weight=7433.750736117363 257.7150182723999 46.039424061775208 78.096556901931763 839.76132893562317 82.271205186843872 43.952099919319153 91.921603679656982 225.8652275800705 168.76715636253357 109.97139644622803 181.88807880878448
leaf_count=3628 128 17 50 500 26 29 51 126 76 76 73
internal_value=0 0.0003743 -0.000173026 -0.000910707 0.0015905 0.00427218 0.00123852 0.00168151 0.00127621 -0.000557485 0.00303241
internal_weight=0 2126.25 1301.8 917.858 383.938 126.223 824.453 732.531 686.492 335.837 350.655
internal_count=4780 1152 733 550 183 55 419 368 351 202 149
is_linear=0
shrinkage=0.06


Tree=265
num_leaves=12
num_cat=0
split_feature=148 47 112 132 114 106 125 50 84 54 76
split_gain=0.117191 0.732481 0.322785 0.462468 0.451099 0.443789 0.254678 0.338013 0.158788 0.364233 0.675457
threshold=0.041476719081401832 0.0020292587578296666 0.0019071503775194289 0.00070876078098081063 0.0019071503775194289 0.013439828064292671 0.0041444667149335155 0.00244467705488205 0.0013986918493174019 0.035692447796463973 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 6 3 5 -5 -3 7 -2 -1 -10 -11
right_child=1 2 -4 4 -6 -7 -8 -9 9 10 -12
leaf_value=-7.2490793255000917e-05 -0.00016736468422405958 -0.005759936955028285 -0.0075288412181939547 0.0055895708797007466 -0.0014060477029551181 4.369721066806057e-05 -0.0010511890833910333 0.0057575651996757959 0.00086502787627935061 -0.0060470603509985999 0.00091269054878416955
leaf_weight=7132.7376445531845 56.733484625816345 129.7689756155014 38.526447415351868 47.265379428863525 111.37964510917664 74.758228540420532 65.497465491294861 89.105106353759766 1602.7091053724289 81.956716299057007 129.56163346767426
leaf_count=3427 36 99 28 18 84 37 50 35 838 60 68
internal_value=0 -0.000802536 -0.00230687 -0.0017529 0.000678169 -0.00363861 0.00205683 0.00345268 5.49888e-05 0.000556182 -0.00178399
internal_weight=0 613.035 401.699 363.172 158.645 204.527 211.336 145.839 8946.97 1814.23 211.518
internal_count=4780 387 266 238 102 136 121 71 4393 966 128
is_linear=0
shrinkage=0.06


Tree=266
num_leaves=12
num_cat=0
split_feature=88 33 109 123 101 33 25 68 21 59 72
split_gain=0.1173 0.130395 0.298174 0.293407 0.276051 0.588545 0.519604 0.450545 0.506064 0.646891 0.48337
threshold=0.1242329850792885 0.00093549740267917525 0.00017767510871635753 0.021960759535431865 0.14610802382230761 0.00066645268816500913 0.017724351026117805 0.0035485138650983576 0.00077738583786413084 0.0022975050378590827 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -7 8 -1 -10 -9
right_child=-2 2 -4 -5 -6 6 -8 10 9 -11 -12
leaf_value=0.0002069946981229243 -0.0019803540417642033 -0.0043443443327633386 -0.00010162394783396808 0.0049299367453274337 -0.0041133610504661021 0.0024616563213060065 -0.0036001729223891737 2.8323016202661425e-05 0.00065053783585522441 0.0081001358484107285 -0.0024950387741576436
leaf_weight=1308.0331327915192 106.47582364082336 60.229057431221008 6020.7251749038696 49.013165831565857 51.30783212184906 592.59007811546326 55.689822554588318 688.03230345249176 104.33840179443359 70.193944811820984 453.37109482288361
leaf_count=673 80 32 2955 16 35 247 42 318 44 23 315
internal_value=0 2.23049e-05 -0.000143646 0.000321525 0.000253564 0.000322036 0.00194092 -7.79273e-05 0.000611921 0.00364664 -0.000973969
internal_weight=0 9453.52 6080.95 3372.57 3323.56 3272.25 648.28 2623.97 1482.57 174.532 1141.4
internal_count=4780 4700 2987 1713 1697 1662 289 1373 740 67 633
is_linear=0
shrinkage=0.06


Tree=267
num_leaves=12
num_cat=0
split_feature=67 12 67 8 122 0 93 124 144 79 89
split_gain=0.116875 0.479762 0.4488 0.44454 0.401316 0.656348 0.394693 0.502084 0.539828 0.374969 0.419928
threshold=0.00017767510871635753 0.00050559637020342063 0.00060774214216507982 0.0015833032084628942 0.00075379351619631063 0.001792412775103003 0.0023699469165876512 0.0022272822679951791 0.00052132029668428015 0.00082683752407319855 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 -2 5 -5 -3 8 -8 -7 -11
right_child=1 2 -4 4 -6 9 7 -9 -10 10 -12
leaf_value=0.00019078157877717162 -0.0067397188255406528 -5.4461158068065546e-05 0.00038258530123208903 0.0033428660199254813 -0.0067128002427836644 -0.0071119000949175348 -0.002187949122581381 -0.0003680743857844019 -0.0086804325857528699 -0.0021520606299906511 0.0036435400123278391
leaf_weight=5232.6181671619415 59.185395359992981 483.44805026054382 2870.850688457489 108.87763667106628 44.656224250793457 44.473930954933167 115.18970680236816 178.7570925951004 76.870601534843445 291.85947525501251 53.212862968444824
leaf_count=2319 38 295 1684 34 33 26 46 91 49 149 16
internal_value=0 -0.000230691 2.33338e-05 -0.00180188 -0.00126375 -0.000775538 -0.00118397 -0.00265655 -0.00478651 -0.00192663 -0.00125833
internal_weight=0 4327.38 3725.12 602.266 543.08 498.424 854.265 370.817 192.06 389.546 345.072
internal_count=4780 2461 2165 296 258 225 481 186 95 191 165
is_linear=0
shrinkage=0.06


Tree=268
num_leaves=12
num_cat=0
split_feature=80 137 51 5 106 17 42 75 12 142 43
split_gain=0.117287 0.421844 0.506152 0.847496 0.604888 0.546122 0.539544 0.672434 0.535578 0.451093 0.508603
threshold=0.0046923852059990176 0.00037263428384903824 0.0034400182776153092 0.0022975050378590827 0.013439828064292671 0.00057154725072905432 0.014293605927377941 0.0042751494329422721 0.00017767510871635753 0.0070226341485977182 0.0081988852471113222
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 8 7 9 -4 -2 -11
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=0.00013128922912614087 -0.0089346745993152538 0.0003870637240497578 0.0066003295361605511 0.0049667131981380019 -0.0071421958850299118 -0.0019507474960912025 0.0013284360589001741 0.00070499412198267788 -0.0012635514250558299 -0.0044305984822606134 0.00012049756316498042
leaf_weight=6876.3738259077072 55.507529258728027 1394.1394485235214 69.48982048034668 112.55550277233124 49.560045719146729 204.16261756420135 140.04835188388824 153.37661647796631 56.551191329956055 327.09769201278687 121.13719034194946
leaf_count=3420 35 685 19 37 37 122 56 84 29 212 44
internal_value=0 -0.000336408 -0.0011186 0.000394041 -0.000961221 -3.35228e-05 -0.00205278 -0.0027734 0.00307202 -0.00383248 -0.00320065
internal_weight=0 2683.63 1289.49 492.319 379.764 330.204 797.167 657.119 126.041 503.742 448.235
internal_count=4780 1360 675 244 207 170 431 375 48 291 256
is_linear=0
shrinkage=0.06


Tree=269
num_leaves=12
num_cat=0
split_feature=44 141 50 20 34 115 34 4 73 5 86
split_gain=0.119358 0.30497 0.430641 0.743875 0.539149 0.439628 0.38048 0.365503 0.450964 0.44318 0.468027
threshold=0.013439828064292671 0.0023699469165876512 0.028884131461381916 0.00038414125447161501 0.00899649551138282 0.0010263677686452868 0.0012745757703669371 0.00039601318712811922 0.00060774214216507982 0.00066645268816500913 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -5 -3 8 -8 -9 -11
right_child=1 6 3 5 -6 -7 7 9 -10 10 -12
leaf_value=-0.00010247598449956465 0.0022734665795335145 -0.0027267081152781533 0.00057033784816546643 -0.011802379181264267 -0.0017874998452082258 -0.0027542717431670001 0.0059466563463086092 0.0020565608412532045 0.00071417194193619049 0.0004461420787821747 -0.0043386115805095441
leaf_weight=7749.4182430505753 242.11713624000549 90.513355016708374 85.949071288108826 40.978358149528503 229.02126264572144 36.596367716789246 121.9985591173172 441.32583463191986 115.37200009822845 310.22375690937042 96.485887408256531
leaf_count=3954 105 43 29 30 132 23 31 175 53 140 65
internal_value=0 0.000438605 -0.000621352 -0.00327425 0.000299423 -0.00753388 0.00101068 0.00132235 0.00340345 0.000739831 -0.00068897
internal_weight=0 1810.58 634.662 163.524 471.138 77.5747 1175.92 1085.41 237.371 848.035 406.71
internal_count=4780 826 319 82 237 53 507 464 84 380 205
is_linear=0
shrinkage=0.06


Tree=270
num_leaves=12
num_cat=0
split_feature=43 68 29 73 102 150 52 91 77 38 114
split_gain=0.112754 0.360283 0.412598 0.571883 1.08111 1.01392 0.609259 0.430607 0.397117 0.412074 0.365224
threshold=0.00085274505545385193 0.0058306583669036635 0.015675474889576439 0.0023699469165876512 0.00017767510871635753 0.00055427959887310873 0.0015349716995842757 0.0042751494329422721 0.0046923852059990176 0.0012745757703669371 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6 -8 9 10 -3
right_child=-2 8 3 -5 6 -7 7 -9 -10 -11 -12
leaf_value=0.00021776763040761506 -0.00020558552516519076 0.00040931651529209584 0.0029719968802556884 -0.0027198155983667416 0.0091072945514691379 -0.006726964305965282 0.0044375583920449055 -0.00097327212338916246 0.00099086264726985806 -0.0052137933783127531 -0.0022005615856201667
leaf_weight=2935.047052025795 4790.9527947902679 375.72122240066528 83.49716055393219 82.29625403881073 78.593339085578918 72.488611102104187 224.06734347343445 69.332576036453247 360.67022025585175 90.356110572814941 396.97714793682098
leaf_count=1661 2154 190 27 50 23 42 80 36 188 60 269
internal_value=0 0.00020653 0.000512917 0.00193241 0.00265755 -0.00153524 0.00441569 0.00315894 -0.000681123 -0.00137985 -0.00093152
internal_weight=0 4769.05 3545.32 610.275 527.979 155.986 371.993 293.4 1223.72 863.054 772.698
internal_count=4780 2626 1919 258 208 69 139 116 707 519 459
is_linear=0
shrinkage=0.06


Tree=271
num_leaves=12
num_cat=0
split_feature=150 102 87 66 20 144 30 62 58 97 85
split_gain=0.12123 0.304287 0.254826 0.212005 0.185371 0.407918 0.49865 0.430497 0.543409 0.357476 0.236534
threshold=0.028020657598972324 0.0016846025246195497 0.00070876078098081063 0.0060143163427710542 0.012636432424187662 0.0038949446752667431 0.0014881226234138014 0.0011980500421486797 0.0011615398107096555 0.00057154725072905432 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 7 -7 8 -6 10 -10
right_child=1 -3 -4 -5 5 6 -8 -9 9 -11 -12
leaf_value=-6.2069117454006798e-05 0.0044058072152745372 -0.0018800850288663634 -0.00013936787530153546 -0.0025740070764192478 0.0031468118845909454 0.009174779947706449 0.0010744044836053391 0.0041529698938397646 -0.0087451546042434831 0.00015833128645825347 -0.0025875114074362781
leaf_weight=8767.5790293216705 111.32954740524292 77.731970310211182 73.871810913085938 116.98759090900421 71.080362439155579 45.335299730300903 68.993038296699524 70.898069143295288 44.656224250793457 66.358834266662598 45.178055286407471
leaf_count=4370 36 36 26 92 34 13 46 27 33 37 30
internal_value=0 0.00127051 0.00259286 -3.59316e-05 -3.58729e-06 0.00123943 0.00428649 7.10881e-05 -0.00120226 -0.00318143 -0.00564845
internal_weight=0 262.933 185.201 9297.07 9180.08 412.5 114.328 298.172 227.273 156.193 89.8343
internal_count=4780 98 62 4682 4590 220 59 161 134 100 63
is_linear=0
shrinkage=0.06


Tree=272
num_leaves=12
num_cat=0
split_feature=58 122 26 60 121 149 81 117 100 36 78
split_gain=0.123196 0.372015 0.474035 0.548312 0.563331 0.737254 0.791703 0.546969 0.656002 0.543038 0.686271
threshold=0.0095705352723598498 0.0017376682371832433 0.00017767510871635753 0.010829726699739696 0.0035485138650983576 0.0035485138650983576 0.0027679565828293566 0.016668972559273246 0.0068083447404205808 0.00075379351619631063 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 8 -2 -4 -11
right_child=1 -3 9 -5 -6 6 -8 -9 -10 10 -12
leaf_value=0.00012757313978972292 0.00042450528786031836 0.0014819044955504536 -0.00111867800965929 -0.0056173048060961534 0.0014606716112446161 -0.0070956105942423468 -0.0010430612857304533 0.0042559755008926108 -0.0067005017039045364 -0.0098917486132415484 -0.0012113112041430654
leaf_weight=7077.2162126302719 377.62625324726105 339.4393435716629 416.1026029586792 63.045554757118225 634.56200063228607 114.8752179145813 241.07347416877747 111.85137844085693 53.055618524551392 65.497465491294861 65.654709935188293
leaf_count=3714 171 133 151 48 223 80 111 33 33 50 33
internal_value=0 -0.000363649 -0.000655928 -0.00013344 9.2081e-05 -0.0008745 -0.0029964 0.000517649 -0.000453223 -0.00217978 -0.00554633
internal_weight=0 2482.78 2143.34 1596.09 1533.04 898.482 355.949 542.533 430.682 547.255 131.152
internal_count=4780 1066 933 699 651 428 191 237 204 234 83
is_linear=0
shrinkage=0.06


Tree=273
num_leaves=12
num_cat=0
split_feature=29 63 116 133 24 91 140 18 71 121 110
split_gain=0.113533 0.205008 0.442297 0.376089 0.387747 0.355812 0.297894 0.584162 0.582432 0.453376 0.358195
threshold=0.00017767510871635753 0.00017767510871635753 0.0038949446752667431 0.0033348383149132137 0.00073092587990686308 0.0014427106943912806 0.0045489775948226461 0.00017767510871635753 0.025578102096915249 0.00039601318712811922 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -5 -2 8 9 -8 -11
right_child=1 -3 3 5 -6 -7 7 -9 -10 10 -12
leaf_value=-0.00096998384221086615 0.0012021123580959257 -9.8172006381598166e-05 0.0075315670152873325 -0.0033294341899805045 0.0014850145609258823 0.0043046699823983698 -0.0035781940523113508 -0.0048664506034174137 0.0017116632194448542 0.0040953278057350596 -0.001189205193762024
leaf_weight=415.52372288703918 675.04357659816742 7311.4056879281998 84.201284885406494 51.829663157463074 69.854407072067261 38.161860823631287 198.37237846851349 96.825425148010254 396.64456152915955 65.472416639328003 156.66484713554382
leaf_count=267 280 3768 31 32 33 14 107 55 118 26 49
internal_value=0 4.40759e-05 0.000611448 0.00298964 0.00478984 -9.21113e-05 0.000246197 -0.000459819 6.23278e-05 -0.0014934 0.00036835
internal_weight=0 9144.48 1833.07 244.047 154.056 89.9915 1589.02 913.98 817.154 420.51 222.137
internal_count=4780 4513 745 110 64 46 635 355 300 182 75
is_linear=0
shrinkage=0.06


Tree=274
num_leaves=12
num_cat=0
split_feature=150 112 148 141 62 106 93 43 70 133 98
split_gain=0.107739 0.253161 0.271215 0.149991 0.146927 0.411245 0.668489 0.383691 0.51188 0.392358 0.497746
threshold=0.028020657598972324 0.0011615398107096555 0.00899649551138282 0.0018488886416889729 0.0005375427135732026 0.00017767510871635753 0.0070226341485977182 0.0019672545604407792 0.00082683752407319855 0.022641776129603389 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 6 -6 8 -7 10 -10
right_child=1 2 -4 -5 5 7 -8 -9 9 -11 -12
leaf_value=0.00012799830879276376 -0.0041725722230680313 0.0052463447744174477 0.00036071155565589353 0.00064039123481451118 -0.00048462612809035467 -0.0042354172447518056 -0.010267542824424309 0.00023076733173048932 -0.00035643056716991767 0.003286568086497463 -0.00493891029863188
leaf_weight=6365.4259752035141 37.822323083877563 76.663259387016296 87.696857690811157 60.750888466835022 70.036700367927551 170.0432094335556 39.230571746826172 1928.4875979423523 538.77328622341156 83.67945384979248 101.3897088766098
leaf_count=3267 24 18 27 29 40 125 32 792 323 34 69
internal_value=0 0.00119773 0.00263954 -0.00120633 -3.38734e-05 -0.000385343 -0.00399702 -0.000245518 -0.00127307 -0.000577158 -0.00108221
internal_weight=0 262.933 164.36 98.5732 9297.07 2931.64 109.267 2822.37 893.886 723.842 640.163
internal_count=4780 98 45 53 4682 1415 72 1343 551 426 392
is_linear=0
shrinkage=0.06


Tree=275
num_leaves=12
num_cat=0
split_feature=77 54 30 138 142 71 143 34 1 33 1
split_gain=0.113676 0.425458 0.704422 0.292719 0.442621 0.376883 0.338726 0.361926 0.404554 0.554917 0.34716
threshold=0.012636432424187662 0.014293605927377941 0.0020292587578296666 0.00044738779251929378 0.0028552538715302949 0.0058306583669036635 0.0049928687512874612 0.0053125319536775359 0.0012357163941487672 0.0013146653072908523 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -5 8 9 10 -8
right_child=1 2 -4 6 -6 -7 7 -9 -10 -11 -12
leaf_value=7.8207347125879763e-05 -0.0035032416298283798 0.0080496265024631881 -0.0019210999039035788 -0.0016121165033674573 -0.0050559012868038209 0.0019445069257752539 -0.0033264638789070769 -0.0025281343159566571 -0.00072417324315718519 0.0072116091085551561 0.0035458410591869115
leaf_weight=8364.8116422891617 83.522209405899048 51.986907601356506 50.081876754760742 359.67665588855743 133.60408616065979 101.00007343292236 44.656224250793457 87.382368803024292 133.60408616065979 84.723115921020508 64.950585603713989
leaf_count=4086 51 15 34 242 85 31 33 61 85 28 29
internal_value=0 -0.000547353 0.00315731 -0.000893272 -0.00242574 -0.000521363 -0.000264209 0.000903119 0.00181742 0.0035648 0.000745913
internal_weight=0 1195.19 102.069 1093.12 318.126 184.522 774.993 415.316 327.934 194.33 109.607
internal_count=4780 694 49 645 167 82 478 236 175 90 62
is_linear=0
shrinkage=0.06


Tree=276
num_leaves=12
num_cat=0
split_feature=28 79 125 28 87 4 140 3 64 122 125
split_gain=0.113872 0.362584 0.421668 0.28229 0.288535 0.279238 0.257277 0.247584 0.225617 0.214718 0.204847
threshold=0.00747153488919139 0.0022975050378590827 0.001792412775103003 0.020658296532928947 0.00038414125447161501 0.00077738583786413084 0.00899649551138282 0.0027679565828293566 0.00040826165059115743 0.00017767510871635753 0.027182282879948619
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 7 4 -2 -5 8 -3 -4 -6 -1
right_child=1 2 6 5 9 -7 -8 -9 -10 -11 -12
leaf_value=1.2774100206150899e-05 0.0054373654298477004 0.0065092142810825792 -0.0021838395444161753 0.0020234107663473326 0.0032406689119042786 -0.0030500811498519694 -0.0058384325420116033 -0.00020273474257958705 0.0021374772005815258 -0.0023049381705878961 -0.0012138225104144078
leaf_weight=8307.9459620714188 116.23336887359619 39.387816190719604 155.33174502849579 103.11244642734528 65.472416639328003 62.863261461257935 47.812259316444397 39.752402782440186 60.411350727081299 40.796064853668213 520.88073790073395
leaf_count=4091 40 15 113 43 26 41 39 29 39 23 281
internal_value=0 0.00071957 -0.000703002 0.00197449 0.00337141 0.000101827 -0.00185631 0.00313778 -0.000973805 0.00111173 -5.95923e-05
internal_weight=0 731.173 342.696 388.478 222.502 165.976 263.555 79.1402 215.743 106.268 8828.83
internal_count=4780 408 235 173 89 84 191 44 152 49 4372
is_linear=0
shrinkage=0.06


Tree=277
num_leaves=12
num_cat=0
split_feature=24 10 91 1 131 46 150 129 114 65 12
split_gain=0.104934 0.376505 0.463084 0.805053 0.442669 0.417904 0.409642 0.682657 0.507833 0.506913 0.474023
threshold=0.0022975050378590827 0.012252715881913902 0.00057154725072905432 0.00093549740267917525 0.0053125319536775359 0.0053125319536775359 0.0053125319536775359 0.00077738583786413084 0.00082683752407319855 0.0016846025246195497 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -3 7 10 9 -9 -1
right_child=-2 5 3 4 -6 -7 -8 8 -10 -11 -12
leaf_value=0.0014711886893793988 0.00018755346996255466 -0.00051684688687041668 -0.0024542648534438762 -0.00045520111221603369 0.0026285312434118097 -0.0032000966560602286 -0.0029080238239302361 -0.0069466858479767151 0.00015986451111393718 0.0014489811039167064 0.0061601350770087914
leaf_weight=1071.1412582397461 5057.6572335958481 922.1146320104599 568.69299721717834 531.39250516891479 244.77638912200928 270.18191409111023 106.79031252861023 78.278850197792053 586.61059439182281 38.6836918592453 83.67945384979248
leaf_count=377 2512 437 320 293 138 169 46 57 386 11 34
internal_value=0 -0.000210686 0.000118614 -0.000739266 0.0005173 -0.00112489 0.0007057 0.000913358 -0.000559925 -0.00416994 0.00181095
internal_weight=0 4502.34 3310.05 1344.86 776.169 1192.3 1965.18 1858.39 703.573 116.963 1154.82
internal_count=4780 2268 1662 751 431 606 911 865 454 68 411
is_linear=0
shrinkage=0.06


Tree=278
num_leaves=12
num_cat=0
split_feature=121 34 100 9 10 67 43 91 126 93 93
split_gain=0.104517 0.432804 0.296118 0.293485 0.409834 0.160776 0.393192 1.01434 0.480095 0.428296 0.524566
threshold=0.076978169381618514 0.015200819820165636 0.0016331639490090313 0.00037263428384903824 0.0051502294372767219 0.00017767510871635753 0.0081988852471113222 0.0020292587578296666 0.0026012937305495147 0.000490355829242617 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 8 9 -1 -8 -11
right_child=1 -3 3 -5 -6 -7 7 -9 -10 10 -12
leaf_value=0.00015646272954966404 0.0035433352780277713 -0.0057716853834731668 -0.0057567116216233165 0.0011867441921409997 9.459168416539513e-05 -0.00022630787287545494 0.0037245099686026659 0.0032949250216917176 -0.0027386333007389982 -0.0056720478284529403 -0.00022808889581778973
leaf_weight=3563.1216405630112 64.064167976379395 57.255315661430359 78.9579256772995 132.32803308963776 94.870296597480774 4260.1614620685577 79.297463417053223 493.44493782520294 218.87408196926117 74.418690800666809 443.20581662654877
leaf_count=1704 18 33 37 36 26 2437 27 149 134 47 132
internal_value=0 -0.000916972 -0.000166181 -0.000942409 -0.00256324 4.29217e-05 0.000278323 0.00128215 -1.10841e-05 -0.000381712 -0.00101076
internal_weight=0 427.476 370.22 306.156 173.828 9132.52 4872.36 1090.37 3782 596.922 517.625
internal_count=4780 150 117 99 63 4630 2193 355 1838 206 179
is_linear=0
shrinkage=0.06


Tree=279
num_leaves=12
num_cat=0
split_feature=115 102 124 88 79 58 87 131 32 93 100
split_gain=0.110227 0.361543 0.352641 0.476543 0.445139 0.420617 0.624816 0.572609 0.469923 0.453051 0.39874
threshold=0.00055427959887310873 0.0019071503775194289 0.0015349716995842757 0.00055427959887310873 0.0016846025246195497 0.021960759535431865 0.0014881226234138014 0.0027679565828293566 0.00017767510871635753 0.010829726699739696 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 10 8 -8 -10 -1
right_child=-2 -3 4 -5 -6 -7 7 -9 9 -11 -12
leaf_value=0.00031466237855410446 0.0001393853381047804 -0.0014298575349114698 -0.0057657826661436946 0.0037970955187568945 0.001085941017673075 -0.0018036869273450903 -0.00074695172534648517 0.0024129912306482927 -0.011321934942063691 -0.0030971431971728233 0.0025779672845003166
leaf_weight=1024.0581721067429 6511.9867880344391 761.77191877365112 80.026636600494385 129.5365846157074 59.524933099746704 363.95845091342926 80.523418784141541 65.994247674942017 45.360348582267761 51.465076565742493 385.79325652122498
leaf_count=366 3527 385 55 44 28 153 28 23 37 18 116
internal_value=0 -0.000297793 7.94098e-05 0.000269403 -0.00284322 4.28637e-05 0.00044939 -0.00235826 -0.00413371 -0.00695026 0.000933996
internal_weight=0 3048.01 2286.24 2146.69 139.552 2017.15 1653.19 243.343 177.349 96.8254 1409.85
internal_count=4780 1253 868 785 83 741 588 106 83 55 482
is_linear=0
shrinkage=0.06


Tree=280
num_leaves=12
num_cat=0
split_feature=58 101 70 24 122 57 137 96 20 117 33
split_gain=0.114752 0.50507 0.534226 0.287075 0.336901 0.486573 0.409265 0.375677 0.327058 0.43943 0.42984
threshold=0.0095705352723598498 0.028020657598972324 0.0026012937305495147 0.019431582652032379 0.0019672545604407792 0.00070876078098081063 0.0005893622583243997 0.0033348383149132137 0.0030382014811038975 0.0063990866765379914 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 8 -7 -6 9 -2 -11
right_child=1 2 -4 -5 7 6 -8 -9 -10 10 -12
leaf_value=0.00012312316475331103 -0.00074955179523852108 -0.0078237349893088819 0.00059209259433212183 -0.0026849752627064218 0.00065271440117820566 -0.0099155532132462216 -0.0011131854781465693 0.0056406543343174168 -0.0019374755639231136 -0.00089319887945180673 0.0021714947926157685
leaf_weight=7077.2162126302719 780.08610272407532 64.793341159820557 46.743548393249512 152.33295440673828 211.46825206279755 33.622625946998596 43.769806623458862 73.167686581611633 288.72848904132843 234.5791107416153 553.49170196056366
leaf_count=3714 328 46 21 90 80 24 22 22 167 92 174
internal_value=0 -0.000350965 -0.00429678 -0.000165364 7.612e-06 -0.000275995 -0.00493732 0.0019349 -8.17179e-05 0.000259964 0.00125925
internal_weight=0 2482.78 111.537 2371.25 2218.91 1934.28 77.3924 284.636 1856.89 1568.16 788.071
internal_count=4780 1066 67 999 909 807 46 102 761 594 266
is_linear=0
shrinkage=0.06


Tree=281
num_leaves=12
num_cat=0
split_feature=98 98 32 78 84 12 37 81 68 25 140
split_gain=0.119212 0.624063 0.593714 0.790871 0.514324 0.584445 0.460616 0.476845 0.717352 0.697757 0.583268
threshold=0.0062037324532866487 0.012636432424187662 0.0058306583669036635 0.014293605927377941 0.00064626874518580746 0.00747153488919139 0.0032328735105693345 0.004017772153019906 0.004017772153019906 0.0020292587578296666 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 6 5 -2 7 10 9 -9 -3
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00016446985535080842 -0.0031093617685602928 -0.0061898001505662518 0.0043689468731131333 -0.0061881381234404785 0.00026582774582278862 0.0031524557250130706 -0.0021943022152577192 -0.0020007129277746409 0.0033227675731318409 0.0044749201061652514 8.858176602947245e-05
leaf_weight=5965.4110851287842 592.48293137550354 55.507529258728027 118.68527960777283 71.62724232673645 367.13953483104706 59.00310206413269 255.96723186969757 244.90858471393585 429.04123210906982 79.297463417053223 1320.9286155700684
leaf_count=3273 312 35 42 55 183 31 130 97 141 27 454
internal_value=0 -0.000272946 0.000224193 2.40035e-05 -0.00153014 -0.00254225 0.000210518 0.000499554 0.0017132 -0.00041684 -0.000164606
internal_weight=0 3594.59 2575.96 2457.28 1018.63 651.486 2385.65 2129.68 753.247 324.206 1376.44
internal_count=4780 1507 981 939 526 343 884 754 265 124 489
is_linear=0
shrinkage=0.06


Tree=282
num_leaves=12
num_cat=0
split_feature=28 65 47 4 46 37 12 88 59 144 60
split_gain=0.10502 0.362132 0.41571 0.32346 0.525744 0.264121 0.295854 0.18569 0.163252 0.254502 0.188228
threshold=0.00747153488919139 0.0011261500185355546 0.0032328735105693345 0.0005375427135732026 0.010829726699739696 0.0053125319536775359 0.00075379351619631063 0.0095705352723598498 0.000490355829242617 0.0062037324532866487 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 -2 8 -3 10 -10
right_child=1 7 3 4 -6 -7 -8 -9 9 -11 -12
leaf_value=-5.7229198885192295e-05 0.0020748479328374504 0.0017782002188809882 0.0063188311324118571 -0.0033681501088878283 0.006275267200138282 0.0046393504969104759 -0.0028412881089156803 0.002169044694105767 -0.0061261440395222154 0.00076510131888402283 -0.001785378533816514
leaf_weight=8828.8266999721527 75.097766280174255 46.039424061775208 99.774118065834045 42.726144552230835 38.865985155105591 38.865985155105591 106.65811693668365 62.15913712978363 61.115475058555603 72.488611102104187 87.382368803024292
leaf_count=4372 27 17 30 28 18 18 87 37 43 42 61
internal_value=0 0.000691036 0.00189937 0.00402744 0.00122544 0.000149953 -0.000810043 -0.000784539 -0.00147208 -0.00214923 -0.00357186
internal_weight=0 731.173 401.988 181.366 81.5921 220.622 181.756 329.185 267.026 220.986 148.498
internal_count=4780 408 208 76 46 132 114 200 163 146 104
is_linear=0
shrinkage=0.06


Tree=283
num_leaves=12
num_cat=0
split_feature=130 99 67 144 27 84 148 2 29 69 71
split_gain=0.101438 0.161619 0.113172 0.322625 0.624574 0.548477 0.472907 0.418184 0.576991 0.643344 0.518481
threshold=0.002945306478068233 0.017188700847327713 0.00017767510871635753 0.00096484774257987748 0.0005375427135732026 0.0005375427135732026 0.0070226341485977182 0.0041444667149335155 0.021960759535431865 0.0012745757703669371 0.025578102096915249
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -7 8 -6 10 -10
right_child=1 -3 3 -5 7 6 -8 -9 9 -11 -12
leaf_value=0.00016867030349770383 -0.00055195018026298385 0.0047888663451962701 -0.0081699548454049614 0.00020119088643340681 -0.001192485209072185 -0.0050703588251501527 0.0022698589174966646 0.0040079706050189165 0.0054342805944330138 -0.0043526429182933939 -0.0010087302348943453
leaf_weight=5231.3922117948532 40.978358149528503 40.613771557807922 72.853197693824768 2442.8030207157135 1277.7738840579987 67.584789633750916 59.342639803886414 71.941731214523315 141.09201395511627 47.629966020584106 65.994247674942017
leaf_count=2318 30 16 56 1489 686 38 21 21 50 32 23
internal_value=0 0.00210653 -1.81334e-05 -0.000248235 -0.000856732 -0.00402035 -0.00163857 -0.000462805 -0.000672683 0.00193489 0.00338102
internal_weight=0 81.5921 9478.41 4247.02 1804.21 199.781 126.927 1604.43 1532.49 254.716 207.086
internal_count=4780 46 4734 2416 927 115 59 812 791 105 73
is_linear=0
shrinkage=0.06


Tree=284
num_leaves=12
num_cat=0
split_feature=44 50 99 145 73 25 60 28 25 79 109
split_gain=0.108102 0.315069 0.731719 0.517101 0.471467 0.393331 0.38074 0.350635 0.494449 0.425314 0.415648
threshold=0.013439828064292671 0.021960759535431865 0.00099512818269431613 0.0045489775948226461 0.0023699469165876512 0.0032328735105693345 0.00017767510871635753 0.00017767510871635753 0.00017767510871635753 0.0019672545604407792 0.02129978779703379
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 4 6 -3 7 -4 8 10 -10 -2
right_child=1 2 3 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-9.75246842056406e-05 0.0020552571662493832 -0.009597107442024657 -0.0051577713807266822 0.0040489369694779844 -0.0011854493518911964 -0.0014298321207095405 0.00010608660680538196 0.00036383257438286502 0.0014401044085889094 0.006833230034266535 -0.0035411718249569028
leaf_weight=7749.4182430505753 231.05848908424377 50.081876754760742 61.97684383392334 98.026331663131714 46.039424061775208 216.42217123508453 245.09087800979614 582.49299514293671 87.879150986671448 131.28437101840973 60.229057431221008
leaf_count=3954 72 34 30 32 17 132 104 297 34 42 32
internal_value=0 0.000417413 -0.00086186 0.000254857 -0.00556816 0.000907108 -0.000956341 0.00136986 0.00251788 0.00467072 0.000898093
internal_weight=0 1810.58 501.215 405.094 96.1213 1309.37 307.068 1092.94 510.451 219.164 291.288
internal_count=4780 826 217 166 51 609 134 477 180 76 104
is_linear=0
shrinkage=0.06


Tree=285
num_leaves=12
num_cat=0
split_feature=80 127 60 148 128 12 74 109 96 17 11
split_gain=0.104113 0.3119 0.509047 0.5589 0.462438 0.401333 0.563424 0.551262 0.409703 0.395933 0.472035
threshold=0.0046923852059990176 0.00017767510871635753 0.00039601318712811922 0.017188700847327713 0.0070226341485977182 0.0012357163941487672 0.00040826165059115743 0.00747153488919139 0.0013986918493174019 0.00066645268816500913 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 -3 4 5 -4 7 8 -7 -2 -11
right_child=1 2 3 -5 -6 6 -8 -9 -10 10 -12
leaf_value=0.00012369586785051758 0.00013384262016143358 -0.0015818143795595164 0.00073646614066302991 -0.0029000854376581447 -0.0034381723156267428 0.005517282908435589 -0.00056215297994475979 0.0071630179680569409 -0.0017337112989087246 -0.0048351531720469366 -0.0010994103260300501
leaf_weight=6876.3738259077072 551.47952437400818 397.05924582481384 550.228520154953 122.23095011711121 66.201589822769165 51.986907601356506 98.233673810958862 148.96957719326019 60.933181762695312 164.07067704200745 472.23215866088867
leaf_count=3420 258 180 233 86 54 15 63 53 36 103 279
internal_value=0 -0.000316951 0.000259448 0.00092481 0.00140356 0.00175565 0.00331285 0.00476635 0.00160455 -0.00104284 -0.00206267
internal_weight=0 2683.63 1495.84 1098.78 976.553 910.352 360.123 261.89 112.92 1187.78 636.303
internal_count=4780 1360 720 540 454 400 167 104 51 640 382
is_linear=0
shrinkage=0.06


Tree=286
num_leaves=12
num_cat=0
split_feature=88 88 60 131 79 97 102 104 75 150 108
split_gain=0.0986482 0.142615 0.250356 0.280876 0.239623 0.240009 0.234524 0.469214 0.504965 0.586297 0.593567
threshold=0.1242329850792885 0.0062037324532866487 0.079227816313505187 0.0033348383149132137 0.020035739988088611 0.0063990866765379914 0.0016846025246195497 0.0092791137285530585 0.0032328735105693345 0.0041444667149335155 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 8 -8 10 -10
right_child=-2 -3 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=0.0003287567391119576 -0.001816093812761253 0.00055739412314043482 -0.0064215388955404561 0.00090035030800393113 -0.0018533354361468012 -0.0017310491710064533 -0.0017991411122241035 0.00061700313122959216 0.00050368447509752958 -0.0024639275786163535 0.0062781973297916464
leaf_weight=4755.2748448848724 106.47582364082336 1498.5209966897964 46.586303949356079 31.692546248435974 255.835036277771 273.70253574848175 1041.0573514699936 1025.5666161775589 275.60756659507751 166.18305003643036 83.49716055393219
leaf_count=2005 80 938 38 19 171 189 558 470 170 115 27
internal_value=0 2.04548e-05 -8.0691e-05 -0.00345715 -4.71358e-05 1.34988e-05 7.84879e-05 -0.00038067 -0.0010339 0.000482722 0.00184634
internal_weight=0 9453.52 7955 78.2789 7876.72 7620.89 7347.19 2591.91 1566.35 525.288 359.105
internal_count=4780 4700 3762 57 3705 3534 3345 1340 870 312 197
is_linear=0
shrinkage=0.06


Tree=287
num_leaves=12
num_cat=0
split_feature=61 148 93 43 71 60 60 15 146 70 98
split_gain=0.101592 0.283876 0.272248 0.524825 0.490973 0.367221 0.419423 0.373806 0.585246 0.290205 0.279791
threshold=0.00064626874518580746 0.08153740689158441 0.021960759535431865 0.11438806727528573 0.025578102096915249 0.00062670491752214741 0.0014881226234138014 0.016668972559273246 0.00055427959887310873 0.0084566329605877417 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 7 -7 -4 -9 -6 -2
right_child=2 -3 4 -5 9 6 -8 8 -10 -11 -12
leaf_value=0.00019041954612294352 0.00015929169150004076 0.0034348890513829062 -0.0002120301908786528 -0.0063398957075790595 0.0031362921378780707 0.004849507314728667 -0.00064553028035182352 0.00045489065524725961 -0.0077679277111275518 1.0226744136320978e-05 -0.00068275148502282062
leaf_weight=2603.9709076881409 3044.3894706964493 100.84282898902893 270.26401197910309 51.12553882598877 337.45916616916656 85.949071288108826 119.57169723510742 55.482480406761169 71.080362439155579 156.48255383968353 2663.3817427158356
leaf_count=1158 1805 48 80 28 80 29 53 11 34 42 1412
internal_value=0 0.000311382 -0.00012286 -0.000287835 0.000743765 -0.00040606 0.0016525 -0.00147221 -0.00416322 0.00214594 -0.000233626
internal_weight=0 2704.81 6855.19 5758.9 1096.29 602.348 205.521 396.827 126.563 493.942 5707.77
internal_count=4780 1206 3574 3245 329 207 82 125 45 122 3217
is_linear=0
shrinkage=0.06


Tree=288
num_leaves=12
num_cat=0
split_feature=99 149 110 94 115 22 67 20 44 70 87
split_gain=0.105429 0.447289 0.502926 0.506512 0.482286 0.390856 0.54891 0.365535 0.455525 0.360084 0.469174
threshold=0.0046923852059990176 0.016164712607860569 0.0058306583669036635 0.012252715881913902 0.0028552538715302949 0.0014427106943912806 0.00080172589514404546 0.0014881226234138014 0.0070226341485977182 0.0030382014811038975 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 7 9 6 -6 8 -3 10 -2
right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00012540525112144399 0.00027505814866476453 0.0075420394565503717 -0.0029460495141119675 -0.001611879627176164 0.0031889417253863884 -0.0013929341236174112 1.7170661422322758e-05 0.00026577116853627048 0.0022520018789311536 -0.0022611717837406641 -0.0052281858352311097
leaf_weight=6847.5478746891022 810.73498690128326 126.19825625419617 62.316381573677063 73.532273173332214 386.02564752101898 200.4847514629364 399.92584085464478 74.575935244560242 109.3994677066803 409.36889719963074 59.889519691467285
leaf_count=3465 353 31 20 36 171 119 244 30 31 238 42
internal_value=0 0.000316584 0.00205341 0.00286536 -2.52156e-05 0.000971799 0.00157501 0.00392677 0.00508562 -0.000793573 -0.000103505
internal_weight=0 2712.45 446.022 383.706 2266.43 986.436 785.951 310.174 235.598 1279.99 870.625
internal_count=4780 1315 148 128 1167 534 415 92 62 633 395
is_linear=0
shrinkage=0.06


Tree=289
num_leaves=12
num_cat=0
split_feature=148 68 19 53 52 60 95 20 51 115 140
split_gain=0.101373 0.526706 0.355877 0.302531 0.342751 0.359018 0.423645 0.258044 0.190532 0.167166 0.145262
threshold=0.041476719081401832 0.0045489775948226461 0.0026012937305495147 0.00017767510871635753 0.0011615398107096555 0.0014881226234138014 0.0021592099219560628 0.0036604277556762104 0.0030382014811038975 0.0054799309000372895 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 8 -4 -5 6 -6 9 -2 -3 -1
right_child=1 7 3 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00080141590767602514 -0.0051749678741028499 -0.0057209886860255079 0.0060174600283876469 -0.0029559427331951166 -0.00010503201949115081 -0.0025865034852505927 0.0070814873250252559 4.2902741763050421e-05 -0.00010287326520917841 -0.0016718535787529163 0.00011970033986412165
leaf_weight=665.90805780887604 46.586303949356079 105.77169930934906 49.717290163040161 61.819599390029907 52.351494193077087 40.45652711391449 67.742034077644348 70.036700367927551 62.341430425643921 56.211653590202332 8281.0570418834686
leaf_count=413 38 76 20 47 29 33 21 40 44 39 3980
internal_value=0 -0.000746411 0.000626001 0.00178624 0.000840221 0.00230193 0.00394872 -0.00300014 -0.00227211 -0.00431585 5.11432e-05
internal_weight=0 613.035 381.015 272.087 222.37 160.55 120.094 232.02 108.928 161.983 8946.97
internal_count=4780 387 232 150 130 83 50 155 82 115 4393
is_linear=0
shrinkage=0.06


Tree=290
num_leaves=12
num_cat=0
split_feature=77 54 12 93 27 92 79 12 105 42 21
split_gain=0.100444 0.355999 0.614943 0.4062 0.232284 0.323052 0.219275 0.208144 0.371753 0.260398 0.210609
threshold=0.012636432424187662 0.014293605927377941 0.0025217677466571335 0.0048403022810816774 0.021960759535431865 0.0072436286136507997 0.0026012937305495147 0.0016846025246195497 0.00073092587990686308 0.0013560238294303419 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 7 -1 -6 -7 8 -2 10 -10
right_child=1 2 -4 -5 5 6 -8 -9 9 -11 -12
leaf_value=3.1551162189137727e-05 -0.0055379678026605469 0.0074453227493318022 -0.0018706410462078773 -0.0034018552349474825 -0.0011386366188740516 0.0073117305425945498 0.0013177062851402808 0.00024128436228638972 -0.00085493862140829241 -0.0036679264063606515 0.0042729038726677477
leaf_weight=8220.0167133808136 68.993038296699524 51.986907601356506 50.081876754760742 184.0004518032074 55.507529258728027 50.239121198654175 39.048278450965881 663.82073366641998 70.036700367927551 57.255315661430359 49.013165831565857
leaf_count=4009 46 15 34 85 35 17 25 425 40 33 16
internal_value=0 -0.000514511 0.00287428 -0.000830935 7.35148e-05 0.00245579 0.00469035 -0.000310596 -0.00180408 -0.00034291 0.00125621
internal_weight=0 1195.19 102.069 1093.12 8364.81 144.795 89.2874 909.119 245.298 176.305 119.05
internal_count=4780 694 49 645 4086 77 42 560 135 89 56
is_linear=0
shrinkage=0.06


Tree=291
num_leaves=12
num_cat=0
split_feature=150 39 96 15 100 29 84 105 142 66 100
split_gain=0.097493 0.279289 0.251677 0.140991 0.126172 0.261508 0.463196 0.426178 0.248475 0.142365 0.211412
threshold=0.028020657598972324 0.0014881226234138014 0.0020932231564074759 0.0098710241727530974 0.034632634371519096 0.0060143163427710542 0.00017767510871635753 0.0015349716995842757 0.0020932231564074759 0.0060143163427710542 0.020035739988088611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 9 6 8 -7 -6 10 -1
right_child=1 3 -4 -5 5 7 -8 -9 -10 -11 -12
leaf_value=-3.0538303614914031e-05 -4.7731337490337445e-06 0.0011207219445964643 0.0047244785375277296 -0.0034445665282762093 -0.0053021172214380678 -0.00021665404515959217 0.0021199497454193021 -0.0070833477000413871 0.00072258760856006997 -0.0021226562870060163 0.0012504798610633136
leaf_weight=8304.2360957860947 72.124024510383606 44.291637659072876 92.418385863304138 54.099280595779419 65.837003231048584 73.349979877471924 153.69110536575317 58.481271028518677 39.387816190719604 110.85781407356262 491.22541809082031
leaf_count=4225 28 19 24 27 40 29 50 34 15 87 202
internal_value=0 0.00113936 0.0026515 -0.00138946 -3.22225e-05 -0.00108748 2.00956e-05 -0.00326277 -0.00304695 1.40751e-05 4.10064e-05
internal_weight=0 262.933 164.542 98.3909 9297.07 390.747 258.916 131.831 105.225 8906.32 8795.46
internal_count=4780 98 52 46 4682 168 105 63 55 4514 4427
is_linear=0
shrinkage=0.06


Tree=292
num_leaves=12
num_cat=0
split_feature=44 143 20 95 83 93 5 24 129 70 19
split_gain=0.0976504 0.25834 0.452245 0.427618 0.355067 0.32532 0.57166 0.488849 0.389077 0.350738 0.384781
threshold=0.013439828064292671 0.010180860292166473 0.0019071503775194289 0.00047558375808876013 0.030689206905663017 0.0048403022810816774 0.00085274505545385193 0.0044099434744566688 0.000490355829242617 0.0026012937305495147 0.011880517937242987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 8 7 -7 -3 10 -10
right_child=1 5 3 4 -6 6 -8 -9 9 -11 -12
leaf_value=-9.2690210740947325e-05 0.0014753226295492171 -0.0022201454230243644 -0.0066601573779109568 -0.0011906769830596646 0.0042022961639336187 -0.005610669237079354 -0.0099585463612502922 0.0015900459475973088 0.0076417500545580786 -0.0010385758601757309 0.00027398079012017101
leaf_weight=7749.4182430505753 991.16471934318542 120.30087041854858 42.726144552230835 252.47165906429291 53.212862968444824 55.507529258728027 33.100794911384583 87.357319951057434 58.638515472412109 70.923117995262146 45.178055286407471
leaf_count=3954 370 81 28 134 16 35 27 37 17 51 30
internal_value=0 0.000396721 0.0008217 -0.00103774 -0.000251881 -0.00081195 -0.00285378 -0.00120766 0.000405823 0.00221369 0.0044355
internal_weight=0 1810.58 1339.58 348.411 305.685 471.006 175.966 142.865 295.041 174.74 103.817
internal_count=4780 826 548 178 150 278 99 72 179 98 47
is_linear=0
shrinkage=0.06


Tree=293
num_leaves=12
num_cat=0
split_feature=98 98 118 104 84 95 115 142 140 49 103
split_gain=0.100838 0.518801 0.408609 0.554163 0.516814 0.465517 0.432411 0.431832 0.397036 0.484891 0.399802
threshold=0.0062037324532866487 0.012636432424187662 0.0046923852059990176 0.024810968898236755 0.00064626874518580746 0.0031340263085439806 0.0046923852059990176 0.0017376682371832433 0.00060774214216507982 0.00096484774257987748 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -4 -7 -3 10 -10
right_child=1 8 6 -5 -6 7 -8 -9 9 -11 -12
leaf_value=0.00015126519859587595 -0.0005825659478122993 -0.0038669447573930612 -0.0064051773968985979 -0.0063650495018124581 0.0015124352829440399 0.0013893286188411361 0.00080498745977039467 -0.0066741811516854398 0.00093803011316860314 -0.0031231506928298871 -0.00099821774731216617
leaf_weight=5965.4110851287842 383.93832337856293 83.522209405899048 104.18115735054016 62.15913712978363 295.6945858001709 31.510252952575684 42.022020220756531 99.120091438293457 1871.8612600564957 137.62149000167847 482.95821940898895
leaf_count=3273 183 51 61 37 135 12 24 74 691 78 161
internal_value=0 -0.000251033 -0.00139731 -0.000905369 -0.000486531 -0.00163523 -0.00433282 -0.00472913 0.000202245 0.000338605 0.000540918
internal_weight=0 3594.59 1018.63 872.422 810.263 514.569 146.203 130.63 2575.96 2492.44 2354.82
internal_count=4780 1507 526 441 404 269 85 86 981 930 852
is_linear=0
shrinkage=0.06


Tree=294
num_leaves=12
num_cat=0
split_feature=43 149 69 30 147 33 80 53 42 100 118
split_gain=0.101655 0.663364 0.459484 0.807495 0.637055 0.377849 0.566652 0.325465 0.288891 0.340357 0.59532
threshold=0.00085274505545385193 0.0030382014811038975 0.0020292587578296666 0.0014881226234138014 0.0015833032084628942 0.0020932231564074759 0.0022272822679951791 0.0048403022810816774 0.0068083447404205808 0.020035739988088611 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 5 -5 6 -2 -7 9 -1 -11
right_child=1 -3 -4 4 -6 7 -8 -9 -10 10 -12
leaf_value=0.00030747905590774918 -0.0032484958957767836 9.2822157493760627e-05 -0.00015737312135261129 0.0077428561242415461 -0.0018659714151653827 -0.0080411874291397203 -0.012060959883360195 -0.0014067991043770064 -0.00083579616980291509 -6.40873953205137e-06 0.0084365001101187366
leaf_weight=3834.597705245018 47.447672724723816 4107.3595308065414 298.19659423828125 31.510252952575684 117.32712864875793 37.30049204826355 58.845857620239258 92.96526575088501 810.67793786525726 72.306317806243896 51.465076565742493
leaf_count=2107 25 1730 185 12 82 27 48 45 466 35 18
internal_value=0 -0.000195205 -0.00192581 -0.00329412 0.000168306 -0.0054726 -0.00812722 -0.0033065 0.000196102 0.000407436 0.00350422
internal_weight=0 4790.95 683.593 385.397 148.837 236.559 106.294 130.266 4769.05 3958.37 123.771
internal_count=4780 2154 424 239 94 145 73 72 2626 2160 53
is_linear=0
shrinkage=0.06


Tree=295
num_leaves=12
num_cat=0
split_feature=99 149 44 28 30 121 121 53 61 61 51
split_gain=0.0977902 0.384099 0.356427 0.317943 0.313313 0.371714 0.443303 0.480539 0.445522 0.564632 0.346787
threshold=0.0046923852059990176 0.016164712607860569 0.0060143163427710542 0.00747153488919139 0.00075379351619631063 0.02129978779703379 0.007706565549597145 0.0042751494329422721 0.00043393640953581786 0.00017767510871635753 0.020658296532928947
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 -1 5 6 8 -8 9 -2 -10
right_child=1 2 -4 -5 -6 -7 7 -9 10 -11 -12
leaf_value=-0.00023396118018464033 -0.00020033870418309478 0.0035775899031383032 0.00018468625750364033 0.0013560501356751973 0.00076407099148820506 0.0033353213681768454 -0.00021720578456932695 -0.01043894451910145 -0.0019096903859246908 0.0054304428106804192 0.0026238950684858531
leaf_weight=6360.1074694395065 284.11410760879517 227.38062298297882 218.64169096946716 487.44040524959564 1025.6668115854263 78.775632381439209 30.98842191696167 35.552705645561218 661.65826296806335 82.793036222457886 66.880665302276611
leaf_count=3201 105 69 79 264 566 30 15 29 365 23 34
internal_value=0 0.000304899 0.00191438 -0.000120777 -1.1838e-05 -0.000653237 -0.000923637 -0.00567865 -0.000634801 0.00107025 -0.0014935
internal_weight=0 2712.45 446.022 6847.55 2266.43 1240.76 1161.99 66.5411 1095.45 366.907 728.539
internal_count=4780 1315 148 3465 1167 601 571 44 527 128 399
is_linear=0
shrinkage=0.06


Tree=296
num_leaves=12
num_cat=0
split_feature=92 52 29 129 98 54 95 36 53 10 98
split_gain=0.101121 0.394118 0.492237 0.420917 0.235426 0.202443 0.164339 0.129793 0.113853 0.369931 0.757232
threshold=0.17555952817201617 0.0015349716995842757 0.018276390619575981 0.00057154725072905432 0.00096484774257987748 0.0023699469165876512 0.00066645268816500913 0.00075379351619631063 0.0028552538715302949 0.0016846025246195497 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 4 -3 -2 -5 -8 -1 10 -10
right_child=1 2 -4 6 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00023242681143943901 -0.0070934051251359221 0.0058861247067821688 -0.0045249384140873877 0.0011841787021890505 0.0012383779371925186 -0.0012770730264580728 -0.0063973170961323083 -0.00070566274738983721 -0.0022249922632282784 -1.7552650091940614e-06 0.002190757503362862
leaf_weight=3418.5271024703979 48.334090352058411 64.585999011993408 67.584789633750916 37.118198752403259 99.956411361694336 38.865985155105591 33.100794911384583 25.562769412994385 173.6960266828537 4836.14894759655 716.51871693134308
leaf_count=1819 36 15 38 20 37 18 27 14 104 2369 283
internal_value=0 -0.000915905 3.74728e-05 0.00122196 0.00306271 -0.00450101 -0.00194025 -0.00391717 4.15752e-05 0.000205149 0.00132917
internal_weight=0 415.109 327.909 260.324 164.542 87.2001 95.7818 58.6636 9144.89 5726.36 890.215
internal_count=4780 205 151 113 52 54 61 41 4575 2756 387
is_linear=0
shrinkage=0.06


Tree=297
num_leaves=12
num_cat=0
split_feature=80 69 100 54 102 150 17 52 132 138 51
split_gain=0.0951829 0.465204 0.57626 0.412723 0.68629 0.499567 0.388105 0.430791 0.381042 0.597974 0.345059
threshold=0.0046923852059990176 0.0020292587578296666 0.00044738779251929378 0.0012745757703669371 0.00042089859198313212 0.0022272822679951791 0.074787221848964705 0.0070226341485977182 0.0013560238294303419 0.00073092587990686308 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 7 -3 -9 -10 -7
right_child=1 6 3 5 -6 10 -8 8 9 -11 -12
leaf_value=0.00011827232151950127 0.0006999927518654271 -0.00053013941299696226 -0.0039622677654102241 -0.0053997544319801302 0.0017579780901054586 -0.00057407610735398656 -0.004360545442534015 0.0012228593063105565 0.0094763009195123968 3.6460827171939179e-05 -0.0039283822590000794
leaf_weight=6876.3738259077072 483.73749029636383 483.05841481685638 112.39825832843781 178.44260370731354 230.0398758649826 329.65674948692322 54.4638671875 547.95890271663666 54.438818335533142 43.430268883705139 166.00075674057007
leaf_count=3420 237 257 54 125 102 149 41 238 17 32 108
internal_value=0 -0.000303054 -0.00100464 -0.00181583 -0.000119575 -0.00267751 0.000586435 0.000825106 0.00183878 0.00528729 -0.00169747
internal_weight=0 2683.63 1500.28 1016.54 342.438 674.1 1183.35 1128.89 645.828 97.8691 495.658
internal_count=4780 1360 775 538 156 382 585 544 287 49 257
is_linear=0
shrinkage=0.06


Tree=298
num_leaves=12
num_cat=0
split_feature=14 0 95 24 71 94 25 37 98 115 125
split_gain=0.0993179 0.324956 0.400731 0.301629 0.275707 0.439625 0.524418 0.402169 0.551755 0.539832 0.773751
threshold=0.00040826165059115743 0.00068727668258361529 0.00066645268816500913 0.0049928687512874612 0.037906534969806678 0.0062037324532866487 0.0014881226234138014 0.00050559637020342063 0.0026833302108570938 0.00085274505545385193 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 -1 8 9 10 -8
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00056954643854149238 -0.00026938850475350333 -3.2549099089620287e-05 -0.006085222878365144 -0.0001362448065291682 0.00096705180959756468 -0.0054018775200749634 0.0026318460562162285 -0.0035417898318817831 -0.0064096724139702018 0.0024745804249581443 -0.0093679538670791672
leaf_weight=1483.8484838008881 223.91009902954102 5853.3273156881332 102.61566424369812 43.769806623458862 1253.8656569719315 56.029360294342041 38.161860823631287 226.25486302375793 44.656224250793457 194.32992577552795 39.230571746826172
leaf_count=628 97 3185 70 22 413 32 14 164 33 90 32
internal_value=0 -0.000141596 -0.00186532 -0.00430646 0.000264131 -0.000159092 -1.41365e-05 -0.00161024 -0.000228905 0.000786873 -0.00345091
internal_weight=0 6223.62 370.296 146.385 3336.38 2082.51 2026.48 542.633 316.379 271.722 77.3924
internal_count=4780 3374 189 92 1406 993 961 333 169 136 46
is_linear=0
shrinkage=0.06


Tree=299
num_leaves=12
num_cat=0
split_feature=43 46 58 140 4 113 29 127 91 13 73
split_gain=0.098445 0.302438 0.47963 0.419491 0.4608 0.3964 0.39046 0.574934 0.469789 0.507919 0.359489
threshold=0.00085274505545385193 0.0028552538715302949 0.00060774214216507982 0.076978169381618514 0.0005375427135732026 0.0070226341485977182 0.00082683752407319855 0.0011261500185355546 0.0038949446752667431 0.00062670491752214741 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6 8 9 -8 -9
right_child=-2 -3 3 -5 6 -7 7 10 -10 -11 -12
leaf_value=-0.00067266449872311577 -0.00019209847287639432 -0.00025762002134093679 -5.9344478822611717e-06 -0.0032980472765037436 -0.0023179873759714832 0.004965521934482158 0.0057087556094818602 -0.0043250685495158196 0.00011844166363213366 0.00031145898991127732 0.0016038497737758802
leaf_weight=650.98925125598907 4790.9527947902679 2524.1627594232559 688.94376993179321 69.514869332313538 56.211653590202332 63.020505905151367 352.89980375766754 49.899583458900452 96.643131852149963 76.348770499229431 140.41293847560883
leaf_count=370 2154 1480 353 43 39 24 120 27 48 52 70
internal_value=0 0.000192981 0.000699639 0.00126012 0.00146799 0.000410713 0.00249727 0.0028752 0.00389785 0.00474876 4.92986e-05
internal_weight=0 4769.05 2244.88 1593.9 1524.38 751.964 772.416 716.204 525.892 429.249 190.313
internal_count=4780 2626 1146 776 733 377 356 317 220 172 97
is_linear=0
shrinkage=0.06


Tree=300
num_leaves=12
num_cat=0
split_feature=33 83 98 99 92 23 150 148 78 47 148
split_gain=0.107616 0.285769 0.653698 0.567394 0.549217 0.359292 0.315174 0.299953 0.289288 0.27135 0.532993
threshold=0.00093549740267917525 0.0092791137285530585 0.0011261500185355546 0.023343417793512348 0.028020657598972324 0.0044099434744566688 0.00099512818269431613 0.0005893622583243997 0.016668972559273246 0.0014427106943912806 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 7 8 -5 -4 -3 -11
right_child=-2 9 3 5 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.00032451348387478579 -0.00015073413202655478 -0.0035952209619340672 0.0010596558140678091 0.0034245438660565155 -0.00037857769177717683 -0.0057190459820156483 0.004845053520364016 -0.0023197544655228735 0.0056006681726315077 0.00031919053867383065 -0.0030288182874493742
leaf_weight=988.07687950134277 6125.6104565858841 87.382368803024292 227.06613409519196 62.838212609291077 172.62731575965881 46.221717357635498 297.23503005504608 68.28891396522522 64.950585603713989 1220.6006662845612 199.10155165195465
leaf_count=597 3020 61 103 17 86 24 102 42 29 564 135
internal_value=0 0.000268851 0.000752831 0.00188621 0.00259772 -0.00117038 0.00346965 0.000433005 0.00206967 -0.000350078 -0.00015034
internal_weight=0 3434.39 1927.3 939.228 761.879 177.349 589.252 131.127 292.017 1507.08 1419.7
internal_count=4780 1760 1000 403 320 83 234 59 132 760 699
is_linear=0
shrinkage=0.06


Tree=301
num_leaves=12
num_cat=0
split_feature=58 101 35 82 4 9 78 50 148 62 73
split_gain=0.108029 0.406063 0.53265 0.275451 0.268223 0.3994 0.252324 0.246885 0.337078 0.560127 0.71214
threshold=0.0095705352723598498 0.028020657598972324 0.0037758676335215573 0.011519505176693203 0.0060143163427710542 0.0018488886416889729 0.0079489401541650313 0.00017767510871635753 0.0045489775948226461 0.0013146653072908523 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 7 6 -6 -2 -9 10 -10
right_child=1 2 -4 -5 5 -7 -8 8 9 -11 -12
leaf_value=0.00011946214392735148 -0.0028773446463014251 -0.009691675144267848 0.0023879821838430049 -0.002457770487642797 -0.0064762846615601978 0.0017719147479223153 -0.00023059078925160667 -0.00069909069780490064 0.0038400857018059203 -0.00082739885111443763 2.9317914469698296e-05
leaf_weight=7077.2162126302719 102.43337094783783 44.656224250793457 33.962163686752319 32.918501615524292 76.688308238983154 52.691031932830811 33.440332651138306 948.98545467853546 343.27445411682129 450.27210879325867 363.4616687297821
leaf_count=3714 63 33 14 20 42 19 17 363 119 196 180
internal_value=0 -0.000340529 -0.00387853 -0.006622 -0.000174111 -0.00252428 -0.00457979 -8.41495e-07 0.000139069 0.000826532 0.00188028
internal_weight=0 2482.78 111.537 77.5747 2371.25 162.82 110.129 2208.43 2105.99 1157.01 706.736
internal_count=4780 1066 67 53 999 78 59 921 858 495 299
is_linear=0
shrinkage=0.06


Tree=302
num_leaves=12
num_cat=0
split_feature=28 2 26 121 14 69 98 36 43 43 91
split_gain=0.0953112 0.256074 0.268648 0.277366 0.239088 0.258503 0.500006 0.375313 0.41565 0.590121 0.587724
threshold=0.0020292587578296666 0.00043393640953581786 0.0012357163941487672 0.0098710241727530974 0.00040826165059115743 0.019431582652032379 0.0022975050378590827 0.00042089859198313212 0.00099512818269431613 0.024810968898236755 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 7 -7 8 10 -10 -6
right_child=1 2 -4 -5 5 6 -8 -9 9 -11 -12
leaf_value=0.00027657638464512543 0.00057120251768942002 -0.0015366573589028132 0.0018874532744949447 -0.0079607324141944165 -0.0016804682453879197 0.0056626675996399711 -0.0009040629088133583 -3.0278932094144753e-06 -0.003280313167908065 0.00069547480252900458 0.0013681935640007161
leaf_weight=3216.6229561567307 2053.081409573555 201.73575568199158 72.306317806243896 27.492849111557007 527.89693236351013 72.124024510383606 99.095042586326599 2171.5843958854675 538.7482373714447 179.07158148288727 400.24032974243164
leaf_count=1346 1130 144 35 19 297 28 50 1165 299 57 210
internal_value=0 0.000331408 -0.0013013 -0.00230714 -0.000108299 -0.000418671 0.0018621 -0.000520965 -0.0012043 -0.00228849 -0.000365795
internal_weight=0 2354.62 301.535 229.229 7205.38 3988.76 171.219 3817.54 1645.96 717.82 928.137
internal_count=4780 1328 198 163 3452 2106 78 2028 863 356 507
is_linear=0
shrinkage=0.06


Tree=303
num_leaves=12
num_cat=0
split_feature=121 100 129 93 108 67 12 0 148 125 94
split_gain=0.0979912 0.359279 0.300565 0.407358 0.872094 0.137525 0.335191 0.372751 0.379012 0.382548 0.377834
threshold=0.076978169381618514 0.0016331639490090313 0.00017767510871635753 0.021960759535431865 0.0022975050378590827 0.00017767510871635753 0.00050559637020342063 0.001792412775103003 0.0070226341485977182 0.00075379351619631063 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 -1 7 -7 10 -10 -9
right_child=1 2 -4 -5 -6 6 -8 8 9 -11 -12
leaf_value=0.0002592761999555285 0.0032550053614453247 -0.0014211824021273585 0.0012957288652689991 -0.00058466452656414486 -0.012195864146703142 0.0012903544628604232 6.8643265591279621e-06 -0.005842302978087 0.0028605655332436838 -0.0023400331340789238 -0.00084614377531927628
leaf_weight=4872.3626312017441 64.064167976379395 75.280059576034546 94.34846556186676 151.57873237133026 42.204313516616821 131.46666431427002 3665.7734998464584 149.35921263694763 76.845552682876587 150.92470574378967 85.791826844215393
leaf_count=2193 18 34 29 38 31 49 2144 91 25 82 46
internal_value=0 -0.000887883 -0.00161821 -0.00264 -0.00529181 4.15601e-05 -0.000207443 -0.00152914 -0.00232986 -0.000585445 -0.00401952
internal_weight=0 427.476 363.412 269.063 117.484 9132.52 4260.16 594.388 462.921 227.77 235.151
internal_count=4780 150 132 103 65 4630 2437 293 244 107 137
is_linear=0
shrinkage=0.06


Tree=304
num_leaves=12
num_cat=0
split_feature=59 4 148 52 114 21 39 80 45 79 120
split_gain=0.100375 0.481131 0.427127 0.32796 0.505323 0.345972 0.368777 0.329934 0.467186 0.483704 0.310879
threshold=0.0016846025246195497 0.00039601318712811922 0.020035739988088611 0.00047558375808876013 0.00068727668258361529 0.00040826165059115743 0.00040826165059115743 0.00042089859198313212 0.00064626874518580746 0.0014881226234138014 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 -3 7 -7 -5 -9 -10 -1
right_child=-2 2 -4 5 -6 6 -8 8 9 -11 -12
leaf_value=9.9888837867584534e-05 0.0001511900239382075 -0.0090583188195967647 0.0013925071471246899 0.0025585619607839142 -0.00086927346411490801 -0.00367900677451183 -0.00098096282492435858 0.00098425873657522595 -0.0097821018929415242 -0.0002171940292959686 0.002566933786275101
leaf_weight=1883.7993735074997 5957.3080822229385 50.081876754760742 218.14490878582001 146.69995975494385 59.185395359992981 270.3141096830368 560.60809183120728 133.91857504844666 37.30049204826355 38.865985155105591 203.77298212051392
leaf_count=896 3054 34 106 58 38 128 286 51 27 18 84
internal_value=0 -0.000250004 -0.00106389 -0.00147705 -0.00462266 -0.00118766 -0.00185869 0.000375108 -0.00114957 -0.00490135 0.000340703
internal_weight=0 3602.69 1515.12 1296.97 109.267 1187.71 830.922 356.785 210.085 76.1665 2087.57
internal_count=4780 1726 746 640 72 568 414 154 96 45 980
is_linear=0
shrinkage=0.06


Tree=305
num_leaves=12
num_cat=0
split_feature=44 43 59 150 149 121 129 29 63 39 94
split_gain=0.0977324 0.345015 0.292966 0.473531 0.460603 0.248464 0.174094 0.152581 0.194481 0.30476 0.360165
threshold=0.04673989117145539 0.016668972559273246 0.0038949446752667431 0.007706565549597145 0.0019071503775194289 0.0021592099219560628 0.00244467705488205 0.00017767510871635753 0.00017767510871635753 0.0010918468469753864 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 6 -2 -6 -4 -1 9 -9 -11
right_child=1 -3 3 -5 5 -7 -8 8 -10 10 -12
leaf_value=-0.0011979214345755778 -0.0014372811859018075 -0.0021342176242497117 -0.0068733925031213899 0.002392513528130608 0.0071696293691559804 0.0025974658718649329 -0.00068353402004907272 0.00084196073300365831 -0.0001386185916911911 0.00012025248307569056 -0.0052651433068332653
leaf_weight=395.56889927387238 62.680968165397644 112.03367173671722 38.004616379737854 94.530758857727051 74.915472984313965 99.774118065834045 28.718804478645325 1594.6061024665833 6854.6642645597458 138.4828587770462 66.019296526908875
leaf_count=261 34 40 31 36 20 30 20 619 3577 65 47
internal_value=0 0.000807579 0.00163437 -0.000339122 0.00297504 0.00455823 -0.00420918 -4.5572e-05 7.10253e-06 0.000562305 -0.00161831
internal_weight=0 510.658 398.625 161.254 237.371 174.69 66.7234 9049.34 8653.77 1799.11 204.502
internal_count=4780 211 171 87 84 50 51 4569 4308 731 112
is_linear=0
shrinkage=0.06


Tree=306
num_leaves=12
num_cat=0
split_feature=53 5 117 131 47 144 4 58 97 88 71
split_gain=0.0977572 0.312958 0.377444 0.461702 0.300673 0.418842 0.420998 0.364659 0.54094 0.510019 0.425569
threshold=0.0028552538715302949 0.0019672545604407792 0.014293605927377941 0.001792412775103003 0.029773407615721229 0.00039601318712811922 0.0036604277556762104 0.00017767510871635753 0.00043393640953581786 0.00047558375808876013 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 -1 9 -9 -11
right_child=-2 2 3 -5 -6 -7 -8 8 -10 10 -12
leaf_value=-0.0018454363992883188 0.00014987008321071067 -0.0005826975605806331 -0.0059025877323809093 0.00043797845734476671 -0.0051805712011183842 -0.00055516159657797775 -0.0035697040765173336 0.0013185865737442945 -0.0023810769170765178 0.006684239226159701 0.00054292626858670854
leaf_weight=128.15338480472565 5937.3351610898972 604.22065401077271 118.89262175559998 63.385092496871948 39.048278450965881 1513.4147543907166 71.080362439155579 780.89737379550934 113.46696925163269 131.28437101840973 58.8208087682724
leaf_count=60 2863 325 73 38 25 957 34 267 72 42 24
internal_value=0 -0.000245628 -0.00130463 -0.00369772 4.80444e-05 0.000121037 0.000918237 0.00118131 0.00153898 0.00199706 0.00478404
internal_weight=0 3622.66 786.498 182.278 2836.17 2797.12 1283.7 1212.62 1084.47 971.003 190.105
internal_count=4780 1917 436 111 1481 1456 499 465 405 333 66
is_linear=0
shrinkage=0.06


Tree=307
num_leaves=12
num_cat=0
split_feature=111 3 88 71 88 48 39 35 146 8 83
split_gain=0.0967975 0.422979 0.244254 0.490686 0.335153 0.269637 0.223958 0.179876 0.252249 0.234563 0.164754
threshold=0.00017767510871635753 0.00050559637020342063 0.011519505176693203 0.030689206905663017 0.0014881226234138014 0.00099512818269431613 0.0016846025246195497 0.0022975050378590827 0.0041444667149335155 0.0095705352723598498 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 6 3 4 -3 7 -2 8 -6 -9 -1
right_child=1 2 -4 -5 5 -7 -8 9 -10 -11 -12
leaf_value=-0.00052574308370326173 -0.0070244139715858415 -0.002193013330105781 -0.00031726826490887012 0.007031419379230153 0.0065982416340795887 0.0070237378514933961 -0.00098799797374200739 -0.00091801583677435944 0.00024140209200925849 0.0035117376597807669 8.6528213282847312e-05
leaf_weight=2077.0285881757736 34.14445698261261 83.704502701759338 275.99720203876495 59.342639803886414 49.013165831565857 35.188119053840637 62.863261461257935 138.16836988925934 41.500189185142517 62.498674869537354 6640.550662279129
leaf_count=1105 21 58 208 21 16 15 41 99 27 27 3142
internal_value=0 0.000614169 0.00109918 0.00193199 0.00119404 0.00206273 -0.00311268 0.00146321 0.00368364 0.000461651 -5.935e-05
internal_weight=0 842.421 745.413 469.416 410.073 326.369 97.0077 291.18 90.5134 200.667 8717.58
internal_count=4780 533 471 263 242 184 62 169 43 126 4247
is_linear=0
shrinkage=0.06


Tree=308
num_leaves=12
num_cat=0
split_feature=84 82 56 68 76 93 69 81 71 14 98
split_gain=0.098394 0.230306 0.494394 0.376324 0.336851 0.250029 0.358863 0.302385 0.339978 0.407402 0.283236
threshold=0.0012357163941487672 0.00017767510871635753 0.00087947337306104611 0.099488973617553725 0.0033348383149132137 0.0084566329605877417 0.00747153488919139 0.00017767510871635753 0.030689206905663017 0.00093549740267917525 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 7 10 -3 -9 -10 -7
right_child=1 3 -4 -5 -6 6 -8 8 9 -11 -12
leaf_value=-0.0001029460268448203 -0.00053383028832651371 0.0043993009350837839 0.0063905295292433989 -0.0051194838084754977 0.0051254647933265726 -0.0023977873896803867 0.005781968112594146 5.2042345252870002e-05 -0.006861053932077938 -0.00086034170849488877 0.001554218453399016
leaf_weight=7433.750736117363 190.33757078647614 49.717290163040161 68.106620669364929 48.334090352058411 47.265379428863525 80.705712080001831 59.342639803886414 1048.8528168201447 58.663564324378967 133.23949956893921 341.68391215801239
leaf_count=3628 121 20 35 36 18 35 21 650 41 71 104
internal_value=0 0.000359918 0.00188377 0.000104029 0.00059195 0.000246492 0.00141293 -0.000188938 -0.000372789 -0.00269472 0.000799111
internal_weight=0 2126.25 305.71 1820.54 237.603 1772.21 481.732 1290.47 1240.76 191.903 422.39
internal_count=4780 1152 174 978 139 942 160 782 762 112 139
is_linear=0
shrinkage=0.06


Tree=309
num_leaves=12
num_cat=0
split_feature=136 24 41 116 4 133 81 80 26 105 108
split_gain=0.0991315 0.120559 0.646829 0.31633 0.267307 0.213687 0.192541 0.173899 0.169364 0.492621 0.165348
threshold=0.013032016810029747 0.019431582652032379 0.00038414125447161501 0.0081988852471113222 0.0023699469165876512 0.0033348383149132137 0.011880517937242987 0.0019672545604407792 0.012636432424187662 0.0013146653072908523 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 -3 -4 10 -1 -10 -7
right_child=-2 2 6 -5 -6 7 -8 -9 9 -11 -12
leaf_value=5.5739015139805306e-05 0.0019782309588963869 0.00020965807942933379 0.0065202043501734102 0.0012708363699677249 -0.0072371247345809778 -0.0030398852308014205 0.00095624040602825856 -0.00050707677980593919 0.0015582351527053152 -0.0063967729362163469 -0.0083490969892394042
leaf_weight=8947.2225395441055 90.331061720848083 75.280059576034546 40.613771557807922 70.036700367927551 49.560045719146729 48.673628091812134 49.899583458900452 38.865985155105591 57.934391140937805 54.281573891639709 37.30049204826355
leaf_count=4472 36 34 16 40 37 26 27 18 13 34 27
internal_value=0 -1.88703e-05 -0.00102492 -0.00229259 -0.00329215 -0.00231517 0.00345282 -0.00383767 2.66857e-05 -0.00228979 -0.00534333
internal_weight=0 9469.67 410.23 319.717 249.68 200.12 90.5134 124.84 9059.44 112.216 85.9741
internal_count=4780 4744 225 182 142 105 43 71 4519 47 53
is_linear=0
shrinkage=0.06


Tree=310
num_leaves=12
num_cat=0
split_feature=54 54 86 135 103 129 61 140 94 81 79
split_gain=0.0891147 0.334327 0.517493 0.650652 0.302618 0.473309 0.275705 0.361214 0.438293 0.35646 0.414318
threshold=0.0031340263085439806 0.0027679565828293566 0.00044738779251929378 0.00075379351619631063 0.0063990866765379914 0.00057154725072905432 0.0021592099219560628 0.076978169381618514 0.0010918468469753864 0.013860232196748258 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -2 -6 7 -1 -9 10 -8
right_child=4 2 3 -5 5 -7 9 8 -10 -11 -12
leaf_value=0.00041383507422654742 -8.9867821469567362e-05 -0.00089592287375954557 -0.0011844449931871315 0.0062306402297927629 -0.0046857160818722958 0.0013793315578636465 0.0025619826227569172 -0.0079580830905369541 6.0494759436050783e-05 0.0009001419550970219 -0.0017738586721212245
leaf_weight=3476.9652271270752 4193.8916770219803 132.5353752374649 61.637306094169617 137.93597888946533 127.26696717739105 72.82814884185791 87.879150986671448 41.500189185142517 60.046764135360718 351.04487061500549 816.46817696094513
leaf_count=1644 2150 67 40 44 49 32 34 27 25 187 481
internal_value=0 0.000168946 0.00201043 0.00394052 -0.00019863 -0.00247823 4.24288e-05 0.000310817 -0.00321654 -0.000722614 -0.00135253
internal_weight=0 5166.01 332.109 199.573 4393.99 200.095 4833.9 3578.51 101.547 1255.39 904.347
internal_count=4780 2549 151 84 2231 81 2398 1696 52 702 515
is_linear=0
shrinkage=0.06


Tree=311
num_leaves=12
num_cat=0
split_feature=83 117 15 29 112 140 40 138 33 117 46
split_gain=0.0951751 0.421248 0.242008 0.328234 0.230054 0.237772 0.141507 0.333181 0.350328 0.521129 0.507881
threshold=0.11759182065725328 0.019431582652032379 0.099488973617553725 0.007706565549597145 0.00082683752407319855 0.13119348138570788 0.00060774214216507982 0.00017767510871635753 0.011519505176693203 0.0056525857653468856 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 -4 5 -2 -1 8 10 -10 -8
right_child=1 -3 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=0.00042520971539363465 0.0032509812494018958 0.0053747128421703502 -0.00029804613600564311 -0.0062943681101472531 -0.0034067907274448321 -0.0019997240000355571 -0.00039653875858833184 0.0002477342428956649 -0.0028845702603726956 0.0015254165291098405 -0.0023478050772232618
leaf_weight=2209.9675015211105 77.027845978736877 63.542336940765381 89.80923068523407 51.829663157463074 58.298977732658386 52.011956453323364 1838.8036115169525 3844.3232502937317 119.2321594953537 505.20770931243896 649.94558918476105
leaf_count=888 32 21 39 32 27 39 873 2204 63 186 376
internal_value=0 0.0011532 -3.10788e-05 -0.00249227 -0.000278671 0.00113458 6.94699e-06 -0.000125909 -0.000587303 0.000683362 -0.000906119
internal_weight=0 250.881 9309.12 141.639 187.339 129.04 9167.48 6957.51 3113.19 624.44 2488.75
internal_count=4780 119 4661 71 98 71 4590 3702 1498 249 1249
is_linear=0
shrinkage=0.06


Tree=312
num_leaves=12
num_cat=0
split_feature=103 98 46 34 103 83 136 1 117 52 94
split_gain=0.0911997 0.282133 0.473087 0.164985 0.120621 0.305859 0.6168 0.376989 0.246326 0.318013 0.295931
threshold=0.016164712607860569 0.0044099434744566688 0.0095705352723598498 0.0015833032084628942 0.0026012937305495147 0.016164712607860569 0.0003614811430452392 0.00039601318712811922 0.0056525857653468856 0.0011615398107096555 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 7 -7 -6 -9 -10 -11
right_child=1 2 -4 -5 5 6 -8 8 9 10 -12
leaf_value=2.261464804733068e-05 0.0032051168851184803 0.0037671943301188591 -0.0049918980322449817 -0.0003970567156319625 0.00045595271712341325 -0.0030986261383111882 0.0033092342909426843 -0.00029067827211237164 -0.000390943680109919 -0.0081778407688821424 -0.0014296644729927034
leaf_weight=8635.7157782316208 126.19825625419617 62.134088277816772 57.777146697044373 76.323721647262573 146.33537316322327 87.357319951057434 141.95338273048401 63.724630236625671 44.81346869468689 85.45228910446167 32.214377284049988
leaf_count=4444 31 13 30 28 44 37 37 28 16 56 16
internal_value=0 0.000991923 -0.000431377 0.00147169 -3.46226e-05 -0.000855897 0.000868121 -0.00191709 -0.00345224 -0.00469221 -0.00633035
internal_weight=0 322.433 196.235 138.458 9237.57 601.851 229.311 372.54 226.205 162.48 117.667
internal_count=4780 102 71 41 4678 234 74 160 116 88 72
is_linear=0
shrinkage=0.06


Tree=313
num_leaves=12
num_cat=0
split_feature=112 98 96 98 118 118 67 34 77 75 140
split_gain=0.0897935 0.292428 0.320288 0.167082 0.469756 0.831751 0.606201 0.463833 0.397538 0.407547 0.599704
threshold=0.034632634371519096 0.0016331639490090313 0.00017767510871635753 0.0062037324532866487 0.0066005610860884198 0.0038949446752667431 0.0013146653072908523 0.0030382014811038975 0.00899649551138282 0.00017767510871635753 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 8 7 -6 9 10 -5
right_child=1 2 -4 4 6 -7 -8 -9 -10 -11 -12
leaf_value=0.00015252422872808928 -0.0012336739508113841 -0.001212195590398887 0.0028171456060476661 -0.0045755363721890025 -0.002637251975045809 0.0035273148863164175 0.0015586815023710522 -0.0091181292218100608 -0.0041755964964670083 -0.00097830679344344524 0.00081755032400534144
leaf_weight=5690.7901315689087 178.70699489116669 97.139914035797119 264.10918629169464 79.14021897315979 122.54543900489807 203.93022656440735 78.9579256772995 58.845857620239258 98.937798142433167 1491.147166967392 1195.7489725351334
leaf_count=3210 43 21 51 44 52 67 37 48 67 747 393
internal_value=0 0.000751571 0.00173366 -4.49904e-05 -0.000382608 -0.000175021 -0.00282957 -0.00473974 -0.000438555 -0.000304885 0.000482768
internal_weight=0 539.956 361.249 9020.04 3329.25 3068.9 260.349 181.391 2864.97 2766.04 1274.89
internal_count=4780 115 72 4665 1455 1318 137 100 1251 1184 437
is_linear=0
shrinkage=0.06


Tree=314
num_leaves=12
num_cat=0
split_feature=21 141 138 52 134 108 117 59 91 142 149
split_gain=0.089523 0.396385 0.307898 0.486564 0.300413 0.486146 0.419547 0.391833 0.279323 0.283412 0.246692
threshold=0.0068083447404205808 0.0038949446752667431 0.0037758676335215573 0.016164712607860569 0.00062670491752214741 0.0034400182776153092 0.0019672545604407792 0.0012357163941487672 0.0014427106943912806 0.0033348383149132137 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7 -9 -10 -11
right_child=1 -3 -4 -5 -6 7 -8 8 9 10 -12
leaf_value=-7.8228343990144539e-05 -0.00043329976668147894 0.0017126758492159179 -0.0039138737868399187 0.0060053850204497107 -0.0035234692784764589 -0.0014364356337391042 -0.0083441439971001542 -0.0003350307678979213 0.0062729989215329551 -0.0015442841356332635 0.0031710077505307994
leaf_weight=8091.2023506164551 56.368898034095764 545.82148087024689 78.800681233406067 46.039424061775208 94.033976674079895 201.68565797805786 42.204313516616821 142.50026261806488 68.785696148872375 56.551191329956055 136.00589919090271
leaf_count=4154 22 202 54 17 63 96 31 58 15 29 39
internal_value=0 0.000430938 -0.000327044 7.77321e-06 -0.000338191 8.7208e-05 -0.00382034 0.000723313 0.00180193 0.00296713 0.0017862
internal_weight=0 1468.8 922.976 844.175 798.136 704.102 98.5732 605.529 403.843 261.343 192.557
internal_count=4780 626 424 370 353 290 53 237 141 83 68
is_linear=0
shrinkage=0.06


Tree=315
num_leaves=12
num_cat=0
split_feature=45 29 29 8 106 11 1 101 103 24 148
split_gain=0.0945459 0.493819 0.426313 0.280574 0.464995 0.238278 0.288035 0.203824 0.234149 0.188131 0.34975
threshold=0.00017767510871635753 0.0032328735105693345 0.0053125319536775359 0.0053125319536775359 0.0019071503775194289 0.00070876078098081063 0.0018488886416889729 0.0016846025246195497 0.00899649551138282 0.00017767510871635753 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 -4 -7 8 9 -1 -11
right_child=-2 2 5 -5 -6 6 -8 -9 -10 10 -12
leaf_value=-0.0024361294917048539 -6.0254270065398311e-05 0.0051713356125507714 0.0029872628744464264 -0.0032248942845885969 0.0065435569833737356 -0.0046025455225476635 0.0013699917860490469 -0.0034794027312394951 0.0042674927248371654 0.0041745709202763099 -0.0013538562191643927
leaf_weight=107.85902345180511 8675.3429367542267 124.63276314735413 97.32220733165741 111.19735181331635 37.457736492156982 48.15179705619812 73.349979877471924 66.541127562522888 43.405220031738281 66.51607871055603 108.2236100435257
leaf_count=64 4353 40 28 77 10 29 29 44 8 20 78
internal_value=0 0.00059088 0.00237035 -0.000538408 0.000156309 0.00077503 -0.000996956 -0.00045318 0.000164507 -0.000465684 0.000750584
internal_weight=0 884.657 343.457 541.2 430.003 218.824 121.502 392.545 326.004 282.599 174.74
internal_count=4780 427 126 301 224 86 58 214 170 162 98
is_linear=0
shrinkage=0.06


Tree=316
num_leaves=12
num_cat=0
split_feature=121 115 63 141 47 33 121 54 88 3 95
split_gain=0.0842308 0.251345 0.315998 0.339757 0.244036 0.243944 0.170008 0.307181 0.324601 0.725142 0.461678
threshold=0.076978169381618514 0.0010263677686452868 0.00062670491752214741 0.0011980500421486797 0.0049928687512874612 0.017724351026117805 0.0063990866765379914 0.0098710241727530974 0.0014881226234138014 0.00057154725072905432 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 -5 -1 8 9 -8 -10
right_child=1 -3 3 5 -6 -7 7 -9 10 -11 -12
leaf_value=-8.9650727570425467e-05 0.0031387687996613763 0.0020405787745381709 -0.0070570037716753452 -0.0043077821104368181 -0.0017069316109017978 0.00087626952992000062 -5.3657021417309486e-05 0.0017602828505572504 -0.0020159755581576691 -0.0063039231572992434 0.0028786783659345782
leaf_weight=7334.3273019790649 68.263865113258362 87.696857690811157 57.255315661430359 60.750888466835022 82.793036222457886 70.715775847434998 830.45741951465607 538.8052864074707 94.373514413833618 72.670904397964478 261.88966655731201
leaf_count=3934 18 27 33 29 23 20 304 186 53 49 104
internal_value=0 -0.000823185 -0.00156232 -0.00319934 0.000482881 -0.00151929 3.85317e-05 0.000561351 4.84121e-05 -0.000556589 0.00158209
internal_weight=0 427.476 339.779 188.722 151.057 131.467 9132.52 1798.2 1259.39 903.128 356.263
internal_count=4780 150 123 82 41 49 4630 696 510 353 157
is_linear=0
shrinkage=0.06


Tree=317
num_leaves=12
num_cat=0
split_feature=12 4 34 1 18 128 10 145 52 34 92
split_gain=0.0951995 0.312768 0.298857 0.191408 0.175291 0.143993 0.165301 0.34738 0.409955 0.564484 0.503057
threshold=0.024810968898236755 0.0015833032084628942 0.0015833032084628942 0.0044099434744566688 0.0021592099219560628 0.020035739988088611 0.0035485138650983576 0.00093549740267917525 0.0013146653072908523 0.0035485138650983576 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -4 6 -1 8 10 -10 -8
right_child=1 2 4 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00029855749112922038 -0.00095876922030977091 0.0069476971466348814 -0.0013634080797263837 0.0029236422882248842 0.0043838071398643857 -0.0016085177836575447 0.00046099743963683105 1.7483961781106896e-05 0.0034642491234990322 -0.0017807880953812445 0.0047776929138605134
leaf_weight=3886.7237597703934 235.38343048095703 50.421414494514465 45.882179617881775 56.733484625816345 32.736208319664001 206.11774611473083 182.59220314025879 4317.0159960985184 108.87763667106628 229.72538697719574 207.79038596153259
leaf_count=1920 192 24 34 36 13 151 77 2086 34 136 77
internal_value=0 0.00088199 0.00334211 -0.000204747 0.0010297 -4.06458e-05 -4.46804e-06 0.000222057 0.00143353 -9.42489e-05 0.00275866
internal_weight=0 421.157 129.04 292.117 78.6184 9138.84 8932.73 5046 728.986 338.603 390.383
internal_count=4780 299 71 228 47 4481 4330 2410 324 170 154
is_linear=0
shrinkage=0.06


Tree=318
num_leaves=12
num_cat=0
split_feature=136 1 32 95 131 71 17 85 88 28 53
split_gain=0.0947506 0.13154 0.641583 0.254555 0.171501 0.134274 0.401823 0.435933 0.527386 0.443112 0.394293
threshold=0.013032016810029747 0.091400381177663817 0.0012357163941487672 0.00017767510871635753 0.0015349716995842757 0.025578102096915249 0.074787221848964705 0.0063990866765379914 0.0062037324532866487 0.0012357163941487672 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1 7 8 -7 10 -10
right_child=-2 2 -4 4 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00014732097184632346 0.0019340255706069083 -0.0007611215972613257 0.0025969422479631549 -0.0092163782773949272 -0.0030262999520945045 0.00035791365407949604 -0.0040018406331358853 -0.0039572809063201219 -0.0014329006878286193 0.008087959462734242 0.0053622621469623837
leaf_weight=6216.5245932340622 90.331061720848083 39.387816190719604 76.323721647262573 41.682482481002808 26.266893744468689 2735.0799367427826 74.940521836280823 78.800681233406067 66.880665302276611 56.890729069709778 56.890729069709778
leaf_count=3447 36 15 28 34 18 1032 44 54 34 19 19
internal_value=0 -1.84486e-05 -0.00160853 -0.00459889 -0.00682351 1.30003e-05 0.000337694 0.000446294 0.000565304 0.00370504 0.00169045
internal_weight=0 9469.67 183.661 107.337 67.9494 9286.01 3069.48 2994.54 2915.74 180.662 123.771
internal_count=4780 4744 95 67 52 4649 1202 1158 1104 72 53
is_linear=0
shrinkage=0.06


Tree=319
num_leaves=12
num_cat=0
split_feature=43 149 114 4 37 29 77 60 32 65 67
split_gain=0.0916034 0.547171 0.377894 0.662355 0.485352 0.383409 0.343577 0.321258 0.298748 0.264817 0.341247
threshold=0.00085274505545385193 0.0030382014811038975 0.0014881226234138014 0.00747153488919139 0.0045489775948226461 0.0068083447404205808 0.0013146653072908523 0.0013146653072908523 0.002945306478068233 0.00077738583786413084 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 -4 -7 -8 -2 10 -3
right_child=1 9 5 -5 -6 6 7 -9 -10 -11 -12
leaf_value=0.00018615434584248115 -0.006768167690611596 0.00016509962763882724 -0.0020506788298559832 0.0030220704632355571 0.00024508082860286612 0.0054813503507141169 0.0028032368402033121 -0.0047334301708719696 -0.0014340413041987461 0.0007650397612770694 -0.0013068054972701457
leaf_weight=4769.0470374822617 175.80839967727661 1960.1049976348877 198.4224761724472 52.691031932830811 65.654709935188293 60.046764135360718 46.743548393249512 36.074536681175232 48.15179705619812 1349.4080777168274 797.84645545482635
leaf_count=2626 116 739 155 19 33 25 21 26 29 580 411
internal_value=0 -0.000185303 -0.00175706 -0.00316566 -0.00429143 -0.000344245 0.00202579 -0.000479642 -0.00562132 7.62858e-05 -0.000260707
internal_weight=0 4790.95 683.593 342.306 289.615 341.287 142.865 82.8181 223.96 4107.36 2757.95
internal_count=4780 2154 424 197 178 227 72 47 145 1730 1150
is_linear=0
shrinkage=0.06


Tree=320
num_leaves=12
num_cat=0
split_feature=33 95 149 103 106 112 98 94 110 94 125
split_gain=0.0907228 0.222264 0.215549 0.443599 0.354621 0.339927 0.333948 0.312171 0.313858 0.572963 0.744158
threshold=0.00093549740267917525 0.072653736919164671 0.00060774214216507982 0.016164712607860569 0.0084566329605877417 0.00082683752407319855 0.079227816313505187 0.0037758676335215573 0.00057154725072905432 0.00066645268816500913 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 7 -6 -4 8 9 -1 -11
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 10 -12
leaf_value=-0.0019642092547627202 -0.0001383982534487742 -0.0033982049646968482 0.00086185111657212854 0.0059821465848393192 -0.0035962938957103067 0.00029826997505551017 -0.0024284671546692914 -0.0012794938319795716 0.0023714012223724681 0.0050227087370332069 -0.00025604850134775258
leaf_weight=290.68361759185791 6125.6104565858841 59.185395359992981 1474.0909385681152 57.412560105323792 188.43253993988037 141.09201395511627 120.09352827072144 353.88641679286957 313.19749867916107 143.02209365367889 293.29277276992798
leaf_count=196 3020 38 668 16 140 50 50 227 139 55 181
internal_value=0 0.000246848 0.000310766 0.000800591 -0.000158595 -0.00192876 0.000613984 0.000259826 0.00078352 9.94468e-05 0.0014743
internal_weight=0 3434.39 3375.2 1651.6 1723.61 329.525 1594.18 1394.08 1040.2 726.998 436.315
internal_count=4780 1760 1722 734 988 190 718 798 571 432 236
is_linear=0
shrinkage=0.06


Tree=321
num_leaves=12
num_cat=0
split_feature=150 46 135 112 79 112 105 28 48 24 150
split_gain=0.08856 0.208671 0.258421 0.132114 0.333678 0.336666 0.396511 0.291456 0.254267 0.344716 0.325049
threshold=0.028020657598972324 0.00017767510871635753 0.00039601318712811922 0.00073092587990686308 0.015200819820165636 0.00082683752407319855 0.0011261500185355546 0.0020292587578296666 0.0012357163941487672 0.0044099434744566688 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -5 -8 10 -10 -7
right_child=1 2 -4 4 -6 8 7 -9 9 -11 -12
leaf_value=0.00014823300792999602 0.0039905017503086282 0.002943002336657936 -0.0015650568414143256 4.7759677374860204e-05 -0.0031272420479509814 0.0020268645006781346 -0.0098302122431942734 -0.0020382198175547977 -0.00026163287411928111 0.0065941154890716489 -0.00033747033702448252
leaf_weight=5717.9935406446457 66.51607871055603 72.64585554599762 123.77139437198639 72.64585554599762 145.86363983154297 225.26824998855591 38.004616379737854 31.692546248435974 59.00310206413269 47.787210464477539 2958.8077424764633
leaf_count=3287 20 25 53 25 95 57 31 19 31 15 1122
internal_value=0 0.0010859 0.00010227 -3.07108e-05 -0.000316595 -0.000197181 -0.00305403 -0.00628705 -7.36111e-05 0.00280622 -0.000170197
internal_weight=0 262.933 196.417 9297.07 3579.07 3433.21 142.343 69.6972 3290.87 106.79 3184.08
internal_count=4780 98 78 4682 1395 1300 75 50 1225 46 1179
is_linear=0
shrinkage=0.06


Tree=322
num_leaves=12
num_cat=0
split_feature=44 3 92 149 81 53 117 0 150 47 32
split_gain=0.0858866 0.270744 0.418449 0.576777 0.358454 0.246032 0.317328 0.391335 0.292135 0.334052 0.266703
threshold=0.013439828064292671 0.00050559637020342063 0.0034400182776153092 0.012636432424187662 0.0063990866765379914 0.015675474889576439 0.016668972559273246 0.0010918468469753864 0.0068083447404205808 0.00747153488919139 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -4 6 -2 -8 9 -7 -9
right_child=1 2 4 -5 -6 8 7 10 -10 -11 -12
leaf_value=-8.6927966849143379e-05 -0.00063080132099495409 -0.0011546157138885437 0.0057057019944684135 0.003703408477240132 0.00026976827400092198 -0.0043106990309735175 -0.0018833523772314393 0.0036336827774744156 -0.0051701510693981457 0.0015420803500942042 -0.0003700390404565801
leaf_weight=7749.4182430505753 582.80748403072357 285.93704056739807 121.13719034194946 127.08467388153076 68.28891396522522 53.759742856025696 91.557017087936401 228.08474731445312 69.514869332313538 101.18236672878265 81.227543115615845
leaf_count=3954 263 175 44 42 42 37 37 73 43 38 32
internal_value=0 0.000372058 0.00141107 0.000340174 0.00374602 -0.000146054 0.000262953 0.00156234 -0.00193851 -0.000488639 0.00258228
internal_weight=0 1810.58 602.448 413.022 189.426 1208.13 983.677 400.869 224.457 154.942 309.312
internal_count=4780 826 303 217 86 523 405 142 118 75 105
is_linear=0
shrinkage=0.06


Tree=323
num_leaves=12
num_cat=0
split_feature=14 24 130 61 75 140 44 67 33 81 53
split_gain=0.0897803 0.275846 0.288872 0.244191 0.220234 0.317048 0.398974 0.494473 0.426846 0.340725 0.330009
threshold=0.0034400182776153092 0.014293605927377941 0.00055427959887310873 0.010500331409275534 0.0042751494329422721 0.0015833032084628942 0.00090704852482303988 0.00096484774257987748 0.00077738583786413084 0.0013146653072908523 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 9 7 -7 -9 -2 -8
right_child=1 2 -4 -5 -6 6 10 8 -10 -11 -12
leaf_value=-9.8415865659429093e-05 0.0019005805563792101 -0.0042791827503991364 0.003066238828958514 0.0010524148218041484 -9.8208843657567328e-05 0.0012455860361078558 -0.00034135635960591261 0.0018732015189991576 0.0083894039203643769 -0.0036173350624398911 0.0033801483962702301
leaf_weight=7431.0914832353592 71.080362439155579 118.55308401584625 35.892243385314941 41.83972692489624 938.22739374637604 201.32107138633728 366.07082390785217 60.229057431221008 90.670599460601807 92.990314602851868 112.03367173671722
leaf_count=3595 34 83 19 17 618 82 165 32 26 69 40
internal_value=0 0.000343527 -0.00179954 -0.00288839 0.000561186 0.00118333 0.00165957 0.00319191 0.00578857 -0.00122681 0.0005307
internal_weight=0 2128.91 196.285 160.393 1932.62 994.396 830.325 352.221 150.9 164.071 478.104
internal_count=4780 1185 119 100 1066 448 345 140 58 103 205
is_linear=0
shrinkage=0.06


Tree=324
num_leaves=12
num_cat=0
split_feature=105 25 135 33 32 127 149 40 17 42 52
split_gain=0.0859381 0.260626 0.465803 0.391907 0.679602 0.410904 0.376517 0.377907 0.350099 0.367909 0.343908
threshold=0.0032328735105693345 0.00042089859198313212 0.0023699469165876512 0.0070226341485977182 0.00077738583786413084 0.001792412775103003 0.012636432424187662 0.0027679565828293566 0.0012357163941487672 0.0011261500185355546 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 -5 10 -8 -6 -10 -2
right_child=1 2 3 5 8 -7 7 -9 9 -11 -12
leaf_value=-0.00012550897704696566 -0.0040409842836543657 4.1231792742217106e-06 0.0076009270227447431 0.0012436677217865309 0.0038767469653967781 -0.0044579816810349383 -0.00074912819403189781 -0.0058583900772602284 0.0033575877458885584 -0.0028947171989726962 0.00085378963434105915
leaf_weight=6430.0690232515335 59.707226395606995 1735.4768716096878 93.644341230392456 313.19749867916107 134.44040608406067 53.237911820411682 125.85871851444244 88.947861909866333 56.368898034095764 84.930458068847656 384.12061667442322
leaf_count=3169 35 960 25 139 48 40 41 52 22 59 190
internal_value=0 0.000257843 0.000540496 0.00180556 0.00318473 0.000415298 -0.000802711 -0.00286479 0.00168494 -0.00040047 0.000195306
internal_weight=0 3129.93 2471.3 735.82 369.384 366.435 658.634 214.807 275.74 141.299 443.828
internal_count=4780 1611 1293 333 154 179 318 93 129 81 225
is_linear=0
shrinkage=0.06


Tree=325
num_leaves=12
num_cat=0
split_feature=84 47 128 13 53 9 112 138 93 101 148
split_gain=0.0903628 0.281681 0.287424 0.43437 0.389703 0.316181 0.314055 0.319724 0.285373 0.267406 0.282981
threshold=0.0012357163941487672 0.040252277627587325 0.00060774214216507982 0.00040826165059115743 0.0056525857653468856 0.00057154725072905432 0.0014881226234138014 0.00052132029668428015 0.013032016810029747 0.00017767510871635753 0.017188700847327713
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 7 -6 -7 10 -3
right_child=1 9 5 -5 6 8 -8 -9 -10 -11 -12
leaf_value=-9.8655239775730788e-05 -0.0011151228722480803 -0.001977948427365539 0.00084321743143893151 0.006498354964132722 0.0020234008769426113 -0.001769194712705983 0.0042516751946716676 -0.0044837392673539892 0.0018943896409679155 -0.0038667342429825821 0.0032908544710288008
leaf_weight=7433.750736117363 174.01051557064056 94.373514413833618 826.6153576374054 61.794550538063049 110.28588533401489 402.24555599689484 162.43003737926483 36.074536681175232 94.530758857727051 103.84161961078644 60.046764135360718
leaf_count=3628 70 53 479 23 42 287 40 26 36 71 25
internal_value=0 0.000344917 0.0006017 0.0017619 0.00115567 0.000124259 0.00243532 0.000419538 -0.00107206 -0.00151237 7.08406e-05
internal_weight=0 2126.25 1867.99 544.596 482.801 1323.39 308.79 146.36 496.776 258.262 154.42
internal_count=4780 1152 1003 201 178 802 108 68 323 149 78
is_linear=0
shrinkage=0.06


Tree=326
num_leaves=12
num_cat=0
split_feature=21 143 113 124 54 94 80 108 40 9 121
split_gain=0.0881455 0.288384 0.327853 0.403023 0.619619 0.610861 0.458192 0.29945 0.34104 0.268081 0.24638
threshold=0.0068083447404205808 0.001792412775103003 0.00080172589514404546 0.0038949446752667431 0.0072436286136507997 0.0037758676335215573 0.0084566329605877417 0.0098710241727530974 0.00060774214216507982 0.0012357163941487672 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 4 6 10 9 -2 -9 -4 -6
right_child=1 2 3 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-7.7624152560857977e-05 0.00031651478955878261 0.0044439688910221167 0.0010524805412892579 -0.0025776261447209565 0.00033621404867746228 0.0073215190346079696 -0.0057494486117128183 -0.0014433766668642395 -0.0082708516024047503 -0.0024976363325054742 0.003423441544612727
leaf_weight=8091.2023506164551 201.32107138633728 85.949071288108826 300.39106512069702 127.13477158546448 232.30949330329895 80.34112548828125 53.759742856025696 92.782972455024719 36.778661012649536 102.77290868759155 155.25659847259521
leaf_count=4154 82 29 108 90 97 21 37 38 30 53 41
internal_value=0 0.00042761 0.000880965 0.000589856 0.00102528 0.00255999 -0.000546311 -0.00113149 -0.00338149 0.000147499 0.00157294
internal_weight=0 1468.8 1137.91 1051.97 924.831 467.907 456.924 330.883 129.562 403.164 387.566
internal_count=4780 626 476 447 357 159 198 150 68 161 138
is_linear=0
shrinkage=0.06


Tree=327
num_leaves=12
num_cat=0
split_feature=54 145 19 102 121 144 78 82 67 137 26
split_gain=0.0902363 0.294857 0.319141 0.348421 0.286988 0.497112 0.374343 0.395895 0.319115 0.332992 0.454657
threshold=0.0031340263085439806 0.00055427959887310873 0.0022272822679951791 0.00096484774257987748 0.0098710241727530974 0.0045489775948226461 0.0068083447404205808 0.0020292587578296666 0.00080172589514404546 0.0016846025246195497 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 8 6 7 -6 9 10 -3
right_child=1 4 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.0001700060914490517 0.00038167029997191175 -0.00035011286291489961 -0.0071879644108366596 -0.00096953839031229077 0.0025858540414705204 -0.0044033445667942331 0.0047650612535524118 -0.00019035157342984482 0.00056163637946469828 -0.0032173712014364479 -0.0048201006755974459
leaf_weight=5166.0130392313004 91.557017087936401 1980.0208697319031 68.47120726108551 61.637306094169617 280.41119265556335 61.637306094169617 93.304803490638733 543.00498354434967 947.2557657957077 181.2340521812439 85.45228910446167
leaf_count=2549 37 1043 49 40 78 40 35 186 550 117 56
internal_value=0 -0.000199876 -0.00233227 -0.00424206 -8.65873e-05 0.000812518 0.00116322 0.000755075 -0.000361996 -0.000751418 -0.000535044
internal_weight=0 4393.99 221.666 130.109 4172.32 978.358 916.721 823.416 3193.96 2246.71 2065.47
internal_count=4780 2231 126 89 2105 339 299 264 1766 1216 1099
is_linear=0
shrinkage=0.06


Tree=328
num_leaves=12
num_cat=0
split_feature=109 96 133 73 102 39 93 17 95 136 62
split_gain=0.0851511 0.353713 0.347023 0.345087 0.307263 0.396478 0.649297 0.435838 0.56129 0.426877 0.425338
threshold=0.010500331409275534 0.00017767510871635753 0.00080172589514404546 0.00017767510871635753 0.0016846025246195497 0.0087224207818508166 0.0014881226234138014 0.0012357163941487672 0.00244467705488205 0.0015349716995842757 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 9 10 -3 -9
right_child=1 4 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=0.00012371268226295004 -0.0038644443548101147 -0.00055960705885636829 -0.0058301694404971826 0.0020393634282710473 -0.00068732869741421076 0.0013566660088651708 -0.0059859792184939189 0.0049961097044106811 -0.00090153776123391423 0.0036264316980993993 0.00043138086580343907
leaf_weight=6471.2547235488892 69.332576036453247 636.90676462650299 76.870601534843445 73.349979877471924 1470.0415345430374 91.399772644042969 82.478547334671021 242.79621171951294 138.4828587770462 101.70419776439667 105.38206386566162
leaf_count=3230 36 290 49 29 812 54 57 85 65 35 38
internal_value=0 -0.000259191 -0.0025803 -0.000829426 -8.1578e-05 0.000554864 -0.00212629 0.000935347 0.00232944 1.67961e-05 0.00361452
internal_weight=0 3088.75 219.553 142.683 2869.19 1399.15 173.878 1225.27 486.661 738.611 348.178
internal_count=4780 1550 114 65 1436 624 111 513 188 325 123
is_linear=0
shrinkage=0.06


Tree=329
num_leaves=12
num_cat=0
split_feature=98 118 127 81 118 133 75 82 132 1 140
split_gain=0.09328 0.335889 0.557624 0.466636 0.460105 0.506393 0.446038 0.599111 0.741677 0.706882 0.572101
threshold=0.0062037324532866487 0.0066005610860884198 0.0021592099219560628 0.027182282879948619 0.0038949446752667431 0.0048403022810816774 0.00017767510871635753 0.002945306478068233 0.0011615398107096555 0.0098710241727530974 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 10 8 9 -8 -2
right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=0.00014548594544348258 -0.0044606215152418593 -0.00084394207451111926 -0.0073673702187127222 0.0040057912809959547 -0.0014535025226883958 0.0049667965461675893 -0.0049146264811952564 -6.5957233534559521e-05 0.0010178464297054416 0.00021415781272355542 0.00067504034943937296
leaf_weight=5965.4110851287842 82.818085074424744 222.16231262683868 59.889519691467285 98.026331663131714 69.150282740592957 122.7026834487915 373.13711607456207 900.90880417823792 168.08808088302612 130.60529553890228 1367.1002352237701
leaf_count=3273 47 99 42 32 29 35 229 406 96 62 430
internal_value=0 -0.000241442 -0.0022291 -7.21994e-05 -0.000196558 0.0026527 -0.000377405 -0.00107722 -0.00243331 -0.00358489 0.000381696
internal_weight=0 3594.59 282.052 3312.54 3214.51 191.853 3022.66 1572.74 671.83 503.742 1449.92
internal_count=4780 1507 141 1366 1334 64 1270 793 387 291 477
is_linear=0
shrinkage=0.06


Tree=330
num_leaves=12
num_cat=0
split_feature=44 72 93 24 18 116 148 132 145 142 92
split_gain=0.0943727 0.314098 0.361951 0.320564 0.277008 0.263026 0.14911 0.308859 0.299589 0.216135 0.213631
threshold=0.04673989117145539 0.0012357163941487672 0.0070226341485977182 0.0035485138650983576 0.00047558375808876013 0.0012357163941487672 0.041476719081401832 0.00070876078098081063 0.00055427959887310873 0.0033348383149132137 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 -2 -4 -1 8 -8 10 -10
right_child=1 2 5 -5 -6 -7 7 -9 9 -11 -12
leaf_value=1.6553312187558779e-05 -0.0043252055031026441 0.0059632512652377625 0.0014391569944234603 0.0014321666386463163 0.0020314713379316696 -0.0036135916110551646 0.0010316491895571668 0.00051384852597837058 0.00086057385373552802 -0.0055660654337116094 -0.0042387692347949524
leaf_weight=8509.6566689014435 69.854407072067261 84.723115921020508 85.244946956634521 167.01936995983124 38.161860823631287 65.654709935188293 70.558531403541565 253.38312554359436 57.777146697044373 97.372305035591125 60.593644022941589
leaf_count=4211 33 28 25 78 14 33 37 169 30 76 46
internal_value=0 0.000793576 0.00156431 0.00295709 -0.00207941 -0.000759236 -4.47819e-05 -0.0010119 -0.00236223 -0.00347219 -0.00174976
internal_weight=0 510.658 402.642 251.742 108.016 150.9 9049.34 539.685 286.302 215.743 118.371
internal_count=4780 211 164 106 47 58 4569 358 189 152 76
is_linear=0
shrinkage=0.06


Tree=331
num_leaves=12
num_cat=0
split_feature=150 87 40 69 90 98 82 66 27 36 141
split_gain=0.0892737 0.268967 0.197089 0.131686 0.34655 0.291914 0.267499 0.241764 0.23413 0.371771 0.172427
threshold=0.028020657598972324 0.00080172589514404546 0.0027679565828293566 0.019431582652032379 0.00060774214216507982 0.0044099434744566688 0.002945306478068233 0.00057154725072905432 0.0032328735105693345 0.00047558375808876013 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 8 7 -7 9 -5 -8
right_child=1 -3 -4 4 -6 6 10 -9 -10 -11 -12
leaf_value=-8.2410756499356111e-05 0.0042440284765264871 -0.0012756527458530115 -0.00015416750600127523 0.00064125814767607831 0.0063013824601129385 -0.0051036002929535996 -0.0015655108224107062 0.00066154868722757528 -0.00070965473093695483 0.0071377634537736915 0.0031722531375458648
leaf_weight=8836.1003342866898 101.00007343292236 104.33840179443359 57.594853401184082 68.106620669364929 39.909647226333618 73.714566469192505 49.717290163040161 40.613771557807922 67.245251893997192 59.342639803886414 62.316381573677063
leaf_count=4467 31 44 23 35 12 43 20 16 48 21 20
internal_value=0 0.00109027 0.00264679 -3.08343e-05 0.000957817 0.00045133 -0.00101382 -0.0030556 0.00215479 0.00366615 0.00106977
internal_weight=0 262.933 158.595 9297.07 460.966 421.057 226.362 114.328 194.695 127.449 112.034
internal_count=4780 98 54 4682 215 203 99 59 104 56 40
is_linear=0
shrinkage=0.06


Tree=332
num_leaves=12
num_cat=0
split_feature=45 26 60 83 94 118 50 130 34 75 53
split_gain=0.0822418 0.248919 0.252488 0.211417 0.206879 0.328091 0.173368 0.16804 0.158206 0.289078 0.182234
threshold=0.00017767510871635753 0.0026833302108570938 0.0011261500185355546 0.00093549740267917525 0.00017767510871635753 0.01884530205279589 0.0038949446752667431 0.00017767510871635753 0.00055427959887310873 0.00077738583786413084 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 8 -1 -4 10 -10 -6
right_child=-2 -3 7 4 5 -7 -8 -9 9 -11 -12
leaf_value=1.6494928818105458e-05 -5.6196957159048034e-05 0.0043714687500060346 -0.002714161780665142 0.0037152303084390997 -0.004187880661708541 0.004618637038613399 -0.0049728163454381908 0.0008126341530874042 0.0044140438058429014 -0.0017293469539402244 0.00032410500338096195
leaf_weight=154.08074080944061 8675.3429367542267 57.412560105323792 139.73386299610138 122.88497674465179 56.551191329956055 64.064167976379395 29.944759845733643 74.6009840965271 57.412560105323792 53.055618524551392 74.915472984313965
leaf_count=88 4353 16 90 42 29 18 21 54 16 33 20
internal_value=0 0.000551093 0.00028595 0.000905823 0.00163577 0.000800689 -0.000795369 -0.00148663 -0.000210301 0.0014635 -0.00161675
internal_weight=0 884.657 827.244 612.909 428.884 305.999 184.026 214.335 241.935 110.468 131.467
internal_count=4780 427 411 267 158 116 109 144 98 49 49
is_linear=0
shrinkage=0.06


Tree=333
num_leaves=12
num_cat=0
split_feature=39 112 124 1 59 18 99 107 3 75 117
split_gain=0.0862647 0.344213 0.265149 0.586583 0.520909 0.499717 0.374383 0.36195 0.439762 0.3366 0.305839
threshold=0.0041444667149335155 0.010829726699739696 0.0010585968848317864 0.0027679565828293566 0.0026833302108570938 0.00052132029668428015 0.0026012937305495147 0.0092791137285530585 0.0011980500421486797 0.00093549740267917525 0.066585760563611998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 -2 -5 9 -9 -4 -11
right_child=1 -3 7 4 -6 -7 -8 8 -10 10 -12
leaf_value=-0.00010840072274672308 -0.0040172209519712971 0.0037445469887865679 -0.0040480465082717142 0.0070030142498419259 -0.00038389483954682542 -0.00035375628960123497 0.00086180089109981343 0.0052184883973926677 -0.0010292868988481575 0.00036001780381177551 0.0057709993111135643
leaf_weight=7020.4715818166733 233.06371533870697 100.29594910144806 60.593644022941589 73.167686581611633 305.5272775888443 315.49216496944427 69.854407072067261 123.40680778026581 60.411350727081299 1158.8492621183395 38.865985155105591
leaf_count=3332 149 27 46 22 167 158 33 39 39 750 18
internal_value=0 0.000299671 0.000158026 -0.000594292 0.00101506 -0.00191024 0.00400354 0.000678187 0.00316517 0.00031488 0.000535605
internal_weight=0 2539.53 2439.23 997.105 448.549 548.556 143.022 1442.13 183.818 1258.31 1197.72
internal_count=4780 1448 1421 529 222 307 55 892 78 814 768
is_linear=0
shrinkage=0.06


Tree=334
num_leaves=12
num_cat=0
split_feature=90 63 96 127 119 106 87 51 5 50 65
split_gain=0.0878307 0.330786 0.409489 0.270855 0.169177 0.324617 0.267419 0.389046 0.28529 0.242659 0.252343
threshold=0.0016331639490090313 0.0030382014811038975 0.0012357163941487672 0.0021592099219560628 0.0010585968848317864 0.0035485138650983576 0.0092791137285530585 0.0015833032084628942 0.0019672545604407792 0.0063990866765379914 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 -6 7 8 -7 10 -9
right_child=1 -3 3 -5 5 6 -8 9 -10 -11 -12
leaf_value=2.0126384731852232e-05 -0.00099311863319194622 -0.0030491523271403672 0.0057372162965460081 0.00096037906193643127 -0.0059221827031021657 -0.0017413272471187076 0.0034199788529012437 -0.0039962303053261618 0.0031634852427904446 -0.0073298616637872474 0.0025371097966861082
leaf_weight=8799.2715755701065 114.69292461872101 61.819599390029907 96.800376296043396 76.506014943122864 46.925841689109802 87.357319951057434 50.760952234268188 67.949376225471497 83.49716055393219 43.430268883705139 30.98842191696167
leaf_count=4389 73 47 31 35 28 37 14 52 27 32 15
internal_value=0 0.000933164 0.00178798 0.00362848 -3.54432e-05 -0.00122542 -0.000619897 -0.0012746 0.000655671 -0.0035911 -0.00194992
internal_weight=0 349.819 287.999 173.306 9210.18 410.909 363.983 313.223 170.854 142.368 98.9378
internal_count=4780 186 139 66 4594 205 177 163 64 99 67
is_linear=0
shrinkage=0.06


Tree=335
num_leaves=12
num_cat=0
split_feature=12 99 101 56 46 79 85 93 35 43 132
split_gain=0.0814507 0.340212 0.240765 0.163207 0.179589 0.118372 0.396063 0.275844 0.181051 0.321796 0.266731
threshold=0.024810968898236755 0.034632634371519096 0.0060143163427710542 0.00047558375808876013 0.00087947337306104611 0.020035739988088611 0.00093549740267917525 0.0020292587578296666 0.016164712607860569 0.0038949446752667431 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 8 7 -7 -1 10 -10
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 -12
leaf_value=-6.6286309307408105e-05 -0.0012057593239499153 0.0068125389093753649 0.0047670628862585733 0.0054080582981741827 0.00025314761652147011 -0.0020037045147907762 0.00041079726402940811 -0.0080425438863210158 0.0015837444178702883 0.0042335071388819642 -0.001238536479709352
leaf_weight=8173.9271916151047 213.65577161312103 31.510252952575684 39.570109486579895 31.692546248435974 104.72803723812103 100.86787784099579 236.03745710849762 37.30049204826355 290.08664000034332 94.34846556186676 206.27499055862427
leaf_count=3944 164 12 22 19 82 72 148 27 127 29 134
internal_value=0 0.000815818 0.000330871 -0.000170565 0.00145071 -3.75964e-05 -0.00108266 -0.00363397 7.02247e-06 0.00102143 0.000410878
internal_weight=0 421.157 389.646 350.076 136.421 9138.84 374.206 138.168 8764.64 590.71 496.362
internal_count=4780 299 287 265 101 4481 247 99 4234 290 261
is_linear=0
shrinkage=0.06


Tree=336
num_leaves=12
num_cat=0
split_feature=61 108 35 87 134 52 143 125 36 89 70
split_gain=0.0857903 0.270176 0.352086 0.4377 0.383245 0.307387 0.344829 0.434967 0.333506 0.386917 0.3097
threshold=0.00064626874518580746 0.0016846025246195497 0.00073092587990686308 0.0048403022810816774 0.00082683752407319855 0.00096484774257987748 0.0034400182776153092 0.086341444402933135 0.0095705352723598498 0.00043393640953581786 0.034632634371519096
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -3 10 8 -8 -10 -7
right_child=1 5 4 -5 -6 6 7 -9 9 -11 -12
leaf_value=0.00028614250456324706 -0.0037929388206263573 0.00093752175122612338 -0.0006492218551936615 0.0024244294461651778 0.0047072667456601368 -0.00086186792494672988 0.0001103278132452762 -0.0054688454919802213 0.0060484015403649265 -0.00049038860573399608 -0.0062833846213063253
leaf_weight=2704.8137366771698 242.16723394393921 1147.0683931112289 857.33938837051392 49.013165831565857 50.943245530128479 1145.6851933002472 3142.529900431633 48.855921387672424 74.393641948699951 57.959439992904663 39.230571746826172
leaf_count=1206 153 528 576 16 21 544 1611 33 23 37 32
internal_value=0 -0.000112902 -0.00093083 -0.0027464 -0.00034879 6.05642e-05 -0.000162547 0.000150753 0.000234588 0.00318497 -0.00104137
internal_weight=0 6855.19 1199.46 291.18 908.283 5655.72 4508.65 3323.74 3274.88 132.353 1184.92
internal_count=4780 3574 766 169 597 2808 2280 1704 1671 60 576
is_linear=0
shrinkage=0.06


Tree=337
num_leaves=12
num_cat=0
split_feature=33 109 100 143 108 59 121 35 127 127 83
split_gain=0.0870509 0.220214 0.200046 0.396185 0.373818 0.478934 0.382448 0.362676 0.607132 0.39977 0.450129
threshold=0.00093549740267917525 0.00017767510871635753 0.00244467705488205 0.0038949446752667431 0.0051502294372767219 0.0084566329605877417 0.0063990866765379914 0.0014427106943912806 0.0005893622583243997 0.0025217677466571335 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 7 6 -6 -1 9 -9 10 -4
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 -12
leaf_value=0.00024063022888615109 -0.0036736865584623976 -9.8990080899170202e-05 0.00030979523851973036 0.0031659362546571628 -0.00057979221303229524 -0.0054813714256223313 0.0035181181011357168 0.0050200233471801138 -0.0025758186189695454 0.0026602003553400856 -0.0057568509005603268
leaf_weight=1842.6568195819855 62.680968165397644 6062.9294884204865 83.49716055393219 233.87498641014099 737.07051813602448 79.504805564880371 137.75368559360504 103.63427746295929 59.707226395606995 63.542336940765381 93.1475590467453
leaf_count=1044 34 2986 27 88 358 58 37 40 35 21 52
internal_value=0 -0.000135569 0.000241801 0.00120105 2.31998e-05 -0.00105703 0.000468606 6.22441e-05 0.00224347 -0.00142112 -0.00288924
internal_weight=0 6125.61 3434.39 637.404 2796.99 816.575 1980.41 403.529 163.342 240.187 176.645
internal_count=4780 3020 1760 263 1497 416 1081 175 75 100 79
is_linear=0
shrinkage=0.06


Tree=338
num_leaves=12
num_cat=0
split_feature=136 100 1 68 39 78 140 58 117 42 24
split_gain=0.0882252 0.0907966 0.353536 0.363102 0.376242 0.440105 0.563549 0.40252 0.36994 0.358249 0.681608
threshold=0.013032016810029747 0.0033348383149132137 0.091400381177663817 0.004017772153019906 0.0041444667149335155 0.000490355829242617 0.05109804309904576 0.0053125319536775359 0.066585760563611998 0.0015833032084628942 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 -6 10 -9
right_child=-2 -3 -4 -5 8 6 -8 9 -10 -11 -12
leaf_value=0.002553117180246014 0.0018662397578651313 0.00019220417358326443 -0.003393114254494851 -0.00076343929239479607 0.0010103453250857035 -0.00036755508320230359 -0.0059725716892034663 -0.0084162161022065772 0.0064553394456324494 0.0025851051978818219 0.0014676365550341111
leaf_weight=351.83109283447266 90.331061720848083 4157.5666518211365 120.64040815830231 1916.7109237909317 905.23374557495117 1742.3107727766037 67.062958598136902 48.15179705619812 47.265379428863525 60.386301875114441 52.50873863697052
leaf_count=102 36 1884 71 1077 526 969 41 29 18 15 12
internal_value=0 -1.7802e-05 -0.000182165 -0.000107549 0.000276344 -0.000135539 -0.0005753 0.00141589 0.00128054 -0.00106855 -0.00326039
internal_weight=0 9469.67 5312.1 5191.46 3274.75 2322.25 1809.37 512.878 952.499 161.047 100.661
internal_count=4780 4744 2860 2789 1712 1168 1010 158 544 56 41
is_linear=0
shrinkage=0.06


Tree=339
num_leaves=12
num_cat=0
split_feature=93 12 131 83 54 39 95 122 91 46 40
split_gain=0.0895778 0.275116 0.395054 0.523369 0.358183 0.52212 0.384401 0.383698 0.331356 0.418339 0.393788
threshold=0.0023699469165876512 0.00062670491752214741 0.0020292587578296666 0.045367386192083366 0.024810968898236755 0.0056525857653468856 0.014740333426743748 0.0032328735105693345 0.00087947337306104611 0.0062037324532866487 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 6 -4 -7 9 -3 -11
right_child=1 2 4 -5 -6 7 -8 -9 -10 10 -12
leaf_value=0.00016866843173357759 0.00025567124854828142 0.001287310197623702 -0.0021796671770304447 -0.0062921849268038153 0.0039272530181451801 0.0021405909421632293 0.0037621876889186328 -0.0035674210513452422 -0.0019218114562346764 -0.0067608889847231854 0.00052150325402654794
leaf_weight=5186.1293021440506 2281.708841919899 322.61550617218018 389.04948699474335 74.418690800666809 85.949071288108826 345.07233822345734 43.587513327598572 48.334090352058411 676.16238522529602 52.351494193077087 54.621111631393433
leaf_count=3045 717 109 218 47 29 165 15 36 346 29 24
internal_value=0 -0.000199991 -0.000696936 -0.00142171 0.000240967 -0.000142587 -0.00158103 0.0014393 -0.00109392 0.000209151 -0.00304244
internal_weight=0 4373.87 2092.16 1180.17 911.993 826.043 432.637 393.406 1105.75 429.588 106.973
internal_count=4780 1735 1018 555 463 434 233 201 508 162 53
is_linear=0
shrinkage=0.06


Tree=340
num_leaves=12
num_cat=0
split_feature=141 107 21 117 60 98 131 2 115 50 45
split_gain=0.0828909 0.346328 0.336113 0.661363 0.278148 0.277381 0.580504 0.273467 0.303741 0.254415 0.477721
threshold=0.0005893622583243997 0.020035739988088611 0.011169348377734424 0.0031340263085439806 0.00085274505545385193 0.0032328735105693345 0.0005893622583243997 0.015200819820165636 0.0016846025246195497 0.0028552538715302949 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 9 -6 -7 -2 -9 10 -1
right_child=7 2 -4 -5 5 6 -8 8 -10 -11 -12
leaf_value=7.1784348148250222e-05 0.00012437182879585762 -0.0007909550403257089 -0.0012025860010055687 0.0077399616860294469 -0.00045712800396648556 -0.0085357312328598195 -0.0015588444654993615 -0.0070513541522739609 -0.00039846967086719164 0.00055477600947438459 -0.00413953918896589
leaf_weight=296.42375898361206 7721.4856607913971 61.272719502449036 78.253801345825195 70.193944811820984 210.3174432516098 59.889519691467285 151.62883007526398 40.274233818054199 63.906923532485962 662.23714303970337 144.11585342884064
leaf_count=163 3849 26 33 23 151 42 86 26 35 249 97
internal_value=0 -0.000375293 0.00191077 0.00376395 -0.000689756 -0.00200009 -0.00353429 8.31728e-05 -0.00297033 -0.000188525 -0.00130589
internal_weight=0 1734.33 209.72 131.467 1524.61 421.836 211.518 7825.67 104.181 1102.78 440.54
internal_count=4780 870 82 49 788 279 128 3910 61 509 260
is_linear=0
shrinkage=0.06


Tree=341
num_leaves=12
num_cat=0
split_feature=83 14 145 50 58 4 45 108 140 70 124
split_gain=0.0879037 0.250209 0.219801 0.384855 0.362102 0.289081 0.279043 0.237832 0.233993 0.224798 0.253148
threshold=0.0046923852059990176 0.037906534969806678 0.00044738779251929378 0.00017767510871635753 0.00077738583786413084 0.010180860292166473 0.00082683752407319855 0.0026833302108570938 0.0038949446752667431 0.00093549740267917525 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 8 9 -6 -8 -1 -5 -11
right_child=1 -3 3 5 6 -7 7 -9 -10 10 -12
leaf_value=-0.00022328697829945501 7.039255929561675e-05 0.0035087902919379091 -0.0032327850676386687 0.00023113164229306707 0.0030597374540779093 0.0045548199346673547 0.0023332680292610952 -0.0024591049512944167 -0.0047051933433542017 -0.0025937711390487108 -0.00034569983944582984
leaf_weight=302.91812241077423 6997.9326518774033 77.027845978736877 188.95437097549438 754.62352871894836 243.50033605098724 41.83972692489624 69.67211377620697 80.183881044387817 48.673628091812134 297.9892520904541 456.68437433242798
leaf_count=182 3365 32 137 410 89 17 26 38 26 154 304
internal_value=0 0.000107828 -0.000306988 -0.000676201 0.00055544 -0.000364766 0.00180607 -0.000231001 -0.000843753 -0.000501143 -0.00123337
internal_weight=0 7074.96 2485.04 1740.09 744.948 1551.14 393.356 149.856 351.592 1509.3 754.674
internal_count=4780 3397 1383 1022 361 885 153 64 208 868 458
is_linear=0
shrinkage=0.06


Tree=342
num_leaves=12
num_cat=0
split_feature=43 76 43 28 72 144 58 92 96 76 125
split_gain=0.085859 0.258941 0.417754 0.403395 0.345244 0.346577 0.42054 0.299384 0.463379 0.437788 0.403614
threshold=0.00085274505545385193 0.0070226341485977182 0.0014881226234138014 0.00017767510871635753 0.000490355829242617 0.0027679565828293566 0.001792412775103003 0.00055427959887310873 0.0033348383149132137 0.0003614811430452392 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -4 -9 10 -10
right_child=1 -3 7 4 5 -7 -8 8 9 -11 -12
leaf_value=0.00018022303300521659 -0.0040752989846115474 0.0018522902832916229 -0.00076348355702485291 0.0050762451913997676 0.0014742367370426243 0.0010762817915861054 -0.0038629618664174923 -0.00039121269349980873 -0.00091768458324541647 0.0023900255114912101 0.0026404148696031566
leaf_weight=4769.0470374822617 182.79954528808594 215.66794919967651 1357.0782988071442 33.962163686752319 71.784486770629883 153.74120306968689 204.70949745178223 1412.9754635095596 418.96919798851013 581.19189321994781 158.07309579849243
leaf_count=2626 108 80 552 14 38 98 143 625 215 224 57
internal_value=0 -0.000179399 -0.000275168 -0.00168788 -0.000747718 -0.00120745 -0.0024773 -4.24919e-05 0.000338046 0.0012277 5.70096e-05
internal_weight=0 4790.95 4575.28 646.997 464.197 430.235 276.494 3928.29 2571.21 1158.23 577.042
internal_count=4780 2154 2074 401 293 279 181 1673 1121 496 272
is_linear=0
shrinkage=0.06


Tree=343
num_leaves=12
num_cat=0
split_feature=14 136 146 88 67 72 58 142 147 116 114
split_gain=0.0865746 0.230633 0.287396 0.2174 0.483677 0.386597 0.342484 0.543419 0.405069 0.373096 0.265845
threshold=0.00040826165059115743 0.0017376682371832433 0.00077738583786413084 0.0010918468469753864 0.00017767510871635753 0.0072436286136507997 0.004017772153019906 0.010180860292166473 0.015200819820165636 0.0030382014811038975 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 10 6 7 8 9 -5 -1
right_child=-2 2 -4 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00020478066825929225 -0.00013220061885295707 -0.0019504685543111052 0.0027503801113986878 -0.0011803604188388474 -0.0038803364178434533 -0.0017017885082217508 0.0047984122184614644 -0.0034010350087665033 0.0069911649757774998 0.0040822279880942253 -0.0023642718596375029
leaf_weight=2186.2847141027451 6223.6228855848312 58.116684436798096 240.86613202095032 111.87642729282379 119.41445279121399 132.74271738529205 115.52924454212189 77.235188126564026 53.395156264305115 85.609533548355103 155.30669617652893
leaf_count=831 3374 20 80 57 70 98 36 63 23 39 89
internal_value=0 0.000246605 0.00183662 9.00931e-05 -0.000155565 0.00113898 0.00198896 0.000999761 0.00235457 0.00110095 3.43876e-05
internal_weight=0 3336.38 298.983 3037.39 2461.01 576.388 443.646 328.116 250.881 197.486 2341.59
internal_count=4780 1406 100 1306 990 316 218 182 119 96 920
is_linear=0
shrinkage=0.06


Tree=344
num_leaves=12
num_cat=0
split_feature=93 121 70 32 45 11 149 149 22 107 53
split_gain=0.0798851 0.263863 0.378718 0.255714 0.375067 0.353077 0.421219 0.503059 0.418839 0.337681 0.316669
threshold=0.0023699469165876512 0.04273676127195359 0.00017767510871635753 0.00062670491752214741 0.0087224207818508166 0.00070876078098081063 0.00060774214216507982 0.0019071503775194289 0.00047558375808876013 0.029773407615721229 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 10 6 -6 -8 9 -7 -1
right_child=-2 2 -4 -5 5 8 7 -9 -10 -11 -12
leaf_value=0.00048533020369044251 -0.00018886170721158771 0.00021581643758245779 -0.0073728887989743062 -0.00018406283168939975 -0.0019015649175864898 -0.0039121621043272962 0.0068318863679225333 5.6112583839882169e-05 0.0013202778288449769 0.00067113817989149433 0.0021535973968638167
leaf_weight=1039.1523206233978 4373.870530128479 57.073022365570068 40.45652711391449 2683.9516414403915 94.738101005554199 229.41089808940887 72.64585554599762 86.313657879829407 128.85750913619995 77.392432570457458 676.13733637332916
leaf_count=577 1735 26 33 1672 67 170 25 43 64 46 322
internal_value=0 0.000159282 -0.00293208 0.000218532 0.000667888 -0.000514135 0.00126529 0.0031527 -0.00155034 -0.00275601 0.00114293
internal_weight=0 5186.13 97.5295 5088.6 2404.65 689.358 253.698 158.96 435.661 306.803 1715.29
internal_count=4780 3045 59 2986 1314 415 135 68 280 216 899
is_linear=0
shrinkage=0.06


Tree=345
num_leaves=12
num_cat=0
split_feature=98 81 75 51 129 81 112 113 43 14 26
split_gain=0.0784178 0.266955 0.235593 1.03429 0.549838 0.37866 0.438875 0.385267 0.509262 0.647347 0.380366
threshold=0.0062037324532866487 0.027182282879948619 0.00017767510871635753 0.00043393640953581786 0.0053125319536775359 0.0018488886416889729 0.034632634371519096 0.0034400182776153092 0.024810968898236755 0.0026012937305495147 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 10 7 8 9 -7 -5
right_child=1 -3 3 5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00013339328476619716 0.00022720431566626898 0.002718839452654425 -0.0073346685362913767 0.0023591917400001762 0.00013024897504687453 -0.0042335238719442315 0.0040569143157686768 8.0216673025773044e-05 0.0025444819905064775 -0.00029975587306527358 -0.0033246222025404473
leaf_weight=5965.4110851287842 1587.3324681520462 107.83397459983826 123.27461218833923 281.5049524307251 49.899583458900452 351.79909265041351 65.107830047607422 634.79439163208008 79.819294452667236 263.32296407222748 49.899583458900452
leaf_count=3273 524 40 80 120 27 239 12 278 24 136 27
internal_value=0 -0.000221373 -0.000312304 -0.000763168 -0.00518368 -0.00031971 -0.000752863 -0.000988364 -0.00196446 -0.00254955 0.00150338
internal_weight=0 3594.59 3486.75 1899.42 173.174 1726.25 1394.84 1329.74 694.941 615.122 331.405
internal_count=4780 1507 1467 943 107 836 689 677 399 375 147
is_linear=0
shrinkage=0.06


Tree=346
num_leaves=12
num_cat=0
split_feature=58 58 77 108 125 93 29 121 8 23 11
split_gain=0.0768483 0.342529 0.323719 0.547691 0.240288 0.280298 0.257154 0.852636 0.311179 0.368973 0.249714
threshold=0.0095705352723598498 0.011519505176693203 0.0011261500185355546 0.015200819820165636 0.00017767510871635753 0.18012819439172748 0.011519505176693203 0.0021592099219560628 0.00068727668258361529 0.0063990866765379914 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 8 -8 9 -3 -10
right_child=1 4 3 -5 5 -7 7 -9 10 -11 -12
leaf_value=0.00010075754606995711 -0.0001045122122401291 -0.0015660314388560787 -0.0058106545244641285 0.0017642848460988495 0.0002124975063216259 0.0045998617019958306 0.0021847729860874215 -0.0092513748429462004 -0.0025075766722225104 0.0042416533824348466 0.0021060353028456826
leaf_weight=7077.2162126302719 159.82088220119476 71.602193474769592 131.15217542648315 46.561255097389221 1550.5719046592712 54.256525039672852 43.769806623458862 50.603707790374756 235.46552836894989 87.514564394950867 51.465076565742493
leaf_count=3714 55 31 83 14 679 10 22 31 103 20 18
internal_value=0 -0.000287211 -0.0020639 -0.00382601 -7.66673e-06 0.000360827 -0.00110194 -0.00394737 -0.000499914 0.00162821 -0.00168006
internal_weight=0 2482.78 337.534 177.713 2145.25 1604.83 540.421 94.3735 446.047 159.117 286.931
internal_count=4780 1066 152 97 914 689 225 53 172 51 121
is_linear=0
shrinkage=0.06


Tree=347
num_leaves=12
num_cat=0
split_feature=141 67 148 92 19 87 105 141 132 4 149
split_gain=0.0789021 0.303166 0.301807 0.288845 0.253295 0.476866 0.400492 0.390088 0.490208 0.432839 0.480418
threshold=0.0011980500421486797 0.00096484774257987748 0.0020292587578296666 0.0014427106943912806 0.002945306478068233 0.011519505176693203 0.00062670491752214741 0.00085274505545385193 0.00090704852482303988 0.002945306478068233 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -7 9 -9 10 -6
right_child=-2 2 -4 -5 7 6 -8 8 -10 -11 -12
leaf_value=0.00016968847237735046 0.00011698378442298374 0.00088906663511610444 0.00033732341018526428 0.0071993688227696773 0.00064636731969248929 -0.0013531115952843378 -0.0097308388032970403 -0.0061072747177841188 0.0013482000487271613 -0.0048490481532427387 -0.0032894542162840721
leaf_weight=1540.946555018425 6545.2837789058685 53.577449560165405 393.27423298358917 50.943245530128479 502.15186965465546 57.777146697044373 31.874839544296265 114.35338687896729 43.952099919319153 82.29625403881073 143.56897354125977
leaf_count=678 3239 30 242 21 276 30 26 83 29 50 76
internal_value=0 -0.000253985 0.00109895 0.0039647 -0.000521568 -7.78039e-05 -0.00433173 -0.00133798 -0.00403733 -0.000751009 -0.00022872
internal_weight=0 3014.72 497.795 104.521 2516.92 1630.6 89.652 886.323 158.305 728.017 645.721
internal_count=4780 1541 293 51 1248 734 56 514 112 402 352
is_linear=0
shrinkage=0.06


Tree=348
num_leaves=12
num_cat=0
split_feature=44 123 114 147 27 15 61 92 148 106 42
split_gain=0.0895442 0.252994 0.248926 0.316125 0.300006 0.179802 0.176331 0.144744 0.130581 0.324559 0.308309
threshold=0.04673989117145539 0.00038414125447161501 0.000490355829242617 0.00055427959887310873 0.0020292587578296666 0.0087224207818508166 0.0005375427135732026 0.00017767510871635753 0.041476719081401832 0.0026012937305495147 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 6 -4 -3 -2 -5 -1 10 -10
right_child=1 5 4 7 -6 -7 -8 -9 9 -11 -12
leaf_value=1.3776881991012819e-05 0.0010646094736154442 0.00081110053435612883 -0.0051697520395148442 0.0056769037419052903 0.0012159376266263461 0.0055795734640330732 -0.0029069785169128122 0.0015495407852442406 -0.0013424260128709164 -0.0024934283344105342 0.0026377329535738014
leaf_weight=8509.6566689014435 86.470902323722839 55.325235962867737 61.115475058555603 51.282783269882202 46.743548393249512 58.638515472412109 75.280059576034546 75.80189061164856 155.33174502849579 256.72145390510559 127.63155376911163
leaf_count=4211 26 28 43 11 21 17 34 31 113 182 63
internal_value=0 0.000773009 5.72006e-05 0.000975661 -0.00240235 0.00326465 -0.000783796 0.00321507 -4.36212e-05 -0.000948665 0.000452838
internal_weight=0 510.658 396.695 288.836 107.859 113.964 161.751 127.085 9049.34 539.685 282.963
internal_count=4780 211 166 102 64 45 60 42 4569 358 176
is_linear=0
shrinkage=0.06


Tree=349
num_leaves=12
num_cat=0
split_feature=92 29 121 25 59 40 4 45 134 42 107
split_gain=0.0800488 0.273318 0.357692 0.317966 0.469083 0.376978 0.225675 0.104716 0.22966 0.386053 0.4327
threshold=0.17555952817201617 0.018276390619575981 0.00046126570669002836 0.0051502294372767219 0.0038949446752667431 0.00060774214216507982 0.0026012937305495147 0.0014427106943912806 0.00066645268816500913 0.0031340263085439806 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 -3 8 9 10 -1
right_child=1 6 -4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-9.500051498394708e-06 0.0032936705173795527 -0.0076482383927124441 -0.0033945152503709612 -0.0027463182827213209 0.0059574293943824791 -0.003444607757156696 -0.00089367672039336577 0.00016438638060778813 0.0021547452551475654 -0.0026484308291094948 -0.0047573649646602215
leaf_weight=2129.5373268127441 59.160346508026123 34.848581314086914 88.765568614006042 61.115475058555603 74.393641948699951 60.411350727081299 36.414074420928955 6561.5607364177704 131.64895761013031 250.72387266159058 71.419900178909302
leaf_count=1117 14 25 45 43 23 39 16 3242 56 136 24
internal_value=0 -0.000814907 -0.000114012 0.00102757 0.00221666 -0.000110718 -0.00419677 3.69906e-05 -0.00028659 -0.000417683 -0.000163566
internal_weight=0 415.109 343.846 255.081 193.965 119.572 71.2627 9144.89 2583.33 2451.68 2200.96
internal_count=4780 205 164 119 76 53 41 4575 1333 1277 1141
is_linear=0
shrinkage=0.06


Tree=350
num_leaves=12
num_cat=0
split_feature=77 54 81 93 78 101 75 37 121 7 143
split_gain=0.0827917 0.269796 0.450989 0.316723 0.174831 0.304359 0.235045 0.342695 0.195948 0.188585 0.178579
threshold=0.012636432424187662 0.014293605927377941 0.0031340263085439806 0.0048403022810816774 0.016668972559273246 0.0060143163427710542 0.0013146653072908523 0.007706565549597145 0.00064626874518580746 0.00062670491752214741 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 8 6 -6 9 10 -8 -2
right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=6.6742994560574785e-05 0.00024902826776468324 0.0054647854263375883 -0.0028515556261381344 -0.0030127481377775871 -0.0049448562325622109 0.0038785783383223091 -0.003342597729641769 0.0051007959748532936 0.0013555083022021891 0.0002397314340456087 -0.0029080814305971676
leaf_weight=8364.8116422891617 92.625728011131287 65.472416639328003 36.596367716789246 184.0004518032074 34.3267502784729 78.436094641685486 64.271510124206543 46.039424061775208 81.931667447090149 299.08301186561584 212.40476739406586
leaf_count=4086 55 26 23 85 28 40 49 17 36 196 139
internal_value=0 -0.000467117 0.00248299 -0.00074258 -0.000283111 0.000433171 -0.00017587 0.000223998 -0.00124964 -0.000393924 -0.00194939
internal_weight=0 1195.19 102.069 1093.12 909.119 522.157 443.721 409.394 386.962 363.355 305.03
internal_count=4780 694 49 645 560 330 290 262 230 245 194
is_linear=0
shrinkage=0.06


Tree=351
num_leaves=12
num_cat=0
split_feature=71 98 109 74 35 102 22 91 105 15 98
split_gain=0.0741775 0.31726 0.372077 0.256143 0.43523 0.250959 0.433968 0.43343 0.420884 0.337823 0.300325
threshold=0.045367386192083366 0.00043393640953581786 0.00017767510871635753 0.00017767510871635753 0.0063990866765379914 0.0019071503775194289 0.00057154725072905432 0.0025217677466571335 0.0013146653072908523 0.014740333426743748 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 8 -8 9 -7 -10
right_child=1 2 3 4 -6 6 7 -9 10 -11 -12
leaf_value=-9.1019786673797044e-05 0.004680698050908658 -0.0049052999433776487 0.00080667490506111943 -0.0054329263424934176 0.001564763859472339 0.0034663822183465275 -0.0087739421251429115 0.00021966652471158192 -0.00019432145100856723 -0.0014690888817515484 -0.0079386053114567628
leaf_weight=7373.1932871341705 58.116684436798096 50.421414494514465 1588.9230101108551 70.923117995262146 58.298977732658386 126.56284284591675 44.656224250793457 33.962163686752319 38.865985155105591 82.453498482704163 33.622625946998596
leaf_count=3952 20 24 539 51 27 45 33 14 18 33 24
internal_value=0 0.000306889 0.000187477 0.000311034 -0.0022759 0.000482548 -0.000947554 -0.00488882 0.000153157 0.00151942 -0.00378638
internal_weight=0 2186.81 2128.69 2078.27 129.222 1949.05 360.123 78.6184 281.505 209.016 72.4886
internal_count=4780 828 808 784 78 706 167 47 120 78 42
is_linear=0
shrinkage=0.06


Tree=352
num_leaves=12
num_cat=0
split_feature=141 102 10 61 101 44 149 148 129 45 150
split_gain=0.073086 0.260457 0.445735 0.363148 0.437011 0.329426 0.489736 0.306623 0.392583 0.358639 0.284613
threshold=0.00046126570669002836 0.0041444667149335155 0.057509137317538268 0.0042751494329422721 0.00017767510871635753 0.00090704852482303988 0.00060774214216507982 0.00017767510871635753 0.00017767510871635753 0.0019672545604407792 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 6 -3 -6 9 -9 -1
right_child=-2 5 -4 -5 7 -7 -8 8 -10 -11 -12
leaf_value=-0.0015712283190130274 6.9266625902992803e-05 -0.00045772694170590568 -0.0053159624819839203 0.0026619129386495724 0.0010186867295309545 -0.00082514792317241593 0.0057865265508588856 -0.0035229068192055963 -0.0014808974107133198 -0.010170329312127599 0.0014948323043357992
leaf_weight=176.82701289653778 8140.8194453716278 86.678244471549988 75.462352871894836 113.44192039966583 77.549677014350891 179.82580351829529 94.530758857727051 89.287399649620056 198.03284072875977 43.430268883705139 284.11410760879517
leaf_count=86 4078 57 41 48 29 109 36 42 117 32 105
internal_value=0 -0.000397333 -0.000872124 -0.000530872 -0.000947552 0.000994217 0.00279969 -0.00237697 -0.00317314 -0.0056982 0.000318625
internal_weight=0 1419.18 1058.15 982.683 869.241 361.035 181.209 408.3 330.751 132.718 460.941
internal_count=4780 702 500 459 411 202 93 220 191 74 191
is_linear=0
shrinkage=0.06


Tree=353
num_leaves=12
num_cat=0
split_feature=44 8 50 96 141 122 25 76 20 63 33
split_gain=0.0834138 0.228165 0.262953 0.368234 0.576237 0.464084 0.224033 0.241186 0.326482 0.273215 0.303957
threshold=0.013439828064292671 0.000490355829242617 0.028884131461381916 0.00093549740267917525 0.0023699469165876512 0.00044738779251929378 0.0032328735105693345 0.0013146653072908523 0.0013146653072908523 0.0095705352723598498 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 -5 7 9 -9 10 -3
right_child=1 2 3 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-8.5667425377275225e-05 -0.0034457295345957594 0.0051609594873379362 0.0023215457229627569 -0.0097901904616138798 -0.0001357663134129471 -0.0013734842128713973 -0.00085023474441693495 0.0008672491182911688 -0.0044761824373948612 -0.0012684986206222084 0.0015822690647390491
leaf_weight=7749.4182430505753 54.803404927253723 96.800376296043396 98.548162698745728 49.560045719146729 207.97267925739288 44.99576199054718 223.59561014175415 145.29171109199524 57.437608957290649 103.47703301906586 728.09919512271881
leaf_count=3954 31 31 29 37 84 23 131 50 40 57 313
internal_value=0 0.000366663 0.00048566 -0.000863812 -0.00190144 -0.00578498 0.000885188 0.00122824 -0.000646661 0.00163767 0.00200222
internal_weight=0 1810.58 1755.78 401.077 302.528 94.5558 1354.7 1131.11 202.729 928.377 824.9
internal_count=4780 826 795 173 144 60 622 491 90 401 344
is_linear=0
shrinkage=0.06


Tree=354
num_leaves=12
num_cat=0
split_feature=102 20 109 80 80 102 92 58 124 112 71
split_gain=0.0763512 0.361471 0.467742 0.535272 0.45047 0.456856 0.479169 0.447859 0.434518 0.420924 0.4621
threshold=0.0016846025246195497 0.00017767510871635753 0.0030382014811038975 0.0041444667149335155 0.0036604277556762104 0.00747153488919139 0.00043393640953581786 0.011519505176693203 0.0022272822679951791 0.00073092587990686308 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -5 -3 10 -8
right_child=1 8 3 7 -6 -7 9 -9 -10 -11 -12
leaf_value=0.00014939800810057411 -0.0013187422736092502 -0.0014890932972835016 -0.0001157282049303551 -3.7185633850903504e-05 0.0061702559487743208 -0.00063924450081829067 0.0019465585382941633 -0.0062787544956032591 0.00010486710867790238 8.7695067011793961e-05 0.0069171366838262005
leaf_weight=5381.9773797988892 399.76859641075134 1179.5652590990067 178.91433703899384 382.73741686344147 79.819294452667236 257.37548053264618 116.07612442970276 46.404010653495789 1287.9141134023666 89.105106353759766 160.34271323680878
leaf_count=2410 261 647 74 206 24 138 57 31 845 35 52
internal_value=0 -0.000192449 0.00047784 0.00102577 0.0018717 0.00144378 0.0024285 -0.0007121 -0.000657117 0.00367384 0.00482985
internal_weight=0 4178.02 1710.54 1310.77 881.633 801.814 544.438 429.141 2467.48 365.524 276.419
internal_count=4780 2370 878 617 380 356 218 237 1492 144 109
is_linear=0
shrinkage=0.06


Tree=355
num_leaves=12
num_cat=0
split_feature=20 117 10 53 40 142 105 81 15 73 61
split_gain=0.0800553 0.349931 0.285072 0.465607 0.284072 0.355356 0.29175 0.440998 0.417805 0.388647 0.423041
threshold=0.00070876078098081063 0.12087306752800943 0.00068727668258361529 0.00244467705488205 0.0098710241727530974 0.036783467978239066 0.0032328735105693345 0.0035485138650983576 0.0044099434744566688 0.007706565549597145 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 -1 -8 9 10 -9
right_child=1 -3 -4 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00012978945144145551 0.00059944675658562738 0.0035050697265884842 -5.5459952058398161e-05 0.0059064526377078817 -0.0011909002226889636 -0.0023835254531030616 -0.0010887901266900916 0.0014948074947215432 0.0027288271285193242 0.0035004163619550255 -0.0036201722344080629
leaf_weight=3508.5575779676437 279.4426771402359 112.55550277233124 3461.6428824663162 75.619597315788269 801.80681025981903 210.29239439964294 276.78342425823212 107.12985026836395 516.05901432037354 82.635791778564453 127.4743093252182
leaf_count=1567 156 37 1885 24 517 127 123 36 188 40 80
internal_value=0 0.000207847 0.000110612 0.00172971 -0.000145041 2.8616e-05 0.000138444 0.00098623 0.00167546 -3.80809e-05 -0.00128446
internal_weight=0 3929.26 3816.71 355.062 5630.74 4828.93 4618.64 1110.08 833.299 317.24 234.604
internal_count=4780 2102 2065 180 2678 2161 2034 467 344 156 116
is_linear=0
shrinkage=0.06


Tree=356
num_leaves=12
num_cat=0
split_feature=14 67 115 146 73 3 4 100 140 53 20
split_gain=0.0782399 0.297376 0.285248 0.33804 0.441037 0.558753 0.355013 0.319278 0.295611 0.358784 0.339448
threshold=0.00040826165059115743 0.00017767510871635753 0.00068727668258361529 0.011519505176693203 0.0014427106943912806 0.00064626874518580746 0.00068727668258361529 0.0033348383149132137 0.05109804309904576 0.040252277627587325 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 -4 -5 -6 9 -1 -10
right_child=-2 -3 3 6 7 -7 -8 -9 10 -11 -12
leaf_value=0.00050436017362980761 -0.00012567600657110016 -0.0017459842872419361 0.0018833982219497035 0.0010415703394612231 -0.0012398593413136751 0.0075844761216869788 -0.0063515420963752315 0.0017592082538467912 -0.0028662689451939183 -0.0033431341684640125 0.0015757945905350431
leaf_weight=1504.2249430418015 6223.6228855848312 252.31441462039948 487.00067210197449 51.647369861602783 271.74740719795227 70.898069143295288 42.726144552230835 241.2307186126709 238.28202569484711 92.625728011131287 83.67945384979248
leaf_count=535 3374 151 178 25 160 27 28 94 119 55 34
internal_value=0 0.000234434 0.000396457 0.00113693 0.0014403 0.00260789 -0.00230555 0.000170468 -5.32141e-05 0.000281185 -0.00171175
internal_weight=0 3336.38 3084.06 1165.25 1070.88 557.899 94.3735 512.978 1918.81 1596.85 321.961
internal_count=4780 1406 1255 512 459 205 53 254 743 590 153
is_linear=0
shrinkage=0.06


Tree=357
num_leaves=12
num_cat=0
split_feature=90 63 96 11 137 44 126 18 131 140 87
split_gain=0.07576 0.262247 0.350954 0.193943 0.180292 0.218366 0.158162 0.305937 0.273313 0.231502 0.16393
threshold=0.0016331639490090313 0.0030382014811038975 0.0012357163941487672 0.00070876078098081063 0.00044738779251929378 0.00244467705488205 0.0045489775948226461 0.0005893622583243997 0.020658296532928947 0.0019672545604407792 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -4 -6 -1 8 9 -8 -9
right_child=1 -3 4 -5 5 -7 7 10 -10 -11 -12
leaf_value=1.9517859042847195e-05 0.001632370995011325 -0.0026791575085176379 0.0056970792490563926 -0.0033070623417405117 -0.0012814845008532118 0.0042475675336578842 0.0011639774654191863 -0.00098732192862754768 0.0022185496470752165 -0.0039007573835748771 0.0035697287881951089
leaf_weight=8818.000443816185 54.803404927253723 61.819599390029907 69.48982048034668 59.889519691467285 46.925841689109802 56.890729069709778 38.865985155105591 54.099280595779419 41.317895889282227 198.03284072875977 59.864470839500427
leaf_count=4394 31 47 19 42 28 19 18 27 20 117 18
internal_value=0 0.000866672 0.00162779 -0.000946866 0.00333168 0.0017484 -3.29177e-05 -0.00121191 -0.00228445 -0.00306983 0.00140647
internal_weight=0 349.819 287.999 114.693 173.306 103.817 9210.18 392.18 278.217 236.899 113.964
internal_count=4780 186 139 73 66 47 4594 200 155 135 45
is_linear=0
shrinkage=0.06


Tree=358
num_leaves=12
num_cat=0
split_feature=92 98 28 0 42 68 40 84 54 76 61
split_gain=0.0748316 0.401407 0.297494 0.232199 0.221589 0.164283 0.129913 0.0925305 0.229178 0.498095 0.254319
threshold=0.17555952817201617 0.00096484774257987748 0.0013986918493174019 0.0010918468469753864 0.0020932231564074759 0.0014881226234138014 0.00747153488919139 0.0013986918493174019 0.035692447796463973 0.004017772153019906 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -5 -2 -4 -1 -9 -10 -11
right_child=1 2 6 4 -6 -7 -8 8 9 10 -12
leaf_value=-6.1906407143875065e-05 -0.00062490945431361222 -0.0015515597952567757 -0.0019471693330036792 -0.0098705833660997951 -0.0034448197140859458 0.0033883122778798577 0.0022907706519269353 0.00065633729118375788 -0.0047961437199615731 0.0026591155070999975 -0.0027107737060330459
leaf_weight=7246.9588358402252 63.724630236625671 80.705712080001831 49.195459127426147 33.100794911384583 46.404010653495789 86.65319561958313 55.325235962867737 1663.3027493953705 91.76435923576355 95.234883189201355 47.629966020584106
leaf_count=3551 28 35 23 27 31 33 28 884 68 40 32
internal_value=0 -0.000787903 -0.00219412 -0.00381871 -0.0061201 0.00168766 0.000296071 3.57649e-05 0.000408708 -0.00134676 0.000868839
internal_weight=0 415.109 264.731 160.211 79.5048 150.378 104.521 9144.89 1897.93 234.629 142.865
internal_count=4780 205 144 93 58 61 51 4575 1024 140 72
is_linear=0
shrinkage=0.06


Tree=359
num_leaves=12
num_cat=0
split_feature=32 2 26 29 66 149 131 125 46 106 140
split_gain=0.0746298 0.255577 0.254473 0.23577 0.21901 0.361983 0.340794 0.317251 0.306851 0.506472 0.305434
threshold=0.00087947337306104611 0.0041444667149335155 0.012636432424187662 0.074787221848964705 0.00068727668258361529 0.02129978779703379 0.00017767510871635753 0.00062670491752214741 0.00244467705488205 0.024810968898236755 0.039062514901161201
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 -6 -8 9 -2 -10
right_child=1 -3 -4 -5 5 -7 7 -9 10 -11 -12
leaf_value=0.00015242983577587978 0.000881568985820567 0.002089945690067371 -0.0042078166622143533 0.0027315840143836492 -0.0048693777857568496 -0.0062376196244520446 0.0038174951813701721 -0.0008741300786883721 -0.00035599679156430631 -0.005624907832563043 -0.0034472063877415042
leaf_weight=5233.2902913093567 1211.8366854190826 170.85448050498962 58.481271028518677 95.052589893341064 68.993038296699524 48.855921387672424 57.594853401184082 523.56503963470459 1924.4312425851822 44.656224250793457 122.38819456100464
leaf_count=2460 550 64 34 33 46 33 23 338 1097 33 69
internal_value=0 -0.000184369 -0.00027787 -0.000221778 -0.000291919 -0.00125677 -0.000882483 -0.000409175 -8.77477e-05 0.000650326 -0.000540834
internal_weight=0 4326.71 4155.86 4097.37 4002.32 699.009 650.153 581.16 3303.31 1256.49 2046.82
internal_count=4780 2320 2256 2222 2189 440 407 361 1749 583 1166
is_linear=0
shrinkage=0.06


Tree=360
num_leaves=12
num_cat=0
split_feature=83 94 19 107 54 131 11 145 131 101 84
split_gain=0.0728013 0.332003 0.356833 0.233623 0.0935021 0.377225 0.470844 0.49101 0.370765 0.517596 0.352572
threshold=0.11759182065725328 0.00093549740267917525 0.00060774214216507982 0.029773407615721229 0.0031340263085439806 0.00082683752407319855 0.0046923852059990176 0.0045489775948226461 0.00040826165059115743 0.013860232196748258 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 8 -8 9 -6 -7
right_child=1 -3 -4 -5 5 10 7 -9 -10 -11 -12
leaf_value=0.00014521451397890469 -0.0010831098796961391 0.0040134116514927943 -0.0046954966754560188 0.0044330718147044725 0.00029471270839047788 -0.00063009635609671745 -0.0011984958174410933 -0.005796625836577125 -0.0024285353775158267 -0.0058205089973740421 0.00087768374116183165
leaf_weight=5109.4618479013443 63.385092496871948 86.65319561958313 51.829663157463074 49.013165831565857 1186.4061115980148 931.45054161548615 241.62035405635834 127.83889591693878 266.66129243373871 52.011956453323364 1393.6677151918411
leaf_count=2520 38 33 32 16 495 496 132 94 149 39 736
internal_value=0 0.00100858 -0.000576882 0.00132231 -2.71814e-05 -0.000236925 -0.00087024 -0.00278952 -0.000399104 3.78813e-05 0.000273662
internal_weight=0 250.881 164.228 112.398 9309.12 4199.66 1874.54 369.459 1505.08 1238.42 2325.12
internal_count=4780 119 86 54 4661 2141 909 226 683 534 1232
is_linear=0
shrinkage=0.06


Tree=361
num_leaves=12
num_cat=0
split_feature=14 116 96 70 25 15 115 32 46 102 110
split_gain=0.0735328 0.267187 0.293309 0.462243 0.370592 0.294512 0.355489 0.353052 0.34975 0.348709 0.356753
threshold=0.00040826165059115743 0.0044099434744566688 0.013860232196748258 0.0048403022810816774 0.0032328735105693345 0.011169348377734424 0.00055427959887310873 0.000490355829242617 0.00017767510871635753 0.00096484774257987748 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 8 -1 -7 10 -9
right_child=-2 -3 -4 -5 -6 6 -8 9 -10 -11 -12
leaf_value=0.00050723706692747757 -0.00012183684857672336 0.0011218495267260613 -0.0037049298680580404 -0.0022519423780702525 -0.0018073256720291446 0.00065551013282317964 0.0012436945536649158 0.0047050647682068472 -0.0030305694259944592 0.0056159796612454994 -6.2837628688981932e-05
leaf_weight=805.93831217288971 6223.6228855848312 883.61323344707489 78.436094641685486 282.91320109367371 255.80998742580414 154.39522969722748 282.54861450195312 85.244946956634521 231.78766226768494 108.17351233959198 167.51615214347839
leaf_count=284 3374 433 40 128 147 54 114 25 100 30 51
internal_value=0 0.000227272 -9.50008e-05 2.42535e-05 0.000332163 0.000630322 -0.000373598 0.00120567 -0.00155688 0.0027652 0.00154516
internal_weight=0 3336.38 2452.76 2374.33 2091.41 1835.6 668.732 1166.87 386.183 360.935 252.761
internal_count=4780 1406 973 933 805 658 268 390 154 106 76
is_linear=0
shrinkage=0.06


Tree=362
num_leaves=12
num_cat=0
split_feature=50 29 131 147 79 141 127 78 80 58 63
split_gain=0.07289 0.261914 0.355602 0.663843 0.537361 0.363028 0.367275 0.319959 0.31352 0.363717 0.357891
threshold=0.076978169381618514 0.04673989117145539 0.00017767510871635753 0.0045489775948226461 0.0011261500185355546 0.0020932231564074759 0.0012745757703669371 0.0015833032084628942 0.0036604277556762104 0.0053125319536775359 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 8 7 -7 -4 9 -2 -10
right_child=1 -3 3 -5 -6 6 -8 -9 10 -11 -12
leaf_value=-5.8889091407931657e-05 0.0030666075674999653 0.0032731334644367726 0.0016885819811081621 -0.0042738204002253262 -0.0061968127101221697 0.0058262438704070104 0.0012770224472602107 -0.0037166397803183463 -5.3886557629947189e-07 -0.0015998963834650025 -0.0061172179665359202
leaf_weight=8487.6326186656952 140.02330303192139 107.65168130397797 133.03215742111206 68.28891396522522 63.385092496871948 127.9460426568985 127.60650491714478 56.029360294342041 85.244946956634521 105.38206386566162 57.777146697044373
leaf_count=4402 32 33 40 42 38 29 39 32 25 38 30
internal_value=0 0.000466099 0.000152864 0.00123404 -0.0010745 0.00208 0.00355466 8.67165e-05 -0.000238616 0.00106272 -0.00247152
internal_weight=0 1072.37 964.716 512.903 451.813 444.614 255.553 189.062 388.427 245.405 143.022
internal_count=4780 378 345 182 163 140 68 72 125 70 55
is_linear=0
shrinkage=0.06


Tree=363
num_leaves=12
num_cat=0
split_feature=136 1 32 50 138 1 31 133 125 121 4
split_gain=0.0700402 0.0897253 0.521896 0.15381 0.49457 0.332982 0.292733 0.330305 0.277478 0.344058 0.252743
threshold=0.013032016810029747 0.091400381177663817 0.0012357163941487672 0.076978169381618514 0.0022975050378590827 0.022641776129603389 0.00017767510871635753 0.0054799309000372895 0.00052132029668428015 0.00046126570669002836 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 8 10 -10 -5
right_child=-2 2 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=-7.3854156812198956e-05 0.0016628180515160355 -0.0040261640173981841 0.0024638643807554624 0.00061076290419086513 -0.0045718340115050932 0.0043044823767483965 0.002474919642360067 -0.0030246467352098056 0.0022449695269843068 -0.0031348348296262991 0.0044240573255479223
leaf_weight=8304.1539978981018 90.331061720848083 107.3371924161911 76.323721647262573 205.49571967124939 59.707226395606995 101.52190446853638 230.53665804862976 109.24222326278687 67.037909746170044 118.3457418680191 89.966475129127502
leaf_count=4314 36 67 28 58 35 28 75 48 17 52 22
internal_value=0 -1.58616e-05 -0.00132911 1.01122e-05 0.000720268 0.00106292 0.000661899 -4.64158e-05 0.000630201 -0.00118941 0.00177189
internal_weight=0 9469.67 183.661 9286.01 981.854 922.147 820.625 590.088 480.846 185.384 295.462
internal_count=4780 4744 95 4649 335 300 272 197 149 69 80
is_linear=0
shrinkage=0.06


Tree=364
num_leaves=12
num_cat=0
split_feature=111 88 102 14 138 82 102 141 56 87 146
split_gain=0.0732674 0.250699 0.220938 0.219505 0.258276 0.158599 0.103172 0.250812 0.476351 0.304269 0.371464
threshold=0.00080172589514404546 0.0014881226234138014 0.0028552538715302949 0.0013560238294303419 0.0026833302108570938 0.0038949446752667431 0.0016846025246195497 0.00046126570669002836 0.00047558375808876013 0.0017376682371832433 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 -5 7 8 9 10 -1
right_child=1 3 -4 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00038749484014162971 -0.0062557817908225448 0.0057270216882430898 0.0010479517255954768 -0.00080429556032096802 0.00039629028368844219 0.0024914733974679133 -0.00027200893887176507 0.00031308094064592582 0.0041773811852019857 -0.0042307627023107537 -0.0062910188167882948
leaf_weight=602.91955208778381 31.874839544296265 72.124024510383606 28.014680147171021 162.34793949127197 59.889519691467285 77.731970310211182 3855.8285819292068 4459.158623456955 63.020505905151367 106.11123704910278 40.978358149528503
leaf_count=252 26 28 16 129 42 36 2162 1969 24 66 30
internal_value=0 0.000763541 -0.00283929 0.00134343 0.00330867 0.000262793 -3.61346e-05 0.000136373 -0.000832804 -0.00125379 -0.000763201
internal_weight=0 431.983 59.8895 372.093 132.014 240.08 9128.02 5272.19 813.03 750.009 643.898
internal_count=4780 277 42 235 70 165 4503 2341 372 348 282
is_linear=0
shrinkage=0.06


Tree=365
num_leaves=12
num_cat=0
split_feature=150 40 54 69 47 92 108 45 123 8 148
split_gain=0.0724719 0.208972 0.141705 0.094491 0.0933298 0.252989 0.508028 0.27336 0.235113 0.191265 0.393033
threshold=0.028020657598972324 0.0031340263085439806 0.0084566329605877417 0.0030382014811038975 0.040252277627587325 0.0034400182776153092 0.007706565549597145 0.017188700847327713 0.0012745757703669371 0.0018488886416889729 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 8 7 -7 9 -6 -11
right_child=1 3 -4 -5 5 6 -8 -9 -10 10 -12
leaf_value=2.8081251542005972e-05 0.00064880096132495469 0.00037158916049042821 0.0040409667475226436 -0.0036967788891553639 -0.00088230645527948373 0.0010238585844615511 -0.0016407310510190996 0.0073160792593897949 0.0033497626589670468 -0.0081990801964415393 -0.0016036343498310073
leaf_weight=8558.0659058094025 101.70419776439667 44.291637659072876 78.593339085578918 38.344154119491577 323.89155924320221 49.195459127426147 116.07612442970276 50.239121198654175 35.188119053840637 44.656224250793457 119.75399053096771
leaf_count=4319 35 19 23 21 158 23 57 17 15 33 60
internal_value=0 0.00098233 0.00212748 -0.00151619 -2.77816e-05 -0.000674706 0.00105551 0.00420299 -0.001387 -0.00172834 -0.00339505
internal_weight=0 262.933 180.298 82.6358 9297.07 739.001 215.511 99.4346 523.49 488.302 164.41
internal_count=4780 98 58 40 4682 363 97 40 266 251 93
is_linear=0
shrinkage=0.06


Tree=366
num_leaves=12
num_cat=0
split_feature=12 99 105 124 102 4 83 128 125 83 137
split_gain=0.0713722 0.251657 0.177318 0.244675 0.161487 0.117798 0.127354 0.292869 0.254413 0.246458 0.376882
threshold=0.024810968898236755 0.034632634371519096 0.0028552538715302949 0.016668972559273246 0.017724351026117805 0.015675474889576439 0.0054799309000372895 0.0084566329605877417 0.086341444402933135 0.018276390619575981 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 6 -1 8 -8 10 -9
right_child=1 -3 3 -5 -6 -7 7 9 -10 -11 -12
leaf_value=-0.00036640681280382051 -0.00092111007782881072 0.0059212221667364791 0.0058594740538167002 -0.00045281250375530627 0.0030142039582350291 -0.0017920976297538325 0.00027050045456446974 -0.0014809642518325743 -0.0037480481069928403 -0.0038816543383887914 0.0049059085604369976
leaf_weight=2563.9221135377884 257.26833379268646 31.510252952575684 44.291637659072876 44.134393215179443 43.952099919319153 135.35187256336212 6018.4374599456787 213.81301605701447 57.255315661430359 110.67552077770233 39.387816190719604
leaf_count=1348 203 12 19 36 29 83 2775 147 33 80 15
internal_value=0 0.000763679 0.000346594 0.00270894 -0.000346895 -3.51936e-05 -8.78156e-06 0.000133607 0.000232631 -0.0015198 -0.000487425
internal_weight=0 421.157 389.646 88.426 301.22 9138.84 9003.49 6439.57 6075.69 363.876 253.201
internal_count=4780 299 287 55 232 4481 4398 3050 2808 242 162
is_linear=0
shrinkage=0.06


Tree=367
num_leaves=12
num_cat=0
split_feature=112 71 133 100 112 94 122 96 92 39 63
split_gain=0.0707308 0.323149 0.308671 0.195133 0.118274 0.269895 0.413137 0.274612 0.354014 0.269182 0.574416
threshold=0.034632634371519096 0.0092791137285530585 0.0015349716995842757 0.0028552538715302949 0.00073092587990686308 0.012252715881913902 0.0005375427135732026 0.00093549740267917525 0.013860232196748258 0.0048403022810816774 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 9 7 -7 -9 10 -6
right_child=1 2 -4 -5 5 6 -8 8 -10 -11 -12
leaf_value=0.000121972023428453 0.00036903820618044785 -0.00039376656953937609 0.0032870774772242152 -0.0034215141125563692 -0.00024522211126540804 0.00024420409710557454 0.00048975912737148184 -0.0083268135215817576 -0.0013943668320524607 0.00079875040397985465 -0.0041387924895847734
leaf_weight=5799.5856703519821 114.64282691478729 138.09322333335876 201.97509801387787 85.244946956634521 2035.5423016548157 36.935905456542969 118.86757290363312 70.401286959648132 42.543851256370544 769.96397089958191 146.20317757129669
leaf_count=3333 25 27 38 25 756 13 49 54 21 354 85
internal_value=0 0.00066704 0.00179238 -0.0012475 -3.99302e-05 -0.000331493 -0.00215184 -0.00424684 -0.00571552 -0.000165753 -0.000506138
internal_weight=0 539.956 340.068 199.888 9020.04 3220.46 268.749 149.881 112.945 2951.71 2181.75
internal_count=4780 115 65 50 4665 1332 137 88 75 1195 841
is_linear=0
shrinkage=0.06


Tree=368
num_leaves=12
num_cat=0
split_feature=32 72 92 66 131 107 61 22 134 22 106
split_gain=0.0698746 0.377324 0.266117 0.239745 0.402526 0.352736 0.446191 0.428148 0.414356 0.343477 0.334886
threshold=0.00087947337306104611 0.00064626874518580746 0.00055427959887310873 0.00068727668258361529 0.00017767510871635753 0.0092791137285530585 0.00064626874518580746 0.0010918468469753864 0.0005893622583243997 0.00043393640953581786 0.024810968898236755
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 -3 9 -7 -8
right_child=1 3 -4 4 -6 8 10 -9 -10 -11 -12
leaf_value=0.00014749368066222087 -0.00031695091669597199 0.0017287991630326267 -0.0036287031429835795 -0.0050923610651849123 -0.00050596117327526922 0.00084364810157417269 -0.00044354440352570318 -0.0018760264225289754 -0.0016212181973907479 0.0042102213290244007 -0.0050515286991881592
leaf_weight=5233.2902913093567 165.42882800102234 674.20725667476654 185.06916272640228 76.348770499229431 705.11358070373535 230.37941360473633 1766.1758534908295 143.93356013298035 114.14604473114014 207.24350607395172 58.663564324378967
leaf_count=2460 63 317 103 52 421 92 1033 90 52 56 41
internal_value=0 -0.000178398 -0.00206561 -1.20425e-05 -0.000954052 0.000218381 -6.96836e-05 0.00109461 0.00159821 0.00243794 -0.000591678
internal_weight=0 4326.71 350.498 3976.21 781.462 3194.75 2642.98 818.141 551.769 437.623 1824.84
internal_count=4780 2320 166 2154 473 1681 1481 407 200 148 1074
is_linear=0
shrinkage=0.06


Tree=369
num_leaves=12
num_cat=0
split_feature=129 92 71 72 4 10 67 95 42 137 64
split_gain=0.0668162 0.254617 0.24286 0.227625 0.20332 0.196679 0.219131 0.235582 0.3264 0.1984 0.18591
threshold=0.0044099434744566688 0.055838862434029586 0.15819545835256579 0.000490355829242617 0.0036604277556762104 0.0066005610860884198 0.0014427106943912806 0.00017767510871635753 0.0045489775948226461 0.0005375427135732026 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 10 7 -7 -9 -10 -5
right_child=1 -3 -4 4 -6 6 -8 8 9 -11 -12
leaf_value=-7.6805287420905009e-05 0.005378580402061536 -0.0023354036038878679 0.0044146862092554473 -0.00044864416394662916 -0.0018931140574624981 -0.0019500737535033867 -0.00092541200982939839 0.006274674013144234 0.0029178434964400204 -0.00067829383826131079 0.0014581648706056066
leaf_weight=7744.3209820985794 32.214377284049988 120.66545701026917 55.66477370262146 753.52281761169434 140.80257391929626 43.430268883705139 103.84161961078644 73.349979877471924 165.79341459274292 82.818085074424744 243.57548260688782
leaf_count=3597 16 95 18 529 108 32 71 29 77 47 161
internal_value=0 0.000327594 0.000517168 0.000384827 0.000284729 0.000493853 0.0015068 0.00219802 0.00275757 0.00171989 1.71594e-05
internal_weight=0 1815.68 1695.01 1639.35 1607.13 1466.33 469.233 365.392 321.961 248.611 997.098
internal_count=4780 1183 1088 1070 1054 946 256 185 153 124 690
is_linear=0
shrinkage=0.06


Tree=370
num_leaves=12
num_cat=0
split_feature=84 47 148 89 43 61 7 87 141 115 13
split_gain=0.0788668 0.183227 0.371011 0.236661 0.221435 0.277829 0.302945 0.278626 0.250916 0.236573 0.326443
threshold=0.0012357163941487672 0.040252277627587325 0.017188700847327713 0.0017376682371832433 0.0027679565828293566 0.0042751494329422721 0.0044099434744566688 0.0014881226234138014 0.0049928687512874612 0.00017767510871635753 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 8 -8 9 -2 -11
right_child=1 2 -4 -5 -6 -7 7 -9 -10 10 -12
leaf_value=-9.2166365296019072e-05 0.0043176521937626344 -0.0027942583612781237 0.0020195349242766569 -0.00067063459985521544 0.0019448318006285872 -0.00081935927630350555 0.0016789235637295686 0.0079406460414788767 -0.0019391101663340969 -0.00077669307867676721 0.0044760766346136106
leaf_weight=7433.750736117363 76.141428351402283 171.42640924453735 86.83548891544342 449.35369098186493 487.86204087734222 403.08187592029572 65.837003231048584 41.83972692489624 108.56314778327942 179.46121692657471 55.84706699848175
leaf_count=3628 21 109 40 322 165 250 40 17 68 95 25
internal_value=0 0.00032223 -0.00117571 0.000529331 0.000909422 0.000366714 0.00127271 0.00411203 0.000544807 0.00141063 0.000469977
internal_weight=0 2126.25 258.262 1867.99 1418.63 930.771 527.69 107.677 420.013 311.45 235.308
internal_count=4780 1152 149 1003 681 516 266 57 209 141 120
is_linear=0
shrinkage=0.06


Tree=371
num_leaves=12
num_cat=0
split_feature=84 105 28 25 58 29 105 89 80 150 44
split_gain=0.0696867 0.163284 0.185769 0.282185 0.29308 0.283896 0.223103 0.195679 0.261594 0.397726 0.334446
threshold=0.0012357163941487672 0.013860232196748258 0.00096484774257987748 0.00062670491752214741 0.00244467705488205 0.0068083447404205808 0.00099512818269431613 0.0017376682371832433 0.0010585968848317864 0.00043393640953581786 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 9 -4 -10
right_child=1 -3 7 -5 -6 6 -8 -9 10 -11 -12
leaf_value=-8.6636383692982133e-05 0.00023994629924685312 -0.0027224316977166097 0.0051285292204934557 -0.00096426058988650161 -0.0001909347736537468 0.0072691431237931941 0.0015999965881566438 -0.00032942052206957683 0.0073687438241265323 -0.0015463385325683119 0.0018446279971782327
leaf_weight=7433.750736117363 84.565871477127075 62.341430425643921 40.091940522193909 632.44267630577087 308.11138391494751 60.568595170974731 42.543851256370544 273.88482904434204 43.587513327598572 161.95830404758453 416.15270066261292
leaf_count=3628 45 44 19 372 128 22 21 196 15 91 199
internal_value=0 0.000302896 0.000394278 -0.000124111 0.000947607 0.00281675 0.00493007 0.00101935 0.00157754 -0.000221874 0.00236836
internal_weight=0 2126.25 2063.91 1128.23 495.79 187.678 103.112 935.675 661.79 202.05 459.74
internal_count=4780 1152 1108 588 216 88 43 520 324 110 214
is_linear=0
shrinkage=0.06


Tree=372
num_leaves=12
num_cat=0
split_feature=87 47 68 118 34 70 1 102 138 136 47
split_gain=0.0684577 0.295449 0.247279 0.340029 0.337828 0.441442 0.273079 0.243292 0.407972 0.452904 0.705077
threshold=0.0026833302108570938 0.10820819064974786 0.00064626874518580746 0.0066005610860884198 0.013032016810029747 0.0041444667149335155 0.0027679565828293566 0.0016846025246195497 0.0014881226234138014 0.00062670491752214741 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 8 9 10 -4
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=8.5863016922810715e-05 0.0014272575900604748 0.0036515392513494773 -0.0028284938186882882 -0.003144057363710844 -0.0015503024153383552 0.00044641480232351531 0.0042232454726451622 -0.0016419392758286735 -0.005081473364592021 -0.0030802843820388177 0.0037093182882127025
leaf_weight=7433.983127117157 230.0398758649826 65.994247674942017 79.14021897315979 178.96443474292755 584.29087924957275 139.52652084827423 136.188192486763 355.08732330799103 42.908437848091125 75.98418390750885 237.89239025115967
leaf_count=3683 102 23 44 122 343 59 46 204 35 38 81
internal_value=0 -0.000300235 -0.000426833 -0.000659903 -0.00039063 0.000244571 0.00231197 -0.000476038 0.000473659 0.00108015 0.0020773
internal_weight=0 2126.02 2060.02 1829.98 1651.02 1066.73 275.715 791.013 435.925 393.017 317.033
internal_count=4780 1097 1074 972 850 507 105 402 198 163 125
is_linear=0
shrinkage=0.06


Tree=373
num_leaves=12
num_cat=0
split_feature=58 58 73 29 146 103 44 149 86 54 105
split_gain=0.0687434 0.274586 0.458286 0.435485 0.398503 0.436332 0.442306 0.304167 0.26804 0.377836 0.35332
threshold=0.0095705352723598498 0.0062037324532866487 0.0017376682371832433 0.0027679565828293566 0.0028552538715302949 0.00096484774257987748 0.00090704852482303988 0.012636432424187662 0.00087947337306104611 0.0035485138650983576 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -8 10 -10 -4
right_child=-2 2 8 4 5 -7 7 -9 9 -11 -12
leaf_value=-5.6721044926672193e-05 -0.00027164370912084035 -0.0032381497120416132 0.001883380996796008 -7.2114786879794174e-05 0.0082619564270769962 -0.00063784947844452641 0.0019434268272034017 0.0064320170607609015 -0.0033162200871145516 0.0034504838249167506 -0.0036170391835932876
leaf_weight=6072.5158865451813 2482.7836196422577 53.577449560165405 58.116684436798096 168.40256977081299 77.889214754104614 80.001587748527527 203.06885778903961 74.211348652839661 43.430268883705139 94.008927822113037 151.99341666698456
leaf_count=3285 1066 30 20 62 19 31 80 16 32 39 100
internal_value=0 9.52963e-05 0.00101411 0.00194602 0.00240621 0.00336527 0.00426696 0.00314475 -0.000747975 0.00131223 -0.00209562
internal_weight=0 7077.22 1004.7 657.151 603.574 435.171 355.169 277.28 347.549 137.439 210.11
internal_count=4780 3714 429 238 208 146 115 96 191 71 120
is_linear=0
shrinkage=0.06


Tree=374
num_leaves=12
num_cat=0
split_feature=103 17 18 113 14 125 81 32 91 143 32
split_gain=0.0682808 0.257137 0.308402 0.150127 0.084514 0.244478 0.401462 0.250499 0.223755 0.197613 0.296782
threshold=0.016164712607860569 0.00077738583786413084 0.00096484774257987748 0.0019071503775194289 0.002945306478068233 0.04273676127195359 0.0015833032084628942 0.013860232196748258 0.0066005610860884198 0.0056525857653468856 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 7 -7 -1 9 -6 -11
right_child=1 2 -4 -5 8 6 -8 -9 -10 10 -12
leaf_value=-0.00011041275782386322 0.0042114017749948357 -0.003007824978409786 0.0024625372095539362 0.00059861188282241985 -8.8053970839621025e-06 0.0023388398100424391 -0.0037361220453069255 0.0036046079724631583 -0.0018434661199538483 0.0014130122010876471 -0.0038651404064066284
leaf_weight=6601.2630414962769 87.514564394950867 95.756714224815369 60.568595170974731 78.593339085578918 1355.5559520721436 52.691031932830811 152.51524770259857 65.994247674942017 166.18305003643036 803.08981466293335 40.274233818054199
leaf_count=3223 20 37 22 23 770 19 97 23 115 405 26
internal_value=0 0.000858283 -0.000888321 0.00250202 -2.9958e-05 -0.000136423 -0.00217625 -7.36405e-05 0.000279405 0.00043984 0.00116096
internal_weight=0 322.433 156.325 166.108 9237.57 6872.46 205.206 6667.26 2365.1 2198.92 843.364
internal_count=4780 102 59 43 4678 3362 116 3246 1316 1201 431
is_linear=0
shrinkage=0.06


Tree=375
num_leaves=12
num_cat=0
split_feature=90 63 66 1 91 90 4 126 75 107 50
split_gain=0.0685873 0.21554 0.186138 0.244473 0.273128 0.146454 0.271165 0.173596 0.226874 0.138002 0.22177
threshold=0.0016331639490090313 0.0030382014811038975 0.0010585968848317864 0.0010585968848317864 0.00099512818269431613 0.0012745757703669371 0.0011615398107096555 0.0045489775948226461 0.0032328735105693345 0.0068083447404205808 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 7 -7 -1 9 -9 -11
right_child=1 -3 -4 -5 -6 6 -8 8 -10 10 -12
leaf_value=4.7226605575050431e-05 -0.0010534611036038108 -0.0023899690595353042 0.0037396602845472266 -0.0040877061633494485 0.0038885534635369323 0.00091015522073456447 -0.0051959450172101062 -1.6669956451316292e-05 0.0013991778447877609 -0.0016121938069349772 -0.0059623792390472562
leaf_weight=8749.0074055194855 79.322512269020081 61.819599390029907 92.078848123550415 34.848581314086914 81.749374151229858 50.421414494514465 54.4638671875 77.731970310211182 85.087702512741089 131.30941987037659 62.15913712978363
leaf_count=4348 51 47 34 25 29 24 41 36 42 66 37
internal_value=0 0.000824625 0.00151464 0.000468929 0.00145478 -3.13207e-05 -0.00226056 -5.64173e-06 -0.00130388 -0.00215194 -0.00300986
internal_weight=0 349.819 287.999 195.92 161.072 9210.18 104.885 9105.3 356.288 271.201 193.469
internal_count=4780 186 139 105 80 4594 65 4529 181 139 103
is_linear=0
shrinkage=0.06


Tree=376
num_leaves=12
num_cat=0
split_feature=84 47 148 104 59 124 53 80 132 45 115
split_gain=0.0690151 0.164655 0.314974 0.18732 0.309051 0.280492 0.260073 0.250206 0.218292 0.274489 0.365015
threshold=0.0012357163941487672 0.040252277627587325 0.017188700847327713 0.012636432424187662 0.00080172589514404546 0.002945306478068233 0.01884530205279589 0.0032328735105693345 0.00080172589514404546 0.004017772153019906 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 8 -5 6 -6 -7 -2 10 -10
right_child=1 2 -4 4 5 7 -8 -9 9 -11 -12
leaf_value=-8.621787487502257e-05 -0.00067330400294145817 -0.0026098766094596617 0.0018255088060316559 -0.0017389085828675135 0.0020292688954630057 0.0022655171915669835 0.0061346811722547386 -0.0029863489368439008 0.0044343179105626384 -0.00068781003954257621 0.00071755882562075598
leaf_weight=7433.750736117363 632.02799201011658 171.42640924453735 86.83548891544342 84.044040441513062 153.69110536575317 78.9579256772995 86.992733359336853 55.689822554588318 127.78879821300507 276.6762775182724 372.1185028553009
leaf_count=3628 310 109 40 48 50 37 23 42 46 188 259
internal_value=0 0.000301433 -0.00111857 0.000497758 0.00154989 0.00228631 0.00351313 9.33643e-05 0.000154638 0.000828465 0.00166766
internal_weight=0 2126.25 258.262 1867.99 459.376 375.332 240.684 134.648 1408.61 776.584 499.907
internal_count=4780 1152 149 1003 200 152 73 79 803 493 305
is_linear=0
shrinkage=0.06


Tree=377
num_leaves=12
num_cat=0
split_feature=43 4 59 148 108 53 61 2 98 145 24
split_gain=0.0679723 0.226163 0.361998 0.343512 0.735881 0.372699 0.330443 0.501171 0.295344 0.293988 0.301783
threshold=0.00085274505545385193 0.0005375427135732026 0.00099512818269431613 0.0051502294372767219 0.0005375427135732026 0.00093549740267917525 0.0005375427135732026 0.00017767510871635753 0.010180860292166473 0.004017772153019906 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 4 5 -2 -3 -8 -6 -5 -11
right_child=1 2 -4 9 8 -7 7 -9 -10 10 -12
leaf_value=0.00016035530272135161 -0.010358322433033368 0.00075716294061150006 -0.00024061029926407214 0.0021764958098568874 -0.0017927874559832905 -0.0013925567771929112 -0.0068710910325009049 -0.0010207268374442964 0.00093745212747874476 0.00085276868834746405 -0.0040432607925042401
leaf_weight=4769.0470374822617 38.004616379737854 83.49716055393219 2988.6885019540787 508.91062426567078 202.20748901367188 29.762466549873352 97.190011739730835 115.18970680236816 484.15912592411041 183.1140341758728 60.229057431221008
leaf_count=2626 31 27 1417 213 93 14 69 46 138 74 32
internal_value=0 -0.000159622 -0.0004388 0.000449104 -0.00045582 -0.00642067 -0.00244074 -0.00369799 0.000133108 0.00135629 -0.000359032
internal_weight=0 4790.95 3284.57 1506.39 754.134 67.7671 295.877 212.38 686.367 752.254 243.343
internal_count=4780 2154 1559 595 276 45 142 115 231 319 106
is_linear=0
shrinkage=0.06


Tree=378
num_leaves=12
num_cat=0
split_feature=53 106 83 98 52 23 116 101 92 23 11
split_gain=0.0684381 0.271485 0.336978 0.330183 0.400762 0.306851 0.236891 0.284795 0.237871 0.235612 0.215011
threshold=0.0028552538715302949 0.00080172589514404546 0.0046923852059990176 0.019431582652032379 0.00062670491752214741 0.010180860292166473 0.00017767510871635753 0.0030382014811038975 0.017188700847327713 0.0056525857653468856 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 4 -2 -5 -6 8 -8 -4 -1
right_child=1 2 9 5 6 -7 7 -9 -10 -11 -12
leaf_value=-3.1432444042618051e-05 -0.0040696761683470988 -0.001646315371148163 0.0014387266401461327 0.0010706975343026865 0.0046141538061535477 -0.0057542197442709206 0.0013967899208360284 0.004189853445214442 -0.003276658968250174 -4.7467907899837834e-06 -0.0014328727988916371
leaf_weight=3172.6569535732269 37.30049204826355 418.65470910072327 448.00249135494232 54.438818335533142 126.56284284591675 42.022020220756531 198.52962291240692 106.08618819713593 48.855921387672424 4456.8820546865463 450.00771760940552
leaf_count=1639 27 249 201 17 45 24 90 42 33 2135 278
internal_value=0 0.000125398 -1.23678e-05 0.00132026 0.00192116 -0.0019025 0.00238667 0.00158911 0.000473835 0.000127097 -0.000205519
internal_weight=0 5937.34 5323.54 613.796 517.335 96.4608 480.035 353.472 247.386 4904.88 3622.66
internal_count=4780 2863 2585 278 237 41 210 165 123 2336 1917
is_linear=0
shrinkage=0.06


Tree=379
num_leaves=12
num_cat=0
split_feature=99 23 104 30 77 28 105 65 78 45 75
split_gain=0.067385 0.273761 0.235272 0.236838 0.471631 0.321002 0.324279 0.319213 0.352938 0.404082 0.412212
threshold=0.0046923852059990176 0.059226244688034065 0.024810968898236755 0.00064626874518580746 0.00096484774257987748 0.0045489775948226461 0.011169348377734424 0.0005375427135732026 0.00093549740267917525 0.0066005610860884198 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 -6 -9 10 -10
right_child=1 -3 -4 5 7 -7 -8 8 9 -11 -12
leaf_value=-0.00010025759107975964 0.00085199740164331557 0.0034467218659592659 -0.0042493918117326029 0.0016566670181127404 -0.0033951143047236841 -0.0011769532836644412 -0.0026178477560249132 0.0028949661813216622 -0.0043189581838415135 -0.004478613561776537 0.00076019494224745156
leaf_weight=6847.5478746891022 667.48050224781036 93.304803490638733 43.247975587844849 864.18024086952209 199.7806271314621 226.59440076351166 68.993038296699524 87.696857690811157 72.306317806243896 107.51948571205139 281.34770798683167
leaf_count=3465 243 35 25 424 115 154 46 27 35 74 137
internal_value=0 0.000253099 0.000139329 0.000213013 -0.000307637 0.000848752 0.00134064 -0.00134154 -0.00059407 -0.00125755 -0.000278263
internal_weight=0 2712.45 2619.15 2575.9 1416.13 1159.77 933.173 748.651 548.87 461.174 353.654
internal_count=4780 1315 1280 1255 631 624 470 388 273 246 172
is_linear=0
shrinkage=0.06


Tree=380
num_leaves=12
num_cat=0
split_feature=87 19 9 115 73 107 142 69 116 107 75
split_gain=0.0663848 0.322633 0.339815 0.384457 0.444342 0.315869 0.276897 0.258711 0.255102 0.241538 0.209072
threshold=0.011519505176693203 0.0046923852059990176 0.00068727668258361529 0.00085274505545385193 0.00060774214216507982 0.010829726699739696 0.0033348383149132137 0.0026012937305495147 0.00070876078098081063 0.013032016810029747 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -4 10 -3 -10 -8
right_child=1 8 6 4 5 -7 7 -9 9 -11 -12
leaf_value=4.0934327081811063e-05 -0.004837252796642013 0.0042884083044923381 -0.0010333764612971358 0.0058514549941197699 -0.0038503076228588724 0.0035097343429610064 -0.012885315315431387 -0.0018879383081150509 -0.0010892660129033192 0.0042124472208625446 -0.0053097199730731317
leaf_weight=8959.4570443630219 47.447672724723816 63.020505905151367 63.724630236625671 51.465076565742493 56.915777921676636 33.258039355278015 24.519107341766357 30.466590881347656 163.36655271053314 38.161860823631287 28.196973443031311
leaf_count=4458 25 24 28 18 43 10 20 18 99 14 23
internal_value=0 -0.000610696 -0.00184471 -0.000162821 0.00140307 -0.00113577 -0.0040095 -0.00628945 0.000956582 -8.5322e-05 -0.00883325
internal_weight=0 600.543 335.994 189.087 141.639 90.1738 146.907 83.1827 264.549 201.528 52.7161
internal_count=4780 322 185 96 71 53 89 61 137 113 43
is_linear=0
shrinkage=0.06


Tree=381
num_leaves=12
num_cat=0
split_feature=45 76 42 78 22 107 29 71 112 149 71
split_gain=0.0642457 0.217052 0.379123 0.224534 0.318648 0.533583 0.415408 0.355448 0.258047 0.365319 0.234104
threshold=0.0014427106943912806 0.0013146653072908523 0.0031340263085439806 0.0036604277556762104 0.0013146653072908523 0.0092791137285530585 0.0032328735105693345 0.001792412775103003 0.0014881226234138014 0.0016331639490090313 0.072653736919164671
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 9 10 -9
right_child=-2 -3 -4 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00021001649852240832 0.00010025572573354891 0.0033814847611633027 -0.0024502157860023218 -0.00066623269437892328 -0.0037307385147123508 -0.0046037383481212493 0.0058488540290124761 -0.0030111082840238728 -7.3505331519387742e-05 0.0041153265100408601 0.0028426509469530502
leaf_weight=539.219970703125 6753.9856313467026 58.298977732658386 270.67869627475739 1217.4877775907516 61.637306094169617 64.768292307853699 78.593339085578918 53.759742856025696 214.41694498062134 201.81785356998444 45.335299730300903
leaf_count=248 3351 27 142 767 40 22 23 37 55 55 13
internal_value=0 -0.000241312 -0.000318178 -8.51992e-05 0.000476431 0.000692907 0.000995653 0.00209027 0.00151705 0.00265041 -0.000333054
internal_weight=0 2806.01 2747.72 2477.04 1259.55 1197.91 1133.14 593.923 515.33 300.913 99.095
internal_count=4780 1429 1402 1260 493 453 431 183 160 105 50
is_linear=0
shrinkage=0.06


Tree=382
num_leaves=12
num_cat=0
split_feature=20 47 73 99 75 24 146 27 114 101 123
split_gain=0.0633431 0.331645 0.332911 0.560373 0.378176 0.392533 0.285856 0.285 0.369177 0.255278 0.442569
threshold=0.00070876078098081063 0.0023699469165876512 0.0027679565828293566 0.0013146653072908523 0.00042089859198313212 0.0035485138650983576 0.028884131461381916 0.001792412775103003 0.0016846025246195497 0.0087224207818508166 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 -2 -6 -3 8 -5 -1 -11
right_child=1 6 -4 7 5 -7 -8 -9 -10 10 -12
leaf_value=1.2436393776198337e-05 0.00093406032161841702 -5.3236589820990947e-05 -0.00019899456599785427 -0.0054721228962327905 0.0083072001409400433 0.002583228143388933 -0.0038782406242341989 0.001416206523915869 0.0023645152730490753 -0.0024586290182782838 0.00092079271645012994
leaf_weight=5015.8244580030441 90.852892756462097 2801.1604771614075 426.92190778255463 56.211653590202332 95.052589893341064 78.9579256772995 72.149073362350464 272.76602041721344 35.188119053840637 400.9695029258728 213.94521164894104
leaf_count=2334 33 1473 290 39 33 37 52 130 15 238 106
internal_value=0 0.000184884 0.00109417 0.00197185 0.00407172 0.00570993 -0.000149283 0.000444574 -0.00245509 -0.000129016 -0.00128284
internal_weight=0 3929.26 1055.95 629.029 264.863 174.011 2873.31 364.166 91.3998 5630.74 614.915
internal_count=4780 2102 577 287 103 70 1525 184 54 2678 344
is_linear=0
shrinkage=0.06


Tree=383
num_leaves=12
num_cat=0
split_feature=44 123 93 104 58 121 21 19 144 43 113
split_gain=0.063117 0.206462 0.213718 0.175324 0.165901 0.201804 0.131747 0.0990715 0.113981 0.101036 0.431378
threshold=0.04673989117145539 0.00038414125447161501 0.0070226341485977182 0.0033348383149132137 0.0015349716995842757 0.0035485138650983576 0.0092791137285530585 0.086341444402933135 0.00039601318712811922 0.024810968898236755 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 -2 -6 -5 9 -9 -1 -11
right_child=1 -3 3 6 5 -7 -8 8 -10 10 -12
leaf_value=-8.6265899926652947e-05 -0.0018914262039404263 0.0028998664265441933 0.00082956448668198028 -0.0051415716111485529 0.0037923046811608819 -0.000291595054284685 -0.00086962803221171832 -0.004288954650231035 5.9750055540382476e-05 0.0021493118182448604 -0.0004700590594139823
leaf_weight=8016.8838552236557 48.855921387672424 113.96375143527985 65.290123343467712 55.325235962867737 102.40832209587097 75.80189061164856 49.013165831565857 42.204313516616821 44.656224250793457 375.28148925304413 570.31553936004639
leaf_count=4203 33 45 19 28 39 31 16 31 33 104 198
internal_value=0 0.000648991 2.35248e-06 -0.00160892 0.00120605 0.00205521 -0.00313482 -3.66229e-05 -0.00205322 -1.70788e-05 0.000569497
internal_weight=0 510.658 396.695 169.629 227.066 178.21 104.338 9049.34 86.8605 8962.48 945.597
internal_count=4780 211 166 63 103 70 44 4569 64 4505 302
is_linear=0
shrinkage=0.06


Tree=384
num_leaves=12
num_cat=0
split_feature=150 87 112 82 62 139 42 150 34 112 18
split_gain=0.0642163 0.240476 0.280145 0.118646 0.0969712 0.210606 0.305927 0.256739 0.32156 0.296105 0.321758
threshold=0.028020657598972324 0.00080172589514404546 0.0011615398107096555 0.011519505176693203 0.0005375427135732026 0.0019672545604407792 0.0023699469165876512 0.010500331409275534 0.0012745757703669371 0.015923793427646164 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 6 7 8 -6 10 -10
right_child=1 3 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=0.00010535332664330219 -0.00051022937075141477 -0.0032359903254775549 0.0045842064352065309 0.00081573349457637163 -0.005119571366518705 0.0020094153741766225 1.3857571340127696e-05 -0.0040213152759210656 -0.0030163200556189524 0.003664093549736 -0.00012732792291899944
leaf_weight=6365.4259752035141 68.106620669364929 54.803404927253723 90.488306164741516 49.534996867179871 61.455012798309326 134.28316164016724 1883.7743246555328 111.53688955307007 193.12901926040649 54.256525039672852 493.20559549331665
leaf_count=3267 35 31 19 13 33 65 872 67 113 10 255
internal_value=0 0.000924687 0.00239646 -0.00131242 -2.61514e-05 -0.000311686 -0.000423107 -0.00132411 -0.000949023 -0.000602946 -0.000940267
internal_weight=0 262.933 158.595 104.338 9297.07 2931.64 2797.36 913.583 802.046 740.591 686.335
internal_count=4780 98 54 44 4682 1415 1350 478 411 378 368
is_linear=0
shrinkage=0.06


Tree=385
num_leaves=12
num_cat=0
split_feature=10 10 78 145 72 70 99 145 143 142 24
split_gain=0.0735392 0.318927 0.320028 0.331295 0.283914 0.280103 0.278256 0.33637 0.407177 0.657564 0.353222
threshold=0.0035485138650983576 0.0016846025246195497 0.00093549740267917525 0.010500331409275534 0.0014881226234138014 0.00039601318712811922 0.023343417793512348 0.00093549740267917525 0.002945306478068233 0.0028552538715302949 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -5 7 8 -2 -10 -11
right_child=6 2 3 5 -6 -7 -8 -9 9 10 -12
leaf_value=-0.00053755178378746813 -0.0007494425945737738 0.00075107414141107763 -0.0016173377668325646 0.0046771714616266804 0.00070916051877632281 -0.0018675940720638707 -0.001836426442400993 4.6106142131919463e-05 0.0069711234985361942 0.0024600729874776888 -0.0014524691868931178
leaf_weight=1102.022533416748 212.53696298599243 342.57032978534698 1119.4113482236862 58.116684436798096 1630.5915899276733 39.570109486579895 242.14218509197235 4311.1186102628708 91.896554827690125 294.28633713722229 115.73658668994904
leaf_count=457 98 115 687 20 895 22 129 2136 27 127 67
internal_value=0 -0.000184352 -0.000868934 -0.00132491 0.00020638 0.00202608 0.000150215 0.000245936 0.00145173 0.00238382 0.00135569
internal_weight=0 4292.28 1559.67 1217.1 2732.61 97.6868 5267.72 5025.58 714.456 501.919 410.023
internal_count=4780 2196 844 729 1352 42 2584 2455 319 221 194
is_linear=0
shrinkage=0.06


Tree=386
num_leaves=12
num_cat=0
split_feature=10 99 83 51 137 124 77 115 40 10 110
split_gain=0.0649792 0.245867 0.590661 0.349123 0.429131 0.692825 0.231499 0.385425 0.458593 0.303055 0.294188
threshold=0.0035485138650983576 0.023343417793512348 0.057509137317538268 0.0092791137285530585 0.0013560238294303419 0.00017767510871635753 0.00096484774257987748 0.0010263677686452868 0.00099512818269431613 0.0026833302108570938 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 -3 10 8 -8 -9 -1
right_child=1 2 -4 -5 -6 -7 7 9 -10 -11 -12
leaf_value=0.0010917855374456562 0.00023117969651193781 -0.014539024043458026 0.00494446173273829 0.0022152435163683821 0.00088283498889733618 -0.0036370224632408491 0.00024999954249492359 0.00022212425215787388 -0.0029438363828644919 -0.0017842742558375059 -0.00058817279501149802
leaf_weight=925.74240040779114 5025.5750519037247 26.971018075942993 39.909647226333618 37.118198752403259 43.587513327598572 94.555807709693909 260.4814178943634 1726.0839129686356 427.41868996620178 321.48974621295929 631.06642782688141
leaf_count=392 2455 22 12 20 15 60 96 1014 263 204 227
internal_value=0 0.000141203 -0.00172624 -0.00304267 -0.00422467 -0.00605655 -0.000173291 -0.000505708 -0.00173445 -9.29006e-05 0.000410799
internal_weight=0 5267.72 242.142 202.233 165.114 121.527 4292.28 2735.47 687.9 2047.57 1556.81
internal_count=4780 2584 129 117 97 82 2196 1577 359 1218 619
is_linear=0
shrinkage=0.06


Tree=387
num_leaves=12
num_cat=0
split_feature=81 71 87 105 19 123 106 88 39 59 1
split_gain=0.0626981 0.479908 0.323447 0.151086 0.130344 0.147398 0.128279 0.125566 0.101733 0.0931859 0.0896851
threshold=0.027182282879948619 0.010829726699739696 0.0026833302108570938 0.0036604277556762104 0.086341444402933135 0.0010263677686452868 0.0011980500421486797 0.0012745757703669371 0.0027679565828293566 0.0012357163941487672 0.091400381177663817
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 8 6 10 -6 -2 9 -3 -5 -1
right_child=1 2 -4 7 5 -7 -8 -9 -10 -11 -12
leaf_value=2.1059820721000986e-05 -0.00081630889659100767 0.0031223342448720194 -0.00030492865921486476 0.00095708804322619555 -0.0029013910488690856 0.0020395732650647933 -0.0047193078666922395 0.0023639805718258813 0.0066100891985083586 -0.0035616693134200117 -0.0013299957628997926
leaf_weight=8805.5585968494415 69.514869332313538 60.568595170974731 68.628451704978943 31.510252952575684 106.47582364082336 27.310555815696716 53.759742856025696 61.97684383392334 59.864470839500427 34.3267502784729 180.50487899780273
leaf_count=4377 43 22 32 12 80 12 37 30 18 28 89
internal_value=0 0.000699428 0.00298262 -0.00101974 -3.37564e-05 -0.00189276 -0.0025184 0.000425694 0.00485602 -0.00139895 -6.07911e-06
internal_weight=0 440.15 189.062 251.088 9119.85 133.786 123.275 127.814 120.433 65.837 8986.06
internal_count=4780 222 72 150 4558 92 80 70 40 40 4466
is_linear=0
shrinkage=0.06


Tree=388
num_leaves=12
num_cat=0
split_feature=112 71 69 107 93 77 84 123 143 94 11
split_gain=0.0664243 0.284544 0.260519 0.163123 0.106585 0.43475 0.291501 0.327219 0.385227 0.363738 0.323419
threshold=0.034632634371519096 0.0092791137285530585 0.00046126570669002836 0.0079489401541650313 0.0048403022810816774 0.012636432424187662 0.0013986918493174019 0.00082683752407319855 0.0063990866765379914 0.0042751494329422721 0.0087224207818508166
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 6 10 8 -8 -9 -6
right_child=1 2 -4 -5 5 -7 7 9 -10 -11 -12
leaf_value=0.00010183217205728697 0.0004991319305013808 0.00052358327558897936 0.0040419406704790342 -0.002931452875577163 -3.2181708256032723e-05 -0.0034890578009204652 0.00038295587479845669 -0.006025153985544868 0.0043306785332672751 0.0016051642084850455 -0.0016910674651978059
leaf_weight=6160.2558906078339 103.79152190685272 226.12961876392365 113.93870258331299 96.096251964569092 1687.8608082532883 149.69875037670135 216.18978023529053 42.908437848091125 151.23919463157654 47.265379428863525 564.62549567222595
leaf_count=3521 23 44 21 27 606 81 77 35 48 18 279
internal_value=0 0.000646414 0.0017024 -0.00115013 -3.86955e-05 -0.000341406 -0.000167537 0.00121306 0.0020079 -0.00202566 -0.000448011
internal_weight=0 539.956 340.068 199.888 9020.04 2859.79 2710.09 457.603 367.429 90.1738 2252.49
internal_count=4780 115 65 50 4665 1144 1063 178 125 53 885
is_linear=0
shrinkage=0.06


Tree=389
num_leaves=12
num_cat=0
split_feature=99 149 58 11 92 18 76 22 10 136 107
split_gain=0.0667994 0.251796 0.299118 0.316135 0.23146 0.330388 0.242425 0.226565 0.235704 0.354597 0.265497
threshold=0.0046923852059990176 0.016164712607860569 0.0095705352723598498 0.00017767510871635753 0.00055427959887310873 0.0015833032084628942 0.00044738779251929378 0.00073092587990686308 0.0016846025246195497 0.0012357163941487672 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 -3 6 -6 -2 10 -10 -9
right_child=1 4 3 -5 5 -7 -8 8 9 -11 -12
leaf_value=-9.9821060961379206e-05 0.00067549152080334106 -0.00030721029350209219 -0.0056027644599877099 -0.00080209738532213259 0.0053620466811336361 -0.00077281782727671704 0.0011666952726593531 -0.00044804563310878106 -0.0034104415604292943 0.0018872470270768138 0.005045625315167385
leaf_weight=6847.5478746891022 1435.4573444128036 156.14301609992981 57.959439992904663 333.69920217990875 132.32803308963776 78.253801345825195 79.297463417053223 153.37661647796631 185.79833590984344 60.229057431221008 39.909647226333618
leaf_count=3465 705 52 37 166 36 33 27 84 131 32 12
internal_value=0 0.000251997 -4.45235e-06 -0.00151252 0.00155512 0.00255827 0.00379002 0.000310599 -0.000881689 -0.00211353 0.000686285
internal_weight=0 2712.45 2266.43 391.659 446.022 289.879 211.625 1874.77 439.314 246.027 193.286
internal_count=4780 1315 1167 203 148 96 63 964 259 163 96
is_linear=0
shrinkage=0.06


Tree=390
num_leaves=12
num_cat=0
split_feature=146 24 27 103 121 23 23 140 140 73 100
split_gain=0.0622844 0.309165 0.451873 0.419698 0.505228 0.390201 0.313659 0.60274 0.354502 0.342817 0.3488
threshold=0.0028552538715302949 0.0022975050378590827 0.00043393640953581786 0.00037263428384903824 0.02129978779703379 0.022641776129603389 0.036783467978239066 0.05109804309904576 0.00244467705488205 0.00060774214216507982 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -5 7 8 -2 10 -10
right_child=1 2 -4 5 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.00019345545763708649 -0.0013144060290945249 0.0025761061945567786 0.00024239562725360294 -0.0014600290006860103 0.00394041797889554 -0.0074817547591900947 -0.0032864347963504291 -0.006394682041625196 -0.00089111337125771448 4.8184238172675834e-05 0.003713598796609428
leaf_weight=3683.082973241806 375.79636895656586 326.81520330905914 3471.1429878473282 471.81747436523438 110.1035920381546 42.204313516616821 114.69292461872101 51.30783212184906 80.183881044387817 606.33302700519562 226.51925420761108
leaf_count=1795 262 109 1766 217 35 31 73 35 38 337 82
internal_value=0 0.000121239 0.000443212 -0.000466959 2.16248e-05 -0.00195445 -0.000274954 -1.72235e-05 0.00023666 0.000875063 0.00250975
internal_weight=0 5876.92 3797.96 2078.96 1564.94 514.022 1454.83 1340.14 1288.83 913.036 306.703
internal_count=4780 2985 1875 1110 862 248 827 754 719 457 120
is_linear=0
shrinkage=0.06


Tree=391
num_leaves=12
num_cat=0
split_feature=103 54 44 44 43 133 60 91 108 77 22
split_gain=0.0636324 0.530339 0.245321 0.216874 0.0783169 0.203776 0.335666 0.39462 0.29827 0.287972 0.272855
threshold=0.016164712607860569 0.0035485138650983576 0.0015349716995842757 0.0070226341485977182 0.00085274505545385193 0.0070226341485977182 0.0014881226234138014 0.0012745757703669371 0.00017767510871635753 0.0054799309000372895 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 8 -7 -8 -6 10 -10
right_child=1 -3 3 -5 5 6 7 -9 9 -11 -12
leaf_value=0.00014286423281778494 -0.00063430077467439665 -0.0032585253222272488 0.0057741608921698315 0.0014301526597859022 -0.0043180768511598073 0.00099102620379428255 -0.0058701183624154099 -0.00033147309582031104 -0.00051793756170079655 -0.002188675886900639 0.0010117190700047267
leaf_weight=4696.5834752321243 72.463562250137329 84.383578181266785 80.862956523895264 84.723115921020508 71.966780066490173 1022.8823144435883 50.786001086235046 525.4450216293335 2048.6061750650406 293.29277276992798 528.00407910346985
leaf_count=2608 18 38 18 28 45 413 38 295 866 181 232
internal_value=0 0.000828553 0.00227734 0.00355152 -2.89203e-05 -0.000206591 0.00033857 -0.00081962 -0.000502925 -0.000407255 -0.000204477
internal_weight=0 322.433 238.05 165.586 9237.57 4540.98 1599.11 576.231 2941.87 2869.9 2576.61
internal_count=4780 102 64 46 4678 2070 746 333 1324 1279 1098
is_linear=0
shrinkage=0.06


Tree=392
num_leaves=12
num_cat=0
split_feature=112 71 105 0 117 12 144 131 5 34 140
split_gain=0.0611238 0.251562 0.211689 0.160283 0.0936146 0.345883 0.417103 0.384495 0.481157 0.64708 0.513497
threshold=0.034632634371519096 0.0092791137285530585 0.00017767510871635753 0.00017767510871635753 0.010829726699739696 0.0025217677466571335 0.0027679565828293566 0.001792412775103003 0.0053125319536775359 0.0012745757703669371 0.031632266007363803
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 7 -7 8 9 -6 -10
right_child=1 2 -4 -5 5 6 -8 -9 10 -11 -12
leaf_value=0.00010417985084219883 0.0010456270562838835 -0.00032305650768357959 0.0027704798283288124 -0.0024341611405027568 -0.003034223406923847 -0.0030017003052944398 4.9334148908323044e-06 0.0010604348242543777 -0.0045550467133330134 0.00048883386116103011 0.0017887466072605196
leaf_weight=5878.6576941013336 78.411045789718628 127.24191832542419 212.82640302181244 121.47672808170319 223.91009902954102 336.38350391387939 328.14135408401489 848.2177722454071 183.50366961956024 1159.9569245576859 61.272719502449036
leaf_count=3144 16 25 40 34 97 223 206 387 112 470 26
internal_value=0 0.000620087 0.00161298 -0.00106913 -3.71195e-05 -0.000301541 -0.00151703 2.45659e-05 -0.000514928 -8.11979e-05 -0.00296706
internal_weight=0 539.956 340.068 199.888 9020.04 3141.39 664.525 2476.86 1628.64 1383.87 244.776
internal_count=4780 115 65 50 4665 1521 429 1092 705 567 138
is_linear=0
shrinkage=0.06


Tree=393
num_leaves=12
num_cat=0
split_feature=62 29 82 150 52 68 115 91 35 59 69
split_gain=0.0646098 0.205875 0.359288 0.337892 0.317256 0.416244 0.321092 0.323832 0.292569 0.49073 0.258273
threshold=0.0005375427135732026 0.007706565549597145 0.00073092587990686308 0.00099512818269431613 0.010500331409275534 0.0068083447404205808 0.00044738779251929378 0.0058306583669036635 0.0063990866765379914 0.0072436286136507997 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 -2 5 6 7 -4 9 -3 -7
right_child=1 2 4 -5 -6 10 -8 -9 -10 -11 -12
leaf_value=0.00010884936599040344 -0.003534670586072426 -0.0087965646763169709 -0.0029862290892509677 0.00034137818068351718 0.0014728787798012385 -0.00087069833108141602 -0.004495752963737238 0.0024675610686579006 0.0017287982223824455 -0.0019528671627875682 0.0021467770173895485
leaf_weight=6429.1506054401398 84.748164772987366 54.985698223114014 94.008927822113037 1814.1022108793259 255.05576539039612 280.64358365535736 161.8010596036911 67.220203042030334 37.640029788017273 120.11857712268829 160.52500653266907
leaf_count=3295 52 38 39 846 95 133 108 24 17 74 59
internal_value=0 -0.00022352 -0.000827555 0.000168385 -0.000359437 -0.000970983 -0.00260743 -0.000712416 -0.0030703 -0.0041019 0.00022725
internal_weight=0 3130.85 1232 1898.85 1019.25 764.199 323.03 161.229 212.744 175.104 441.169
internal_count=4780 1485 587 898 458 363 171 63 129 112 192
is_linear=0
shrinkage=0.06


Tree=394
num_leaves=12
num_cat=0
split_feature=28 2 84 69 140 80 18 108 8 108 101
split_gain=0.0607556 0.204595 0.229111 0.204457 0.174109 0.21203 0.272566 0.297166 0.316637 0.262873 0.270645
threshold=0.0020292587578296666 0.00080172589514404546 0.0013986918493174019 0.0026012937305495147 0.076978169381618514 0.01884530205279589 0.00047558375808876013 0.007706565549597145 0.0027679565828293566 0.0044099434744566688 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 7 9 -9 10 -2
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-8.6466319841482667e-05 0.0003363565397918358 -0.0018288923213326013 -5.5406638214101445e-05 -0.0085348269888027815 -0.00360315067467112 0.0030654019414598941 -0.00035366438193326345 0.0048825006058227614 0.00080122302685874548 -0.0026333716470616857 0.0037358017637601207
leaf_weight=7205.3835000991821 571.14490795135498 43.430268883705139 123.79644322395325 26.266893744468689 37.822323083877563 110.28588533401489 979.52024078369141 130.05841565132141 144.4303423166275 88.947861909866333 98.912749290466309
leaf_count=3452 322 32 77 18 24 42 614 41 63 52 43
internal_value=0 0.000264596 -0.00160456 -0.00435617 0.000431949 0.000503826 0.000363487 0.00104318 0.00273502 0.000431346 0.000838177
internal_weight=0 2354.62 193.494 69.6972 2161.12 2123.3 2013.01 1033.49 274.489 759.006 670.058
internal_count=4780 1328 127 50 1201 1177 1135 521 104 417 365
is_linear=0
shrinkage=0.06


Tree=395
num_leaves=12
num_cat=0
split_feature=136 20 117 107 81 131 36 40 73 34 67
split_gain=0.0670631 0.076395 0.342802 0.339155 0.29866 0.299803 0.283625 0.404201 0.375871 0.518656 0.413054
threshold=0.013032016810029747 0.00070876078098081063 0.12087306752800943 0.0012357163941487672 0.0072436286136507997 0.0027679565828293566 0.0005375427135732026 0.00060774214216507982 0.00017767510871635753 0.0068083447404205808 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -5 -6 7 -1 9 -8 -10
right_child=-2 2 -4 4 5 -7 8 -9 10 -11 -12
leaf_value=0.00028763397639695914 0.0016270948053797405 0.0010178201241784163 0.0036164193622639953 0.00010231078848371465 -0.0026285858680829698 -0.00010006380162225953 -0.0036031564903861455 -0.0010162685706366717 0.0023735358158352327 0.0018850990319902172 0.0002134012893702103
leaf_weight=1449.6288802623749 90.331061720848083 1042.6729422807693 102.22602880001068 2091.3253682851791 333.56700658798218 341.78410756587982 175.78335082530975 2089.5775818824768 419.283686876297 95.756714224815369 1328.0631029605865
leaf_count=535 36 597 32 1055 207 200 92 1057 181 37 751
internal_value=0 -1.55208e-05 0.000187623 9.56092e-05 -0.000251943 -0.00134894 -0.000158486 -0.000482201 0.000409003 -0.00166776 0.000731735
internal_weight=0 9469.67 3911.58 3809.35 2766.68 675.351 5558.09 3539.21 2018.89 271.54 1747.35
internal_count=4780 4744 2091 2059 1462 407 2653 1592 1061 129 932
is_linear=0
shrinkage=0.06


Tree=396
num_leaves=12
num_cat=0
split_feature=115 144 148 112 58 145 9 138 123 88 51
split_gain=0.0600219 0.0806769 0.0647797 0.195363 0.116277 0.335785 0.172015 0.204566 0.158346 0.143513 0.185152
threshold=0.099488973617553725 0.0017376682371832433 0.041476719081401832 0.0019071503775194289 0.00060774214216507982 0.00055427959887310873 0.0012357163941487672 0.00044738779251929378 0.0022272822679951791 0.00747153488919139 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 8 -8 9 10 -7
right_child=1 -3 3 -5 5 6 7 -9 -10 -11 -12
leaf_value=5.8733617201295099e-05 -0.003970715565256141 -0.0004513779385891408 -0.0022047920295189104 -0.004221588259675846 0.0040815646530910944 -0.0047108374561896822 0.0037598968604315819 -0.0011608900823991545 0.0027548261866743623 0.0016806702550183441 -0.001041407590893493
leaf_weight=8828.0474290847778 30.648884177207947 99.824215769767761 92.468483567237854 48.855921387672424 66.176540970802307 81.434885263442993 61.794550538063049 59.889519691467285 29.762466549873352 34.848581314086914 126.24835395812988
leaf_count=4296 25 78 72 33 30 63 23 42 14 25 79
internal_value=0 -0.00127809 1.76845e-05 -0.000584803 -0.000263284 0.000126863 -0.000537408 0.00133802 -0.00137551 -0.00188237 -0.00248023
internal_weight=0 130.473 9429.53 601.479 552.623 460.155 393.978 121.684 272.294 242.532 207.683
internal_count=4780 103 4677 381 348 276 246 65 181 167 142
is_linear=0
shrinkage=0.06


Tree=397
num_leaves=12
num_cat=0
split_feature=100 4 142 95 31 11 112 84 70 12 33
split_gain=0.0593553 0.196484 0.366115 0.362223 0.593843 0.517614 0.398952 0.397512 0.485563 0.41338 0.383675
threshold=0.0033348383149132137 0.0005375427135732026 0.0020932231564074759 0.00039601318712811922 0.00017767510871635753 0.010180860292166473 0.0021592099219560628 0.00017767510871635753 0.0030382014811038975 0.00017767510871635753 0.031632266007363803
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 7 -4 8 -5 -9 -7
right_child=1 2 3 4 -6 10 -8 9 -10 -11 -12
leaf_value=-0.00013183321477044582 0.0007045432327037885 -0.0017924515900834845 -0.00063658727066576908 0.0051714247199065502 -0.0006542125794240884 -0.0025366597902666335 -0.0059640428813981898 -0.0023720589380565814 -0.00025611494742916317 0.0020181544986733789 0.0028266552426645395
leaf_weight=5378.0963664054871 1553.3383042812347 410.5698037147522 235.83011496067047 240.50154542922974 906.07006549835205 168.08808088302612 64.428754568099976 98.390918254852295 78.775632381439209 358.69004285335541 67.220203042030334
leaf_count=2883 647 215 117 66 489 96 32 46 30 135 24
internal_value=0 0.000169543 -0.000146613 0.000158046 0.000461443 0.00146065 -0.00177974 0.00220782 0.00383228 0.00107312 -0.00100453
internal_weight=0 4181.9 2628.57 2218 1917.74 1011.67 300.259 776.358 319.277 457.081 235.308
internal_count=4780 1897 1250 1035 886 397 149 277 96 181 120
is_linear=0
shrinkage=0.06


Tree=398
num_leaves=12
num_cat=0
split_feature=25 40 17 148 0 25 95 63 14 79 141
split_gain=0.0582422 0.284383 0.291149 0.433098 0.267755 0.365626 0.354065 0.43367 0.450485 0.350503 0.301286
threshold=0.00052132029668428015 0.039062514901161201 0.0033348383149132137 0.0028552538715302949 0.00017767510871635753 0.00090704852482303988 0.0021592099219560628 0.0030382014811038975 0.00062670491752214741 0.00017767510871635753 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 6 -6 8 -8 10 -7
right_child=4 -3 3 -5 5 9 7 -9 -10 -11 -12
leaf_value=-1.7983793601114407e-05 0.0014971640489730065 0.0041909655531002675 -0.0044998107358146062 -0.00057763579335776778 0.0020482048435322355 -0.0047203998305377004 -0.0075981520045994115 0.0018815644505201766 -0.00063462172207420808 -4.5821982731808494e-05 -0.00096669978798160651
leaf_weight=2700.35659968853 462.3243203163147 52.169200897216797 133.94362390041351 416.54233610630035 552.31584429740906 99.981460213661194 46.404010653495789 148.63003945350647 119.75399053096771 4493.0178352594376 334.56057095527649
leaf_count=1127 175 22 75 237 221 61 31 63 60 2555 153
internal_value=0 -0.00020383 -0.000274358 -0.00153197 0.0001076 -3.2653e-06 0.00113289 -0.0004731 -0.00257937 -0.000203194 -0.00183037
internal_weight=0 3303.01 3250.84 550.486 6256.99 5794.66 867.104 314.788 166.158 4927.56 434.542
internal_count=4780 1461 1439 312 3319 3144 375 154 91 2769 214
is_linear=0
shrinkage=0.06


Tree=399
num_leaves=12
num_cat=0
split_feature=130 99 33 34 24 37 68 148 24 93 106
split_gain=0.0603163 0.0844671 0.065111 0.258436 0.305655 0.299734 0.482977 0.392869 0.378074 0.306365 0.269323
threshold=0.002945306478068233 0.017188700847327713 0.00093549740267917525 0.0068083447404205808 0.014293605927377941 0.00044738779251929378 0.0020292587578296666 0.0028552538715302949 0.00047558375808876013 0.0020292587578296666 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 10 5 6 -5 -8 -7 -9 -1
right_child=1 -3 -4 4 -6 8 7 9 -10 -11 -12
leaf_value=0.00024270258214297469 -0.00029753424771130298 0.0035635139112327663 -0.00013181501440849994 0.0024348371899932035 0.0056701831764230017 0.0061202696486599402 0.0028749694786433873 -0.0021381247736276276 0.001100166591745079 -0.0083431148783919412 -0.001214319083876416
leaf_weight=2119.886928319931 40.978358149528503 40.613771557807922 6070.2852206230164 132.87491297721863 51.465076565742493 68.967989444732666 43.065682291984558 123.45690548419952 248.97608625888824 37.30049204826355 582.12840855121613
leaf_count=1092 30 16 2992 57 18 22 18 87 138 27 283
internal_value=0 0.00162436 -1.39829e-05 0.000195891 0.00121796 0.000867941 -0.00037965 -0.00221445 0.00218912 -0.00357787 -7.12015e-05
internal_weight=0 81.5921 9478.41 3408.12 706.107 654.642 336.698 203.823 317.944 160.757 2702.02
internal_count=4780 46 4734 1742 367 349 189 132 160 114 1375
is_linear=0
shrinkage=0.06


Tree=400
num_leaves=12
num_cat=0
split_feature=84 141 133 128 143 44 46 113 19 93 140
split_gain=0.0588614 0.15999 0.237626 0.330416 0.364231 0.305813 0.475941 0.248681 0.245596 0.369267 0.242226
threshold=0.0012357163941487672 0.0011980500421486797 0.0079489401541650313 0.00039601318712811922 0.002945306478068233 0.0051502294372767219 0.0016846025246195497 0.0016846025246195497 0.0019672545604407792 0.0038949446752667431 0.031632266007363803
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 8 -6 -7 -10 -8
right_child=-2 -3 3 -5 7 6 10 -9 9 -11 -12
leaf_value=-0.00038184711886463454 0.00027837771416956399 0.00011087050685317827 -0.001186081270484082 -0.0010836552125368178 0.0011865488841971456 -0.0016656311838783306 1.7544983778972578e-05 0.0055391206729155746 -0.0030363569953323725 -0.010433207327415216 -0.0051604598163855694
leaf_weight=1461.5669937133789 2126.2490961551666 5062.6431529521942 85.609533548355103 212.74430513381958 87.879150986671448 53.916987299919128 232.15224885940552 102.22602880001068 48.855921387672424 48.334090352058411 37.822323083877563
leaf_count=740 1152 2427 39 129 34 20 114 32 33 36 24
internal_value=0 -7.96234e-05 -0.000486354 0.00069286 0.00206364 -0.000792305 -0.002217 0.00352707 -0.00491327 -0.00671492 -0.000707872
internal_weight=0 7433.75 2371.11 488.459 275.715 1882.65 421.082 190.105 151.107 97.19 269.975
internal_count=4780 3628 1201 234 105 967 227 66 89 69 138
is_linear=0
shrinkage=0.06


Tree=401
num_leaves=12
num_cat=0
split_feature=71 73 46 93 3 15 19 135 142 102 99
split_gain=0.0607814 0.231652 0.326437 0.475546 0.423874 0.336394 0.30072 0.252144 0.372962 0.417933 0.689449
threshold=0.045367386192083366 0.0023699469165876512 0.0016846025246195497 0.0070226341485977182 0.0018488886416889729 0.0051502294372767219 0.004017772153019906 0.0010918468469753864 0.00052132029668428015 0.0014427106943912806 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 4 6 -5 -4 -2 -9 -10 -11
right_child=1 2 3 5 -6 -7 -8 8 9 10 -12
leaf_value=-8.2391971465855843e-05 0.0012854088786187555 0.0027241804357861863 -0.0081274381692664384 -0.0025360268357898096 0.00098505304669920207 0.0030069747244587438 -0.002918557714654053 -0.0048242738872018636 0.00097250921314300778 0.0014754440284700234 -0.0060347171881314689
leaf_weight=7373.1932871341705 910.2767139673233 75.097766280174255 64.271510124206543 64.428754568099976 59.707226395606995 101.52190446853638 105.22481942176819 57.594853401184082 572.56010794639587 85.949071288108826 90.173817276954651
leaf_count=3952 328 27 49 32 35 28 55 23 169 29 53
internal_value=0 0.000277799 -0.000902053 -0.00159121 -0.00336231 0.000854957 -0.00489372 0.00060102 -0.000171645 0.000186273 -0.00236971
internal_weight=0 2186.81 470.252 395.154 229.204 165.951 169.496 1716.55 806.278 748.683 176.123
internal_count=4780 828 226 199 139 60 104 602 274 251 82
is_linear=0
shrinkage=0.06


Tree=402
num_leaves=12
num_cat=0
split_feature=149 50 3 37 114 17 142 112 148 118 4
split_gain=0.0623157 0.256494 0.328069 0.352258 0.543079 0.367015 0.312061 0.290716 0.270517 0.326793 0.22271
threshold=0.00042089859198313212 0.00066645268816500913 0.00044738779251929378 0.00017767510871635753 0.00096484774257987748 0.00017767510871635753 0.0020932231564074759 0.0048403022810816774 0.0020292587578296666 0.00017767510871635753 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 10 -3 8 9 -4 -5
right_child=-2 2 7 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0012039819222716358 8.595437894692821e-05 0.0028953115725048723 0.0060696709499526262 -0.0054362548654596421 -0.0053681914933495917 -0.00034402290579919485 -0.00063813312762037654 0.006253852972009478 4.8251613598003024e-05 0.0010141022170203475 0.00012206598487970006
leaf_weight=727.02353286743164 7270.8308678865433 194.12258362770081 65.994247674942017 125.20469188690186 50.786001086235046 184.54733169078827 167.72349429130554 36.231781125068665 552.6484307050705 152.15066111087799 32.736208319664001
leaf_count=456 3454 59 23 85 38 106 82 9 372 83 13
internal_value=0 -0.000273007 0.000160269 -0.000738625 0.000442007 -0.00216106 0.00125748 0.00100135 0.000754451 0.00254354 -0.00428419
internal_weight=0 2289.17 1562.15 755.12 412.632 342.488 361.846 807.025 770.793 218.145 157.941
internal_count=4780 1326 870 383 179 204 141 487 478 106 98
is_linear=0
shrinkage=0.06


Tree=403
num_leaves=12
num_cat=0
split_feature=103 54 15 71 98 54 68 115 52 71 51
split_gain=0.0578834 0.45013 0.206264 0.0874748 0.230981 0.233274 0.212056 0.264798 0.220845 0.253726 0.226116
threshold=0.016164712607860569 0.0035485138650983576 0.0032328735105693345 0.045367386192083366 0.00043393640953581786 0.055838862434029586 0.00064626874518580746 0.0020292587578296666 0.00062670491752214741 0.10522961243987085 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 6 7 -6 9 -8 -10
right_child=1 -3 -4 4 5 -7 8 -9 10 -11 -12
leaf_value=-0.00012731039448605466 0.00048911006008155514 -0.002975110262325528 0.0040318015826984839 0.0040437804453706174 -0.00040415554110188667 -0.0034545012888631587 -0.00034585460276899394 -0.00541811792889264 -0.00017705227921577718 0.0041900997614398037 0.0014167562744693512
leaf_weight=7151.238316655159 128.12833595275879 84.383578181266785 109.92129874229431 58.116684436798096 276.23654437065125 60.750888466835022 70.376238107681274 43.952099919319153 980.65295207500458 120.25077271461487 475.99212265014648
leaf_count=3884 36 38 28 20 102 29 30 29 358 33 193
internal_value=0 0.000790239 0.00212498 -2.75829e-05 0.00031425 0.000207383 0.000320454 -0.00109242 0.000595081 0.0025155 0.000343761
internal_weight=0 322.433 238.05 9237.57 2086.33 2028.21 1967.46 320.189 1647.27 190.627 1456.65
internal_count=4780 102 64 4678 794 774 745 131 614 63 551
is_linear=0
shrinkage=0.06


Tree=404
num_leaves=12
num_cat=0
split_feature=98 143 51 127 30 12 10 83 40 103 44
split_gain=0.0597913 0.221609 0.542217 0.405789 0.381319 0.398414 0.444138 0.353533 0.200181 0.196524 0.461011
threshold=0.0062037324532866487 0.010180860292166473 0.0034400182776153092 0.00039601318712811922 0.0026833302108570938 0.00017767510871635753 0.0058306583669036635 0.030689206905663017 0.0020932231564074759 0.00096484774257987748 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 4 7 5 6 8 -4 -3 -2 -11
right_child=1 2 3 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=0.00011647853031894331 0.00035890397911180079 0.0023256153357792391 -0.0062161151639464384 0.0026448654278438326 0.0032768404157113144 -0.0052032000827816512 -0.0058766789114635311 0.0010216471052658486 -0.0021221395791619847 -0.0035800557033062994 -5.2044451936383619e-05
leaf_weight=5965.4110851287842 2034.9133238792419 84.723115921020508 43.430268883705139 175.23647093772888 37.118198752403259 174.24290657043457 55.507529258728027 55.142942667007446 63.906923532485962 164.38516592979431 705.98190081119537
leaf_count=3273 824 28 32 71 20 125 35 21 35 69 247
internal_value=0 -0.000193302 -0.00116048 0.00091248 -0.00252655 -0.00309584 -0.0012971 -0.00216723 0.0004132 3.61714e-05 -0.000718376
internal_weight=0 3594.59 689.308 273.81 415.499 378.38 204.138 98.5732 148.63 2905.28 870.367
internal_count=4780 1507 367 124 243 223 98 53 63 1140 316
is_linear=0
shrinkage=0.06


Tree=405
num_leaves=12
num_cat=0
split_feature=52 94 32 112 133 93 140 116 29 8 79
split_gain=0.0590839 0.239429 0.244674 0.148887 0.182264 0.157581 0.147123 0.172144 0.099991 0.255275 0.38231
threshold=0.028884131461381916 0.00043393640953581786 0.00017767510871635753 0.00017767510871635753 0.0033348383149132137 0.0084566329605877417 0.02636832278221846 0.00057154725072905432 0.074787221848964705 0.0035485138650983576 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 6 4 -4 -5 -3 -8 -1 10 -10
right_child=1 2 3 5 -6 -7 7 -9 9 -11 -12
leaf_value=-3.6954083525018883e-07 -0.004717766482606453 -0.00094725096958040865 0.0031620651359318295 -0.0057383780215927854 -0.0017378570970123582 -0.001125279546783924 0.0054608903945392992 0.00078561391710306613 0.0018286307829561612 0.0037597224075323105 -0.0043536860005869045
leaf_weight=8853.3959050178528 47.108134984970093 59.524933099746704 41.83972692489624 46.586303949356079 78.800681233406067 62.316381573677063 48.309041500091553 68.628451704978943 109.05992996692657 90.670599460601807 53.759742856025696
leaf_count=4440 35 28 17 38 54 20 12 32 41 26 37
internal_value=0 -0.000668711 -0.000198906 -0.00149034 -3.84977e-05 -0.00309867 0.001481 0.00271706 3.32717e-05 0.00120823 -0.000212644
internal_weight=0 453.114 406.006 229.543 120.64 108.903 176.462 116.937 9106.89 253.49 162.82
internal_count=4780 236 201 129 71 58 72 44 4544 104 78
is_linear=0
shrinkage=0.06


Tree=406
num_leaves=12
num_cat=0
split_feature=37 113 3 53 92 116 18 60 19 82 71
split_gain=0.058028 0.317761 0.565299 0.295314 0.409292 0.280716 0.2868 0.247863 0.234954 0.284197 0.420615
threshold=0.0011261500185355546 0.00093549740267917525 0.00017767510871635753 0.030689206905663017 0.0014427106943912806 0.00046126570669002836 0.0045489775948226461 0.0045489775948226461 0.02129978779703379 0.0012357163941487672 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -3 8 -2 9 10 -7
right_child=1 5 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00010227915406692186 -0.0086706326130270035 -0.0035719181654245168 0.000477923956950767 0.0017449292862397657 -0.0017702457945318118 -0.0016421709630521559 -0.0010869843597646222 -0.0022369033652196793 0.0028986617653360995 0.00023116930994226362 0.0029291832282384534
leaf_weight=6464.9997024536133 60.071812987327576 54.803404927253723 669.06409287452698 55.84706699848175 275.06068670749664 90.173817276954651 256.5391606092453 33.622625946998596 219.18857085704803 1011.7666182518005 368.86227238178253
leaf_count=3105 49 31 419 25 149 53 175 24 100 493 157
internal_value=0 0.000213646 -0.000608765 -0.00232111 -0.0029369 0.000663068 0.000782301 -0.00636186 0.00106606 0.000792951 0.00203118
internal_weight=0 3095 1093.67 424.602 368.755 2001.33 1946.53 93.6944 1689.99 1470.8 459.036
internal_count=4780 1675 666 247 222 1009 978 73 803 703 210
is_linear=0
shrinkage=0.06


Tree=407
num_leaves=12
num_cat=0
split_feature=117 100 52 30 39 102 10 112 94 21 141
split_gain=0.060473 0.256278 0.328133 0.311862 0.309459 0.38416 0.296784 0.368559 0.358037 0.264001 0.266734
threshold=0.010829726699739696 0.00057154725072905432 0.010500331409275534 0.00017767510871635753 0.00052132029668428015 0.00062670491752214741 0.0066005610860884198 0.0028552538715302949 0.00066645268816500913 0.0079489401541650313 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 -5 -6 7 8 -2 -7 -11
right_child=1 2 -4 4 5 9 -8 -9 -10 10 -12
leaf_value=0.00011064012699229691 -0.0062247002097575825 0.00032105693589959248 0.0012963462527713022 0.00099072889283534165 -0.004619472153330524 -0.0015170576199575721 -0.0060399455281303907 0.0019812709090686791 -0.001051221666693306 -0.0013304823930526967 0.0047888829743069393
leaf_weight=6217.6823533773422 60.411350727081299 1266.5398949384689 567.02730870246887 209.1986346244812 127.65660262107849 615.66893661022186 47.108134984970093 108.69534337520599 237.42065691947937 50.603707790374756 51.986907601356506
leaf_count=3215 39 485 233 85 87 396 35 27 132 31 15
internal_value=0 -0.000205823 2.3799e-06 -0.000313651 -0.00107554 -0.00158654 -0.00153163 -0.0010092 -0.00210059 -0.0010475 0.00177045
internal_weight=0 3342.32 2888.68 2321.65 1055.11 845.916 453.635 406.527 297.832 718.26 102.591
internal_count=4780 1565 1332 1099 614 529 233 198 171 442 46
is_linear=0
shrinkage=0.06


Tree=408
num_leaves=12
num_cat=0
split_feature=112 71 81 100 43 43 48 15 7 73 29
split_gain=0.0553895 0.205014 0.245305 0.166237 0.0845024 0.251082 0.289084 0.263541 0.266167 0.224741 0.22052
threshold=0.034632634371519096 0.0092791137285530585 0.0021592099219560628 0.00244467705488205 0.00085274505545385193 0.0012745757703669371 0.00077738583786413084 0.034632634371519096 0.00073092587990686308 0.00017767510871635753 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 6 7 8 9 10 -6
right_child=1 3 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.00014798354321867501 0.0010042908382091726 7.7614946282790454e-05 -0.0032131979780514693 0.0027355929143854396 -0.004953943027136077 -6.2725269285280943e-05 0.0031110648499091294 0.0020678305154331498 -0.0011843881950166064 -0.0068819869084398855 0.0010019057737010453
leaf_weight=4518.0587736368179 107.99121904373169 159.79583334922791 91.896554827690125 180.27248799800873 51.829663157463074 4012.0425497293472 44.473930954933167 51.647369861602783 231.49822223186493 71.105411291122437 39.387816190719604
leaf_count=2572 23 31 27 34 32 1779 26 25 158 58 15
internal_value=0 0.000590284 -0.000934661 0.00148663 -3.53355e-05 -0.000219309 -0.00150154 -0.00196205 -0.00249054 -0.00435333 -0.0023822
internal_weight=0 539.956 199.888 340.068 9020.04 4501.98 489.942 445.468 393.821 162.323 91.2175
internal_count=4780 115 50 65 4665 2093 314 288 263 105 47
is_linear=0
shrinkage=0.06


Tree=409
num_leaves=12
num_cat=0
split_feature=44 121 149 69 69 134 116 33 62 93 1
split_gain=0.0605375 0.139865 0.386259 0.198206 0.196506 0.186252 0.131397 0.117635 0.109557 0.104645 0.238606
threshold=0.04673989117145539 0.0025217677466571335 0.0019071503775194289 0.0012745757703669371 0.0054799309000372895 0.00038414125447161501 0.0010585968848317864 0.0070226341485977182 0.017724351026117805 0.021960759535431865 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 -3 -5 -2 -6 -4 9 -1 -11
right_child=1 3 7 4 6 -7 -8 -9 -10 10 -12
leaf_value=-0.00010716253397562355 -0.0032340218117844887 0.0019245515234617304 0.005434037126570368 -0.0043587355821864673 0.0020773760377774289 0.0020295438185795552 -0.001875434871187637 0.0018786187839873012 -0.0021504023592328649 0.001293059233451725 -0.00023104716438027584
leaf_weight=7462.4236377477646 59.889519691467285 95.574420928955078 73.167686581611633 57.255315661430359 54.960649371147156 40.613771557807922 67.402496337890625 61.794550538063049 87.357319951057434 662.31924092769623 837.24122297763824
leaf_count=4107 42 30 22 33 14 16 31 23 37 160 265
internal_value=0 0.000635591 0.00170907 -0.000282921 -0.00145751 -0.00110699 -9.99897e-05 0.00380613 -3.58667e-05 -1.52552e-05 0.000442113
internal_weight=0 510.658 235.466 275.193 179.618 100.503 122.363 134.962 9049.34 8961.98 1499.56
internal_count=4780 211 103 108 78 58 45 45 4569 4532 425
is_linear=0
shrinkage=0.06


Tree=410
num_leaves=12
num_cat=0
split_feature=129 92 125 72 147 97 10 49 105 70 69
split_gain=0.0570472 0.197627 0.211632 0.334802 0.25989 0.397501 0.238329 0.231998 0.192588 0.178761 0.173752
threshold=0.0044099434744566688 0.055838862434029586 0.0031340263085439806 0.0042751494329422721 0.0027679565828293566 0.000490355829242617 0.012252715881913902 0.00037263428384903824 0.0032328735105693345 0.0068083447404205808 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 9 -7 -4 -9
right_child=1 -3 7 -5 5 8 -8 10 -10 -11 -12
leaf_value=-7.0968748519943607e-05 -0.0023288117612944559 -0.0020434173601526261 -0.0019973070068954979 0.00018228673540619577 0.0060654521060822877 0.00018403487763897622 0.0036227706335716045 0.00028472419591325218 0.0051065000706728078 0.0012716855053047113 0.0042894340305016446
leaf_weight=7744.3209820985794 64.793341159820557 120.66545701026917 301.03814041614532 627.77124583721161 116.9374932050705 114.35338687896729 38.6836918592453 272.47658038139343 38.161860823631287 75.280059576034546 45.517593026161194
leaf_count=3597 46 95 225 423 44 83 11 188 14 34 20
internal_value=0 0.000302699 0.000469716 0.00102816 0.00245206 0.00343362 -0.000103882 -0.000335163 0.00141572 -0.00134337 0.000857957
internal_weight=0 1815.68 1695.01 1000.7 372.93 269.453 103.477 694.312 152.515 376.318 317.994
internal_count=4780 1183 1088 621 198 141 57 467 97 259 208
is_linear=0
shrinkage=0.06


Tree=411
num_leaves=12
num_cat=0
split_feature=12 28 132 115 30 17 19 40 132 102 8
split_gain=0.0596181 0.180415 0.290116 0.0852501 0.190827 0.0918726 0.241503 0.326351 0.435726 0.294896 0.341157
threshold=0.024810968898236755 0.0013986918493174019 0.0013560238294303419 0.031632266007363803 0.0044099434744566688 0.0012357163941487672 0.00096484774257987748 0.0014427106943912806 0.00080172589514404546 0.0016846025246195497 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1 7 -7 -9 10 -8
right_child=1 2 -4 4 -6 6 9 8 -10 -11 -12
leaf_value=0.0001524442304627994 -0.00094996661492392038 0.0059693542628749211 0.00073698650530402683 -0.0030309148083452033 -8.7638510261805333e-05 -0.003538796254720907 0.0014380879535871257 -0.0022319283474037995 0.0024385049972338074 -0.00074364510952002459 -0.00037895688761258077
leaf_weight=5607.2957274913788 152.54029655456543 46.039424061775208 222.57699692249298 108.927734375 291.5700352191925 177.19159948825836 743.85432159900665 172.28777801990509 123.43185663223267 1170.1973493099213 744.08671259880066
leaf_count=2515 121 17 161 82 207 100 319 96 63 725 374
internal_value=0 0.000697967 0.00163379 -3.21653e-05 -0.000888153 7.06653e-06 -0.000253286 -0.00150259 -0.000282513 -3.10219e-05 0.000529424
internal_weight=0 421.157 268.616 9138.84 400.498 8738.35 3131.05 472.911 295.72 2658.14 1487.94
internal_count=4780 299 178 4481 289 4192 1677 259 159 1418 693
is_linear=0
shrinkage=0.06


Tree=412
num_leaves=12
num_cat=0
split_feature=37 23 146 137 50 7 82 95 116 113 22
split_gain=0.0569665 0.237806 0.323407 0.257836 0.324468 0.222985 0.390685 0.305083 0.352843 0.30232 0.284807
threshold=0.0011261500185355546 0.036783467978239066 0.0063990866765379914 0.00017767510871635753 0.012636432424187662 0.00017767510871635753 0.00096484774257987748 0.0027679565828293566 0.0010585968848317864 0.0010585968848317864 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 -2 -7 9 -9 -8
right_child=1 2 -4 -5 -6 7 10 8 -10 -11 -12
leaf_value=-0.00010133933120010001 -0.0029738292533966031 0.0013934692412169098 -0.0018196957885766862 -0.00065222988631322273 0.0064966003176817489 0.00095564064626942849 0.00063587183510246362 -0.00012400300356200608 -0.0010062282093498498 0.0063589337429066249 -0.0033850948856364422
leaf_weight=6464.9997024536133 220.43957507610321 88.765568614006042 68.810745000839233 57.255315661430359 90.670599460601807 1231.7344599962234 435.03881335258484 59.185395359992981 722.82383573055267 46.039424061775208 74.236397504806519
leaf_count=3105 125 45 39 33 26 669 187 38 456 17 40
internal_value=0 0.000211683 0.00180092 0.0028535 0.00397212 3.7632e-05 -0.00086365 0.000356927 -0.000533668 0.0027125 4.97406e-05
internal_weight=0 3095 305.502 236.691 179.436 2789.5 729.715 2059.78 828.049 105.225 509.275
internal_count=4780 1675 143 104 71 1532 352 1180 511 55 227
is_linear=0
shrinkage=0.06


Tree=413
num_leaves=12
num_cat=0
split_feature=43 29 70 17 100 102 20 125 32 32 45
split_gain=0.05734 0.189716 0.290709 0.654969 0.305046 0.354615 0.318566 0.3556 0.320327 0.464796 0.26963
threshold=0.00085274505545385193 0.010180860292166473 0.0068083447404205808 0.00040826165059115743 0.00070876078098081063 0.00017767510871635753 0.00038414125447161501 0.0066005610860884198 0.00043393640953581786 0.00055427959887310873 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 10 -6 7 -7 -8 -10 -3
right_child=-2 2 3 -5 5 6 8 -9 9 -11 -12
leaf_value=-9.9205981504825016e-05 -0.00014660745214473519 0.0018000765270807949 0.0069774540169793868 -0.0012963556803538556 -0.0018815772848378299 0.0040938827900236976 -0.0031160494694579093 -0.00071949935499084408 0.0061940206294752347 4.8649574509933111e-05 -0.0014586910084587517
leaf_weight=3348.4834507703781 4790.9527947902679 119.38940393924713 78.071508049964905 61.637306094169617 114.66787576675415 257.14308953285217 72.149073362350464 70.376238107681274 56.890729069709778 200.30245816707611 389.93590462207794
leaf_count=1940 2154 46 26 40 49 83 52 30 19 112 229
internal_value=0 0.000147281 0.000728288 0.00332718 0.000444814 0.00119714 0.00173459 0.0030596 0.000416912 0.001408 -0.000694813
internal_weight=0 4769.05 1420.56 139.709 1280.85 771.529 656.862 327.519 329.342 257.193 509.325
internal_count=4780 2626 686 66 620 345 296 113 183 131 275
is_linear=0
shrinkage=0.06


Tree=414
num_leaves=12
num_cat=0
split_feature=117 44 35 110 8 92 69 80 4 141 44
split_gain=0.0579113 0.21236 0.309983 0.355341 0.361101 0.332206 0.289821 0.419493 0.380841 0.297313 0.280315
threshold=0.010829726699739696 0.0010918468469753864 0.0014427106943912806 0.024066280573606495 0.00068727668258361529 0.017188700847327713 0.0026012937305495147 0.00090704852482303988 0.0032328735105693345 0.0038949446752667431 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 -4 -6 7 9 -8 -3 -9
right_child=1 2 3 -5 5 -7 8 10 -10 -11 -12
leaf_value=0.00010827137061214845 -0.0012031078269762732 0.00036779708204022336 -0.0067241985856541283 0.0022123116418986638 -0.000318392502851511 -0.0030685716423255885 0.00066531197876890688 0.0022345421113321778 0.0040160399308640862 0.0049880258958055349 -0.0016010524163133373
leaf_weight=6217.6823533773422 620.4725626707077 128.83246028423309 37.30049204826355 146.51766645908356 1050.5004078149796 186.13787364959717 390.56488239765167 81.227543115615845 177.66333281993866 82.088911890983582 441.011345744133
leaf_count=3215 304 40 27 51 552 121 161 32 49 19 209
internal_value=0 -0.000201416 2.69297e-05 -0.000585954 -0.000907787 -0.000732347 0.000695888 -9.2381e-05 0.00171296 0.00216595 -0.00100448
internal_weight=0 3342.32 2721.84 1420.46 1273.94 1236.64 1301.39 733.16 568.228 210.921 522.239
internal_count=4780 1565 1261 751 700 673 510 300 210 59 241
is_linear=0
shrinkage=0.06


Tree=415
num_leaves=12
num_cat=0
split_feature=90 44 63 89 73 90 120 88 2 121 115
split_gain=0.0562125 0.189797 0.229719 0.149117 0.19068 0.126615 0.224273 0.0909194 0.0867174 0.312845 0.124964
threshold=0.0016331639490090313 0.00044738779251929378 0.0030382014811038975 0.00043393640953581786 0.00050559637020342063 0.0012745757703669371 0.00068727668258361529 0.0020292587578296666 0.010180860292166473 0.012636432424187662 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 8 -7 -4 -1 10 -10
right_child=1 2 7 -5 -6 6 -8 -9 9 -11 -12
leaf_value=2.19207231375063e-05 -0.0027659345665788709 0.00061662838024150617 -0.0045115213045233927 -0.00014201877800859222 0.0047308680635153545 0.00095150637566845681 -0.0046228079234888197 0.00019044875973525452 -0.0048221427757176808 0.0019917438262458853 -0.00080255260175279191
leaf_weight=8923.9043387174606 47.812259316444397 67.220203042030334 28.196973443031311 73.192735433578491 102.22602880001068 47.447672724723816 57.437608957290649 31.17071521282196 68.47120726108551 65.994247674942017 46.925841689109802
leaf_count=4429 39 24 23 46 32 25 40 22 49 23 28
internal_value=0 0.000746537 0.00130261 0.00212115 0.00309873 -2.83548e-05 -0.00210112 -0.00204277 -4.47831e-06 -0.00130323 -0.00318759
internal_weight=0 349.819 302.007 242.639 169.446 9210.18 104.885 59.3677 9105.3 181.391 115.397
internal_count=4780 186 147 102 56 4594 65 45 4529 100 77
is_linear=0
shrinkage=0.06


Tree=416
num_leaves=12
num_cat=0
split_feature=14 77 42 27 125 105 72 42 110 12 132
split_gain=0.058906 0.196209 0.190498 0.156246 0.138248 0.225898 0.243318 0.238074 0.371408 0.207603 0.351334
threshold=0.0034400182776153092 0.0011261500185355546 0.032603342086076743 0.021960759535431865 0.00052132029668428015 0.00062670491752214741 0.00017767510871635753 0.0011261500185355546 0.00039601318712811922 0.024810968898236755 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 -3 6 -6 -8 -9 -7 -11
right_child=1 2 -4 -5 5 9 7 8 -10 10 -12
leaf_value=-0.00010569305198649675 -0.0022107181477787198 -0.0013975063637428938 0.0041474790711491932 0.0028343255215940127 0.0042770029639278206 -0.00017199507639222144 -0.00086929905856558405 -0.0005283951689816521 0.0047998603339372697 0.0054438983961264432 -0.00034348702405711249
leaf_weight=7365.4367733001709 108.2236100435257 155.30669617652893 47.96950376033783 65.654709935188293 98.548162698745728 1223.1778212785721 152.69754099845886 88.243737578392029 101.00007343292236 66.698372006416321 87.042831063270569
leaf_count=3562 78 89 22 33 29 686 104 48 31 27 71
internal_value=0 0.000278259 0.000411564 -7.97176e-05 0.000320719 0.00046755 0.00165023 0.000893191 0.00231531 8.91995e-05 0.00216729
internal_weight=0 2128.91 2020.68 7431.09 1972.72 1817.41 440.49 341.941 189.244 1376.92 153.741
internal_count=4780 1185 1107 3595 1085 996 212 183 79 784 98
is_linear=0
shrinkage=0.06


Tree=417
num_leaves=12
num_cat=0
split_feature=62 19 80 1 10 51 144 116 9 145 40
split_gain=0.0604351 0.193405 0.308256 0.417864 0.285868 0.310305 0.278966 0.255639 0.239303 0.272506 0.261171
threshold=0.0005375427135732026 0.00060774214216507982 0.00062670491752214741 0.00082683752407319855 0.0035485138650983576 0.0092791137285530585 0.00017767510871635753 0.0014427106943912806 0.0005375427135732026 0.00066645268816500913 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 -5 9 -6 -10
right_child=1 2 4 7 8 -7 -8 -9 10 -11 -12
leaf_value=0.00010527403530021101 -0.0015511502937079554 -0.00039976596346488004 0.00030815467631965972 0.0064460800786279833 0.0036283765720237005 -0.0048651854548279871 -0.0020871179839960425 0.0019093995553034358 0.00013843886643314881 -0.0010392709879808468 0.0023815442445385042
leaf_weight=6429.1506054401398 347.34195566177368 211.31100761890411 359.55141162872314 67.037909746170044 48.491334795951843 77.235188126564026 341.10503208637238 134.28316164016724 652.14006006717682 630.43745005130768 261.91471540927887
leaf_count=3295 160 97 122 17 19 63 220 65 299 295 128
internal_value=0 -0.000216179 -4.95932e-05 0.00146391 -0.000313007 -0.00125582 -0.000857951 0.00342007 0.000147392 -0.000705892 0.000781182
internal_weight=0 3130.85 2783.51 412.632 2370.88 777.892 700.656 201.321 1592.98 678.929 914.055
internal_count=4780 1485 1325 179 1146 405 342 82 741 314 427
is_linear=0
shrinkage=0.06


Tree=418
num_leaves=12
num_cat=0
split_feature=136 146 54 72 92 110 97 52 109 116 107
split_gain=0.0572537 0.0701406 0.194429 0.439485 0.292547 0.333769 0.350653 0.216983 0.197637 0.188937 0.221707
threshold=0.013032016810029747 0.0028552538715302949 0.024810968898236755 0.00017767510871635753 0.017188700847327713 0.0012745757703669371 0.0022975050378590827 0.028884131461381916 0.0066005610860884198 0.00017767510871635753 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 7 -4 5 6 -5 -3 -7 10 -1
right_child=-2 2 3 4 -6 8 -8 -9 -10 -11 -12
leaf_value=-0.00082909931245060589 0.0015033947430688911 9.0713242571736579e-05 0.0067055110488126847 -0.0045394035426245009 0.0040552345515009842 0.0045219244705251103 0.002016110442068033 -0.0021340509378842665 -0.00041219577715061455 -0.00047529262452644021 0.0011510796339632484
leaf_weight=299.91933178901672 90.331061720848083 5300.7359340190887 49.534996867179871 89.312448501586914 70.193944811820984 57.412560105323792 43.769806623458862 162.66242837905884 59.524933099746704 2703.1090966463089 633.49328970909119
leaf_count=159 36 2700 13 66 23 16 22 95 28 1417 205
internal_value=0 -1.43409e-05 0.000114591 0.00144614 0.000632552 -0.000328379 -0.00238334 2.44751e-05 0.0020103 -0.000221153 0.000514819
internal_weight=0 9469.67 5833.15 369.749 320.214 250.02 133.082 5463.4 116.937 3636.52 933.413
internal_count=4780 4744 2963 168 155 132 88 2795 44 1781 364
is_linear=0
shrinkage=0.06


Tree=419
num_leaves=12
num_cat=0
split_feature=99 0 12 0 61 86 21 52 143 146 97
split_gain=0.0637117 0.190061 0.433369 0.263341 0.443736 0.397164 0.290261 0.43383 0.257765 0.271178 0.271693
threshold=0.0046923852059990176 0.0020932231564074759 0.00040826165059115743 0.024810968898236755 0.00043393640953581786 0.00073092587990686308 0.000490355829242617 0.0022975050378590827 0.00085274505545385193 0.00077738583786413084 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 -3 6 -6 -8 -2 -10 -11
right_child=1 2 -4 -5 5 -7 7 -9 9 10 -12
leaf_value=-9.7486718889221638e-05 0.0031051918693963702 0.0021957155131222422 0.00032130449216838001 0.002429504612268579 -0.0017789255694550328 0.0020753651821067125 -0.011775434503226613 -0.0042506502345103555 -0.003254656907917949 0.0012577578678381141 -0.0020331029328765887
leaf_weight=6847.5478746891022 161.3863753080368 52.691031932830811 1410.1269659996033 40.091940522193909 67.584789633750916 33.962163686752319 40.45652711391449 86.678244471549988 64.428754568099976 650.15988266468048 104.88528168201447
leaf_count=3465 46 19 746 19 38 14 33 57 32 246 65
internal_value=0 0.000246104 -0.000131901 -0.00211992 -0.00276815 -0.00391188 -0.00495616 -0.00664517 0.000913426 0.000481782 0.000800616
internal_weight=0 2712.45 1731.59 321.465 281.373 228.682 194.72 127.135 980.86 819.474 755.045
internal_count=4780 1315 926 180 161 142 128 90 389 343 311
is_linear=0
shrinkage=0.06


Tree=420
num_leaves=12
num_cat=0
split_feature=37 150 114 103 131 69 144 39 132 76 77
split_gain=0.0549955 0.380441 0.340706 0.287598 0.375773 0.280731 0.206374 0.202945 0.277897 0.202813 0.208619
threshold=0.0011261500185355546 0.0068083447404205808 0.0054799309000372895 0.00055427959887310873 0.011880517937242987 0.0005375427135732026 0.0011261500185355546 0.00077738583786413084 0.00043393640953581786 0.00070876078098081063 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 -3 9 -4 -9 10 -5
right_child=1 3 7 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-9.9570806503427488e-05 -0.00053542657231069079 -0.0043445202291082542 0.0031718225807896724 0.0035568007214713975 -0.0012959751527954278 0.0008299558569662877 0.00053396763250620994 0.005398502135195357 -2.1758044629548301e-05 0.0020526356609720038 0.0080845429586874039
leaf_weight=6464.9997024536133 1860.3169769048691 43.430268883705139 137.43919670581818 76.845552682876587 72.306317806243896 288.33885359764099 64.950585603713989 37.640029788017273 357.24979400634766 86.470902323722839 70.011651515960693
leaf_count=3105 1031 32 71 25 35 129 29 17 264 26 16
internal_value=0 0.000207989 -0.000152427 0.00143578 0.00258457 0.000152591 0.00352526 0.00118603 0.000494889 0.00435794 0.00571532
internal_weight=0 3095 2392.65 702.354 370.585 331.769 298.279 532.329 394.89 233.328 146.857
internal_count=4780 1675 1383 292 131 161 96 352 281 67 41
is_linear=0
shrinkage=0.06


Tree=421
num_leaves=12
num_cat=0
split_feature=43 149 34 69 57 58 19 124 29 149 11
split_gain=0.0596046 0.30659 0.361705 0.228157 0.245273 0.226956 0.429339 0.254419 0.212323 0.267627 0.268918
threshold=0.00085274505545385193 0.0030382014811038975 0.0053125319536775359 0.0054799309000372895 0.00017767510871635753 0.00077738583786413084 0.0016846025246195497 0.00040826165059115743 0.007706565549597145 0.0035485138650983576 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 -7 -8 -3 -10 -11
right_child=1 8 3 4 -6 6 7 -9 9 10 -12
leaf_value=0.00015016106194948699 0.00038938172576982082 0.00041436409674079606 -0.001016383565335186 0.0054545136618394593 -0.00026009970719647636 -0.0068378090542855867 0.0014769698355777757 -0.0034536494791354891 0.0022752544577276119 -0.00010994809402287815 -0.0017501207730961324
leaf_weight=4769.0470374822617 65.13287889957428 2377.1942136287689 249.34067285060883 48.491334795951843 61.115475058555603 92.990314602851868 57.594853401184082 108.927734375 119.91123497486115 1067.3311965465546 542.92288565635681
leaf_count=2626 36 997 152 19 43 69 23 82 43 415 275
internal_value=0 -0.000149474 -0.001326 -1.34427e-05 0.00226811 -0.00277724 -0.00357201 -0.00174831 4.63365e-05 -0.000459322 -0.000662959
internal_weight=0 4790.95 683.593 358.947 109.607 324.646 259.513 166.523 4107.36 1730.17 1610.25
internal_count=4780 2154 424 214 62 210 174 105 1730 733 690
is_linear=0
shrinkage=0.06


Tree=422
num_leaves=12
num_cat=0
split_feature=4 150 101 51 72 20 33 84 20 106 116
split_gain=0.0577626 0.256291 0.162576 0.226784 0.20126 0.0990996 0.0773235 0.176346 0.188978 0.351867 0.271805
threshold=0.010180860292166473 0.00043393640953581786 0.028020657598972324 0.00096484774257987748 0.0020932231564074759 0.0010263677686452868 0.0015349716995842757 0.0005893622583243997 0.0070226341485977182 0.0035485138650983576 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -5 -6 -1 8 -8 -10 -11
right_child=1 2 -4 4 5 -7 7 -9 9 10 -12
leaf_value=0.00016136488344685931 0.0051568594635629439 -0.0041536196700037451 0.0033817604957811064 0.0017494372695659331 -0.003507646209621052 0.00061454134351583895 -0.0006208090778832883 0.00025481136318950275 0.0036944632833125885 -0.0047214711250332247 0.00078248237173177994
leaf_weight=4167.1029522418976 41.83972692489624 47.629966020584106 48.491334795951843 146.51766645908356 53.237911820411682 34.666288018226624 2783.1677334308624 1966.8498495817184 108.01626789569855 44.473930954933167 118.00620412826538
leaf_count=2135 17 32 19 51 40 18 1335 998 47 26 62
internal_value=0 0.000732575 0.000172555 -0.000379183 0.000387709 -0.001882 -2.9692e-05 -0.000188272 -0.00047366 0.00104037 -0.000724055
internal_weight=0 372.383 330.543 282.052 234.422 87.9042 9187.62 5020.51 3053.66 270.496 162.48
internal_count=4780 177 160 141 109 58 4603 2468 1470 135 88
is_linear=0
shrinkage=0.06


Tree=423
num_leaves=12
num_cat=0
split_feature=40 8 145 12 96 114 113 20 131 141 15
split_gain=0.0513967 0.262433 0.215804 0.25206 0.260858 0.390534 0.298269 0.234518 0.331906 0.392069 0.225746
threshold=0.00060774214216507982 0.012252715881913902 0.0062037324532866487 0.0045489775948226461 0.0005375427135732026 0.0005893622583243997 0.0013146653072908523 0.00017767510871635753 0.0005893622583243997 0.0038949446752667431 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -4 9 -9 -5
right_child=-2 -3 7 10 -6 -7 -8 8 -10 -11 -12
leaf_value=8.1101992386613554e-05 -8.1802719748142244e-05 -0.0037592912071008088 0.00026623854977531378 0.00094310461983275907 0.0016418370353797832 0.0043315785078314357 -0.0038122510954663531 -0.0078707274468318433 -0.00028910208577508057 -0.00038276141676471119 -0.0033273714378001403
leaf_weight=353.60392808914185 7103.872741818428 57.777146697044373 551.45447552204132 82.29625403881073 883.80247807502747 63.542336940765381 88.583275318145752 57.437608957290649 175.62610638141632 44.81346869468689 97.190011739730835
leaf_count=124 3770 30 234 50 279 21 38 40 109 16 69
internal_value=0 0.000236599 0.000332861 0.000746646 0.00101997 -6.68046e-05 -0.000698853 -0.000449982 -0.00187134 -0.00458898 -0.00136932
internal_weight=0 2456.13 2398.35 1569.02 1389.53 505.73 442.187 829.332 277.877 102.251 179.486
internal_count=4780 1010 980 581 462 183 162 399 165 56 119
is_linear=0
shrinkage=0.06


Tree=424
num_leaves=12
num_cat=0
split_feature=117 12 140 125 13 93 36 5 61 46 71
split_gain=0.0545673 0.2804 0.33888 0.319824 0.270769 0.210297 0.201203 0.211381 0.413073 0.265174 0.26446
threshold=0.010829726699739696 0.0025217677466571335 0.00899649551138282 0.00042089859198313212 0.0005893622583243997 0.00057154725072905432 0.0041444667149335155 0.0084566329605877417 0.0016846025246195497 0.00064626874518580746 0.10522961243987085
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 6 -5 7 9 -9 -2 -10
right_child=1 2 3 5 -6 -7 -8 8 10 -11 -12
leaf_value=0.00010509887083807566 -0.0017149333521335698 -0.00028013738758948662 0.00075785855362059894 -4.4470479863245832e-06 0.0035882226281576516 -0.005249329238143122 0.0024531406502779655 0.00055155151664166647 -0.0054558967590231334 0.00031822295516580941 0.00023089415507532472
leaf_weight=6217.6823533773422 262.77608418464661 437.22633290290833 59.524933099746704 33.622625946998596 77.027845978736877 151.65387892723083 113.07733380794525 153.87339866161346 106.99765467643738 1905.9236191511154 40.613771557807922
leaf_count=3215 115 271 28 24 32 110 34 57 77 801 16
internal_value=0 -0.000195514 -0.00128089 -0.00306828 8.27471e-05 -0.00429753 -2.17794e-05 -0.000135073 -0.0016237 7.18703e-05 -0.00389123
internal_weight=0 3342.32 682.028 244.801 2660.29 185.277 2583.26 2470.18 301.485 2168.7 147.611
internal_count=4780 1565 433 162 1132 134 1100 1066 150 916 93
is_linear=0
shrinkage=0.06


Tree=425
num_leaves=12
num_cat=0
split_feature=44 8 66 3 149 29 104 93 58 10 100
split_gain=0.0530112 0.144577 0.15842 0.205178 0.541023 0.270525 0.23589 0.178819 0.255732 0.221336 0.345267
threshold=0.013439828064292671 0.000490355829242617 0.0013986918493174019 0.00050559637020342063 0.012636432424187662 0.011519505176693203 0.010829726699739696 0.021960759535431865 0.021960759535431865 0.0045489775948226461 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 -5 -6 8 9 -3 -11
right_child=1 2 -4 4 6 -7 -8 -9 -10 10 -12
leaf_value=-6.8293721944975256e-05 -0.0027424488850851013 0.00085620679724772962 -0.001371677604399306 -0.00074106202120341371 0.0057433264716985266 0.0031144945771230223 0.0012972173848718261 0.0012655044869093071 -0.003482394124587201 -0.0037457290505530198 0.00078116495754866622
leaf_weight=7749.4182430505753 54.803404927253723 391.63359332084656 166.86212551593781 279.10313940048218 119.02481734752655 85.609533548355103 67.220203042030334 315.93884944915771 87.721906542778015 119.59674608707428 123.06727004051208
leaf_count=3954 31 179 95 166 32 39 24 83 51 77 49
internal_value=0 0.000292302 0.000387026 0.000571719 0.00150755 0.000163958 0.00413862 7.49721e-05 -0.000445977 -2.60474e-05 -0.00144991
internal_weight=0 1810.58 1755.78 1588.92 550.958 364.713 186.245 1037.96 722.02 634.298 242.664
internal_count=4780 826 795 700 261 205 56 439 356 305 126
is_linear=0
shrinkage=0.06


Tree=426
num_leaves=12
num_cat=0
split_feature=98 109 98 49 122 13 91 83 150 148 113
split_gain=0.0570201 0.202007 0.34536 0.284207 0.231751 0.234315 0.330685 0.527116 0.312188 0.434018 0.2834
threshold=0.0062037324532866487 0.00017767510871635753 0.012636432424187662 0.00096484774257987748 0.00017767510871635753 0.00017767510871635753 0.0095705352723598498 0.0020292587578296666 0.0036604277556762104 0.0051502294372767219 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 7 -3 9 10 -9
right_child=1 2 3 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00011374722540176329 -0.0032750886532614378 0.0035485150228806691 0.00041363994595790168 -0.0022703446725082519 4.2506577182446032e-05 0.0011122419296620183 0.0029362308458770157 -0.0034982058371160907 -0.0055724715038373267 -0.0065351551981188138 0.00092387016156223931
leaf_weight=5965.4110851287842 74.758228540420532 43.587513327598572 2364.1052913665771 151.10699903964996 406.18781328201294 84.565871477127075 40.091940522193909 88.765568614006042 151.10699903964996 63.749679088592529 126.56284284591675
leaf_count=3273 37 15 863 89 208 45 19 45 89 52 45
internal_value=0 -0.00018877 -0.000123219 0.000252394 -0.00106362 -0.00181441 -0.00229604 -0.00273881 -0.00337586 -0.00218651 -0.000899057
internal_weight=0 3594.59 3519.83 2515.21 1004.62 598.43 513.865 473.773 430.185 279.078 215.328
internal_count=4780 1507 1470 952 518 310 265 246 231 142 90
is_linear=0
shrinkage=0.06


Tree=427
num_leaves=12
num_cat=0
split_feature=99 14 30 129 31 77 136 1 115 71 23
split_gain=0.0566667 0.177528 0.253761 0.526517 0.31495 0.270199 0.256822 0.428175 0.311966 0.250281 0.278899
threshold=0.0046923852059990176 0.015200819820165636 0.00064626874518580746 0.00040826165059115743 0.00039601318712811922 0.00096484774257987748 0.0013560238294303419 0.00244467705488205 0.00747153488919139 0.004017772153019906 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 8 -8 9 -7 -11
right_child=1 -3 3 -5 -6 6 7 -9 -10 10 -12
leaf_value=-9.1939012958109129e-05 0.00065085671585989101 -0.0020041541020561732 0.0050264683646969125 0.00035553145400009242 0.00017398182569520633 -0.0048514161499216982 -0.0026887288928930035 0.0036832221345623043 0.0033428944248148134 -0.0005210119701032506 -0.0039196352670120525
leaf_weight=6847.5478746891022 723.32756924629211 122.04865682125092 161.3863753080368 882.46242463588715 68.628451704978943 88.60832417011261 62.680968165397644 96.278545260429382 43.587513327598572 347.52424895763397 115.91887998580933
leaf_count=3465 268 79 46 504 32 62 34 34 15 167 74
internal_value=0 0.000232099 0.000337461 0.00102194 0.00357865 -0.000177766 -0.000972051 0.00117063 -0.00154387 -0.00192971 -0.00137109
internal_weight=0 2712.45 2590.4 1112.48 230.015 1477.93 754.598 158.96 595.639 552.051 463.443
internal_count=4780 1315 1236 582 78 654 386 68 318 303 241
is_linear=0
shrinkage=0.06


Tree=428
num_leaves=12
num_cat=0
split_feature=44 67 68 19 146 27 31 120 140 1 33
split_gain=0.0536429 0.178269 0.215365 0.253843 0.198087 0.375274 0.300617 0.448272 0.386623 0.32837 0.331218
threshold=0.0038949446752667431 0.0023699469165876512 0.0045489775948226461 0.0084566329605877417 0.00017767510871635753 0.0011980500421486797 0.00070876078098081063 0.00060774214216507982 0.013860232196748258 0.0098710241727530974 0.017724351026117805
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 7 9 -9 10 -7
right_child=1 2 -4 -5 5 6 -8 8 -10 -11 -12
leaf_value=0.00012372242853024438 -0.0027971907977582867 -0.0025261914155928688 0.0031169578085222475 0.0015444141820768783 0.00041695290981377293 -0.0035200627446340619 -7.588717673904419e-05 -0.0020276182658067079 0.0037027053572157346 0.00067957378088314834 -6.8146962084307926e-05
leaf_weight=5438.6969617605209 109.76405429840088 87.382368803024292 125.51918077468872 149.51645708084106 1769.1885467767715 482.92621922492981 983.14800918102264 76.166477203369141 95.574420928955078 115.89383113384247 126.22330510616302
leaf_count=2768 45 61 51 74 734 298 569 45 30 50 55
internal_value=0 -0.000163271 0.00110758 4.29329e-05 -0.000285802 -0.000210261 -0.000800526 -0.00159495 0.00116133 -0.00224783 -0.00280478
internal_weight=0 4121.3 362.418 236.899 3758.88 3649.12 1879.93 896.784 171.741 725.043 609.15
internal_count=4780 2012 186 135 1826 1781 1047 478 75 403 353
is_linear=0
shrinkage=0.06


Tree=429
num_leaves=12
num_cat=0
split_feature=62 150 35 29 92 54 30 96 95 126 76
split_gain=0.0576427 0.278986 0.232844 0.190968 0.209325 0.272848 0.342926 0.304211 0.266374 0.339665 0.312426
threshold=0.0005375427135732026 0.00099512818269431613 0.0063990866765379914 0.007706565549597145 0.017188700847327713 0.035692447796463973 0.0010918468469753864 0.013860232196748258 0.00087947337306104611 0.0016846025246195497 0.0003614811430452392
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 8 9 10 -5
right_child=1 3 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00010281313404921017 -0.0048694489751002559 0.00029470903261645602 0.00032517212268926601 -0.0015372391018984427 0.0010965681943336158 -0.0054721323992145679 -0.0033856981945087693 -0.0045579221070007215 0.00083482538519655865 0.0015090573682216431 -0.0074144684653760272
leaf_weight=6429.1506054401398 82.29625403881073 1814.1022108793259 49.899583458900452 113.25962710380554 197.82549858093262 47.629966020584106 156.03586935997009 56.211653590202332 484.91334795951843 82.975329518318176 45.699886322021484
leaf_count=3295 50 846 27 41 86 32 117 39 190 30 27
internal_value=0 -0.000211125 -0.00290865 -9.22046e-05 -0.000684751 -0.00104188 -0.000817184 -0.00030537 2.35056e-05 -0.00160263 -0.00322691
internal_weight=0 3130.85 132.196 2998.65 1184.55 986.726 939.096 783.06 726.848 241.935 158.96
internal_count=4780 1485 77 1408 562 476 444 327 288 98 68
is_linear=0
shrinkage=0.06


Tree=430
num_leaves=12
num_cat=0
split_feature=83 27 23 125 117 59 127 126 45 59 11
split_gain=0.0573592 0.169739 0.283528 0.213317 0.228903 0.375465 0.285258 0.220917 0.289491 0.268953 0.305505
threshold=0.0046923852059990176 0.037906534969806678 0.0056525857653468856 0.086341444402933135 0.0012357163941487672 0.00064626874518580746 0.00017767510871635753 0.00052132029668428015 0.0014427106943912806 0.0026833302108570938 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 9 10 -6
right_child=1 -3 3 -5 7 -7 -8 -9 -10 -11 -12
leaf_value=-0.00024798156394087309 0.00099241849637768669 0.0028442513960334707 -0.0041991464553723656 -0.0036684412290116193 -0.0013030126712698354 0.0016770317414384057 0.0016597812815525475 0.00029253607135167986 -0.00016423668758439578 -0.00073555416594489012 -0.0054175775574735012
leaf_weight=2485.0393344163895 997.55193603038788 79.479756712913513 78.096556901931763 59.707226395606995 154.57752299308777 537.99401533603668 48.491334795951843 2040.1246829032898 2377.7341421842575 589.14460301399231 112.05872058868408
leaf_count=1383 454 34 50 35 61 247 19 955 1179 299 64
internal_value=0 8.71021e-05 5.57765e-05 -0.000100002 -6.41224e-05 0.00098525 -0.0019548 -0.000196364 -0.000504826 -0.00145113 -0.00303223
internal_weight=0 7074.96 6995.48 5997.93 5938.22 664.582 126.588 5273.64 3233.51 855.781 266.636
internal_count=4780 3397 3363 2909 2874 316 69 2558 1603 424 125
is_linear=0
shrinkage=0.06


Tree=431
num_leaves=12
num_cat=0
split_feature=43 149 40 95 29 8 37 14 34 54 59
split_gain=0.0539179 0.17609 0.298267 0.394308 0.42663 0.322774 0.302373 0.340204 0.313937 0.298532 0.301373
threshold=0.00085274505545385193 0.00060774214216507982 0.00747153488919139 0.00899649551138282 0.007706565549597145 0.0018488886416889729 0.00017767510871635753 0.011880517937242987 0.021960759535431865 0.0045489775948226461 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 7 9 -8 -3 -11
right_child=-2 2 -4 4 5 -7 8 -9 -10 10 -12
leaf_value=-0.00016688668906752869 -0.00014216536233858603 0.002858137204771286 -0.00057516112028900372 -0.00070191766151451746 0.0082406640691312424 0.0023680735705047589 -0.0012350620774972121 -0.0025200400844667629 0.002614427697581865 -0.0022002531070668086 0.0019820411546715394
leaf_weight=2770.1400550603867 4790.9527947902679 404.2076358795166 579.41210663318634 59.00310206413269 70.011651515960693 64.950585603713989 400.78720963001251 71.262655735015869 94.191221117973328 106.45077478885651 148.63003945350647
leaf_count=1595 2154 155 363 31 16 29 231 41 46 56 63
internal_value=0 0.000142818 0.000572016 0.00104027 0.00355391 0.00541448 0.000642439 0.0014182 -0.000502529 0.00184389 0.000236679
internal_weight=0 4769.05 1998.91 1419.49 193.965 134.962 1225.53 730.551 494.978 659.288 255.081
internal_count=4780 2626 1031 668 76 45 592 315 277 274 119
is_linear=0
shrinkage=0.06


Tree=432
num_leaves=12
num_cat=0
split_feature=37 113 147 114 85 52 18 121 94 15 145
split_gain=0.0560986 0.224537 0.28114 0.341076 0.301526 0.257316 0.218544 0.215006 0.214186 0.281737 0.211903
threshold=0.0011261500185355546 0.00093549740267917525 0.00085274505545385193 0.0028552538715302949 0.00080172589514404546 0.0015349716995842757 0.0045489775948226461 0.0021592099219560628 0.0062037324532866487 0.0098710241727530974 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 -5 10 -8 9 -4 -3
right_child=1 6 3 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00010056443265935975 -0.0023107101860750066 0.0019438049783014133 -0.0035556918724481954 0.0064388945098153311 0.00031525261860928513 0.00038724930524637071 0.00017942289213205613 -0.0034996205033791528 0.00026446104417090827 0.0013076915634784442 0.00043648750227709925
leaf_weight=6464.9997024536133 236.89882588386536 453.94997489452362 177.39894163608551 63.542336940765381 308.73341035842896 42.022020220756531 172.13053357601166 85.63458240032196 208.51955914497375 56.551191329956055 1289.6187534332275
leaf_count=3105 135 199 131 21 221 24 113 63 105 29 634
internal_value=0 0.000210064 -0.000481261 2.45869e-05 0.00126176 0.00402992 0.000587852 -0.00104283 -0.00113382 -0.0023801 0.000828928
internal_weight=0 3095 1093.67 856.767 414.298 105.564 2001.33 257.765 442.47 233.95 1743.57
internal_count=4780 1675 666 531 266 45 1009 176 265 160 833
is_linear=0
shrinkage=0.06


Tree=433
num_leaves=12
num_cat=0
split_feature=54 86 39 103 72 143 50 61 137 42 19
split_gain=0.053507 0.224306 0.17801 0.197818 0.301242 0.204519 0.18635 0.281079 0.371071 0.20075 0.210987
threshold=0.0031340263085439806 0.0031340263085439806 0.02129978779703379 0.0063990866765379914 0.000490355829242617 0.002945306478068233 0.076978169381618514 0.0016846025246195497 0.0005893622583243997 0.00075379351619631063 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 9 -8 -9 -2 -11
right_child=1 -3 -4 4 5 -7 7 8 -10 10 -12
leaf_value=0.00013091194083816998 -0.0034213880941424803 -0.002247128371305552 -0.0027162623031200721 -0.0068743267908016889 -0.0031990996186337167 0.0012502616205202935 0.0025350739690665472 -0.0049674008511533694 0.0017204596044569334 0.0005025274421604001 -0.00042970982283473125
leaf_weight=5166.0130392313004 62.523723721504211 176.8771106004715 89.312448501586914 35.709950089454651 67.402496337890625 82.975329518318176 246.44902896881104 49.899583458900452 74.393641948699951 1649.5598005056381 1858.8836793899536
leaf_count=2549 51 134 66 12 31 30 64 27 23 794 999
internal_value=0 -0.000153913 -6.61181e-05 -8.77737e-06 -0.00192043 -0.000744035 8.14715e-05 0.00136183 -0.000964493 -5.14565e-05 8.59882e-06
internal_weight=0 4393.99 4217.11 4127.8 186.088 150.378 3941.71 370.742 124.293 3570.97 3508.44
internal_count=4780 2231 2097 2031 73 61 1958 114 50 1844 1793
is_linear=0
shrinkage=0.06


Tree=434
num_leaves=12
num_cat=0
split_feature=28 98 44 65 140 140 4 21 101 110 86
split_gain=0.0560538 0.126253 0.260041 0.29199 0.263137 0.228844 0.228083 0.267143 0.212364 0.164525 0.162678
threshold=0.0020292587578296666 0.0051502294372767219 0.019431582652032379 0.00017767510871635753 0.016164712607860569 0.0068083447404205808 0.0015833032084628942 0.0013986918493174019 0.0011261500185355546 0.002945306478068233 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 7 9 -8 -5 -10
right_child=1 2 5 6 -6 -7 8 -9 10 -11 -12
leaf_value=-8.3053224594219625e-05 0.00054148978958284976 -0.0019098121454582785 -0.0013179802311917598 0.0010848952960882748 -0.0084115284005042701 0.0034535151302688646 -0.0054026231682399867 -0.0017312986237895222 0.00025967006493832304 0.0053504885559994666 -0.0042821664540175722
leaf_weight=7205.3835000991821 1649.2133114337921 75.462352871894836 56.551191329956055 99.799166917800903 31.874839544296265 100.47824239730835 45.882179617881775 85.791826844215393 124.47551870346069 48.309041500091553 36.778661012649536
leaf_count=3452 965 41 29 54 26 34 34 46 57 12 30
internal_value=0 0.000254152 -0.000417636 -0.0010341 -0.00384056 0.00173515 -0.000351074 0.000932951 -0.00180101 0.00247622 -0.000776227
internal_weight=0 2354.62 705.403 548.374 107.337 157.029 441.036 233.9 207.136 148.108 161.254
internal_count=4780 1328 363 300 67 63 233 112 121 66 87
is_linear=0
shrinkage=0.06


Tree=435
num_leaves=12
num_cat=0
split_feature=129 125 72 92 141 3 19 102 37 12 93
split_gain=0.0514183 0.160003 0.223635 0.180085 0.238467 0.366227 0.223759 0.204819 0.162171 0.158399 0.2634
threshold=0.0044099434744566688 0.0041444667149335155 0.0042751494329422721 0.055838862434029586 0.0020932231564074759 0.00244467705488205 0.002945306478068233 0.017724351026117805 0.00017767510871635753 0.0019071503775194289 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 7 6 -6 8 -2 -1 -11
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 10 -12
leaf_value=9.0986919675501484e-05 -0.0028813818863881384 -0.00051616385874169715 6.6241875108866751e-05 -0.0024186355577424119 0.0076526566359167896 -0.00081215026725789711 0.0030137228595753613 0.0049238318991012778 0.0010795007815196265 -0.00018692394637800038 -0.0019275963079091901
leaf_weight=5776.7739595174789 54.4638671875 598.19107258319855 773.63488566875458 34.3267502784729 66.51607871055603 51.490125417709351 85.609533548355103 33.962163686752319 117.48437309265137 1577.1143357753754 390.4326868057251
leaf_count=2434 41 416 518 28 20 42 39 14 65 961 202
internal_value=0 0.000287378 0.000682184 0.00175577 0.00210567 0.00356166 0.00504207 0.000665907 -0.000175092 -6.73766e-05 -0.000532336
internal_weight=0 1815.68 1217.49 443.853 409.526 203.616 152.126 205.91 171.948 7744.32 1967.55
internal_count=4780 1183 767 249 221 101 59 120 106 3597 1163
is_linear=0
shrinkage=0.06


Tree=436
num_leaves=12
num_cat=0
split_feature=105 19 143 110 7 115 135 1 58 106 10
split_gain=0.055086 0.187003 0.183123 0.266106 0.253268 0.230154 0.230756 0.299654 0.231792 0.206861 0.256968
threshold=0.0032328735105693345 0.0022272822679951791 0.014740333426743748 0.0058306583669036635 0.0026012937305495147 0.00017767510871635753 0.0027679565828293566 0.0032328735105693345 0.0027679565828293566 0.00080172589514404546 0.014740333426743748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 7 9 -9 -7 -11
right_child=1 -3 3 -5 -6 6 -8 8 -10 10 -12
leaf_value=-0.00010048527579740534 -0.0020339698215221091 -9.1749520804745486e-05 0.0055119524953195966 -0.0011683150636477891 0.00088128678050167523 0.0014793227112634541 0.0030620506982679142 -0.00069449487046071472 0.0039786670766920581 -0.0036593416070614775 0.0011302825950944737
leaf_weight=6430.0690232515335 113.44192039966583 2214.4928337335587 100.47824239730835 57.073022365570068 73.714566469192505 83.861747145652771 137.93597888946533 60.411350727081299 103.97381520271301 125.02239859104156 59.524933099746704
leaf_count=3169 48 1200 34 26 43 41 44 39 30 78 28
internal_value=0 0.000206435 0.000927759 0.00238736 0.00355236 0.000434379 0.000925004 0.000243905 0.00226129 -0.000991625 -0.00211447
internal_weight=0 3129.93 915.438 231.266 174.193 684.172 570.73 432.794 164.385 268.409 184.547
internal_count=4780 1611 411 103 77 308 260 216 69 147 106
is_linear=0
shrinkage=0.06


Tree=437
num_leaves=12
num_cat=0
split_feature=90 59 117 144 76 140 54 77 118 108 58
split_gain=0.0537929 0.146323 0.195543 0.155779 0.0999512 0.0772167 0.0756954 0.171235 0.35631 0.381133 0.257866
threshold=0.0016331639490090313 0.0038949446752667431 0.0031340263085439806 0.00052132029668428015 0.0028552538715302949 0.0045489775948226461 0.0031340263085439806 0.0046923852059990176 0.0032328735105693345 0.0034400182776153092 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 -4 -3 -2 -1 8 10 -10 -8
right_child=1 4 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=0.00012698300871401009 0.00080999043709315737 -0.0032487849723669042 0.0011500821580776744 0.0051173035681018929 0.00088466276444334286 -0.0023378007912801869 -0.0016404614649752837 0.00049158313169789215 -0.00028299773497460413 -0.0047108381272651647 -4.5794702708109145e-06
leaf_weight=5091.0725173950195 75.462352871894836 47.812259316444397 80.001587748527527 64.246461272239685 37.640029788017273 44.656224250793457 402.92463147640228 941.80506443977356 141.45660054683685 138.50790762901306 2494.4141955375671
leaf_count=2505 41 39 31 25 17 33 267 525 64 89 1144
internal_value=0 0.000730293 0.00142795 0.00291704 -0.00142808 -0.000360257 -2.77378e-05 -0.000218967 -0.000429586 -0.0024736 -0.000232077
internal_weight=0 349.819 264.367 144.248 85.4523 120.119 9210.18 4119.11 3177.3 279.965 2897.34
internal_count=4780 186 130 56 56 74 4594 2089 1564 153 1411
is_linear=0
shrinkage=0.06


Tree=438
num_leaves=12
num_cat=0
split_feature=35 17 9 78 117 66 75 136 8 150 79
split_gain=0.0508735 0.207668 0.185479 0.16566 0.135254 0.361217 0.267906 0.322849 0.435363 0.238487 0.297465
threshold=0.0048403022810816774 0.040252277627587325 0.0010263677686452868 0.12087306752800943 0.019431582652032379 0.0012745757703669371 0.00064626874518580746 0.000490355829242617 0.0031340263085439806 0.0053125319536775359 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 9 7 8 -2 10 -6
right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-8.896916600741007e-05 0.0030917701076031315 0.0055561951406987234 0.00048792596292014732 -0.0021466547320851495 -0.0031365169952152559 0.0033223268426379265 0.00014791016941928523 0.0059676455525821594 -0.0027292503783118119 -0.0045429205211985017 0.0011100639012662163
leaf_weight=6764.8689365386963 130.05841565132141 48.491334795951843 56.029360294342041 111.90147614479065 104.36345064640045 63.020505905151367 1931.9943169355392 62.134088277816772 71.784486770629883 77.574725866317749 137.7787344455719
leaf_count=3216 41 19 32 81 68 24 1134 13 38 53 61
internal_value=0 0.000215326 0.0028393 0.000113394 0.000211467 -0.000829382 0.000392878 0.00218575 0.00102155 -0.00164774 -0.000720215
internal_weight=0 2795.13 104.521 2690.61 2578.71 382.737 2195.97 263.977 201.843 319.717 242.142
internal_count=4780 1564 51 1513 1432 206 1226 92 79 182 129
is_linear=0
shrinkage=0.06


Tree=439
num_leaves=12
num_cat=0
split_feature=14 116 14 82 60 140 54 149 140 101 106
split_gain=0.0518464 0.201828 0.302269 0.291977 0.297303 0.466332 0.282865 0.339453 0.196724 0.273083 0.518729
threshold=0.00040826165059115743 0.0044099434744566688 0.00017767510871635753 0.0034400182776153092 0.00017767510871635753 0.010180860292166473 0.00046126570669002836 0.041476719081401832 0.0060143163427710542 0.0014881226234138014 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 -5 6 -6 -8 -1 -10 -11
right_child=-2 2 -4 4 5 -7 7 -9 9 10 -12
leaf_value=0.0010455473774283657 -0.00010230515408569271 0.00051165688937239689 0.0036649538377631127 -0.0026699854826905669 0.001242287637480385 0.0023066149979121511 -0.007934762325787173 -0.00084496513338976921 -0.00094526835675432257 0.0017634222794447728 -0.0044835957650342156
leaf_weight=730.70835030078888 6223.6228855848312 755.64214193820953 127.97109150886536 280.09670376777649 50.943245530128479 157.70850920677185 47.108134984970093 50.239121198654175 703.91962552070618 377.23661780357361 54.803404927253723
leaf_count=298 3374 380 53 112 21 43 35 17 283 133 31
internal_value=0 0.000190838 0.00096834 -8.92581e-05 -0.00125754 3.53492e-05 -0.00238017 -0.00427585 0.000277558 -0.000216453 0.000971001
internal_weight=0 3336.38 883.613 2452.76 586.096 305.999 148.291 97.3473 1866.67 1135.96 432.04
internal_count=4780 1406 433 973 228 116 73 52 745 447 164
is_linear=0
shrinkage=0.06


Tree=440
num_leaves=12
num_cat=0
split_feature=111 3 0 1 53 49 86 5 86 39 110
split_gain=0.0508403 0.163198 0.109785 0.230307 0.168331 0.094449 0.0784751 0.233748 0.225852 0.2829 0.41449
threshold=0.00080172589514404546 0.00050559637020342063 0.0020932231564074759 0.0032328735105693345 0.0028552538715302949 0.00040826165059115743 0.00087947337306104611 0.00066645268816500913 0.00060774214216507982 0.0035485138650983576 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 -4 8 -8 -1 -10 -11
right_child=1 2 5 -5 -6 -7 7 -9 9 10 -12
leaf_value=-4.3055510968717337e-05 -0.0033781472040319734 0.0014552184728128237 -0.0012744950982972866 -0.001731081661059414 0.0064825774494435412 0.0010975802400003355 0.00018851087173829686 -0.0012067665211653448 -0.00025960478037835984 -7.4981957660046606e-05 0.0042091818717865173
leaf_weight=6739.9100960493088 33.622625946998596 48.855921387672424 92.468483567237854 35.552705645561218 47.083086133003235 174.400151014328 1047.7590570449829 735.78751373291016 273.67748689651489 143.75126683712006 187.13143801689148
leaf_count=3110 24 33 72 29 11 108 608 470 165 83 67
internal_value=0 0.000636035 0.000974843 0.00239385 0.00392245 0.000275669 -3.01004e-05 -0.000387099 5.6594e-05 0.00116753 0.00234794
internal_weight=0 431.983 398.36 131.492 95.939 266.869 9128.02 1783.55 7344.47 604.56 330.883
internal_count=4780 277 253 73 44 180 4503 1078 3425 315 150
is_linear=0
shrinkage=0.06


Tree=441
num_leaves=12
num_cat=0
split_feature=40 101 87 113 91 101 8 90 61 145 79
split_gain=0.0495848 0.181966 0.285055 0.229006 0.250125 0.227621 0.209556 0.203439 0.205194 0.352891 0.33779
threshold=0.00060774214216507982 0.0013146653072908523 0.023343417793512348 0.0038949446752667431 0.0028552538715302949 0.0035485138650983576 0.010829726699739696 0.00043393640953581786 0.0021592099219560628 0.00044738779251929378 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 5 -5 7 8 9 -1 -10
right_child=-2 3 -4 4 -6 -7 -8 -9 10 -11 -12
leaf_value=0.001527505849138462 -8.0347863016342859e-05 0.0019662129003370338 -0.0045702729342629372 0.00035188195871333649 0.0022955256998156036 -0.0054006635691122512 -0.0034838485976747447 -0.0011996411651952255 0.0021719127486473895 -0.00082476831926093206 -0.0024056748159807465
leaf_weight=353.23934149742126 7103.872741818428 394.21769964694977 48.855921387672424 48.491334795951843 61.090426206588745 50.603707790374756 57.777146697044373 314.10896515846252 404.02534258365631 655.95012176036835 67.767082929611206
leaf_count=110 3770 140 33 19 19 31 30 174 148 261 45
internal_value=0 0.000232391 -4.64522e-05 0.00118888 -0.000724134 -0.0025857 7.28307e-05 0.000187307 0.000481471 -1.41868e-06 0.0015144
internal_weight=0 2456.13 1901.72 554.403 160.185 99.095 1852.87 1795.09 1480.98 1009.19 471.792
internal_count=4780 1010 801 209 69 50 768 738 564 371 193
is_linear=0
shrinkage=0.06


Tree=442
num_leaves=12
num_cat=0
split_feature=17 39 118 25 7 62 17 148 80 24 79
split_gain=0.0522982 0.51455 0.462389 0.135092 0.170573 0.069631 0.294202 0.173622 0.192259 0.20576 0.333966
threshold=0.074787221848964705 0.0063990866765379914 0.00057154725072905432 0.0010585968848317864 0.0033348383149132137 0.0005375427135732026 0.040252277627587325 0.0005893622583243997 0.00042089859198313212 0.0011980500421486797 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -5 6 -1 -7 -9 -10 -11
right_child=1 3 -4 4 -6 7 -8 8 9 10 -12
leaf_value=8.4123566353503233e-05 -0.0085359942378184159 0.0028252753863649504 -0.00017548041398062966 -0.0030745364996805076 0.0021399373809579685 -0.0023191264166093468 0.0032429194451810577 0.0012300108777054514 -0.0017057835583859447 0.0015088830894437199 -0.0004215225425979044
leaf_weight=6130.9790600538254 47.812259316444397 84.905409216880798 47.447672724723816 45.882179617881775 44.473930954933167 134.44040608406067 108.01626789569855 338.76026809215546 323.3697282075882 390.17524695396423 1863.7374031543732
leaf_count=3134 39 35 25 34 26 48 47 153 161 123 955
internal_value=0 -0.000822357 -0.00437174 0.00110684 -0.000507935 2.39481e-05 0.000138812 -0.000210977 -0.000113784 -0.000290413 -8.73497e-05
internal_weight=0 270.521 95.2599 175.262 90.3561 9289.48 6239 3050.48 2916.04 2577.28 2253.91
internal_count=4780 159 64 95 60 4621 3181 1440 1392 1239 1078
is_linear=0
shrinkage=0.06


Tree=443
num_leaves=12
num_cat=0
split_feature=99 143 146 112 51 150 19 0 35 94 12
split_gain=0.0529792 0.175783 0.214286 0.171603 0.300118 0.272403 0.264428 0.230274 0.268033 0.35477 0.250405
threshold=0.0046923852059990176 0.00017767510871635753 0.0010263677686452868 0.00062670491752214741 0.013032016810029747 0.0022272822679951791 0.011880517937242987 0.0020932231564074759 0.0010585968848317864 0.0048403022810816774 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 -5 -6 8 -4 10 -10
right_child=1 2 3 5 6 -7 -8 -9 9 -11 -12
leaf_value=-8.8897308755735903e-05 0.0026185453248810165 -0.0018907353697375383 0.00013602447473715293 -0.0017986453210446223 0.0036048622828487998 0.00040477476368990325 -0.0015512560987814116 -0.00024630512365110655 0.0066792794063559808 -0.0008863501872099222 0.0010534958320562559
leaf_weight=6847.5478746891022 106.08618819713593 176.64471960067749 243.5253849029541 318.44085788726807 189.76564204692841 552.31584429740906 44.134393215179443 896.31252026557922 88.400982022285461 54.803404927253723 42.022020220756531
leaf_count=3465 42 79 113 133 76 221 36 529 31 31 24
internal_value=0 0.00022442 0.000126973 0.000273663 0.000650511 -0.000401029 0.00263196 0.000300747 0.00144437 0.0031645 0.00486666
internal_weight=0 2712.45 2606.37 2429.72 1558.96 870.757 233.9 1325.06 428.752 185.226 130.423
internal_count=4780 1315 1273 1194 840 354 112 728 199 86 55
is_linear=0
shrinkage=0.06


Tree=444
num_leaves=12
num_cat=0
split_feature=35 67 9 83 79 27 98 36 43 57 125
split_gain=0.0489891 0.16642 0.270946 0.386404 0.272418 0.362465 0.210982 0.14286 0.303768 0.203086 0.158313
threshold=0.0048403022810816774 0.00017767510871635753 0.000490355829242617 0.016164712607860569 0.0011261500185355546 0.0032328735105693345 0.0011261500185355546 0.0015833032084628942 0.0068083447404205808 0.00038414125447161501 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 6 -4 -6 -2 -1 10 -10 -9
right_child=1 -3 4 -5 5 -7 -8 8 9 -11 -12
leaf_value=8.3429775640914592e-06 -0.0014905198288867009 4.0283051764653504e-05 0.0058904343916745478 -0.0054767575169055388 -0.0022467700479054287 0.0047010874469152926 0.0036778635849980027 -0.0012571517861681006 -0.0061418971208847513 -0.0001673568388266494 0.00065084061778074233
leaf_weight=6038.2350391149521 51.12553882598877 2459.5266627073288 72.463562250137329 39.752402782440186 55.507529258728027 52.691031932830811 64.064167976379395 355.45190989971161 60.411350727081299 30.98842191696167 279.78221487998962
leaf_count=2798 28 1417 18 29 35 19 18 218 39 15 146
internal_value=0 0.000211301 0.00146463 -0.000376261 0.00304344 0.00113673 0.00138394 -8.73059e-05 -0.000882136 -0.00411627 -0.000416797
internal_weight=0 2795.13 335.604 154.942 180.662 108.199 115.19 6764.87 726.634 91.3998 635.234
internal_count=4780 1564 147 75 72 54 46 3216 418 54 364
is_linear=0
shrinkage=0.06


Tree=445
num_leaves=12
num_cat=0
split_feature=83 93 10 109 137 141 56 8 15 8 101
split_gain=0.05286 0.166978 0.160962 0.158545 0.328572 0.354317 0.317973 0.298125 0.367651 0.376189 0.316477
threshold=0.0046923852059990176 0.18012819439172748 0.010500331409275534 0.0092791137285530585 0.0005375427135732026 0.0011980500421486797 0.00073092587990686308 0.0095705352723598498 0.007706565549597145 0.0031340263085439806 0.028020657598972324
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 8 10 -10 -2
right_child=3 -3 -4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00021236591996190169 -0.0020922688637652863 0.0015761928670988206 -0.0019454859460096452 -0.0002393780515401308 -0.00059481458933386842 0.0014566764667585303 -0.0021964731678018037 0.002419352614998478 0.0012262400010726495 -0.0021186713086376431 0.0035854121209058631
leaf_weight=2102.5092597007751 451.5481618642807 170.12530732154846 212.40476739406586 3085.2244870662689 1021.4420655965805 1527.4109482765198 90.877941608428955 154.05569195747375 550.93264448642731 155.12440288066864 38.344154119491577
leaf_count=1208 245 36 139 1530 542 619 57 64 237 82 21
internal_value=0 -0.000238057 -0.000371388 8.36162e-05 0.000333385 0.000652794 0.00125153 -6.49238e-05 -0.000384935 0.000491346 -0.00164787
internal_weight=0 2485.04 2314.91 7074.96 3989.74 2968.29 1618.29 1350.01 1195.95 706.057 489.892
internal_count=4780 1383 1347 3397 1867 1325 676 649 585 319 266
is_linear=0
shrinkage=0.06


Tree=446
num_leaves=12
num_cat=0
split_feature=81 140 43 0 46 116 19 123 80 87 75
split_gain=0.0537723 0.287861 0.183324 0.152843 0.145684 0.126682 0.100316 0.124725 0.086156 0.0816635 0.0756878
threshold=0.027182282879948619 0.016164712607860569 0.00046126570669002836 0.055838862434029586 0.0020292587578296666 0.0019672545604407792 0.086341444402933135 0.00038414125447161501 0.00062670491752214741 0.000490355829242617 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -4 -2 -1 9 -7 -8 -3
right_child=1 10 4 -5 -6 8 7 -9 -10 -11 -12
leaf_value=-6.9805346329615727e-06 -0.0038959236936227334 -0.0011220613183092235 0.00074540818324355719 0.0022430662398908057 0.0043117845342356409 0.002418390907450167 -0.0011909176441495294 0.00083031811495611638 -0.0014843545569546966 -0.0048706426735288895 -0.0050489426821069706
leaf_weight=8986.0634758472443 41.500189185142517 40.796064853668213 72.124024510383606 74.758228540420532 96.278545260429382 35.188119053840637 43.952099919319153 46.925841689109802 48.334090352058411 42.908437848091125 31.17071521282196
leaf_count=4466 27 23 28 37 34 15 29 28 36 35 22
internal_value=0 0.000647732 0.00132612 9.69052e-05 0.00278436 -0.00118641 -3.12614e-05 -0.00166214 0.000159882 -0.00300867 -0.0028229
internal_weight=0 440.15 368.183 199.781 168.403 125.022 9119.85 133.786 83.5222 86.8605 71.9668
internal_count=4780 222 177 115 62 78 4558 92 51 64 45
is_linear=0
shrinkage=0.06


Tree=447
num_leaves=12
num_cat=0
split_feature=129 78 15 17 118 92 51 29 146 105 43
split_gain=0.0534021 0.142345 0.365871 0.263459 0.165221 0.152175 0.225148 0.17006 0.207267 0.236527 0.191729
threshold=0.0044099434744566688 0.072653736919164671 0.0019071503775194289 0.0028552538715302949 0.0066005610860884198 0.055838862434029586 0.0030382014811038975 0.0027679565828293566 0.0072436286136507997 0.00017767510871635753 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 7 -2 9 -9 -11
right_child=1 2 3 -5 -6 -7 -8 8 -10 10 -12
leaf_value=-6.8664064526077195e-05 7.0132688060068379e-05 -0.00049192875161100486 0.0012197697420205261 0.0074004639727325407 -0.0013999745458551853 -0.0020471030124694406 -0.00045477829066435492 0.0046386254526977052 0.003905507250525268 0.0018694524693312709 -0.0013398231583883165
leaf_weight=7744.3209820985794 304.53371322154999 121.18728804588318 47.96950376033783 51.465076565742493 228.00264942646027 89.494741797447205 516.41664958000183 55.84706699848175 131.98849534988403 141.29935610294342 127.4743093252182
leaf_count=3597 221 92 22 18 162 73 363 25 46 81 80
internal_value=0 0.000292869 0.00172132 0.00441876 9.52912e-05 0.000344677 0.000512225 0.00116831 0.00190074 0.00108561 0.000347353
internal_weight=0 1815.68 220.622 99.4346 1595.06 1367.05 1277.56 761.143 456.609 324.621 268.774
internal_count=4780 1183 132 40 1051 889 816 453 232 186 161
is_linear=0
shrinkage=0.06


Tree=448
num_leaves=12
num_cat=0
split_feature=111 37 71 134 20 135 109 105 19 105 142
split_gain=0.0494122 0.130292 0.126983 0.08511 0.156433 0.136235 0.127946 0.0687892 0.205573 0.225315 0.209831
threshold=0.0013560238294303419 0.00017767510871635753 0.0048403022810816774 0.001792412775103003 0.0014881226234138014 0.0018488886416889729 0.02129978779703379 0.0032328735105693345 0.0022272822679951791 0.007706565549597145 0.027182282879948619
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 6 -6 -5 -1 9 -9 -10
right_child=1 -3 -4 4 5 -7 -8 8 10 -11 -12
leaf_value=-0.00011304647654630937 0.00086389553527198564 -8.5773532620040351e-05 0.0056464773131859065 -0.005340949285298169 0.0031357306226042054 -0.0021123408697726323 -0.00032523984003272676 0.0016369843937066768 0.00010254054922338527 -0.0005131147054327766 -0.0020403071489735062
leaf_weight=6215.9164694547653 50.081876754760742 184.57238054275513 33.258039355278015 45.882179617881775 36.414074420928955 34.848581314086914 30.466590881347656 612.02307069301605 1890.3688834905624 245.97729563713074 180.19039011001587
leaf_count=3032 34 130 10 34 16 25 18 256 987 115 123
internal_value=0 0.000803341 0.00277246 -2.31622e-05 -0.0014524 0.00056934 -0.00333946 -9.12119e-08 0.000239658 0.00102058 -8.39407e-05
internal_weight=0 267.912 83.3399 9292.09 147.611 71.2627 76.3488 9144.48 2928.56 858 2070.56
internal_count=4780 174 44 4606 93 41 52 4513 1481 371 1110
is_linear=0
shrinkage=0.06


Tree=449
num_leaves=12
num_cat=0
split_feature=90 28 117 148 44 124 45 47 47 131 68
split_gain=0.0540554 0.134303 0.169007 0.216904 0.101916 0.10305 0.0795469 0.236686 0.353372 0.329323 0.229891
threshold=0.0016331639490090313 0.00052132029668428015 0.0031340263085439806 0.0060143163427710542 0.0070226341485977182 0.0038949446752667431 0.041476719081401832 0.10820819064974786 0.0032328735105693345 0.00082683752407319855 0.099488973617553725
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -3 -1 8 -8 -10 -9
right_child=1 4 -4 -5 -6 -7 7 10 9 -11 -12
leaf_value=7.8554050208530733e-06 -0.0027797103080606524 -0.0036116889019999301 0.0032632997231088565 0.0031400721297425507 0.0016451770159541053 0.00027161149339482077 0.0034383882487518994 -0.0015975981960066321 -0.0055438374471335474 -0.00077678544976567555 0.0038412084482203255
leaf_weight=8848.2847414016724 51.30783212184906 51.490125417709351 113.78145813941956 39.387816190719604 46.743548393249512 47.108134984970093 37.457736492156982 51.12553882598877 93.512145638465881 118.00620412826538 61.794550538063049
leaf_count=4405 35 42 38 15 21 35 10 28 66 62 23
internal_value=0 0.000732073 0.00172324 -0.000208834 -0.000662368 -0.00175633 -2.78054e-05 -0.000899705 -0.00193307 -0.0028843 0.00137874
internal_weight=0 349.819 204.477 90.6956 145.342 98.5983 9210.18 361.896 248.976 211.518 112.92
internal_count=4780 186 88 50 98 77 4594 189 138 128 51
is_linear=0
shrinkage=0.06


Tree=450
num_leaves=12
num_cat=0
split_feature=114 136 40 67 79 112 77 128 125 25 38
split_gain=0.0600839 0.13101 0.178022 0.165753 0.108058 0.139943 0.10797 0.145783 0.111912 0.109289 0.102467
threshold=0.011169348377734424 0.00068727668258361529 0.022641776129603389 0.00080172589514404546 0.020035739988088611 0.0013146653072908523 0.066585760563611998 0.028884131461381916 0.015200819820165636 0.011519505176693203 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 6 -6 7 10 9 -8 -1
right_child=1 -3 3 -5 5 -7 8 -9 -10 -11 -12
leaf_value=-6.3186022151539461e-05 0.00037251636030819234 -0.0013438249179481829 0.00045367279479579397 0.0049660040115689493 -0.00057311261637471936 -0.0039155887620791778 -0.00090049391470614539 -0.0027837155811445036 0.0007678921100237264 -0.0057020989459389956 0.00046712230445548772
leaf_weight=6534.6217185258865 619.73643815517426 121.89141237735748 53.759742856025696 64.428754568099976 300.49126052856445 53.055618524551392 33.440332651138306 66.201589822769165 36.414074420928955 34.848581314086914 1641.1103085279465
leaf_count=3083 437 96 37 32 204 33 17 54 16 25 746
internal_value=0 0.000478479 0.00077949 0.00291351 -4.72868e-05 -0.00107471 -3.76735e-06 2.05554e-05 -0.00191839 -0.00335081 4.32625e-05
internal_weight=0 859.816 737.925 118.188 8700.18 353.547 8346.64 8241.93 104.703 68.2889 8175.73
internal_count=4780 602 506 69 4178 237 3941 3883 58 42 3829
is_linear=0
shrinkage=0.06


Tree=451
num_leaves=12
num_cat=0
split_feature=114 40 67 84 32 127 104 89 127 3 78
split_gain=0.0530902 0.150053 0.191604 0.115195 0.16612 0.192515 0.166495 0.116077 0.0970864 0.229909 0.400355
threshold=0.011169348377734424 0.022641776129603389 0.00080172589514404546 0.0060143163427710542 0.00055427959887310873 0.00017767510871635753 0.0042751494329422721 0.00038414125447161501 0.00017767510871635753 0.00044738779251929378 0.010500331409275534
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 8 6 7 -5 -6 -1 10 -10
right_child=1 2 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00019643278693792972 0.00010532519751832086 -4.9529513751046411e-05 0.0044475763763422473 -0.00025811531813812403 0.0030755307281222599 -0.0029324965507399004 -0.0057487171593829092 -0.001146656460537955 8.3186710648234296e-05 0.00074068945620024468 -0.002568374037969408
leaf_weight=4544.6039612293243 723.23852002620697 66.019296526908875 70.558531403541565 33.440332651138306 59.864470839500427 58.141733288764954 49.038214683532715 38.526447415351868 2004.9685640335083 1683.2575730085373 228.34218716621399
leaf_count=2186 518 47 37 17 18 44 40 28 803 890 152
internal_value=0 0.00044977 0.00227376 -4.44496e-05 -0.00134345 -0.000195244 -0.00352259 0.00142227 -7.75537e-06 0.000211177 -0.000187919
internal_weight=0 859.816 136.578 8700.18 239.011 156.533 82.4785 98.3909 8461.17 3916.57 2233.31
internal_count=4780 602 84 4178 147 90 57 46 4031 1845 955
is_linear=0
shrinkage=0.06


Tree=452
num_leaves=12
num_cat=0
split_feature=21 141 52 20 54 38 137 113 46 87 71
split_gain=0.0516277 0.195152 0.222118 0.190428 0.316954 0.193403 0.188425 0.139737 0.327404 0.214069 0.324656
threshold=0.0068083447404205808 0.0038949446752667431 0.016164712607860569 0.00017767510871635753 0.0084566329605877417 0.0005375427135732026 0.000490355829242617 0.0084566329605877417 0.0045489775948226461 0.00055427959887310873 0.0013560238294303419
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 6 5 -5 -3 9 -9 10 -2
right_child=1 3 -4 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-5.9407053965892724e-05 0.0010383595321086069 0.0044167687975314581 0.0035322930011740224 -0.0038798096638734897 0.0021128097412911979 0.0004519785254170642 0.0010259993213737029 0.0012582431217633605 -0.0033870617153102882 -0.00030396458320388454 -0.0050613179469303753
leaf_weight=8091.2023506164551 46.743548393249512 103.79152190685272 53.916987299919128 75.644646167755127 156.84714043140411 72.82814884185791 136.71002352237701 308.79045939445496 66.358834266662598 351.38440835475922 95.781763076782227
leaf_count=4154 21 23 20 48 56 32 43 108 37 177 61
internal_value=0 0.000327257 -0.000204589 0.0012266 0.000231947 -0.001755 0.00248933 -0.000436428 0.000436552 -0.0010995 -0.00306083
internal_weight=0 1468.8 922.976 545.821 305.32 148.473 240.502 869.059 375.149 493.91 142.525
internal_count=4780 626 424 202 136 80 66 404 145 259 82
is_linear=0
shrinkage=0.06


Tree=453
num_leaves=12
num_cat=0
split_feature=12 133 1 102 9 93 118 20 80 141 109
split_gain=0.0499483 0.135331 0.209697 0.0891942 0.0816647 0.0611515 0.289732 0.140935 0.193859 0.261061 0.174843
threshold=0.024810968898236755 0.0048403022810816774 0.0044099434744566688 0.017724351026117805 0.0010263677686452868 0.030689206905663017 0.0084566329605877417 0.0016846025246195497 0.0012357163941487672 0.0034400182776153092 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 -2 -3 -1 7 10 -9 -10 -7
right_child=1 2 -4 -5 -6 6 -8 8 9 -11 -12
leaf_value=-9.4294985883854103e-05 -0.00044022559817238422 -0.00084904531158227407 0.0058550053000035011 0.0025535865736123885 0.0032995100557309922 0.00018461243334033591 -0.0027099716608165814 -0.0042021750605778117 -0.0028854871972696515 0.0029362867283454332 0.0017188501466059781
leaf_weight=7780.3746647834778 261.98986196517944 51.490125417709351 40.613771557807922 41.500189185142517 25.562769412994385 628.19983279705048 103.451984167099 49.195459127426147 50.421414494514465 61.612257242202759 465.58750212192535
leaf_count=4106 200 42 16 27 14 163 33 23 24 16 116
internal_value=0 0.000638861 0.00236618 -3.08423e-05 0.000527263 -2.94414e-05 0.000341995 0.000593571 -0.00106251 0.000316163 0.000837684
internal_weight=0 421.157 117.667 303.49 77.0529 9138.84 1358.47 1255.02 161.229 112.034 1093.79
internal_count=4780 299 72 227 56 4481 375 342 63 40 279
is_linear=0
shrinkage=0.06


Tree=454
num_leaves=12
num_cat=0
split_feature=117 12 140 24 75 124 13 131 59 23 33
split_gain=0.0504015 0.214206 0.268998 0.242642 0.229631 0.195632 0.194126 0.198177 0.222586 0.205017 0.350195
threshold=0.010829726699739696 0.0025217677466571335 0.00899649551138282 0.0054799309000372895 0.0032328735105693345 0.002945306478068233 0.0005893622583243997 0.001792412775103003 0.000490355829242617 0.015675474889576439 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 5 -3 7 9 -9 -2 -11
right_child=1 2 -4 -5 -6 -7 -8 8 -10 10 -12
leaf_value=0.00010100749881643514 -0.00092001613518274917 -0.0076307020473244816 -0.0027290236424442633 0.001478838064511135 -0.00010968488613710185 -0.0017911483499899702 0.0030234789226456708 0.0040290282788319363 0.00043919927784460115 -0.0032908733934169628 0.00089132918303079522
leaf_weight=6217.6823533773422 1058.4350200891495 31.874839544296265 244.80143797397614 175.78335082530975 170.90457820892334 58.663564324378967 77.027845978736877 67.742034077644348 757.36487948894501 81.592129707336426 618.12779867649078
leaf_count=3215 442 26 162 92 112 41 32 21 354 46 237
internal_value=0 -0.000187903 -0.00113655 -0.000244937 -0.00140393 -0.00384701 5.53058e-05 -3.31994e-05 0.000733928 -0.000393214 0.000403656
internal_weight=0 3342.32 682.028 437.226 261.443 90.5384 2660.29 2583.26 825.107 1758.15 699.72
internal_count=4780 1565 433 271 179 67 1132 1100 375 725 283
is_linear=0
shrinkage=0.06


Tree=455
num_leaves=12
num_cat=0
split_feature=81 149 15 88 35 113 0 67 107 146 93
split_gain=0.0505318 0.194033 0.212066 0.191927 0.133442 0.13054 0.128319 0.102047 0.0915151 0.0856628 0.324996
threshold=0.027182282879948619 0.0019071503775194289 0.0068083447404205808 0.00017767510871635753 0.020035739988088611 0.0020932231564074759 0.0058306583669036635 0.0026833302108570938 0.00046126570669002836 0.028884131461381916 0.016668972559273246
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -3 5 8 -5 -6 -2 -1 -11
right_child=1 3 -4 6 7 -7 -8 -9 -10 10 -12
leaf_value=6.7645077036543718e-06 -0.00033949415065925024 -0.0007596352716987304 -0.0044807958223891378 0.0054098967081186219 0.0042955252900420829 0.0018484655592232563 0.0016969767132263842 0.00020076887619400037 -0.0045319731028174142 -0.00016952808260096557 -0.0051926299424608262
leaf_weight=8763.7188699245453 35.892243385314941 61.97684383392334 40.45652711391449 57.934391140937805 39.387816190719604 36.414074420928955 79.479756712913513 49.377752423286438 39.230571746826172 301.32758045196533 54.803404927253723
leaf_count=4360 19 30 33 13 15 16 34 30 32 167 31
internal_value=0 0.000627911 -0.000518525 0.0020122 0.000281764 -0.00109979 0.00326236 0.00201773 -0.00252889 -3.03048e-05 -0.000942511
internal_weight=0 440.15 240.759 199.391 200.302 111.537 137.414 88.7656 75.1228 9119.85 356.131
internal_count=4780 222 145 77 112 67 47 45 51 4558 198
is_linear=0
shrinkage=0.06


Tree=456
num_leaves=12
num_cat=0
split_feature=14 3 12 42 133 75 125 125 148 1 81
split_gain=0.0502556 0.169489 0.32681 0.227111 0.200721 0.291611 0.193898 0.223289 0.401458 0.255598 0.208377
threshold=0.00040826165059115743 0.00064626874518580746 0.0019071503775194289 0.0045489775948226461 0.0018488886416889729 0.001792412775103003 0.015200819820165636 0.0056525857653468856 0.0012357163941487672 0.00046126570669002836 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -3 -6 7 -1 -9 -10 -8
right_child=-2 4 3 -5 5 -7 10 8 9 -11 -12
leaf_value=0.00012596673910273383 -0.00010072345594571298 -0.00018908100699847891 -0.0059822678554958706 -0.00038639006774377345 0.0052821496148311928 0.00095983021435310108 0.0012013354980303097 0.0056146969220373264 0.0025922689495359954 -0.0044804363408298391 -0.0035999881875963822
leaf_weight=2490.0141075849533 6223.6228855848312 192.08535718917847 53.942036151885986 50.603707790374756 83.67945384979248 171.06182265281677 49.013165831565857 74.915472984313965 40.613771557807922 33.622625946998596 96.825425148010254
leaf_count=952 3374 119 44 31 34 95 16 20 16 24 55
internal_value=0 0.000187888 1.97217e-05 -0.00327367 0.00127539 0.00237966 0.000143352 0.000261039 0.002516 -0.000611051 -0.00198637
internal_weight=0 3336.38 2889.55 104.546 446.827 254.741 2785 2639.17 149.152 74.2364 145.839
internal_count=4780 1406 1158 75 248 129 1083 1012 60 40 71
is_linear=0
shrinkage=0.06


Tree=457
num_leaves=12
num_cat=0
split_feature=29 117 1 79 45 142 68 0 33 137 42
split_gain=0.0498985 0.16515 0.235816 0.328164 0.230581 0.286741 0.327532 0.235108 0.227483 0.186629 0.152262
threshold=0.0027679565828293566 0.0012357163941487672 0.00046126570669002836 0.0016846025246195497 0.017188700847327713 0.00096484774257987748 0.011169348377734424 0.0026833302108570938 0.0013146653072908523 0.00044738779251929378 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 9 5 -2 7 -7 -5 -4 -1
right_child=1 -3 3 8 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00062074302930990714 0.0036817365873745723 -7.180333313397702e-06 0.0056112215523783501 -0.0022215774349611814 -0.0032599253074950484 -0.0043507480033144405 0.0041028149352712014 0.00026613728008449683 0.0030517222376987424 0.0015654714973741999 0.00024479815120410881
leaf_weight=1527.3469479084015 82.271205186843872 5983.0099985599518 101.00007343292236 73.375028729438782 65.31517219543457 70.740824699401855 43.587513327598572 90.513355016708374 49.195459127426147 69.150282740592957 1404.4939713478088
leaf_count=893 26 2866 31 53 43 44 15 43 23 29 714
internal_value=0 9.11675e-05 0.00100323 0.00226191 -4.2212e-05 0.000689784 -0.000511883 -0.00175925 -0.000105061 0.003967 -0.000206107
internal_weight=0 6628.16 645.149 292.721 352.428 287.113 204.842 161.254 122.57 170.15 2931.84
internal_count=4780 3173 307 136 171 128 102 87 76 60 1607
is_linear=0
shrinkage=0.06


Tree=458
num_leaves=12
num_cat=0
split_feature=114 40 63 128 79 29 79 12 3 85 40
split_gain=0.0483708 0.133584 0.125194 0.11743 0.107469 0.19256 0.0973739 0.153485 0.290269 0.15181 0.12822
threshold=0.011169348377734424 0.022641776129603389 0.00017767510871635753 0.028884131461381916 0.00096484774257987748 0.0027679565828293566 0.020035739988088611 0.015200819820165636 0.0027679565828293566 0.00093549740267917525 0.022641776129603389
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 6 5 -2 7 10 -9 -8 -1
right_child=1 2 -4 -5 -6 -7 9 8 -10 -11 -12
leaf_value=4.1072547237414958e-05 -0.00026066705375660606 0.005133959327139297 0.001044292116840925 -0.002335139875598365 -0.00026852023511393007 0.0041210745982210749 -0.0024995644920628359 0.0043161436725711747 -0.00020994714780429031 4.7451268094893403e-05 -0.00093222656501410026
leaf_weight=7540.1082668304443 87.904199838638306 36.935905456542969 99.641922473907471 79.687098860740662 574.06160068511963 61.272719502449036 143.59402239322662 85.427240252494812 126.61294054985046 203.82307982444763 520.93083560466766
leaf_count=3427 58 13 71 65 434 26 100 32 93 132 329
internal_value=0 0.000429314 0.0021503 -4.2428e-05 0.00010432 0.00153908 -2.12344e-05 2.00893e-05 0.00161353 -0.00100528 -2.18252e-05
internal_weight=0 859.816 136.578 8700.18 723.239 149.177 8620.5 8273.08 212.04 347.417 8061.04
internal_count=4780 602 84 4178 518 84 4113 3881 125 232 3756
is_linear=0
shrinkage=0.06


Tree=459
num_leaves=12
num_cat=0
split_feature=43 80 24 12 126 37 44 149 3 4 69
split_gain=0.0503715 0.152528 0.287643 0.336202 0.251877 0.168366 0.183353 0.161424 0.265838 0.333027 0.259518
threshold=0.00085274505545385193 0.00042089859198313212 0.00060774214216507982 0.0022272822679951791 0.00062670491752214741 0.00038414125447161501 0.0020932231564074759 0.0030382014811038975 0.00038414125447161501 0.00747153488919139 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7 8 9 10 -3
right_child=1 7 4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00013804161963756111 -0.0043285178366390866 -0.0049784795658763779 0.0032136891750954807 0.0026439328723172131 -0.0011378274538482382 -0.001438685974702935 0.002915737838259659 -0.00010619343946399286 -0.00011984462381707106 0.0026673886023780265 -0.00070196179744645454
leaf_weight=4769.0470374822617 73.532273173332214 145.86363983154297 221.25084614753723 37.640029788017273 106.45077478885651 75.98418390750885 64.246461272239685 3575.1808034181595 375.24948906898499 36.935905456542969 78.618387937545776
leaf_count=2626 36 95 64 17 56 38 25 1522 241 13 47
internal_value=0 -0.00013741 0.000775593 -0.00196783 0.00142738 0.00218279 0.000556287 -0.000262943 -0.00114316 -0.00261208 -0.00348075
internal_weight=0 4790.95 579.105 111.172 467.932 361.481 140.231 4211.85 636.667 261.418 224.482
internal_count=4780 2154 236 53 183 127 63 1918 396 155 142
is_linear=0
shrinkage=0.06


Tree=460
num_leaves=12
num_cat=0
split_feature=29 140 58 93 63 149 73 77 146 27 140
split_gain=0.0490959 0.188402 0.253861 0.205689 0.127007 0.0722946 0.306395 0.317622 0.465705 0.351449 0.277547
threshold=0.074787221848964705 0.02636832278221846 0.004017772153019906 0.0048403022810816774 0.0011615398107096555 0.00042089859198313212 0.00060774214216507982 0.00068727668258361529 0.011519505176693203 0.0026012937305495147 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 -2 6 7 10 9 -9 -1
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=0.0016803647690380532 0.00062158552047097764 -0.0017965230279818392 -0.0042364909777919393 0.0030725443767987541 0.0044047543739061485 6.8319594711655079e-05 0.00020792336809057779 -0.005397351823330775 0.000476054245791518 -0.0013699988906459681 -0.0019076238520586107
leaf_weight=185.90548264980316 64.246461272239685 56.733484625816345 48.15179705619812 69.48982048034668 63.542336940765381 7083.8566743135452 1389.6183111667633 173.35648894309998 150.03828811645508 141.82118713855743 133.23949956893921
leaf_count=66 25 36 29 19 21 3370 880 114 71 78 71
internal_value=0 0.000752624 -0.000529933 0.000884049 0.00250275 -2.45647e-05 -0.000327226 -0.00127533 -0.00227536 -0.00358516 0.000182419
internal_weight=0 302.164 174.375 126.223 127.789 9257.84 2173.98 784.361 465.216 315.178 319.145
internal_count=4780 130 84 55 46 4650 1280 400 263 192 137
is_linear=0
shrinkage=0.06


Tree=461
num_leaves=12
num_cat=0
split_feature=44 72 96 51 65 113 148 47 132 34 114
split_gain=0.046214 0.132421 0.188318 0.162172 0.116046 0.0947384 0.0833688 0.176886 0.267959 0.160973 0.155223
threshold=0.04673989117145539 0.0012357163941487672 0.0018488886416889729 0.0011261500185355546 0.00043393640953581786 0.0038949446752667431 0.041476719081401832 0.0020292587578296666 0.00070876078098081063 0.021960759535431865 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 -2 5 -4 -1 9 -9 -8 -10
right_child=1 2 4 -5 -6 -7 7 8 10 -11 -12
leaf_value=1.4524974281913098e-05 -0.0039023310325540625 0.0032278097711088811 -0.0004259895749419442 0.00077495074258336172 -0.0011743235104131541 0.002391331731228036 -0.00067273337463262604 -0.0029928491299223217 0.003269196247248557 0.0029862387229113814 -0.00087636190451747403
leaf_weight=8509.6566689014435 48.15179705619812 105.90389490127563 72.306317806243896 59.864470839500427 118.52803516387939 105.90389490127563 109.44956541061401 199.28384494781494 45.517593026161194 71.602193474769592 113.83155584335327
leaf_count=4211 29 35 35 18 59 35 79 142 20 31 86
internal_value=0 0.000555332 0.00105577 -0.0013101 0.000280582 0.00124824 -3.13376e-05 -0.000754491 -0.00152629 0.000774314 0.000307804
internal_weight=0 510.658 402.642 108.016 296.738 178.21 9049.34 539.685 358.633 181.052 159.349
internal_count=4780 211 164 47 129 70 4569 358 248 110 106
is_linear=0
shrinkage=0.06


Tree=462
num_leaves=12
num_cat=0
split_feature=40 17 91 10 121 107 66 43 79 136 85
split_gain=0.0504443 0.167059 0.285113 0.15831 0.143525 0.153221 0.250316 0.328223 0.209479 0.189786 0.1915
threshold=0.00060774214216507982 0.0038949446752667431 0.0035485138650983576 0.037906534969806678 0.16240125149488452 0.048151826485991485 0.00017767510871635753 0.00075379351619631063 0.00096484774257987748 0.0017376682371832433 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 8 7 -7 9 10 -1
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00084985604629613703 -8.1041270176543205e-05 -0.0041274876951279326 0.0018837676933095356 -0.00066834459568033706 -0.0017222630461013438 6.2449698510459527e-05 0.0020355822987089562 -0.007835637802884609 -0.00015749801434296567 0.0043036073375332436 0.0035651185603754478
leaf_weight=986.91492450237274 7103.872741818428 77.574725866317749 44.81346869468689 446.43699824810028 92.078848123550415 42.543851256370544 49.013165831565857 34.14445698261261 508.0743043422699 71.237606883049011 103.29473972320557
leaf_count=322 3770 53 16 210 34 21 16 21 250 17 50
internal_value=0 0.000234396 -0.00192642 0.000347716 0.000588062 0.000706561 -0.00131356 -0.00345407 0.00085866 0.00130318 0.00110712
internal_weight=0 2456.13 122.388 2333.74 1887.3 1795.22 125.701 76.6883 1669.52 1161.45 1090.21
internal_count=4780 1010 69 941 731 697 58 42 639 389 372
is_linear=0
shrinkage=0.06


Tree=463
num_leaves=12
num_cat=0
split_feature=29 4 79 42 31 39 88 128 33 139 20
split_gain=0.0492613 0.151178 0.297372 0.125599 0.25411 0.234162 0.231794 0.306711 0.212512 0.196651 0.334592
threshold=0.0027679565828293566 0.0023699469165876512 0.0019672545604407792 0.0020932231564074759 0.00052132029668428015 0.00093549740267917525 0.0023699469165876512 0.0012745757703669371 0.00093549740267917525 0.00093549740267917525 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 6 7 -5 -1 10 -10
right_child=-2 2 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.00015245846452681717 9.0583435465182383e-05 0.0035392440192082235 -0.0004021206272801136 -0.00037685104261509671 0.0011067293226209455 -0.0023064516287700917 -0.0021553568179529729 0.00321041755790626 -0.002675355334576043 0.0012739378542543931 0.0025818945078683133
leaf_weight=851.47400271892548 6628.1589130163193 110.80771636962891 182.27771425247192 266.4289014339447 516.86333405971527 212.92659842967987 128.70026469230652 126.56284284591675 416.56738495826721 70.558531403541565 48.673628091812134
leaf_count=489 3173 39 111 94 288 136 81 45 261 37 26
internal_value=0 -0.000204786 0.001088 -0.000348376 8.74511e-05 -0.000629693 5.46694e-05 0.000778427 -0.000741543 -0.0016777 -0.00212534
internal_weight=0 2931.84 293.085 2638.76 1251.48 734.619 521.692 392.992 1387.27 535.8 465.241
internal_count=4780 1607 150 1457 644 356 220 139 813 324 287
is_linear=0
shrinkage=0.06


Tree=464
num_leaves=12
num_cat=0
split_feature=35 115 115 46 131 106 9 106 85 72 50
split_gain=0.0490739 0.187803 0.266444 0.262668 0.225593 0.21727 0.253003 0.179796 0.168502 0.259911 0.301627
threshold=0.0048403022810816774 0.0011980500421486797 0.0010263677686452868 0.00017767510871635753 0.00082683752407319855 0.0026012937305495147 0.00073092587990686308 0.0084566329605877417 0.00039601318712811922 0.0042751494329422721 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -7 9 -3 -11
right_child=1 8 -4 4 -6 7 -8 -9 -10 10 -12
leaf_value=-8.7381387197735485e-05 -0.0027251789411062047 0.00019170546029455824 0.004631255489542992 -0.0027335701534104708 -0.00072230858205448562 0.004889551443178832 0.0024329145357011106 0.0014007983422165142 0.00025692966480285164 -0.0015500747032072553 -0.0075244319266351938
leaf_weight=6764.8689365386963 71.262655735015869 313.71932971477509 68.967989444732666 60.933181762695312 157.57631361484528 110.62542307376862 77.549677014350891 102.40832209587097 1585.7210721969604 210.81422543525696 35.552705645561218
leaf_count=3216 41 136 22 36 84 32 29 39 992 124 29
internal_value=0 0.000211483 0.00110554 0.000686556 0.00116413 0.00200977 0.000159634 0.00321246 -5.90599e-05 -0.000953692 -0.00241222
internal_weight=0 2795.13 649.324 580.356 509.093 351.517 138.483 213.034 2145.81 560.086 246.367
internal_count=4780 1564 283 261 220 136 65 71 1281 289 153
is_linear=0
shrinkage=0.06


Tree=465
num_leaves=12
num_cat=0
split_feature=99 70 23 78 150 75 119 143 135 5 71
split_gain=0.0505434 0.197926 0.26076 0.240598 0.185482 0.492188 0.218406 0.201432 0.263083 0.232728 0.464345
threshold=0.0046923852059990176 0.0030382014811038975 0.013860232196748258 0.0068083447404205808 0.0053125319536775359 0.0020932231564074759 0.00042089859198313212 0.00017767510871635753 0.00039601318712811922 0.00075379351619631063 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 7 6 -6 -2 9 10 -9
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-8.68296137254581e-05 0.0032794907210868681 -0.0012372473621533678 -0.0026621121159901904 0.00098670072279908412 0.0046916378854252204 -0.0017258550536204929 0.00051164371419153306 -0.0011599633416845853 0.0010516904854482654 -0.0019701017515681308 0.0025460398981704403
leaf_weight=6847.5478746891022 77.549677014350891 320.39598643779755 166.34029448032379 386.23298966884613 154.21293640136719 93.851683378219604 63.542336940765381 340.5581521987915 638.81179547309875 281.55505013465881 189.40105545520782
leaf_count=3465 29 162 98 202 47 56 21 199 271 168 62
internal_value=0 0.0002192 -0.000524794 -2.16701e-05 0.00057228 0.0019064 0.00347189 0.000300189 0.000140884 -0.000576089 0.000164518
internal_weight=0 2712.45 872.969 706.629 1839.48 311.607 217.755 1527.88 1450.33 811.514 529.959
internal_count=4780 1315 462 364 853 124 68 729 700 429 261
is_linear=0
shrinkage=0.06


Tree=466
num_leaves=12
num_cat=0
split_feature=103 46 46 91 129 92 71 127 129 96 125
split_gain=0.0492942 0.196222 0.219115 0.0680265 0.0633908 0.129653 0.146414 0.131079 0.251166 0.203912 0.171796
threshold=0.016164712607860569 0.0045489775948226461 0.015200819820165636 0.00057154725072905432 0.0044099434744566688 0.055838862434029586 0.15819545835256579 0.0098710241727530974 0.007706565549597145 0.0026833302108570938 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 6 7 9 -9 -6 -11
right_child=1 2 -4 -5 5 -7 -8 8 -10 10 -12
leaf_value=-0.00010286813830867418 0.0036162754937472401 0.00089369857727764372 -0.0041224739839266274 0.0011844142897897798 -0.00034256015887632762 -0.0016165758180285818 0.0034550438263992182 0.0057147829867355039 -0.00037426921658077577 0.0021566321472622249 6.8914318542878e-05
leaf_weight=7434.1473228931427 60.908132910728455 81.045249819755554 51.12553882598877 129.35429131984711 962.43201220035553 119.43950164318085 55.66477370262146 45.517593026161194 52.533787488937378 278.03442847728729 289.79719996452332
leaf_count=3505 12 25 28 37 672 94 18 20 36 148 185
internal_value=0 0.000729255 -0.00104663 0.00196292 -2.54543e-05 0.000293665 0.000429152 0.000325711 0.0024524 0.000189443 0.00109115
internal_weight=0 322.433 132.171 190.262 9237.57 1803.42 1683.98 1628.32 98.0514 1530.26 567.832
internal_count=4780 102 53 49 4678 1173 1079 1061 56 1005 333
is_linear=0
shrinkage=0.06


Tree=467
num_leaves=12
num_cat=0
split_feature=90 59 59 82 132 18 36 92 99 43 21
split_gain=0.0472165 0.119765 0.203668 0.114708 0.106838 0.0788682 0.0662848 0.0644358 0.225 0.206814 0.146193
threshold=0.0016331639490090313 0.0038949446752667431 0.0014427106943912806 0.0022975050378590827 0.00055427959887310873 0.00096484774257987748 0.00037263428384903824 0.0020932231564074759 0.11759182065725328 0.11438806727528573 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -3 -4 -1 9 -9 -10
right_child=1 5 6 -5 -6 -7 -8 8 10 -11 -12
leaf_value=-0.00017914004416164523 -0.0052943963459004852 -0.0032470728531242502 0.0015656835899496685 0.001207631417935335 -0.00010873214671141438 0.00041080019611503769 0.0043506135181064238 0.00023978423615461417 -0.0012835054948974705 -0.0039388454588175211 -0.0066854356076633467
leaf_weight=4768.9036957025528 24.519107341766357 39.230571746826172 56.368898034095764 81.409836411476135 34.3267502784729 46.221717357635498 67.742034077644348 4312.2374188899994 60.229057431221008 43.065682291984558 25.745062708854675
leaf_count=2321 20 32 22 39 28 24 21 2202 32 18 21
internal_value=0 0.000684198 0.00131538 -0.000251207 -0.00226943 -0.0012685 0.00308575 -2.5987e-05 0.000138464 0.000198466 -0.00290112
internal_weight=0 349.819 264.367 140.256 58.8459 85.4523 124.111 9210.18 4441.28 4355.3 85.9741
internal_count=4780 186 130 87 48 56 43 4594 2273 2220 53
is_linear=0
shrinkage=0.06


Tree=468
num_leaves=12
num_cat=0
split_feature=62 70 149 24 148 140 34 3 92 29 61
split_gain=0.0451423 0.183781 0.219479 0.205885 0.204675 0.155743 0.193534 0.158935 0.145297 0.143822 0.307796
threshold=0.0005375427135732026 0.00082683752407319855 0.028020657598972324 0.0049928687512874612 0.0016331639490090313 0.011880517937242987 0.015200819820165636 0.00073092587990686308 0.00055427959887310873 0.007706565549597145 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 7 -7 -2 -6 -3 -11
right_child=1 9 4 -5 8 6 -8 -9 -10 10 -12
leaf_value=9.0984749929955329e-05 -0.0052867947198442901 0.00040144044574445413 -0.0027450194506094556 -0.0044549753001926901 -0.00081411350483840544 0.001076068574204216 -0.0036688002563437785 -0.00099251890068295548 0.0025167675182196769 -0.0020113528124085438 0.00027213950896343202
leaf_weight=6429.1506054401398 53.759742856025696 1553.9352818727493 61.794550538063049 92.468483567237854 77.549677014350891 131.64895761013031 40.45652711391449 73.375028729438782 120.25077271461487 330.54316711425781 595.06703770160675
leaf_count=3295 37 716 23 72 29 56 33 53 33 160 273
internal_value=0 -0.000186836 -0.00108378 -0.00198043 0.000269195 -0.00121577 -3.92992e-05 -0.00280838 0.00121086 4.87649e-05 -0.000543315
internal_weight=0 3130.85 651.304 391.709 259.595 299.24 172.105 127.135 197.8 2479.55 925.61
internal_count=4780 1485 336 251 85 179 89 90 62 1149 433
is_linear=0
shrinkage=0.06


Tree=469
num_leaves=12
num_cat=0
split_feature=37 150 124 23 79 40 7 19 121 112 30
split_gain=0.0520633 0.290488 0.245787 0.261857 0.329101 0.249517 0.37325 0.228406 0.353317 0.290791 0.188951
threshold=0.0011261500185355546 0.0068083447404205808 0.0022272822679951791 0.036783467978239066 0.00068727668258361529 0.00047558375808876013 0.00017767510871635753 0.0034400182776153092 0.00064626874518580746 0.00093549740267917525 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 8 -7 -9 -3
right_child=1 10 -4 4 -6 6 -8 9 -10 -11 -12
leaf_value=-9.6879989811116159e-05 0.0014598050568833138 0.0021815682992666415 0.00051537595319993532 0.0040167737520019871 -0.0018769538399972857 -0.0028296775108250507 -0.00055546452925223924 -0.0037059369269057665 -0.0092682402389275206 0.0015325554428139193 0.00020665240268562688
leaf_weight=6464.9997024536133 129.01475358009338 380.02806627750397 1157.9628444910049 87.175026655197144 56.029360294342041 98.051380515098572 662.70192503929138 91.76435923576355 44.656224250793457 65.290123343467712 322.32606613636017
leaf_count=3105 47 125 739 30 32 56 359 68 33 19 167
internal_value=0 0.000202368 -0.000112569 -0.000701495 0.00171083 -0.001018 -0.00135014 -0.00310697 -0.00484444 -0.00152821 0.00127524
internal_weight=0 3095 2392.65 1234.68 143.204 1091.48 962.464 299.762 142.708 157.054 702.354
internal_count=4780 1675 1383 644 62 582 535 176 89 87 292
is_linear=0
shrinkage=0.06


Tree=470
num_leaves=12
num_cat=0
split_feature=93 25 51 15 45 70 91 71 148 40 95
split_gain=0.0476234 0.201603 0.204538 0.166058 0.322354 0.173597 0.171058 0.168269 0.268188 0.221777 0.166171
threshold=0.030689206905663017 0.0045489775948226461 0.0013560238294303419 0.016668972559273246 0.004017772153019906 0.0035485138650983576 0.00087947337306104611 0.037906534969806678 0.0020292587578296666 0.0031340263085439806 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 -2 8 -5 -10 -8
right_child=1 2 -4 7 5 -7 10 -9 9 -11 -12
leaf_value=-5.4644939108133672e-05 0.00093912991993203411 -0.00023682393916169358 -0.0056146263583104553 0.00049207674619663772 0.0035321913177731178 0.00091820537540526878 -0.0033354311809587838 0.00099357281267798835 -0.0066005903140158723 -0.00081982149353458645 9.513182400891439e-06
leaf_weight=8195.4016054868698 322.22587072849274 73.167686581611633 39.048278450965881 95.913958668708801 199.70548057556152 168.74210751056671 83.67945384979248 137.57139229774475 52.873325228691101 43.587513327598572 148.0831595659256
leaf_count=4400 71 22 25 20 43 52 34 30 26 15 42
internal_value=0 0.000328182 -0.00210816 0.000546484 0.000959689 0.00233503 4.49714e-05 -0.00060872 -0.00175455 -0.00398845 -0.0011982
internal_weight=0 1364.6 112.216 1252.38 922.436 368.448 553.988 329.946 192.375 96.4608 231.763
internal_count=4780 380 47 333 242 95 147 91 61 41 76
is_linear=0
shrinkage=0.06


Tree=471
num_leaves=12
num_cat=0
split_feature=98 117 98 12 110 127 92 121 38 32 8
split_gain=0.0486187 0.259435 0.217147 0.246904 0.325971 0.269117 0.249667 0.333201 0.232529 0.209078 0.208913
threshold=0.0026833302108570938 0.0012357163941487672 0.012636432424187662 0.024810968898236755 0.0012745757703669371 0.017188700847327713 0.00043393640953581786 0.012636432424187662 0.0030382014811038975 0.0058306583669036635 0.014293605927377941
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 5 -3 7 -6 -8 -4 -1
right_child=1 2 9 -5 6 -7 8 -9 -10 -11 -12
leaf_value=2.2979392681075714e-05 0.0012973958073910935 -0.0018789799903464624 1.0194804520019212e-05 0.0032846648610714369 -0.00063710870370472497 0.0015401718072690941 0.00056829852947944961 -0.0062480396974211733 -0.0039316646895948071 0.0026644613648323448 0.0015307929499204554
leaf_weight=4176.4319105148315 420.84917998313904 924.16995596885681 2303.2222073078156 54.803404927253723 166.83707666397095 91.035186052322388 858.54724621772766 49.377752423286438 43.430268883705139 112.03367173671722 359.26197159290314
leaf_count=2355 172 562 875 31 71 40 392 30 32 40 180
internal_value=0 -0.000128561 -0.000258922 -0.000691859 -0.000794009 -0.00157238 -8.73281e-05 -0.0019185 0.000351625 0.000133315 0.00014241
internal_weight=0 5024.31 4603.46 2188.2 2133.4 1015.21 1118.19 216.215 901.978 2415.26 4535.69
internal_count=4780 2245 2073 1158 1127 602 525 101 424 915 2535
is_linear=0
shrinkage=0.06


Tree=472
num_leaves=12
num_cat=0
split_feature=14 92 118 82 118 11 143 51 4 119 33
split_gain=0.048144 0.189881 0.358947 0.184507 0.277374 0.204613 0.193611 0.26203 0.197726 0.291532 0.25619
threshold=0.00040826165059115743 0.013860232196748258 0.00064626874518580746 0.0020292587578296666 0.0038949446752667431 0.027182282879948619 0.016668972559273246 0.0038949446752667431 0.0019672545604407792 0.00042089859198313212 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 8 -8 -5 10 -10
right_child=-2 2 -4 6 -6 -7 7 -9 9 -11 -12
leaf_value=0.00078306558310888843 -9.8584632589463779e-05 -0.00010036060483956085 0.002926383660100079 -4.6663784674186714e-05 -0.0017380974249625936 -0.0019870958180506189 -0.0076039092808926137 -0.00014004664349236837 -0.004071505364474288 -0.006792229545383506 0.0015769571985373382
leaf_weight=1486.6148834228516 6223.6228855848312 335.60423302650452 243.31804275512695 736.9953715801239 205.54581737518311 102.61566424369812 33.100794911384583 34.666288018226624 51.12553882598877 40.274233818054199 66.51607871055603
leaf_count=596 3374 147 82 286 106 70 27 18 28 26 20
internal_value=0 0.000183898 0.00117176 -2.35024e-05 0.000335948 0.000604198 -0.000693646 -0.00378577 -0.000459496 -0.00238619 -0.000877792
internal_weight=0 3336.38 578.922 2757.45 1794.78 1589.23 962.678 67.7671 894.911 157.916 117.642
internal_count=4780 1406 229 1177 772 666 405 45 360 74 48
is_linear=0
shrinkage=0.06


Tree=473
num_leaves=12
num_cat=0
split_feature=44 123 93 105 140 105 45 9 148 24 63
split_gain=0.0457279 0.13507 0.149606 0.108048 0.0903811 0.087284 0.136792 0.0891192 0.0648525 0.182799 0.179795
threshold=0.04673989117145539 0.00038414125447161501 0.0070226341485977182 0.0028552538715302949 0.0060143163427710542 0.0019672545604407792 0.0022975050378590827 0.00062670491752214741 0.041476719081401832 0.0049928687512874612 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 -4 -3 -2 -7 -8 -1 10 -10
right_child=1 4 3 -5 -6 6 7 -9 9 -11 -12
leaf_value=9.2777892721658376e-06 -0.00068453523858823457 0.00055674117908724723 5.3830136287902355e-05 -0.0029893909374116619 0.003944937048895189 0.0041025061711161487 0.0019599661074512381 -0.0017693532513478319 -0.00071750137688837571 -0.0024156693267085336 0.002277484844991468
leaf_weight=8509.6566689014435 72.306317806243896 52.873325228691101 93.122510194778442 76.506014943122864 61.090426206588745 59.342639803886414 56.368898034095764 39.048278450965881 289.45766222476959 154.10578966140747 96.12130081653595
leaf_count=4211 35 26 28 35 19 21 22 25 195 112 51
internal_value=0 0.000552403 2.93794e-05 -0.00131873 0.00237299 0.00103647 0.00184056 0.000433789 -3.11724e-05 -0.000668983 2.91212e-05
internal_weight=0 510.658 396.695 169.629 113.964 227.066 154.76 95.4172 9049.34 539.685 385.579
internal_count=4780 211 166 63 45 103 68 47 4569 358 246
is_linear=0
shrinkage=0.06


Tree=474
num_leaves=12
num_cat=0
split_feature=37 15 75 4 73 60 86 52 125 27 78
split_gain=0.0482386 0.190726 0.338436 0.252698 0.325003 0.274315 0.210969 0.21416 0.200543 0.304024 0.164455
threshold=0.0011261500185355546 0.0098710241727530974 0.00042089859198313212 0.0032328735105693345 0.00042089859198313212 0.010829726699739696 0.0017376682371832433 0.0037758676335215573 0.00017767510871635753 0.00064626874518580746 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -3 -8 9 -4 -10
right_child=1 6 8 -5 5 -7 7 -9 10 -11 -12
leaf_value=-9.3253638200958209e-05 -0.0012232971080993619 0.0011088648009719359 0.0069163210569243051 0.0015765622084173206 -0.007941466493840971 -0.0012242480298469574 0.0017333581918873159 -0.0028277238431604072 0.0019261967769835968 0.00017872544020183844 -0.00018513359382786853
leaf_weight=6464.9997024536133 210.7891765832901 1026.7675226926804 39.387816190719604 65.472416639328003 59.367688655853271 34.666288018226624 57.255315661430359 105.06757497787476 148.10820841789246 62.15913712978363 1285.9589848518372
leaf_count=3105 100 447 15 26 45 18 33 72 66 37 816
internal_value=0 0.000194793 -0.00017724 -0.00180543 -0.00253184 -0.00546512 0.000791099 -0.00121892 0.000215379 0.00279209 3.29213e-05
internal_weight=0 3095 1905.91 370.296 304.823 94.034 1189.09 162.323 1535.61 101.547 1434.07
internal_count=4780 1675 1123 189 163 63 552 105 934 52 882
is_linear=0
shrinkage=0.06


Tree=475
num_leaves=12
num_cat=0
split_feature=99 70 20 88 106 99 89 117 40 102 11
split_gain=0.0487081 0.179702 0.218493 0.215322 0.286318 0.293457 0.25915 0.235067 0.37349 0.212067 0.211118
threshold=0.0046923852059990176 0.0030382014811038975 0.0042751494329422721 0.0010918468469753864 0.0035485138650983576 0.023343417793512348 0.00075379351619631063 0.0042751494329422721 0.0011980500421486797 0.0032328735105693345 0.020658296532928947
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 -7 -9 -8 -3
right_child=1 10 -4 6 -6 7 9 8 -10 -11 -12
leaf_value=-8.5238599815296159e-05 0.0014009868421476978 -0.00084435698038300231 -0.0018645187746156153 -0.0016241401736080839 0.0021791095672554213 0.00073829952077800794 0.0022444362364359427 -0.0077717535343657714 -0.00095517758308301089 -0.001317110441192105 0.001989330184972193
leaf_weight=6847.5478746891022 369.72364115715027 764.95300269126892 125.54422962665558 260.8961021900177 550.54300904273987 120.61535930633545 176.82701289653778 40.091940522193909 103.99886405467987 91.242528200149536 108.01626789569855
leaf_count=3465 144 415 75 158 199 47 86 19 54 71 47
internal_value=0 0.000215184 0.000551616 0.000728596 0.00117792 0.000309106 -0.00027796 -0.00121596 -0.00285183 0.0010322 -0.000493733
internal_weight=0 2712.45 1839.48 1713.94 1184.97 634.43 528.966 264.706 144.091 268.07 872.969
internal_count=4780 1315 853 778 463 264 315 120 73 157 462
is_linear=0
shrinkage=0.06


Tree=476
num_leaves=12
num_cat=0
split_feature=35 11 17 61 141 53 99 50 9 67 11
split_gain=0.0497853 0.139393 0.195924 0.170763 0.25535 0.195967 0.25577 0.178978 0.163817 0.152311 0.144777
threshold=0.0048403022810816774 0.00747153488919139 0.040252277627587325 0.0021592099219560628 0.0030382014811038975 0.00244467705488205 0.0022272822679951791 0.0028552538715302949 0.00087947337306104611 0.0010585968848317864 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 5 7 9 -7 -5 -9 -3 -2
right_child=1 3 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=-8.8012437170784189e-05 5.0975002247665452e-05 0.0028251417956628856 0.003121409828465991 -0.00073467864021876776 -0.0020622113243025778 0.0065101929435794088 0.00087278660913022116 0.0050668726953760259 0.00070109946315808323 -0.0017806790752246122 -0.0017301099072785338
leaf_weight=6764.8689365386963 2004.7723680734634 50.239121198654175 70.376238107681274 80.548467636108398 115.5793422460556 65.994247674942017 51.647369861602783 62.316381573677063 61.455012798309326 53.237911820411682 178.96443474292755
leaf_count=3216 1118 17 30 52 84 23 25 20 33 40 122
internal_value=0 0.000213011 5.42928e-06 0.00107788 0.000191651 0.00236002 0.00403524 0.00146661 0.00289918 0.000455492 -9.49908e-05
internal_weight=0 2795.13 2254.11 541.018 319.899 221.119 117.642 204.32 123.771 103.477 2183.74
internal_count=4780 1564 1270 294 189 105 48 105 53 57 1240
is_linear=0
shrinkage=0.06


Tree=477
num_leaves=12
num_cat=0
split_feature=98 98 148 27 92 42 146 106 44 129 33
split_gain=0.0461647 0.162819 0.316706 0.279535 0.222819 0.238847 0.292564 0.214686 0.229315 0.283477 0.191368
threshold=0.0026833302108570938 0.0022975050378590827 0.0028552538715302949 0.0011980500421486797 0.037906534969806678 0.049604203552007682 0.0051502294372767219 0.016668972559273246 0.0020932231564074759 0.00077738583786413084 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 -7 8 9 -6 -5
right_child=-2 2 3 10 7 6 -8 -9 -10 -11 -12
leaf_value=-0.00023443590569570421 -0.00012527401237012181 -0.0023628396581001423 0.0060659344246752015 -0.002176808459663697 0.0035265268662174358 0.0006914841979908233 0.0060374142033266963 -0.0025094433945769602 -0.0011079287608273577 -5.6451673320472022e-05 0.0024804721957493621
leaf_weight=3525.1532192230225 5024.3059501647949 59.707226395606995 59.864470839500427 42.726144552230835 238.41422128677368 184.7045761346817 46.039424061775208 49.377752423286438 86.678244471549988 119.25720834732056 123.77139437198639
leaf_count=2043 2245 35 18 28 78 89 17 30 57 87 53
internal_value=0 0.000138769 0.00152432 0.00254963 4.54993e-05 -0.000112022 0.00175814 0.0012438 0.00166087 0.00233187 0.00128533
internal_weight=0 4535.69 286.069 226.362 4249.62 3755.9 230.744 493.727 444.35 357.671 166.498
internal_count=4780 2535 134 99 2401 2149 106 252 222 165 81
is_linear=0
shrinkage=0.06


Tree=478
num_leaves=12
num_cat=0
split_feature=81 71 87 116 15 0 81 124 98 117 12
split_gain=0.0470052 0.258009 0.194702 0.125814 0.0983621 0.0895222 0.287608 0.101068 0.0766353 0.181973 0.187405
threshold=0.027182282879948619 0.010829726699739696 0.0026833302108570938 0.0049928687512874612 0.0032328735105693345 0.055838862434029586 0.0035485138650983576 0.0012745757703669371 0.0026833302108570938 0.0015833032084628942 0.024810968898236755
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 -2 8 -7 -8 -1 -10 -11
right_child=1 2 -4 -5 -6 6 7 -9 9 10 -12
leaf_value=0.00017772221600151106 -0.0010139599139202884 0.0037331961232004254 -0.00027098245628874433 0.00063130594966432556 -0.0048826678518899208 0.0028620564216294375 -0.0065729680697860322 -0.001768037319126283 0.00088977395436460769 -0.00034468235604691603 0.0032260935490090047
leaf_weight=4191.4578638076782 87.721906542778015 120.43306601047516 68.628451704978943 130.96988213062286 32.396670579910278 30.98842191696167 31.874839544296265 31.17071521282196 518.01414287090302 4262.7664223909378 53.577449560165405
leaf_count=2333 51 40 32 76 23 15 26 22 217 1915 30
internal_value=0 0.000605604 0.0022797 -0.000654935 -0.00205737 -2.92282e-05 -0.00187095 -0.00419733 -1.00405e-05 -0.000172834 -0.000300359
internal_weight=0 440.15 189.062 251.088 120.119 9119.85 94.034 63.0456 9025.82 4834.36 4316.34
internal_count=4780 222 72 150 74 4558 63 48 4495 2162 1945
is_linear=0
shrinkage=0.06


Tree=479
num_leaves=12
num_cat=0
split_feature=99 28 65 83 44 70 117 33 135 35 79
split_gain=0.0464893 0.134308 0.257548 0.230655 0.162726 0.153548 0.220553 0.212657 0.312984 0.431147 0.403579
threshold=0.0046923852059990176 0.00747153488919139 0.021960759535431865 0.0046923852059990176 0.0020932231564074759 0.0022272822679951791 0.12087306752800943 0.0011261500185355546 0.0037758676335215573 0.0042751494329422721 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 7 -7 -1 9 -9 -11
right_child=-2 3 -4 4 -6 6 -8 8 -10 10 -12
leaf_value=8.5583705465653339e-05 0.00021022554756191993 -0.0007826679608204716 -0.003721250050818982 0.0029399549672185447 2.6675812117060308e-05 0.00020088617227461507 0.0039719054415448176 -0.0019664884620462686 0.00036735201323136044 0.0057791802472910931 -0.00030419272540844767
leaf_weight=2182.0460654497147 2712.4519575834274 186.32016694545746 72.149073362350464 193.96533918380737 107.15489912033081 2030.5243821144104 57.412560105323792 969.81974458694458 609.20657336711884 43.587513327598572 395.36155712604523
leaf_count=1129 1315 128 52 76 60 978 16 541 240 15 230
internal_value=0 -8.32746e-05 -0.000156838 0.000876581 0.00190325 -0.00011594 0.000304579 -0.00032499 -0.000768945 -0.00126032 0.000299884
internal_weight=0 6847.55 6360.11 487.44 301.12 6287.96 2087.94 4200.02 2017.98 1408.77 438.949
internal_count=4780 3465 3201 264 136 3149 994 2155 1026 786 245
is_linear=0
shrinkage=0.06


Tree=480
num_leaves=12
num_cat=0
split_feature=93 8 118 142 105 109 47 109 109 121 42
split_gain=0.049988 0.180153 0.227217 0.159985 0.171707 0.297828 0.33604 0.236375 0.136563 0.118193 0.27751
threshold=0.030689206905663017 0.014293605927377941 0.0084566329605877417 0.0056525857653468856 0.00099512818269431613 0.013032016810029747 0.0084566329605877417 0.0045489775948226461 0.0066005610860884198 0.076978169381618514 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 -2 6 7 -6 -5 -1 -11
right_child=1 -3 -4 8 5 -7 -8 -9 -10 10 -12
leaf_value=-1.6750871476991869e-05 0.00090917053880490884 -0.0025933468233498964 -0.002198615350132885 0.00016980744859574425 -0.0045195063257553866 -0.0047795889286079895 0.0024348265812278369 0.00077298629644562383 0.0026695297758416144 0.00037130076557802965 -0.0037975825612304127
leaf_weight=7959.4142460823059 549.05961382389069 71.602193474769592 103.451984167099 119.72894167900085 66.880665302276611 57.073022365570068 111.66908514499664 55.66477370262146 229.46794712543488 136.8923168182373 99.095042586326599
leaf_count=4300 119 31 33 36 34 26 26 18 57 50 50
internal_value=0 0.000336231 0.000498462 0.000733021 0.000284476 -0.000893036 5.40333e-05 -0.00211546 0.00181245 -5.59851e-05 -0.00137928
internal_weight=0 1364.6 1293 1189.54 840.347 291.288 234.215 122.545 349.197 8195.4 235.987
internal_count=4780 380 349 316 223 104 78 52 93 4400 100
is_linear=0
shrinkage=0.06


Tree=481
num_leaves=12
num_cat=0
split_feature=103 98 146 103 118 94 44 70 36 116 53
split_gain=0.0467385 0.145079 0.173608 0.0774144 0.191071 0.222435 0.242479 0.358849 0.20826 0.222748 0.223341
threshold=0.016164712607860569 0.0044099434744566688 0.0046923852059990176 0.00096484774257987748 0.00096484774257987748 0.0037758676335215573 0.0060143163427710542 0.0041444667149335155 0.00075379351619631063 0.0044099434744566688 0.0081988852471113222
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 8 7 -7 9 10 -5
right_child=1 2 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=4.5734474669152433e-05 0.0022971652205220918 0.00094471698345098857 -0.0028477882964559617 -0.0011022979965094218 0.00067305257007894026 -0.0067624230612289872 0.001569049008407873 0.0012984529281116831 -0.0044826808921009081 0.00058759100845104872 -0.0044085167667392393
leaf_weight=7930.3378063440323 126.19825625419617 131.28437101840973 64.950585603713989 281.14036583900452 383.57373678684235 36.074536681175232 204.81664419174194 44.291637659072876 76.348770499229431 181.36624777317047 99.616873621940613
leaf_count=4105 31 42 29 106 169 26 78 19 52 76 47
internal_value=0 0.000710098 -0.000310541 -2.47857e-05 -0.000452598 -0.000920056 0.000473123 -0.00231989 -0.00154234 -0.00114298 -0.0019673
internal_weight=0 322.433 196.235 9237.57 1307.23 923.655 285.183 80.3662 638.472 562.123 380.757
internal_count=4780 102 71 4678 573 404 123 45 281 229 153
is_linear=0
shrinkage=0.06


Tree=482
num_leaves=12
num_cat=0
split_feature=17 63 58 58 101 133 145 61 21 70 143
split_gain=0.0503733 0.481981 0.29323 0.224734 0.130793 0.112438 0.0635918 0.30277 0.283275 0.268524 0.19154
threshold=0.074787221848964705 0.0030382014811038975 0.0045489775948226461 0.0045489775948226461 0.0019071503775194289 0.0079489401541650313 0.00044738779251929378 0.0011615398107096555 0.0026012937305495147 0.00082683752407319855 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 5 -2 -3 7 8 9 -1 -11
right_child=1 3 -4 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=0.00026745164613302429 -0.0041342339567331521 0.0007527683604419299 -0.0079595962630345934 0.0035387499942355983 0.0011652499551614974 -0.003811893692096671 -4.6866219206280726e-05 -0.0012113932585414947 -0.0037547276569048662 0.0026448485334896847 -0.00078455718472335333
leaf_weight=708.84849584102631 33.622625946998596 53.055618524551392 40.45652711391449 79.297463417053223 33.440332651138306 30.648884177207947 7735.2035608291626 339.1499035358429 46.925841689109802 390.35754024982452 68.993038296699524
leaf_count=311 24 33 33 27 17 25 3915 191 28 130 46
internal_value=0 -0.000807082 -0.00392538 0.00124981 -0.00149169 -0.000918609 2.35032e-05 0.000373713 0.000816127 0.000999736 0.00212976
internal_weight=0 270.521 107.519 163.002 67.063 83.7045 9289.48 1554.27 1215.12 1168.2 459.351
internal_count=4780 159 74 85 41 58 4621 706 515 487 176
is_linear=0
shrinkage=0.06


Tree=483
num_leaves=12
num_cat=0
split_feature=44 3 50 10 42 87 77 95 15 96 99
split_gain=0.0456476 0.143648 0.197623 0.276739 0.46966 0.242491 0.19458 0.206707 0.182342 0.151006 0.168939
threshold=0.013439828064292671 0.00050559637020342063 0.021960759535431865 0.004017772153019906 0.0068083447404205808 0.00070876078098081063 0.00096484774257987748 0.020658296532928947 0.007706565549597145 0.0020932231564074759 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 5 -5 -4 8 -8 -2 -10 -11
right_child=1 -3 3 4 -6 -7 7 -9 9 10 -12
leaf_value=-6.3373243854334923e-05 0.0022740911651571937 0.0010280576238397379 -0.0034171402786720103 -0.0087556640496671487 -0.00089205725860840273 0.00084103662693621407 -0.0017679334074647698 0.0028039789700719723 -0.0019463529532939292 0.0022294941537933772 -0.0010899154294660564
leaf_weight=7749.4182430505753 244.54399812221527 602.44781875610352 62.680968165397644 41.682482481002808 79.479756712913513 207.6080926656723 205.38857293128967 43.065682291984558 92.443434715270996 140.20559632778168 91.035186052322388
leaf_count=3954 83 303 34 34 34 70 123 18 48 39 40
internal_value=0 0.000271242 -0.000106152 -0.00121456 -0.00359731 -0.000146449 0.000425131 -0.000975463 0.00103753 0.000103309 0.000922704
internal_weight=0 1810.58 1208.13 391.451 121.162 270.289 816.682 248.454 568.228 323.684 231.241
internal_count=4780 826 523 172 68 104 351 141 210 127 79
is_linear=0
shrinkage=0.06


Tree=484
num_leaves=12
num_cat=0
split_feature=37 150 25 84 103 76 69 78 23 87 140
split_gain=0.0451482 0.234318 0.27672 0.270606 0.214308 0.224661 0.222263 0.207002 0.206074 0.407828 0.376715
threshold=0.0011261500185355546 0.0068083447404205808 0.00042089859198313212 0.00093549740267917525 0.00055427959887310873 0.0020932231564074759 0.0005375427135732026 0.00068727668258361529 0.036783467978239066 0.00017767510871635753 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -3 -4 10 -10 -9
right_child=1 4 7 -5 5 -7 -8 8 9 -11 -12
leaf_value=-9.0217085956954018e-05 -0.0024703019650846197 -0.0039571630660356827 0.0026428233871633447 0.0010004685149465611 0.002765988394051587 -0.0013633857032121235 0.00064704873110475692 0.00031267256265459355 0.0050849291499559038 -0.0011757435857414785 -0.0018770873717268999
leaf_weight=6464.9997024536133 295.40514576435089 43.430268883705139 117.27703094482422 111.35459625720978 314.73794293403625 55.84706699848175 288.33885359764099 1361.0317022800446 80.523418784141541 70.036700367927551 357.01740300655365
leaf_count=3105 193 32 34 60 106 25 129 819 28 40 209
internal_value=0 0.00018845 -9.44041e-05 -0.00152014 0.00115202 0.00214369 4.43339e-05 0.000197623 4.41586e-05 0.00217262 -0.000142368
internal_weight=0 3095 2392.65 406.76 702.354 370.585 331.769 1985.89 1868.61 150.56 1718.05
internal_count=4780 1675 1383 253 292 131 161 1130 1096 68 1028
is_linear=0
shrinkage=0.06


Tree=485
num_leaves=12
num_cat=0
split_feature=29 45 143 26 25 108 108 30 78 143 99
split_gain=0.0451568 0.245046 0.206827 0.2127 0.180013 0.14847 0.267377 0.699712 0.235934 0.387964 0.365578
threshold=0.0027679565828293566 0.000490355829242617 0.002945306478068233 0.00055427959887310873 0.00042089859198313212 0.0016846025246195497 0.0013986918493174019 0.00044738779251929378 0.0015833032084628942 0.0063990866765379914 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 8 -8 -3 -10 -11
right_child=1 5 3 -5 -6 -7 7 -9 9 10 -12
leaf_value=-0.00019606953959056507 0.0010982439490068833 0.000989158766262958 -0.00047284265982096074 0.0034462718847917272 0.0045907178148167265 0.00010235590131988427 -0.0086717261589963675 -7.3034694514472821e-05 -0.003821481236558409 -0.0019004149192781959 0.0023969191288629311
leaf_weight=2931.8409192562103 110.62542307376862 311.08512568473816 241.25576746463776 62.838212609291077 102.22602880001068 5225.7773146629333 52.011956453323364 98.755504846572876 136.42058348655701 155.8535760641098 131.30941987037659
leaf_count=1607 32 127 118 17 32 2471 39 60 101 110 66
internal_value=0 8.67277e-05 0.00134108 0.000337006 0.00277557 -1.93777e-05 -0.00073784 -0.00303942 -0.000265514 -0.00118696 6.4603e-05
internal_weight=0 6628.16 516.945 304.094 212.851 6111.21 885.436 150.767 734.669 423.584 287.163
internal_count=4780 3173 199 135 64 2974 503 99 404 277 176
is_linear=0
shrinkage=0.06


Tree=486
num_leaves=12
num_cat=0
split_feature=14 116 116 67 149 1 20 80 46 10 146
split_gain=0.0499202 0.150646 0.242105 0.245666 0.270443 0.338323 0.367842 0.268976 0.35193 0.221989 0.29137
threshold=0.00040826165059115743 0.0044099434744566688 0.00017767510871635753 0.00017767510871635753 0.0048403022810816774 0.0013986918493174019 0.0010263677686452868 0.029773407615721229 0.0033348383149132137 0.0011615398107096555 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 9 7 8 -7 -4 -11
right_child=-2 -3 3 -5 -6 6 -8 -9 -10 10 -12
leaf_value=0.00074494876367279313 -0.00010038674652559941 0.00085898037141363831 -0.0052743661279916181 -0.0034099810414191874 0.00043235707043702738 0.0014423258289589735 0.0036295617956877964 0.0022159184713895111 -0.0061884599798653394 -0.00096522047568796648 -0.0061635733740751297
leaf_weight=876.10720813274384 6223.6228855848312 883.61323344707489 70.218993663787842 97.894136071205139 808.54746735095978 35.709950089454651 90.852892756462097 51.465076565742493 55.689822554588318 322.14377284049988 44.134393215179443
leaf_count=283 3374 433 47 73 269 12 33 18 42 160 36
internal_value=0 0.00018726 -5.4729e-05 -0.000499089 -0.000306388 -0.00119761 0.000644665 -0.00125354 -0.00320711 -0.00218404 -0.00159159
internal_weight=0 3336.38 2452.76 1576.66 1478.76 670.215 233.718 142.865 91.3998 436.497 366.278
internal_count=4780 1406 973 690 617 348 105 72 54 243 196
is_linear=0
shrinkage=0.06


Tree=487
num_leaves=12
num_cat=0
split_feature=43 29 80 136 32 108 12 141 0 68 114
split_gain=0.047091 0.14939 0.29054 0.310334 0.211957 0.200282 0.190145 0.261396 0.218141 0.173271 0.241842
threshold=0.00085274505545385193 0.010180860292166473 0.0016846025246195497 0.0015349716995842757 0.0070226341485977182 0.044033329933881767 0.002945306478068233 0.0049928687512874612 0.0013146653072908523 0.0058306583669036635 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 6 5 -4 7 8 -3 -1 -11
right_child=-2 2 4 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=0.00012929024284735155 -0.0001328605551604909 -0.0006450085673403124 -8.9019781098385973e-05 0.0060208623313792427 -0.0043155635486532692 0.0027276648663955147 0.0040128203198498188 -0.0022461674800398736 0.0029745308561623198 -0.0020951621110094371 0.00019593421828317003
leaf_weight=2685.0273036956787 4790.9527947902679 95.234883189201355 807.31456065177917 56.890729069709778 38.526447415351868 102.40832209587097 75.80189061164856 82.635791778564453 161.75096189975739 332.86288225650787 330.59326481819153
leaf_count=1529 2154 40 429 19 28 39 31 40 60 203 208
internal_value=0 0.000133471 0.000649044 0.00186487 4.34541e-05 0.000228057 0.00129572 0.000689273 0.00163319 -8.52563e-05 -0.000953533
internal_weight=0 4769.05 1420.56 472.314 948.249 909.723 415.424 339.622 256.986 3348.48 663.456
internal_count=4780 2626 686 190 496 468 171 140 100 1940 411
is_linear=0
shrinkage=0.06


Tree=488
num_leaves=12
num_cat=0
split_feature=45 107 42 44 116 22 110 100 109 33 37
split_gain=0.0436389 0.252346 0.202686 0.140376 0.137385 0.205714 0.16659 0.19324 0.170879 0.171987 0.136023
threshold=0.0014427106943912806 0.0092791137285530585 0.0031340263085439806 0.086341444402933135 0.0072436286136507997 0.0013146653072908523 0.0016846025246195497 0.0058306583669036635 0.016668972559273246 0.011519505176693203 0.02129978779703379
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 10 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=1.0269088094628151e-05 8.2627407896511984e-05 -0.0033764888901536621 -0.0015994733813709233 0.0032202583016616025 -0.0016163378331548448 -0.00173803460389201 0.0012663041328032111 -0.0030049585678441674 -0.0030175994109834046 0.0034060102279881172 0.0028118543572407469
leaf_weight=1254.3234876394272 6753.9856313467026 87.175026655197144 288.88573348522186 50.239121198654175 172.31282687187195 191.22398841381073 503.61716735363007 73.010442137718201 58.481271028518677 61.090426206588745 65.654709935188293
leaf_count=684 3351 30 150 17 120 132 171 39 34 19 33
internal_value=0 -0.000198881 -9.69968e-05 8.16255e-05 1.53646e-05 0.000142738 0.000321119 6.41327e-06 0.000159143 0.000293662 0.000149618
internal_weight=0 2806.01 2718.84 2429.95 2379.71 2207.4 2016.18 1512.56 1439.55 1381.07 1319.98
internal_count=4780 1429 1399 1249 1232 1112 980 809 770 736 717
is_linear=0
shrinkage=0.06


Tree=489
num_leaves=12
num_cat=0
split_feature=150 40 109 45 62 135 136 56 50 116 145
split_gain=0.0438461 0.156842 0.157286 0.0742937 0.0573399 0.139698 0.396021 0.308856 0.272913 0.273146 0.180022
threshold=0.028020657598972324 0.0031340263085439806 0.016668972559273246 0.0051502294372767219 0.0005375427135732026 0.0044099434744566688 0.00082683752407319855 0.00042089859198313212 0.0013986918493174019 0.0034400182776153092 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1 7 8 -7 10 -10
right_child=1 3 -4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-1.7113938051302268e-05 0.003518089361230126 0.00037598258235777384 -2.6277931801181945e-05 -0.003222404618664769 -0.00024117511929353384 0.0041109963170142356 -0.0037899663760772744 0.0043785959759261531 0.00012912120157551301 0.0025702114054633146 -0.0030799057320486699
leaf_weight=5692.6770648956299 90.670599460601807 41.83972692489624 89.626937389373779 40.796064853668213 2931.6405284404755 74.393641948699951 59.185395359992981 101.18236672878265 227.38062298297882 123.5891010761261 87.017782211303711
leaf_count=3006 26 17 32 23 1415 23 38 38 69 46 47
internal_value=0 0.000764078 0.00175616 -0.00140049 -2.16091e-05 7.95135e-05 0.000897157 0.00134928 0.000751072 0.000180378 -0.000759059
internal_weight=0 262.933 180.298 82.6358 9297.07 6365.43 672.749 613.564 512.381 437.988 314.398
internal_count=4780 98 58 40 4682 3267 261 223 185 162 116
is_linear=0
shrinkage=0.06


Tree=490
num_leaves=12
num_cat=0
split_feature=93 80 121 84 117 42 98 125 150 102 45
split_gain=0.0469792 0.176505 0.201407 0.286756 0.293001 0.284125 0.281781 0.325999 0.254349 0.268179 0.229559
threshold=0.0023699469165876512 0.00042089859198313212 0.0063990866765379914 0.0013986918493174019 0.0095705352723598498 0.0015833032084628942 0.00066645268816500913 0.00017767510871635753 0.00055427959887310873 0.0041444667149335155 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 -8 -7 10 -10
right_child=1 2 -4 4 -6 8 7 -9 9 -11 -12
leaf_value=0.00012214807692122412 0.00074728498190361091 -0.0030636481331166761 0.00020761955733633681 0.0018342023376792546 -0.0011806245362677582 -0.0061582130619167452 -0.0044257803917499821 0.00079917272083069766 -0.002109375623463089 -0.0039622958508822512 -5.5949378406805526e-05
leaf_weight=5186.1293021440506 675.15072333812714 100.32099795341492 1570.8982661962509 283.95686316490173 196.26000547409058 44.473930954933167 46.743548393249512 535.15246915817261 392.70230424404144 136.94241452217102 391.26900672912598
leaf_count=3045 215 51 538 122 95 26 21 207 197 98 165
internal_value=0 -0.000144832 -0.000307676 -0.0006881 0.000602072 -0.00106414 -0.000126859 0.000379454 -0.00172649 -0.00151247 -0.00108454
internal_weight=0 4373.87 3698.72 2127.82 480.217 1647.6 682.217 581.896 965.388 920.914 783.971
internal_count=4780 1735 1520 982 217 765 279 228 486 460 362
is_linear=0
shrinkage=0.06


Tree=491
num_leaves=12
num_cat=0
split_feature=23 72 104 135 83 15 97 0 71 150 5
split_gain=0.0457229 0.303048 0.284579 0.413815 0.510258 0.476265 0.348201 0.274936 0.228582 0.313934 0.215752
threshold=0.015675474889576439 0.0037758676335215573 0.00060774214216507982 0.00039601318712811922 0.030689206905663017 0.0068083447404205808 0.00038414125447161501 0.0066005610860884198 0.0068083447404205808 0.0015349716995842757 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 8 -7 9 -4 -5
right_child=1 -3 3 10 5 7 -8 -9 -10 -11 -12
leaf_value=-8.9927504702484566e-05 -0.0019868933732187992 -0.00082419370135635957 0.005560602454197267 -0.00060187125892492417 0.0053678187423087951 0.00055796788619512025 -0.00049000651014215722 -0.0034798017370761625 0.0057534724774504966 -0.0012360510643066665 0.0011892904696295906
leaf_weight=6504.7952516078949 149.51645708084106 785.63699948787689 48.491334795951843 792.71024298667908 68.446158409118652 505.5973447561264 63.202799201011658 68.993038296699524 174.68959105014801 49.377752423286438 348.54286217689514
leaf_count=3343 74 449 19 352 25 224 31 46 50 30 137
internal_value=0 0.000191463 0.000543045 0.000721469 0.00162663 0.000636716 0.00352247 7.3139e-05 0.00445291 0.0021315 -5.48439e-05
internal_weight=0 3055.2 2269.57 2120.05 978.798 643.037 335.761 574.59 272.559 97.8691 1141.25
internal_count=4780 1437 988 914 425 295 130 270 99 49 489
is_linear=0
shrinkage=0.06


Tree=492
num_leaves=12
num_cat=0
split_feature=55 89 69 38 72 11 106 121 102 81 14
split_gain=0.0474612 0.101926 0.183537 0.145372 0.185153 0.147962 0.145886 0.114469 0.0753881 0.162799 0.177184
threshold=0.00040826165059115743 0.0017376682371832433 0.019431582652032379 0.0036604277556762104 0.0020932231564074759 0.020658296532928947 0.0011980500421486797 0.0015349716995842757 0.00747153488919139 0.00017767510871635753 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 6 -6 -2 -3 -1 -10 -11
right_child=1 7 -4 -5 5 -7 -8 -9 9 10 -12
leaf_value=1.2236003872355284e-05 -0.00061012184862700453 0.00017713609192362176 0.0052411894166001123 0.0028068721916027386 -0.00087929699618125099 0.0038687875148117582 0.0036101277259279457 -0.0020257728822177957 0.0027102698041259589 -0.0012753553254040374 0.00069502739233122857
leaf_weight=7455.6175419092178 45.178055286407471 500.32198536396027 33.258039355278015 94.008927822113037 312.07173871994019 25.562769412994385 84.905409216880798 102.2761265039444 51.465076565742493 633.51138722896576 221.82277488708496
leaf_count=3454 30 367 10 39 234 14 35 80 18 390 109
internal_value=0 0.000353268 0.000910328 0.000653911 0.000221177 -0.000519813 0.00214443 -0.000196753 -5.05916e-05 -0.000567154 -0.000764355
internal_weight=0 1197.58 594.985 561.727 467.718 337.635 130.083 602.598 8362.42 906.799 855.334
internal_count=4780 809 362 352 313 248 65 447 3971 517 499
is_linear=0
shrinkage=0.06


Tree=493
num_leaves=12
num_cat=0
split_feature=34 98 84 79 38 134 95 18 147 32 7
split_gain=0.0460167 0.187369 0.245905 0.270659 0.378948 0.244104 0.222706 0.266902 0.237434 0.303897 0.196539
threshold=0.0079489401541650313 0.0037758676335215573 0.0028552538715302949 0.0022975050378590827 0.0060143163427710542 0.00017767510871635753 0.00087947337306104611 0.00017767510871635753 0.0013146653072908523 0.00055427959887310873 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 8 -8 9 -2 -3
right_child=1 10 -4 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-9.6704234109755983e-05 0.00022838154096199736 -0.00013425834211570924 -0.0017273672785544066 -0.00016784036255289842 0.0052215850083663458 -0.0005217548842348181 0.0047916634401081225 0.0014519654116714072 -0.0018157216687068238 0.0053424872133626131 -0.002830555332382619
leaf_weight=6209.1076171398163 116.41566216945648 1376.4041446447372 152.87983429431915 906.14521205425262 49.534996867179871 152.15066111087799 177.32379508018494 167.54120099544525 82.478547334671021 65.290123343467712 104.72803723812103
leaf_count=3047 47 626 111 561 13 83 59 75 57 19 82
internal_value=0 0.00017919 0.000578512 0.00078384 0.000111505 0.00162795 0.00216498 0.00316918 0.000854103 0.00206597 -0.000324908
internal_weight=0 3350.89 1869.76 1716.88 955.68 761.2 609.049 344.865 264.184 181.706 1481.13
internal_count=4780 1733 1025 914 574 340 257 134 123 66 708
is_linear=0
shrinkage=0.06


Tree=494
num_leaves=12
num_cat=0
split_feature=93 109 25 61 42 110 34 146 91 52 146
split_gain=0.0466571 0.137505 0.233394 0.207926 0.177758 0.175632 0.168537 0.164254 0.137334 0.112797 0.10509
threshold=0.030689206905663017 0.02129978779703379 0.0045489775948226461 0.00017767510871635753 0.022641776129603389 0.0072436286136507997 0.0015833032084628942 0.0028552538715302949 0.00087947337306104611 0.0060143163427710542 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 6 -4 -5 -2 -3 10 -8
right_child=1 8 5 4 -6 -7 9 -9 -10 -11 -12
leaf_value=-5.4087713394123674e-05 0.00060740589083928178 0.0011831167727693341 -0.0047999006787420306 -0.00014205965150881377 -0.00058738453297734611 0.00025668373691177396 0.002239064451192123 -0.002275808801050716 -0.002819163044024714 0.0037350773275197234 3.3166236919693757e-05
leaf_weight=8195.4016054868698 168.89935195446014 46.561255097389221 49.377752423286438 145.44895553588867 154.0306431055069 49.534996867179871 306.65303754806519 122.88497674465179 91.557017087936401 125.49413192272186 104.1561084985733
leaf_count=4400 35 14 30 33 40 13 72 42 37 27 37
internal_value=0 0.000324836 0.000526953 0.000772097 0.00125351 -0.00226759 0.00166943 -0.00060686 -0.00146995 0.00216072 0.00167978
internal_weight=0 1364.6 1226.48 1127.57 835.783 98.9127 681.752 291.784 138.118 536.303 410.809
internal_count=4780 380 329 286 209 43 169 77 51 136 109
is_linear=0
shrinkage=0.06


Tree=495
num_leaves=12
num_cat=0
split_feature=55 69 84 40 89 82 96 102 136 54 38
split_gain=0.0448884 0.127319 0.0991675 0.128372 0.118706 0.173705 0.117267 0.109798 0.10766 0.110594 0.104248
threshold=0.00037263428384903824 0.019431582652032379 0.0013986918493174019 0.0020932231564074759 0.0017376682371832433 0.00017767510871635753 0.0079489401541650313 0.0016846025246195497 0.0015349716995842757 0.0072436286136507997 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -4 -7 -2 9 -6 -5
right_child=1 -3 4 10 8 6 -8 -9 -10 -11 -12
leaf_value=-5.0666870244793686e-05 -0.0043014321471392843 0.003539764052655913 0.0038162516266235175 -0.00010036784707814426 -0.00065998741241195063 1.7033424373926876e-05 0.0030348284614445989 -0.00086069856944539483 -0.003053974442319341 0.0016192728974845708 0.0032069733505153486
leaf_weight=8299.5535191297531 44.134393215179443 43.065682291984558 85.609533548355103 292.63874614238739 186.16292250156403 203.30124878883362 60.046764135360718 137.12470781803131 39.230571746826172 130.26575779914856 38.865985155105591
leaf_count=3930 36 18 39 225 145 135 25 105 32 72 18
internal_value=0 0.000333622 0.000220202 -0.000414603 0.000682163 0.00146838 0.00070513 -0.00169848 -8.92386e-05 0.000278327 0.000287389
internal_weight=0 1260.45 1217.38 512.764 704.617 348.958 263.348 181.259 355.659 316.429 331.505
internal_count=4780 850 832 384 448 199 160 141 249 217 243
is_linear=0
shrinkage=0.06


Tree=496
num_leaves=12
num_cat=0
split_feature=51 21 52 110 134 88 51 46 42 27 113
split_gain=0.0422666 0.184485 0.240726 0.25223 0.251496 0.320225 0.208998 0.313812 0.194256 0.249652 0.28662
threshold=0.0034400182776153092 0.0011261500185355546 0.00899649551138282 0.0011261500185355546 0.00062670491752214741 0.00047558375808876013 0.0058306583669036635 0.00087947337306104611 0.091400381177663817 0.00017767510871635753 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 8 -4 5 -5 7 -2 9 10 -3
right_child=1 2 3 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-9.2003431980963756e-05 0.0047073619624075193 -0.00063098168112320544 -0.0012956554457163537 0.0052485281481272524 -0.0016424873773834988 0.00072307703052256562 0.00019479206717409409 0.00090516989575777616 0.0024204693299661757 -0.00053915042382970014 -0.0073192130737096128
leaf_weight=6240.9323589801788 99.774118065834045 49.195459127426147 114.17109358310699 109.92129874229431 53.577449560165405 115.37200009822845 1044.5529242753983 360.48792695999146 72.82814884185791 1255.7567851543427 43.430268883705139
leaf_count=3025 30 23 76 28 30 53 554 181 32 716 32
internal_value=0 0.000172997 -0.000234399 0.00107984 0.00205238 0.00293106 0.000664166 0.0017294 -0.000597857 -0.000760881 -0.00376695
internal_weight=0 3319.07 1814.25 393.042 278.871 225.293 1504.81 460.262 1421.21 1348.38 92.6257
internal_count=4780 1755 990 187 111 81 765 211 803 771 55
is_linear=0
shrinkage=0.06


Tree=497
num_leaves=12
num_cat=0
split_feature=34 134 52 83 56 77 149 81 118 138 8
split_gain=0.043992 0.177247 0.184055 0.214491 0.279961 0.22738 0.207841 0.192485 0.484654 0.217298 0.208693
threshold=0.0079489401541650313 0.00062670491752214741 0.00899649551138282 0.036783467978239066 0.00038414125447161501 0.0030382014811038975 0.0030382014811038975 0.0010263677686452868 0.00042089859198313212 0.00082683752407319855 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 6 -4 8 9 10 -2
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-9.4552857547097296e-05 -0.0025970309457532836 -0.00096793308541899081 0.0021875208691089962 0.0031590683158509501 -0.0032154651879730397 0.0032300670866454756 -0.0027600922815096593 -5.0235234589373232e-05 0.005331083173629559 0.0037811417210683157 0.0028982166227065182
leaf_weight=6209.1076171398163 103.65932631492615 426.19273459911346 57.594853401184082 166.65478336811066 59.367688655853271 120.61535930633545 65.13287889957428 2192.5578327178955 86.992733359336853 39.387816190719604 32.736208319664001
leaf_count=3047 64 262 23 64 45 47 36 1141 23 15 13
internal_value=0 0.000175204 0.000341784 0.00143042 0.000478735 0.00138 -0.000438229 0.000133678 0.00166821 -0.00014449 -0.00127812
internal_weight=0 3350.89 2924.7 469.366 302.711 243.343 122.728 2455.33 262.776 175.783 136.396
internal_count=4780 1733 1471 215 151 106 59 1256 115 92 77
is_linear=0
shrinkage=0.06


Tree=498
num_leaves=12
num_cat=0
split_feature=129 132 69 104 53 17 78 115 81 91 128
split_gain=0.0450548 0.11384 0.181617 0.20869 0.24615 0.205071 0.181016 0.266931 0.334372 0.428759 0.317363
threshold=0.0044099434744566688 0.00038414125447161501 0.0063990866765379914 0.00075379351619631063 0.00093549740267917525 0.00040826165059115743 0.12087306752800943 0.00244467705488205 0.0063990866765379914 0.00066645268816500913 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -5 7 10 -9 -10 -1
right_child=-2 2 -4 5 -6 -7 -8 8 9 -11 -12
leaf_value=-4.7915231721978348e-05 0.00026900781978232474 -0.0010100464605720862 -0.0019918461768579174 -0.00139828651348459 0.0029943601536281594 0.00011516896990552878 -0.0035477008351272768 0.0016238323641117568 -0.0054776850218300642 0.00030311216962748645 -0.0046326185255692078
leaf_weight=4735.6345101594925 1815.6788501739502 91.060234904289246 247.25334870815277 563.6569801568985 140.57018291950226 752.7184978723526 49.560045719146729 769.91387319564819 55.167991518974304 283.7996187210083 54.985698223114014
leaf_count=1965 1183 64 164 357 53 429 37 306 45 139 38
internal_value=0 -6.30697e-05 -0.000481831 -0.000240646 0.00142012 -0.000532875 6.33008e-05 9.36358e-05 0.000932508 -0.00063773 -0.000100537
internal_weight=0 7744.32 1795.26 1548.01 231.63 1316.38 5949.06 5899.5 1108.88 338.968 4790.62
internal_count=4780 3597 1067 903 117 786 2530 2493 490 184 2003
is_linear=0
shrinkage=0.06


Tree=499
num_leaves=12
num_cat=0
split_feature=93 133 118 60 15 87 96 51 5 0 8
split_gain=0.0453246 0.157653 0.165803 0.100087 0.253109 0.223155 0.184013 0.150345 0.143116 0.134016 0.107959
threshold=0.030689206905663017 0.01884530205279589 0.0084566329605877417 0.00046126570669002836 0.0022975050378590827 0.0011615398107096555 0.0012357163941487672 0.0011261500185355546 0.0014881226234138014 0.0020932231564074759 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 10 -7 -6 9 -9 -2
right_child=1 -3 -4 4 7 6 -8 8 -10 -11 -12
leaf_value=-5.3309726430721444e-05 0.0014315770544137242 -0.0022030367802940046 -0.001935841600886296 -0.0021068197887795801 -6.7268009860510785e-05 0.00018001097075946465 -0.0037914552829714653 0.0034031094079924437 0.0042593967532554558 0.0001164746727338104 -0.00032380870548178191
leaf_weight=8195.4016054868698 360.72726929187775 83.67945384979248 94.34846556186676 64.950585603713989 101.00007343292236 89.966475129127502 78.775632381439209 79.637001156806946 115.86878228187561 101.70419776439667 193.94029033184052
leaf_count=4400 75 34 29 29 31 22 30 17 26 35 52
internal_value=0 0.000320164 0.000484998 0.000677488 0.00136617 0.00023656 -0.00167403 0.00193264 0.00261226 0.00155982 0.000817804
internal_weight=0 1364.6 1280.92 1186.57 463.161 723.41 168.742 398.21 297.21 181.341 554.668
internal_count=4780 380 346 317 138 179 52 109 78 52 127
is_linear=0
shrinkage=0.06


Tree=500
num_leaves=12
num_cat=0
split_feature=21 141 20 54 142 82 134 17 81 51 46
split_gain=0.0442473 0.158325 0.161426 0.243733 0.176882 0.157262 0.151088 0.112507 0.154714 0.17283 0.240087
threshold=0.0068083447404205808 0.0038949446752667431 0.00017767510871635753 0.0084566329605877417 0.0037758676335215573 0.00096484774257987748 0.00046126570669002836 0.019431582652032379 0.016668972559273246 0.013032016810029747 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 5 6 -5 -3 -4 8 9 10 -2
right_child=1 2 3 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-5.4997121363130221e-05 6.4367694732328024e-05 0.0044669566255160159 -0.0038005907562116878 -0.0010807227781491227 0.0032334776013303243 0.0012013835924688506 7.9100566367769996e-05 0.0024213150669187356 -0.0035883482738977889 0.0022480779082149193 -0.0027298052735790657
leaf_weight=8091.2023506164551 584.37297713756561 79.115170121192932 62.15913712978363 50.421414494514465 106.42572593688965 161.3863753080368 86.313657879829407 56.368898034095764 49.899583458900452 95.756714224815369 136.57782793045044
leaf_count=4154 254 20 37 24 32 46 43 22 27 37 84
internal_value=0 0.000302964 0.00111302 0.000197235 0.0018466 0.00227562 -0.00154516 -0.00017608 -0.000345029 -0.000146867 -0.000464964
internal_weight=0 1468.8 545.821 305.32 156.847 240.502 148.473 922.976 866.607 816.708 720.951
internal_count=4780 626 202 136 56 66 80 424 402 375 338
is_linear=0
shrinkage=0.06


Tree=501
num_leaves=12
num_cat=0
split_feature=12 142 89 85 57 94 4 105 35 118 115
split_gain=0.0430402 0.131957 0.254163 0.144184 0.101689 0.115265 0.21706 0.0824313 0.0809672 0.17051 0.167436
threshold=0.012636432424187662 0.0070226341485977182 0.00043393640953581786 0.00039601318712811922 0.00040826165059115743 0.00093549740267917525 0.00017767510871635753 0.00017767510871635753 0.016164712607860569 0.0084566329605877417 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 7 5 6 -5 -2 -1 10 -10
right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=-9.1337525796741497e-05 -0.0008072432660202073 0.005034033488633986 0.00025105742038701172 -0.00015806583850555894 0.0028286794290396022 -0.00051435513242144434 0.0038934521831614135 -0.0052302425208018621 0.0009792721984467497 0.0026934782484824707 -0.0013570302166312938
leaf_weight=8049.7661617994308 34.666288018226624 60.046764135360718 119.77903938293457 141.32440495491028 52.351494193077087 408.9222127199173 71.784486770629883 26.971018075942993 304.79810440540314 116.41566216945648 173.17419564723969
leaf_count=3853 18 25 84 105 29 313 38 22 139 47 107
internal_value=0 0.000391119 0.00184817 3.51297e-05 0.000289013 7.5269e-05 0.00120666 -0.00274264 -4.1439e-05 0.000634334 0.000132806
internal_weight=0 915.846 179.826 736.02 674.383 622.031 213.109 61.6373 8644.15 594.388 477.972
internal_count=4780 634 109 525 485 456 143 40 4146 293 246
is_linear=0
shrinkage=0.06


Tree=502
num_leaves=12
num_cat=0
split_feature=114 86 30 87 124 119 18 77 54 99 54
split_gain=0.0431175 0.107792 0.0906396 0.0864167 0.155635 0.159675 0.11407 0.0846082 0.148392 0.253817 0.179898
threshold=0.011169348377734424 0.00044738779251929378 0.0014881226234138014 0.00070876078098081063 0.016668972559273246 0.00017767510871635753 0.00017767510871635753 0.012636432424187662 0.014293605927377941 0.00073092587990686308 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 6 -3 -1 9 10 -9
right_child=1 3 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=2.4581176203843512e-05 0.0023501521661110007 0.0054247973785446031 -0.00066594808926333585 -0.00030103155175917004 0.00023924837152755767 -0.00036523843636581093 0.0018286959056124747 -0.00018624863383343455 0.0021721257369507266 -0.00016739764006002073 -0.0037057383620102144
leaf_weight=7772.5680532455444 40.091940522193909 72.124024510383606 340.60824990272522 132.22088634967804 174.60749316215515 43.430268883705139 56.733484625816345 79.844343304634094 65.472416639328003 630.82708549499512 151.47158563137054
leaf_count=3668 19 28 247 101 139 32 36 48 26 333 103
internal_value=0 0.000405332 -0.000348319 0.00100417 0.00150166 0.00278107 0.0038415 -4.00579e-05 -0.000581674 -0.000790801 -0.0024909
internal_weight=0 859.816 380.7 479.116 346.895 172.288 128.858 8700.18 927.615 862.143 231.316
internal_count=4780 602 266 336 235 96 64 4178 510 484 151
is_linear=0
shrinkage=0.06


Tree=503
num_leaves=12
num_cat=0
split_feature=89 19 27 3 72 128 33 11 135 60 89
split_gain=0.0423654 0.155942 0.164088 0.254825 0.195172 0.170333 0.166268 0.144624 0.230436 0.141308 0.150244
threshold=0.00062670491752214741 0.02636832278221846 0.001792412775103003 0.00038414125447161501 0.000490355829242617 0.00070876078098081063 0.0070226341485977182 0.027182282879948619 0.0015833032084628942 0.079227816313505187 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 -4 -5 -7 -6 -9 10 -1
right_child=1 -3 4 5 7 6 -8 8 -10 -11 -12
leaf_value=1.463326755692036e-05 -0.0035752814540545058 0.0019993844452516319 0.0035981766865855642 0.0030459901753688789 0.00013807262847461587 -0.00011116843206681152 -0.0031678779734638481 3.2518986718795642e-05 0.0064151921914930646 -0.0029421519344167337 -0.0012875783290967348
leaf_weight=6963.9273418188095 93.329852342605591 165.97570788860321 68.446158409118652 52.873325228691101 1181.2810453176498 481.36072611808777 73.896859765052795 48.334090352058411 35.188119053840637 61.115475058555603 334.27113091945648
leaf_count=3142 59 84 25 26 782 307 50 36 15 43 211
internal_value=0 0.000230976 8.67234e-05 -0.000656113 0.000477551 -0.000208108 -0.000517973 0.000308675 0.00272156 -6.90698e-05 -4.50105e-05
internal_weight=0 2200.69 2034.71 701.461 1333.25 608.131 555.258 1264.8 83.5222 7359.31 7298.2
internal_count=4780 1384 1300 442 858 383 357 833 51 3396 3353
is_linear=0
shrinkage=0.06


Tree=504
num_leaves=12
num_cat=0
split_feature=111 37 71 123 17 60 17 28 100 68 0
split_gain=0.0405803 0.0947579 0.0864643 0.0552256 0.0476494 0.240281 0.230865 0.224119 0.201882 0.199136 0.20378
threshold=0.0013560238294303419 0.00017767510871635753 0.0048403022810816774 0.00038414125447161501 0.0012357163941487672 0.00039601318712811922 0.0070226341485977182 0.0053125319536775359 0.00017767510871635753 0.00082683752407319855 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 6 7 8 -6 -8 -11
right_child=1 3 -4 -5 5 -7 9 -9 -10 10 -12
leaf_value=7.9397292465564976e-05 0.00083238697180332516 -0.0023326186662633473 0.0047788453323263274 0.00043761508311977319 0.00039024774808142074 0.00010432011657028372 -0.0029615888166172832 0.00074831497005761901 -0.0030177731329044067 -0.00073581923246449435 0.0025021160608661337
leaf_weight=6010.7922877073288 50.081876754760742 31.17071521282196 33.258039355278015 153.40166532993317 75.80189061164856 2407.9864395856857 60.411350727081299 98.390918254852295 358.58289611339569 144.09080457687378 136.03094804286957
leaf_count=2827 34 22 10 108 31 1327 39 46 200 73 63
internal_value=0 0.000728014 0.00240728 -3.0224e-05 -2.09903e-05 -0.000204884 -0.00105746 -0.00183738 -0.00242306 0.000162765 0.000836566
internal_weight=0 267.912 83.3399 184.572 9292.09 3281.3 873.309 532.776 434.385 340.533 280.122
internal_count=4780 174 44 130 4606 1779 452 277 231 175 136
is_linear=0
shrinkage=0.06


Tree=505
num_leaves=12
num_cat=0
split_feature=93 133 93 24 95 106 44 45 53 149 33
split_gain=0.0442872 0.138733 0.133506 0.194004 0.428385 0.273333 0.253978 0.25371 0.270797 0.246946 0.260718
threshold=0.030689206905663017 0.01884530205279589 0.0048403022810816774 0.0035485138650983576 0.00899649551138282 0.020035739988088611 0.0060143163427710542 0.0087224207818508166 0.013032016810029747 0.0016331639490090313 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -6 8 9 -5 -11
right_child=1 -3 3 7 6 -7 -8 -9 -10 10 -12
leaf_value=8.6495871924453514e-05 0.00047110607121304653 -0.0020504773713057802 -0.0012040245321877714 -0.0025931335992332343 0.0036943228408176879 -0.0047215826833205748 -0.00095824712581637616 0.0015314811259256264 -0.0040975507829951584 0.0018172851346505675 -0.001083337150820663
leaf_weight=6160.2558906078339 1280.9187729358673 83.67945384979248 820.54262983798981 115.03246235847473 99.252287030220032 88.061444282531738 73.532273173332214 318.5981023311615 68.810745000839233 249.63011288642883 201.68565797805786
leaf_count=3521 346 34 361 63 33 41 36 116 39 94 96
internal_value=0 0.000316478 -5.26961e-05 -0.000474021 -0.00102418 -0.00154494 0.00171432 0.000149758 -0.00054332 -0.000111484 0.000521044
internal_weight=0 1364.6 8195.4 2035.15 1081.39 908.604 172.785 953.757 635.159 566.348 451.316
internal_count=4780 380 4400 879 471 402 69 408 292 253 190
is_linear=0
shrinkage=0.06


Tree=506
num_leaves=12
num_cat=0
split_feature=90 137 131 18 8 106 23 62 95 93 66
split_gain=0.0433915 0.142235 0.10203 0.0824456 0.0922915 0.0757899 0.0740099 0.061385 0.12196 0.0569984 0.227216
threshold=0.0016331639490090313 0.00044738779251929378 0.00017767510871635753 0.00052132029668428015 0.0018488886416889729 0.0098710241727530974 0.012636432424187662 0.017724351026117805 0.00057154725072905432 0.021960759535431865 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 -3 -5 -6 9 -9 -1 -11
right_child=1 3 -4 5 6 -7 -8 8 -10 10 -12
leaf_value=-7.8426000463708496e-05 -2.7201016365305774e-05 0.00015247221554367729 0.0035816582881716113 -0.00038561903519555342 -0.0011147423972063526 0.0029527539371212918 -0.0055604165297233324 -0.003919827126448179 0.00048180077823985966 0.00047522991958554375 -0.0029243959504535663
leaf_weight=7526.9845879077911 43.769806623458862 72.488611102104187 79.297463417053223 56.733484625816345 29.944759845733643 43.065682291984558 24.519107341766357 42.543851256370544 48.491334795951843 1517.9247455596924 74.236397504806519
leaf_count=4098 22 42 27 36 21 18 20 21 19 416 40
internal_value=0 0.000655899 0.00229814 -0.000235411 -0.0012498 0.00105497 -0.00311614 -2.49122e-05 -0.00157523 -9.43561e-06 0.000316718
internal_weight=0 349.819 123.067 226.752 126.952 99.7992 54.4639 9210.18 91.0352 9119.15 1592.16
internal_count=4780 186 49 137 83 54 41 4594 40 4554 456
is_linear=0
shrinkage=0.06


Tree=507
num_leaves=12
num_cat=0
split_feature=100 39 86 91 137 142 113 11 125 123 101
split_gain=0.0389651 0.178935 0.260078 0.211559 0.237483 0.26633 0.302321 0.182984 0.17947 0.159485 0.227722
threshold=0.0033348383149132137 0.0031340263085439806 0.0011615398107096555 0.0058306583669036635 0.00040826165059115743 0.00899649551138282 0.00093549740267917525 0.016668972559273246 0.0056525857653468856 0.00047558375808876013 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 7 8 -7 -3 -6 10 -1
right_child=-2 2 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-7.1469170751698401e-05 0.0001373686186281169 0.00094664265565901941 -0.00047156360556616995 -0.0027459032369888925 -0.0011574301291533552 0.00039628456226738202 0.0058151804217860753 -0.0020473750045219901 0.0026158418862927881 0.00022661383439743048 -0.0012191503860493266
leaf_weight=1318.8092912435532 4181.9034658670425 477.26817572116852 701.85039889812469 50.264170050621033 84.748164772987366 53.577449560165405 120.25077271461487 86.860537767410278 97.686793923377991 1208.1518679857254 1178.6287437677383
leaf_count=603 1897 242 480 41 52 30 33 64 42 708 588
internal_value=0 -0.000106815 0.000408329 0.00104455 0.00125156 0.00246434 0.00414496 0.000485645 0.00086301 -0.000339324 -0.0006131
internal_weight=0 5378.1 1672.51 970.656 920.392 356.263 173.828 564.129 182.435 3705.59 2497.44
internal_count=4780 2883 984 504 463 157 63 306 94 1899 1191
is_linear=0
shrinkage=0.06


Tree=508
num_leaves=12
num_cat=0
split_feature=14 92 23 108 144 141 35 92 19 45 107
split_gain=0.0466485 0.155765 0.159313 0.174831 0.165835 0.156723 0.154673 0.333287 0.208288 0.161911 0.133852
threshold=0.00040826165059115743 0.013860232196748258 0.013860232196748258 0.0068083447404205808 0.0017376682371832433 0.0023699469165876512 0.00073092587990686308 0.00043393640953581786 0.00077738583786413084 0.0058306583669036635 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 9 -9 -2 -10
right_child=6 2 -4 -5 -6 -7 -8 8 10 -11 -12
leaf_value=-6.8273763447802857e-06 -0.00058675146384800736 0.0028772076492666453 0.0022168178695897134 -0.0020493832613725908 -0.0023570400081406257 -0.00084439761503660009 -1.1406175617527508e-05 -0.0048765067748266838 -0.00011681284836779384 0.0030601725709522602 -0.0032814716237980061
leaf_weight=2757.4546709060669 110.46817862987518 139.16193425655365 250.15194392204285 89.80923068523407 42.204313516616821 57.594853401184082 5752.1449489593506 86.495951175689697 122.72773230075836 72.64585554599762 79.14021897315979
leaf_count=1177 49 45 91 39 31 23 3147 50 59 25 44
internal_value=0 0.000181019 0.00107575 0.000207543 0.00105577 0.00178782 -9.70414e-05 -0.00114181 -0.00241303 0.000860073 -0.00135748
internal_weight=0 3336.38 578.922 328.77 238.961 196.757 6223.62 471.478 288.364 183.114 201.868
internal_count=4780 1406 229 138 99 68 3374 227 153 74 103
is_linear=0
shrinkage=0.06


Tree=509
num_leaves=12
num_cat=0
split_feature=14 35 83 38 137 81 93 116 52 104 84
split_gain=0.0412186 0.136669 0.203717 0.230488 0.204694 0.174808 0.181254 0.125094 0.204993 0.210865 0.199638
threshold=0.00040826165059115743 0.00073092587990686308 0.020658296532928947 0.0005893622583243997 0.00044738779251929378 0.0010263677686452868 0.013032016810029747 0.0038949446752667431 0.0015349716995842757 0.0018488886416889729 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -4 -7 -1 9 -9 -11
right_child=1 -3 5 -5 -6 6 -8 8 -10 10 -12
leaf_value=-6.0059307991534439e-05 -0.0048215998776386026 -1.0721805506683554e-05 0.002665011686649647 6.1657831488886176e-05 0.0001816710481398433 -0.0024993094771072165 0.0021232876596037615 -0.00099042223139317624 8.0963193658992085e-05 0.0035519518823728309 -0.00030241731936944487
leaf_weight=2395.6906908750534 121.34453248977661 5752.1449489593506 73.871810913085938 100.13870465755463 38.865985155105591 91.399772644042969 45.857130765914917 71.262655735015869 594.75254881381989 211.99008309841156 62.680968165397644
leaf_count=947 75 3147 26 44 18 54 10 41 307 77 34
internal_value=0 -9.12189e-05 -0.0010733 -0.00219643 -0.00360784 0.000311662 -0.000954913 0.000170158 0.000756464 0.00191783 0.00267237
internal_weight=0 6223.62 471.478 260.349 160.211 211.129 137.257 3336.38 940.686 345.934 274.671
internal_count=4780 3374 227 137 93 90 64 1406 459 152 111
is_linear=0
shrinkage=0.06


Tree=510
num_leaves=12
num_cat=0
split_feature=37 116 87 95 35 59 72 112 37 66 79
split_gain=0.0409147 0.137288 0.215933 0.161635 0.159824 0.127865 0.209286 0.158434 0.153982 0.145562 0.175427
threshold=0.0011261500185355546 0.00046126570669002836 0.0014881226234138014 0.0027679565828293566 0.0014427106943912806 0.00064626874518580746 0.0062037324532866487 0.0079489401541650313 0.037906534969806678 0.0015833032084628942 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 -3 8 9 10 -7
right_child=1 3 -4 -5 -6 7 -8 -9 -10 -11 -12
leaf_value=-8.5883155787590081e-05 -0.0018528297374758185 -0.0027672592946761583 -0.0040115734525031097 -0.00021995784662601981 0.00135696045389863 0.0017659933861004656 0.0012704226491661846 0.0030509729355156709 -0.0018330074000740754 0.0028574963034513571 0.00014496004818050412
leaf_weight=6464.9997024536133 105.7466504573822 94.033976674079895 68.28891396522522 1195.1881899833679 118.3457418680191 352.2207282781601 90.877941608428955 112.89504051208496 80.548467636108398 120.27582156658173 756.57865726947784
leaf_count=3105 52 63 42 694 52 140 57 27 52 57 439
internal_value=0 0.000179397 -0.00105782 0.000308469 -0.000157703 0.000701375 -0.000782875 0.000894311 0.000708398 0.000874951 0.000659897
internal_weight=0 3095 292.381 2802.62 224.092 1607.43 184.912 1422.52 1309.62 1229.08 1108.8
internal_count=4780 1675 146 1529 104 835 120 715 688 636 579
is_linear=0
shrinkage=0.06


Tree=511
num_leaves=12
num_cat=0
split_feature=40 8 47 116 58 97 92 141 44 63 61
split_gain=0.0432785 0.163995 0.150701 0.266177 0.192216 0.189225 0.223688 0.263081 0.188324 0.193664 0.182521
threshold=0.00060774214216507982 0.012252715881913902 0.0027679565828293566 0.0044099434744566688 0.00046126570669002836 0.00043393640953581786 0.002945306478068233 0.0010263677686452868 0.011519505176693203 0.0030382014811038975 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 -1 6 -6 -8 9 -4 -7
right_child=-2 -3 3 -5 5 10 7 -9 -10 -11 -12
leaf_value=-0.00078995957859942436 -7.5064821270135176e-05 -0.0029416659111802883 -0.0005764112298935483 0.0014238206235397423 0.0027869010293199241 -0.0038548051416385687 0.0028985743893767913 -0.0022103989967355215 0.0012546657242057222 -0.0044968308937519607 0.0014238899068960008
leaf_weight=170.17540502548218 7103.872741818428 57.777146697044373 1031.6462953090668 353.99356353282928 351.83109283447266 42.908437848091125 64.064167976379395 83.67945384979248 200.2523604631424 47.447672724723816 52.351494193077087
leaf_count=84 3770 30 427 162 102 35 18 34 64 25 29
internal_value=0 0.000217111 0.000293207 -3.22918e-05 0.000988164 0.00149687 0.00196417 4.93947e-06 -0.000435196 -0.000748792 -0.000953821
internal_weight=0 2456.13 2398.35 1633.34 765.01 594.835 499.575 147.744 1279.35 1079.09 95.2599
internal_count=4780 1010 980 678 302 218 154 52 516 452 64
is_linear=0
shrinkage=0.06


Tree=512
num_leaves=12
num_cat=0
split_feature=1 93 149 146 100 45 131 91 5 53 54
split_gain=0.0408826 0.134401 0.163671 0.1845 0.271569 0.447276 0.259516 0.472405 0.306099 0.268893 0.21751
threshold=0.00039601318712811922 0.021960759535431865 0.00042089859198313212 0.0028552538715302949 0.00057154725072905432 0.0035485138650983576 0.00082683752407319855 0.00066645268816500913 0.00066645268816500913 0.0063990866765379914 0.055838862434029586
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 -6 -9 -5
right_child=-2 -3 3 10 6 -7 -8 9 -10 -11 -12
leaf_value=-0.00071812356029105464 -9.208631174002866e-05 0.00087433725790848416 -0.00076166523684679469 0.00063583184305711219 -0.0088837383830680291 0.0051986423135932614 0.00035738665975349951 -0.0030428775703859839 -0.0027197475047181139 0.0013225937323880302 0.0047082995732103594
leaf_weight=853.24683797359467 6164.4945392608643 752.98984038829803 114.32833802700043 937.50517189502716 47.108134984970093 75.097766280174255 277.852135181427 84.226333737373352 75.462352871894836 127.97109150886536 49.717290163040161
leaf_count=511 3223 186 59 429 35 27 141 55 41 53 20
internal_value=0 0.000167181 -3.43239e-05 0.000291759 -0.000384198 0.00160129 -0.000998124 -0.00212318 -0.00508879 -0.000410168 0.000840924
internal_weight=0 3395.51 2642.52 1789.27 802.046 189.426 612.62 334.768 122.57 212.197 987.222
internal_count=4780 1557 1371 860 411 86 325 184 76 108 449
is_linear=0
shrinkage=0.06


Tree=513
num_leaves=12
num_cat=0
split_feature=43 76 110 73 61 34 82 40 140 61 39
split_gain=0.0418141 0.136193 0.158539 0.1513 0.164169 0.213135 0.210012 0.578504 0.26424 0.236551 0.195254
threshold=0.00085274505545385193 0.0070226341485977182 0.00039601318712811922 0.027182282879948619 0.00064626874518580746 0.0015833032084628942 0.00073092587990686308 0.013439828064292671 0.0045489775948226461 0.0019071503775194289 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 10 7 8 -7 -10 -6
right_child=1 2 -4 -5 5 6 -8 -9 9 -11 -12
leaf_value=0.00012577048668197004 0.00033741157677900582 0.0038653225727089701 0.00029687741604765512 0.0014719427874180298 -0.00099028688834121824 2.6885693619777846e-05 -0.00016218976946210894 0.0056868933512042993 -0.0075071045084801951 -0.0024055725485095992 -0.0040677960338464398
leaf_weight=4769.0470374822617 1184.5831786394119 63.542336940765381 152.12561225891113 188.04290449619293 268.17668783664703 59.00310206413269 2611.7663730382919 29.762466549873352 61.819599390029907 69.514869332313538 102.61566424369812
leaf_count=2626 425 21 59 102 92 31 1250 14 47 43 70
internal_value=0 -0.000125195 0.00134825 -0.00019465 -0.000266082 -0.0004893 -0.000312186 -0.00209208 -0.00330845 -0.00480688 -0.00184198
internal_weight=0 4790.95 215.668 4575.28 4387.24 3202.66 2831.87 220.1 190.338 131.334 370.792
internal_count=4780 2154 80 2074 1972 1547 1385 135 121 90 162
is_linear=0
shrinkage=0.06


Tree=514
num_leaves=12
num_cat=0
split_feature=117 141 108 12 98 24 112 140 44 51 50
split_gain=0.0405865 0.145305 0.181723 0.145944 0.244796 0.212361 0.232474 0.141252 0.135147 0.348465 0.286405
threshold=0.010829726699739696 0.031632266007363803 0.013032016810029747 0.0025217677466571335 0.034632634371519096 0.0054799309000372895 0.0038949446752667431 0.013860232196748258 0.0010918468469753864 0.0034400182776153092 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 8 5 6 -5 -7 9 -2 -11
right_child=1 2 -4 4 -6 7 -8 -9 -10 10 -12
leaf_value=9.0640618645813613e-05 -0.0023400011178979479 -0.0045212285577930587 0.00083893921078292944 -0.0010008055524530653 -0.0054257649236220205 0.0015444231025575031 -0.0062162762668207363 -0.0023013807677859503 0.00030819144162971699 0.0044274341385266555 -0.00042749150842202053
leaf_weight=6217.6823533773422 250.88111710548401 59.367688655853271 36.935905456542969 362.31085991859436 40.274233818054199 189.08656656742096 33.622625946998596 42.022020220756531 2112.67034304142 61.090426206588745 154.05569195747375
leaf_count=3215 119 45 13 251 26 96 24 24 884 19 64
internal_value=0 -0.000168618 -0.00246541 -0.000100476 -0.000891343 -0.000600102 -0.0014437 0.000845148 0.000104185 -0.000820651 0.000951058
internal_weight=0 3342.32 96.3036 3246.01 667.316 627.042 395.933 231.109 2578.7 466.027 215.146
internal_count=4780 1565 58 1507 421 395 275 120 1086 202 83
is_linear=0
shrinkage=0.06


Tree=515
num_leaves=12
num_cat=0
split_feature=81 140 1 71 100 71 105 81 59 45 104
split_gain=0.041451 0.183219 0.176033 0.168977 0.0993452 0.098923 0.0913108 0.0699978 0.292939 0.187972 0.151845
threshold=0.027182282879948619 0.016164712607860569 0.00082683752407319855 0.010829726699739696 0.0044099434744566688 0.0079489401541650313 0.0068083447404205808 0.016668972559273246 0.0012357163941487672 0.0022975050378590827 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 6 -3 -2 -4 -1 -9 10 -10
right_child=1 4 3 -5 -6 -7 -8 8 9 -11 -12
leaf_value=1.2618919436382368e-05 -0.0012558048364448276 -0.0042069580582335406 -0.0012679739453087722 0.0045804959561530044 0.00027620077245995184 0.0014511421817644248 0.0025360570746597601 -0.0042245399207759523 -0.0046125156247801297 0.00064590777790389119 -0.00022611208117616428
leaf_weight=8619.1062343120575 113.9888002872467 39.752402782440186 42.204313516616821 78.071508049964905 32.214377284049988 84.723115921020508 49.195459127426147 73.192735433578491 51.490125417709351 312.67566764354706 63.385092496871948
leaf_count=4290 69 29 31 26 16 28 23 46 42 142 38
internal_value=0 0.0005687 0.00110992 0.00253055 -0.00220017 -0.000101667 0.000779526 -2.74471e-05 -0.000717088 -0.000116645 -0.00219221
internal_weight=0 440.15 368.183 169.471 71.9668 198.712 91.3998 9119.85 500.744 427.551 114.875
internal_count=4780 222 177 80 45 97 54 4558 268 222 80
is_linear=0
shrinkage=0.06


Tree=516
num_leaves=12
num_cat=0
split_feature=114 125 94 84 108 147 105 145 128 125 45
split_gain=0.04017 0.0967185 0.0930888 0.0807453 0.147993 0.121719 0.0988215 0.0841479 0.161268 0.116519 0.0846516
threshold=0.011169348377734424 0.04273676127195359 0.020658296532928947 0.0060143163427710542 0.015200819820165636 0.011169348377734424 0.0015349716995842757 0.060120910406112678 0.00070876078098081063 0.00042089859198313212 0.041476719081401832
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 5 -5 -6 10 9 -9 -1
right_child=1 -3 -4 4 6 -7 -8 8 -10 -11 -12
leaf_value=3.7724405560103739e-06 0.0001401807611099819 0.0034959050884254277 0.0036279041851848544 -0.0048470012349862224 -0.0010727298204937278 -0.00091502611855777611 0.0023789914281190619 -0.0022842462018513028 0.0031901474583110167 0.0019503450534195583 -0.0009663569406150427
leaf_weight=7944.5162935256958 796.61354875564575 34.666288018226624 28.536511182785034 51.490125417709351 74.758228540420532 63.045554757118225 49.717290163040161 53.055618524551392 84.201284885406494 41.83972692489624 337.559361577034
leaf_count=3774 571 18 13 42 37 48 20 33 31 17 176
internal_value=0 0.000391232 0.000260798 -3.86644e-05 -0.00112622 -0.00268267 0.000305937 -7.94314e-06 0.00127878 -0.000417198 -3.57679e-05
internal_weight=0 859.816 825.15 8700.18 239.011 114.536 124.476 8461.17 179.097 94.8953 8282.08
internal_count=4780 602 584 4178 147 90 57 4031 81 50 3950
is_linear=0
shrinkage=0.06


Tree=517
num_leaves=12
num_cat=0
split_feature=25 25 106 114 108 117 124 31 79 18 45
split_gain=0.0389282 0.225969 0.333273 0.209052 0.271887 0.194226 0.164913 0.341296 0.24602 0.269411 0.408404
threshold=0.00052132029668428015 0.00090704852482303988 0.013439828064292671 0.0016846025246195497 0.017724351026117805 0.0063990866765379914 0.0022272822679951791 0.00052132029668428015 0.0022975050378590827 0.001792412775103003 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -3 9 10 -9
right_child=1 6 3 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.00016664102566887063 0.0015001196629328452 3.70702232688493e-05 -0.0015610368386564754 0.0018065798729387042 0.00030162368119732668 -0.007787432102673169 0.00027540942743758186 0.00051035770483891046 -0.00038214064446658123 -0.00021004779231155823 -0.0049283671923894493
leaf_weight=3303.0117605924606 763.44455862045288 1915.4167732000351 32.214377284049988 55.84706699848175 64.246461272239685 40.978358149528503 2603.4031738042831 65.994247674942017 389.23178029060364 124.84010529518127 201.371169090271
leaf_count=1461 311 843 16 25 25 30 1620 23 225 71 130
internal_value=0 8.79684e-05 0.000936653 -0.00128894 -0.00254677 -0.005047 -6.52246e-05 -0.000394055 -0.00145081 -0.00251137 -0.00358592
internal_weight=0 6256.99 956.731 193.286 137.439 73.1927 5300.26 2696.85 781.437 392.206 267.365
internal_count=4780 3319 407 96 71 46 2912 1292 449 224 153
is_linear=0
shrinkage=0.06


Tree=518
num_leaves=12
num_cat=0
split_feature=20 47 99 30 71 106 27 114 83 81 59
split_gain=0.0407141 0.188054 0.186733 0.297742 0.300874 0.226067 0.163838 0.29735 0.169791 0.157615 0.233707
threshold=0.00070876078098081063 0.0023699469165876512 0.0013146653072908523 0.0010918468469753864 0.017724351026117805 0.00099512818269431613 0.001792412775103003 0.0019071503775194289 0.010180860292166473 0.0072436286136507997 0.023343417793512348
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -4 -8 -3 -11
right_child=1 9 6 -5 -6 -7 8 -9 -10 10 -12
leaf_value=-0.00010343502609625463 0.0018767009410636168 0.00013828400594649264 -0.004320984409758412 -0.0002765459331875047 0.00036785027301118448 0.0064472536466122611 0.0012118325363975602 0.00081870050523241234 -0.0020161092797570121 -0.0013394434066556233 0.0021410525061853823
leaf_weight=5630.739172577858 64.428754568099976 2217.3914289474487 72.149073362350464 150.61021685600281 93.304803490638733 98.548162698745728 416.17774951457977 92.443434715270996 68.28891396522522 576.9601958990097 78.9579256772995
leaf_count=2678 32 1127 52 116 35 29 223 48 42 361 37
internal_value=0 0.000148225 0.000832935 0.00184066 0.00308489 0.0046404 0.000201196 -0.00143428 0.000756832 -0.000103408 -0.000920469
internal_weight=0 3929.26 1055.95 406.892 256.282 162.977 649.059 164.593 484.467 2873.31 655.918
internal_count=4780 2102 577 212 96 61 365 100 265 1525 398
is_linear=0
shrinkage=0.06


Tree=519
num_leaves=12
num_cat=0
split_feature=17 63 43 58 60 21 48 26 125 113 102
split_gain=0.0397763 0.395693 0.282065 0.174962 0.11649 0.0776349 0.0479467 0.117759 0.177973 0.125363 0.0830868
threshold=0.074787221848964705 0.0030382014811038975 0.0022975050378590827 0.0045489775948226461 0.0022272822679951791 0.00087947337306104611 0.00077738583786413084 0.00080172589514404546 0.0066005610860884198 0.0020932231564074759 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 5 -2 -3 -1 8 9 -8 -9
right_child=1 3 -4 -5 -6 -7 7 10 -10 -11 -12
leaf_value=-4.1257299043227299e-06 -0.0034321850260691606 0.0011072167744947349 -0.0084095280174637261 0.0031661476889568115 0.0013788815577958286 -0.0025485086407238894 0.0007827648712734537 -0.0030929028292831888 -0.0019458031877606667 0.0040217323100033972 0.0006126261000620704
leaf_weight=8986.924844622612 47.629966020584106 40.796064853668213 30.648884177207947 79.297463417053223 29.240635514259338 42.908437848091125 87.200075507164001 40.274233818054199 42.726144552230835 84.905409216880798 47.447672724723816
leaf_count=4453 32 23 25 27 17 35 54 26 28 35 25
internal_value=0 -0.000717182 -0.0035426 0.00114652 -0.00160211 -0.000766774 2.08853e-05 0.000763801 0.0015202 0.00238066 -0.00108863
internal_weight=0 270.521 107.519 163.002 76.8706 83.7045 9289.48 302.554 214.832 172.105 87.7219
internal_count=4780 159 74 85 49 58 4621 168 117 89 51
is_linear=0
shrinkage=0.06


Tree=520
num_leaves=12
num_cat=0
split_feature=145 23 20 49 4 94 21 54 104 110 24
split_gain=0.0385865 0.279758 0.247417 0.158604 0.207002 0.160901 0.196479 0.175836 0.307776 0.205981 0.152912
threshold=0.00044738779251929378 0.022641776129603389 0.0011615398107096555 0.0005375427135732026 0.001792412775103003 0.0048403022810816774 0.0026012937305495147 0.0014881226234138014 0.0010918468469753864 0.00075379351619631063 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 8 10 -10 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=0.00011071384596124009 -5.407157972609433e-05 -0.00407711148564875 0.00169647094448671 -0.0013136578382008618 0.0023139597415943345 -0.0024028294399218836 -0.0026955300996087204 -0.00080374302621499479 0.0059190409370537319 0.001479942527581488 0.0025474886176823064
leaf_weight=478.1044956445694 7958.6168776750565 92.103896975517273 37.640029788017273 154.62762069702148 239.30063891410828 70.740824699401855 62.680968165397644 200.45970261096954 72.64585554599762 78.071508049964905 115.00741350650787
leaf_count=205 4039 58 17 109 89 44 34 95 25 26 39
internal_value=0 0.000268727 -0.00240214 0.000504198 0.000717629 0.000363171 0.000557486 0.000773418 0.00119846 0.00361959 0.000583217
internal_weight=0 1601.38 129.744 1471.64 1317.01 1077.71 1006.97 944.289 743.829 150.717 593.112
internal_count=4780 741 75 666 557 468 424 390 295 51 244
is_linear=0
shrinkage=0.06


Tree=521
num_leaves=12
num_cat=0
split_feature=21 138 150 22 90 91 105 93 148 30 33
split_gain=0.0408249 0.179648 0.113577 0.191065 0.133308 0.136765 0.131045 0.19722 0.130874 0.173725 0.199679
threshold=0.0068083447404205808 0.0037758676335215573 0.00899649551138282 0.00099512818269431613 0.00040826165059115743 0.0028552538715302949 0.0011261500185355546 0.013032016810029747 0.0020292587578296666 0.0014881226234138014 0.031632266007363803
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 6 -6 -4 -8 -2 10 -10
right_child=1 -3 3 -5 5 -7 7 -9 9 -11 -12
leaf_value=-5.2827407389451052e-05 -0.00043611236555963411 -0.0020700744244176103 0.0018627226858418328 -0.0035334830878080872 -0.0032678600293922361 0.00018340660689854929 0.00084075882195801201 -0.0030751069163328692 0.0025215008439651836 -0.00083146133920031424 -0.0012577832564216478
leaf_weight=8091.2023506164551 168.40256977081299 107.51948571205139 208.65175473690033 53.055618524551392 68.993038296699524 103.11244642734528 174.53234660625458 63.020505905151367 368.13309919834137 95.077638745307922 58.298977732658386
leaf_count=4154 62 74 64 33 46 43 67 24 129 57 27
internal_value=0 0.000291012 0.0004775 -7.80708e-05 0.000218429 -0.00120012 0.00076558 -0.000198083 0.00101814 0.00148773 0.00200482
internal_weight=0 1468.8 1361.28 671.366 618.31 172.105 446.205 237.553 689.912 521.51 426.432
internal_count=4780 626 552 277 244 89 155 91 275 213 156
is_linear=0
shrinkage=0.06


Tree=522
num_leaves=12
num_cat=0
split_feature=4 112 65 14 27 69 82 26 69 29 7
split_gain=0.0404084 0.104243 0.175564 0.145096 0.114561 0.11188 0.0651591 0.0512601 0.17844 0.255067 0.183198
threshold=0.010180860292166473 0.0010585968848317864 0.00087947337306104611 0.0054799309000372895 0.0013560238294303419 0.0035485138650983576 0.00096484774257987748 0.00017767510871635753 0.004017772153019906 0.0032328735105693345 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 5 -4 6 -2 -1 -9 -10 -11
right_child=1 2 4 -5 -6 -7 -8 8 9 10 -12
leaf_value=5.4844900756958224e-05 0.001077187520699818 -0.0031752466427234596 0.0027155752503249804 0.0047432184164236382 -0.00094891754016912272 0.0033863275795692599 -0.0018523519598083891 -0.00073959209039707325 -0.0016102463585256849 0.0013778948038999693 -0.00083261600153817085
leaf_weight=6980.9947164058685 59.185395359992981 57.073022365570068 60.386301875114441 41.135602593421936 62.498674869537354 41.317895889282227 50.786001086235046 1271.5689606666565 189.97298419475555 568.04592192173004 177.03435504436493
leaf_count=3567 38 26 15 13 27 20 38 609 107 203 117
internal_value=0 0.000612724 -0.000425341 0.00158353 0.000851833 0.000724414 -0.000275706 -2.48343e-05 -0.000276912 0.000352282 0.000852668
internal_weight=0 372.383 179.958 192.425 122.885 151.289 109.971 9187.62 2206.62 935.053 745.08
internal_count=4780 177 68 109 42 96 76 4603 1036 427 320
is_linear=0
shrinkage=0.06


Tree=523
num_leaves=12
num_cat=0
split_feature=129 125 72 81 1 141 150 147 122 138 43
split_gain=0.0400648 0.120688 0.138478 0.126545 0.188272 0.185705 0.118381 0.108068 0.120647 0.113008 0.159012
threshold=0.0044099434744566688 0.0031340263085439806 0.0033348383149132137 0.0031340263085439806 0.00244467705488205 0.00070876078098081063 0.0019672545604407792 0.0019071503775194289 0.00044738779251929378 0.0026833302108570938 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -3 -9 10 -10
right_child=1 7 -4 -5 -6 6 -8 8 9 -11 -12
leaf_value=-5.9474600941888699e-05 0.00031119565340452716 -0.0033286578039245663 0.00021011577211724853 0.00017611423596221925 -0.00096270216354199425 0.0029140591668675594 0.0067610196060357043 -0.0008601643810504726 -6.8009748393482979e-06 -0.00030957218262476599 0.0040393663276687281
leaf_weight=7744.3209820985794 45.699886322021484 40.978358149528503 745.62020552158356 123.27461218833923 42.022020220756531 57.777146697044373 57.412560105323792 391.39425098896027 70.923117995262146 171.60870254039764 68.967989444732666
leaf_count=3597 27 30 502 80 24 30 16 285 51 116 22
internal_value=0 0.000253674 0.000661199 0.00169232 0.00261346 0.0035475 0.00483145 -0.000333507 -0.000158892 0.000722246 0.00198801
internal_weight=0 1815.68 1071.81 326.186 202.912 160.89 115.19 743.872 702.894 311.5 139.891
internal_count=4780 1183 679 177 97 73 46 504 474 189 73
is_linear=0
shrinkage=0.06


Tree=524
num_leaves=12
num_cat=0
split_feature=99 70 23 51 51 113 142 42 95 1 115
split_gain=0.0386841 0.144624 0.208407 0.15432 0.25296 0.246195 0.211438 0.16457 0.178214 0.152205 0.312764
threshold=0.0046923852059990176 0.0030382014811038975 0.012636432424187662 0.00080172589514404546 0.0011261500185355546 0.010500331409275534 0.00017767510871635753 0.00017767510871635753 0.00244467705488205 0.00062670491752214741 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 -5 7 -2 -6 -9 -10 -11
right_child=1 2 -4 4 5 -7 -8 8 9 10 -12
leaf_value=-7.5963033736084785e-05 0.0026610197327217081 4.5881384312002005e-05 -0.0021978594998455767 0.0029313098185087851 -0.0017203526298262245 0.0046461415454794319 -0.00085039496417324003 0.0012750658521111537 0.0016437760154527157 -0.0051209663045547913 -0.00013077305644696363
leaf_weight=6847.5478746891022 71.419900178909302 682.29216206073761 190.67710852622986 179.95799911022186 125.72652292251587 49.534996867179871 455.17593026161194 562.14853608608246 99.434580326080322 55.689822554588318 240.39439868927002
leaf_count=3465 24 351 111 68 82 13 200 253 40 42 131
internal_value=0 0.000191768 -0.000444205 0.000493583 0.000841632 0.000509701 -0.000374157 0.000320574 0.000588515 -0.000387275 -0.00106937
internal_weight=0 2712.45 872.969 1839.48 1312.89 1132.93 526.596 1083.39 957.667 395.519 296.084
internal_count=4780 1315 462 853 629 561 224 548 466 213 173
is_linear=0
shrinkage=0.06


Tree=525
num_leaves=12
num_cat=0
split_feature=40 145 1 116 123 51 29 5 83 68 24
split_gain=0.0405085 0.157609 0.192187 0.158415 0.15751 0.204283 0.155634 0.144587 0.135744 0.132594 0.251647
threshold=0.00060774214216507982 0.0062037324532866487 0.0010585968848317864 0.0038949446752667431 0.0011615398107096555 0.0049928687512874612 0.00082683752407319855 0.010829726699739696 0.020658296532928947 0.019431582652032379 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 5 6 -3 -8 -6 10 -1
right_child=-2 2 3 -5 8 -7 7 -9 -10 -11 -12
leaf_value=-6.8604395098072744e-05 -7.262283787116043e-05 -0.0039881536626769284 -0.0034158353263065463 0.00054923123005147913 0.0003241923002517384 0.0023927079636475177 -0.00012965182170768954 -0.0038119993494581893 0.0045551705035431532 0.0020256942975086004 0.0018574285065662058
leaf_weight=1109.3532167673111 7103.872741818428 51.829663157463074 121.86636352539062 51.647369861602783 67.062958598136902 80.001587748527527 377.96579098701477 42.726144552230835 46.039424061775208 194.48717021942139 313.14740097522736
leaf_count=439 3770 32 72 25 41 31 161 28 17 73 91
internal_value=0 0.000210048 -0.000457148 -0.00223561 6.45785e-06 -0.000411132 -0.000885844 -0.000503637 0.00204645 0.00055629 0.00035539
internal_weight=0 2456.13 839.139 173.514 665.626 552.523 472.522 420.692 113.102 1616.99 1422.5
internal_count=4780 1010 407 97 310 252 221 189 58 603 530
is_linear=0
shrinkage=0.06


Tree=526
num_leaves=12
num_cat=0
split_feature=103 8 35 109 35 75 58 53 50 140 65
split_gain=0.0373856 0.150573 0.119654 0.0580648 0.0545931 0.125618 0.286985 0.169265 0.232321 0.153188 0.147734
threshold=0.016164712607860569 0.0027679565828293566 0.00087947337306104611 0.0030382014811038975 0.0048403022810816774 0.00064626874518580746 0.0027679565828293566 0.0033348383149132137 0.0045489775948226461 0.02636832278221846 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 6 -6 8 -8 -7 -11
right_child=1 2 -4 -5 5 9 7 -9 -10 10 -12
leaf_value=-0.00011795927364173427 0.00079242870836396392 -0.0023505326230948038 0.00097716431996728833 0.0030318186014461914 -0.0022356210223697416 0.00016595920642634656 0.0029137025130491238 0.0037827177401406082 -0.001760104444915052 -0.0040921064808323339 -0.00017055871972123057
leaf_weight=6453.9911530017853 85.244946956634521 78.775632381439209 76.845552682876587 81.567080855369568 67.584789633750916 2297.4111142158508 84.723115921020508 123.22451448440552 69.854407072067261 61.115475058555603 79.662050008773804
leaf_count=3120 25 30 25 22 38 1343 28 32 33 43 41
internal_value=0 0.000635087 -0.00070732 0.00188744 -2.21674e-05 0.000199935 0.00127085 0.00212392 0.000801584 4.82319e-05 -0.00187301
internal_weight=0 322.433 155.621 166.812 9237.57 2783.58 345.387 277.802 154.578 2438.19 140.778
internal_count=4780 102 55 47 4678 1558 131 93 61 1427 84
is_linear=0
shrinkage=0.06


Tree=527
num_leaves=12
num_cat=0
split_feature=81 71 60 92 125 56 51 19 17 144 0
split_gain=0.0381852 0.165013 0.135501 0.0912025 0.0844737 0.140827 0.0913115 0.0567265 0.093137 0.113856 0.0657327
threshold=0.027182282879948619 0.010829726699739696 0.00055427959887310873 0.00099512818269431613 0.00017767510871635753 0.00042089859198313212 0.0026012937305495147 0.086341444402933135 0.00017767510871635753 0.00039601318712811922 0.055838862434029586
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 -2 6 -6 10 -9 -10 -1
right_child=1 2 -4 -5 5 -7 -8 8 9 -11 -12
leaf_value=8.4926100494079329e-06 0.0022637584509570211 0.0012188281374071947 -0.00052098762040607514 0.0044015830679344208 -0.0037409813197679608 0.00085258669996443744 -0.00045562415291895404 0.00054369403655219828 -0.0055611974048067675 -0.00077956463304357411 -0.0015966128125651426
leaf_weight=8893.2554545402527 35.188119053840637 59.342639803886414 58.298977732658386 71.419900178909302 66.723420858383179 93.1475590467453 56.029360294342041 58.481271028518677 29.422928810119629 45.882179617881775 92.808021306991577
leaf_count=4404 15 21 27 24 51 52 32 34 24 34 62
internal_value=0 0.000545838 0.00188466 0.00295719 -0.00046225 -0.000906543 -0.00224141 -2.63437e-05 -0.00125274 -0.00264783 -8.08491e-06
internal_weight=0 440.15 189.062 130.763 251.088 215.9 122.753 9119.85 133.786 75.3051 8986.06
internal_count=4780 222 72 45 150 135 83 4558 92 58 4466
is_linear=0
shrinkage=0.06


Tree=528
num_leaves=12
num_cat=0
split_feature=93 22 19 105 53 110 116 91 95 99 14
split_gain=0.0391056 0.123661 0.166356 0.192008 0.162571 0.298896 0.168323 0.291427 0.131128 0.121795 0.114684
threshold=0.030689206905663017 0.0010918468469753864 0.0013986918493174019 0.00099512818269431613 0.011169348377734424 0.0058306583669036635 0.0034400182776153092 0.00087947337306104611 0.0016846025246195497 0.0019672545604407792 0.0013560238294303419
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 9 5 6 7 -5 -2 -4 -3
right_child=1 10 3 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-4.9517514538979471e-05 0.00030209856327435001 0.0029096469711900447 -0.00047680380182561148 -0.0013074586401353894 -0.0044514838492317075 0.00073614884114339848 -0.00046937339514414818 -0.0083084122184462605 0.0024539714341128204 0.0022410414027116961 -0.00012094165487120172
leaf_weight=8195.4016054868698 427.24334800243378 114.82512021064758 136.52773022651672 44.81346869468689 55.84706699848175 173.46363568305969 58.116684436798096 40.978358149528503 133.8935261964798 105.01747727394104 73.871810913085938
leaf_count=4400 95 32 36 16 25 49 20 30 27 24 26
internal_value=0 0.000297389 6.85853e-05 -0.000613228 -0.00146628 -0.000940978 -0.00296254 -0.00465146 0.000815559 0.000704844 0.00172322
internal_weight=0 1364.6 1175.9 614.764 373.219 317.372 143.909 85.7918 561.137 241.545 188.697
internal_count=4780 380 322 200 140 115 66 46 122 60 58
is_linear=0
shrinkage=0.06


Tree=529
num_leaves=12
num_cat=0
split_feature=37 150 114 30 23 72 80 40 25 20 20
split_gain=0.0392575 0.175622 0.172586 0.220568 0.176755 0.258266 0.202303 0.164767 0.24814 0.254711 0.2159
threshold=0.0011261500185355546 0.0068083447404205808 0.0054799309000372895 0.0014881226234138014 0.036783467978239066 0.011169348377734424 0.0041444667149335155 0.00060774214216507982 0.00042089859198313212 0.00080172589514404546 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -6 -2 -9 -10 -11
right_child=1 -3 3 -5 6 -7 -8 8 9 10 -12
leaf_value=-8.4125863607559121e-05 0.00076093494755608763 0.0010099301354791375 0.0033114691785646384 0.00026911460332255797 0.003678825981058394 0.00099703523850475247 -0.00033148860946382637 -0.0030695258860690177 -0.0019597115567766411 0.0011439830420176553 -0.0011673654644539266
leaf_weight=6464.9997024536133 186.08777594566345 702.35413241386414 107.49443686008453 424.83458364009857 80.523418784141541 320.23874199390411 103.47703301906586 202.7794177532196 384.51025211811066 301.82436263561249 280.87597465515137
leaf_count=3105 73 292 50 302 28 179 57 138 228 140 188
internal_value=0 0.000175727 -6.91514e-05 0.000883464 -0.000341742 -0.000535507 0.00142353 -0.000897418 -0.00116118 -0.000761088 2.98559e-05
internal_weight=0 3095 2392.65 532.329 1860.32 1676.32 184 1356.08 1169.99 967.211 582.7
internal_count=4780 1675 1383 352 1031 946 85 767 694 556 328
is_linear=0
shrinkage=0.06


Tree=530
num_leaves=12
num_cat=0
split_feature=61 149 44 93 146 110 29 81 112 73 33
split_gain=0.0381604 0.198285 0.199905 0.210859 0.186976 0.15733 0.189413 0.237387 0.21145 0.200981 0.15714
threshold=0.00064626874518580746 0.00070876078098081063 0.0013146653072908523 0.00040826165059115743 0.044033329933881767 0.0012745757703669371 0.0013986918493174019 0.0021592099219560628 0.0021592099219560628 0.00073092587990686308 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 10 -8 -9 -3
right_child=-2 5 4 -5 -6 -7 8 9 -10 -11 -12
leaf_value=-0.00078650834623218875 -7.5298771616915622e-05 -0.00071936424091713878 -0.0020780910430490554 0.0013570414799680775 0.0021607257955547818 -5.6753122577889913e-05 0.0018862925201284153 0.0040673609062582359 -0.0017371717465975893 -0.00090944198361351787 -0.0060029669028821026
leaf_weight=376.13590669631958 6855.1860955953598 47.447672724723816 323.94165694713593 294.60082602500916 42.361557960510254 739.78682005405426 662.05484974384308 50.760952234268188 63.542336940765381 68.810745000839233 35.370412349700928
leaf_count=252 3574 25 206 93 14 278 242 14 21 39 22
internal_value=0 0.00019084 -0.000460635 0.000154981 -0.00158789 0.000595935 0.00111625 -0.000506823 0.00156898 0.00120333 -0.00297591
internal_weight=0 2704.81 1037.04 670.737 366.303 1667.77 927.987 202.39 725.597 119.572 82.8181
internal_count=4780 1206 565 345 220 641 363 100 263 53 47
is_linear=0
shrinkage=0.06


Tree=531
num_leaves=12
num_cat=0
split_feature=55 79 115 14 12 1 83 145 52 61 127
split_gain=0.0390658 0.0879482 0.117839 0.107361 0.137446 0.1552 0.259543 0.196163 0.187942 0.156374 0.141532
threshold=0.00037263428384903824 0.020035739988088611 0.031632266007363803 0.0034400182776153092 0.015200819820165636 0.00070876078098081063 0.0014427106943912806 0.00093549740267917525 0.0017376682371832433 0.00087947337306104611 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 -9 -10 -11
right_child=-2 -3 -4 4 -6 -7 7 8 9 10 -12
leaf_value=-6.8888682378230156e-05 0.00031123333787401431 -0.0011042425187512851 -0.0012618845471944803 -0.0029923568302423656 0.0029158540518844844 -0.00022059069307006575 0.0042664397503999994 -0.0015924223394561407 -0.00065458238307179403 0.0036015859740645339 0.00058849142865058694
leaf_weight=6465.1889470815659 1260.4463131427765 274.04207348823547 262.32939970493317 49.377752423286438 81.409836411476135 692.09980499744415 81.045249819755554 78.9579256772995 77.731970310211182 146.33537316322327 91.035186052322388
leaf_count=2951 850 179 190 30 39 359 25 37 36 44 40
internal_value=0 -4.72667e-05 -1.11749e-05 3.10885e-05 0.000529066 0.00036935 0.00114783 0.00157811 0.00102521 0.00168114 0.00244602
internal_weight=0 8299.55 8025.51 7763.18 1297.99 1216.58 524.483 475.106 394.06 315.103 237.371
internal_count=4780 3930 3751 3561 610 571 212 182 157 120 84
is_linear=0
shrinkage=0.06


Tree=532
num_leaves=12
num_cat=0
split_feature=4 136 150 20 140 127 81 53 33 98 128
split_gain=0.038566 0.336859 0.210259 0.169819 0.244204 0.298255 0.191276 0.214293 0.187746 0.229547 0.184809
threshold=0.00039601318712811922 0.00062670491752214741 0.0025217677466571335 0.0013146653072908523 0.011880517937242987 0.0005893622583243997 0.0031340263085439806 0.0056525857653468856 0.0062037324532866487 0.0026833302108570938 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 -6 -5 -10 -9
right_child=-2 2 -4 8 5 -7 -8 10 9 -11 -12
leaf_value=-1.9858851625879126e-05 -8.1320573933196826e-05 -0.00041804555903246629 0.003012828117073403 0.0010173686606206069 -0.0033372127210158074 -0.0054525486024913509 -0.0039309036273026702 -0.0005956118464751491 0.0018584259548074485 -0.0045612336278793722 0.003471540317102608
leaf_weight=1530.5099343061447 6568.8343707323074 89.99152398109436 225.29329884052277 705.74255847930908 57.255315661430359 64.611047863960266 61.115475058555603 109.58176100254059 33.440332651138306 50.081876754760742 63.542336940765381
leaf_count=738 3337 46 81 353 33 39 43 38 17 34 21
internal_value=0 0.000178586 0.00203356 -3.99749e-05 -0.000349133 -0.00176432 -0.000946811 -0.000155186 0.00069902 -0.00199095 0.000897169
internal_weight=0 2991.17 315.285 2675.88 1886.62 356.106 291.495 230.379 789.265 83.5222 173.124
internal_count=4780 1443 127 1316 912 174 135 92 404 51 59
is_linear=0
shrinkage=0.06


Tree=533
num_leaves=12
num_cat=0
split_feature=14 8 75 133 78 71 43 149 71 24 150
split_gain=0.0388268 0.116721 0.249355 0.323014 0.258674 0.170373 0.114977 0.278688 0.218396 0.163605 0.289015
threshold=0.00040826165059115743 0.00017767510871635753 0.001792412775103003 0.002945306478068233 0.0026833302108570938 0.00062670491752214741 0.00017767510871635753 0.0011980500421486797 0.15819545835256579 0.0035485138650983576 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -4 7 8 9 -1 -11
right_child=1 -3 5 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=0.00054934262835752809 -0.0067122669035973347 -3.0010014596087982e-05 -0.0022037687553760855 0.0020409456744258604 -0.0012828521237523219 0.0022545486682831548 -7.2950210447449937e-05 0.0042573696598066776 0.0031925028983256659 -0.0038370224510314906 0.00089621841715986032
leaf_weight=695.04849791526794 69.697162628173828 5923.1566739082336 47.812259316444397 38.161860823631287 57.777146697044373 87.017782211303711 2289.9690892696381 73.167686581611633 92.418385863304138 92.286190271377563 93.487096786499023
leaf_count=334 50 3194 39 14 30 47 919 22 24 65 42
internal_value=0 -8.85328e-05 -0.0012422 -0.00280168 -0.00425141 0.000673579 0.000165148 0.000686203 0.000417725 0.000126587 -0.0014551
internal_weight=0 6223.62 300.466 165.636 127.474 134.83 3336.38 1046.41 973.24 880.822 185.773
internal_count=4780 3374 180 94 80 86 1406 487 465 441 107
is_linear=0
shrinkage=0.06


Tree=534
num_leaves=12
num_cat=0
split_feature=43 76 149 69 17 93 15 125 108 59 60
split_gain=0.0400868 0.117554 0.169999 0.252895 0.181238 0.174306 0.225363 0.148968 0.240382 0.189932 0.236986
threshold=0.00085274505545385193 0.0070226341485977182 0.0030382014811038975 0.00039601318712811922 0.0038949446752667431 0.00040826165059115743 0.0051502294372767219 0.0036604277556762104 0.00017767510871635753 0.013032016810029747 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 8 -4 -10 -11
right_child=1 -3 7 4 -6 6 -8 -9 9 10 -12
leaf_value=0.00012314531523805044 2.2705816042134511e-05 0.0012463315336008339 -0.003324745259326114 -0.0013796983405659606 0.00099985278957404966 -0.001914953268522478 -0.0073592606160725223 0.00060056472513660467 -2.8770998334730574e-06 -0.0052993368415384127 -0.00079484874347869302
leaf_weight=4769.0470374822617 42.726144552230835 215.66794919967651 88.947861909866333 286.82345819473267 192.60718822479248 57.777146697044373 52.011956453323364 980.02397429943085 2611.2013956308365 52.533787488937378 210.63193213939667
leaf_count=2626 28 80 52 186 116 30 39 426 1044 36 117
internal_value=0 -0.000122582 -0.00018711 -0.00110071 -0.000423734 -0.00322879 -0.00449416 -4.06987e-05 -0.000252777 -0.000157714 -0.00169405
internal_weight=0 4790.95 4575.28 631.946 479.431 152.515 109.789 3943.34 2963.31 2874.37 263.166
internal_count=4780 2154 2074 399 302 97 69 1675 1249 1197 153
is_linear=0
shrinkage=0.06


Tree=535
num_leaves=12
num_cat=0
split_feature=145 83 40 40 140 32 62 133 124 82 63
split_gain=0.0378732 0.221126 0.122253 0.217743 0.165082 0.145228 0.192867 0.176617 0.126618 0.213917 0.174944
threshold=0.00044738779251929378 0.045367386192083366 0.00060774214216507982 0.0020932231564074759 0.0051502294372767219 0.0012357163941487672 0.00064626874518580746 0.0022272822679951791 0.0012745757703669371 0.0070226341485977182 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 7 -1 9 10 -5
right_child=-2 -3 3 8 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0015907493738038802 -5.3569425921827601e-05 -0.0030008155238452315 -0.00059180911785350376 0.0025890502715589315 -0.0043923005939957632 -0.00085348326166406459 -0.00062695373123479469 0.0049058311282047925 -0.00041299313297606761 -0.0028712256648636171 0.00023494746205622409
leaf_weight=215.30336260795593 7958.6168776750565 71.262655735015869 132.35308194160461 238.07468354701996 59.707226395606995 98.730455994606018 95.052589893341064 79.115170121192932 349.34718191623688 44.99576199054718 217.4407844543457
leaf_count=66 4039 41 60 88 35 36 33 20 237 23 102
internal_value=0 0.000266231 0.000418388 5.12743e-05 -0.0017733 0.00120188 0.00172292 0.00248157 0.000463611 0.00107546 0.00146532
internal_weight=0 1601.38 1530.12 1041.92 192.06 488.202 389.471 294.419 849.858 500.511 455.515
internal_count=4780 741 700 545 95 155 119 86 450 213 190
is_linear=0
shrinkage=0.06


Tree=536
num_leaves=12
num_cat=0
split_feature=81 71 117 56 121 81 80 46 58 86 100
split_gain=0.0372454 0.146358 0.144968 0.0907172 0.0890197 0.0588926 0.23369 0.15964 0.157293 0.163163 0.170907
threshold=0.027182282879948619 0.010829726699739696 0.0056525857653468856 0.00044738779251929378 0.00055427959887310873 0.016668972559273246 0.00075379351619631063 0.00244467705488205 0.0020932231564074759 0.00087947337306104611 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 -2 -1 7 -7 -8 10 -10
right_child=1 2 -4 -5 -6 6 8 -9 9 -11 -12
leaf_value=1.0733123671093164e-05 -0.0023631242554940082 0.0032529216465087235 -9.9881058730301467e-05 0.0010229123182623058 0.00067632398762046419 -0.0066278533217659355 0.0013519454298968627 -0.0013867413073320855 -0.0014285792220087258 -0.0042272981737473455 0.0024148514340691578
leaf_weight=8619.1062343120575 100.86787784099579 107.12985026836395 81.931667447090149 97.347256183624268 52.873325228691101 34.848581314086914 167.90578758716583 52.351494193077087 139.70881414413452 46.586303949356079 59.342639803886414
leaf_count=4290 72 36 36 52 26 25 89 29 66 38 21
internal_value=0 0.000539079 0.00179995 -0.000410318 -0.00131782 -2.60175e-05 -0.000658591 -0.0034813 -6.3394e-05 -0.00103085 -0.000282748
internal_weight=0 440.15 189.062 251.088 153.741 9119.85 500.744 87.2001 413.544 245.638 199.051
internal_count=4780 222 72 150 98 4558 268 54 214 125 87
is_linear=0
shrinkage=0.06


Tree=537
num_leaves=12
num_cat=0
split_feature=93 112 150 65 65 88 21 85 11 58 81
split_gain=0.040123 0.156686 0.207582 0.274715 0.218992 0.226144 0.243739 0.258032 0.189651 0.240743 0.259787
threshold=0.021960759535431865 0.0021592099219560628 0.01884530205279589 0.00077738583786413084 0.011169348377734424 0.0012745757703669371 0.0011261500185355546 0.00039601318712811922 0.011880517937242987 0.0031340263085439806 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 6 -5 -8 9 -3 -11
right_child=-2 2 -4 4 -6 -7 7 -9 -10 10 -12
leaf_value=3.8325413593786189e-05 0.00026703588379309545 -0.00011993376828062444 0.0020008539870936754 0.0042385811272635876 -0.0029854306095560908 -0.0014262712079212286 -0.003062477923597649 0.0028415054550512591 -0.0055215675380293422 -0.0065598681218016737 -0.0017016131890794919
leaf_weight=7006.0217521190643 1671.4586064815521 180.14029240608215 85.427240252494812 91.19243049621582 69.332576036453247 110.65047192573547 51.12553882598877 55.66477370262146 53.055618524551392 57.255315661430359 128.67521584033966
leaf_count=3906 483 75 32 23 36 56 28 18 33 33 57
internal_value=0 -5.65807e-05 -0.000810008 -0.00111126 6.17047e-05 0.000746225 0.00196041 1.49913e-05 -0.00216903 -0.00168314 -0.00319766
internal_weight=0 7888.54 882.519 797.092 377.966 308.633 197.983 106.79 419.126 366.071 185.931
internal_count=4780 4297 391 359 161 125 69 46 198 165 90
is_linear=0
shrinkage=0.06


Tree=538
num_leaves=12
num_cat=0
split_feature=111 67 13 58 23 135 1 128 148 71 77
split_gain=0.0369322 0.0762582 0.057215 0.0560887 0.0415765 0.201718 0.226498 0.234226 0.345309 0.201096 0.312829
threshold=0.0013560238294303419 0.00080172589514404546 0.00077738583786413084 0.001792412775103003 0.015675474889576439 0.00039601318712811922 0.036783467978239066 0.0035485138650983576 0.014740333426743748 0.02129978779703379 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 6 7 8 9 10 -6
right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00010841782541785904 0.00070521961352118653 -0.0022759476959714761 0.00048899406551409933 0.0037062036616433316 0.00023473476521848103 -0.00029085908146505088 -0.0022933719197201119 -0.00104672802680436 -0.0012572604072538806 0.0028707799900323117 0.0032928728929184008
leaf_weight=6257.0200718641281 47.629966020584106 33.100794911384583 144.81997776031494 42.361557960510254 461.1484626531601 1633.5973318815231 85.974120140075684 192.78948152065277 171.94824028015137 326.63291001319885 162.9769172668457
leaf_count=3182 32 27 101 14 222 757 53 123 106 102 61
internal_value=0 0.00069452 -2.54021e-05 0.00211787 -2.00246e-05 0.000162205 0.00069031 0.000885308 0.00121707 0.00166457 0.0010333
internal_weight=0 267.912 177.921 89.9915 9292.09 3035.07 1401.47 1315.5 1122.71 950.758 624.125
internal_count=4780 174 128 46 4606 1424 667 614 491 385 283
is_linear=0
shrinkage=0.06


Tree=539
num_leaves=12
num_cat=0
split_feature=129 78 125 115 4 9 96 138 105 110 50
split_gain=0.0387 0.118901 0.109696 0.158798 0.119268 0.0950827 0.104775 0.134072 0.117033 0.107118 0.098971
threshold=0.0044099434744566688 0.12087306752800943 0.0031340263085439806 0.0028552538715302949 0.0036604277556762104 0.0030382014811038975 0.0016331639490090313 0.022641776129603389 0.0011261500185355546 0.00044738779251929378 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 -2 -8 -9 -10
right_child=2 -3 3 -5 -6 -7 8 9 10 -11 -12
leaf_value=-3.4216747012750078e-05 -7.8755348610095558e-05 -0.002339026321772394 -0.0026654056392725728 1.5853498116552179e-05 -0.0015591338311023327 -0.002258219424172011 -6.7755006242706633e-05 0.0043527772625868389 0.0025495749373593167 -0.00023295816528837708 -0.00056320321358552911
leaf_weight=7662.8860968351364 426.92190778255463 81.434885263442993 90.538403868675232 653.33401525020599 82.139009594917297 34.848581314086914 113.46696925163269 48.673628091812134 294.31138598918915 29.422928810119629 42.022020220756531
leaf_count=3534 290 63 67 437 67 25 72 26 151 24 24
internal_value=0 -5.84528e-05 0.000249316 -0.000310489 0.00063784 0.000820182 0.000932536 0.000339371 0.00159852 0.0026251 0.00216066
internal_weight=0 7744.32 1815.68 743.872 1071.81 989.667 954.819 505.018 449.8 78.0966 336.333
internal_count=4780 3597 1183 504 679 612 587 340 247 50 175
is_linear=0
shrinkage=0.06


Tree=540
num_leaves=12
num_cat=0
split_feature=35 53 128 17 28 84 128 128 75 75 37
split_gain=0.037085 0.114973 0.24875 0.185695 0.155557 0.14033 0.130578 0.256488 0.140614 0.270086 0.151828
threshold=0.0048403022810816774 0.011169348377734424 0.0010918468469753864 0.00040826165059115743 0.0022975050378590827 0.00040826165059115743 0.0035485138650983576 0.004017772153019906 0.0010918468469753864 0.0036604277556762104 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 -5 -4 8 -8 -2 10 -10
right_child=1 2 5 4 -6 -7 7 -9 9 -11 -12
leaf_value=-7.5961381543596318e-05 0.00068109543974552563 0.0039237841543449774 -0.0041814460917133983 -0.0023038050147304095 0.0028286320272172712 0.00024869871759208753 0.0033020279972869378 0.00020575501558612935 -0.0033543382361422278 -6.4840882039177776e-05 -0.00064403996407431691
leaf_weight=6764.8689365386963 333.30956673622131 131.28437101840973 30.648884177207947 41.500189185142517 43.587513327598572 160.73234868049622 106.79031252861023 981.81490707397461 178.07801711559296 659.5709388256073 127.81384706497192
leaf_count=3216 128 42 25 27 15 90 46 633 111 377 70
internal_value=0 0.000183844 0.00111497 0.00250872 0.000325367 -0.00046077 2.48119e-05 0.000509494 -0.000381439 -0.000748261 -0.00222187
internal_weight=0 2795.13 407.753 216.372 85.0877 191.381 2387.38 1088.61 1298.77 965.463 305.892
internal_count=4780 1564 199 84 42 115 1365 679 686 558 181
is_linear=0
shrinkage=0.06


Tree=541
num_leaves=12
num_cat=0
split_feature=4 51 150 68 84 50 20 136 101 150 46
split_gain=0.0391844 0.247488 0.114425 0.147347 0.0735305 0.0524435 0.0562031 0.0495319 0.0563338 0.124318 0.265357
threshold=0.010180860292166473 0.0005375427135732026 0.00068727668258361529 0.0079489401541650313 0.0012357163941487672 0.0010918468469753864 0.00055427959887310873 0.013032016810029747 0.05109804309904576 0.0013560238294303419 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 5 -5 -4 -7 8 -1 -10 -11
right_child=1 2 3 4 -6 6 -8 -9 9 10 -12
leaf_value=-1.0641438769573819e-05 -0.0035593671871577168 0.0035492292856406649 0.0013010242270707281 0.0036284034291722716 0.00027514717447383734 -0.0021455380274576063 0.00051403541054838829 0.0014032672889221997 0.00072557855261608218 2.7557153524880536e-05 -0.0046255265388062527
leaf_weight=8804.1753970384598 45.178055286407471 59.864470839500427 44.291637659072876 65.994247674942017 36.596367716789246 73.714566469192505 46.743548393249512 86.65319561958313 112.05872058868408 111.87642729282379 72.853197693824768
leaf_count=4393 30 18 19 23 23 43 21 33 64 57 56
internal_value=0 0.000603372 0.00117813 0.000647183 0.00243222 -0.000464371 -0.0011135 -2.44553e-05 -3.80491e-05 -0.000851091 -0.00180751
internal_weight=0 372.383 327.205 267.34 102.591 164.75 120.458 9187.62 9100.96 296.788 184.73
internal_count=4780 177 147 129 46 83 64 4603 4570 177 113
is_linear=0
shrinkage=0.06


Tree=542
num_leaves=12
num_cat=0
split_feature=44 33 30 123 144 43 110 93 93 105 93
split_gain=0.0375886 0.102533 0.0970065 0.164651 0.0927314 0.0702407 0.0983366 0.0614544 0.13747 0.362698 0.263842
threshold=0.04673989117145539 0.0013146653072908523 0.0010918468469753864 0.00038414125447161501 0.00039601318712811922 0.024810968898236755 0.0016846025246195497 0.021960759535431865 0.0048403022810816774 0.0032328735105693345 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 6 -3 8 -1 -10 -11
right_child=1 2 -4 -5 -6 -7 -8 -9 9 10 -12
leaf_value=3.5006973477898305e-05 0.0024141882540539244 0.0022390496282276621 -0.0025229563249604126 0.0029915705756033053 -0.0020722625213257027 -0.0013113901691956605 -0.00065051824702898992 0.00031625379561559246 -0.0013776195157473069 -0.0029501010207641054 0.00084161482652817074
leaf_weight=5893.619647026062 84.201284885406494 100.47824239730835 44.656224250793457 73.167686581611633 71.262655735015869 63.542336940765381 73.349979877471924 1545.5998879671097 912.82882010936737 73.896859765052795 623.39620673656464
leaf_count=3396 31 34 33 22 41 21 29 442 426 50 255
internal_value=0 0.000500834 0.000123054 0.000432537 -0.000174134 0.000395717 0.00101974 -2.82623e-05 -9.92247e-05 -0.000590561 0.000439781
internal_weight=0 510.658 426.457 381.801 308.633 237.371 173.828 9049.34 7503.74 1610.12 697.293
internal_count=4780 211 180 147 125 84 63 4569 4127 731 305
is_linear=0
shrinkage=0.06


Tree=543
num_leaves=12
num_cat=0
split_feature=103 54 8 103 60 71 116 39 93 10 50
split_gain=0.0365975 0.229598 0.127318 0.0686912 0.206346 0.197544 0.188356 0.250984 0.269507 0.162162 0.199745
threshold=0.016164712607860569 0.0035485138650983576 0.0027679565828293566 0.00096484774257987748 0.00046126570669002836 0.072653736919164671 0.00017767510871635753 0.0012745757703669371 0.0084566329605877417 0.00068727668258361529 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -5 -8 -9 -6 -11
right_child=1 -3 -4 4 9 -7 7 8 -10 10 -12
leaf_value=4.449571131664539e-05 0.0027981171362587063 -0.0020608223115048219 -1.1310054754680388e-06 0.00044261244355079597 0.0021611415801902445 0.00064757726178506377 -0.0016763622459925989 -0.0027566012596304443 -0.00965051924354479 0.0013415242070021715 -0.00081092250874572431
leaf_weight=7930.3378063440323 134.5976505279541 84.383578181266785 103.451984167099 66.51607871055603 116.9374932050705 106.94755697250366 144.06575572490692 45.882179617881775 36.778661012649536 212.19742524623871 577.9036625623703
leaf_count=4105 31 38 33 20 44 29 49 34 30 108 259
internal_value=0 0.000628358 0.00158162 -2.19326e-05 -0.000424921 -0.00155981 -0.00236486 -0.0031885 -0.00582394 7.57976e-05 -0.00023284
internal_weight=0 322.433 238.05 9237.57 1307.23 400.19 293.243 226.727 82.6608 907.039 790.101
internal_count=4780 102 64 4678 573 162 133 113 64 411 367
is_linear=0
shrinkage=0.06


Tree=544
num_leaves=12
num_cat=0
split_feature=131 144 138 125 117 75 43 70 11 150 50
split_gain=0.0373305 0.141768 0.207238 0.181975 0.168414 0.156965 0.218518 0.24462 0.307613 0.232495 0.186166
threshold=0.001792412775103003 0.0011261500185355546 0.00039601318712811922 0.00062670491752214741 0.0031340263085439806 0.00077738583786413084 0.0022975050378590827 0.0010918468469753864 0.020658296532928947 0.0053125319536775359 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 -2 -7 -8 9 -9 -11
right_child=1 2 -4 4 -6 6 7 8 -10 10 -12
leaf_value=-8.7219232636176212e-05 0.00044381989122674315 -0.0012253562050824258 0.000219178306241826 -0.00056126916130724012 0.0032344829117801691 -0.0016042703219743006 -0.0038708773479551092 -0.0027434462828025753 0.00497460871773621 0.0020911870100421772 -0.0014380465567179282
leaf_weight=6203.1670849323273 686.93854367733002 56.211653590202332 1409.9377213716507 51.829663157463074 223.72780573368073 500.13969206809998 46.404010653495789 80.548467636108398 53.212862968444824 168.924400806427 78.9579256772995
leaf_count=2888 276 39 900 32 90 360 31 52 16 59 37
internal_value=0 0.000161174 0.000536659 0.00188587 0.00252054 -0.000243737 -0.000752589 0.000242533 0.000742683 5.70195e-05 0.000967021
internal_weight=0 3356.83 1741.71 331.769 275.557 1615.13 928.187 428.048 381.644 328.431 247.882
internal_count=4780 1892 1061 161 122 831 555 195 164 148 96
is_linear=0
shrinkage=0.06


Tree=545
num_leaves=12
num_cat=0
split_feature=109 58 116 67 38 145 61 140 109 12 46
split_gain=0.0371164 0.306717 0.175934 0.0893205 0.0711556 0.142131 0.0583956 0.135573 0.327415 0.208377 0.206808
threshold=0.00017767510871635753 0.0062037324532866487 0.00017767510871635753 0.00037263428384903824 0.00085274505545385193 0.00044738779251929378 0.00064626874518580746 0.0012357163941487672 0.0013146653072908523 0.00050559637020342063 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 -2 -9 -10 -11
right_child=6 -3 3 -5 -6 -7 -8 8 9 10 -12
leaf_value=0.001509592167894934 -0.00066776814845646328 -0.0054494811112937476 -0.0043376877435160515 -0.00065094345511309052 0.0026521373468388096 -0.0022668722394693698 -6.8001562644361618e-05 0.0020694728582630593 0.00067264830460030741 0.00050333857402434985 -0.0016346686253131152
leaf_weight=110.80771636962891 450.68679308891296 41.500189185142517 38.526447415351868 61.297768354415894 63.542336940765381 53.055618524551392 6721.2424716949463 380.21035957336426 976.24591279029846 287.99931585788727 374.8849024772644
leaf_count=39 258 27 28 50 21 33 3499 132 327 139 227
internal_value=0 -0.000590254 2.60064e-05 -0.00207382 0.000947765 0.00028685 2.36795e-05 0.000273155 0.000483155 0.000115194 -0.000705782
internal_weight=0 368.73 327.23 99.8242 227.406 163.863 9191.27 2470.03 2019.34 1639.13 662.884
internal_count=4780 198 171 78 93 72 4582 1083 825 693 366
is_linear=0
shrinkage=0.06


Tree=546
num_leaves=12
num_cat=0
split_feature=35 71 94 59 32 3 3 118 125 35 117
split_gain=0.035308 0.127053 0.23989 0.198835 0.211037 0.126255 0.163081 0.122683 0.111803 0.0655079 0.252009
threshold=0.016164712607860569 0.010829726699739696 0.0033348383149132137 0.00064626874518580746 0.0042751494329422721 0.00017767510871635753 0.00050559637020342063 0.0032328735105693345 0.00090704852482303988 0.0081988852471113222 0.034632634371519096
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 5 -3 -4 7 -2 -7 -5 -8 -1 -11
right_child=1 2 3 4 -6 6 8 -9 -10 10 -12
leaf_value=1.9052366132429272e-05 -0.0028724607261954708 0.003916691959556972 -0.0030020449565138075 -0.0017556530460875509 0.0039285080701803093 0.0036654495508236453 -0.0027336060162416378 0.0019377172624619459 0.00014706135864797908 -0.00031736114218121157 -0.0054400224245983462
leaf_weight=7867.1990075111389 58.141733288764954 90.148768424987793 51.829663157463074 77.392432570457458 66.51607871055603 41.83972692489624 56.915777921676636 55.66477370262146 328.14135408401489 830.13597929477692 36.074536681175232
leaf_count=3800 44 29 32 46 20 17 43 18 206 499 26
internal_value=0 0.000374805 0.00126127 0.000309075 0.00116898 -0.000249417 0.000107832 -0.000210523 -0.000278734 -3.54742e-05 -0.000530701
internal_weight=0 826.59 341.552 251.403 199.573 485.039 426.897 133.057 385.057 8733.41 866.211
internal_count=4780 455 145 116 84 310 266 64 249 4325 525
is_linear=0
shrinkage=0.06


Tree=547
num_leaves=12
num_cat=0
split_feature=20 32 32 134 59 65 38 125 27 57 36
split_gain=0.0347275 0.157116 0.227807 0.270592 0.170577 0.18376 0.170931 0.202733 0.159108 0.284902 0.208717
threshold=0.00070876078098081063 0.0013986918493174019 0.0026833302108570938 0.00093549740267917525 0.023343417793512348 0.014293605927377941 0.0015833032084628942 0.0010585968848317864 0.00077738583786413084 0.00075379351619631063 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 8 -8 10 -10 -2
right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-9.552820924452825e-05 -9.7919103787610378e-05 -0.0017345859607484102 0.0002813685029995862 0.0018647023047590728 0.0022542685464372191 -0.0034141349992255769 -0.00046597555100457078 0.0037310686885799155 0.00079166655098783913 -0.0028690456048178679 -0.0030723773403331894
leaf_weight=5630.739172577858 552.68043088912964 533.19038927555084 859.69110369682312 87.539613246917725 171.92319142818451 47.108134984970093 66.176540970802307 110.80771636962891 1318.5449000597 81.252591967582703 100.34604680538177
leaf_count=2678 235 339 482 44 82 35 30 39 685 56 75
internal_value=0 0.000136895 -0.000351075 -0.00122699 0.000431892 0.00029429 0.000372636 0.00216174 0.000218388 0.000579177 -0.000554983
internal_weight=0 3929.26 1480.42 620.73 2448.84 2276.92 2229.81 176.984 2052.82 1399.8 653.026
internal_count=4780 2102 865 383 1237 1155 1120 69 1051 741 310
is_linear=0
shrinkage=0.06


Tree=548
num_leaves=12
num_cat=0
split_feature=84 82 4 59 78 68 26 138 35 146 106
split_gain=0.037399 0.108198 0.158806 0.180922 0.182684 0.138125 0.0973558 0.230594 0.218171 0.175976 0.138625
threshold=0.0012357163941487672 0.00017767510871635753 0.00039601318712811922 0.0012357163941487672 0.0042751494329422721 0.099488973617553725 0.00042089859198313212 0.00064626874518580746 0.0014427106943912806 0.00244467705488205 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 10 -9 -8 -3
right_child=1 5 3 4 -6 -7 9 8 -10 -11 -12
leaf_value=-6.3468089157729034e-05 -0.00073943526990587986 -0.00087691992771986521 -0.0010731833579784617 0.0053176124350890874 0.0012727624156562785 -0.0031180857227001389 -0.0033452966285695339 -0.0043564246951276727 -7.7130969989805886e-05 -0.00012079925138754299 0.0016197942108211036
leaf_weight=7433.750736117363 97.007718443870544 94.373514413833618 47.108134984970093 75.097766280174255 86.495951175689697 48.334090352058411 69.514869332313538 46.586303949356079 540.54612147808075 493.38788878917694 527.7967369556427
leaf_count=3628 62 53 35 27 50 36 43 38 345 262 201
internal_value=0 0.000221896 0.00126638 0.00219871 0.00315253 4.65043e-05 0.000132813 0.00043622 -0.000416674 -0.000519004 0.00124108
internal_weight=0 2126.25 305.71 208.702 161.594 1820.54 1772.21 1209.3 587.132 562.903 622.17
internal_count=4780 1152 174 112 77 978 942 637 383 305 254
is_linear=0
shrinkage=0.06


Tree=549
num_leaves=12
num_cat=0
split_feature=129 78 94 132 69 68 150 109 1 102 96
split_gain=0.0385901 0.0984034 0.0830082 0.133111 0.164036 0.127382 0.106331 0.101975 0.110229 0.138836 0.0937975
threshold=0.0044099434744566688 0.12087306752800943 0.0014427106943912806 0.00043393640953581786 0.004017772153019906 0.0031340263085439806 0.00055427959887310873 0.0021592099219560628 0.0013986918493174019 0.0012357163941487672 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 6 -6 -4 -2 9 -9 -5
right_child=2 -3 3 10 5 -7 -8 8 -10 -11 -12
leaf_value=-3.6321587153704102e-05 -0.00024713083326317962 -0.0021330710754126 4.2198438106469698e-06 0.00014483726146398667 0.0029737009582965043 -0.0014724100886581131 -0.0031710950344816637 0.004341953104709478 0.00024415808713435064 0.0012288285303788638 0.0027526966827165328
leaf_weight=7662.8860968351364 229.59319138526917 81.434885263442993 53.577449560165405 814.61324381828308 48.491334795951843 44.473930954933167 130.29080665111542 73.349979877471924 194.71956121921539 173.6960266828537 52.873325228691101
leaf_count=3534 177 63 30 548 19 26 96 29 128 104 26
internal_value=0 -5.83698e-05 0.000248962 -6.17773e-05 -0.00120731 0.000846713 -0.00224584 0.000778611 0.00131171 0.00215314 0.000303786
internal_weight=0 7744.32 1815.68 1144.32 276.834 92.9653 183.868 671.359 441.766 247.046 867.487
internal_count=4780 3597 1183 745 171 45 126 438 261 133 574
is_linear=0
shrinkage=0.06


Tree=550
num_leaves=12
num_cat=0
split_feature=35 17 101 80 10 133 65 146 79 4 67
split_gain=0.0365209 0.107837 0.194824 0.100859 0.118114 0.208212 0.202053 0.193469 0.195506 0.174662 0.255324
threshold=0.0048403022810816774 0.040252277627587325 0.00064626874518580746 0.011880517937242987 0.0058306583669036635 0.0048403022810816774 0.0035485138650983576 0.0010263677686452868 0.0019672545604407792 0.00017767510871635753 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 7 9 -6 -9 -7 -11
right_child=1 2 -4 -5 5 6 -8 8 -10 10 -12
leaf_value=-7.5381446349996869e-05 -0.00031431240277448046 0.0042574406335245188 -0.00099898848963035592 0.0016310216679704698 -0.0021000987184613155 -0.0028946276474726752 0.001895271929567577 0.0037971793850307702 0.00099915610860069979 0.0036559380193931464 -0.00092233316480767403
leaf_weight=6764.8689365386963 1522.8327618837357 61.090426206588745 43.430268883705139 148.10820841789246 49.560045719146729 114.17109358310699 120.61535930633545 130.05841565132141 291.15535092353821 52.691031932830811 261.41793322563171
leaf_count=3216 927 19 32 66 37 76 47 41 145 19 155
internal_value=0 0.000182441 0.0020733 0.000108988 2.03246e-05 0.000520091 -0.000273938 0.00144588 0.0018631 -0.000884846 -0.000154339
internal_weight=0 2795.13 104.521 2690.61 2542.5 1019.67 548.895 470.774 421.214 428.28 314.109
internal_count=4780 1564 51 1513 1447 520 297 223 186 250 174
is_linear=0
shrinkage=0.06


Tree=551
num_leaves=12
num_cat=0
split_feature=4 120 59 45 149 62 23 136 140 37 12
split_gain=0.036089 0.192954 0.170852 0.183151 0.149257 0.243139 0.146411 0.143052 0.156321 0.231582 0.200451
threshold=0.00039601318712811922 0.00017767510871635753 0.00099512818269431613 0.0035485138650983576 0.0010263677686452868 0.00085274505545385193 0.0056525857653468856 0.00090704852482303988 0.010180860292166473 0.0098710241727530974 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 6 -3 -6 -2 8 -1 10 -10
right_child=2 4 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=0.00019147704774326156 0.00044812244406685351 -0.00051311852493998798 3.6046511543200167e-05 -0.0018768717044459825 0.0058213408792806686 0.0011195836581949399 -0.002405021320838501 0.0020476276717403992 -0.00038004976675310006 0.0024043317436374377 -0.0027232135012894921
leaf_weight=2003.6034617424011 359.78380262851715 73.010442137718201 5759.4324859380722 370.66015648841858 59.864470839500427 116.9374932050705 78.9579256772995 120.61535930633545 331.37948703765869 67.924327373504639 217.83041989803314
leaf_count=1004 177 39 2920 203 18 44 37 47 123 28 140
internal_value=0 0.000172756 -7.86658e-05 -0.00089492 0.00176913 0.00271158 -6.53421e-05 2.72831e-05 -6.57001e-05 -0.000900658 -0.00130941
internal_weight=0 2991.17 6568.83 809.402 249.812 176.802 438.742 2741.35 2620.74 617.134 549.21
internal_count=4780 1443 3337 417 101 62 214 1342 1295 291 263
is_linear=0
shrinkage=0.06


Tree=552
num_leaves=12
num_cat=0
split_feature=131 78 113 17 17 51 46 36 14 71 147
split_gain=0.0353747 0.13174 0.235095 0.11485 0.342392 0.199301 0.177617 0.26305 0.222177 0.326502 0.199523
threshold=0.001792412775103003 0.048151826485991485 0.0013146653072908523 0.0016331639490090313 0.0018488886416889729 0.045367386192083366 0.0070226341485977182 0.00060774214216507982 0.0095705352723598498 0.055838862434029586 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 6 -1 10 9 -9 -8
right_child=1 2 -4 4 -6 -7 7 8 -10 -11 -12
leaf_value=0.00028763465207804016 7.2840957652873004e-05 0.00027608139521337414 0.0052276507369108443 -0.0049861344360681856 -0.00036004981072271231 -0.0031430647625520489 0.0005161392393555936 -0.0019973120985292731 0.00091323746343532713 -0.0080695442791182265 -0.0024127914135773929
leaf_weight=3762.7018768787384 3196.9617674350739 109.44956541061401 50.421414494514465 60.071812987327576 1398.0246567726135 68.993038296699524 524.30116415023804 184.72962498664856 66.176540970802307 38.526447415351868 99.641922473907471
leaf_count=1627 1789 79 24 49 719 46 205 113 30 28 71
internal_value=0 0.000156896 0.00183775 -8.49038e-05 -0.000550639 5.82104e-05 0.000105443 -0.000645103 -0.00214011 -0.00304517 4.83974e-05
internal_weight=0 3356.83 159.871 6203.17 1458.1 4745.07 4676.08 913.376 289.433 223.256 623.943
internal_count=4780 1892 103 2888 768 2120 2074 447 171 141 276
is_linear=0
shrinkage=0.06


Tree=553
num_leaves=12
num_cat=0
split_feature=91 142 53 26 140 14 82 71 53 24 121
split_gain=0.034559 0.187171 0.151924 0.146486 0.163034 0.213102 0.137749 0.198358 0.191686 0.161867 0.189628
threshold=0.0042751494329422721 0.0017376682371832433 0.0048403022810816774 0.00017767510871635753 0.00899649551138282 0.0013560238294303419 0.0070226341485977182 0.0092791137285530585 0.00093549740267917525 0.0072436286136507997 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 7 9 -9 10 -3
right_child=1 3 -4 4 5 -7 -8 8 -10 -11 -12
leaf_value=5.3387195967158247e-05 0.00021806631686948095 -0.0028647855216819016 0.0030578233882544155 -0.00087460851902300147 0.0018355720332540397 -0.0017940606664227951 0.00074672800547169742 0.001008982803710656 -0.0035976404849091407 0.0004982533536704055 0.0024435023938773519
leaf_weight=7842.4155089855194 233.56049752235413 145.70639538764954 95.574420928955078 314.29125845432281 261.18554222583771 74.940521836280823 118.52803516387939 38.865985155105591 199.10155165195465 206.77177274227142 29.058342218399048
leaf_count=3862 122 112 30 181 100 44 59 18 135 107 10
internal_value=0 -0.000243764 0.00104268 -0.000548717 0.00010777 0.00102633 -0.00112727 -0.00148582 -0.00284526 -0.000637917 -0.00198217
internal_weight=0 1717.58 329.135 1388.45 650.417 336.126 738.032 619.504 237.968 381.537 174.765
internal_count=4780 918 152 766 325 144 441 382 153 229 122
is_linear=0
shrinkage=0.06


Tree=554
num_leaves=12
num_cat=0
split_feature=44 43 59 73 61 99 85 36 62 93 118
split_gain=0.0354082 0.0847469 0.105646 0.179414 0.159212 0.0973543 0.0643033 0.0752122 0.0603456 0.0643127 0.140207
threshold=0.04673989117145539 0.024810968898236755 0.0038949446752667431 0.00060774214216507982 0.0014881226234138014 0.0011615398107096555 0.0012357163941487672 0.0010918468469753864 0.017724351026117805 0.021960759535431865 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -4 7 -5 9 -1 -11
right_child=1 -3 4 6 -6 -7 -8 -9 -10 10 -12
leaf_value=-8.418401908557697e-05 0.00319071273356024 -0.0012534163681024635 -0.00074810188142441939 -0.0022628601649686414 0.0010773378590700918 -0.0055980533642007776 0.0019123517774756315 0.0012759177954294139 -0.0015967737185244302 0.00052978682480243628 -0.0014892352139294544
leaf_weight=7462.4236377477646 127.42421162128448 84.201284885406494 35.370412349700928 54.803404927253723 102.59061539173126 25.745062708854675 44.81346869468689 35.709950089454651 87.357319951057434 1363.3722714185715 136.188192486763
leaf_count=4107 32 31 22 31 46 21 16 12 37 379 46
internal_value=0 0.000486091 0.000829545 0.00157497 -0.000366866 -0.00279116 5.35713e-05 -0.000866717 -2.74303e-05 -1.21331e-05 0.000346422
internal_weight=0 510.658 426.457 262.751 163.706 61.1155 135.327 90.5134 9049.34 8961.98 1499.56
internal_count=4780 211 180 91 89 43 59 43 4569 4532 425
is_linear=0
shrinkage=0.06


Tree=555
num_leaves=12
num_cat=0
split_feature=115 12 101 65 35 100 23 63 35 140 10
split_gain=0.0378848 0.166726 0.193552 0.201886 0.191825 0.161443 0.142682 0.228704 0.135795 0.332531 0.225879
threshold=0.00244467705488205 0.0016846025246195497 0.00017767510871635753 0.00043393640953581786 0.0037758676335215573 0.00017767510871635753 0.013860232196748258 0.0019071503775194289 0.0042751494329422721 0.031632266007363803 0.028884131461381916
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 4 -4 -3 7 -7 -1 10 -10
right_child=-2 2 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00011236040642250019 0.00014130149007216477 -0.0027899141846243376 -0.006041979719774453 -0.00074013806465922111 -0.0017833599987818359 0.0036539505284587524 -0.001654904359974996 -0.00049741327378032571 0.00059937842013847785 0.0042749315767692392 -0.0038823482631601316
leaf_weight=4103.9961535930634 3984.1072109937668 54.803404927253723 63.749679088592529 240.94127857685089 94.555807709693909 97.5045006275177 63.906923532485962 93.669390082359314 633.56843626499176 85.949071288108826 43.247975587844849
leaf_count=1693 2342 31 52 152 60 35 35 49 277 29 25
internal_value=0 -0.000100963 -0.000960476 -0.00183378 -0.00349831 0.000164667 0.00079945 0.00161991 2.42755e-05 0.000759434 0.000313
internal_weight=0 5575.89 709.131 399.247 158.305 309.884 255.081 191.174 4866.76 762.765 676.816
internal_count=4780 2438 414 264 112 150 119 84 2024 331 302
is_linear=0
shrinkage=0.06


Tree=556
num_leaves=12
num_cat=0
split_feature=115 149 147 110 80 99 93 87 19 142 102
split_gain=0.0348984 0.174091 0.146841 0.305011 0.219174 0.122157 0.191226 0.120209 0.252057 0.169416 0.12307
threshold=0.0010263677686452868 0.041476719081401832 0.00017767510871635753 0.00096484774257987748 0.0012357163941487672 0.0035485138650983576 0.021960759535431865 0.011519505176693203 0.0054799309000372895 0.0020932231564074759 0.025578102096915249
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 6 -3 10 9 -9 -1
right_child=1 5 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-1.8931849484023155e-05 0.0015242184898959902 -0.0013427575841426622 -4.1368310443188349e-05 0.0044051047133299116 -0.0034955877374796612 0.0038258865883628226 0.0026002065251925651 -0.0011583069615970268 0.0010152694704555795 -0.0059459352837637628 -0.0026702781005053617
leaf_weight=3800.4490534067154 92.078848123550415 80.183881044387817 5044.0757240056992 83.314867258071899 47.447672724723816 67.742034077644348 98.887700438499451 53.916987299919128 75.280059576034546 52.533787488937378 64.089216828346252
leaf_count=1579 34 38 2912 20 25 21 19 20 34 36 42
internal_value=0 9.82041e-05 2.52209e-05 0.00153249 -0.000182827 0.00165564 0.000834643 -0.00013382 -0.00164191 -0.00352102 -6.29016e-05
internal_weight=0 5513.73 5266.92 222.841 139.527 246.814 179.072 4046.27 181.731 106.451 3864.54
internal_count=4780 3069 2991 79 59 78 57 1711 90 56 1621
is_linear=0
shrinkage=0.06


Tree=557
num_leaves=12
num_cat=0
split_feature=114 53 53 67 37 109 22 116 47 93 126
split_gain=0.0344261 0.0699742 0.0676836 0.0667339 0.133818 0.131249 0.15509 0.196235 0.346876 0.172846 0.159713
threshold=0.013860232196748258 0.0081988852471113222 0.0063990866765379914 0.00017767510871635753 0.037906534969806678 0.02129978779703379 0.00017767510871635753 0.0049928687512874612 0.00747153488919139 0.0028552538715302949 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 7 8 -7 -10 -8
right_child=1 -3 -4 -5 -6 6 10 -9 9 -11 -12
leaf_value=0.00027163724913133994 0.0004597019415277951 -0.0011231764718746414 0.0028774934923215586 -0.00022327806044046246 -0.0017639587588934658 -0.0005903693444146694 -0.00086765206331503237 -0.00013974323159272295 -0.0029248571056873108 -0.0088711289909254344 0.0024006498740019337
leaf_weight=4380.7795778512955 565.97669529914856 93.694438934326172 44.99576199054718 3773.1426924467087 133.60408616065979 93.487096786499023 123.79644322395325 184.36503839492798 32.396670579910278 38.526447415351868 95.234883189201355
leaf_count=1816 400 73 23 2074 85 42 77 99 23 28 40
internal_value=0 0.000403624 0.000637763 -3.21185e-05 0.000109803 0.000160392 -0.000697898 -0.00148372 -0.00299082 -0.00615496 0.000553407
internal_weight=0 704.667 610.972 8855.33 5082.19 4948.59 567.807 348.775 164.41 70.9231 219.031
internal_count=4780 496 423 4284 2210 2125 309 192 93 51 117
is_linear=0
shrinkage=0.06


Tree=558
num_leaves=12
num_cat=0
split_feature=23 72 39 1 135 137 109 100 37 76 8
split_gain=0.0344347 0.208799 0.211999 0.168991 0.213832 0.234928 0.236835 0.308043 0.215819 0.158655 0.193301
threshold=0.015675474889576439 0.0037758676335215573 0.013032016810029747 0.091400381177663817 0.00039601318712811922 0.0014881226234138014 0.010500331409275534 0.0058306583669036635 0.0016331639490090313 0.0020932231564074759 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -8 10 -3
right_child=1 9 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-7.8041201052549087e-05 0.0023120251868488941 -0.00090508281611022593 -0.0031576675455456415 -0.0027021666213944201 6.4117154445015448e-05 -0.0015698099174189216 -0.0019788404742477725 0.0026415212659765402 0.0024112767678536426 -0.0028062327230087922 0.0014688968388703054
leaf_weight=6504.7952516078949 571.20195698738098 514.61876547336578 56.915777921676636 56.029360294342041 1126.3593474626541 95.781763076782227 177.37389278411865 133.73628175258636 52.169200897216797 108.56314778327942 162.45508623123169
leaf_count=3343 209 317 43 32 470 61 107 44 22 68 64
internal_value=0 0.000166156 0.00045799 0.000550995 0.000635512 0.0012602 0.00155027 0.00035253 -0.000981081 -0.000676898 -0.000335477
internal_weight=0 3055.2 2269.57 2212.65 2156.62 1030.26 934.481 363.279 229.543 785.637 677.074
internal_count=4780 1437 988 945 913 443 382 173 129 449 381
is_linear=0
shrinkage=0.06


Tree=559
num_leaves=12
num_cat=0
split_feature=129 125 49 47 78 147 73 114 69 79 75
split_gain=0.0357261 0.0923817 0.123648 0.129646 0.0801317 0.0793668 0.152224 0.105351 0.137443 0.118159 0.106107
threshold=0.0044099434744566688 0.0031340263085439806 0.00037263428384903824 0.0036604277556762104 0.12087306752800943 0.028884131461381916 0.0010585968848317864 0.011169348377734424 0.0014881226234138014 0.00082683752407319855 0.032603342086076743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 7 -7 10 9 -9 -1
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-1.6450476959387143e-05 0.00059609127506173368 -0.00024983529883302301 0.00059732753204603595 -0.0025385782168831951 -0.0019283642874644612 0.0031136736318573277 -0.0013958825727969405 -0.00046003502869509076 -0.0012505708042425641 0.0031140242699687652 -0.002674941220946725
leaf_weight=7067.6938148736954 1071.806431055069 286.82345819473267 327.80181634426117 129.24714457988739 81.434885263442993 29.762466549873352 284.9184273481369 45.699886322021484 57.61990225315094 122.72773230075836 54.4638671875
leaf_count=3141 679 186 216 102 63 14 205 27 47 59 41
internal_value=0 0.000239545 -0.000274184 -0.000960805 -5.6162e-05 -3.62658e-05 -0.000969369 3.69359e-06 0.00127892 0.00214427 -3.67802e-05
internal_weight=0 1815.68 743.872 416.071 7744.32 7662.89 314.681 7348.21 226.048 168.428 7122.16
internal_count=4780 1183 504 288 3597 3534 219 3315 133 86 3182
is_linear=0
shrinkage=0.06


Tree=560
num_leaves=12
num_cat=0
split_feature=81 23 71 138 47 107 0 107 29 67 101
split_gain=0.0366856 0.126942 0.135341 0.134887 0.120114 0.0788733 0.0491666 0.136195 0.0565621 0.12035 0.253574
threshold=0.027182282879948619 0.013860232196748258 0.010829726699739696 0.00017767510871635753 0.0084566329605877417 0.0019071503775194289 0.055838862434029586 0.0019071503775194289 0.0027679565828293566 0.0044099434744566688 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 5 -2 8 -8 -1 -10 -11
right_child=1 -3 3 -5 -6 -7 7 -9 9 10 -12
leaf_value=-0.00024327034335164252 0.0001835137546283778 -0.0014797182517812396 0.00045831866167889992 0.0040604817562067521 0.0031153962413756364 -0.0027068569060520534 0.0007247086633311963 -0.0038555083089392775 4.357692941676234e-05 0.0038139004224441975 -0.00096971729824371481
leaf_weight=2671.1521592140198 114.51063132286072 89.651986241340637 69.150282740592957 81.567080855369568 36.935905456542969 48.334090352058411 50.603707790374756 43.430268883705139 6192.8877086639404 90.331061720848083 71.44494903087616
leaf_count=1480 66 56 29 22 13 36 31 32 2931 36 48
internal_value=0 0.000535012 0.00105035 0.00240778 2.62828e-05 -0.00067438 -2.58212e-05 -0.0013907 -1.16015e-05 8.57794e-05 0.00170132
internal_weight=0 440.15 350.498 150.717 199.781 162.845 9119.85 94.034 9025.82 6354.66 161.776
internal_count=4780 222 166 51 115 102 4558 63 4495 3015 84
is_linear=0
shrinkage=0.06


Tree=561
num_leaves=12
num_cat=0
split_feature=34 69 70 15 114 79 102 62 67 28 124
split_gain=0.0363393 0.135853 0.18109 0.211896 0.198485 0.17657 0.171077 0.242116 0.156133 0.153965 0.144586
threshold=0.0079489401541650313 0.0005375427135732026 0.0005375427135732026 0.007706565549597145 0.00017767510871635753 0.0022975050378590827 0.0056525857653468856 0.0014427106943912806 0.00060774214216507982 0.00747153488919139 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 5 6 8 7 -5 -4 10 -2
right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-8.593624596615681e-05 0.0017881284697921331 -0.00012452482826046752 0.0010529831925732043 -0.0082940962531185391 0.00015783714563731278 -0.00032887504542598368 -0.00059686381790603977 -0.0011274787464141027 0.0046856933433206882 0.0047477486136200207 -0.00071236462469847529
leaf_weight=6209.1076171398163 349.61157310009003 2159.5071355104446 127.08467388153076 36.778661012649536 179.27892363071442 185.25145602226257 60.046764135360718 31.510252952575684 64.064167976379395 48.491334795951843 109.26727211475372
leaf_count=3047 155 1162 42 30 88 110 25 12 18 19 72
internal_value=0 0.000159237 0.000673585 3.64944e-05 -0.00113166 0.000991175 -0.00293303 -0.00498724 0.0022705 0.00153248 0.00119272
internal_weight=0 3350.89 1191.39 684.015 307.615 376.4 128.336 68.2889 191.149 507.37 458.879
internal_count=4780 1733 571 325 155 170 67 42 60 246 227
is_linear=0
shrinkage=0.06


Tree=562
num_leaves=12
num_cat=0
split_feature=135 143 91 109 84 145 146 63 137 50 4
split_gain=0.0342907 0.153255 0.24102 0.223726 0.183511 0.166843 0.22039 0.163637 0.158109 0.153621 0.154016
threshold=0.0037758676335215573 0.0034400182776153092 0.000490355829242617 0.0013146653072908523 0.00093549740267917525 0.0010918468469753864 0.0032328735105693345 0.011519505176693203 0.000490355829242617 0.0053125319536775359 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -4 -7 9 -8 10 -5
right_child=1 3 4 7 -6 6 8 -9 -10 -11 -12
leaf_value=-5.778561270361315e-05 0.0012234606999867797 0.0042368574837930014 -0.00085442538433597778 0.0031653921145800607 0.00044904114120140589 -0.00090533870336209242 -0.0079923877668151982 -0.0023289220617091718 -0.0025869806796319102 0.000123597356007665 0.00066602819907127502
leaf_weight=7595.7772353887558 207.94763040542603 58.638515472412109 189.0615177154541 142.1356760263443 160.88959312438965 62.316381573677063 45.360348582267761 72.149073362350464 34.14445698261261 755.22745764255524 236.35194599628448
leaf_count=3952 60 17 72 44 73 20 37 52 21 318 114
internal_value=0 0.000223461 -0.000489 0.000617705 -0.00121312 -0.00202134 -0.00357694 0.000441714 -0.00567096 0.000618036 0.00160463
internal_weight=0 1964.22 699.72 1264.5 491.772 330.883 141.821 1205.86 79.5048 1133.72 378.488
internal_count=4780 828 283 545 223 150 78 528 58 476 158
is_linear=0
shrinkage=0.06


Tree=563
num_leaves=12
num_cat=0
split_feature=78 17 54 99 73 4 75 138 58 74 4
split_gain=0.0361619 0.149618 0.165075 0.11159 0.0792506 0.0573457 0.0443697 0.0413578 0.0704661 0.0413236 0.0498463
threshold=0.072653736919164671 0.00040826165059115743 0.0005893622583243997 0.00017767510871635753 0.0044099434744566688 0.0015833032084628942 0.0048403022810816774 0.070576477795839324 0.001792412775103003 0.021960759535431865 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 -3 -4 -5 6 -2 9 -9 10 -1
right_child=1 2 3 4 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00018822079350774918 -0.0030737303601456028 -0.0010791008184973462 0.0050653685098647734 -0.00024055882119291224 0.0027884590703151318 0.0010363776044668171 -0.00063020255627956403 0.00022713611784558804 -0.0034950052064329743 0.0018376832200152813 -0.00011597520575755084
leaf_weight=2813.9488131999969 44.656224250793457 64.975634455680847 44.291637659072876 51.829663157463074 77.731970310211182 40.091940522193909 66.723420858383179 40.978358149528503 33.100794911384583 43.247975587844849 6238.4233992099762
leaf_count=1319 33 53 19 32 36 19 51 30 27 25 3136
internal_value=0 0.000565622 0.00150117 0.00246551 0.00157673 -0.000909478 -0.0016099 -2.40752e-05 -0.00143603 -1.25756e-05 -2.14152e-05
internal_weight=0 390.3 238.829 173.853 129.562 151.472 111.38 9169.7 74.0792 9095.62 9052.37
internal_count=4780 243 140 87 68 103 84 4537 57 4480 4455
is_linear=0
shrinkage=0.06


Tree=564
num_leaves=12
num_cat=0
split_feature=99 81 99 146 45 4 43 10 102 9 125
split_gain=0.036699 0.100367 0.18014 0.17731 0.120783 0.118161 0.0993933 0.192273 0.196676 0.149967 0.110418
threshold=0.0046923852059990176 0.0013146653072908523 0.017188700847327713 0.00077738583786413084 0.0016846025246195497 0.00017767510871635753 0.0081988852471113222 0.010500331409275534 0.0014427106943912806 0.00073092587990686308 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 -4 10 8 9 -8 -5
right_child=1 3 5 6 -6 -7 7 -9 -10 -11 -12
leaf_value=-7.3988282715278282e-05 0.0010738946101086137 -0.0036462023405585352 0.0009581627898421842 -0.00061705166959947425 0.0042942715277757715 -0.0026235871094829602 0.0035856462597895558 -0.0013602531671876631 -0.0010493477192965233 0.00042672170012235188 0.000309783868497533
leaf_weight=6847.5478746891022 93.304803490638733 45.699886322021484 88.922813057899475 759.00551915168762 76.141428351402283 52.873325228691101 159.9781266450882 96.982669591903687 72.306317806243896 81.749374151229858 1185.4876937866211
leaf_count=3465 35 27 28 417 21 26 38 38 35 29 621
internal_value=0 0.000186782 0.00120053 5.53813e-05 0.00252099 -0.00037741 0.000127197 0.000974934 0.00169611 0.00251734 -5.19933e-05
internal_weight=0 2712.45 311.242 2401.21 169.446 141.796 2355.51 411.016 314.034 241.728 1944.49
internal_count=4780 1315 110 1205 56 54 1178 140 102 67 1038
is_linear=0
shrinkage=0.06


Tree=565
num_leaves=12
num_cat=0
split_feature=51 109 117 96 140 94 124 78 73 76 31
split_gain=0.0353805 0.163648 0.163906 0.174009 0.20024 0.155215 0.208584 0.113701 0.111711 0.242383 0.205959
threshold=0.0034400182776153092 0.0021592099219560628 0.04673989117145539 0.0012357163941487672 0.0060143163427710542 0.0062037324532866487 0.0026012937305495147 0.0079489401541650313 0.00087947337306104611 0.0019071503775194289 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -5 -2 9 -3 -10
right_child=1 8 -4 4 -6 -7 -8 -9 10 -11 -12
leaf_value=-8.4175923400912035e-05 -0.0021743707903060998 0.00063390322782233663 0.0043069883951477898 -0.0039076908020648157 0.0042101658574702138 0.002786950197796202 0.0017339598283783711 0.00072323390705204913 -0.0010176901575934369 -0.0028734927259177969 0.00034145154110954632
leaf_weight=6240.9323589801788 86.495951175689697 1138.2793633937836 53.212862968444824 45.178055286407471 84.723115921020508 68.628451704978943 49.377752423286438 111.71918284893036 813.8339729309082 75.644646167755127 791.97411847114563
leaf_count=3025 50 490 16 30 28 32 30 74 472 48 485
internal_value=0 0.000158278 0.00115944 0.00078401 0.00184359 0.000614895 -0.000961579 -0.000541206 -1.90144e-05 0.000415343 -0.00034737
internal_weight=0 3319.07 499.335 446.123 247.907 163.184 94.5558 198.215 2819.73 1213.92 1605.81
internal_count=4780 1755 260 244 120 92 60 124 1495 538 957
is_linear=0
shrinkage=0.06


Tree=566
num_leaves=12
num_cat=0
split_feature=21 78 94 30 75 58 91 68 116 62 43
split_gain=0.0371628 0.10953 0.224936 0.155351 0.153703 0.127605 0.121493 0.181935 0.171332 0.120386 0.111454
threshold=0.0068083447404205808 0.000490355829242617 0.0016846025246195497 0.0010918468469753864 0.0048403022810816774 0.0095705352723598498 0.00099512818269431613 0.0068083447404205808 0.0014427106943912806 0.00050559637020342063 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 8 -8 -3 -9 -6
right_child=1 3 -4 5 10 -7 7 9 -10 -11 -12
leaf_value=-5.0402367642205968e-05 4.4966510514966561e-06 0.0012311438134528076 -0.0040633407360412483 -7.5730597425429177e-05 0.00075810353241555011 -0.0037162754012603177 -5.1191546548957478e-05 0.0047538943158211737 -0.0025604285708706073 0.0019903063871062323 -0.0039473310472366661
leaf_weight=8091.2023506164551 378.1230354309082 142.1356760263443 56.211653590202332 224.82156550884247 36.414074420928955 40.978358149528503 134.62269937992096 70.715775847434998 61.455012798309326 287.24509382247925 36.074536681175232
leaf_count=4154 144 44 39 132 16 30 55 20 33 87 26
internal_value=0 0.000277653 -0.000521963 0.000613384 0.00104576 -0.000636993 0.00131954 0.00182911 8.6636e-05 0.00253626 -0.00158359
internal_weight=0 1468.8 434.335 1034.46 768.663 265.8 696.174 492.584 203.591 357.961 72.4886
internal_count=4780 626 183 443 281 162 239 162 77 107 42
is_linear=0
shrinkage=0.06


Tree=567
num_leaves=12
num_cat=0
split_feature=72 17 83 147 67 81 50 50 9 47 112
split_gain=0.0353157 0.117862 0.129459 0.151897 0.146295 0.126859 0.118816 0.154833 0.109665 0.25517 0.266002
threshold=0.0095705352723598498 0.0046923852059990176 0.016164712607860569 0.0053125319536775359 0.0010585968848317864 0.0015833032084628942 0.021960759535431865 0.00899649551138282 0.0011261500185355546 0.0014427106943912806 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 -3 7 -5 -1 -10 -11
right_child=1 5 4 6 -6 -7 -8 -9 9 10 -12
leaf_value=4.8919869308077126e-05 0.0011987783400423618 0.004299267195540692 -0.0020490514570821873 -0.00036519103958244031 0.0010444055856808218 0.00077366474172401519 -0.0022741817794411346 0.0018292973554291066 0.0007111651402626776 -0.0015269236596885821 0.0010901865857890344
leaf_weight=6195.1322772502899 404.57222247123718 40.613771557807922 199.62338268756866 643.7337144613266 75.98418390750885 385.37162089347839 89.834279537200928 141.11706280708313 411.24887919425964 803.50449895858765 169.26393854618073
leaf_count=2902 169 16 132 460 38 215 63 74 195 467 49
internal_value=0 0.000225575 -1.66754e-05 0.000237444 -0.00119619 0.0011098 -0.000207206 2.93805e-05 -5.89551e-05 -0.000541825 -0.00107154
internal_weight=0 1980.85 1554.86 1279.26 275.608 425.985 874.685 784.851 7579.15 1384.02 972.768
internal_count=4780 1167 936 766 170 231 597 534 3613 711 516
is_linear=0
shrinkage=0.06


Tree=568
num_leaves=12
num_cat=0
split_feature=115 128 74 132 12 35 116 4 24 45 39
split_gain=0.0370178 0.229261 0.0987231 0.184949 0.129771 0.170854 0.196086 0.186439 0.183871 0.180051 0.145609
threshold=0.00244467705488205 0.0058306583669036635 0.0014881226234138014 0.0011615398107096555 0.0016846025246195497 0.0054799309000372895 0.0081988852471113222 0.00046126570669002836 0.0013986918493174019 0.0087224207818508166 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 -6 10 -7
right_child=-2 -3 -4 -5 5 9 7 -9 -10 -11 -12
leaf_value=-3.0944052081461479e-05 0.00013967519600359451 -0.0032162301564237698 0.0027303783167525577 0.0020414877706720503 -0.00086234472328238702 -0.0025228600950295077 0.0039200114072005937 -0.0015864009215271941 -0.0042993432401662165 0.0021761413808891123 0.0016324230587076083
leaf_weight=4738.6082519292831 3984.1072109937668 83.704502701759338 45.517593026161194 144.61263561248779 97.347256183624268 93.329852342605591 34.483994722366333 61.819599390029907 132.03859305381775 99.434580326080322 44.99576199054718
leaf_count=1964 2342 58 20 70 52 59 11 47 94 40 23
internal_value=0 -9.98012e-05 -5.23048e-05 -7.55596e-05 -0.000133302 -0.000994129 -0.00188683 0.000385313 -0.00284074 0.000228708 -0.00117119
internal_weight=0 5575.89 5492.19 5446.67 5302.06 563.45 325.689 96.3036 229.386 237.76 138.326
internal_count=4780 2438 2380 2360 2290 326 204 58 146 122 82
is_linear=0
shrinkage=0.06


Tree=569
num_leaves=12
num_cat=0
split_feature=34 134 34 92 106 119 80 144 35 109 61
split_gain=0.0336945 0.132169 0.187608 0.122562 0.11797 0.194007 0.360554 0.19474 0.225171 0.244882 0.182771
threshold=0.0079489401541650313 0.00066645268816500913 0.064669914543628707 0.00055427959887310873 0.011519505176693203 0.00073092587990686308 0.0016846025246195497 0.0023699469165876512 0.00017767510871635753 0.013032016810029747 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 6 10 8 -8 -10 -6
right_child=1 2 -4 -5 5 -7 7 -9 9 -11 -12
leaf_value=3.9257841591977511e-05 0.00029074108455217745 -0.0034773585668506327 0.0026656507956844084 -0.00076088981610390532 -0.00096813813107659555 0.00089330644970672245 -0.0013631426593867925 0.0002773880113809275 -0.0070001667036362356 -0.0021056168411100582 0.0012974424119111909
leaf_weight=5099.314667224884 2957.6179821491241 76.870601534843445 47.265379428863525 269.1382520198822 332.81278455257416 233.53544867038727 117.6416175365448 67.584789633750916 84.590920329093933 65.13287889957428 208.4945102930069
leaf_count=2522 1491 49 18 175 155 98 48 38 69 36 81
internal_value=0 0.000153333 -0.000880043 -0.00136439 -8.27499e-05 -0.000643355 -0.0010529 -0.00260012 -0.0033275 -0.00487094 -9.55079e-05
internal_weight=0 3350.89 393.274 346.009 6209.11 1109.79 876.258 334.95 267.365 149.724 541.307
internal_count=4780 1733 242 224 3047 525 427 191 153 105 236
is_linear=0
shrinkage=0.06


Tree=570
num_leaves=12
num_cat=0
split_feature=115 128 149 128 10 30 109 22 148 147 72
split_gain=0.0338881 0.183256 0.149988 0.126019 0.194746 0.127579 0.125066 0.132712 0.119514 0.143752 0.116768
threshold=0.0010263677686452868 0.0048403022810816774 0.041476719081401832 0.0022272822679951791 0.00899649551138282 0.0010918468469753864 0.0034400182776153092 0.00082683752407319855 0.08153740689158441 0.00747153488919139 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 5 -5 8 -4 -8 9 -1 -2
right_child=2 -3 6 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00020905855771408135 0.0010776471271100379 -0.0038807131829132146 0.0034224213868650571 -0.00026576940581107139 0.0045919819509506847 -0.0032340883085558536 -0.00083912801329984177 0.0026516882406944385 0.0026635401553946579 0.0021734105943062598 -4.7082816802221462e-05
leaf_weight=3682.2856048345566 356.42042541503906 46.404010653495789 84.018991589546204 69.332576036453247 51.986907601356506 47.629966020584106 96.982669591903687 65.811954379081726 55.142942667007446 93.487096786499023 4910.4966866970062
leaf_count=1534 140 31 24 36 15 32 38 16 21 42 2851
internal_value=0 -0.000131869 9.67722e-05 -8.83768e-05 0.00181584 -0.00014794 0.00154238 0.000572082 -0.00010957 -0.000150069 2.90294e-05
internal_weight=0 4046.27 5513.73 3999.87 121.319 3878.55 246.814 162.795 3830.92 3775.77 5266.92
internal_count=4780 1711 3069 1680 51 1629 78 54 1597 1576 2991
is_linear=0
shrinkage=0.06


Tree=571
num_leaves=12
num_cat=0
split_feature=23 72 100 96 135 39 32 135 115 87 104
split_gain=0.039265 0.168421 0.152745 0.266305 0.287972 0.238319 0.193876 0.18582 0.185141 0.285718 0.176123
threshold=0.015675474889576439 0.0037758676335215573 0.0079489401541650313 0.0012357163941487672 0.00039601318712811922 0.0027679565828293566 0.000490355829242617 0.00050559637020342063 0.00055427959887310873 0.0058306583669036635 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 7 6 -6 -5 -4 9 -2 -10
right_child=1 -3 3 4 5 -7 -8 -9 10 -11 -12
leaf_value=-8.3335236226316788e-05 -0.00030358220883679177 -0.00057973600440322601 0.00053935887471368298 0.0022541634651564195 0.001674124471821876 -0.0023826534188899295 0.0064850321049624363 -0.0041095641962938557 0.0016753193437503749 -0.0051901256358440652 3.0668837748980449e-05
leaf_weight=6504.7952516078949 600.64993464946747 785.63699948787689 86.65319561958313 96.800376296043396 261.16049337387085 65.13287889957428 65.290123343467712 48.15179705619812 375.51388025283813 46.404010653495789 623.81089103221893
leaf_count=3343 257 449 33 31 76 36 19 29 159 31 317
internal_value=0 0.000177428 0.000439529 0.00123958 0.00189121 0.000864333 0.00395836 -0.00112122 0.000136693 -0.000654025 0.000648675
internal_weight=0 3055.2 2269.57 623.189 488.384 326.293 162.09 134.805 1646.38 647.054 999.325
internal_count=4780 1437 988 224 162 112 50 62 764 288 476
is_linear=0
shrinkage=0.06


Tree=572
num_leaves=12
num_cat=0
split_feature=21 141 81 54 5 125 128 95 108 7 50
split_gain=0.0333642 0.117223 0.12018 0.11164 0.118508 0.115766 0.102261 0.109767 0.124681 0.12741 0.119933
threshold=0.0068083447404205808 0.0038949446752667431 0.016668972559273246 0.0045489775948226461 0.00038414125447161501 0.001792412775103003 0.0012745757703669371 0.00066645268816500913 0.0098710241727530974 0.00017767510871635753 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -3 -5 -6 7 10 9 -9 -2
right_child=1 3 -4 4 5 -7 -8 8 -10 -11 -12
leaf_value=-4.7756983043241605e-05 -0.0016269716478867762 -9.0954212451990174e-05 -0.0030129649180198155 0.0028449646329940315 -0.00077395412822871225 0.0023995347861040096 -0.0012627388340342711 0.0035085772907192847 -0.00017848737661866964 0.00071157111876851567 0.0013096725664231974
leaf_weight=8091.2023506164551 161.07188642024994 218.30215322971344 49.899583458900452 157.70850920677185 98.390918254852295 71.419900178909302 179.30397248268127 96.096251964569092 213.58062505722046 150.3778258562088 72.64585554599762
leaf_count=4154 80 89 27 43 46 24 112 27 92 61 25
internal_value=0 0.00026308 -0.000149118 0.000960102 0.00166066 0.000560768 1.45612e-05 0.000344677 0.0008826 0.00180208 -0.000714182
internal_weight=0 1468.8 922.976 545.821 327.519 169.811 873.076 693.772 460.055 246.474 233.718
internal_count=4780 626 424 202 113 70 397 285 180 88 105
is_linear=0
shrinkage=0.06


Tree=573
num_leaves=12
num_cat=0
split_feature=131 53 23 17 23 78 0 28 144 7 19
split_gain=0.0354267 0.133134 0.219137 0.197794 0.217742 0.154601 0.152567 0.14577 0.167521 0.171601 0.14727
threshold=0.001792412775103003 0.0042751494329422721 0.0056525857653468856 0.0058306583669036635 0.0037758676335215573 0.0036604277556762104 0.0020932231564074759 0.0022975050378590827 0.0072436286136507997 0.002945306478068233 0.034632634371519096
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 -1 8 10 -10 -3
right_child=-2 7 -4 5 -6 -7 -8 -9 9 -11 -12
leaf_value=0.00046650342031515828 0.00015701071075448607 0.00017390595872983402 -0.00099721339597328893 -0.0048493409357804251 0.0014759961461310502 -0.00072404524207174241 -0.00088325793078557744 0.0010728357663505968 -0.0044601743245736127 0.0003314553318774265 -0.0025660142848900141
leaf_weight=660.85394322872162 3356.8327473402023 2504.983011841774 1208.573503613472 47.629966020584106 392.65220654010773 104.36345064640045 554.37116825580597 548.32348930835724 59.889519691467285 48.855921387672424 72.670904397964478
leaf_count=265 1892 1043 609 32 149 68 346 252 42 33 49
internal_value=0 -8.49661e-05 -0.00037513 5.20795e-05 0.00024765 -0.00201678 -0.000149242 0.000181312 -6.5785e-07 -0.00230745 9.66603e-05
internal_weight=0 6203.17 2968.44 1759.87 1607.88 151.993 1215.23 3234.72 2686.4 108.745 2577.65
internal_count=4780 2888 1469 860 760 100 611 1419 1167 75 1092
is_linear=0
shrinkage=0.06


Tree=574
num_leaves=12
num_cat=0
split_feature=58 58 128 88 115 1 18 107 42 8 1
split_gain=0.0338808 0.155887 0.32421 0.188557 0.169078 0.201946 0.203092 0.240994 0.222322 0.190922 0.211365
threshold=0.0095705352723598498 0.011519505176693203 0.00017767510871635753 0.00047558375808876013 0.00055427959887310873 0.0037758676335215573 0.00096484774257987748 0.0051502294372767219 0.049604203552007682 0.014293605927377941 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 8 -8 -3 -6 -11
right_child=1 4 3 -5 9 -7 7 -9 -10 10 -12
leaf_value=6.6901746003745488e-05 0.00025523981603727783 0.00036822093308708031 -0.0069233198864383592 -0.002156508641283686 0.00064874207320616184 -0.0031842204940972889 -0.00059030899062759363 -0.007019801285958591 -0.0033161845403144583 0.0010488987605973131 -0.0049389009133378823
leaf_weight=7077.2162126302719 189.40105545520782 639.12628436088562 41.500189185142517 106.6330680847168 1166.451287984848 99.27733588218689 55.84706699848175 33.622625946998596 64.950585603713989 38.161860823631287 47.812259316444397
leaf_count=3714 62 237 27 63 489 57 25 24 29 14 39
internal_value=0 -0.000190705 -0.00138929 -0.00349195 -2.11939e-06 -0.000633003 -0.000313831 -0.00300651 2.83372e-05 0.000447623 -0.00228106
internal_weight=0 2482.78 337.534 148.133 2145.25 892.824 793.547 89.4697 704.077 1252.43 85.9741
internal_count=4780 1066 152 90 914 372 315 49 266 542 53
is_linear=0
shrinkage=0.06


Tree=575
num_leaves=12
num_cat=0
split_feature=43 29 45 150 107 102 52 92 10 32 84
split_gain=0.0343447 0.104051 0.167226 0.238248 0.295995 0.210537 0.211314 0.184907 0.169454 0.287659 0.244242
threshold=0.00085274505545385193 0.010180860292166473 0.0022975050378590827 0.00082683752407319855 0.0045489775948226461 0.00747153488919139 0.00062670491752214741 0.037906534969806678 0.00899649551138282 0.0010918468469753864 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 6 -4 -5 9 -8 -10
right_child=-2 2 5 4 -6 -7 8 -9 10 -11 -12
leaf_value=-6.8557687290042045e-05 -0.00011346369139608294 0.00086678805218001103 0.0042832031882513513 -0.0021786574746907534 -0.0065131630103262284 -0.0010335071182106205 0.0030415880836652557 0.0018404203711865062 -0.0023570848859195857 -3.5570500240670705e-05 0.0014154436266226873
leaf_weight=3348.4834507703781 4790.9527947902679 260.32417345046997 82.271205186843872 119.07491505146027 39.570109486579895 151.99341666698456 264.15928399562836 63.020505905151367 106.6330680847168 186.63465583324432 146.88225305080414
leaf_count=1940 2154 113 26 80 22 100 99 24 63 94 65
internal_value=0 0.000113985 0.000544265 -0.000364157 -0.00180978 0.00101077 0.00140579 -0.000787715 0.00106968 0.0017676 -0.000171349
internal_weight=0 4769.05 1420.56 481.99 221.666 938.574 786.58 182.095 704.309 450.794 253.515
internal_count=4780 2626 686 239 126 447 347 104 321 193 128
is_linear=0
shrinkage=0.06


Tree=576
num_leaves=12
num_cat=0
split_feature=99 30 129 77 136 115 139 126 53 15 20
split_gain=0.0348995 0.101019 0.174578 0.164353 0.246894 0.212772 0.175542 0.187805 0.174581 0.196866 0.158796
threshold=0.0046923852059990176 0.00064626874518580746 0.00040826165059115743 0.00096484774257987748 0.0031340263085439806 0.00899649551138282 0.000490355829242617 0.00043393640953581786 0.023343417793512348 0.011169348377734424 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 10 5 6 7 -5 9 -9 -2
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-7.2151492176528368e-05 0.00078993035268084372 0.0020248409764517914 0.00022646482022960614 -0.0012119804417251411 0.0022441171061882204 0.0030825487070111146 0.0014719799051532824 -0.0033752436980960566 -0.00059509735379529628 -0.010100061030665882 -0.0023541410525244107
leaf_weight=6847.5478746891022 659.94247674942017 244.72629141807556 943.57789969444275 497.06575489044189 89.105106353759766 41.135602593421936 70.376238107681274 43.430268883705139 35.188119053840637 24.519107341766357 63.385092496871948
leaf_count=3465 230 90 547 265 35 13 30 32 15 20 38
internal_value=0 0.000182145 0.000596833 -0.000141166 -0.00073331 -0.00110608 -0.00136302 -0.00169544 -0.00402543 -0.00580185 0.000514416
internal_weight=0 2712.45 1188.3 1524.15 800.82 711.715 670.579 600.203 103.137 67.9494 723.328
internal_count=4780 1315 637 678 410 375 362 332 67 52 268
is_linear=0
shrinkage=0.06


Tree=577
num_leaves=12
num_cat=0
split_feature=4 133 77 143 112 39 105 90 66 20 2
split_gain=0.0345399 0.099682 0.129953 0.0944559 0.0749863 0.0543794 0.0432794 0.0395216 0.0764415 0.0739326 0.0811117
threshold=0.010180860292166473 0.0012745757703669371 0.0013146653072908523 0.028020657598972324 0.0016846025246195497 0.00077738583786413084 0.0036604277556762104 0.0016331639490090313 0.0010585968848317864 0.0010263677686452868 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 -3 -5 -1 9 10 -9
right_child=1 3 -4 6 -6 -7 -8 8 -10 -11 -12
leaf_value=-4.7309521425583094e-05 -0.0040189969072842412 0.0040099532928413312 0.00097917388820556038 0.00049491229810550786 0.00040967991555085516 0.0015216488004976135 -0.0024969766477192347 -0.001000438243745934 0.0019303657258134426 -0.0018805442386232501 0.001653255209396864
leaf_weight=8848.8316212892532 35.552705645561218 56.186604738235474 39.570109486579895 38.344154119491577 98.548162698745728 72.306317806243896 31.874839544296265 68.28891396522522 108.01626789569855 56.915777921676636 105.56435716152191
leaf_count=4426 29 15 22 21 29 35 26 42 47 43 45
internal_value=0 0.000566486 -0.00138627 0.00105998 0.00165478 0.00260972 -0.00086321 -2.29602e-05 0.000613026 -3.58218e-06 0.000610894
internal_weight=0 372.383 75.1228 297.26 227.041 128.493 70.219 9187.62 338.785 230.769 173.853
internal_count=4780 177 51 126 79 50 47 4603 177 130 87
is_linear=0
shrinkage=0.06


Tree=578
num_leaves=12
num_cat=0
split_feature=37 150 21 22 105 12 17 141 112 137 95
split_gain=0.0355006 0.134934 0.156948 0.234868 0.174956 0.152169 0.182395 0.114317 0.100841 0.223117 0.22099
threshold=0.0011261500185355546 0.0068083447404205808 0.0012745757703669371 0.0011980500421486797 0.00073092587990686308 0.0010263677686452868 0.0038949446752667431 0.0016331639490090313 0.00017767510871635753 0.00044738779251929378 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 4 -4 -6 -7 -5 -2 -10 -11
right_child=1 2 3 7 5 6 -8 -9 9 10 -12
leaf_value=-7.9999357670417702e-05 0.00030936788770280537 0.0034345860857347859 -0.0013416630937970642 0.00018076890363454158 0.0022856505847818191 -0.0018923452572201477 0.0023020067012175373 -0.0044869088789950716 -0.0012922071199164588 0.0012524904884088938 -0.0014194780996988163
leaf_weight=6464.9997024536133 1300.670449256897 78.071508049964905 93.669390082359314 32.736208319664001 301.77426493167877 84.748164772987366 66.698372006416321 44.656224250793457 570.7803213596344 359.75875377655029 161.43647301197052
leaf_count=3105 828 26 49 13 92 52 27 33 308 153 94
internal_value=0 0.000167107 0.000898318 0.000581138 0.00101893 0.00150681 -4.51162e-05 -0.00251253 -4.75381e-05 -0.000472655 0.000424867
internal_weight=0 3095 702.354 624.283 546.89 453.221 151.447 77.3924 2392.65 1091.98 521.195
internal_count=4780 1675 292 266 220 171 79 46 1383 555 247
is_linear=0
shrinkage=0.06


Tree=579
num_leaves=12
num_cat=0
split_feature=88 109 109 20 94 78 87 99 5 89 85
split_gain=0.0337553 0.0667842 0.124054 0.142028 0.240616 0.191591 0.185041 0.112516 0.105346 0.0986616 0.0777416
threshold=0.0062037324532866487 0.011519505176693203 0.0030382014811038975 0.00017767510871635753 0.0014427106943912806 0.0068083447404205808 0.0017376682371832433 0.0035485138650983576 0.000490355829242617 0.0013560238294303419 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 5 -4 8 -5 -6 -9 -2
right_child=1 -3 3 7 6 -7 -8 9 -10 -11 -12
leaf_value=-5.064191404052343e-05 -0.0021094492365312345 -0.0008500334849177979 0.0011420364184252527 -0.00046232855345997021 -0.0037793837185554524 0.0057008675679345857 0.0031083325572275997 0.0023754269825849795 0.00048612127581269495 -0.00046900848649928067 1.5485474633520266e-05
leaf_weight=7955.0030119419098 68.993038296699524 176.51252400875092 57.073022365570068 284.2143030166626 39.230571746826172 79.297463417053223 49.717290163040161 129.01475358009338 44.473930954933167 66.541127562522888 609.92879521846771
leaf_count=3762 46 120 26 201 32 27 20 47 26 44 429
internal_value=0 0.000251001 0.000387052 0.00091919 0.00202057 0.00379293 0.000209038 0.000299844 -0.00151303 0.00140756 -0.000200454
internal_weight=0 1605 1428.48 749.562 269.792 136.37 133.422 479.77 83.7045 195.556 678.922
internal_count=4780 1018 898 423 131 53 78 292 58 91 475
is_linear=0
shrinkage=0.06


Tree=580
num_leaves=12
num_cat=0
split_feature=20 47 123 101 123 33 69 46 40 70 19
split_gain=0.0342512 0.150979 0.137338 0.125508 0.216281 0.395418 0.23301 0.136039 0.198977 0.135324 0.141044
threshold=0.00070876078098081063 0.0023699469165876512 0.0010263677686452868 0.0087224207818508166 0.0005893622583243997 0.011519505176693203 0.0045489775948226461 0.010829726699739696 0.011519505176693203 0.0012357163941487672 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 7 -7 -5 -9 10 -6
right_child=1 -3 -4 4 9 6 -8 8 -10 -11 -12
leaf_value=4.3129687681344015e-06 0.0011661258373351858 -8.9515110372730242e-05 -0.00037427702084415567 -0.0019906233180795457 -0.00030732091517731894 0.0041811018298219486 -0.0015711119888265354 -0.0070799711575582989 -0.0012893563004097836 -0.0018389569363532741 0.0033029912389111438
leaf_weight=5015.8244580030441 770.32855749130249 2873.3095505237579 285.62255167961121 209.77056336402893 75.462352871894836 54.438818335533142 47.447672724723816 53.942036151885986 35.370412349700928 57.959439992904663 80.523418784141541
leaf_count=2334 368 1525 209 130 41 17 25 44 22 37 28
internal_value=0 0.000135953 0.000749465 -9.48709e-05 -0.000903908 -0.00172586 0.00150234 -0.00282559 -0.00478671 0.000636575 0.0015564
internal_weight=0 3929.26 1055.95 5630.74 614.915 400.97 101.886 299.083 89.3124 213.945 155.986
internal_count=4780 2102 577 2678 344 238 42 196 66 106 69
is_linear=0
shrinkage=0.06


Tree=581
num_leaves=12
num_cat=0
split_feature=105 37 58 99 21 116 77 30 32 35 39
split_gain=0.0335617 0.161913 0.125438 0.17762 0.164454 0.172233 0.131843 0.118869 0.140347 0.128378 0.188225
threshold=0.007706565549597145 0.0053125319536775359 0.0062037324532866487 0.0030382014811038975 0.002945306478068233 0.0049928687512874612 0.001792412775103003 0.0014881226234138014 0.00087947337306104611 0.00044738779251929378 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 6 5 -5 -4 8 -2 -10 -11
right_child=1 -3 3 4 -6 -7 -8 -9 9 10 -12
leaf_value=4.3135198557739952e-05 0.00097519489789455751 0.0012890227487867658 -0.00010764378307939282 0.0013138818990562618 -0.0046032830905407838 -0.0030097706312663224 0.0030521464762149233 0.00017012223488253793 0.00047029932623022153 -0.0070348028843162753 -0.0020517191269083762
leaf_weight=8333.1691937446594 64.950585603713989 195.73817443847656 89.80923068523407 98.208624958992004 37.30049204826355 50.081876754760742 101.00007343292236 189.81573975086212 62.316381573677063 29.944759845733643 307.66469943523407
leaf_count=4115 29 98 39 39 27 34 31 124 20 21 203
internal_value=0 -0.000292993 -0.000593316 0.000279475 -0.0010421 -0.000146337 0.00156491 -0.00109511 -0.00161172 -0.00203185 -0.0024937
internal_weight=0 1226.83 1031.09 376.4 185.591 148.291 190.809 654.692 464.876 399.926 337.609
internal_count=4780 665 567 170 100 73 70 397 273 244 224
is_linear=0
shrinkage=0.06


Tree=582
num_leaves=12
num_cat=0
split_feature=8 72 19 103 149 53 9 9 128 54 54
split_gain=0.0306017 0.121609 0.145038 0.197977 0.110251 0.136587 0.148993 0.220476 0.182151 0.123435 0.109096
threshold=0.0095705352723598498 0.000490355829242617 0.02129978779703379 0.00037263428384903824 0.070576477795839324 0.0063990866765379914 0.00068727668258361529 0.00057154725072905432 0.0016846025246195497 0.0014881226234138014 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 4 -4 5 -3 7 8 -7 -8 -2
right_child=1 2 3 -5 -6 6 9 -9 -10 -11 -12
leaf_value=-5.0186534615841909e-05 -0.0044719248649516636 -0.00029977308337173988 0.0022780752402781867 -0.0006569776834657896 -0.0025662856215177428 -0.00098724691394795074 0.0016240259496599009 0.0049209751411326058 0.0027530034656697211 -0.0019974359572264115 2.6657518926621362e-05
leaf_weight=7845.2821040153503 36.596367716789246 802.59303247928619 264.18433284759521 120.45811486244202 56.368898034095764 93.669390082359314 57.594853401184082 65.811954379081726 93.826634526252747 82.29625403881073 41.317895889282227
leaf_count=3926 23 432 123 64 22 49 23 16 32 50 20
internal_value=0 0.000229617 0.000339859 0.00135891 2.68247e-05 0.000149062 0.00106522 0.00193318 0.000884447 -0.000506436 -0.00208633
internal_weight=0 1714.72 1636.8 384.642 1252.16 1195.79 393.199 253.308 187.496 139.891 77.9143
internal_count=4780 854 811 187 624 602 170 97 81 73 43
is_linear=0
shrinkage=0.06


Tree=583
num_leaves=12
num_cat=0
split_feature=103 54 82 31 17 80 69 34 123 78 121
split_gain=0.0334959 0.177695 0.158234 0.050472 0.132309 0.116349 0.100533 0.0920269 0.0886812 0.187411 0.179048
threshold=0.016164712607860569 0.0035485138650983576 0.0013986918493174019 0.0019672545604407792 0.00040826165059115743 0.00017767510871635753 0.019431582652032379 0.0018488886416889729 0.00075379351619631063 0.072653736919164671 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 7 -7 9 -6 -10
right_child=1 -3 -4 4 8 6 -8 -9 10 -11 -12
leaf_value=-9.4632297194388956e-05 0.0027537862197057963 -0.0017646383920576956 -0.00038132803411508793 0.00083060173692108257 0.00068015486453804985 -4.6616317305081863e-05 0.0018505601607612457 -0.0022039630337695403 0.00053668910627258288 0.0046222490852881109 -0.0020759352703237171
leaf_weight=7240.7789613008499 138.27551662921906 84.383578181266785 99.774118065834045 147.24683964252472 940.03222918510437 105.40711271762848 35.709950089454651 219.23866856098175 377.72644865512848 45.517593026161194 125.90881621837616
leaf_count=3498 34 38 30 79 503 62 12 148 267 20 89
internal_value=0 0.000601142 0.00143976 -2.09826e-05 0.000246087 -0.000590463 -0.00117113 -0.00150351 0.000531233 0.00086222 -0.000116467
internal_weight=0 322.433 238.05 9237.57 1996.79 507.603 360.356 324.646 1489.19 985.55 503.635
internal_count=4780 102 64 4678 1180 301 222 210 879 523 356
is_linear=0
shrinkage=0.06


Tree=584
num_leaves=12
num_cat=0
split_feature=23 1 25 128 87 53 5 92 11 148 33
split_gain=0.0325162 0.154666 0.209046 0.191419 0.15282 0.150484 0.149776 0.195364 0.184003 0.220078 0.173547
threshold=0.015675474889576439 0.0005375427135732026 0.011519505176693203 0.0030382014811038975 0.011519505176693203 0.013032016810029747 0.0026833302108570938 0.00017767510871635753 0.0046923852059990176 0.013032016810029747 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 6 -4 8 -8 9 -2 -10
right_child=1 -3 3 -5 -6 -7 7 -9 10 -11 -12
leaf_value=-7.5836061050303373e-05 0.0012068301734310932 -0.00019288729228718362 0.0018079521203198804 -0.00069556521274585228 -0.0027709408173254907 0.0060078735676723375 -0.0011103634983820163 0.0027565205729957938 -0.0029594026030224001 -0.002201404636468065 0.000375443385235843
leaf_weight=6504.7952516078949 467.90721726417542 1808.9089493751526 62.498674869537354 45.178055286407471 53.055618524551392 60.386301875114441 62.498674869537354 190.10517978668213 114.8752179145813 79.844343304634094 109.94634759426117
leaf_count=3343 159 900 27 30 33 15 27 66 80 48 52
internal_value=0 0.000161462 0.000675774 0.00264403 0.000368984 0.00387181 0.000531483 0.00179978 0.000116793 0.000710021 -0.00132854
internal_weight=0 3055.2 1246.3 168.063 1078.23 122.885 1025.18 252.604 772.573 547.752 224.822
internal_count=4780 1437 537 72 465 42 432 93 339 207 132
is_linear=0
shrinkage=0.06


Tree=585
num_leaves=12
num_cat=0
split_feature=1 46 113 145 82 63 23 42 29 94 144
split_gain=0.0337898 0.182939 0.183022 0.200796 0.288329 0.157115 0.149259 0.129093 0.13433 0.107274 0.136882
threshold=0.00093549740267917525 0.0062037324532866487 0.0013146653072908523 0.021960759535431865 0.0026012937305495147 0.00042089859198313212 0.022641776129603389 0.001792412775103003 0.0036604277556762104 0.0042751494329422721 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 -4 7 -7 -9 -3 -11
right_child=-2 2 5 -5 -6 6 -8 8 -10 10 -12
leaf_value=7.5379466069763347e-05 0.00011582230838446342 -0.00063540513998718441 -0.0049721280042633459 0.0031987485873447106 0.0019574994261588128 -0.00045114961174981972 0.00040829644137718767 -0.0010525384129518628 -0.0046656888937045898 -0.0058064424355664147 -0.0014898058900477712
leaf_weight=3907.4397567510605 4653.7070375680923 267.88724780082703 49.377752423286438 58.116684436798096 127.97109150886536 95.234883189201355 116.41566216945648 60.750888466835022 94.92039430141449 37.30049204826355 90.877941608428955
leaf_count=1817 2436 150 30 20 53 40 47 29 74 27 57
internal_value=0 -0.00010986 -0.000834501 -0.000147361 -0.000518451 -0.00179448 -0.00136732 -0.00219117 -0.00325565 -0.00131844 -0.00274597
internal_weight=0 4906.29 998.853 582.153 524.037 416.7 367.322 250.906 155.671 396.066 128.178
internal_count=4780 2344 527 307 287 220 190 143 103 234 84
is_linear=0
shrinkage=0.06


Tree=586
num_leaves=12
num_cat=0
split_feature=44 50 65 112 8 7 68 118 100 108 12
split_gain=0.0324874 0.127989 0.145459 0.169272 0.233511 0.17142 0.144975 0.109889 0.113889 0.0898591 0.198354
threshold=0.013439828064292671 0.028884131461381916 0.0016846025246195497 0.0010585968848317864 0.0021592099219560628 0.00082683752407319855 0.0045489775948226461 0.0027679565828293566 0.0079489401541650313 0.011169348377734424 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 -3 -6 -5 9 -9 -2 -11
right_child=1 2 -4 6 5 -7 -8 8 -10 10 -12
leaf_value=-5.3463094803128773e-05 0.0010740804049635332 0.00015110386542642145 0.0015731315144736355 -0.0020037512495497418 -0.0065576104622983127 -0.001693612861099453 0.0017173629723712467 -2.5153360224506177e-05 -0.0034532014196258999 0.00056899903774008259 -0.0031004434412548105
leaf_weight=7749.4182430505753 817.22935032844543 69.67211377620697 81.227543115615845 64.246461272239685 56.915777921676636 48.15179705619812 91.19243049621582 153.19432318210602 45.178055286407471 320.00635099411011 63.567385792732239
leaf_count=3954 372 26 32 25 43 29 23 77 30 124 45
internal_value=0 0.000228826 -0.000701487 -0.00126107 -0.00254238 -0.00432847 0.000179341 0.00050237 -0.00080587 0.000718491 -3.91158e-05
internal_weight=0 1810.58 411.406 330.179 174.74 105.068 155.439 1399.18 198.372 1200.8 383.574
internal_count=4780 826 178 146 98 72 48 648 107 541 169
is_linear=0
shrinkage=0.06


Tree=587
num_leaves=12
num_cat=0
split_feature=93 25 52 21 61 19 50 50 45 21 112
split_gain=0.0321146 0.102607 0.118074 0.104234 0.106985 0.102265 0.101907 0.228131 0.120439 0.0960623 0.100743
threshold=0.030689206905663017 0.0045489775948226461 0.0033348383149132137 0.015675474889576439 0.0016846025246195497 0.004017772153019906 0.037906534969806678 0.015200819820165636 0.00082683752407319855 0.000490355829242617 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 7 9 -8 -2 -11
right_child=1 2 -4 -5 5 -7 8 -9 -10 10 -12
leaf_value=-4.4873569456983801e-05 0.0022223519163662949 -0.0035961080565815955 0.00031184447056319727 -0.0015912611360450154 0.0019653515537582655 -7.562011175377561e-05 -0.00087823535898619407 -0.0031583070567718246 0.0016093843142987523 -0.0020530945441540327 0.00054789750645649934
leaf_weight=8195.4016054868698 70.011651515960693 51.12553882598877 61.090426206588745 85.949071288108826 290.19378674030304 127.08467388153076 97.844038367271423 90.331061720848083 246.78856670856476 79.479756712913513 164.69965481758118
leaf_count=4400 16 28 19 29 62 42 25 36 54 34 35
internal_value=0 0.000269498 -0.00146862 0.000425237 0.000573823 0.00134376 0.000144969 -0.000500946 0.000903129 0.000263055 -0.000298719
internal_weight=0 1364.6 112.216 1252.38 1166.43 417.278 749.155 404.522 344.633 314.191 244.179
internal_count=4780 380 47 333 304 104 200 121 79 85 69
is_linear=0
shrinkage=0.06


Tree=588
num_leaves=12
num_cat=0
split_feature=135 107 70 120 47 5 70 35 145 40 117
split_gain=0.0319024 0.135274 0.200337 0.15123 0.22136 0.311034 0.149513 0.14887 0.148487 0.197397 0.144114
threshold=0.0037758676335215573 0.00017767510871635753 0.00073092587990686308 0.00046126570669002836 0.0084566329605877417 0.00043393640953581786 0.0016331639490090313 0.00044738779251929378 0.0035485138650983576 0.00060774214216507982 0.016668972559273246
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 -6 -7 -4 9 -5 -9
right_child=1 2 3 8 5 6 -8 10 -10 -11 -12
leaf_value=-5.5736946545691494e-05 0.0023253124280300597 -0.0010840645004694788 -0.0025419608585327117 0.0014809183731163587 0.0036561365004951392 0.0029600415055933706 -0.00082155719640638583 -0.00030964523574415011 0.00082778453882995453 -0.0026297002211506551 0.0015340405950105267
leaf_weight=7595.7772353887558 103.63427746295929 404.05039143562317 66.698372006416321 56.186604738235474 191.48837959766388 51.986907601356506 136.37048578262329 376.2430534362793 153.53386092185974 167.22671210765839 256.80355179309845
leaf_count=3952 40 172 27 15 50 15 53 187 67 109 93
internal_value=0 0.000215538 9.80246e-05 0.000425942 0.000787201 0.00195331 0.000222169 0.0001542 -0.00060872 -0.00159591 0.00043827
internal_weight=0 1964.22 1860.59 1456.54 1079.59 379.846 188.357 699.745 376.947 223.413 633.047
internal_count=4780 828 788 616 425 118 68 307 191 124 280
is_linear=0
shrinkage=0.06


Tree=589
num_leaves=12
num_cat=0
split_feature=93 11 114 33 20 31 59 67 108 61 143
split_gain=0.0311991 0.147823 0.291267 0.213629 0.209615 0.243569 0.164599 0.144281 0.188673 0.187082 0.15401
threshold=0.0048403022810816774 0.0087224207818508166 0.0025217677466571335 0.017724351026117805 0.0019071503775194289 0.0016846025246195497 0.015200819820165636 0.00040826165059115743 0.0026833302108570938 0.0021592099219560628 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 -3 -6 -4 8 9 -2 -9
right_child=1 2 6 -5 5 -7 -8 10 -10 -11 -12
leaf_value=8.0522521455024396e-05 -0.00013964194763559375 -0.0017619424232584793 5.5038859112395004e-05 1.8330630993380998e-05 -0.0092488202736292196 -0.0017461640484814612 0.0041450949029999806 0.002411476218676926 0.00077218654541260029 -0.0034658333557401246 -0.00080788102298519761
leaf_weight=6160.2558906078339 499.05288362503052 303.05031800270081 116.25841772556305 201.84290242195129 31.874839544296265 30.466590881347656 50.943245530128479 57.412560105323792 1255.5633456707001 69.332576036453247 783.94626212120056
leaf_count=3521 157 141 64 79 26 18 21 16 363 36 338
internal_value=0 -0.000145905 -0.000899599 -0.00154832 -0.00241374 -0.00558223 0.0013012 6.17786e-05 0.000361603 -0.000545376 -0.000588199
internal_weight=0 3399.74 734.436 567.235 365.392 62.3414 167.202 2665.31 1823.95 568.385 841.359
internal_count=4780 1259 349 264 185 44 85 910 556 193 354
is_linear=0
shrinkage=0.06


Tree=590
num_leaves=12
num_cat=0
split_feature=128 43 117 143 38 102 59 27 27 39 110
split_gain=0.03232 0.284975 0.202225 0.157892 0.168893 0.215019 0.258531 0.170222 0.132381 0.125733 0.125039
threshold=0.00093549740267917525 0.024810968898236755 0.010829726699739696 0.016668972559273246 0.0005375427135732026 0.00062670491752214741 0.01884530205279589 0.001792412775103003 0.021960759535431865 0.0021592099219560628 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -5 7 -7 -1 -10 -4
right_child=1 -3 10 4 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00014988388322090618 8.715174229280515e-05 0.0024836150343319307 -6.240619124487894e-05 -0.001520186266930585 -7.9711240408077949e-05 0.0070930882965885671 0.00072783255433984137 0.0026810699319609549 -0.00071932183566467676 0.0028118504944911887 -0.001371419848182879
leaf_weight=5206.5085178613663 2504.232984662056 176.61967074871063 544.87801420688629 45.178055286407471 188.92932212352753 61.090426206588745 99.45962917804718 64.950585603713989 55.325235962867737 105.56435716152191 507.26303327083588
leaf_count=2284 1498 55 304 30 113 19 64 29 28 45 311
internal_value=0 0.000124824 2.10862e-05 0.000274764 0.00129699 0.00225791 0.00301483 0.00481952 -9.7503e-05 0.00159758 -0.000693514
internal_weight=0 4192.6 4015.98 2963.84 459.608 270.679 225.501 126.041 5367.4 160.89 1052.14
internal_count=4780 2423 2368 1753 255 142 112 48 2357 73 615
is_linear=0
shrinkage=0.06


Tree=591
num_leaves=12
num_cat=0
split_feature=99 14 70 51 102 120 30 132 35 28 114
split_gain=0.0336157 0.0905006 0.123304 0.132068 0.219054 0.13643 0.176645 0.191054 0.175671 0.231581 0.21543
threshold=0.0046923852059990176 0.015200819820165636 0.0030382014811038975 0.013032016810029747 0.00899649551138282 0.00052132029668428015 0.00075379351619631063 0.0026012937305495147 0.0022975050378590827 0.00017767510871635753 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -8 -2 -10 -11
right_child=1 -3 -4 -5 -6 -7 7 -9 9 10 -12
leaf_value=-7.0811965305729417e-05 0.000254807600993596 -0.0014178988736949438 -0.00034548729631872288 0.001880500101988009 -0.0024079172119665943 0.0020296504862620142 0.0018229118779567587 -0.0012066825445179608 -0.0046209903137691801 0.0022077189012331766 -0.002884563096962842
leaf_weight=6847.5478746891022 581.00959992408752 122.04865682125092 836.37290287017822 229.85758256912231 97.894136071205139 188.53968667984009 374.28792488574982 93.694438934326172 68.993038296699524 61.794550538063049 57.959439992904663
leaf_count=3465 217 79 439 95 73 75 158 73 46 23 37
internal_value=0 0.000178764 0.000253992 0.000539841 0.000337659 0.000526104 0.000297075 0.00121636 -0.000261814 -0.0018521 -0.000256882
internal_weight=0 2712.45 2590.4 1754.03 1524.17 1426.28 1237.74 467.982 769.757 188.747 119.754
internal_count=4780 1315 1236 797 702 629 554 231 323 106 60
is_linear=0
shrinkage=0.06


Tree=592
num_leaves=12
num_cat=0
split_feature=72 17 140 5 101 61 8 5 95 146 29
split_gain=0.0306012 0.0963516 0.129523 0.13571 0.18624 0.0972583 0.0866918 0.126221 0.104827 0.131832 0.150184
threshold=0.0095705352723598498 0.0046923852059990176 0.0038949446752667431 0.0011261500185355546 0.00075379351619631063 0.00064626874518580746 0.0095705352723598498 0.0044099434744566688 0.011169348377734424 0.021960759535431865 0.018276390619575981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 5 4 -4 -3 8 -8 9 10 -2
right_child=1 2 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-5.4879151533989195e-05 -9.5086677236308039e-05 0.0011320877645702649 0.0030220914458666242 0.0033058925226530731 -0.001217662532891868 -0.0018843527404706767 0.0010624782240820909 -0.0022482281611936115 0.0013932773930721274 -0.0028939231853860208 -0.0032678408958903798
leaf_weight=7579.1495939493179 867.30427575111389 76.688308238983154 65.472416639328003 119.91123497486115 86.678244471549988 77.235188126564026 388.8421448469162 46.404010653495789 119.2321594953537 75.826939463615417 57.255315661430359
leaf_count=3613 567 42 26 43 57 63 187 31 63 55 33
internal_value=0 0.000209979 0.00100945 0.0017964 0.000606759 -0.000381491 -9.05204e-06 0.000709505 -0.000288388 -0.000488819 -0.000291566
internal_weight=0 1980.85 425.985 272.062 152.151 153.923 1554.86 435.246 1119.62 1000.39 924.56
internal_count=4780 1167 231 126 83 105 936 218 718 655 600
is_linear=0
shrinkage=0.06


Tree=593
num_leaves=12
num_cat=0
split_feature=55 43 115 84 72 123 93 11 142 75 77
split_gain=0.0339615 0.0873942 0.0739051 0.0639491 0.114918 0.105667 0.0992191 0.0896849 0.194243 0.0744667 0.0868039
threshold=0.00037263428384903824 0.010180860292166473 0.031632266007363803 0.0012357163941487672 0.0020932231564074759 0.00075379351619631063 0.0011261500185355546 0.00070876078098081063 0.00073092587990686308 0.0015349716995842757 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 9 7 6 -6 8 -5 -2 -11
right_child=1 -3 -4 4 5 -7 -8 -9 -10 10 -12
leaf_value=-1.0571025249346724e-05 -0.0031459026850518381 -0.0022308976956819759 -0.0010010024115739719 0.00045036874618410179 -0.00027650146693572757 -0.00025979159029863023 0.0028663525150960135 0.00049773347404379335 0.0053230063865542 0.0014870673419314579 -0.00044982795528019119
leaf_weight=8018.8347889184952 28.196973443031311 47.629966020584106 280.71873021125793 55.84706699848175 60.071812987327576 381.9511946439743 90.852892756462097 88.947861909866333 62.316381573677063 111.01505851745605 333.61710429191589
leaf_count=3725 23 32 205 25 49 291 33 52 20 70 255
internal_value=0 0.000290189 -4.40707e-05 0.000389197 0.000737463 0.000271318 0.00161542 0.00193681 0.00302007 -0.000155846 3.3773e-05
internal_weight=0 1260.45 8299.55 1212.82 739.987 532.876 150.925 207.111 118.163 472.829 444.632
internal_count=4780 850 3930 818 470 373 82 97 45 348 325
is_linear=0
shrinkage=0.06


Tree=594
num_leaves=12
num_cat=0
split_feature=135 103 33 14 39 136 121 91 93 17 125
split_gain=0.0312858 0.167783 0.142669 0.175541 0.148939 0.146405 0.1456 0.156699 0.168151 0.142826 0.13893
threshold=0.0037758676335215573 0.00087947337306104611 0.017724351026117805 0.00040826165059115743 0.0056525857653468856 0.00090704852482303988 0.0035485138650983576 0.0016331639490090313 0.00096484774257987748 0.000490355829242617 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5 -4 -3
right_child=1 10 9 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-5.519568912008954e-05 0.0021592725222110577 -0.00075747998569210479 -0.0034024065410202821 2.4340714954986409e-05 0.0019546863294025228 -0.00326890467128302 0.0018289858539441253 0.0011796469459816239 -0.0047409621068469875 0.00017792943058511944 0.0011997800549721721
leaf_weight=7595.7772353887558 331.01490044593811 719.85704529285431 50.603707790374756 53.577449560165405 152.49019885063171 50.786001086235046 120.95489704608917 78.9579256772995 53.055618524551392 193.44350814819336 159.48134446144104
leaf_count=3952 109 296 31 30 73 38 37 37 33 79 65
internal_value=0 0.000213445 0.000712693 0.00108338 0.000384826 -0.000285107 0.000209224 -0.000846421 -0.00234665 -0.000564461 -0.000402501
internal_weight=0 1964.22 1084.88 840.837 509.822 357.332 306.546 185.591 106.633 244.047 879.338
internal_count=4780 828 467 357 248 175 137 100 63 110 361
is_linear=0
shrinkage=0.06


Tree=595
num_leaves=12
num_cat=0
split_feature=88 3 34 71 79 48 33 43 75 18 39
split_gain=0.0319438 0.112427 0.200173 0.153247 0.0983493 0.0843699 0.0908452 0.0820316 0.0803774 0.0976012 0.09493
threshold=0.0041444667149335155 0.00017767510871635753 0.00899649551138282 0.15819545835256579 0.00043393640953581786 0.0095705352723598498 0.031632266007363803 0.00064626874518580746 0.0072436286136507997 0.0015833032084628942 0.016668972559273246
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 4 -3 6 -6 -2 -1 10 -10
right_child=1 3 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=7.5029687493662723e-06 -0.004353182487007997 -0.0015670131756255227 0.0019870887872560903 0.004314808595910942 0.00038708981846695558 0.0034510025147181504 -0.0029104470004256101 -0.0011935435755267426 -0.0014803199974502759 0.00042732695405199627 0.00066903785350150074
leaf_weight=6861.8335086107254 52.716080784797668 98.415967106819153 48.491334795951843 34.483994722366333 1610.0829350948334 31.692546248435974 30.648884177207947 67.402496337890625 423.06174838542938 211.51834976673126 89.651986241340637
leaf_count=3069 43 70 19 11 1029 19 25 31 280 128 56
internal_value=0 0.000215009 -0.00126667 0.000353393 0.000276251 0.00038472 0.000325492 -0.0025802 -5.59466e-05 -0.000657108 -0.00110449
internal_weight=0 1973.93 168.61 1805.32 1770.84 1672.42 1640.73 120.119 7586.07 724.232 512.714
internal_count=4780 1247 93 1154 1143 1073 1054 74 3533 464 336
is_linear=0
shrinkage=0.06


Tree=596
num_leaves=12
num_cat=0
split_feature=136 20 21 63 73 25 149 79 144 116 125
split_gain=0.031236 0.0408437 0.136296 0.23302 0.394997 0.192589 0.175082 0.180793 0.158198 0.200355 0.153262
threshold=0.013032016810029747 0.00070876078098081063 0.0011261500185355546 0.0019071503775194289 0.0023699469165876512 0.0010585968848317864 0.010180860292166473 0.0022975050378590827 0.00044738779251929378 0.0022975050378590827 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 8 9 10 -3
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00011512692749795842 0.0011104487713099475 0.0019480732343659555 -0.0001473037050905939 -0.00035944448931284528 -0.00436434528449241 0.00013153644776401355 -3.8459248090558587e-05 0.0045186448609611232 -0.00051889484169877643 -0.00021421536491902034 0.0054488915496132733
leaf_weight=5558.0933170318604 90.331061720848083 91.374723792076111 2372.5909783840179 589.37699401378632 38.004616379737854 351.95633709430695 104.1561084985733 136.188192486763 74.236397504806519 64.950585603713989 88.740519762039185
leaf_count=2653 36 30 1281 354 31 222 37 46 40 29 21
internal_value=0 -1.05926e-05 0.000137944 0.000577699 0.00115934 -0.000306621 0.00218082 0.0026883 0.00190762 0.00264267 0.00367288
internal_weight=0 9469.67 3911.58 1538.98 949.607 389.961 559.647 455.49 319.302 245.066 180.115
internal_count=4780 4744 2091 810 456 253 203 166 120 80 51
is_linear=0
shrinkage=0.06


Tree=597
num_leaves=12
num_cat=0
split_feature=44 50 96 138 141 31 70 113 11 100 27
split_gain=0.0310593 0.116697 0.159734 0.290302 0.330922 0.112197 0.0953037 0.159545 0.13366 0.132764 0.182895
threshold=0.013439828064292671 0.028884131461381916 0.00093549740267917525 0.00017767510871635753 0.0023699469165876512 0.00082683752407319855 0.0005375427135732026 0.0010585968848317864 0.0026012937305495147 0.00244467705488205 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 -6 7 -2 -9 10 -8
right_child=1 2 3 -5 5 -7 9 8 -10 -11 -12
leaf_value=-5.227487298249379e-05 -0.0037735884950445744 0.0013213500889620727 -0.0067819636152076628 0.00063010328946189696 -0.002817117532553641 0.0011172616675919668 0.0038817021813718172 0.0021278333648876544 -0.0016841553745087657 0.00036209059313736542 0.00054675417070464334
leaf_weight=7749.4182430505753 47.812259316444397 107.65168130397797 56.915777921676636 140.57018291950226 60.229057431221008 46.039424061775208 101.00007343292236 67.924327373504639 64.611047863960266 974.78061509132385 143.04714250564575
leaf_count=3954 39 33 43 53 32 17 31 28 39 432 79
internal_value=0 0.00022374 -0.000664588 -0.00136841 -0.00308997 -0.0011126 0.00048494 -0.000802379 0.000269487 0.000675422 0.00192694
internal_weight=0 1810.58 411.406 303.754 163.184 106.268 1399.18 180.348 132.535 1218.83 244.047
internal_count=4780 826 178 145 92 49 648 106 67 542 110
is_linear=0
shrinkage=0.06


Tree=598
num_leaves=12
num_cat=0
split_feature=103 108 51 106 17 78 0 52 30 109 116
split_gain=0.0320508 0.111007 0.103056 0.0742783 0.0450056 0.229999 0.122451 0.123616 0.110935 0.0406101 0.137131
threshold=0.016164712607860569 0.00093549740267917525 0.0005375427135732026 0.004017772153019906 0.074787221848964705 0.0011980500421486797 0.0034400182776153092 0.0053125319536775359 0.00057154725072905432 0.00017767510871635753 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 9 -6 7 -7 -8 10 -1
right_child=1 2 3 -5 5 6 8 -9 -10 -11 -12
leaf_value=0.00010413500508707501 -0.0018306556081611228 0.0029358889293820403 -0.00080879400239042287 0.0015769169445373841 -0.004967177342944989 0.00033570030249773159 0.0034938896025139433 -0.0037024668562765642 -0.00039680054134177636 2.7395273094969661e-05 -0.0025682138082566389
leaf_weight=249.4728684425354 56.368898034095764 77.889214754104614 97.5045006275177 90.670599460601807 40.274233818054199 62.680968165397644 49.717290163040161 48.334090352058411 56.211653590202332 8635.2509962320328 95.624518632888794
leaf_count=111 22 19 35 26 26 34 20 36 39 4334 78
internal_value=0 0.000588032 0.00110046 0.000340741 -2.0525e-05 -0.000803056 -3.00144e-05 -0.00142245 0.00142928 1.88854e-06 -0.000636358
internal_weight=0 322.433 266.064 188.175 9237.57 257.218 216.944 111.015 105.929 8980.35 345.097
internal_count=4780 102 80 61 4678 155 129 70 59 4523 189
is_linear=0
shrinkage=0.06


Tree=599
num_leaves=12
num_cat=0
split_feature=114 125 86 128 39 12 27 72 44 19 29
split_gain=0.0329289 0.0695774 0.063411 0.0617469 0.0601996 0.134787 0.0675189 0.0442768 0.156135 0.143779 0.136479
threshold=0.011169348377734424 0.04273676127195359 0.00044738779251929378 0.028884131461381916 0.00052132029668428015 0.0038949446752667431 0.0022975050378590827 0.0095705352723598498 0.00017767510871635753 0.0034400182776153092 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 5 -2 -7 -1 10 -10 -9
right_child=1 -3 -4 -5 -6 6 -8 8 9 -11 -12
leaf_value=-8.4661749931489203e-05 0.003311768185958958 0.0029874890799695118 0.00071540859526039345 -0.001697525807318918 -0.0010473630866660772 -0.0013974532690024439 0.0017394823159353721 0.00027708929226344647 -0.00081244081641678964 0.00047835094009666832 0.0041568809822514052
leaf_weight=7016.1716892719269 44.81346869468689 34.666288018226624 457.23125422000885 79.687098860740662 199.64843153953552 89.312448501586914 34.14445698261261 64.089216828346252 445.07884728908539 1028.640553355217 66.51607871055603
leaf_count=3236 16 18 325 65 156 66 21 42 250 565 20
internal_value=0 0.000354219 0.00024359 -3.50066e-05 -0.000342763 0.000493227 -0.000529871 -1.96384e-05 0.000264727 8.85182e-05 0.00225303
internal_weight=0 859.816 825.15 8700.18 367.919 168.27 123.457 8620.5 1604.32 1473.72 130.605
internal_count=4780 602 584 4178 259 103 87 4113 877 815 62
is_linear=0
shrinkage=0.06


Tree=600
num_leaves=12
num_cat=0
split_feature=93 118 109 109 84 33 43 142 72 51 19
split_gain=0.0311659 0.129269 0.105833 0.129485 0.112048 0.114162 0.164625 0.125886 0.102803 0.095787 0.0687429
threshold=0.030689206905663017 0.0084566329605877417 0.02129978779703379 0.0066005610860884198 0.00017767510871635753 0.00042089859198313212 0.0056525857653468856 0.0020932231564074759 0.00017767510871635753 0.0038949446752667431 0.02129978779703379
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 5 -2 7 -7 -8 -4 -1
right_child=1 -3 9 -5 -6 6 8 -9 -10 -11 -12
leaf_value=-0.00010703201758523043 0.0010887818109106254 -0.0017477760854200401 -0.0031642465856346544 0.0014142898257682216 0.0011178993007846538 -0.0012671317494808562 -0.0018635923882919906 -0.0055051902653608332 0.00086622543761881703 0.00021187469976802261 0.0004364332787556914
leaf_weight=7247.9885952472687 121.81626582145691 105.90389490127563 52.873325228691101 445.11084747314453 249.42277073860168 60.568595170974731 77.889214754104614 43.247975587844849 137.04956126213074 70.715775847434998 947.41301023960114
leaf_count=3867 24 35 26 113 63 22 19 25 33 20 533
internal_value=0 0.000265488 0.00043488 0.00061642 0.00010172 -0.000473574 -0.00107065 -0.00303262 -0.000123002 -0.00123248 -4.42058e-05
internal_weight=0 1364.6 1258.69 1135.11 689.994 440.572 318.755 103.817 214.939 123.589 8195.4
internal_count=4780 380 345 299 186 123 99 47 52 46 4400
is_linear=0
shrinkage=0.06


Tree=601
num_leaves=12
num_cat=0
split_feature=55 72 17 144 102 48 110 87 25 71 40
split_gain=0.0316271 0.113021 0.135808 0.0806872 0.106261 0.0778568 0.081521 0.0616702 0.0597308 0.164642 0.115697
threshold=0.00040826165059115743 0.0020932231564074759 0.00040826165059115743 0.0038949446752667431 0.0056525857653468856 0.0042751494329422721 0.015675474889576439 0.00055427959887310873 0.014293605927377941 0.055838862434029586 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 6 -3 -4 -1 10 -10
right_child=1 5 7 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=7.1962393374869394e-06 -0.00059892174384891343 2.4168030967945339e-06 0.0037481049887602715 -0.0012897995914942315 0.0036805232966317194 0.0032201692050073277 -0.0025027320378898728 0.0011105711954043768 -0.0020124059321310157 -0.0041267542181941145 4.4135736664454891e-05
leaf_weight=7661.685190320015 44.473930954933167 828.67068159580231 81.749374151229858 75.826939463615417 39.387816190719604 25.562769412994385 49.560045719146729 52.351494193077087 120.64040815830231 43.952099919319153 536.13908219337463
leaf_count=3557 26 604 29 55 15 14 37 29 71 29 314
internal_value=0 0.00028838 0.00131072 0.000128561 0.00141103 -4.3944e-05 -0.000138953 0.00271844 -4.12989e-05 -0.000571537 -0.00033362
internal_weight=0 1197.58 293.79 159.689 83.8617 903.793 878.231 134.101 8362.42 700.732 656.779
internal_count=4780 809 154 96 41 655 641 58 3971 414 385
is_linear=0
shrinkage=0.06


Tree=602
num_leaves=12
num_cat=0
split_feature=43 29 34 68 112 71 3 61 58 46 46
split_gain=0.031468 0.0998215 0.106569 0.0962882 0.115386 0.205824 0.267716 0.216901 0.114321 0.155679 0.112617
threshold=0.00085274505545385193 0.074787221848964705 0.0079489401541650313 0.0058306583669036635 0.00057154725072905432 0.0033348383149132137 0.0018488886416889729 0.0027679565828293566 0.00096484774257987748 0.0070226341485977182 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 -5 7 8 -6 -7 -10 -1
right_child=-2 2 -4 4 5 6 -8 -9 9 -11 -12
leaf_value=0.00054565388774672856 -0.00010860805883565495 0.00038082394057359326 0.0033787256242930278 -6.6663617092465853e-05 -0.0034730834797472234 -0.0019383914172751674 0.0011104598865155542 0.0013923297021398297 -0.0088708788725377057 -0.0029023497522922687 -0.00014061505644677696
leaf_weight=1771.7907506227493 4790.9527947902679 116.41566216945648 67.402496337890625 843.62148833274841 46.221717357635498 32.214377284049988 37.640029788017273 115.18970680236816 36.778661012649536 27.492849111557007 1674.2792986631393
leaf_count=880 2154 47 31 510 24 16 17 46 30 19 1006
internal_value=0 0.000109107 0.0014801 5.41451e-05 -0.000424074 -0.00144432 -0.00318133 -9.28266e-07 -0.0048556 -0.00631777 0.000212229
internal_weight=0 4769.05 183.818 4585.23 1139.16 295.537 134.126 161.411 96.4859 64.2715 3446.07
internal_count=4780 2626 78 2548 662 152 82 70 65 49 1886
is_linear=0
shrinkage=0.06


Tree=603
num_leaves=12
num_cat=0
split_feature=105 32 67 37 3 44 89 32 5 38 42
split_gain=0.031051 0.120387 0.196667 0.132642 0.121729 0.166144 0.106706 0.141524 0.168244 0.164399 0.138607
threshold=0.007706565549597145 0.00099512818269431613 0.0026833302108570938 0.0053125319536775359 0.00044738779251929378 0.0033348383149132137 0.0005375427135732026 0.0026833302108570938 0.0016846025246195497 0.0022272822679951791 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 6 5 -2 7 8 -3 10 -9
right_child=1 2 -4 -5 -6 -7 -8 9 -10 -11 -12
leaf_value=4.1490346543099485e-05 0.0041280829403696311 -0.0021595937720149993 0.0015371455572582991 0.00072774278901774066 -0.001886766932817277 0.00026457377867924743 -5.2362398084855772e-06 0.0012637528419518656 -0.0069605656781664598 -0.004070986252712341 -0.0013872561545300174
leaf_weight=8333.1691937446594 64.585999011993408 127.4743093252182 139.70881414413452 151.44653677940369 41.682482481002808 105.56435716152191 190.33757078647614 106.79031252861023 33.100794911384583 54.281573891639709 211.85788750648499
leaf_count=4115 15 80 66 79 34 45 121 46 27 34 118
internal_value=0 -0.000281821 -0.000553348 -0.000887021 0.0010192 0.00173109 -0.00122487 -0.00166 -0.00314926 -0.00101876 -0.000498809
internal_weight=0 1226.83 1015 875.289 211.833 170.15 723.842 533.505 160.575 372.93 318.648
internal_count=4780 665 571 505 94 60 426 305 107 198 164
is_linear=0
shrinkage=0.06


Tree=604
num_leaves=12
num_cat=0
split_feature=73 78 105 75 149 149 29 58 71 115 128
split_gain=0.0289039 0.138414 0.124006 0.161229 0.126669 0.0985725 0.0944326 0.118676 0.0898132 0.125331 0.0877233
threshold=0.007706565549597145 0.0026833302108570938 0.00042089859198313212 0.00077738583786413084 0.012636432424187662 0.0035485138650983576 0.011519505176693203 0.021960759535431865 0.15819545835256579 0.0020292587578296666 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 7 8 9 -3 -8
right_child=1 6 3 4 -6 -7 10 -9 -10 -11 -12
leaf_value=-5.0121359342750688e-05 -0.00068699153736751786 0.0033833401772825765 -0.0050403725478826425 -0.00032891933939143065 -0.0045312792458471638 0.0020311769813950598 0.0028878756016557953 0.0024852235031784424 0.0031751207122256439 -6.6702749256851061e-05 6.5373024280125042e-05
leaf_weight=7767.2745963335037 115.39704895019531 39.387816190719604 40.274233818054199 187.54612231254578 29.944759845733643 82.271205186843872 107.31214356422424 85.427240252494812 34.483994722366333 1007.8174096345901 62.863261461257935
leaf_count=3626 77 15 26 129 21 26 43 32 11 733 41
internal_value=0 0.000217159 -0.000686252 -0.00155325 -0.000907512 0.000444333 0.000524828 0.000332302 0.000162273 6.30614e-05 0.00184524
internal_weight=0 1792.73 455.433 257.765 217.491 197.668 1337.29 1167.12 1081.69 1047.21 170.175
internal_count=4780 1154 279 176 150 103 875 791 759 748 84
is_linear=0
shrinkage=0.06


Tree=605
num_leaves=12
num_cat=0
split_feature=150 40 148 78 150 17 46 125 107 109 17
split_gain=0.0290055 0.0955372 0.0915809 0.070014 0.0359835 0.125501 0.144322 0.164895 0.138358 0.0871344 0.102619
threshold=0.028020657598972324 0.0027679565828293566 0.032603342086076743 0.000490355829242617 0.014740333426743748 0.00017767510871635753 0.0070226341485977182 0.00062670491752214741 0.0045489775948226461 0.01884530205279589 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 8 9 -8 -6 10 -7
right_child=1 2 -4 -5 5 6 7 -9 -10 -11 -12
leaf_value=8.4622656354744386e-06 0.00039200007844044407 -0.0027202256597306401 0.0010388260561870362 0.0028495926809305799 0.0031004361876910652 -0.0032341190591327678 -0.006743367875493303 -0.0012422828250506749 -0.00050126349922836031 0.0012441145390235618 0.00045784352692424489
leaf_weight=8865.6805075407028 95.052589893341064 48.673628091812134 44.81346869468689 74.393641948699951 57.594853401184082 57.255315661430359 33.100794911384583 48.15179705619812 115.18970680236816 68.628451704978943 51.465076565742493
leaf_count=4474 33 26 16 23 23 33 27 29 46 32 18
internal_value=0 0.000621459 -0.000918307 0.00147098 -1.75757e-05 -0.000552698 -0.00138922 -0.00348332 0.000699303 -0.000429808 -0.00148645
internal_weight=0 262.933 93.4871 169.446 9297.07 431.386 258.601 81.2526 172.785 177.349 108.72
internal_count=4780 98 42 56 4682 208 139 56 69 83 51
is_linear=0
shrinkage=0.06


Tree=606
num_leaves=12
num_cat=0
split_feature=34 33 24 33 24 146 51 140 102 149 135
split_gain=0.0289426 0.143021 0.145604 0.129521 0.118011 0.113487 0.109544 0.237594 0.35006 0.236862 0.184306
threshold=0.0079489401541650313 0.00077738583786413084 0.014293605927377941 0.00066645268816500913 0.00047558375808876013 0.0032328735105693345 0.00043393640953581786 0.00899649551138282 0.0016846025246195497 0.0035485138650983576 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 9 -8 -9 -3 -10
right_child=1 6 -4 -5 -6 -7 7 8 10 -11 -12
leaf_value=-7.669315439262338e-05 0.00039784200878267828 8.9003834401530673e-05 0.0045306396341188142 0.0030875722550902083 -0.00029845642055860915 0.0041008952108105802 -0.00047136885126240362 0.0018679320303326356 0.0014009858582667339 -0.0041372366092704543 -0.00074624271526880386
leaf_weight=6209.1076171398163 72.82814884185791 141.82118713855743 39.909647226333618 73.349979877471924 294.5187281370163 50.421414494514465 1355.0090721845627 518.69321835041046 196.78183650970459 71.966780066490173 535.59220230579376
leaf_count=3047 32 78 12 29 182 24 749 197 92 45 293
internal_value=0 0.00014211 0.0010454 0.000762178 0.000353895 0.00191276 -2.79941e-05 7.91156e-05 0.000675336 -0.00133366 -0.000169303
internal_weight=0 3350.89 531.028 491.118 417.768 123.25 2819.86 2606.08 1251.07 213.788 732.374
internal_count=4780 1733 279 267 238 56 1454 1331 582 123 385
is_linear=0
shrinkage=0.06


Tree=607
num_leaves=12
num_cat=0
split_feature=103 46 110 31 110 112 71 135 92 69 137
split_gain=0.0301508 0.101474 0.11581 0.0423802 0.131181 0.140972 0.135565 0.0881586 0.134714 0.120009 0.118891
threshold=0.016164712607860569 0.0045489775948226461 0.002945306478068233 0.0019672545604407792 0.015675474889576439 0.00057154725072905432 0.10522961243987085 0.00057154725072905432 0.0072436286136507997 0.00073092587990686308 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 6 -6 7 -5 10 -10 -9
right_child=1 2 -4 4 5 -7 -8 8 9 -11 -12
leaf_value=-8.7395443189931178e-05 0.0014574912397043874 -0.0022927660128970965 0.0012821209230061701 -0.00033700997882360576 0.00040146874039471319 -0.0037406067202239201 0.0022197930566606777 0.00059108767026553764 -0.003110001284662912 1.9629929546197723e-05 0.0024593676410762481
leaf_weight=7240.7789613008499 190.26242423057556 73.532273173332214 58.638515472412109 662.9844137430191 57.959439992904663 60.411350727081299 129.5365846157074 638.18281769752502 53.942036151885986 241.98494064807892 151.78607451915741
leaf_count=3498 49 36 17 462 37 39 44 339 44 146 69
internal_value=0 0.000570336 -0.000706742 -1.99073e-05 0.000224819 -0.00171247 0.0003469 0.000208178 0.000541037 -0.000550844 0.000950062
internal_weight=0 322.433 132.171 9237.57 1996.79 118.371 1878.42 1748.88 1085.9 295.927 789.969
internal_count=4780 102 53 4678 1180 76 1104 1060 598 190 408
is_linear=0
shrinkage=0.06


Tree=608
num_leaves=12
num_cat=0
split_feature=84 23 61 77 75 45 76 128 98 138 35
split_gain=0.0298222 0.0809304 0.304325 0.228299 0.212211 0.216127 0.163532 0.217068 0.157951 0.153164 0.317586
threshold=0.0012357163941487672 0.015675474889576439 0.0027679565828293566 0.0063990866765379914 0.0027679565828293566 0.0014427106943912806 0.0014427106943912806 0.00080172589514404546 0.00096484774257987748 0.0020292587578296666 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 9 5 -5 -1 -8 -7 10 -3
right_child=-2 3 -4 4 -6 8 7 -9 -10 -11 -12
leaf_value=9.2846070751941278e-05 0.00019814766704325741 0.00027346245886595227 -0.0011568938023926011 -0.00031459495198029106 -0.000804980319147708 0.0050916030666180593 -0.0047197390662891952 0.0011569506792824338 0.0018111265184820766 -0.0019308383821793509 -0.0035995641486562865
leaf_weight=3923.7918608188629 2126.2490961551666 1844.1541174650192 957.76753306388855 78.253801345825195 101.72924661636353 101.00007343292236 57.959439992904663 37.118198752403259 110.80771636962891 141.663942694664 79.504805564880371
leaf_count=1892 1152 802 562 33 59 31 37 20 39 95 58
internal_value=0 -5.66755e-05 -0.000195782 0.000225071 0.00155295 0.00237991 3.32679e-05 -0.00242549 0.00337541 -2.68268e-05 0.00011339
internal_weight=0 7433.75 4976.64 2457.11 391.791 290.062 4018.87 95.0776 211.808 2065.32 1923.66
internal_count=4780 3628 2511 1117 162 103 1949 57 70 955 860
is_linear=0
shrinkage=0.06


Tree=609
num_leaves=12
num_cat=0
split_feature=37 20 15 12 141 27 75 101 116 89 145
split_gain=0.0304683 0.122157 0.143204 0.208085 0.164927 0.125609 0.13782 0.119663 0.167971 0.152906 0.19499
threshold=0.0011261500185355546 0.000490355829242617 0.0087224207818508166 0.0045489775948226461 0.0049928687512874612 0.00090704852482303988 0.0015349716995842757 0.013860232196748258 0.0038949446752667431 0.0010585968848317864 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 -7 8 9 10 -2
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-7.4112713108829146e-05 -0.0019385533418640659 0.00041222849342194577 0.00047234478802870645 0.00083401193187638623 0.0013400758506077373 -0.0046186621852599384 -0.00022060746749147204 -0.00027335559961997328 -0.00045618400047347851 -0.00050034798988875587 -0.0075554038826082708
leaf_weight=6464.9997024536133 32.918501615524292 2110.6762629747391 402.82443606853485 161.0969352722168 82.975329518318176 39.048278450965881 74.758228540420532 51.30783212184906 45.699886322021484 25.040938377380371 68.653500556945801
leaf_count=3105 20 1153 171 104 30 25 37 35 27 17 56
internal_value=0 0.000154811 -0.000397168 -0.00099951 -0.00170211 -0.000435253 -0.00172963 -0.00281692 -0.00357429 -0.00469974 -0.00573504
internal_weight=0 3095 984.324 581.499 420.402 196.782 113.807 223.621 172.313 126.613 101.572
internal_count=4780 1675 522 351 247 92 62 155 120 93 76
is_linear=0
shrinkage=0.06


Tree=610
num_leaves=12
num_cat=0
split_feature=93 133 22 19 44 80 69 83 60 58 62
split_gain=0.0306959 0.0926195 0.0996184 0.0945251 0.1581 0.168329 0.11455 0.0878837 0.0840065 0.107934 0.0954937
threshold=0.030689206905663017 0.01884530205279589 0.0010918468469753864 0.004017772153019906 0.013439828064292671 0.0022272822679951791 0.0054799309000372895 0.0020292587578296666 0.00017767510871635753 0.0053125319536775359 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -5 -6 -2 9 -9 -11
right_child=1 -3 -4 4 6 -7 -8 8 -10 10 -12
leaf_value=-4.3871232156301508e-05 0.0020638215243592921 -0.0016704990244191681 0.0016825984176505827 -0.00056584938145594159 -0.0010126378072396356 -0.0052161314464515812 0.0019644122836787251 0.00075414258215566012 0.0013394732562344194 -0.00016573078570031983 -0.0026199145867765307
leaf_weight=8195.4016054868698 113.41687154769897 83.67945384979248 183.79310965538025 68.446158409118652 101.70419776439667 47.447672724723816 85.766777992248535 241.36291420459747 187.81051349639893 163.47369945049286 87.696857690811157
leaf_count=4400 24 34 54 25 35 25 22 53 47 34 27
internal_value=0 0.000263479 0.000389821 0.000173252 -0.000727611 -0.0024697 0.000349344 0.000517549 0.000259778 -0.000151926 -0.00102262
internal_weight=0 1364.6 1280.92 1097.13 303.365 115.894 187.471 793.761 680.344 492.533 251.171
internal_count=4780 380 346 292 107 50 57 185 161 114 61
is_linear=0
shrinkage=0.06


Tree=611
num_leaves=12
num_cat=0
split_feature=81 69 50 82 127 96 8 40 107 47 29
split_gain=0.0296687 0.0946262 0.0942748 0.0977741 0.0612071 0.0771381 0.0520386 0.0466197 0.107324 0.171313 0.15757
threshold=0.027182282879948619 0.0054799309000372895 0.0028552538715302949 0.00073092587990686308 0.00044738779251929378 0.0048403022810816774 0.012252715881913902 0.00060774214216507982 0.0031340263085439806 0.0011980500421486797 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 6 -2 -6 -4 8 10 -10 -1
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-3.2486556224933985e-05 0.00057553561306277856 -0.0022202749217442755 -0.0016343491857795346 0.0027323736382178247 -0.0039363691294504316 0.00022166256938766781 0.0015431001748147503 -0.0001038210451218318 0.0022971238668342809 -0.00026897344550376348 0.0015900791115598598
leaf_weight=453.27089941501617 135.50911700725555 42.204313516616821 36.596367716789246 123.40680778026581 29.422928810119629 35.370412349700928 37.640029788017273 6740.4110730886459 100.29594910144806 1415.1949832439423 410.67695045471191
leaf_count=219 66 31 23 39 24 22 17 3590 27 572 150
internal_value=0 0.000481133 0.000767632 0.00169732 -0.000149718 -0.00166652 -2.32892e-05 -2.32208e-05 0.000205101 -9.91478e-05 0.000738799
internal_weight=0 440.15 397.946 197.643 200.302 64.7933 74.2364 9119.85 2379.44 1515.49 863.948
internal_count=4780 222 191 79 112 46 40 4558 968 599 369
is_linear=0
shrinkage=0.06


Tree=612
num_leaves=12
num_cat=0
split_feature=99 99 0 124 34 118 77 86 78 73 112
split_gain=0.028877 0.0964486 0.146697 0.122572 0.132519 0.117646 0.118624 0.192116 0.0946874 0.176705 0.130364
threshold=0.0046923852059990176 0.0068083447404205808 0.0020932231564074759 0.0033348383149132137 0.0053125319536775359 0.0038949446752667431 0.00068727668258361529 0.00037263428384903824 0.00093549740267917525 0.00042089859198313212 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -4 -8 9 -3 -11
right_child=1 8 5 -5 -6 -7 7 -9 -10 10 -12
leaf_value=-6.5631482806494961e-05 0.0011941478633997202 -0.00028004930425475566 0.0016362300155364775 -0.00039247689145142207 0.0046015467828354637 0.0016524198642534017 -0.0039223721889021452 0.00014696095357272124 -0.00023359473678276105 0.0032113333417982692 0.00011302623394449041
leaf_weight=6847.5478746891022 82.271205186843872 273.60234034061432 59.524933099746704 54.281573891639709 82.088911890983582 117.11978650093079 69.175331592559814 105.40711271762848 1661.0331319570541 129.35429131984711 78.593339085578918
leaf_count=3465 26 93 28 34 19 51 53 62 889 37 23
internal_value=0 0.000165686 0.00085943 0.00207955 0.00289596 9.9898e-05 -0.000676801 -0.00146544 -1.88314e-05 0.000721962 0.00204034
internal_weight=0 2712.45 569.869 218.642 164.36 351.227 234.107 174.582 2142.58 481.55 207.948
internal_count=4780 1315 273 79 45 194 143 115 1042 153 60
is_linear=0
shrinkage=0.06


Tree=613
num_leaves=12
num_cat=0
split_feature=88 129 93 81 142 143 113 83 39 124 59
split_gain=0.0299472 0.147116 0.128905 0.187185 0.126054 0.176648 0.106329 0.157274 0.103359 0.0969191 0.0952032
threshold=0.0041444667149335155 0.0033348383149132137 0.0023699469165876512 0.0025217677466571335 0.010180860292166473 0.011519505176693203 0.0044099434744566688 0.0072436286136507997 0.0035485138650983576 0.051876978948712356 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 5 10 7 -4 -9 -1 -5
right_child=1 -3 6 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-7.5767896570216826e-05 -0.0015880890699309742 0.00061807438001807086 -0.00093751034667037319 -0.001452925431424985 -0.0019374497982611505 0.0047660464598135643 0.00052927698379577918 -0.0063301233463345695 -0.0016795171972380249 0.0020753555824224619 0.0013799304746671948
leaf_weight=7509.8991158008575 157.07953143119812 1213.8349603414536 124.65781199932098 55.167991518974304 47.812259316444397 46.743548393249512 67.924327373504639 42.908437848091125 28.718804478645325 76.166477203369141 189.08656656742096
leaf_count=3488 111 788 64 45 39 21 28 35 20 45 96
internal_value=0 0.000208182 -0.000446394 0.000123945 0.00091768 0.00138679 -0.00151685 -0.00222491 -0.00446547 -5.41699e-05 0.000740094
internal_weight=0 1973.93 760.099 495.89 338.81 290.998 264.209 196.285 71.6272 7586.07 244.255
internal_count=4780 1247 459 312 201 162 147 119 55 3533 141
is_linear=0
shrinkage=0.06


Tree=614
num_leaves=12
num_cat=0
split_feature=21 71 141 121 1 46 93 12 1 54 81
split_gain=0.0296238 0.0970247 0.085661 0.137369 0.223206 0.198153 0.137399 0.111064 0.124771 0.10141 0.0817418
threshold=0.0068083447404205808 0.0013560238294303419 0.0038949446752667431 0.0053125319536775359 0.0079489401541650313 0.0081988852471113222 0.0070226341485977182 0.0012357163941487672 0.00062670491752214741 0.0045489775948226461 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 7 10 8 -5 -4 -3
right_child=1 2 9 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-4.5000452894511847e-05 0.0016564293037095478 -0.0036046808384993571 -0.00035783349088105553 0.00061368113082366487 0.0016843697299201111 -0.002835506193117661 -0.0042636227677483943 -0.00084998415729601532 0.0032704872471411525 0.0013937711872269772 -0.00066726097228434118
leaf_weight=8091.2023506164551 157.21172702312469 41.500189185142517 197.12137424945831 184.49723398685455 80.001587748527527 57.959439992904663 67.584789633750916 94.191221117973328 97.139914035797119 300.20877182483673 191.38123285770416
leaf_count=4154 70 27 82 58 31 37 38 46 21 101 115
internal_value=0 0.000247895 7.90628e-05 -0.000299891 -0.00113203 0.000429961 -0.00188192 0.000933555 0.00153004 0.000699507 -0.00119072
internal_weight=0 1468.8 1311.59 814.256 380.468 433.788 300.466 375.828 281.637 497.33 232.881
internal_count=4780 626 556 373 211 162 180 125 79 183 142
is_linear=0
shrinkage=0.06


Tree=615
num_leaves=12
num_cat=0
split_feature=145 21 83 149 11 86 88 81 50 93 143
split_gain=0.028151 0.145471 0.148652 0.0987501 0.133924 0.149066 0.143246 0.149423 0.104171 0.166157 0.199376
threshold=0.00044738779251929378 0.0037758676335215573 0.045367386192083366 0.0019071503775194289 0.00747153488919139 0.00037263428384903824 0.00080172589514404546 0.0010263677686452868 0.0016846025246195497 0.00040826165059115743 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 6 -6 7 -5 9 -1 -11
right_child=-2 -3 -4 4 5 -7 -8 -9 -10 10 -12
leaf_value=-0.00053362668900282316 -4.6184655222392588e-05 -0.0023835087853989372 -0.002449971345467648 -0.00086938869818851061 0.00056873475278757934 -0.003655536575724734 0.0033911820772677889 0.0017827889146833755 -0.00060428148615607451 0.004809705331090504 0.00071436706299509529
leaf_weight=189.29390871524811 7958.6168776750565 73.192735433578491 65.13287889957428 110.80771636962891 128.83246028423309 39.230571746826172 115.52924454212189 246.81361556053162 427.73317885398865 60.908132910728455 143.90851128101349
leaf_count=127 4039 46 36 39 40 32 36 78 229 12 66
internal_value=0 0.00022953 0.000354682 0.00047954 0.0010376 -0.000417327 0.00155439 0.000961021 4.41327e-05 0.000747865 0.00193223
internal_weight=0 1601.38 1528.19 1463.06 641.214 168.063 473.151 357.621 821.844 394.111 204.817
internal_count=4780 741 695 659 225 72 153 117 434 205 78
is_linear=0
shrinkage=0.06


Tree=616
num_leaves=12
num_cat=0
split_feature=37 150 133 77 51 39 46 68 20 84 115
split_gain=0.0292972 0.090084 0.121854 0.145758 0.111117 0.267164 0.17787 0.21899 0.213358 0.122043 0.116753
threshold=0.0011261500185355546 0.0068083447404205808 0.044033329933881767 0.00096484774257987748 0.00043393640953581786 0.0014881226234138014 0.0038949446752667431 0.033603202551603324 0.000490355829242617 0.0028552538715302949 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -3 9 8 10 -6 -8
right_child=-2 4 3 -5 6 -7 7 -9 -10 -11 -12
leaf_value=8.7306252311018724e-05 0.0001518060527011485 -0.00068007085727995488 0.00065007310256294927 -0.0037434916752091701 0.00049552035673850977 -0.0056595749870965561 -0.0022488686799153725 0.0026103960816306775 -0.0033311927408814688 -0.0026446502806770711 0.00095669064183403368
leaf_weight=4985.1185247898102 3095.0001298189163 196.41724991798401 46.561255097389221 65.31517219543457 690.43411648273468 48.334090352058411 68.106620669364929 45.517593026161194 169.15679180622101 47.629966020584106 102.40832209587097
leaf_count=2422 1675 78 14 43 272 36 35 20 114 32 39
internal_value=0 -7.26744e-05 4.33576e-05 -0.00191496 -0.000504993 -0.00166344 -0.000252574 -0.00129771 -0.00182142 0.000292874 -0.000323665
internal_weight=0 6465 5096.99 111.876 1368 244.751 1123.25 385.189 339.672 738.064 170.515
internal_count=4780 3105 2479 57 626 114 512 208 188 304 74
is_linear=0
shrinkage=0.06


Tree=617
num_leaves=12
num_cat=0
split_feature=95 35 11 116 143 112 3 29 81 37 121
split_gain=0.0291372 0.170265 0.177798 0.214489 0.218043 0.274008 0.159124 0.154375 0.281967 0.184351 0.151009
threshold=0.0072436286136507997 0.00087947337306104611 0.00070876078098081063 0.0044099434744566688 0.014740333426743748 0.0016846025246195497 0.00017767510871635753 0.010180860292166473 0.0031340263085439806 0.00050559637020342063 0.029773407615721229
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 10 -9 -10 -3
right_child=1 7 3 -5 -6 -7 -8 8 9 -11 -12
leaf_value=-4.5754735959996405e-05 0.0014057676892399271 -6.8233342307622672e-05 -0.0063683882495023077 0.00038305305861822199 -0.0067881652861664339 0.0008812178789524977 -0.00046436349167802043 0.0043747770124984058 0.0024124269104061585 -0.00086344036011292487 0.0033965594826724488
leaf_weight=8028.2138448953629 99.252287030220032 723.29556906223297 47.812259316444397 127.29201602935791 39.230571746826172 71.941731214523315 25.040938377380371 99.252287030220032 111.51184070110321 138.84744536876678 48.309041500091553
leaf_count=3993 33 405 39 73 32 21 17 33 43 79 12
internal_value=0 0.000239804 -0.000805556 -0.00151056 -0.00282038 -0.00174536 -0.00433907 0.000622597 0.00166852 0.000595655 0.000148692
internal_weight=0 1531.79 410.57 311.318 184.026 144.795 72.8532 1121.22 349.612 250.359 771.605
internal_count=4780 787 215 182 109 77 56 572 155 122 417
is_linear=0
shrinkage=0.06


Tree=618
num_leaves=12
num_cat=0
split_feature=35 115 79 145 44 108 113 115 53 44 117
split_gain=0.0293446 0.105903 0.127212 0.1393 0.138244 0.208912 0.150931 0.141885 0.110263 0.103846 0.0875586
threshold=0.0048403022810816774 0.0011980500421486797 0.015200819820165636 0.0062037324532866487 0.0013146653072908523 0.0068083447404205808 0.0034400182776153092 0.00055427959887310873 0.0028552538715302949 0.0044099434744566688 0.066585760563611998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -6 -2 -7 -5 -3
right_child=1 10 -4 9 5 8 -8 -9 -10 -11 -12
leaf_value=-6.7570553303594042e-05 0.00090335934670807453 1.1352517688873614e-05 -0.001530791594911934 0.00083276086683608337 -0.0034318013046815122 0.00016913784660044511 0.0011705385280102491 0.0049299069996143969 0.0030200120601118169 -0.00262495861028405 -0.0029212369789458656
leaf_weight=6764.8689365386963 53.395156264305115 2108.5068409442902 72.670904397964478 75.097766280174255 54.4638671875 75.097766280174255 48.491334795951843 76.845552682876587 139.68376529216766 53.577449560165405 37.30049204826355
leaf_count=3216 23 1254 49 27 41 27 19 25 42 30 27
internal_value=0 0.000163537 0.000834919 0.00113305 0.00163284 0.000958027 -0.00126412 0.00327913 0.00202321 -0.000606955 -3.96246e-05
internal_weight=0 2795.13 649.324 576.653 447.977 317.737 102.955 130.241 214.782 128.675 2145.81
internal_count=4780 1564 283 234 177 129 60 48 69 57 1281
is_linear=0
shrinkage=0.06


Tree=619
num_leaves=12
num_cat=0
split_feature=109 58 93 58 129 106 81 112 34 141 102
split_gain=0.0290199 0.249728 0.0608779 0.211745 0.349753 0.0814635 0.0459884 0.147676 0.156103 0.238292 0.164235
threshold=0.00017767510871635753 0.0062037324532866487 0.00017767510871635753 0.00046126570669002836 0.000490355829242617 0.00064626874518580746 0.00017767510871635753 0.0016846025246195497 0.00055427959887310873 0.0011980500421486797 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 7 8 -2 10 -10
right_child=6 -3 5 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.0077800119947775484 0.0025621616902048376 -0.0049065439623945635 0.0024432396009061415 0.0019003970219933007 -0.00025151998460634021 -0.000391178749070474 -1.1636841792790137e-05 -0.00096158769747543469 -0.0036253345217766722 0.0036289739186797197 0.00058391447636390215
leaf_weight=30.648884177207947 170.15035617351532 41.500189185142517 68.967989444732666 69.332576036453247 80.730760931968689 77.549677014350891 8679.9322693347931 156.48255383968353 59.185395359992981 49.013165831565857 76.506014943122864
leaf_count=25 60 27 22 36 59 29 4391 42 38 16 35
internal_value=0 -0.00052192 3.41499e-05 -0.000702745 -0.00232317 0.000943023 2.09381e-05 0.000573896 0.00125101 4.31695e-05 -0.00125206
internal_weight=0 368.73 327.23 180.712 111.38 146.518 9191.27 511.337 354.855 184.705 135.691
internal_count=4780 198 171 120 84 51 4582 191 149 89 73
is_linear=0
shrinkage=0.06


Tree=620
num_leaves=12
num_cat=0
split_feature=8 107 123 114 81 110 32 26 10 117 58
split_gain=0.0280159 0.125059 0.13808 0.208341 0.10305 0.16603 0.12903 0.145765 0.140637 0.164216 0.14187
threshold=0.0044099434744566688 0.0092791137285530585 0.00093549740267917525 0.00040826165059115743 0.0079489401541650313 0.04673989117145539 0.013860232196748258 0.00037263428384903824 0.00068727668258361529 0.04673989117145539 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 -6 7 -1 -9 10 -10
right_child=1 2 -4 -5 5 -7 -8 8 9 -11 -12
leaf_value=0.00013897738115529809 -3.3794332588871017e-05 -3.8014001991523617e-05 -0.0015530094305804781 0.0021969076551409928 -0.0009298319116025338 0.0022460282273750395 0.0030318148332429298 0.0012905528532560872 0.00024062911075086344 -0.0037691332456705217 -0.0015624338854220109
leaf_weight=4020.64233481884 3142.6050469875336 278.68845510482788 75.644646167755127 325.58924794197083 790.38357651233673 64.064167976379395 50.760952234268188 106.42572593688965 288.52114689350128 71.784486770629883 344.89004492759705
leaf_count=1971 1683 104 48 108 470 18 14 32 136 38 158
internal_value=0 0.000125837 0.000863655 0.00116618 -8.38377e-05 -0.000691715 2.25306e-05 -9.08068e-06 -0.000742537 -0.00104936 -0.000741132
internal_weight=0 3822.53 679.922 604.278 5737.47 854.448 4883.02 4832.26 811.621 705.196 633.411
internal_count=4780 1943 260 212 2837 488 2349 2335 364 332 294
is_linear=0
shrinkage=0.06


Tree=621
num_leaves=12
num_cat=0
split_feature=135 146 34 56 149 54 58 80 141 92 91
split_gain=0.030482 0.11731 0.128743 0.143323 0.150066 0.131123 0.120698 0.198597 0.184204 0.16416 0.226994
threshold=0.0037758676335215573 0.0063990866765379914 0.04273676127195359 0.00047558375808876013 0.041476719081401832 0.0062037324532866487 0.0031340263085439806 0.00090704852482303988 0.00046126570669002836 0.00043393640953581786 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -5 7 -2 -8 10 -10
right_child=1 2 -4 5 -6 -7 8 -9 9 -11 -12
leaf_value=-5.4482072265871758e-05 -0.001253376200332098 -0.0016837613911325122 0.0018869285156815178 -0.00026506511725902978 0.0010051586089440739 0.0028097031579925472 -0.0022181042838263199 0.0023194147335559244 0.0012054483996890599 0.0011103897442155358 -0.0029110640448346955
leaf_weight=7595.7772353887558 71.080362439155579 399.71849870681763 84.383578181266785 180.86946558952332 91.896554827690125 68.967989444732666 98.912749290466309 264.15928399562836 92.418385863304138 510.97289955615997 100.84282898902893
leaf_count=3952 34 213 38 103 27 22 43 99 24 177 48
internal_value=0 0.000210686 -0.000333719 -0.000586447 -0.00118113 0.000583729 0.000605621 0.00156188 0.00020647 0.000547012 -0.000942529
internal_weight=0 1964.22 825.836 741.453 491.615 249.837 1138.39 335.24 803.147 704.234 193.261
internal_count=4780 828 403 365 240 125 425 133 292 249 72
is_linear=0
shrinkage=0.06


Tree=622
num_leaves=12
num_cat=0
split_feature=150 112 52 109 112 133 24 120 68 60 45
split_gain=0.0283366 0.0845698 0.0922091 0.063784 0.0406836 0.121005 0.139233 0.108098 0.184486 0.138641 0.300842
threshold=0.028020657598972324 0.0011615398107096555 0.0015349716995842757 0.01884530205279589 0.00050559637020342063 0.0062037324532866487 0.0035485138650983576 0.00043393640953581786 0.019431582652032379 0.025578102096915249 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 6 -1 8 9 10 -8
right_child=1 3 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00011411789275854399 0.0010438922819108424 0.0026486565613121319 -0.0026264383520648413 0.00028439941417051891 -0.00016003081331878854 0.000472290428477229 -0.0014347321547401833 0.0006387765838253898 -0.003736398450081003 0.0028614369263931043 0.0024861287658384328
leaf_weight=2402.2963958978653 49.717290163040161 80.862956523895264 48.855921387672424 83.49716055393219 4056.5234320163727 1919.5023722648621 554.37116825580597 164.59250807762146 82.478547334671021 36.596367716789246 80.705712080001831
leaf_count=1408 20 18 33 27 1644 1069 346 100 57 23 35
internal_value=0 0.000614251 -0.000775237 0.00144758 -1.73718e-05 9.30555e-05 -0.000126135 -0.00075434 -0.00105839 -0.000729538 -0.000936468
internal_weight=0 262.933 98.5732 164.36 9297.07 5240.54 3321.04 918.744 754.152 671.673 635.077
internal_count=4780 98 53 45 4682 3038 1969 561 461 404 381
is_linear=0
shrinkage=0.06


Tree=623
num_leaves=12
num_cat=0
split_feature=14 95 127 95 54 98 121 17 114 107 99
split_gain=0.0282724 0.0998688 0.212457 0.135431 0.230067 0.232538 0.183235 0.178211 0.171849 0.135644 0.128651
threshold=0.00040826165059115743 0.0072436286136507997 0.0036604277556762104 0.0031340263085439806 0.0035485138650983576 0.010180860292166473 0.0013146653072908523 0.00066645268816500913 0.0025217677466571335 0.0010263677686452868 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 -6 9 -8 -7 -5 -11
right_child=1 2 -4 4 5 8 7 -9 -10 10 -12
leaf_value=0.00014092489278077859 -4.8668704553232225e-05 0.000797248695391446 -0.0016249573752387847 0.00054050643535428653 -0.0014177975488367906 -0.0088686065803699199 0.0029400629626261587 -0.00034482667777540395 -0.0021918492156592002 0.0006879031251805594 -0.0029348255967285635
leaf_weight=3336.3769466876984 4309.388921380043 916.00990402698517 151.99341666698456 112.05872058868408 241.12357187271118 29.422928810119629 105.19977056980133 136.73507237434387 26.266893744468689 46.221717357635498 149.2019681930542
leaf_count=1406 2323 456 100 64 159 24 31 67 18 24 108
internal_value=0 -7.55474e-05 0.000452531 -0.000184941 -0.000878899 -0.00222489 -0.000151748 0.00108353 -0.00571942 -0.0011237 -0.00207798
internal_weight=0 6223.62 1068 5155.62 846.231 296.813 549.417 241.935 55.6898 307.482 195.424
internal_count=4780 3374 556 2818 495 201 294 98 42 196 132
is_linear=0
shrinkage=0.06


Tree=624
num_leaves=12
num_cat=0
split_feature=51 105 25 19 87 34 5 43 72 77 78
split_gain=0.028678 0.129208 0.0872717 0.138252 0.195645 0.271059 0.160142 0.136751 0.134942 0.319172 0.161102
threshold=0.0034400182776153092 0.02636832278221846 0.00042089859198313212 0.004017772153019906 0.00043393640953581786 0.0035485138650983576 0.0016846025246195497 0.010180860292166473 0.0020932231564074759 0.00068727668258361529 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 6 -6 7 -5 9 -1 -10
right_child=-2 -3 -4 4 5 -7 -8 -9 10 -11 -12
leaf_value=5.8936630120681463e-05 0.00014249947931855157 -0.002359866134731325 0.00011917627896479346 -0.0023622736933191215 0.0018534855497780423 -0.0013204141197234224 -4.7438595534615255e-07 -0.0061413001331863427 -0.00012647400718052094 -0.003031253263459704 0.0026530309141650967
leaf_weight=966.30607426166534 3319.0674732923508 87.904199838638306 4058.5398044586182 121.34453248977661 141.61384499073029 306.57093966007233 68.628451704978943 48.15179705619812 169.99311172962189 137.43919670581818 134.44040608406067
leaf_count=360 1755 58 2067 75 47 161 32 29 77 71 48
internal_value=0 -7.57844e-05 -4.31533e-05 -0.000357703 -0.00105596 -0.000317551 -0.00244576 -0.00343585 -1.73894e-05 -0.000325856 0.00110098
internal_weight=0 6240.93 6153.03 2094.49 686.31 448.185 238.125 169.496 1408.18 1103.75 304.434
internal_count=4780 3025 2967 900 344 208 136 104 556 431 125
is_linear=0
shrinkage=0.06


Tree=625
num_leaves=12
num_cat=0
split_feature=81 140 108 17 109 91 150 23 86 77 30
split_gain=0.0304988 0.0888643 0.0651556 0.149082 0.101285 0.0732066 0.0438141 0.0429008 0.154199 0.15672 0.275228
threshold=0.027182282879948619 0.016164712607860569 0.011169348377734424 0.000490355829242617 0.010500331409275534 0.0035485138650983576 0.0022272822679951791 0.015675474889576439 0.0017376682371832433 0.007706565549597145 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -5 -4 -1 9 -9 -11
right_child=1 -3 6 5 -6 -7 -8 8 -10 10 -12
leaf_value=-0.00011404398420572761 3.2214540946510222e-05 -0.0014405092505999943 0.00077349836362431128 0.0027269190685541523 -0.0036318238478906654 -0.00039814544938344113 0.0030864619371294348 8.9294830457895176e-05 -0.0016691855185055702 0.0023545233330846973 -0.0013525900147101837
leaf_weight=6146.9415286779404 82.635791778564453 71.966780066490173 54.621111631393433 87.357319951057434 40.45652711391449 39.048278450965881 64.064167976379395 2438.5671285390854 156.55770039558411 280.77577924728394 97.007718443870544
leaf_count=3171 40 45 24 37 33 25 18 1119 114 92 62
internal_value=0 0.000487817 0.000864737 0.000314233 -0.00117204 0.00176155 0.00202199 -2.35434e-05 0.00016358 0.000265462 0.00140261
internal_weight=0 440.15 368.183 249.498 123.092 126.406 118.685 9119.85 2972.91 2816.35 377.783
internal_count=4780 222 177 135 73 62 42 4558 1387 1273 154
is_linear=0
shrinkage=0.06


Tree=626
num_leaves=12
num_cat=0
split_feature=93 15 10 75 109 110 37 50 91 9 39
split_gain=0.0287359 0.0841763 0.156963 0.154284 0.100061 0.0999932 0.137704 0.0814521 0.0694735 0.125092 0.0973094
threshold=0.030689206905663017 0.016668972559273246 0.0058306583669036635 0.001792412775103003 0.014740333426743748 0.015675474889576439 0.00099512818269431613 0.0063990866765379914 0.00087947337306104611 0.000490355829242617 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -3 6 -5 -4 10 -10 -2
right_child=1 4 7 5 -6 -7 -8 -9 9 -11 -12
leaf_value=-4.2447503006807649e-05 0.00023627592105405126 6.5504557452775836e-05 0.00073418386511720402 -0.0054405817226878973 -0.002219125449666094 0.00056111920343260866 -0.00011441350030409022 0.002775893747493726 -0.0019323839523648434 0.0007608721592320659 0.0022879512013881786
leaf_weight=8195.4016054868698 232.25939559936523 259.56995141506195 143.17933809757233 43.430268883705139 94.008927822113037 36.231781125068665 29.240635514259338 138.27551662921906 103.451984167099 155.25659847259521 129.69382905960083
leaf_count=4400 49 61 38 32 39 9 17 34 33 41 27
internal_value=0 0.000254928 0.000533609 6.92616e-05 -0.000541929 -0.00201373 -0.00329749 0.00173725 0.000434749 -0.000316103 0.000971425
internal_weight=0 1364.6 1011.02 729.564 353.579 108.903 72.6709 281.455 620.662 258.709 361.953
internal_count=4780 380 280 208 100 58 49 72 150 74 76
is_linear=0
shrinkage=0.06


Tree=627
num_leaves=12
num_cat=0
split_feature=4 133 125 46 25 87 144 92 110 52 123
split_gain=0.0313684 0.077332 0.0535957 0.0647982 0.0700549 0.0481587 0.0419738 0.160006 0.144655 0.148483 0.0771565
threshold=0.010180860292166473 0.00080172589514404546 0.0079489401541650313 0.0028552538715302949 0.0012745757703669371 0.00080172589514404546 0.0038949446752667431 0.021960759535431865 0.0035485138650983576 0.0079489401541650313 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 5 -5 -3 10 -8 9 -9 -1
right_child=1 2 -4 4 -6 -7 7 8 -10 -11 -12
leaf_value=-5.1125385585966858e-05 -0.0016231029621878214 0.00088635563510535949 -0.00089579962237085425 -0.0010716447994549064 0.0015025710343935786 0.0033867762984578975 -1.9381621271454268e-05 -0.00024875586955805417 0.0035609806540530297 0.0034031050902845585 -0.0012188982049809692
leaf_weight=7231.1856118440628 51.30783212184906 48.491334795951843 51.12553882598877 65.13287889957428 91.557017087936401 64.768292307853699 1445.5154758691788 160.75739753246307 87.175026655197144 53.395156264305115 209.58827006816864
leaf_count=3360 35 19 28 36 37 22 953 114 30 23 123
internal_value=0 0.000539852 0.000885493 0.00122285 0.000432521 0.00231624 -2.18807e-05 0.000242799 0.00150052 0.000661771 -8.40187e-05
internal_weight=0 372.383 321.075 269.95 156.69 113.26 9187.62 1746.84 301.328 214.153 7440.77
internal_count=4780 177 142 114 73 41 4603 1120 167 137 3483
is_linear=0
shrinkage=0.06


Tree=628
num_leaves=12
num_cat=0
split_feature=44 92 129 72 34 69 60 19 43 128 112
split_gain=0.0286176 0.063414 0.0712619 0.0687033 0.0927332 0.0848988 0.0749656 0.0699484 0.0491954 0.210879 0.163128
threshold=0.04673989117145539 0.0041444667149335155 0.00244467705488205 0.0012357163941487672 0.0053125319536775359 0.0035485138650983576 0.00039601318712811922 0.017188700847327713 0.024810968898236755 0.00093549740267917525 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 6 -5 -6 -2 -7 -1 -10 -11
right_child=1 2 -4 4 5 7 -8 -9 9 10 -12
leaf_value=-7.2447745734585906e-05 -0.0025560338249682873 -0.003023474416665466 0.0010329112124045164 0.0023865297051655293 0.0014462853618203708 0.00099226427429187684 0.00074693086136762244 -0.0022099522172421525 -4.453757744993601e-05 0.0037786858805021364 7.3008310959394074e-05
leaf_weight=8103.744392991066 43.769806623458862 37.30049204826355 26.788724780082703 126.38054955005646 117.45932424068451 41.135602593421936 56.890729069709778 60.933181762695312 768.97735786437988 103.97381520271301 72.64585554599762
leaf_count=4267 22 27 15 38 41 13 19 36 247 30 25
internal_value=0 0.000437001 -0.00132794 0.000690296 0.00109176 0.000346369 -0.000689284 -0.0009194 -2.46602e-05 0.000384878 0.00225449
internal_weight=0 510.658 64.0892 446.569 345.909 219.528 100.661 102.069 9049.34 945.597 176.62
internal_count=4780 211 42 169 128 90 41 49 4569 302 55
is_linear=0
shrinkage=0.06


Tree=629
num_leaves=12
num_cat=0
split_feature=55 25 77 23 73 108 25 112 27 82 10
split_gain=0.0280579 0.0543817 0.135101 0.129466 0.150286 0.14085 0.190638 0.143742 0.156469 0.14308 0.152189
threshold=0.00040826165059115743 0.014293605927377941 0.066585760563611998 0.036783467978239066 0.0012357163941487672 0.0038949446752667431 0.022641776129603389 0.00017767510871635753 0.0041444667149335155 0.0034400182776153092 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 -7 -9 10 -8
right_child=-2 2 -4 4 -6 7 9 8 -10 -11 -12
leaf_value=7.3739265255793233e-06 0.00027162065217736396 -0.0019668398171365752 -0.0035880260960857481 0.0038325203225165645 -0.0011839399530120739 -0.00060106207322566053 0.001709750138545407 -0.006350079702066678 -0.0011368723159750917 0.0043877615318246993 -0.00163135538786271
leaf_weight=7661.685190320015 1197.5830516815186 113.12743151187897 48.855921387672424 53.212862968444824 36.074536681175232 123.09231889247894 123.95368766784668 42.908437848091125 40.091940522193909 38.161860823631287 81.252591967582703
leaf_count=3557 809 82 33 16 26 73 60 35 19 14 56
internal_value=0 -3.88988e-05 -0.000544838 -0.000316761 0.00180573 -0.000653618 6.82185e-05 -0.00190224 -0.00383193 0.0010142 0.00038682
internal_weight=0 8362.42 700.732 651.876 89.2874 562.588 356.496 206.093 83.0004 243.368 205.206
internal_count=4780 3971 414 381 42 339 212 127 54 130 116
is_linear=0
shrinkage=0.06


Tree=630
num_leaves=12
num_cat=0
split_feature=114 24 129 25 99 8 52 128 78 93 149
split_gain=0.0284718 0.0514203 0.130965 0.187027 0.123869 0.119411 0.187553 0.163902 0.18904 0.207695 0.232685
threshold=0.011169348377734424 0.00017767510871635753 0.00017767510871635753 0.0038949446752667431 0.0046923852059990176 0.0013560238294303419 0.0037758676335215573 0.0012745757703669371 0.000490355829242617 0.030689206905663017 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 9 10 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0075205589283078907 0.0003293751105189027 1.529210777977383e-05 -0.0036046246503172292 -7.5265304715024445e-05 0.0015282937464477617 0.0014296020567226351 0.0011507418899810312 0.0011281154785547462 -0.0063914212543675327 -6.9235641536442198e-05 -0.00093642136462262484
leaf_weight=37.30049204826355 859.81634795665741 7855.121747136116 102.79795753955841 113.9888002872467 140.90972065925598 94.008927822113037 110.1035920381546 56.368898034095764 37.30049204826355 112.19091618061066 40.091940522193909
leaf_count=27 602 3797 77 69 43 39 35 22 27 23 19
internal_value=0 -3.25513e-05 -0.000477271 -0.00174885 -3.85118e-05 -0.000491515 -0.000950647 -0.00176748 -0.00248689 -0.00171867 -0.00410975
internal_weight=0 8700.18 845.062 216.787 628.275 487.365 393.356 283.253 226.884 189.583 77.3924
internal_count=4780 4178 381 146 235 192 153 118 96 69 46
is_linear=0
shrinkage=0.06


Tree=631
num_leaves=12
num_cat=0
split_feature=145 23 61 117 46 58 53 68 106 22 42
split_gain=0.0262013 0.167621 0.113253 0.107595 0.107585 0.123721 0.141893 0.166183 0.135989 0.121214 0.119975
threshold=0.00044738779251929378 0.036783467978239066 0.0011615398107096555 0.016668972559273246 0.012636432424187662 0.0013560238294303419 0.0056525857653468856 0.00064626874518580746 0.000490355829242617 0.00043393640953581786 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 -1 10 -9
right_child=-2 -3 3 -5 -6 -7 -8 9 -10 -11 -12
leaf_value=-0.00049651097588784279 -4.4556693659067636e-05 -0.0030557462797775343 -0.0016424737636927338 0.0005255586688523707 -0.00050948899997354483 0.0016282228147497988 0.0020078373330140523 -0.0012296004976916409 0.0022605277839058517 0.00090840605675150178 -0.0057448379726574884
leaf_weight=177.19159948825836 7958.6168776750565 54.281573891639709 179.30397248268127 152.49019885063171 248.27196192741394 443.38810992240906 127.42421162128448 44.473930954933167 101.18236672878265 32.918501615524292 40.45652711391449
leaf_count=100 4039 34 112 73 134 139 32 26 38 20 33
internal_value=0 0.00022144 0.000336423 -0.000646062 0.000604654 0.000890693 0.000266204 -0.0002939 0.000505608 -0.00218244 -0.00338043
internal_weight=0 1601.38 1547.1 331.794 1215.31 967.035 523.647 396.223 278.374 117.849 84.9305
internal_count=4780 741 707 185 522 388 249 217 138 79 59
is_linear=0
shrinkage=0.06


Tree=632
num_leaves=12
num_cat=0
split_feature=90 137 66 91 23 33 120 141 108 107 143
split_gain=0.0277281 0.0905132 0.0747197 0.0692653 0.0554846 0.0887909 0.0426334 0.036118 0.128076 0.165637 0.123703
threshold=0.0016331639490090313 0.00044738779251929378 0.0020932231564074759 0.00099512818269431613 0.011169348377734424 0.00077738583786413084 0.00046126570669002836 0.0005893622583243997 0.011169348377734424 0.020035739988088611 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 4 -2 6 -6 -3 8 9 -1 -10
right_child=1 2 -4 -5 5 -7 -8 -9 10 -11 -12
leaf_value=-0.00019789796122835469 7.4591236586042035e-05 -0.0016623697071152994 0.0020239305239410366 0.0029857472167900442 -0.00016986848166181267 -0.0043806305001053043 0.00091767913758933881 3.588987756840743e-05 -0.0022519178867845741 0.0023225865271001337 5.4881384735527947e-05
leaf_weight=1217.3374844789505 48.673628091812134 33.100794911384583 44.291637659072876 74.393641948699951 41.500189185142517 31.874839544296265 75.98418390750885 7545.7023099660873 203.09390664100647 101.70419776439667 142.34301817417145
leaf_count=623 26 27 19 23 27 26 38 3757 104 35 75
internal_value=0 0.000524318 -0.000186702 0.00183437 -0.000723326 -0.00199907 0.000134788 -1.99145e-05 -0.000272897 -3.55698e-06 -0.00130136
internal_weight=0 349.819 226.752 123.067 182.46 73.375 109.085 9210.18 1664.48 1319.04 345.437
internal_count=4780 186 137 49 118 53 65 4594 837 658 179
is_linear=0
shrinkage=0.06


Tree=633
num_leaves=12
num_cat=0
split_feature=88 87 129 75 140 137 106 36 108 104 4
split_gain=0.027989 0.0901435 0.153074 0.0927833 0.113226 0.0915842 0.0873628 0.0872452 0.117489 0.0846867 0.0973053
threshold=0.0041444667149335155 0.0092791137285530585 0.0033348383149132137 0.0072436286136507997 0.021960759535431865 0.0005893622583243997 0.0011980500421486797 0.001792412775103003 0.0038949446752667431 0.0049928687512874612 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -5 -9 -4 -11
right_child=1 -3 9 7 -6 6 -8 8 -10 10 -12
leaf_value=-5.2368981414023322e-05 -0.0020667318326604706 0.0016330719199668716 0.00019633210501936348 -0.00065576467640178764 0.0011170291216807942 0.0022459942812077362 -0.0011818647576134478 -6.3704933104215218e-05 0.0040817818550541148 0.0022841775462414814 0.00015700866837211461
leaf_weight=7586.0655930042267 281.91963672637939 146.54271531105042 807.10026717185974 126.43064725399017 71.784486770629883 38.865985155105591 85.974120140075684 57.437608957290649 43.065682291984558 177.53113722801208 137.28195226192474
leaf_count=3533 182 75 559 86 38 18 53 40 18 90 88
internal_value=0 0.00020126 8.644e-05 -0.000606067 -0.00107991 -0.00146762 -0.000114683 0.00039314 0.00171264 0.0005219 0.00135657
internal_weight=0 1973.93 1827.39 705.478 478.544 406.76 124.84 226.934 100.503 1121.91 314.813
internal_count=4780 1247 1172 435 291 253 71 144 58 737 178
is_linear=0
shrinkage=0.06


Tree=634
num_leaves=12
num_cat=0
split_feature=14 20 3 58 43 8 115 142 83 118 15
split_gain=0.0302327 0.0876685 0.0976313 0.159573 0.164785 0.285701 0.210475 0.197339 0.167157 0.161438 0.174981
threshold=0.00040826165059115743 0.018276390619575981 0.00064626874518580746 0.00060774214216507982 0.00017767510871635753 0.00068727668258361529 0.00055427959887310873 0.0062037324532866487 0.045367386192083366 0.00042089859198313212 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 8 -8 -7 10 -5
right_child=-2 -3 -4 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00098212651145897678 -7.8122611719524626e-05 -0.0021058278218771946 0.0010185411671472804 0.004079936067882704 -9.7192570855805542e-06 -0.0034060697085473669 0.0028926550424679502 -0.0016455439003999163 0.00094461221861669457 0.0049626167697818255 -0.00014509948853908347
leaf_weight=446.80158483982086 6223.6228855848312 61.115475058555603 440.69685685634613 60.386301875114441 1867.6615629196167 84.565871477127075 108.35580563545227 50.603707790374756 50.943245530128479 80.34112548828125 84.905409216880798
leaf_count=224 3374 43 243 15 691 45 37 31 21 21 35
internal_value=0 0.000145729 0.000187742 5.85757e-05 0.000253313 0.00119785 -3.31115e-05 0.00144795 -0.00177048 0.00280436 0.00161091
internal_weight=0 3336.38 3275.26 2834.56 2387.76 520.101 294.469 158.96 135.509 225.633 145.292
internal_count=4780 1406 1363 1120 896 205 134 68 66 71 50
is_linear=0
shrinkage=0.06


Tree=635
num_leaves=12
num_cat=0
split_feature=4 51 46 94 107 112 33 84 33 47 98
split_gain=0.0280907 0.158995 0.0502473 0.0651767 0.0547686 0.0432832 0.0357868 0.0898417 0.110776 0.257803 0.178197
threshold=0.010180860292166473 0.0005375427135732026 0.0028552538715302949 0.0048403022810816774 0.0051502294372767219 0.0010585968848317864 0.0015349716995842757 0.00093549740267917525 0.0020932231564074759 0.013439828064292671 0.019431582652032379
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 5 -4 -5 -3 -1 8 9 10 -8
right_child=1 2 3 4 -6 -7 7 -9 -10 -11 -12
leaf_value=0.0001092714973622351 -0.002825658294189242 0.0029030991138635671 0.0014745563426941219 0.00051736891166209308 -0.0023565146580056756 0.00077474905283252008 -0.0015396255368767126 0.00027552195387495128 -0.00017274906579277204 0.0010799800349059819 -0.0055158694376352766
leaf_weight=4167.1029522418976 45.178055286407471 69.150282740592957 92.782972455024719 54.099280595779419 42.726144552230835 68.446158409118652 217.12629556655884 1420.2490978240967 3214.7360228300095 118.50298631191254 49.899583458900452
leaf_count=2135 30 29 38 27 28 25 136 720 1550 35 27
internal_value=0 0.00051087 0.000971553 0.000338161 -0.000750789 0.00184437 -2.0706e-05 -0.000128589 -0.000288005 -0.00124907 -0.00228267
internal_weight=0 372.383 327.205 189.608 96.8254 137.596 9187.62 5020.51 3600.26 385.529 267.026
internal_count=4780 177 147 93 55 54 4603 2468 1748 198 163
is_linear=0
shrinkage=0.06


Tree=636
num_leaves=12
num_cat=0
split_feature=20 59 51 46 33 18 51 61 80 75 47
split_gain=0.028075 0.113366 0.122916 0.0924419 0.15136 0.133517 0.12197 0.146777 0.121005 0.117894 0.117178
threshold=0.00070876078098081063 0.023343417793512348 0.00096484774257987748 0.010829726699739696 0.022641776129603389 0.00038414125447161501 0.0038949446752667431 0.0013146653072908523 0.00017767510871635753 0.00064626874518580746 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 8 5 -5 7 -7 -2 -8 -10
right_child=1 2 -4 4 -6 6 9 -9 10 -11 -12
leaf_value=-8.5892453844166645e-05 0.00068242044012063567 0.0035192074044350144 0.00056595361278963512 0.0012305552503676378 -0.0024251294233617895 -0.00071997812848725667 -0.0044668011797134944 0.0019495343683707481 0.0007788149004825818 -0.00053374167399179652 -0.00057150307933452041
leaf_weight=5630.739172577858 473.25077188014984 67.924327373504639 200.4847514629364 606.44017374515533 62.15913712978363 132.89996182918549 31.17071521282196 167.72349429130554 268.04449224472046 229.04631149768829 1690.11652302742
leaf_count=2678 249 28 119 272 37 81 22 82 133 156 923
internal_value=0 0.000123086 0.00131331 3.58204e-05 0.000459825 0.000613452 -5.38251e-05 0.000769393 -0.000178577 -0.00100487 -0.000386664
internal_weight=0 3929.26 268.409 3660.85 1229.44 1167.28 560.84 300.623 2431.41 260.217 1958.16
internal_count=4780 2102 147 1955 650 613 341 163 1305 178 1056
is_linear=0
shrinkage=0.06


Tree=637
num_leaves=12
num_cat=0
split_feature=135 146 92 113 0 19 63 34 70 9 78
split_gain=0.0277015 0.101792 0.135859 0.135663 0.188806 0.204245 0.116721 0.109972 0.109822 0.147919 0.181595
threshold=0.0037758676335215573 0.0063990866765379914 0.00017767510871635753 0.0030382014811038975 0.00050559637020342063 0.0011615398107096555 0.0013146653072908523 0.04273676127195359 0.00082683752407319855 0.00080172589514404546 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -5 8 -3 -10 -11
right_child=1 7 -4 6 5 -7 -8 -9 9 10 -12
leaf_value=-5.1937793393313281e-05 -0.0025694064587516927 -0.0023458671342191607 0.0010117303633948539 -0.0039452007935995874 0.0042471716925936501 -8.7086617102436194e-05 -0.00036524462008527103 0.0017461051188275166 0.00093351775760812177 -0.0029488026991082855 -0.00013006470699512604
leaf_weight=7595.7772353887558 54.438818335533142 104.18115735054016 781.44425368309021 57.777146697044373 61.612257242202759 107.31214356422424 75.80189061164856 84.383578181266785 239.48293220996857 116.25841772556305 281.53000128269196
leaf_count=3952 17 61 288 30 16 43 31 38 96 64 144
internal_value=0 0.000200847 0.000568734 -0.000401106 0.000503471 0.00149376 -0.00191369 -0.000306273 -0.000539851 -0.000244603 -0.000953875
internal_weight=0 1964.22 1138.39 356.942 223.363 168.924 133.579 825.836 741.453 637.271 397.788
internal_count=4780 828 425 137 76 59 61 403 365 304 208
is_linear=0
shrinkage=0.06


Tree=638
num_leaves=12
num_cat=0
split_feature=14 39 70 19 2 1 70 99 92 7 52
split_gain=0.0268061 0.0786573 0.102189 0.134353 0.166544 0.119711 0.173314 0.173637 0.189268 0.118325 0.162835
threshold=0.00040826165059115743 0.016668972559273246 0.0041444667149335155 0.00046126570669002836 0.00070876078098081063 0.0005375427135732026 0.010500331409275534 0.0056525857653468856 0.0011980500421486797 0.0015833032084628942 0.010500331409275534
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 -5 10 -7
right_child=1 -3 3 4 -6 9 -8 -9 -10 -11 -12
leaf_value=0.000137221778892629 -0.00029707390121188042 0.00061588441024056312 -0.0028664181549286918 0.00073001664645342768 0.0017810100897935879 -0.0016993794729166295 -0.00028884183354626849 -0.00067335363099337215 0.0047662717255401912 0.00038753733795572458 0.0012071830224531649
leaf_weight=3336.3769466876984 4106.7096990346909 543.67710769176483 47.629966020584106 74.054104208946228 251.37789928913116 320.23874199390411 238.09973239898682 63.202799201011658 96.096251964569092 393.95330846309662 88.583275318145752
leaf_count=1406 2281 327 32 33 92 179 112 31 27 222 38
internal_value=0 -7.35622e-05 -0.000139555 0.000271625 0.000369596 9.11542e-05 0.000850033 0.00201207 0.00300958 -0.000354519 -0.00106959
internal_weight=0 6223.62 5679.95 1573.24 1525.61 1274.23 471.453 233.353 170.15 802.775 408.822
internal_count=4780 3374 3047 766 734 642 203 91 60 439 217
is_linear=0
shrinkage=0.06


Tree=639
num_leaves=12
num_cat=0
split_feature=145 23 4 117 147 50 150 21 114 129 122
split_gain=0.0275751 0.142961 0.083634 0.132134 0.251418 0.165844 0.120087 0.171716 0.107615 0.103282 0.102195
threshold=0.00044738779251929378 0.036783467978239066 0.001792412775103003 0.00062670491752214741 0.0033348383149132137 0.00066645268816500913 0.0013560238294303419 0.0022975050378590827 0.000490355829242617 0.00066645268816500913 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 -7 -8 -5 -4 -9
right_child=-2 -3 9 5 -6 6 7 10 -10 -11 -12
leaf_value=0.0027939486274980076 -4.5709797034341683e-05 -0.002799359013778363 0.0019397784626146233 -0.0045015423494391398 -0.0009990346605597705 -0.00070877037905391169 0.001229261741347162 -0.0034582047927881748 -0.00040239064779432949 -0.00055521806661842585 0.00058268043757393328
leaf_weight=160.86454427242279 7958.6168776750565 54.281573891639709 213.03374516963959 50.081876754760742 103.31978857517242 407.93559968471527 394.92182397842407 50.603707790374756 42.726144552230835 83.000378370285034 40.613771557807922
leaf_count=49 4039 34 71 34 74 206 144 31 28 54 16
internal_value=0 0.00022717 0.000333359 0.000118767 0.00131055 -0.000200269 5.03274e-05 0.000687312 -0.00261441 0.00124025 -0.00165904
internal_weight=0 1601.38 1547.1 1251.07 264.184 986.883 894.075 486.139 92.808 296.034 91.2175
internal_count=4780 741 707 582 123 459 397 191 62 125 47
is_linear=0
shrinkage=0.06


Tree=640
num_leaves=12
num_cat=0
split_feature=43 109 80 61 117 42 96 75 110 46 46
split_gain=0.0269727 0.0883172 0.0942141 0.178543 0.201243 0.320631 0.271776 0.19625 0.167147 0.15781 0.146352
threshold=0.00085274505545385193 0.00017767510871635753 0.00042089859198313212 0.00064626874518580746 0.0031340263085439806 0.0079489401541650313 0.0033348383149132137 0.0042751494329422721 0.00085274505545385193 0.00017767510871635753 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 8 5 7 -7 10 -4 -6 -5
right_child=1 2 3 4 9 6 -8 -9 -10 -11 -12
leaf_value=0.00010101355170372302 -0.0023836456331314403 0.00067099672931029866 0.0014545259700783244 -0.006909514703232528 0.0014069471788060912 -0.0012088503199705238 0.0034212352051854345 -0.0011844728658718276 -9.0797881179588584e-05 -0.00032936615582620799 -0.0027029034567008794
leaf_weight=4769.0470374822617 60.229057431221008 544.43828105926514 409.08640849590302 61.819599390029907 204.11251986026764 192.06030833721161 59.864470839500427 91.060234904289246 656.10736620426178 2454.7369393110275 57.437608957290649
leaf_count=2626 32 218 135 47 74 95 18 64 244 1187 40
internal_value=0 -0.000100552 -7.14845e-05 -0.000168046 -0.000396958 -0.00155246 -0.000108611 -0.00328194 0.000502682 -0.000196074 -0.00488349
internal_weight=0 4790.95 4730.72 4186.29 3121.09 462.242 251.925 210.317 1065.19 2658.85 119.257
internal_count=4780 2154 2122 1904 1525 264 113 151 379 1261 87
is_linear=0
shrinkage=0.06


Tree=641
num_leaves=12
num_cat=0
split_feature=35 11 67 68 150 117 79 53 8 133 149
split_gain=0.0285652 0.0768035 0.101692 0.185786 0.112449 0.102779 0.192819 0.0891623 0.0892492 0.0864659 0.0799508
threshold=0.0048403022810816774 0.00747153488919139 0.00017767510871635753 0.0068083447404205808 0.0022272822679951791 0.022641776129603389 0.0033348383149132137 0.00244467705488205 0.0011261500185355546 0.0095705352723598498 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -4 -7 8 -2 -8 -3
right_child=1 10 5 -5 -6 6 9 -9 -10 -11 -12
leaf_value=-6.6667197612218842e-05 0.0012317222297786197 0.0011889539620189174 3.7315941329518239e-06 -0.0022013594504383741 0.0040502084761632152 -0.0043833968031260833 -0.0014998289743366699 0.0023513841684726596 -0.0028567164855554088 0.0014388857771295714 -0.00057626338031030661
leaf_weight=6764.8689365386963 47.265379428863525 422.82935738563538 1772.3056303262711 50.603707790374756 59.864470839500427 56.915777921676636 86.495951175689697 86.470902323722839 32.396670579910278 61.794550538063049 118.18849742412567
leaf_count=3216 18 225 1038 31 18 43 50 26 23 23 69
internal_value=0 0.00016135 7.26579e-06 0.00108482 0.00182064 -0.000143455 -0.00141467 0.00101723 -0.000430949 -0.000275229 0.000803332
internal_weight=0 2795.13 2254.11 276.601 225.997 1977.51 205.206 166.133 79.6621 148.291 541.018
internal_count=4780 1564 1270 116 85 1154 116 67 41 73 294
is_linear=0
shrinkage=0.06


Tree=642
num_leaves=12
num_cat=0
split_feature=93 93 87 19 143 76 99 20 59 103 98
split_gain=0.0272923 0.0863228 0.134485 0.14248 0.169934 0.235843 0.267982 0.205219 0.154292 0.382256 0.15019
threshold=0.030689206905663017 0.0048403022810816774 0.023343417793512348 0.00060774214216507982 0.00085274505545385193 0.0011615398107096555 0.00050559637020342063 0.00038414125447161501 0.0014427106943912806 0.00055427959887310873 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 6 7 -6 10 -10 -3
right_child=-2 2 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=7.0557513189272526e-05 0.0002484418612742679 -0.0012934789275170764 -0.0033973140770492938 0.0018797665158913736 -0.0057364536179405849 0.0012366239074203442 -0.00026242520914788683 -0.0014456106113782867 -0.0028780009386703796 0.0029205009094693253 -0.005811414402130035
leaf_weight=6160.2558906078339 1364.5982267856598 58.116684436798096 51.829663157463074 143.36163139343262 56.211653590202332 299.1651097536087 1069.6759605407715 140.23064517974854 97.164962887763977 70.715775847434998 48.673628091812134
leaf_count=3521 380 20 32 45 39 107 482 63 45 20 26
internal_value=0 -4.13675e-05 -0.000380157 -0.000301311 -9.74124e-05 -0.000278499 -0.0006365 -0.00267343 -0.0015697 -0.00043552 -0.00335269
internal_weight=0 8195.4 2035.15 1983.32 1708.65 1565.28 1266.12 196.442 274.671 167.881 106.79
internal_count=4780 4400 879 847 736 691 584 102 111 65 46
is_linear=0
shrinkage=0.06


Tree=643
num_leaves=12
num_cat=0
split_feature=91 103 33 150 87 148 91 40 67 112 82
split_gain=0.0266944 0.0821851 0.0792129 0.0344375 0.0898709 0.060096 0.0549227 0.137694 0.0902328 0.0682099 0.0411935
threshold=0.020035739988088611 0.00066645268816500913 0.00066645268816500913 0.028020657598972324 0.00080172589514404546 0.0045489775948226461 0.012636432424187662 0.0011980500421486797 0.00040826165059115743 0.00057154725072905432 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 5 -5 -1 -8 9 -9 -6
right_child=1 -3 -4 4 10 -7 7 8 -10 -11 -12
leaf_value=-1.3730629643629037e-05 0.001993640449611866 0.0022226614381728911 -0.001469087081455514 0.0001211400553500792 -0.0018599948118837369 0.0025282330656299585 0.0019877513283980239 -0.0018077212272303632 -0.00059772914522352295 -0.0059621084764563455 0.00054035220522796312
leaf_weight=8954.942858338356 35.188119053840637 76.323721647262573 73.375028729438782 61.794550538063049 53.577449560165405 94.34846556186676 38.6836918592453 28.718804478645325 65.31517219543457 28.196973443031311 49.534996867179871
leaf_count=4492 15 28 53 23 30 29 11 20 43 23 13
internal_value=0 0.00071395 -0.000346728 -1.40798e-05 0.00066781 0.00157561 -3.34728e-05 -0.00113213 -0.00211951 -0.00386587 -0.000706873
internal_weight=0 184.887 108.563 9375.11 259.255 156.143 9115.86 160.915 122.231 56.9158 103.112
internal_count=4780 96 68 4684 95 52 4589 97 86 43 43
is_linear=0
shrinkage=0.06


Tree=644
num_leaves=12
num_cat=0
split_feature=51 104 33 19 126 17 26 31 50 21 46
split_gain=0.0266006 0.108264 0.154138 0.152625 0.127882 0.12771 0.106465 0.142769 0.273082 0.219782 0.209033
threshold=0.0034400182776153092 0.00075379351619631063 0.017724351026117805 0.0072436286136507997 0.00068727668258361529 0.0087224207818508166 0.00042089859198313212 0.0012357163941487672 0.0013986918493174019 0.00099512818269431613 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 6 -4 -5 -2 7 8 -3 -10 -11
right_child=1 2 3 4 -6 -7 -8 -9 9 10 -12
leaf_value=-7.2987982310304087e-05 0.0012616156532155463 0.0012243787539250245 -0.00024891497519709363 0.00094415348616177098 0.0039856662865180468 -0.0011133866746411588 -0.00087975124857453011 0.00083900670459918997 0.00022652186344903225 -0.0026394829593011935 -0.0001351986049715504
leaf_weight=6240.9323589801788 496.15428841114044 303.41490459442139 163.34150385856628 119.57169723510742 85.244946956634521 97.529549479484558 614.9397634267807 549.26000463962555 382.1905369758606 312.72576534748077 194.69451236724854
leaf_count=3025 230 155 75 53 25 59 368 311 185 190 104
internal_value=0 0.000137241 -2.26958e-05 0.00111907 0.00221003 0.000871454 -0.00020102 3.85387e-05 -0.000329991 -0.000860131 -0.0016786
internal_weight=0 3319.07 2725.38 368.158 204.817 593.684 2357.23 1742.29 1193.03 889.611 507.42
internal_count=4780 1755 1466 153 78 289 1313 945 634 479 294
is_linear=0
shrinkage=0.06


Tree=645
num_leaves=12
num_cat=0
split_feature=93 125 15 105 87 59 105 25 35 104 10
split_gain=0.0264435 0.0884157 0.100768 0.108889 0.122147 0.0932306 0.110991 0.104542 0.135075 0.160063 0.0941216
threshold=0.021960759535431865 0.027182282879948619 0.023343417793512348 0.00042089859198313212 0.0011615398107096555 0.0072436286136507997 0.00099512818269431613 0.00042089859198313212 0.00057154725072905432 0.0070226341485977182 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 -2 8 -8 -10 -7
right_child=1 -3 3 4 -6 10 7 -9 9 -11 -12
leaf_value=-4.5933668501395525e-05 0.0009022384054360365 -0.0017453843737624238 0.00044733482622153018 -0.00033001976159228053 -0.0037301629913228411 0.00040397756220056916 0.00050393578568246338 0.00035850118469812415 -0.0050964534257945714 -0.00059744588150606568 0.0029763206331562746
leaf_weight=7888.5412257909775 567.78848206996918 78.775632381439209 161.72591304779053 89.444644093513489 66.176540970802307 99.774118065834045 77.889214754104614 310.53824579715729 54.281573891639709 59.864470839500427 105.19977056980133
leaf_count=4297 124 30 36 25 30 30 19 106 34 18 31
internal_value=0 0.000216786 0.000313837 -0.000642899 -0.0017759 0.000551906 0.000327413 -0.000322002 -0.00142244 -0.00273693 0.00172419
internal_weight=0 1671.46 1592.68 317.347 155.621 1275.34 1070.36 502.574 192.035 114.146 204.974
internal_count=4780 483 453 91 55 362 301 177 71 52 61
is_linear=0
shrinkage=0.06


Tree=646
num_leaves=12
num_cat=0
split_feature=99 98 121 93 146 100 45 94 140 51 98
split_gain=0.026687 0.0812173 0.187667 0.184983 0.256739 0.112716 0.0747074 0.108895 0.167218 0.12829 0.11952
threshold=0.0046923852059990176 0.049604203552007682 0.0035485138650983576 0.021960759535431865 0.0010263677686452868 0.010829726699739696 0.0026833302108570938 0.0048403022810816774 0.016164712607860569 0.00043393640953581786 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 8 10 -9 -2
right_child=6 2 3 -5 5 -7 -8 9 -10 -11 -12
leaf_value=-7.7405732096398832e-06 -0.00022569069302072047 -0.0038176092874683265 0.00058793602528945082 0.00076717623214395819 -0.0060679762771845523 -0.0016853456313883828 -0.00012699733626672202 -0.0030573946656254295 0.0026590226643813074 0.00016717954022861894 0.0016979450441708163
leaf_weight=6389.0837137699127 320.23874199390411 65.13287889957428 79.479756712913513 228.05969846248627 48.15179705619812 37.640029788017273 1485.0173901319504 48.673628091812134 168.03798317909241 507.91705989837646 182.56715428829193
leaf_count=3300 179 36 34 49 29 17 742 26 48 267 53
internal_value=0 -6.30936e-05 -0.000834485 -0.0003405 -0.00186899 -0.00414516 0.000159279 0.000505632 0.0010204 -0.000114808 0.000472775
internal_weight=0 6847.55 458.464 393.331 165.272 85.7918 2712.45 1227.43 670.844 556.591 502.806
internal_count=4780 3465 165 129 80 46 1315 573 280 293 232
is_linear=0
shrinkage=0.06


Tree=647
num_leaves=12
num_cat=0
split_feature=35 67 68 21 77 102 124 42 68 58 37
split_gain=0.0260959 0.0825017 0.193164 0.170203 0.0845065 0.0651011 0.116418 0.14549 0.185992 0.248046 0.131915
threshold=0.0048403022810816774 0.00017767510871635753 0.0068083447404205808 0.0012745757703669371 0.00899649551138282 0.0016846025246195497 0.0022272822679951791 0.014293605927377941 0.011169348377734424 0.0035485138650983576 0.02129978779703379
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 7 8 -7 -10 -8
right_child=1 -3 -4 -5 -6 6 10 -9 9 -11 -12
leaf_value=7.7423438802530126e-05 0.0013906018682786339 3.3806720072576714e-05 -0.0021547353529652521 0.0038002760876009681 -0.0015406371589311153 -0.00074393049825548674 6.7943648582032294e-06 6.4061925348108924e-05 -0.00093563425335853496 -0.0058023702543174493 0.0028734571869457946
leaf_weight=4295.0628975629807 139.52652084827423 2459.5266627073288 56.733484625816345 91.896554827690125 47.447672724723816 694.21217799186707 968.66893577575684 592.06824707984924 86.678244471549988 66.723420858383179 61.455012798309326
leaf_count=1842 59 1417 36 27 25 371 612 250 57 51 33
internal_value=0 0.000154219 0.00103668 0.00168594 0.000646753 -6.37206e-05 -0.000309174 -0.000657624 -0.00116173 -0.00305246 0.000177813
internal_weight=0 2795.13 335.604 278.871 186.974 6764.87 2469.81 1439.68 847.614 153.402 1030.12
internal_count=4780 1564 147 111 84 3216 1374 729 479 108 645
is_linear=0
shrinkage=0.06


Tree=648
num_leaves=12
num_cat=0
split_feature=45 150 107 150 140 80 29 83 129 83 148
split_gain=0.0280552 0.0833982 0.126046 0.142904 0.163624 0.229042 0.124592 0.0987826 0.0963169 0.0774226 0.128839
threshold=0.0014427106943912806 0.0068083447404205808 0.010829726699739696 0.0036604277556762104 0.0060143163427710542 0.011880517937242987 0.0068083447404205808 0.057509137317538268 0.000490355829242617 0.0054799309000372895 0.027182282879948619
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 8 -6 -3 -1 -5 10 -2
right_child=9 6 -4 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-6.5191456736443989e-06 -0.00062336033538147053 -0.00044977092283579427 -0.0027834380384214184 0.0011337145941867294 -0.0077258890552385755 -0.00071241974590572179 0.0024668834707269921 -0.0026682876629942763 -0.002752624545470689 0.0001688515108930409 0.00083974142731990502
leaf_weight=2309.8599125146866 1103.0592441558838 106.97260582447052 68.967989444732666 61.090426206588745 33.100794911384583 33.962163686752319 103.97381520271301 51.30783212184906 36.778661012649536 5381.2913529872894 269.63503420352936
leaf_count=1199 612 53 22 19 27 14 30 35 30 2591 148
internal_value=0 -0.000159464 -0.000252725 -0.000183631 -0.00189113 -0.00417411 0.000987825 -6.4359e-05 -0.00032675 6.62512e-05 -0.000335967
internal_weight=0 2806.01 2595.07 2526.1 164.932 67.063 210.946 2361.17 97.8691 6753.99 1372.69
internal_count=4780 1429 1346 1324 90 41 83 1234 49 3351 760
is_linear=0
shrinkage=0.06


Tree=649
num_leaves=12
num_cat=0
split_feature=90 137 87 83 98 71 60 89 138 82 27
split_gain=0.0252325 0.0780631 0.0803927 0.0500154 0.0853847 0.0666537 0.0500451 0.0370859 0.0830615 0.101609 0.109444
threshold=0.0016331639490090313 0.00044738779251929378 0.00055427959887310873 0.0092791137285530585 0.0051502294372767219 0.001792412775103003 0.00039601318712811922 0.00062670491752214741 0.0045489775948226461 0.0058306583669036635 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 5 6 -3 -5 8 -1 10 -10
right_child=1 3 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=-4.2121343615463108e-05 -0.00012392233899283613 -0.00098610955036204282 0.0029943784197366051 -0.0018078853951080632 -0.0034700252956284751 0.0022057525201103299 0.0010488870018793154 0.00020414642326061562 -0.0027582334406861444 0.0018508117207660351 -0.00024206706626956151
leaf_weight=6847.5367285013199 50.421414494514465 40.45652711391449 72.64585554599762 34.848581314086914 34.848581314086914 56.368898034095764 60.229057431221008 2076.7071479558945 126.61294054985046 36.935905456542969 122.38819456100464
leaf_count=3119 24 33 25 25 25 22 32 1300 93 13 69
internal_value=0 0.000500167 0.00171679 -0.000160144 -0.000929406 0.000872098 1.80099e-06 -1.89972e-05 -8.39591e-05 -0.00108588 -0.0015215
internal_weight=0 349.819 123.067 226.752 129.926 96.8254 95.0776 9210.18 7133.47 285.937 249.001
internal_count=4780 186 49 137 82 55 57 4594 3294 175 162
is_linear=0
shrinkage=0.06


Tree=650
num_leaves=12
num_cat=0
split_feature=107 21 58 33 135 146 91 69 148 141 98
split_gain=0.0266714 0.112118 0.115276 0.142401 0.129507 0.137177 0.112397 0.103878 0.131263 0.0959745 0.0874058
threshold=0.020035739988088611 0.0012745757703669371 0.0095705352723598498 0.0098710241727530974 0.00050559637020342063 0.0063990866765379914 0.00017767510871635753 0.0022975050378590827 0.0051502294372767219 0.0016331639490090313 0.02636832278221846
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 4 10 5 9 -2 8 -6 -3 -4
right_child=1 2 3 -5 7 -7 -8 -9 -10 -11 -12
leaf_value=-3.2931494581560961e-05 -0.0028508155751124221 0.0020687793916894311 -0.0007441685627830036 -0.003198594350769609 0.00036096626750978125 0.004055817774943766 0.00047122668686861986 0.0016505751233124109 -0.0032407164756328333 -0.00078032088723384296 0.0019329290138016674
leaf_weight=8628.334997177124 74.575935244560242 127.44926047325134 113.96375143527985 54.621111631393433 116.23336887359619 81.567080855369568 72.124024510383606 102.74785983562469 53.055618524551392 63.906923532485962 71.419900178909302
leaf_count=4414 30 56 45 24 40 22 28 29 33 35 24
internal_value=0 0.000304985 0.000589529 -0.000506113 0.00107206 0.0019955 -0.00121756 0.00014561 -0.000767811 0.00111727 0.000287196
internal_weight=0 931.665 784.965 240.005 544.96 272.923 146.7 272.037 169.289 191.356 185.384
internal_count=4780 366 308 93 215 113 58 102 73 91 69
is_linear=0
shrinkage=0.06


Tree=651
num_leaves=12
num_cat=0
split_feature=34 83 149 131 82 102 63 70 25 106 147
split_gain=0.0273284 0.101407 0.122081 0.12056 0.161252 0.192546 0.170661 0.170342 0.132117 0.10086 0.100619
threshold=0.0079489401541650313 0.11759182065725328 0.0013986918493174019 0.00096484774257987748 0.00047558375808876013 0.0012357163941487672 0.00052132029668428015 0.00017767510871635753 0.00042089859198313212 0.0098710241727530974 0.05109804309904576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -7 -8 10 -5
right_child=1 -3 -4 9 5 7 8 -9 -10 -11 -12
leaf_value=-7.4523777819400283e-05 -0.0031881384454991685 0.0022974399739367278 -0.00016838236458502766 -0.0011048436071336074 0.0049906118112206356 0.004444011227338578 0.0027187987271620902 0.00033546180911966201 -0.00029877179596230017 0.00095695926671255955 0.0021281982841090358
leaf_weight=6209.1076171398163 44.473930954933167 76.506014943122864 2200.0207116603851 278.9709438085556 70.193944811820984 47.96950376033783 86.131364583969116 149.69875037670135 132.7176685333252 224.63927221298218 39.570109486579895
leaf_count=3047 26 35 1082 207 23 22 36 81 74 125 22
internal_value=0 0.00013809 8.76372e-05 0.000611899 0.00125463 0.00229113 0.000200258 0.00133251 0.000888839 -1.66346e-05 -0.000703226
internal_weight=0 3350.89 3274.39 1074.37 531.185 267.862 263.323 197.668 218.849 543.18 318.541
internal_count=4780 1733 1698 616 262 126 136 103 110 354 229
is_linear=0
shrinkage=0.06


Tree=652
num_leaves=12
num_cat=0
split_feature=135 71 8 143 121 131 98 91 44 33 133
split_gain=0.0267995 0.105788 0.146733 0.0967367 0.126846 0.170784 0.167914 0.152113 0.103957 0.151653 0.100261
threshold=0.0037758676335215573 0.001792412775103003 0.00244467705488205 0.0034400182776153092 0.0053125319536775359 0.0027679565828293566 0.0072436286136507997 0.00099512818269431613 0.0028552538715302949 0.0081988852471113222 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 -6 -9 -10 -5
right_child=1 3 -4 10 7 -7 -8 8 9 -11 -12
leaf_value=-5.1085206573947763e-05 0.0053237351304924047 -0.0015170468695305808 0.00023952813563608418 -0.00053424350803138194 0.0011481449639038463 0.00022802446720020394 -0.0061247197000000387 0.0012794050946623307 -8.2356086650136945e-05 -0.0037683758066914472 0.00074062475973147679
leaf_weight=7595.7772353887558 33.962163686752319 83.339916110038757 51.30783212184906 294.28633713722229 239.79742109775543 99.799166917800903 43.247975587844849 51.986907601356506 85.949071288108826 75.462352871894836 905.08345246315002
leaf_count=3952 14 44 35 127 62 54 25 15 29 41 382
internal_value=0 0.00019755 0.00226452 0.000103747 -0.000468184 -0.00162799 -0.00309123 0.000111178 -0.00105407 -0.00180563 0.000427814
internal_weight=0 1964.22 85.27 1878.95 679.583 226.387 126.588 453.196 213.398 161.411 1199.37
internal_count=4780 828 49 779 270 123 69 147 85 70 509
is_linear=0
shrinkage=0.06


Tree=653
num_leaves=12
num_cat=0
split_feature=37 150 25 95 124 145 49 12 134 79 5
split_gain=0.0274224 0.0939877 0.120646 0.140186 0.140362 0.0969522 0.1069 0.114183 0.160391 0.140778 0.097092
threshold=0.0011261500185355546 0.0068083447404205808 0.00042089859198313212 0.00087947337306104611 0.00087947337306104611 0.015675474889576439 0.000490355829242617 0.0010263677686452868 0.00017767510871635753 0.0019672545604407792 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 9 -9 -3 -8
right_child=1 5 -4 4 -6 -7 10 8 -10 -11 -12
leaf_value=-7.0310634107557338e-05 0.00038355200278107236 0.0010053480724897625 0.00016055070239133541 -0.00345792679595993 -0.0005637185746321375 -0.0017919198905203592 0.00082649613013314289 -0.0034530845772331956 0.0014489215251694205 0.0033402847826127522 -0.0025310709984886627
leaf_weight=6464.9997024536133 163.70609045028687 288.13151144981384 1985.8862553834915 111.19735181331635 131.85629975795746 49.899583458900452 72.306317806243896 39.752402782440186 60.750888466835022 137.23185455799103 54.281573891639709
leaf_count=3105 89 98 1130 77 87 27 35 29 29 40 34
internal_value=0 0.000146869 -3.22726e-05 -0.000973676 -0.00188782 0.000757132 0.000952083 0.00132889 -0.000489985 0.00175865 -0.000613247
internal_weight=0 3095 2392.65 406.76 243.054 702.354 652.455 525.867 100.503 425.363 126.588
internal_count=4780 1675 1383 253 164 292 265 196 58 138 69
is_linear=0
shrinkage=0.06


Tree=654
num_leaves=12
num_cat=0
split_feature=114 86 124 12 102 85 13 141 114 114 125
split_gain=0.0265922 0.0570656 0.084462 0.0744133 0.0788846 0.0610219 0.055967 0.0482134 0.0995541 0.244736 0.15239
threshold=0.011169348377734424 0.00044738779251929378 0.00747153488919139 0.0038949446752667431 0.025578102096915249 0.00039601318712811922 0.011519505176693203 0.0005893622583243997 0.0025217677466571335 0.0019071503775194289 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 -5 -3 -7 8 9 10 -1
right_child=1 5 3 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0010755797577884413 -0.0020375884534079977 0.0033608309306636117 0.00215490505295284 -0.00063875933093956658 0.0026207996980027915 0.00037132435837404618 0.0027486073143794957 3.3845525550947425e-05 -0.0015177319148104763 0.0028841785335961189 0.00026709160819600301
leaf_weight=571.77388572692871 74.78327739238739 30.284297585487366 57.594853401184082 217.85546875 30.466590881347656 409.78358149528503 39.048278450965881 7167.9257636070251 220.12508618831635 89.80923068523407 650.54951810836792
leaf_count=254 61 11 23 164 18 300 25 3442 159 39 284
internal_value=0 0.000318318 -0.000230041 0.000211826 -0.000238845 0.000754037 0.000578147 -3.14585e-05 -0.000336952 -0.000138863 -0.000360978
internal_weight=0 859.816 380.7 305.917 248.322 479.116 448.832 8700.18 1532.26 1312.13 1222.32
internal_count=4780 602 266 205 182 336 325 4178 736 577 538
is_linear=0
shrinkage=0.06


Tree=655
num_leaves=12
num_cat=0
split_feature=81 89 79 71 30 35 108 40 145 5 1
split_gain=0.0258812 0.0755671 0.105687 0.117751 0.105472 0.0718234 0.0661714 0.0432942 0.101793 0.105253 0.126871
threshold=0.027182282879948619 0.00038414125447161501 0.0038949446752667431 0.0079489401541650313 0.00044738779251929378 0.002945306478068233 0.013032016810029747 0.00060774214216507982 0.0053125319536775359 0.014740333426743748 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 -4 -3 -2 -7 8 -1 10 -10
right_child=1 4 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=0.00050549766523833516 0.00037471599501406915 0.0040506932885057828 -0.0011377007486570662 0.0021313349346268975 0.00043289165816372466 -0.0039460997894182831 -0.00055582792744316779 -9.9360365630069946e-05 0.00023659901577781177 -0.0030642573946673608 -0.0015256939273304519
leaf_weight=1475.531187415123 56.368898034095764 44.109344363212585 62.341430425643921 109.05992996692657 84.748164772987366 45.360348582267761 38.161860823631287 6740.4110730886459 668.23472428321838 47.108134984970093 188.56473553180695
leaf_count=539 22 12 44 41 52 37 14 3590 295 35 99
internal_value=0 0.000449374 -5.64364e-05 0.000942334 0.0016713 -0.00128018 -0.00239706 -2.16881e-05 0.00019834 -0.000303062 -0.000151247
internal_weight=0 440.15 311.292 171.401 128.858 139.891 83.5222 9119.85 2379.44 903.908 856.799
internal_count=4780 222 158 85 64 73 51 4558 968 429 394
is_linear=0
shrinkage=0.06


Tree=656
num_leaves=12
num_cat=0
split_feature=93 118 61 71 109 1 28 95 113 70 106
split_gain=0.0241133 0.0973784 0.0730462 0.114118 0.127529 0.0924999 0.0883027 0.0848112 0.0731162 0.0720544 0.0679799
threshold=0.030689206905663017 0.0084566329605877417 0.00017767510871635753 0.037906534969806678 0.02129978779703379 0.00039601318712811922 0.001792412775103003 0.00244467705488205 0.0020932231564074759 0.0019071503775194289 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 6 -2 7 -4 -5 -10 -7
right_child=1 -3 3 8 -6 10 -8 -9 9 -11 -12
leaf_value=-3.8883727491502667e-05 0.00055150305902265781 -0.0015138429482238953 -0.00061711794705002849 0.00035714109407518747 -0.0022576419833512328 -0.0028369873100953522 0.0021585853724460044 0.0011021047233044725 0.0031027989146925482 0.00099778441625084395 -0.00018757847993248729
leaf_weight=8195.4016054868698 158.75217127799988 105.90389490127563 252.76109910011292 137.04956126213074 71.602193474769592 72.64585554599762 89.444644093513489 174.68959105014801 123.04222118854523 111.66908514499664 67.037909746170044
leaf_count=4400 37 35 76 33 31 25 25 50 25 26 17
internal_value=0 0.000233525 0.000380545 0.000635358 0.000115488 -0.00043935 0.000444223 8.54901e-05 0.00145831 0.00210129 -0.00156547
internal_weight=0 1364.6 1258.69 960.258 588.498 298.436 516.895 427.451 371.761 234.711 139.684
internal_count=4780 380 345 266 182 79 151 126 84 51 42
is_linear=0
shrinkage=0.06


Tree=657
num_leaves=12
num_cat=0
split_feature=150 112 10 29 88 110 87 50 104 18 101
split_gain=0.0253075 0.0767261 0.0798547 0.0345245 0.133054 0.121327 0.214269 0.0942665 0.142831 0.102657 0.123334
threshold=0.028020657598972324 0.0011615398107096555 0.007706565549597145 0.04673989117145539 0.00047558375808876013 0.00017767510871635753 0.00080172589514404546 0.05109804309904576 0.01884530205279589 0.00085274505545385193 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -5 8 9 10 -7
right_child=1 -3 -4 4 -6 7 -8 -9 -10 -11 -12
leaf_value=-4.6375420088655501e-05 0.00058944312909730309 0.0013742381321671972 -0.0029317519220350787 0.0010055176650926281 -0.0017579818140772221 0.00081586453074039404 -0.00486619665152582 0.0028024439822489297 0.0033677320412917665 0.0025079648577430208 -0.0022667519200166393
leaf_weight=8712.1716954708099 61.272719502449036 164.36011707782745 37.30049204826355 62.498674869537354 85.45228910446167 103.63427746295929 34.848581314086914 105.72160160541534 58.638515472412109 49.013165831565857 85.087702512741089
leaf_count=4431 26 45 27 27 56 40 25 28 17 16 42
internal_value=0 0.000580493 -0.000742991 -1.64171e-05 0.00042982 0.000804143 -0.00109645 0.00126428 0.000715586 6.14218e-05 -0.000573972
internal_weight=0 262.933 98.5732 9297.07 584.895 499.443 97.3473 402.095 296.374 237.735 188.722
internal_count=4780 98 53 4682 251 195 52 143 115 98 82
is_linear=0
shrinkage=0.06


Tree=658
num_leaves=12
num_cat=0
split_feature=99 23 98 93 133 65 39 110 21 60 54
split_gain=0.0247381 0.0811143 0.0743615 0.236658 0.171926 0.153895 0.131075 0.116517 0.104536 0.117117 0.148637
threshold=0.0046923852059990176 0.059226244688034065 0.049604203552007682 0.0017376682371832433 0.0012745757703669371 0.021960759535431865 0.0019071503775194289 0.00039601318712811922 0.0049928687512874612 0.00017767510871635753 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 -1 7 -7 9 -5 -11
right_child=1 -3 3 8 -6 6 -8 -9 -10 10 -12
leaf_value=2.6894970025675016e-05 9.1424282390405111e-05 0.0018917414838715814 -0.0012767808712709744 -0.0021420487505276423 -0.0068737115898297651 -0.0018274209754589443 0.00057192678371056525 -0.0073559243424702247 0.0015978526934277934 0.0018472027881055028 -0.0017982832796564498
leaf_weight=6301.7013449668884 2619.1471540927887 93.304803490638733 44.473930954933167 122.18085241317749 35.552705645561218 31.17071521282196 31.692546248435974 24.519107341766357 91.19243049621582 95.392127633094788 69.67211377620697
leaf_count=3239 1280 35 26 38 29 22 19 20 23 23 26
internal_value=0 0.000153353 -6.07462e-05 -0.000798862 -0.00376328 -7.7809e-06 -0.00250848 -0.00426151 -0.000171988 -0.000733864 0.000308476
internal_weight=0 2712.45 6847.55 458.464 80.0266 6389.08 87.3824 55.6898 378.438 287.245 165.064
internal_count=4780 1315 3465 165 55 3300 61 42 110 87 49
is_linear=0
shrinkage=0.06


Tree=659
num_leaves=12
num_cat=0
split_feature=112 75 4 24 135 99 99 23 106 135 40
split_gain=0.0268884 0.10345 0.104326 0.140231 0.130155 0.206326 0.136331 0.129112 0.111202 0.1415 0.145016
threshold=0.00050559637020342063 0.017188700847327713 0.0005375427135732026 0.0044099434744566688 0.0013986918493174019 0.0014881226234138014 0.00073092587990686308 0.0049928687512874612 0.079227816313505187 0.00044738779251929378 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -8 9 10 -4
right_child=1 -3 8 -5 5 -7 7 -9 -10 -11 -12
leaf_value=8.9838168636103172e-05 -0.00032006660511460852 -0.001902734305279089 -0.0015938389505238614 0.001432653135551008 -0.00013412269704364335 -0.0038273974456480273 0.0028064290431964022 0.00020125063132831836 -0.0029873425944079378 2.7010076190473663e-05 0.00026328995790946946
leaf_weight=5319.6832906007767 322.9550439119339 113.12743151187897 448.52432239055634 341.16208112239838 227.38062298297882 71.602193474769592 136.52773022651672 137.41414785385132 52.873325228691101 2160.2752602100372 228.47438275814056
leaf_count=3082 99 82 198 107 69 31 36 47 26 892 111
internal_value=0 -0.000112706 -6.36412e-05 0.000397451 3.23257e-06 -0.00101861 0.000515069 0.00149962 -0.000260998 -0.000210192 -0.000967093
internal_weight=0 4240.32 4127.19 1237.04 895.88 298.983 596.897 273.942 2890.15 2837.27 676.999
internal_count=4780 1698 1616 389 282 100 182 83 1227 1201 309
is_linear=0
shrinkage=0.06


Tree=660
num_leaves=12
num_cat=0
split_feature=44 150 133 3 50 10 96 38 87 62 79
split_gain=0.0249746 0.0691507 0.0720038 0.0731545 0.139416 0.1209 0.137628 0.13323 0.114027 0.123592 0.0922111
threshold=0.013439828064292671 0.00017767510871635753 0.00055427959887310873 0.00050559637020342063 0.021960759535431865 0.004017772153019906 0.0010918468469753864 0.000490355829242617 0.00080172589514404546 0.00046126570669002836 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 8 -7 -8 -6 -10 -5
right_child=1 2 3 10 5 6 7 -9 9 -11 -12
leaf_value=-4.6875548679119413e-05 -0.0018743588743253736 0.0021926265653148163 0.00036237186170426605 0.0025385544254963245 -0.0023295625332757407 0.00011854025169116751 -0.0060956607615597477 -0.00098228299759400232 0.0025726238430062685 -0.0008031505209301987 0.00041824598981951035
leaf_weight=7749.4182430505753 56.029360294342041 67.220203042030334 751.73188483715057 86.65319561958313 68.628451704978943 42.361557960510254 47.812259316444397 29.762466549873352 66.51607871055603 94.530758857727051 499.33537232875824
leaf_count=3954 32 24 322 33 32 14 39 14 20 36 260
internal_value=0 0.000200631 0.000266893 0.000190175 -9.79988e-05 -0.00108788 -0.00263191 -0.00413385 -0.000281597 0.000591123 0.000731787
internal_weight=0 1810.58 1754.55 1687.33 1101.34 349.612 119.936 77.5747 229.675 161.047 585.989
internal_count=4780 826 794 770 477 155 67 53 88 56 293
is_linear=0
shrinkage=0.06


Tree=661
num_leaves=12
num_cat=0
split_feature=145 23 45 58 116 46 121 11 114 43 50
split_gain=0.0247762 0.123882 0.094043 0.0829783 0.133099 0.156617 0.174022 0.150733 0.105008 0.0984126 0.087439
threshold=0.00044738779251929378 0.022641776129603389 0.00064626874518580746 0.0011615398107096555 0.0063990866765379914 0.01884530205279589 0.0098710241727530974 0.0035485138650983576 0.0011261500185355546 0.0022975050378590827 0.028884131461381916
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 8 -8 -5 -6 -7
right_child=-2 2 -4 4 9 10 7 -9 -10 -11 -12
leaf_value=-6.4547872613575342e-05 -4.3327975610462595e-05 0.00019249535313876483 -0.0030492673840700462 0.0029433007921268691 -0.0031405823039476438 0.00066709707409596077 -0.0016990256819606044 0.0016674220207415888 0.00028056425446229392 0.00063889444289727743 -0.0030646482789542379
leaf_weight=758.98047029972076 7958.6168776750565 59.524933099746704 70.218993663787842 262.90827977657318 48.334090352058411 46.743548393249512 87.879150986671448 105.19977056980133 66.880665302276611 50.943245530128479 43.769806623458862
leaf_count=393 4039 28 47 74 36 21 34 31 34 21 22
internal_value=0 0.000215333 -0.00156199 0.000372027 0.000836978 0.00116686 0.00156576 0.000135196 0.0024033 -0.00120118 -0.00113747
internal_weight=0 1601.38 129.744 1471.64 712.659 613.381 522.868 193.079 329.789 99.2773 90.5134
internal_count=4780 741 75 666 273 216 173 65 108 57 43
is_linear=0
shrinkage=0.06


Tree=662
num_leaves=12
num_cat=0
split_feature=114 86 71 52 141 138 5 145 93 84 36
split_gain=0.025017 0.0499208 0.0458371 0.0557136 0.0445492 0.0438319 0.100326 0.0899961 0.104621 0.0666072 0.0783872
threshold=0.011169348377734424 0.00044738779251929378 0.0092791137285530585 0.0079489401541650313 0.00085274505545385193 0.0045489775948226461 0.00043393640953581786 0.00055427959887310873 0.021960759535431865 0.0028552538715302949 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 7 -7 -9 10 -8
right_child=1 -3 -4 -5 -6 6 9 8 -10 -11 -12
leaf_value=1.1156421189754817e-05 0.00082133580902649204 0.00071627666444108512 -0.0013843109300884146 0.0027701021706313814 -0.00076099401627232786 0.00051271224757855056 0.0018875833439415371 -0.0012196064625092764 -0.0047634371935852179 -0.0019658076944799141 -0.0001138869147918036
leaf_weight=7940.059156537056 109.78910315036774 479.11615753173828 90.356110572814941 26.788724780082703 153.76625192165375 94.373514413833618 107.31214356422424 277.56269514560699 33.622625946998596 42.204313516616821 205.04903519153595
leaf_count=3695 69 336 60 15 122 53 43 199 24 31 133
internal_value=0 0.000308746 -0.000204137 0.000163138 -0.000101844 -3.05125e-05 -0.000465776 -0.0011103 -0.00160251 0.000271438 0.000573721
internal_weight=0 859.816 380.7 290.344 263.555 8700.18 760.124 405.559 311.185 354.565 312.361
internal_count=4780 602 266 206 191 4178 483 276 223 207 176
is_linear=0
shrinkage=0.06


Tree=663
num_leaves=12
num_cat=0
split_feature=23 41 79 23 99 8 61 93 91 143 77
split_gain=0.025029 0.116153 0.140909 0.154154 0.185405 0.172335 0.122933 0.193115 0.119356 0.165371 0.180831
threshold=0.015675474889576439 0.000490355829242617 0.00068727668258361529 0.045367386192083366 0.0019672545604407792 0.00747153488919139 0.00043393640953581786 0.0028552538715302949 0.00099512818269431613 0.0025217677466571335 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 -2 -5 -8 9 -4 -11
right_child=1 -3 8 4 -6 -7 7 -9 -10 10 -12
leaf_value=-6.6534562403140196e-05 0.0014069541027896049 -0.0019243593516500973 -0.0039226204878730917 -0.0037544060890467739 0.0020788449091650963 -0.0013735401321916352 0.00062264994411891377 -0.0027954349047098793 0.00016445407224492437 -0.0022545802320836548 0.00037090200852570948
leaf_weight=6504.7952516078949 792.6350964307785 94.92039430141449 59.367688655853271 48.15179705619812 93.304803490638733 89.287399649620056 186.63465583324432 87.357319951057434 1186.324013710022 144.45539116859436 272.76602041721344
leaf_count=3343 280 74 45 29 35 42 94 37 584 87 130
internal_value=0 0.000141658 0.000207904 0.000676562 -0.000276349 0.00112545 -0.000958501 -0.000467144 -0.000157734 -0.000959723 -0.000538124
internal_weight=0 3055.2 2960.28 1297.37 415.449 881.922 322.144 273.992 1662.91 476.589 417.221
internal_count=4780 1437 1363 517 195 322 160 131 846 262 217
is_linear=0
shrinkage=0.06


Tree=664
num_leaves=12
num_cat=0
split_feature=35 67 80 23 143 24 105 81 115 128 132
split_gain=0.0258974 0.0727039 0.125125 0.110257 0.10272 0.0945579 0.0865989 0.0682516 0.0637767 0.275237 0.183032
threshold=0.0048403022810816774 0.00017767510871635753 0.0010585968848317864 0.015675474889576439 0.0044099434744566688 0.0035485138650983576 0.0060143163427710542 0.027182282879948619 0.00244467705488205 0.0035485138650983576 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 -4 -2 -6 8 9 -1 -10
right_child=1 -3 4 -5 6 -7 -8 -9 10 -11 -12
leaf_value=-0.00014873485472875574 -0.0003533573466468815 4.059494428057919e-05 0.0045083388637041427 -0.0025145089315399263 -0.00084851731814031273 0.002716644537180477 0.0030078495303629245 0.0012802468393933535 0.00090358235091682316 -0.0033407297806438935 -0.000243288285259923
leaf_weight=4375.4040230512619 95.417176485061646 2459.5266627073288 51.282783269882202 46.925841689109802 41.500189185142517 58.116684436798096 42.361557960510254 133.39674401283264 791.30199432373047 99.45962917804718 1365.3065459728241
leaf_count=1863 47 1417 11 28 27 20 14 54 344 64 891
internal_value=0 0.000153631 0.000982033 3.07821e-05 0.00239302 0.000808721 0.00109947 -6.34777e-05 -9.05077e-05 -0.000219681 0.000177521
internal_weight=0 2795.13 335.604 200.46 135.145 153.534 83.8617 6764.87 6631.47 4474.86 2156.61
internal_count=4780 1564 147 95 52 67 41 3216 3162 1927 1235
is_linear=0
shrinkage=0.06


Tree=665
num_leaves=12
num_cat=0
split_feature=144 127 83 21 12 43 59 50 28 95 60
split_gain=0.0258876 0.118565 0.193823 0.158186 0.132379 0.130945 0.107537 0.105856 0.105696 0.121183 0.110936
threshold=0.00070876078098081063 0.00017767510871635753 0.023343417793512348 0.00099512818269431613 0.00017767510871635753 0.024810968898236755 0.0098710241727530974 0.021960759535431865 0.013032016810029747 0.00099512818269431613 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 4 -4 -3 -6 -5 -8 10 -10 -1
right_child=1 2 3 6 5 -7 7 -9 9 -11 -12
leaf_value=5.2936578668291069e-05 -0.00018851639584449554 -0.0026452082609637528 0.0036279664135081867 0.0018304199754609121 0.00015911245195464687 0.0032231503399688184 -0.0018469331363969962 0.0022276870731983709 0.0025084787079382585 -0.0012755317926246798 -0.0005450325812390405
leaf_weight=3595.5823115110397 2223.1997655630112 58.481271028518677 106.08618819713593 174.01051557064056 1470.2989743947983 51.986907601356506 74.079153060913086 33.258039355278015 110.80771636962891 42.022020220756531 1620.1869693994522
leaf_count=1453 1327 34 42 70 891 15 57 10 39 24 818
internal_value=0 0.000111743 0.000450903 0.00165359 0.000156133 0.000263751 0.00090913 -0.000584427 -8.72404e-05 0.00146803 -0.000132812
internal_weight=0 4191.4 1968.2 387.434 1580.77 1522.29 281.348 107.337 5368.6 152.83 5215.77
internal_count=4780 2446 1119 179 940 906 137 67 2334 63 2271
is_linear=0
shrinkage=0.06


Tree=666
num_leaves=12
num_cat=0
split_feature=88 12 110 123 109 65 132 98 61 11 7
split_gain=0.0259632 0.127177 0.0980301 0.0898088 0.116302 0.109133 0.116391 0.0825612 0.0750574 0.0750248 0.0929521
threshold=0.0041444667149335155 0.00075379351619631063 0.0011261500185355546 0.00017767510871635753 0.0030382014811038975 0.00060774214216507982 0.0010263677686452868 0.034632634371519096 0.0042751494329422721 0.0054799309000372895 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -6 8 9 -5 -11
right_child=1 3 -4 7 5 -7 -8 -9 -10 10 -12
leaf_value=-5.04381667457512e-05 -0.0041999987857420885 -0.00021161727363298399 -0.00044510285913552261 5.6145161913702517e-05 0.0031130785502677932 -0.00043526929598309546 5.1090035228471264e-05 -0.0026984961608711609 -0.00059734453104079628 -0.0015166189776962945 0.0015690545352615569
leaf_weight=7586.0655930042267 39.230571746826172 174.400151014328 69.150282740592957 675.06167411804199 176.09783971309662 65.31517219543457 59.889519691467285 37.822323083877563 360.74536681175232 40.274233818054199 275.94710433483124
leaf_count=3533 32 108 29 465 58 43 42 24 260 26 160
internal_value=0 0.00019384 -0.00180426 0.000309921 0.0010215 0.00173525 0.002336 6.63698e-05 0.000143716 0.0004134 0.00117606
internal_weight=0 1973.93 108.381 1865.55 475.703 301.303 235.987 1389.85 1352.03 991.283 316.221
internal_count=4780 1247 61 1186 251 143 100 935 911 651 186
is_linear=0
shrinkage=0.06


Tree=667
num_leaves=12
num_cat=0
split_feature=107 60 32 81 10 43 127 108 29 80 58
split_gain=0.0251974 0.110209 0.0979769 0.19892 0.196203 0.0980648 0.0883673 0.0828943 0.0996204 0.0757143 0.109977
threshold=0.020035739988088611 0.002945306478068233 0.00017767510871635753 0.0027679565828293566 0.0066005610860884198 0.00075379351619631063 0.0066005610860884198 0.0068083447404205808 0.0087224207818508166 0.0062037324532866487 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 9 -4 -9 10 -6
right_child=1 -3 7 5 6 -7 -8 8 -10 -11 -12
leaf_value=-3.2008559497014415e-05 -0.0029085118242469384 -0.0019621289277502968 0.0023442905822929471 -0.001083661094901254 -0.00088237400930195602 -0.0057495488268104779 -0.001047377909435905 -0.0015192753181339433 0.0011085251581605298 0.0031015572077023454 0.0023280024769566795
leaf_weight=8628.334997177124 54.621111631393433 71.784486770629883 134.25811278820038 35.370412349700928 74.054104208946228 29.944759845733643 59.524933099746704 65.472416639328003 251.19560599327087 75.619597315788269 79.819294452667236
leaf_count=4414 24 38 41 22 33 21 28 26 85 24 24
internal_value=0 0.000296438 0.000484987 -0.000187539 0.000389372 -0.00322281 0.00101263 0.00109492 0.000565217 0.00154695 0.000782956
internal_weight=0 931.665 859.88 408.954 343.639 65.3152 289.018 450.926 316.668 229.493 153.873
internal_count=4780 366 328 176 133 43 109 152 111 81 57
is_linear=0
shrinkage=0.06


Tree=668
num_leaves=12
num_cat=0
split_feature=3 78 112 77 43 108 94 128 73 71 75
split_gain=0.024525 0.0856975 0.146672 0.0967288 0.0930033 0.072528 0.116537 0.210015 0.113332 0.133267 0.108085
threshold=0.0015833032084628942 0.0026833302108570938 0.0014881226234138014 0.00068727668258361529 0.0022975050378590827 0.013032016810029747 0.00093549740267917525 0.0014427106943912806 0.0036604277556762104 0.0058306583669036635 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -3 -7 -10 -9
right_child=1 5 -4 -5 -6 8 -8 10 9 -11 -12
leaf_value=-5.1778469888128859e-05 -0.00028968623921434353 0.0054629636635435859 -0.0038346897403367256 -0.00092861960598879733 0.0031225970186249453 -0.0008369407875424027 -8.2172793869259771e-05 -0.0026578430338952065 0.000169278665414949 0.0037225877878152972 0.0010132791129092414
leaf_weight=7409.1383846998215 66.019296526908875 36.414074420928955 45.360348582267761 226.25486302375793 50.943245530128479 59.707226395606995 1171.6807445287704 31.874839544296265 65.31517219543457 90.852892756462097 306.43874406814575
leaf_count=3351 47 16 37 164 21 35 805 26 43 33 202
internal_value=0 0.000178363 -0.000628181 -0.000204402 0.00119654 0.000356203 0.000212388 0.00113341 0.00138642 0.00223646 0.000667398
internal_weight=0 2150.86 388.578 343.217 116.963 1762.28 1546.41 374.728 215.875 156.168 338.314
internal_count=4780 1429 269 232 68 1160 1049 244 111 76 228
is_linear=0
shrinkage=0.06


Tree=669
num_leaves=12
num_cat=0
split_feature=135 70 12 143 105 76 40 33 7 107 54
split_gain=0.0252003 0.0920182 0.147636 0.104979 0.1216 0.125177 0.156664 0.101636 0.126645 0.102348 0.099915
threshold=0.0037758676335215573 0.00073092587990686308 0.00050559637020342063 0.0034400182776153092 0.0068083447404205808 0.0013146653072908523 0.0014427106943912806 0.0041444667149335155 0.0013986918493174019 0.0058306583669036635 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 5 -5 -7 -6 -9 -10 -3
right_child=1 3 -4 4 7 6 -8 8 9 -11 -12
leaf_value=-4.9537532676726557e-05 0.00010334814329579094 -0.00084690860997834372 -0.0023505865901574524 0.0014381777093730186 0.0017144367905586396 0.0011646904801130497 -0.0036887065852364872 -0.0040021037477633217 -0.0013223494948763868 0.0019587123432285463 0.0010319583502245884
leaf_weight=7595.7772353887558 322.43321287631989 352.24577713012695 121.5268257856369 665.02859151363373 64.246461272239685 57.594853401184082 40.978358149528503 40.978358149528503 105.06757497787476 50.760952234268188 143.36163139343262
leaf_count=3952 102 164 82 241 25 23 30 30 72 14 45
internal_value=0 0.000191565 -0.000568377 0.000413489 0.000760245 0.00114242 -0.000852939 -0.00035764 -0.00103406 -0.000253548 -0.000303419
internal_weight=0 1964.22 443.96 1520.26 1024.66 763.602 98.5732 261.053 196.807 155.829 495.607
internal_count=4780 828 184 644 435 294 53 141 116 86 209
is_linear=0
shrinkage=0.06


Tree=670
num_leaves=12
num_cat=0
split_feature=23 23 122 53 30 35 63 18 149 135 51
split_gain=0.026336 0.0825684 0.228275 0.201225 0.145686 0.176851 0.142975 0.125891 0.175487 0.169226 0.195916
threshold=0.0056525857653468856 0.00899649551138282 0.00044738779251929378 0.0028552538715302949 0.0017376682371832433 0.00057154725072905432 0.00244467705488205 0.00052132029668428015 0.0021592099219560628 0.00039601318712811922 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 9 -9 10 -5
right_child=1 -3 -4 7 -6 6 -8 8 -10 -11 -12
leaf_value=0.00013567877296057754 -0.00082376160191784738 4.3032901282660819e-05 0.00060050212189930439 -0.0046648079035503751 -0.00052020145359575772 -0.0068922962812215001 -0.0026370030487389675 -0.00028193378760319826 -0.0039367841690102351 0.0010116278709255751 -7.320099353309651e-05
leaf_weight=3347.0821534395218 60.568595170974731 4846.7678616046906 461.67029368877411 47.629966020584106 94.738101005554199 58.845857620239258 54.985698223114014 121.16223919391632 77.574725866317749 276.57608211040497 112.39825832843781
leaf_count=1771 22 2316 219 32 67 48 38 68 53 92 54
internal_value=0 -7.30942e-05 -0.000485085 -0.0010392 -0.00241421 -0.00344309 -0.0048368 -0.000456723 -0.00170856 0.0001131 -0.00143982
internal_weight=0 6212.92 1366.15 904.48 269.138 174.4 113.832 635.341 198.737 436.604 160.028
internal_count=4780 3009 693 474 175 108 86 299 121 178 86
is_linear=0
shrinkage=0.06


Tree=671
num_leaves=12
num_cat=0
split_feature=33 136 121 108 43 141 30 58 9 94 18
split_gain=0.0257487 0.105486 0.0972833 0.0905267 0.125008 0.203708 0.135945 0.121708 0.119141 0.268883 0.183901
threshold=0.0015349716995842757 0.013032016810029747 0.16240125149488452 0.0051502294372767219 0.024810968898236755 0.0013986918493174019 0.0026833302108570938 0.0062037324532866487 0.00096484774257987748 0.0012745757703669371 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 7 8 -6 9 -2 -11
right_child=3 -3 -4 -5 5 -7 -8 -9 -10 10 -12
leaf_value=0.00010431564845107328 -4.0188732889726902e-05 0.002664290671464108 -0.002762116532092484 0.0001458317998720778 -0.0033832178704057362 0.0014004202660912904 0.0003548392505489804 -9.1208100761497858e-05 -0.00022326607440363371 -0.0028392451984653897 -0.00025158020295130312
leaf_weight=4159.2504378557205 362.57525110244751 57.412560105323792 43.065682291984558 2802.3683350086212 57.073022365570068 323.99870598316193 444.94665169715881 138.64010322093964 654.12023746967316 383.3093456029892 133.23949956893921
leaf_count=2156 169 16 18 1289 26 93 291 48 352 251 71
internal_value=0 0.000109839 7.49402e-05 -8.82759e-05 -0.000350919 0.000477185 -0.000568479 -0.00105121 -0.000836425 -0.00129265 -0.00217178
internal_weight=0 4259.73 4202.32 5300.27 2497.9 519.712 1978.19 195.713 1533.24 879.124 516.549
internal_count=4780 2190 2174 2590 1301 167 1134 74 843 491 322
is_linear=0
shrinkage=0.06


Tree=672
num_leaves=12
num_cat=0
split_feature=145 23 19 104 70 39 47 46 15 46 110
split_gain=0.0254069 0.1095 0.0951001 0.143758 0.191179 0.115893 0.203077 0.113287 0.111067 0.0966134 0.116086
threshold=0.00044738779251929378 0.022641776129603389 0.0063990866765379914 0.0037758676335215573 0.0016331639490090313 0.00017767510871635753 0.0049928687512874612 0.00064626874518580746 0.0022975050378590827 0.00046126570669002836 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -7 -1 -4 -11
right_child=-2 -3 9 -5 -6 7 -8 -9 -10 10 -12
leaf_value=0.00077955964527774647 -4.3875972953573275e-05 -0.0014529081608254523 -0.0025576652103191564 0.003235859821472092 0.0020878210687034324 -0.0038554206736411533 -0.0020438901342694328 -0.00038057984079795852 0.0034634655945678479 0.0012021197186290412 -0.00079237730194578579
leaf_weight=197.64320528507233 7958.6168776750565 129.74392676353455 60.411350727081299 74.915472984313965 209.35587906837463 38.004616379737854 72.124024510383606 303.59719789028168 77.18509042263031 174.55739545822144 263.84479510784149
leaf_count=79 4039 75 39 20 68 31 28 162 15 91 133
internal_value=0 0.000218057 0.000365374 0.00071075 0.000500072 1.73149e-05 0.000789702 -0.00076717 0.00153333 -0.000308207 1.7661e-06
internal_weight=0 1601.38 1471.64 972.825 897.91 688.554 346.952 341.602 274.828 498.814 438.402
internal_count=4780 741 666 403 383 315 122 193 94 263 224
is_linear=0
shrinkage=0.06


Tree=673
num_leaves=12
num_cat=0
split_feature=37 15 129 22 78 25 75 68 80 94 63
split_gain=0.0249326 0.0935745 0.125245 0.139555 0.227212 0.115269 0.104363 0.14134 0.127752 0.213918 0.123365
threshold=0.0011261500185355546 0.0098710241727530974 0.00093549740267917525 0.00017767510871635753 0.00093549740267917525 0.030689206905663017 0.00042089859198313212 0.0031340263085439806 0.0072436286136507997 0.0005375427135732026 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 8 10 9 -2 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-6.7042797913501276e-05 -0.00051871530337140623 0.00055772216263308915 0.00025369021634834987 0.0016751622972438591 -0.0036574579940850871 0.0025674043786601077 0.0031469107360189213 -0.0020290640580858102 0.001045205182156191 -0.0049579225391444106 2.031254721125697e-05
leaf_weight=6464.9997024536133 91.035186052322388 1189.0904133319855 1197.1683673858643 38.161860823631287 116.80529761314392 46.039424061775208 64.246461272239685 78.618387937545776 50.239121198654175 68.47120726108551 155.12440288066864
leaf_count=3105 40 552 747 14 85 17 25 47 17 49 82
internal_value=0 0.000140043 -0.000120546 -0.000752687 -0.00234426 -0.000307304 -0.000567972 0.000153721 -0.00159329 -0.00242433 0.00093599
internal_weight=0 3095 1905.91 708.741 154.967 553.774 507.735 297.989 209.746 159.506 219.371
internal_count=4780 1675 1123 376 99 277 260 154 106 89 107
is_linear=0
shrinkage=0.06


Tree=674
num_leaves=12
num_cat=0
split_feature=112 4 96 24 137 104 40 148 33 105 117
split_gain=0.0237562 0.0849974 0.146049 0.114138 0.162042 0.120136 0.129494 0.123153 0.107148 0.106174 0.101196
threshold=0.00050559637020342063 0.0005375427135732026 0.0062037324532866487 0.0095705352723598498 0.00085274505545385193 0.012636432424187662 0.00244467705488205 0.0045489775948226461 0.0062037324532866487 0.00085274505545385193 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 5 6 -5 -8 -6 -4 -3
right_child=1 3 9 4 8 -7 7 -9 -10 -11 -12
leaf_value=8.4443617186131999e-05 -1.4077832186055832e-06 -0.00098494338722118877 0.0036890458049548044 -0.0057750420337594243 -0.0016213103135030546 0.00021242711276396199 -4.8254958930440596e-05 -0.0040707239874591804 0.001477237522870883 0.00085499152695355538 2.502673221969543e-05
leaf_weight=5319.6832906007767 1037.6758767366409 427.5258367061615 66.33378541469574 48.334090352058411 70.558531403541565 49.013165831565857 55.142942667007446 54.4638671875 93.304803490638733 168.40256977081299 2169.5610721111298
leaf_count=3082 336 198 13 36 37 16 21 41 35 62 903
internal_value=0 -0.000105939 0.000304328 -0.00028183 -0.00126653 -0.0023826 -0.0031879 -0.00204703 0.000143022 0.00165586 -0.000141232
internal_weight=0 4240.32 1272.41 2967.9 370.817 206.954 157.941 109.607 163.863 234.736 2597.09
internal_count=4780 1698 411 1287 186 114 98 62 72 75 1101
is_linear=0
shrinkage=0.06


Tree=675
num_leaves=12
num_cat=0
split_feature=51 109 140 125 37 33 31 21 103 34 146
split_gain=0.0245451 0.107719 0.11741 0.126954 0.11069 0.0921923 0.157417 0.17301 0.165146 0.198519 0.19757
threshold=0.0034400182776153092 0.0021592099219560628 0.0060143163427710542 0.00017767510871635753 0.0014427106943912806 0.017724351026117805 0.0014427106943912806 0.00099512818269431613 0.00017767510871635753 0.017724351026117805 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -3 9 -9 -10
right_child=1 5 -4 4 -6 -7 -8 8 10 -11 -12
leaf_value=-7.0111266007686764e-05 -0.0025766024089614206 0.00021537629268734743 0.0023621488311315886 0.0016880790630239755 -0.00066599505775133655 0.00087065160814745314 0.00056828685231826966 -0.0013165442634927315 0.00037353913485275981 0.00080798966896487596 -0.0032520016138189085
leaf_weight=6240.9323589801788 46.404010653495789 742.49617063999176 147.92591512203217 188.90427327156067 116.10117328166962 370.08822774887085 765.16034483909607 413.75088763237 74.575935244560242 256.48906290531158 197.17147195339203
leaf_count=3025 31 359 59 89 81 158 446 245 30 127 130
internal_value=0 0.000131832 0.000944097 0.000347167 0.000791994 -1.20087e-05 -0.00014536 -0.000469527 -0.00100938 -0.000503522 -0.00225704
internal_weight=0 3319.07 499.335 351.409 305.005 2819.73 2449.64 1684.48 941.987 670.24 271.747
internal_count=4780 1755 260 201 170 1495 1337 891 532 372 160
is_linear=0
shrinkage=0.06


Tree=676
num_leaves=12
num_cat=0
split_feature=37 19 83 95 136 116 24 1 22 70 142
split_gain=0.0235312 0.0781383 0.122141 0.0823454 0.162838 0.104572 0.149347 0.112961 0.093851 0.11616 0.102339
threshold=0.0011261500185355546 0.02129978779703379 0.057509137317538268 0.0031340263085439806 0.0054799309000372895 0.00057154725072905432 0.001792412775103003 0.0005375427135732026 0.0010918468469753864 0.00017767510871635753 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 8 6 7 -2 9 -5 -11
right_child=1 2 -4 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-6.5131433286881956e-05 0.0013535727921038397 0.00056475383219091208 0.004157621359258905 -0.0019521617469224577 -0.0045562691758579028 0.00043249674878233446 -0.0034205284755247914 -0.0018049972860739879 -0.0017842816749186646 0.0011857898254604875 -0.00036953663695325772
leaf_weight=6464.9997024536133 95.234883189201355 437.90540838241577 36.935905456542969 98.415967106819153 33.622625946998596 1497.3019926548004 63.385092496871948 71.262655735015869 130.10851335525513 257.0108939409256 373.81619155406952
leaf_count=3105 40 251 13 70 24 776 38 41 89 124 209
internal_value=0 0.00013605 0.000844228 7.70963e-06 -0.000460087 0.000249566 -0.000941924 1.67238e-06 -0.000299821 -3.49702e-05 0.000264133
internal_weight=0 3095 474.841 2620.16 892.974 1727.18 229.883 166.498 859.352 729.243 630.827
internal_count=4780 1675 264 1411 516 895 119 81 492 403 333
is_linear=0
shrinkage=0.06


Tree=677
num_leaves=12
num_cat=0
split_feature=103 54 82 17 39 118 17 105 100 42 0
split_gain=0.0243328 0.117214 0.109962 0.0312001 0.220768 0.191331 0.0517463 0.102549 0.0758495 0.0495547 0.0889532
threshold=0.016164712607860569 0.0035485138650983576 0.0013986918493174019 0.074787221848964705 0.0063990866765379914 0.00047558375808876013 0.040252277627587325 0.0013146653072908523 0.00244467705488205 0.0035485138650983576 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 5 -5 -1 -8 -9 10 -6
right_child=1 -3 -4 4 9 -7 7 8 -10 -11 -12
leaf_value=-1.8868358232569601e-05 0.0022888777567012884 -0.0014090764432188811 -0.00032463569291744584 -0.0057099990781402047 -0.00081000664760039513 -0.00033073333213185917 0.0032216494604757999 0.0012193647219233524 -0.0020321636828580956 -0.0011094042040557478 0.002557793604496848
leaf_weight=8816.3027551174164 138.27551662921906 84.383578181266785 99.774118065834045 46.586303949356079 45.178055286407471 48.673628091812134 53.212862968444824 69.854407072067261 40.978358149528503 41.500189185142517 75.280059576034546
leaf_count=4444 34 38 30 38 30 26 16 33 30 27 34
internal_value=0 0.000512362 0.00119347 -1.78838e-05 -0.000669431 -0.00296143 7.78066e-07 0.00105664 1.71724e-05 0.000678668 0.00129469
internal_weight=0 322.433 238.05 9237.57 257.218 95.2599 8980.35 164.046 110.833 161.958 120.458
internal_count=4780 102 64 4678 155 64 4523 79 63 91 64
is_linear=0
shrinkage=0.06


Tree=678
num_leaves=12
num_cat=0
split_feature=83 23 82 124 39 35 93 47 59 107 149
split_gain=0.0223002 0.144768 0.142251 0.170029 0.15455 0.173425 0.149227 0.139982 0.0838952 0.0815342 0.12431
threshold=0.0046923852059990176 0.0056525857653468856 0.00047558375808876013 0.0026012937305495147 0.00244467705488205 0.0010585968848317864 0.0017376682371832433 0.0032328735105693345 0.0063990866765379914 0.0079489401541650313 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -4 -2 -7 -5 10 -6
right_child=1 -3 4 8 9 7 -8 -9 -10 -11 -12
leaf_value=-0.000154622383200636 0.0047368102527185849 -5.6154589016816663e-05 -0.00049551014045027815 -0.0023617945769958773 -0.00080260992750824504 0.0038186991035034099 0.0011333238442000448 0.0010031458804565139 0.0016631037265437574 0.0011259155737456184 -0.0048461142763658671
leaf_weight=2485.0393344163895 88.922813057899475 6069.5309985876083 196.75678765773773 38.004616379737854 158.12319350242615 87.175026655197144 77.367383718490601 234.76140403747559 36.596367716789246 54.621111631393433 33.100794911384583
leaf_count=1383 28 2940 68 31 105 30 22 99 23 24 27
internal_value=0 5.43102e-05 0.000721159 0.00199259 0.000320556 0.000907859 0.00306027 0.00176555 -0.000387335 -0.000918557 -0.00150254
internal_weight=0 7074.96 1005.43 240.891 764.538 518.693 166.29 321.936 74.601 245.845 191.224
internal_count=4780 3397 457 104 353 197 50 129 54 156 132
is_linear=0
shrinkage=0.06


Tree=679
num_leaves=12
num_cat=0
split_feature=93 93 105 131 118 135 131 109 19 143 42
split_gain=0.0227817 0.0908624 0.19394 0.243215 0.21905 0.195367 0.205914 0.173421 0.200451 0.151812 0.141164
threshold=0.021960759535431865 0.0048403022810816774 0.0032328735105693345 0.00082683752407319855 0.0027679565828293566 0.010500331409275534 0.00017767510871635753 0.0051502294372767219 0.00096484774257987748 0.0011261500185355546 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 9 6 7 8 -3 -5 -4
right_child=-2 2 10 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=6.5223346694919256e-05 0.00020121766027839295 -0.0027612303659807231 -0.00027085921784012704 0.0029289495209728913 -0.0033436683750474624 0.001223826054629098 -0.004881164215188998 -0.0031742129980793414 0.0010934367287649242 -4.4830852761389561e-05 0.0014793927814855216
leaf_weight=6160.2558906078339 1671.4586064815521 83.157622814178467 520.49110245704651 76.845552682876587 60.411350727081299 63.542336940765381 90.877941608428955 157.05448257923126 116.75519990921021 315.64940941333771 243.50033605098724
leaf_count=3521 483 37 243 25 39 21 57 87 37 141 89
internal_value=0 -4.26349e-05 -0.000427082 -0.000992822 1.9718e-05 -0.00188957 -0.00233131 -0.00168216 -0.000509987 0.000537398 0.000286983
internal_weight=0 7888.54 1728.29 964.294 452.906 511.388 447.845 356.967 199.913 392.495 763.991
internal_count=4780 4297 776 444 205 239 218 161 74 166 332
is_linear=0
shrinkage=0.06


Tree=680
num_leaves=12
num_cat=0
split_feature=4 42 83 69 71 94 53 99 116 144 124
split_gain=0.0268392 0.0647745 0.048439 0.065236 0.0953646 0.050214 0.0320235 0.109156 0.0504504 0.0383493 0.124763
threshold=0.010180860292166473 0.00060774214216507982 0.0081988852471113222 0.0026012937305495147 0.0079489401541650313 0.0033348383149132137 0.12945349514484408 0.00017767510871635753 0.0038949446752667431 0.0038949446752667431 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 -4 -6 9 -8 -9 -1 -11
right_child=1 2 3 -5 5 -7 7 8 -10 10 -12
leaf_value=-9.550426617536922e-05 -0.0012478405268666695 0.0022279040398347546 0.0013497774367580472 0.0015711642944506816 -0.00023766781059547028 -0.0033728499534544276 0.0020656265100972063 -0.0025998850695335483 0.00083732118140563306 -0.0023086990939075393 0.0003209999780537718
leaf_weight=7293.0052112340927 63.385092496871948 71.419900178909302 59.707226395606995 104.1561084985733 35.188119053840637 38.526447415351868 98.390918254852295 36.074536681175232 26.788724780082703 67.584789633750916 1665.7727576494217
leaf_count=3407 38 24 35 37 15 28 46 26 15 38 1071
internal_value=0 0.00049936 0.000857765 0.000445878 -0.00043258 -0.00187625 -2.02395e-05 0.000817839 -0.00113514 -3.52116e-05 0.000218466
internal_weight=0 372.383 308.998 237.578 133.422 73.7146 9187.62 161.254 62.8633 9026.36 1733.36
internal_count=4780 177 139 115 78 43 4603 87 41 4516 1109
is_linear=0
shrinkage=0.06


Tree=681
num_leaves=12
num_cat=0
split_feature=40 11 10 51 35 62 44 116 11 108 149
split_gain=0.0254611 0.0911277 0.0916679 0.135339 0.110251 0.102578 0.101331 0.0924575 0.0901946 0.187476 0.149688
threshold=0.00060774214216507982 0.004017772153019906 0.014740333426743748 0.00080172589514404546 0.00044738779251929378 0.00046126570669002836 0.011519505176693203 0.0022975050378590827 0.0014427106943912806 0.0060143163427710542 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 -3 7 -7 -6 -1 10 -10
right_child=-2 2 3 -5 5 6 -8 -9 9 -11 -12
leaf_value=0.00015943827736217809 -5.7575659224829479e-05 0.0021913708009547424 -0.0025563332899960598 0.0013767220845919415 0.00048109365428413933 -0.0032172303325365818 0.00053456154986839866 0.0037631458913197865 -0.0010822525282727553 0.00030543684464485489 -0.0050025194782185103
leaf_weight=1495.3538154363632 7103.872741818428 214.78153157234192 64.611047863960266 61.455012798309326 122.54543900489807 45.699886322021484 59.864470839500427 41.317895889282227 97.347256183624268 198.34732961654663 54.803404927253723
leaf_count=586 3770 69 39 33 52 27 18 20 52 83 31
internal_value=0 0.000166526 0.00080213 -0.000639037 0.00117734 0.000368987 -0.00108963 0.00130866 -4.36168e-05 -0.000909925 -0.0024943
internal_weight=0 2456.13 610.275 126.066 484.209 269.428 105.564 163.863 1845.85 350.498 152.151
internal_count=4780 1010 258 72 186 117 45 72 752 166 83
is_linear=0
shrinkage=0.06


Tree=682
num_leaves=12
num_cat=0
split_feature=90 59 90 7 101 71 37 25 31 46 145
split_gain=0.0229493 0.0469595 0.0666407 0.033347 0.0321301 0.0526474 0.0314964 0.220349 0.0639337 0.0721055 0.0502384
threshold=0.0016331639490090313 0.0038949446752667431 0.001792412775103003 0.0037758676335215573 0.0013146653072908523 0.0027679565828293566 0.037906534969806678 0.00077738583786413084 0.00060774214216507982 0.015200819820165636 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -3 5 -4 -1 10 9 -9 -8
right_child=1 3 4 -5 -6 -7 7 8 -10 -11 -12
leaf_value=5.239995196667705e-07 0.003031683879888494 -0.0017249975093274119 -0.0012993876411203347 0.00068888268268716107 0.001406217063979183 0.0010242374676081177 -0.0019944917671788119 4.0314584072884778e-05 -0.0012241271466510808 0.0030100391234350338 -0.005318117845392779
leaf_weight=8957.3446713685989 43.065682291984558 50.786001086235046 67.767082929611206 34.666288018226624 80.705712080001831 72.82814884185791 32.396670579910278 79.479756712913513 61.115475058555603 46.743548393249512 33.100794911384583
leaf_count=4446 18 38 45 18 35 32 23 34 43 21 27
internal_value=0 0.000477002 0.000872231 -0.000745734 0.000451997 -9.57528e-05 -1.81174e-05 -0.000678533 0.000368802 0.00114008 -0.00367417
internal_weight=0 349.819 264.367 85.4523 221.301 140.595 9210.18 252.836 187.339 126.223 65.4975
internal_count=4780 186 130 56 112 77 4594 148 98 55 50
is_linear=0
shrinkage=0.06


Tree=683
num_leaves=12
num_cat=0
split_feature=4 51 39 5 118 99 26 8 136 44 108
split_gain=0.0233165 0.12514 0.0636387 0.0504562 0.0389811 0.0348868 0.0282834 0.126182 0.133396 0.18058 0.181292
threshold=0.010180860292166473 0.0005375427135732026 0.0016846025246195497 0.00038414125447161501 0.0012745757703669371 0.0022272822679951791 0.00017767510871635753 0.0035485138650983576 0.0013560238294303419 0.011519505176693203 0.044033329933881767
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 5 4 -4 -3 -1 8 9 10 -8
right_child=1 2 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=4.0321611531339106e-05 -0.00249462549765823 0.0006125555193638271 0.0019015746753423468 -0.0016192360820862642 -0.00053592126790093415 0.0023005950678743068 -0.001517855293206947 0.00015026589698701837 -0.0023750352795978255 0.00093729503890470562 0.0024806972095077879
leaf_weight=6980.9947164058685 45.178055286407471 74.054104208946228 49.717290163040161 49.560045719146729 44.99576199054718 108.87763667106628 409.86567938327789 1364.6914708614349 154.78486514091492 231.94490671157837 45.335299730300903
leaf_count=3567 30 33 20 37 23 34 211 637 92 83 13
internal_value=0 0.000465437 0.000874141 -6.80824e-05 0.000743582 0.00161725 -1.88646e-05 -0.000206109 -0.000783761 -0.000425314 -0.00111962
internal_weight=0 372.383 327.205 144.273 94.7131 182.932 9187.62 2206.62 841.931 687.146 455.201
internal_count=4780 177 147 80 43 67 4603 1036 399 307 224
is_linear=0
shrinkage=0.06


Tree=684
num_leaves=12
num_cat=0
split_feature=104 110 107 112 47 103 145 51 10 92 98
split_gain=0.0236661 0.0986685 0.0585053 0.0553539 0.033412 0.107926 0.102924 0.126268 0.115759 0.0978519 0.0766134
threshold=0.066585760563611998 0.00017767510871635753 0.010829726699739696 0.00037263428384903824 0.040252277627587325 0.0010918468469753864 0.010500331409275534 0.0044099434744566688 0.028884131461381916 0.00017767510871635753 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 6 8 -8 9 -6 -11
right_child=1 3 -4 -5 5 -7 7 -9 -10 10 -12
leaf_value=1.5488459608804443e-05 0.00057265742476803765 -0.0020140929116223595 0.0034483560874503175 0.00037581785474878913 -0.0021392486245340671 -0.0032638236437588512 -0.0022243889749166829 0.0012839666926121344 0.0015731900818590418 0.0022520783442676077 -0.00049338485736114609
leaf_weight=8631.7554234266281 50.421414494514465 50.081876754760742 51.465076565742493 115.00741350650787 85.269995808601379 44.99576199054718 148.13325726985931 49.195459127426147 161.22913086414337 52.691031932830811 119.75399053096771
leaf_count=4338 24 34 18 39 49 23 90 23 63 19 60
internal_value=0 0.000556966 0.00202524 -0.000349191 -1.60009e-05 -0.000427041 -0.00021992 -0.00134973 0.000312237 -0.000476628 0.000345499
internal_weight=0 266.976 101.886 165.089 9293.02 661.269 616.273 197.329 418.944 257.715 172.445
internal_count=4780 115 42 73 4665 327 304 113 191 128 79
is_linear=0
shrinkage=0.06


Tree=685
num_leaves=12
num_cat=0
split_feature=112 135 53 24 103 107 58 92 35 37 83
split_gain=0.0247572 0.10538 0.0473072 0.0432763 0.0654392 0.0376725 0.122906 0.112007 0.198242 0.0986058 0.0856747
threshold=0.034632634371519096 0.00017767510871635753 0.0056525857653468856 0.0032328735105693345 0.00050559637020342063 0.020035739988088611 0.017188700847327713 0.0049928687512874612 0.00044738779251929378 0.00038414125447161501 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 -1 7 10 -9 -8 -7
right_child=1 3 -4 -5 -6 6 9 8 -10 -11 -12
leaf_value=-6.1082832307080931e-05 0.00018887366866932666 -0.00093029623560468631 -0.0016925936724498092 0.0019696050533656796 0.0012336356938403264 0.0016717614525173226 -0.0021788869727034348 -0.00077702133074318092 0.0040872487318462779 0.0011537751077900177 -0.0001365939902962427
leaf_weight=8250.1048150062561 98.365869402885437 73.689517617225647 94.16617226600647 115.16465795040131 158.56987798213959 127.60650491714478 104.52069509029388 47.447672724723816 82.793036222457886 46.039424061775208 361.53158903121948
leaf_count=4335 22 19 22 22 30 39 51 25 23 17 175
internal_value=0 0.000394638 -0.00073134 0.00101862 0.00054708 -2.36237e-05 0.000377761 0.000751515 0.00231516 -0.0011598 0.00033517
internal_weight=0 539.956 192.532 347.424 232.259 9020.04 769.939 619.379 130.241 150.56 489.138
internal_count=4780 115 44 71 49 4665 330 262 48 68 214
is_linear=0
shrinkage=0.06


Tree=686
num_leaves=12
num_cat=0
split_feature=117 108 43 93 50 58 5 70 146 81 14
split_gain=0.0226811 0.0798192 0.14506 0.260545 0.140068 0.1302 0.120244 0.214509 0.124456 0.142439 0.131583
threshold=0.010829726699739696 0.0030382014811038975 0.00064626874518580746 0.0011261500185355546 0.26590165495872503 0.021960759535431865 0.0084566329605877417 0.013032016810029747 0.00244467705488205 0.0015833032084628942 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -4 8 -8 -3 10 -10
right_child=1 4 5 -5 -6 -7 7 -9 9 -11 -12
leaf_value=6.7758585110263867e-05 -0.00035304151255741254 -0.00078839559709846291 0.00018131994192666911 -0.0038919983277220841 0.0018790101324839576 -0.0026349357419270403 -0.0027093728796199926 0.0015987208564249092 0.00029755886292587118 0.00016493772806637556 0.003962898375557574
leaf_weight=6217.6823533773422 210.99651873111725 446.776535987854 637.76813340187073 116.10117328166962 144.40529346466064 65.13287889957428 142.18577373027802 58.8208087682724 69.150282740592957 1379.0383486747742 71.941731214523315
leaf_count=3215 131 200 277 81 39 36 92 24 29 635 21
internal_value=0 -0.000126051 -0.000565376 -0.00160917 6.96425e-05 -7.96426e-05 -5.088e-05 -0.00144869 9.19682e-05 0.000350713 0.00216649
internal_weight=0 3342.32 1030 327.098 2312.32 702.901 2167.91 201.007 1966.91 1520.13 141.092
internal_count=4780 1565 525 212 1040 313 1001 116 885 685 50
is_linear=0
shrinkage=0.06


Tree=687
num_leaves=12
num_cat=0
split_feature=14 8 102 142 0 133 115 63 107 113 110
split_gain=0.0226107 0.085409 0.187314 0.136836 0.114873 0.141874 0.0639649 0.104318 0.141355 0.132128 0.189296
threshold=0.00040826165059115743 0.00017767510871635753 0.0032328735105693345 0.0017376682371832433 0.0020932231564074759 0.0022272822679951791 0.00068727668258361529 0.00073092587990686308 0.015675474889576439 0.0005893622583243997 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -6 -1 8 -8 -9 -11
right_child=1 -3 -4 -5 5 -7 7 9 -10 10 -12
leaf_value=-8.869379285919392e-05 -0.0035386774901320492 -1.7499479168679825e-05 0.0009224304605862289 -0.0048328190076065173 -0.0019814519464353012 0.0028391347127979184 0.001421839032615966 -0.0017555540778614539 -0.0013168935061927773 -0.0016986166606610671 0.00087843413910291721
leaf_weight=2000.2219870090485 49.377752423286438 5923.1566739082336 109.60680985450745 51.490125417709351 51.829663157463074 38.161860823631287 502.41626083850861 130.29080665111542 78.436094641685486 129.40438902378082 495.60740852355957
leaf_count=782 30 3194 62 42 32 14 194 96 40 85 209
internal_value=0 -6.75608e-05 -0.00105443 -0.0021897 -0.0012132 6.2769e-05 0.000126027 0.000447463 0.00105201 -1.74533e-05 0.000344874
internal_weight=0 6223.62 300.466 190.859 139.369 89.9915 3336.38 1336.15 580.852 755.303 625.012
internal_count=4780 3374 180 118 76 46 1406 624 234 390 294
is_linear=0
shrinkage=0.06


Tree=688
num_leaves=12
num_cat=0
split_feature=136 71 54 26 141 17 87 24 73 113 86
split_gain=0.022855 0.0304457 0.101393 0.0997532 0.123061 0.128829 0.172978 0.12688 0.16559 0.111951 0.110975
threshold=0.013032016810029747 0.045367386192083366 0.055838862434029586 0.00017767510871635753 0.0066005610860884198 0.000490355829242617 0.00090704852482303988 0.0011980500421486797 0.00060774214216507982 0.0011980500421486797 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -6 9 -9 -5
right_child=-2 2 -4 10 7 6 -8 8 -10 -11 -12
leaf_value=-6.7629380906765289e-05 0.00094986451398236874 0.001367718167215957 -0.0021238420965138411 -0.00063527101516657239 -0.0029266387358083666 -0.0014306938187695591 0.00094736407718147965 0.0030400196341670393 -0.0014740484798841946 -0.00027227627704001518 0.0021188161966501791
leaf_weight=7304.7471287250519 90.331061720848083 664.48171162605286 66.176540970802307 562.09843838214874 61.97684383392334 174.19280886650085 299.34740304946899 76.845552682876587 131.30941987037659 70.376238107681274 58.116684436798096
leaf_count=3927 36 220 30 205 30 77 114 25 66 30 20
internal_value=0 -9.06075e-06 0.000188558 0.000261471 0.000529383 0.000828805 7.25902e-05 -0.000471325 7.50141e-05 0.00145665 -0.000377202
internal_weight=0 9469.67 2164.92 2098.75 1478.53 1138.02 473.54 340.508 278.531 147.222 620.215
internal_count=4780 4744 817 787 562 411 191 151 121 55 225
is_linear=0
shrinkage=0.06


Tree=689
num_leaves=12
num_cat=0
split_feature=111 52 14 134 116 141 77 83 50 149 133
split_gain=0.0234191 0.071289 0.0374741 0.032429 0.0652538 0.143758 0.0292183 0.105973 0.145799 0.16077 0.148704
threshold=0.0013560238294303419 0.0046923852059990176 0.0015349716995842757 0.001792412775103003 0.024810968898236755 0.0056525857653468856 0.00096484774257987748 0.045367386192083366 0.0016846025246195497 0.0048403022810816774 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 7 -1 -9 -10 -11
right_child=1 2 -4 4 -6 -7 -8 8 9 10 -12
leaf_value=0.0002763719005151648 -0.00025692514475055808 0.0029343763386952375 0.0007022428138319369 -0.0045004666066618577 0.0011190302960263092 4.6494427613508126e-05 -9.0125738457469173e-05 0.00077319132632737637 -0.002786715627209418 0.00087358364157503338 -0.0018105134405187648
leaf_weight=3052.0304480791092 159.00961112976074 50.421414494514465 58.481271028518677 40.45652711391449 41.500189185142517 65.654709935188293 5444.1407117843628 201.16382694244385 148.3155505657196 160.34271323680878 138.4828587770462
leaf_count=1246 116 24 34 33 27 33 2954 99 97 52 65
internal_value=0 0.000553054 0.00173571 -1.59458e-05 -0.000898174 -0.0016871 -1.70477e-06 0.000128385 -0.000568293 -0.00117181 -0.000370291
internal_weight=0 267.912 108.903 9292.09 147.611 106.111 9144.48 3700.34 648.305 447.141 298.826
internal_count=4780 174 58 4606 93 66 4513 1559 313 214 117
is_linear=0
shrinkage=0.06


Tree=690
num_leaves=12
num_cat=0
split_feature=40 116 11 17 107 101 110 120 100 25 52
split_gain=0.0253003 0.0768715 0.100783 0.18693 0.116076 0.14586 0.114751 0.162102 0.119522 0.105847 0.103004
threshold=0.00060774214216507982 0.010829726699739696 0.004017772153019906 0.0038949446752667431 0.0031340263085439806 0.00017767510871635753 0.00075379351619631063 0.00038414125447161501 0.0018488886416889729 0.00017767510871635753 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 8 -6 10 -8
right_child=-2 -3 4 -5 6 -7 9 -9 -10 -11 -12
leaf_value=-3.6787260854792348e-05 -5.7393508065692373e-05 0.0014404696971713688 -0.000556278727164735 -0.0036537667213682743 -0.00053258568196632263 0.0029623906469302139 0.00025598791469767643 0.0017381294404917359 -0.0055437886856406719 -0.0008112225482233619 0.0033264915939069674
leaf_weight=1687.7536615133286 7103.872741818428 159.32410001754761 60.229057431221008 53.055618524551392 31.692546248435974 143.36163139343262 80.001587748527527 35.709950089454651 37.30049204826355 90.331061720848083 77.367383718490601
leaf_count=671 3770 82 32 33 19 45 31 12 27 36 22
internal_value=0 0.000166 7.75925e-05 -0.000147024 0.000780864 0.00192145 0.000121924 -0.00154338 -0.00324185 0.000825849 0.00176554
internal_weight=0 2456.13 2296.8 1740.81 555.994 203.591 352.403 104.703 68.993 247.7 157.369
internal_count=4780 1010 928 704 224 77 147 58 46 89 53
is_linear=0
shrinkage=0.06


Tree=691
num_leaves=12
num_cat=0
split_feature=35 23 135 23 47 70 25 58 149 37 71
split_gain=0.0223529 0.0623152 0.141086 0.195781 0.224852 0.191782 0.232693 0.166013 0.167226 0.179076 0.15842
threshold=0.0048403022810816774 0.015675474889576439 0.00057154725072905432 0.0063990866765379914 0.0056525857653468856 0.00017767510871635753 0.0014881226234138014 0.0020932231564074759 0.0021592099219560628 0.0027679565828293566 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 10 9 -9 -7
right_child=-2 -3 -4 5 -6 7 -8 8 -10 -11 -12
leaf_value=0.00040792721936159799 0.00014273082660981709 0.00018143116622997268 0.00011839702674587129 0.0010073607190096883 -0.0015394951768807092 -0.002014792508153446 -0.0018976171611865095 -0.0037379943881070523 -0.0047949288058745489 0.0015262378801867496 0.0017594811922986653
leaf_weight=870.69965314865112 2795.1308957338333 2466.3995153903961 2334.3358734846115 212.69420742988586 282.75595664978027 138.16836988925934 186.13787364959717 53.237911820411682 122.75278115272522 41.317895889282227 56.368898034095764
leaf_count=467 1564 1128 1010 81 145 99 121 40 83 20 22
internal_value=0 -5.8974e-05 -0.000196915 -0.000571657 -6.94603e-05 -0.0012862 -0.000348414 -0.00219435 -0.00333412 -0.00143769 -0.000921163
internal_weight=0 6764.87 4298.47 1964.13 1153.46 810.678 398.832 411.846 217.309 94.5558 194.537
internal_count=4780 3216 2088 1078 612 466 202 264 143 60 121
is_linear=0
shrinkage=0.06


Tree=692
num_leaves=12
num_cat=0
split_feature=112 135 107 24 91 103 149 71 44 69 23
split_gain=0.0230907 0.0907666 0.0804636 0.039311 0.0533629 0.0348613 0.171727 0.127528 0.17283 0.214122 0.216384
threshold=0.034632634371519096 0.00017767510871635753 0.0079489401541650313 0.0032328735105693345 0.00017767510871635753 0.00096484774257987748 0.070576477795839324 0.0022975050378590827 0.0020932231564074759 0.00899649551138282 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 -1 7 -7 9 10 -9
right_child=1 3 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=2.8911583129419848e-05 0.00042140179243328464 -0.00065881403197818895 -0.002050180742566912 0.0018665975901350025 0.0012179772174538775 0.0018992768571647989 -0.0019078520274844947 -0.0012032473547001423 0.00012934752347553322 0.0019498336932461361 -0.0057985753269225448
leaf_weight=7565.2285466194153 107.99121904373169 87.514564394950867 84.540822625160217 115.16465795040131 144.74483120441437 112.39825832843781 203.59068882465363 107.31214356422424 931.71493279933929 43.587513327598572 56.211653590202332
leaf_count=4023 23 20 21 22 29 54 77 43 414 15 39
internal_value=0 0.000381123 -0.00066387 0.000960228 0.000510809 -2.28147e-05 -0.000291798 -2.88451e-05 -0.000219144 -0.00178688 -0.0027829
internal_weight=0 539.956 192.532 347.424 232.259 9020.04 1454.82 1251.22 1138.83 207.111 163.524
internal_count=4780 115 44 71 49 4665 642 565 511 97 82
is_linear=0
shrinkage=0.06


Tree=693
num_leaves=12
num_cat=0
split_feature=114 125 94 128 94 86 124 139 136 12 125
split_gain=0.0237705 0.0492167 0.0411654 0.0390482 0.0349401 0.0381896 0.0730102 0.0528961 0.0475956 0.0634379 0.0420208
threshold=0.011169348377734424 0.04273676127195359 0.020658296532928947 0.028884131461381916 0.0098710241727530974 0.0012745757703669371 0.00747153488919139 0.00038414125447161501 0.000490355829242617 0.0038949446752667431 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 6 -2 10 9 -8 -7
right_child=1 -3 -4 -5 -6 7 8 -9 -10 -11 -12
leaf_value=-1.7521446845376161e-05 -0.0015665537647076341 0.0025156682596359642 0.0024470155406972351 -0.0013518283045115111 -0.0015902122902318905 0.0032690549628029328 0.0023245246679613977 0.00015902991060226683 -0.0013622296174119913 0.00016862495231191333 0.00069602697050512286
leaf_weight=8620.4963854551315 96.146349668502808 34.666288018226624 28.536511182785034 79.687098860740662 40.45652711391449 45.517593026161194 58.8208087682724 155.69633162021637 55.689822554588318 298.4039363861084 45.882179617881775
leaf_count=4113 75 18 13 65 33 20 24 127 42 216 34
internal_value=0 0.000300956 0.000207911 -2.97427e-05 0.000127701 0.000219615 -7.74602e-05 0.00083164 0.000269272 0.000523616 0.00197741
internal_weight=0 859.816 825.15 8700.18 796.614 756.157 509.061 247.096 412.915 357.225 91.3998
internal_count=4780 602 584 4178 571 538 357 181 282 240 54
is_linear=0
shrinkage=0.06


Tree=694
num_leaves=12
num_cat=0
split_feature=73 114 78 138 100 150 27 35 121 146 78
split_gain=0.021614 0.0774828 0.074823 0.101744 0.154398 0.131067 0.0910749 0.0803562 0.074514 0.0661424 0.0650636
threshold=0.007706565549597145 0.0005893622583243997 0.0026833302108570938 0.00073092587990686308 0.0013986918493174019 0.0032328735105693345 0.00077738583786413084 0.0016846025246195497 0.00099512818269431613 0.00017767510871635753 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 6 4 -4 -6 7 8 -3 -5 -1
right_child=1 2 3 9 5 -7 -8 -9 -10 -11 -12
leaf_value=0.00014049504590427078 -0.0022853376346926141 -0.00033420096112259318 9.6564310685518428e-05 0.0028918664035671314 0.00435524495536485 0.0010106419681530626 -0.0011874055418225099 -0.0014093161979634038 0.0026512860841469113 7.5290453662282239e-05 -0.00020737782374905119
leaf_weight=3662.5701235532761 44.473930954933167 51.12553882598877 170.90457820892334 30.98842191696167 82.975329518318176 85.791826844215393 246.91381096839905 50.786001086235046 73.167686581611633 955.59811103343964 4104.7044727802277
leaf_count=1422 26 28 112 15 30 46 174 38 22 663 2204
internal_value=0 0.000187788 0.000250702 0.000472116 0.00136775 0.00265503 -0.000445169 0.000601606 0.00142327 0.000163758 -4.33423e-05
internal_weight=0 1792.73 1748.25 1326.26 339.672 168.767 421.993 175.079 124.293 986.587 7767.27
internal_count=4780 1154 1128 866 188 76 262 88 50 678 3626
is_linear=0
shrinkage=0.06


Tree=695
num_leaves=12
num_cat=0
split_feature=40 121 125 101 107 70 127 0 83 107 0
split_gain=0.0223476 0.0802896 0.0793402 0.133786 0.107235 0.118942 0.0901769 0.0834648 0.0727266 0.110842 0.219625
threshold=0.00060774214216507982 0.16240125149488452 0.0098710241727530974 0.0013146653072908523 0.0027679565828293566 0.00062670491752214741 0.00087947337306104611 0.001792412775103003 0.057509137317538268 0.013032016810029747 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -4 -6 -5 -8 -1 10 -10
right_child=-2 -3 4 6 5 -7 7 -9 9 -11 -12
leaf_value=0.00023293195746504399 -5.3940616370596796e-05 -0.0014989697928129869 0.00037743610714817036 0.0017934519670827005 -0.0047570467531099451 -5.9236869957465895e-05 0.00096137296277921003 -0.0019246283809600346 0.0011221442418304802 0.00023572443330614366 -0.004493816927837335
leaf_weight=1452.1308887004852 7103.872741818428 101.18236672878265 91.035186052322388 318.93764007091522 43.247975587844849 35.188119053840637 118.68527960777283 51.829663157463074 40.613771557807922 137.7787344455719 65.497465491294861
leaf_count=585 3770 38 40 106 25 15 42 32 16 61 50
internal_value=0 0.000156013 0.000227121 0.000324101 -0.00102352 -0.00264951 0.00119797 8.4145e-05 7.19133e-05 -0.000886799 -0.00234432
internal_weight=0 2456.13 2354.94 2185.47 169.471 78.4361 489.453 170.515 1696.02 243.89 106.111
internal_count=4780 1010 972 892 80 40 180 74 712 127 66
is_linear=0
shrinkage=0.06


Tree=696
num_leaves=12
num_cat=0
split_feature=44 87 120 52 137 99 57 44 23 133 44
split_gain=0.0218706 0.0864601 0.128315 0.14604 0.106074 0.102069 0.117328 0.10771 0.121582 0.287697 0.0945378
threshold=0.0038949446752667431 0.00055427959887310873 0.0003614811430452392 0.0011615398107096555 0.0046923852059990176 0.017188700847327713 0.00066645268816500913 0.0051502294372767219 0.010180860292166473 0.0042751494329422721 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 10 7 -7 -9 -10 -3
right_child=1 5 3 -5 -6 6 -8 8 9 -11 -12
leaf_value=7.8999076622530661e-05 -0.00093161096816213622 -0.00072336250372186366 0.0028280847285591109 -0.00012536036653289204 0.0020901790255435939 0.0033251453539407095 -0.0015898326271504965 0.0020194302134083296 0.0016044150763527729 -0.0041618210752274801 0.00016530515376064067
leaf_weight=5438.6969617605209 1031.249708533287 578.3183468580246 76.323721647262573 286.59106719493866 43.587513327598572 78.593339085578918 56.029360294342041 144.58758676052094 85.949071288108826 48.855921387672424 1691.2172341346741
leaf_count=2768 550 321 28 131 15 23 32 46 29 33 804
internal_value=0 -0.000104252 -0.000479704 0.000495771 -0.000809069 9.69026e-05 0.000963273 0.00136287 0.000810877 -0.00048538 -6.11433e-05
internal_weight=0 4121.3 1437.75 362.915 1074.84 2683.55 414.015 357.986 279.393 134.805 2269.54
internal_count=4780 2012 724 159 565 1288 163 131 108 62 1125
is_linear=0
shrinkage=0.06


Tree=697
num_leaves=12
num_cat=0
split_feature=89 60 20 104 138 8 87 98 123 148 34
split_gain=0.0211011 0.074241 0.0844619 0.0649206 0.0611582 0.0673272 0.0888229 0.060993 0.121946 0.155774 0.146308
threshold=0.00062670491752214741 0.079227816313505187 0.0013146653072908523 0.024810968898236755 0.0045489775948226461 0.0060143163427710542 0.0072436286136507997 0.00096484774257987748 0.00082683752407319855 0.00017767510871635753 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 7 -1 6 -6 -2 10 -10 -9
right_child=3 2 -4 -5 5 -7 -8 8 9 -11 -12
leaf_value=4.1562265037083976e-06 -0.0001769486164788091 -0.004183264690925754 0.00029330444035312228 -0.0013052700591017431 -0.0020737132145648577 0.00041866649702117562 0.0014273196874541652 -0.0017488828961650256 0.0037604943946802469 -0.00016928402329870627 0.001560349057634987
leaf_weight=7006.1316553354263 799.40499722957611 33.100794911384583 28.014680147171021 103.31978857517242 164.95709466934204 96.12130081653595 30.98842191696167 53.759742856025696 38.161860823631287 749.45531606674194 456.58417892456055
leaf_count=3173 563 27 16 74 114 51 15 37 14 488 208
internal_value=0 -4.87456e-05 -0.00213125 0.00016301 -3.13066e-05 -0.000881992 -0.00152003 0.00023534 0.000489266 2.11228e-05 0.00121175
internal_weight=0 7359.31 61.1155 2200.69 7298.2 292.067 195.946 2097.37 1297.96 787.617 510.344
internal_count=4780 3396 43 1384 3353 180 129 1310 747 502 245
is_linear=0
shrinkage=0.06


Tree=698
num_leaves=12
num_cat=0
split_feature=124 0 89 129 79 115 136 83 140 140 79
split_gain=0.0229118 0.064584 0.0771637 0.0773583 0.0618478 0.0750238 0.13588 0.102612 0.101396 0.0573998 0.0657979
threshold=0.00899649551138282 0.0013146653072908523 0.0030382014811038975 0.00057154725072905432 0.00017767510871635753 0.0038949446752667431 0.00017767510871635753 0.0063990866765379914 0.00060774214216507982 0.00060774214216507982 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 -3 6 7 8 -6 10 -1
right_child=1 4 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0011677886266034708 -0.0034069851507840592 -0.0023996417938436819 0.0007749221913844436 -0.00059892969469332034 0.0031681665685296522 0.00022930206898291315 -0.00036432515295043051 0.0039539211236499314 -0.0011981967557974284 1.6086336339468453e-06 0.00029880304520547716
leaf_weight=323.21248376369476 45.360348582267761 26.971018075942993 105.77169930934906 159.53144216537476 36.935905456542969 819.88165187835693 97.007718443870544 82.453498482704163 39.752402782440186 7656.0772445201874 167.0444188117981
leaf_count=178 37 22 76 113 13 566 62 33 29 3549 102
internal_value=0 0.000222977 -0.000541181 -0.0012206 0.000438204 0.000509335 0.00140566 0.00248459 0.000904804 -3.8694e-05 -0.000668079
internal_weight=0 1413.67 310.663 204.892 1103 1076.03 256.15 159.142 76.6883 8146.33 490.257
internal_count=4780 951 226 150 725 703 137 75 42 3829 280
is_linear=0
shrinkage=0.06


Tree=699
num_leaves=12
num_cat=0
split_feature=117 46 110 121 108 24 141 113 94 113 92
split_gain=0.0226238 0.0667013 0.130555 0.127776 0.125522 0.143821 0.0701147 0.0909303 0.169512 0.246976 0.140675
threshold=0.010829726699739696 0.00046126570669002836 0.011519505176693203 0.00046126570669002836 0.0034400182776153092 0.004017772153019906 0.031632266007363803 0.00093549740267917525 0.00066645268816500913 0.00050559637020342063 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 8 9 10 -3
right_child=1 6 -4 4 5 -7 -8 -9 -10 -11 -12
leaf_value=6.7672830685024183e-05 -0.004486359866777573 -0.0073010258475171971 0.0013373179034936922 0.00057885180963711995 -0.005217730195214142 -0.00026338995884608233 -0.0016578702791648387 0.00022217183008590779 -0.00015097318945974837 0.00040045359997701235 -0.0020605253733374375
leaf_weight=6217.6823533773422 46.586303949356079 38.526447415351868 66.51607871055603 92.078848123550415 40.274233818054199 44.291637659072876 93.851683378219604 2091.0178307294846 734.27906966209412 59.524933099746704 35.370412349700928
leaf_count=3215 38 28 20 34 26 19 56 928 366 28 22
internal_value=0 -0.000125891 -0.000995889 -0.00169111 -0.000953926 -0.00262288 -4.33118e-05 7.9026e-06 -0.000508451 -0.00247581 -0.00479268
internal_weight=0 3342.32 289.747 223.231 176.645 84.5659 3052.57 2958.72 867.701 133.422 73.8969
internal_count=4780 1565 137 117 79 45 1428 1372 444 78 50
is_linear=0
shrinkage=0.06


Tree=700
num_leaves=12
num_cat=0
split_feature=33 24 80 72 94 127 141 125 119 112 121
split_gain=0.0219291 0.0735461 0.123656 0.179456 0.101911 0.118396 0.089998 0.0862148 0.077558 0.113154 0.0725271
threshold=0.0015349716995842757 0.014293605927377941 0.00062670491752214741 0.0084566329605877417 0.028884131461381916 0.0005893622583243997 0.0016331639490090313 0.00062670491752214741 0.0003614811430452392 0.0011615398107096555 0.16240125149488452
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 4 7 8 -2 6 -6 -3 9 -4 -1
right_child=1 2 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.00012638584064988913 -7.1696043060641057e-05 -0.0015982591940640898 -0.00238208503090887 0.00047774719943782383 -8.2917629188564658e-06 -0.001447742526381983 0.0029462055070912227 0.0013955953115511821 -0.00090901181421738171 -0.0063796924296416263 -0.0023484270288432873
leaf_weight=4216.6629979610443 4620.4309006929398 49.195459127426147 94.92039430141449 103.99886405467987 54.803404927253723 45.699886322021484 115.00741350650787 116.9374932050705 64.428754568099976 34.848581314086914 43.065682291984558
leaf_count=2172 2241 23 74 54 31 27 39 44 32 25 18
internal_value=0 -8.14656e-05 -0.000802755 -0.0015336 -1.22101e-05 0.00126314 0.00199269 0.000509052 -0.00261073 -0.00345562 0.000101366
internal_weight=0 5300.27 464.33 298.197 4835.94 215.511 169.811 166.133 194.198 129.769 4259.73
internal_count=4780 2590 252 185 2338 97 70 67 131 99 2190
is_linear=0
shrinkage=0.06


Tree=701
num_leaves=12
num_cat=0
split_feature=103 54 103 11 91 54 10 70 150 66 27
split_gain=0.0209638 0.101958 0.0395787 0.148122 0.0802568 0.0889227 0.167229 0.112559 0.146658 0.0888289 0.136597
threshold=0.016164712607860569 0.0035485138650983576 0.00096484774257987748 0.00017767510871635753 0.020035739988088611 0.014293605927377941 0.017724351026117805 0.00062670491752214741 0.0068083447404205808 0.0020932231564074759 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 9 -7 -9 -5 -11
right_child=1 -3 3 4 -6 7 -8 8 -10 10 -12
leaf_value=3.3823887681243098e-05 0.0011108124281979514 -0.0013164671441208363 -0.0033260610482685506 -0.0001613818198556703 0.0020777522531355876 0.00025327883544554262 0.0023412025813722486 -0.0010010215108793917 -0.0059150413807306044 -0.0056098636623797627 -0.00021153811334496744
leaf_weight=7930.3378063440323 238.0496346950531 84.383578181266785 56.551191329956055 876.20740354061127 53.916987299919128 66.698372006416321 92.940216898918152 53.916987299919128 36.778661012649536 28.196973443031311 42.022020220756531
leaf_count=4105 64 38 29 379 20 27 21 20 30 23 24
internal_value=0 0.000475572 -1.65996e-05 -0.000322495 -0.000186685 -0.000288703 -8.74403e-05 -0.00161776 -0.00299374 -0.000325936 -0.00237928
internal_weight=0 322.433 9237.57 1307.23 1250.68 1196.76 1039.37 157.394 90.6956 946.426 70.219
internal_count=4780 102 4678 573 544 524 447 77 50 426 47
is_linear=0
shrinkage=0.06


Tree=702
num_leaves=12
num_cat=0
split_feature=83 27 23 45 0 47 133 70 33 148 140
split_gain=0.0214966 0.111585 0.105545 0.141429 0.122702 0.142265 0.117236 0.173275 0.214778 0.132514 0.115267
threshold=0.0046923852059990176 0.037906534969806678 0.0056525857653468856 0.0010263677686452868 0.00050559637020342063 0.00096484774257987748 0.0079489401541650313 0.0022272822679951791 0.0011261500185355546 0.0034400182776153092 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 7 8 -2 -10 -9
right_child=1 -3 3 -5 5 -7 -8 10 9 -11 -12
leaf_value=-0.00015181070907712991 0.00038832191963204246 0.002288815133568448 0.00031886083957546359 3.7322385685774902e-05 0.00029578057263823912 -0.0020533643025316033 0.0014081895311870674 0.000538702832444854 -0.0051743145749557559 -0.001248906154223672 0.0035036853032567013
leaf_weight=2485.0393344163895 204.65939974784851 79.479756712913513 211.99008309841156 5314.9325187206268 127.10972273349762 343.89648056030273 391.79083776473999 207.63314151763916 49.377752423286438 83.000378370285034 61.090426206588745
leaf_count=1383 95 34 77 2554 66 212 162 94 30 54 19
internal_value=0 5.33226e-05 2.79239e-05 -6.7121e-05 -0.000879877 -0.0014194 0.000599395 7.62879e-05 -0.000829824 -0.0027131 0.00121275
internal_weight=0 7074.96 6995.48 5997.93 682.996 471.006 997.552 605.761 337.038 132.378 268.724
internal_count=4780 3397 3363 2909 355 278 454 292 179 84 113
is_linear=0
shrinkage=0.06


Tree=703
num_leaves=12
num_cat=0
split_feature=43 29 128 42 147 37 59 141 99 25 70
split_gain=0.0219481 0.0807575 0.110472 0.107925 0.157346 0.148414 0.120582 0.098113 0.172998 0.132759 0.111886
threshold=0.00085274505545385193 0.0046923852059990176 0.0010918468469753864 0.00093549740267917525 0.0033348383149132137 0.007706565549597145 0.0014427106943912806 0.0056525857653468856 0.034632634371519096 0.00042089859198313212 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -4 -5 -3 9 -9 -11
right_child=-2 7 3 4 -6 -7 -8 8 -10 10 -12
leaf_value=-0.00064425075216531849 -9.0703770645002255e-05 0.00062870521350496232 -0.0007865995089376581 0.00039996685702715554 0.00018058014807352714 0.0022747302175603851 0.0034417713995057494 0.0014783767757324219 -0.0036853566089642118 7.4658209537977832e-05 -0.0018900366290622046
leaf_weight=973.10797524452209 4790.9527947902679 1515.483981013298 528.33666551113129 83.157622814178467 728.43178153038025 63.906923532485962 107.65168130397797 172.96685349941254 48.15179705619812 407.59606194496155 140.25569403171539
leaf_count=506 2154 760 383 37 464 35 33 76 29 216 87
internal_value=0 9.11204e-05 -0.00014563 0.000175387 0.000582342 -0.000456262 0.00211611 0.000348612 -0.000203395 2.92059e-05 -0.000428324
internal_weight=0 4769.05 2484.59 1511.48 919.241 592.244 190.809 2284.45 768.97 720.819 547.852
internal_count=4780 2626 1458 952 534 418 70 1168 408 379 303
is_linear=0
shrinkage=0.06


Tree=704
num_leaves=12
num_cat=0
split_feature=114 125 77 4 84 94 101 50 145 110 46
split_gain=0.0205188 0.0428659 0.0357589 0.0914112 0.0447409 0.0758386 0.0606757 0.0755185 0.0451655 0.113176 0.0519707
threshold=0.011169348377734424 0.04273676127195359 0.066585760563611998 0.00077738583786413084 0.0060143163427710542 0.00080172589514404546 0.00075379351619631063 0.0028552538715302949 0.060120910406112678 0.00039601318712811922 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 8 -6 7 -7 -1 10 -10
right_child=1 -3 3 -5 5 6 -8 -9 9 -11 -12
leaf_value=-1.0207829791264525e-05 0.00019277979975392315 0.0023465043204440529 0.00036121815744199218 -0.0029741659671603132 -0.0027252079504694504 -0.00069488825525683483 -0.0017444477734566649 0.0024197369910061782 0.003670592947183689 -0.0012150247956570835 0.0010286163363670033
leaf_weight=8177.3726667165756 825.15005993843079 34.666288018226624 69.854407072067261 51.30783212184906 57.437608957290649 67.767082929611206 61.115475058555603 47.787210464477539 44.81346869468689 56.029360294342041 66.698372006416321
leaf_count=3892 584 18 33 35 40 45 43 15 16 32 27
internal_value=0 0.000279614 -2.76335e-05 -0.0010512 -1.31777e-05 -0.000831244 -0.000215491 0.000593158 9.77227e-06 0.000984964 0.00209035
internal_weight=0 859.816 8700.18 121.162 8579.02 234.107 176.67 115.554 8344.91 167.541 111.512
internal_count=4780 602 4178 68 4110 143 103 60 3967 75 43
is_linear=0
shrinkage=0.06


Tree=705
num_leaves=12
num_cat=0
split_feature=141 101 25 83 37 45 50 58 29 148 106
split_gain=0.020787 0.0896296 0.100721 0.120162 0.134798 0.120998 0.116366 0.149496 0.115758 0.110526 0.110712
threshold=0.0030382014811038975 0.05109804309904576 0.0068083447404205808 0.076978169381618514 0.014293605927377941 0.0019672545604407792 0.0028552538715302949 0.0095705352723598498 0.0068083447404205808 0.011519505176693203 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 -6 -5 -8 -4 10 -2
right_child=1 -3 8 6 5 -7 7 -9 -10 -11 -12
leaf_value=-7.9564158083986357e-05 -0.00050976995001236812 -0.0014109322752034205 6.3490395172325232e-05 0.00061844147007325122 0.00088584012394089904 -0.0027600787335671484 -0.0056568163758974116 -0.00032209306617520873 -0.001368976366147073 -0.00010337951621611627 0.00086322530008104412
leaf_weight=5285.5026385784149 238.80385673046112 137.09965896606445 622.81732666492462 55.325235962867737 51.647369861602783 89.651986241340637 38.004616379737854 37.640029788017273 301.35262930393219 857.91826844215393 1844.2362153530121
leaf_count=2691 116 81 371 28 25 56 31 17 191 460 713
internal_value=0 9.83827e-05 0.000148396 0.000307161 0.000382794 -0.00142743 -0.00147281 -0.00300231 -0.000403607 0.000469767 0.000705822
internal_weight=0 4274.5 4137.4 3213.23 3082.26 141.299 130.97 75.6446 924.17 2940.96 2083.04
internal_count=4780 2089 2008 1446 1370 81 76 48 562 1289 829
is_linear=0
shrinkage=0.06


Tree=706
num_leaves=12
num_cat=0
split_feature=37 19 77 112 112 17 94 108 109 112 15
split_gain=0.0219128 0.0704495 0.114942 0.0968035 0.113809 0.182741 0.0859664 0.0913478 0.0895848 0.0831309 0.0769446
threshold=0.0011261500185355546 0.02129978779703379 0.00044738779251929378 0.0048403022810816774 0.0028552538715302949 0.000490355829242617 0.0042751494329422721 0.0068083447404205808 0.0058306583669036635 0.00057154725072905432 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 10 -6 7 -4 -9 -8 -2
right_child=1 2 6 -5 5 -7 9 8 -10 -11 -12
leaf_value=-6.2851710318692291e-05 -0.00033178494215911972 -0.0014049720071419795 0.00058008302935436855 0.00088734175994539702 0.00046124477659379223 -0.0048892080885563636 0.0007427402965951049 0.0010509884056903944 0.0040871347806350289 -0.0028647712960186886 0.0004109845840456174
leaf_weight=6464.9997024536133 1339.5364344120026 71.966780066490173 113.80650699138641 385.61096322536469 46.039424061775208 45.882179617881775 115.39704895019531 59.00310206413269 85.949071288108826 28.718804478645325 803.08981466293335
leaf_count=3105 846 45 62 109 17 34 77 31 29 20 405
internal_value=0 0.000131288 0.000803721 9.42544e-06 -0.000142075 -0.00220941 0.00119827 0.00185236 0.00285126 2.38505e-05 -5.33833e-05
internal_weight=0 3095 474.841 2620.16 2234.55 91.9216 402.875 258.759 144.952 144.116 2142.63
internal_count=4780 1675 264 1411 1302 51 219 122 60 97 1251
is_linear=0
shrinkage=0.06


Tree=707
num_leaves=12
num_cat=0
split_feature=55 110 126 123 96 93 78 50 68 33 15
split_gain=0.0207514 0.0461051 0.0582543 0.0526733 0.0972312 0.0613305 0.0542299 0.0591539 0.0430137 0.133649 0.127813
threshold=0.00037263428384903824 0.015675474889576439 0.00017767510871635753 0.0010263677686452868 0.0070226341485977182 0.0033348383149132137 0.0022272822679951791 0.0063990866765379914 0.004017772153019906 0.013860232196748258 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 4 6 -5 -2 -8 -1 10 -10
right_child=1 2 -4 5 -6 -7 7 -9 9 -11 -12
leaf_value=9.1701804805671564e-05 -0.0016562169073213544 0.00055250264132348788 -0.002464317287928096 0.00023891971398058159 0.0026642955694431104 -0.0013670471224524101 0.00022121257064026096 0.0022469442093232201 -0.0020012380350067135 0.00074134685217868053 -0.00023654193498138802
leaf_weight=4479.0814468860626 40.45652711391449 43.065682291984558 49.560045719146729 649.6811980009079 86.131364583969116 98.598260402679443 225.55073869228363 67.402496337890625 154.96715843677521 491.38266253471375 3174.1222512722015
leaf_count=2112 33 18 37 458 36 77 160 31 99 185 1534
internal_value=0 0.000226836 -0.00106167 0.000329034 0.000867183 2.73069e-05 0.000402926 0.000687292 -3.44494e-05 -0.000182348 -0.000318688
internal_weight=0 1260.45 92.6257 1167.82 419.541 748.279 333.41 292.953 8299.55 3820.47 3329.09
internal_count=4780 850 55 795 260 535 224 191 3930 1818 1633
is_linear=0
shrinkage=0.06


Tree=708
num_leaves=12
num_cat=0
split_feature=33 136 95 54 54 73 72 1 147 148 112
split_gain=0.0210297 0.0867682 0.0734655 0.13855 0.0862443 0.129548 0.171946 0.0776657 0.173969 0.0774956 0.0687666
threshold=0.0015349716995842757 0.013032016810029747 0.020658296532928947 0.01884530205279589 0.10522961243987085 0.00017767510871635753 0.00017767510871635753 0.091400381177663817 0.00085274505545385193 0.0070226341485977182 0.034632634371519096
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 7 -6 -7 -1 -9 -4 -2
right_child=10 -3 3 -5 5 6 -8 8 -10 -11 -12
leaf_value=0.0002265475702086628 -0.00012716234960230929 0.0024160272061675976 -0.0022618364150299806 0.0026636879042508275 -0.0040017407073749877 0.0025970044917801405 -0.0023448131910840803 -0.0043443452049990753 0.00085943386931349841 0.00035864276616188941 0.0009059169385657775
leaf_weight=3725.7019710540771 5057.1604514122009 57.412560105323792 147.79371953010559 32.736208319664001 44.473930954933167 46.039424061775208 56.393946886062622 42.726144552230835 50.421414494514465 56.029360294342041 243.1107006072998
leaf_count=1888 2539 16 100 13 26 17 46 28 24 32 51
internal_value=0 9.92651e-05 6.76132e-05 -0.000959555 0.000128884 -0.0012977 -0.000123677 0.000183764 -0.0015275 -0.00154149 -7.97775e-05
internal_weight=0 4259.73 4202.32 236.559 3965.76 146.907 102.433 3818.85 93.1476 203.823 5300.27
internal_count=4780 2190 2174 145 2029 89 63 1940 52 132 2590
is_linear=0
shrinkage=0.06


Tree=709
num_leaves=12
num_cat=0
split_feature=93 75 84 24 34 24 109 135 24 79 42
split_gain=0.0213176 0.093591 0.0755745 0.137108 0.151768 0.135445 0.10687 0.193118 0.200711 0.117035 0.170292
threshold=0.0048403022810816774 0.017188700847327713 0.0013986918493174019 0.0022975050378590827 0.0030382014811038975 0.0015833032084628942 0.02129978779703379 0.00085274505545385193 0.0044099434744566688 0.0038949446752667431 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 9 8 -8 -2 -11
right_child=1 -3 3 -5 5 -7 7 -9 -10 10 -12
leaf_value=6.656022108840858e-05 8.5850936459680118e-05 -0.0022773386212211681 0.0009291715849659547 0.0011395465388917177 -0.0049996877424799005 -0.0003157068883304106 -0.0074476788846213346 -0.00047859385803836484 -0.00072858811308547497 -0.0019383289390497037 0.0012210135731306978
leaf_weight=6160.2558906078339 2119.825684428215 70.923117995262146 86.288609027862549 412.76427459716797 43.430268883705139 45.517593026161194 33.100794911384583 232.30949330329895 30.98842191696167 242.32447838783264 82.271205186843872
leaf_count=3521 698 51 19 138 32 20 27 97 15 136 26
internal_value=0 -0.000120606 -7.46547e-05 0.000542572 -0.000863582 -0.00260274 -0.000207071 -0.00128301 -0.00419886 -7.66076e-05 -0.00113757
internal_weight=0 3399.74 3328.82 588.001 175.236 88.9479 2740.82 296.399 64.0892 2444.42 324.596
internal_count=4780 1259 1208 209 71 52 999 139 42 860 162
is_linear=0
shrinkage=0.06


Tree=710
num_leaves=12
num_cat=0
split_feature=104 110 140 117 63 142 117 86 10 91 109
split_gain=0.0220404 0.0770375 0.0680794 0.0627879 0.0529817 0.0280613 0.116981 0.0837824 0.130834 0.0957345 0.144215
threshold=0.066585760563611998 0.00017767510871635753 0.01884530205279589 0.0012357163941487672 0.00085274505545385193 0.0062037324532866487 0.0019672545604407792 0.0012745757703669371 0.00050559637020342063 0.0018488886416889729 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 -2 -3 -1 7 8 -7 10 -10
right_child=1 2 -4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-9.4991919029635799e-05 0.00036585526988167723 -0.0028717675052053224 0.0010041426265727756 0.0033450751070101237 0.00011234594976070258 -0.00091524330765249554 -2.7884427380655452e-05 -0.0009118272330133246 0.003009200600768367 -0.00050007095003911262 0.00017766055688811074
leaf_weight=5873.6856774091721 51.647369861602783 44.473930954933167 79.297463417053223 50.239121198654175 41.317895889282227 81.592129707336426 2896.5526047945023 74.78327739238739 216.18978023529053 57.777146697044373 92.443434715270996
leaf_count=2907 25 26 27 17 20 46 1496 61 77 30 48
internal_value=0 0.000537495 -0.000263197 0.00183488 -0.0014346 -1.54415e-05 0.000121209 0.000947278 0.00125761 0.00174146 0.00216108
internal_weight=0 266.976 165.089 101.886 85.7918 9293.02 3419.34 522.786 448.002 366.41 308.633
internal_count=4780 115 73 42 46 4665 1758 262 201 155 125
is_linear=0
shrinkage=0.06


Tree=711
num_leaves=12
num_cat=0
split_feature=145 23 21 15 73 125 117 51 118 9 36
split_gain=0.0239051 0.0842542 0.0822608 0.0679922 0.152993 0.18065 0.195558 0.142749 0.132053 0.215443 0.138964
threshold=0.00044738779251929378 0.036783467978239066 0.0037758676335215573 0.0058306583669036635 0.00042089859198313212 0.00017767510871635753 0.0027679565828293566 0.0018488886416889729 0.0046923852059990176 0.00062670491752214741 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 -8 10 -10 -7
right_child=3 -3 -4 -5 -6 8 7 -9 9 -11 -12
leaf_value=0.00038705145912014291 -0.0051182835366537886 -0.002111931786911559 -0.0017429280207721734 0.00010381733431239316 -7.7985202376587151e-06 0.00078102403497870402 6.152438501955453e-05 -0.0037574171734761868 -0.003976867842879944 0.0007268525645618305 -0.001344117442425185
leaf_weight=1478.8124667406082 67.062958598136902 54.281573891639709 68.28891396522522 4690.7570410966873 2410.3312035799026 320.37093758583069 102.93015313148499 53.577449560165405 84.226333737373352 60.046764135360718 169.31403625011444
leaf_count=665 41 34 42 2223 1394 138 36 30 55 25 97
internal_value=0 0.000211514 0.000293034 -4.25595e-05 -0.000252672 -0.00094096 -0.00240742 -0.00124582 -0.000423802 -0.00201917 4.62327e-05
internal_weight=0 1601.38 1547.1 7958.62 3267.86 857.529 223.571 156.508 633.958 144.273 489.685
internal_count=4780 741 707 4039 1816 422 107 66 315 80 235
is_linear=0
shrinkage=0.06


Tree=712
num_leaves=12
num_cat=0
split_feature=71 54 140 52 19 115 24 126 108 125 53
split_gain=0.0216135 0.0824663 0.0791819 0.105115 0.174533 0.128851 0.127304 0.104212 0.0933943 0.0971481 0.149712
threshold=0.045367386192083366 0.055838862434029586 0.00090704852482303988 0.00096484774257987748 0.002945306478068233 0.0014427106943912806 0.014293605927377941 0.00052132029668428015 0.028884131461381916 0.0056525857653468856 0.040252277627587325
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 8 -8 9 10 -5
right_child=1 -3 3 6 5 -7 7 -9 -10 -11 -12
leaf_value=-4.9131787780673005e-05 -0.001300143070881327 -0.0019201060632952523 0.0023536579312962067 0.00027095577206963026 -0.0026438409863715285 0.0012410489153327497 -0.0038702455565759603 0.00038126837956818096 -0.0019691971249006755 0.0014077866250801581 -0.0028198799215456518
leaf_weight=7373.1932871341705 115.03246235847473 66.176540970802307 208.46946144104004 1205.9212020635605 55.325235962867737 69.150282740592957 50.603707790374756 35.188119053840637 65.654709935188293 256.09942746162415 59.185395359992981
leaf_count=3952 63 30 57 415 28 29 31 15 33 89 38
internal_value=0 0.000165656 0.000230745 0.00031855 0.00129215 -0.000485656 0.000124753 -0.00212646 0.000246463 0.00034209 0.000126357
internal_weight=0 2186.81 2120.63 2005.6 332.945 124.476 1672.65 85.7918 1586.86 1521.21 1265.11
internal_count=4780 828 798 735 114 57 621 46 575 542 453
is_linear=0
shrinkage=0.06


Tree=713
num_leaves=12
num_cat=0
split_feature=135 107 70 140 5 92 63 120 63 92 117
split_gain=0.0208936 0.0994315 0.119147 0.0878904 0.128279 0.133327 0.120315 0.108307 0.0963736 0.129018 0.08539
threshold=0.0037758676335215573 0.00017767510871635753 0.00073092587990686308 0.0079489401541650313 0.00043393640953581786 0.00017767510871635753 0.0095705352723598498 0.00040826165059115743 0.0046923852059990176 0.0049928687512874612 0.04673989117145539
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 7 -6 10 -5 9 -7 -4
right_child=1 2 3 4 5 8 -8 -9 -10 -11 -12
leaf_value=-4.5106368800241497e-05 0.00198323292104497 -0.00083793563767802285 -0.0001280403456500068 0.0021728101032834003 -0.0025782062532389996 0.0022301921374180684 -0.0023174616174695814 -0.0004542450647391944 -0.0015699301920743135 -0.00095607738582610159 0.0017433925174059832
leaf_weight=7595.7772353887558 103.63427746295929 404.05039143562317 602.24047660827637 275.35012674331665 60.046764135360718 137.23185455799103 79.504805564880371 71.080362439155579 59.707226395606995 68.628451704978943 102.74785983562469
leaf_count=3952 40 172 272 91 25 40 58 34 35 32 29
internal_value=0 0.000174429 7.36794e-05 0.000326566 0.000830132 -2.49062e-05 -0.00010482 0.00163379 0.000552414 0.00116797 0.00014471
internal_weight=0 1964.22 1860.59 1456.54 672.045 325.614 784.493 346.43 265.568 205.86 704.988
internal_count=4780 828 788 616 257 132 359 125 107 72 301
is_linear=0
shrinkage=0.06


Tree=714
num_leaves=12
num_cat=0
split_feature=40 8 75 71 23 77 109 99 5 141 10
split_gain=0.0236559 0.0697003 0.0630255 0.118427 0.146054 0.207802 0.173514 0.178356 0.140724 0.165065 0.161218
threshold=0.00060774214216507982 0.012252715881913902 0.0013146653072908523 0.00062670491752214741 0.013860232196748258 0.00096484774257987748 0.011519505176693203 0.00060774214216507982 0.0022975050378590827 0.007706565549597145 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 7 -7 9 -6 -10
right_child=2 -3 -4 4 8 6 -8 -9 10 -11 -12
leaf_value=0.00021012398238407033 -0.0030739946843911362 -0.0018987934131167354 9.3302716637491031e-05 3.4097711121221467e-05 0.00016123145683583876 -0.0043439472254364888 0.00048618247370044171 -0.0013780455734039891 0.0023915180513293375 -0.0022154773017201155 7.4331314764905645e-06
leaf_weight=2398.3499437570572 53.237911820411682 57.777146697044373 4195.4432674646378 847.28125691413879 748.94043636322021 85.63458240032196 147.92591512203217 494.43155086040497 200.43465375900269 122.38819456100464 208.15497255325317
leaf_count=980 40 30 2463 328 330 63 59 256 71 69 91
internal_value=0 0.000160514 -5.5497e-05 -0.000270142 -0.000217862 -0.000604677 -0.00134812 -0.0018159 0.000258216 -0.000172605 0.00117695
internal_weight=0 2456.13 7103.87 2908.43 2855.19 1575.27 727.992 580.066 1279.92 871.329 408.59
internal_count=4780 1010 3770 1307 1267 706 378 319 561 399 162
is_linear=0
shrinkage=0.06


Tree=715
num_leaves=12
num_cat=0
split_feature=33 44 68 95 21 83 53 94 99 116 24
split_gain=0.0208932 0.0770077 0.0921182 0.157528 0.122053 0.184038 0.136963 0.11963 0.10168 0.096482 0.132532
threshold=0.0015349716995842757 0.04673989117145539 0.0035485138650983576 0.020658296532928947 0.00077738583786413084 0.0054799309000372895 0.013032016810029747 0.0019672545604407792 0.0030382014811038975 0.0038949446752667431 0.014293605927377941
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -7 -5 -4 -11
right_child=-2 -3 9 8 5 7 -8 -9 -10 10 -12
leaf_value=0.00035493578797055362 -7.9518189195595436e-05 0.0017550956697625791 -0.00062291514596071892 -0.0038407895857891033 0.00037606268133212725 0.0047483011335162344 -0.0019884240837081961 0.0012884567825891672 -0.00034602659061324075 3.3923321717330727e-05 0.0030487140778480298
leaf_weight=1668.8605974912643 5300.2711520195007 98.730455994606018 1075.1517107486725 50.264170050621033 233.37820422649384 75.619597315788269 94.895345449447632 68.628451704978943 74.236397504806519 763.59485173225403 56.368898034095764
leaf_count=844 2590 36 531 41 115 24 50 32 40 455 22
internal_value=0 9.89424e-05 5.96459e-05 0.000317827 0.000438455 0.00141742 0.000228856 0.00310222 -0.00175695 -0.000249047 0.000241177
internal_weight=0 4259.73 4161 2265.88 2141.38 377.626 1763.76 144.248 124.501 1895.12 819.964
internal_count=4780 2190 2154 1146 1065 171 894 56 81 1008 477
is_linear=0
shrinkage=0.06


Tree=716
num_leaves=12
num_cat=0
split_feature=40 8 45 116 15 58 76 35 133 145 20
split_gain=0.0222287 0.0618503 0.0669867 0.0995164 0.0973497 0.0905621 0.102173 0.0873776 0.086997 0.085582 0.0980165
threshold=0.00060774214216507982 0.012252715881913902 0.017188700847327713 0.0034400182776153092 0.0098710241727530974 0.021960759535431865 0.0033348383149132137 0.00017767510871635753 0.0015349716995842757 0.015675474889576439 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 9 -7 -6 10 -1
right_child=-2 -3 -4 4 8 7 -8 -9 -10 -11 -12
leaf_value=0.00022311799989381214 -5.3796946733984378e-05 -0.0017842826073837718 -0.00036078463245643001 -0.00012913932330525072 0.0042101719057077071 -0.0026340780931990073 0.0027443744990671344 -0.00012852104019976947 0.0013295020135383096 -0.0015921298038415284 0.0020167775000843177
leaf_weight=1058.0203357934952 7103.872741818428 57.777146697044373 577.40688037872314 88.061444282531738 58.116684436798096 71.080362439155579 63.542336940765381 169.8108184337616 107.65168130397797 82.29625403881073 122.36314570903778
leaf_count=380 3770 30 286 41 20 34 21 70 33 50 45
internal_value=0 0.000155597 0.00020233 0.000380889 0.00148301 0.000202375 0.000396766 -0.000867842 0.00233944 0.000278627 0.000409056
internal_weight=0 2456.13 2398.35 1820.94 253.83 1567.11 1326.22 240.891 165.768 1262.68 1180.38
internal_count=4780 1010 980 694 94 600 496 104 53 475 425
is_linear=0
shrinkage=0.06


Tree=717
num_leaves=12
num_cat=0
split_feature=1 61 60 82 120 24 1 121 43 71 118
split_gain=0.0217423 0.132333 0.123252 0.083509 0.135735 0.163341 0.0898028 0.204436 0.19 0.174775 0.107827
threshold=0.00039601318712811922 0.0014881226234138014 0.00039601318712811922 0.024066280573606495 0.00017767510871635753 0.004017772153019906 0.00093549740267917525 0.04273676127195359 0.016668972559273246 0.15819545835256579 0.01884530205279589
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 7 8 9 10 -2
right_child=3 2 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00027222537580487904 -0.00087907681052503208 7.6532982250250326e-05 0.0010975197487847861 -0.0022981586397892106 -0.0042665176557742787 0.0019377620618866037 0.00010296215040742483 -0.0035481440240346038 0.0018979889936005636 0.0022847188884092583 0.00096935890887740609
leaf_weight=1611.3478419780731 1058.7926553487778 1082.7968829870224 701.36056804656982 73.192735433578491 43.430268883705139 59.342639803886414 4522.9194487333298 72.306317806243896 131.10207772254944 76.141428351402283 127.26696717739105
leaf_count=732 617 479 346 46 32 21 2367 35 35 21 49
internal_value=0 0.000121919 0.000477888 -6.71551e-05 -0.00135545 -0.000401528 -2.93001e-05 -0.000437466 -0.000276035 -0.000501846 -0.000680735
internal_weight=0 3395.51 1784.16 6164.49 175.966 132.535 5988.53 1465.61 1393.3 1262.2 1186.06
internal_count=4780 1557 825 3223 99 67 3124 757 722 687 666
is_linear=0
shrinkage=0.06


Tree=718
num_leaves=12
num_cat=0
split_feature=104 107 21 75 107 116 135 142 77 125 19
split_gain=0.0212792 0.0648558 0.120177 0.0764989 0.048006 0.0645288 0.0667581 0.0546518 0.0310352 0.0925494 0.0901702
threshold=0.066585760563611998 0.020035739988088611 0.024810968898236755 0.00017767510871635753 0.048151826485991485 0.0049928687512874612 0.00050559637020342063 0.0044099434744566688 0.00096484774257987748 0.0056525857653468856 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 8 6 -6 -7 9 -1 -11
right_child=1 2 -4 -5 5 7 -8 -9 -10 10 -12
leaf_value=4.7147723912755046e-05 -0.002225853449182955 0.0033372584024623456 -0.00047063284041824798 0.00066435731716758221 -0.0029318495806089271 -0.00096030226953258441 -0.00045010574064262813 0.0023952342068182956 -8.007592629717836e-05 0.0024555983184019275 0.00037570743345867859
leaf_weight=3096.7367700338364 49.899583458900452 64.064167976379395 55.84706699848175 97.164962887763977 69.854407072067261 36.596367716789246 88.400982022285461 33.440332651138306 5638.363490819931 115.52924454212189 214.10245609283447
leaf_count=1327 27 18 25 45 33 23 31 17 3109 36 89
internal_value=0 0.000528131 0.00156378 -0.000316303 -1.51725e-05 -0.000874487 -0.00154555 0.000641861 6.46905e-06 0.000148886 0.00110467
internal_weight=0 266.976 119.911 147.065 9293.02 228.292 158.255 70.0367 9064.73 3426.37 329.632
internal_count=4780 115 43 72 4665 104 64 40 4561 1452 125
is_linear=0
shrinkage=0.06


Tree=719
num_leaves=12
num_cat=0
split_feature=40 138 34 70 19 106 140 24 125 124 33
split_gain=0.0208145 0.0616097 0.130695 0.189942 0.171168 0.190306 0.191298 0.147354 0.139933 0.127337 0.119196
threshold=0.00060774214216507982 0.00017767510871635753 0.0068083447404205808 0.0005375427135732026 0.00046126570669002836 0.000490355829242617 0.002945306478068233 0.014293605927377941 0.0015833032084628942 0.00073092587990686308 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -5 9 -6 -10
right_child=1 -3 -4 7 8 6 -8 -9 10 -11 -12
leaf_value=0.00015056631923003038 -0.0052877714002047167 0.0001086936497163981 0.0002068415870530104 -0.00092821634526284809 0.0019360362343021744 0.0023014183174177227 -0.0021541262548984762 -0.0033825069346341738 -0.0014044675021851593 -0.00045785914288603061 0.00066376755014279645
leaf_weight=2456.1270904541016 39.752402782440186 3886.8671015501022 1338.2673326730728 801.49927270412445 269.22034990787506 52.691031932830811 101.54695332050323 98.937798142433167 202.23253786563873 113.80650699138641 199.05145394802094
leaf_count=1010 29 2225 636 390 86 19 52 67 117 62 87
internal_value=0 -5.20575e-05 -0.000246281 -0.000569051 9.73667e-06 -0.00158607 -0.000632016 -0.00119789 0.000404442 0.00122475 -0.000378548
internal_weight=0 7103.87 3217.01 1878.74 978.301 193.99 154.238 900.437 784.311 383.027 401.284
internal_count=4780 3770 1545 909 452 100 71 457 352 148 204
is_linear=0
shrinkage=0.06


Tree=720
num_leaves=12
num_cat=0
split_feature=95 0 140 8 127 81 38 15 14 69 100
split_gain=0.021577 0.139439 0.183018 0.183533 0.12656 0.117919 0.134213 0.101208 0.0958743 0.0886179 0.1029
threshold=0.0072436286136507997 0.0010918468469753864 0.002945306478068233 0.0011261500185355546 0.0036604277556762104 0.0010263677686452868 0.0084566329605877417 0.0032328735105693345 0.00082683752407319855 0.00039601318712811922 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -3 8 -6 -7 -5 -11
right_child=1 4 3 9 7 6 -8 -9 -10 10 -12
leaf_value=-3.937377879325765e-05 0.0017271842610571862 0.0032609906458810978 -0.0048687507891158645 0.00051052647503522445 0.00089986721877072164 -5.8738658988384368e-05 -0.0026202875702626117 -0.0022977438380811883 0.001159045824755456 -6.7552070122474325e-06 -0.0044523709302828835
leaf_weight=8028.2138448953629 67.220203042030334 61.272719502449036 54.4638671875 83.67945384979248 56.029360294342041 373.97343599796295 45.882179617881775 97.894136071205139 616.24781668186188 35.892243385314941 39.230571746826172
leaf_count=3993 24 26 41 34 32 192 34 73 280 19 32
internal_value=0 0.000206361 -0.00100276 -0.00186322 0.000477393 0.000703385 0.000552134 -0.00113379 0.000699129 -0.000832425 -0.00232834
internal_weight=0 1531.79 280.486 213.266 1251.3 1097.38 1036.1 153.923 990.221 158.802 75.1228
internal_count=4780 787 150 126 637 532 506 105 472 85 51
is_linear=0
shrinkage=0.06


Tree=721
num_leaves=12
num_cat=0
split_feature=14 71 93 108 112 82 68 15 127 47 17
split_gain=0.0203588 0.0635222 0.181763 0.140175 0.154864 0.263641 0.261319 0.185578 0.144936 0.170797 0.126151
threshold=0.00040826165059115743 0.037906534969806678 0.000490355829242617 0.00073092587990686308 0.0011615398107096555 0.0020292587578296666 0.0020292587578296666 0.016668972559273246 0.00039601318712811922 0.0011980500421486797 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 -4 5 8 -7 -8 9 -5 -3
right_child=-2 2 3 4 -6 6 7 -9 -10 -11 -12
leaf_value=-8.3559366063136161e-05 -6.4108303200374791e-05 0.0025494202085231325 -0.0021870267031227067 0.0015865658123130875 0.00098959538486802744 0.00053681843007481918 -0.0084564323316093162 -0.0024658959907823299 0.0021415282519354579 -0.0025355392978202254 -0.00040529723556472077
leaf_weight=2082.5112897157669 6223.6228855848312 208.31221699714661 89.80923068523407 64.064167976379395 505.13256275653839 49.013165831565857 33.100794911384583 42.543851256370544 109.3994677066803 83.157622814178467 69.332576036453247
leaf_count=993 3374 74 39 18 114 16 27 21 31 37 36
internal_value=0 0.000119587 0.000456986 7.17298e-05 0.000300582 -0.000612248 -0.00287597 -0.00508725 0.00048739 -0.000741788 0.00181158
internal_weight=0 3336.38 1253.87 976.221 886.412 381.279 124.658 75.6446 256.621 147.222 277.645
internal_count=4780 1406 413 303 264 150 64 48 86 55 110
is_linear=0
shrinkage=0.06


Tree=722
num_leaves=12
num_cat=0
split_feature=44 128 87 141 107 19 143 15 43 59 70
split_gain=0.0193836 0.095632 0.10288 0.134164 0.128717 0.246148 0.124762 0.113914 0.120751 0.0985606 0.0913238
threshold=0.0038949446752667431 0.012636432424187662 0.0010263677686452868 0.0038949446752667431 0.0051502294372767219 0.0022272822679951791 0.00899649551138282 0.0044099434744566688 0.0038949446752667431 0.00080172589514404546 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 10 -8 -9 -7 -2
right_child=1 -3 -4 4 -6 9 7 8 -10 -11 -12
leaf_value=7.4371940134395405e-05 -0.0016194345341488045 0.0014983467592625216 0.00014853055327336198 -0.0050448585687434926 0.0008901786400942771 0.0015420920260968709 -0.0002374084041700267 -0.0018007224851244411 -0.0050583865220169095 -0.00061147614423188643 -0.00014600364613096798
leaf_weight=5438.6969617605209 205.36352407932281 130.78758883476257 2032.6117062568665 40.45652711391449 394.21769964694977 96.460838556289673 87.904199838638306 126.43064725399017 60.593644022941589 369.79878771305084 576.67770719528198
leaf_count=2768 99 69 966 33 140 41 58 86 46 216 258
internal_value=0 -9.81453e-05 -0.00015047 -0.000460879 7.70923e-05 -0.000555477 -0.000919432 -0.00201886 -0.00285617 -0.000165941 -0.000532926
internal_weight=0 4121.3 3990.52 1957.9 900.934 506.716 1056.97 274.928 187.024 466.26 782.041
internal_count=4780 2012 1943 977 430 290 547 190 132 257 357
is_linear=0
shrinkage=0.06


Tree=723
num_leaves=12
num_cat=0
split_feature=37 96 10 81 94 136 20 0 109 109 143
split_gain=0.0206175 0.073643 0.116776 0.131196 0.151073 0.107993 0.155167 0.105358 0.103629 0.130017 0.122621
threshold=0.0011261500185355546 0.0070226341485977182 0.014740333426743748 0.0053125319536775359 0.00043393640953581786 0.0011261500185355546 0.0070226341485977182 0.0051502294372767219 0.037906534969806678 0.0092791137285530585 0.01884530205279589
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 8 -5 9 -3 -11
right_child=-2 2 3 7 -6 -7 -8 -9 -10 10 -12
leaf_value=2.1193158216320235e-05 0.00012734875367002629 -0.0014556585792219257 0.0011932361336716626 0.0039660795640766439 -0.0041629177733747422 -3.1731604581009738e-05 0.0019209050811298302 0.00049719739331173193 0.0012946839117543936 -0.0053788484515559631 -0.0010163404613171747
leaf_weight=5551.2343670129776 3095.0001298189163 236.89882588386536 40.613771557807922 50.760952234268188 35.552705645561218 285.72969841957092 41.83972692489624 83.157622814178467 32.736208319664001 72.331366658210754 34.14445698261261
leaf_count=2620 1675 135 16 14 29 144 17 37 13 59 21
internal_value=0 -6.09659e-05 -0.000560092 0.000681279 -0.00130689 -0.000930706 -0.00154528 0.00181205 -0.00193087 -0.00223839 -0.00397989
internal_weight=0 6465 913.765 210.085 76.1665 703.68 417.951 133.919 376.111 343.375 106.476
internal_count=4780 3105 485 96 45 389 245 51 228 215 80
is_linear=0
shrinkage=0.06


Tree=724
num_leaves=12
num_cat=0
split_feature=124 141 71 128 39 144 138 112 35 3 105
split_gain=0.0200892 0.0506862 0.0716772 0.062338 0.0721348 0.0611316 0.0632124 0.127907 0.0605533 0.0642377 0.129316
threshold=0.00899649551138282 0.0026833302108570938 0.10522961243987085 0.012636432424187662 0.057509137317538268 0.00017767510871635753 0.0054799309000372895 0.0019071503775194289 0.00057154725072905432 0.0027679565828293566 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 4 5 -2 7 -7 -3 10 -10
right_child=1 2 -4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-3.6232337338594336e-05 0.0021174030193134388 -0.0021770141680865014 0.0033394535713737175 0.00071904161174212995 0.0023876890595631098 -0.00087541734280136767 3.3202131092741329e-05 -0.0048940071840119634 0.0041093553700835631 -2.701006570081003e-06 0.00064795882285080889
leaf_weight=8146.3341470956802 28.536511182785034 29.422928810119629 33.258039355278015 240.07990980148315 30.98842191696167 270.38925623893738 222.57699692249298 31.874839544296265 48.309041500091553 279.67506814002991 198.55467176437378
leaf_count=3829 13 24 10 165 15 200 161 26 12 211 114
internal_value=0 0.000208791 0.000633768 -9.49336e-05 -0.000429346 -0.000587096 -0.000734144 -0.00129919 0.000471912 0.000619933 0.00132532
internal_weight=0 1413.67 589.22 824.446 584.366 553.378 524.841 302.264 555.962 526.539 246.864
internal_count=4780 951 371 580 415 400 387 226 361 337 126
is_linear=0
shrinkage=0.06


Tree=725
num_leaves=12
num_cat=0
split_feature=1 61 53 150 0 9 107 135 112 124 24
split_gain=0.0199453 0.113404 0.169928 0.224813 0.146498 0.184884 0.10369 0.154372 0.153592 0.142137 0.41701
threshold=0.00039601318712811922 0.0014881226234138014 0.0072436286136507997 0.0053125319536775359 0.00017767510871635753 0.00040826165059115743 0.00087947337306104611 0.035692447796463973 0.0033348383149132137 0.00017767510871635753 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 7 8 9 10 -1
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0076865562457221924 -6.4320084045413323e-05 0.00044629897728438848 0.00089802609804076096 -0.0046602335031425829 -0.0039881551420188274 9.0358923826248456e-05 0.00051716936180088325 0.0026583693492008139 0.0021732825437947279 -0.00049550884218388868 -0.00067481500951273364
leaf_weight=44.134393215179443 6164.4945392608643 1784.1574510335922 118.50298631191254 63.385092496871948 77.574725866317749 82.635791778564453 757.99385726451874 47.787210464477539 51.282783269882202 268.95595872402191 99.095042586326599
leaf_count=36 3223 825 35 38 53 40 286 15 11 168 50
internal_value=0 0.000116772 -0.000248095 -0.00143492 -0.000701417 -0.00188448 7.1788e-05 -0.00058854 -0.000923322 -0.00130859 -0.0028354
internal_weight=0 3395.51 1611.35 342.099 278.714 160.211 1269.25 511.255 463.468 412.185 143.229
internal_count=4780 1557 732 166 128 93 566 280 265 254 86
is_linear=0
shrinkage=0.06


Tree=726
num_leaves=12
num_cat=0
split_feature=61 149 11 68 109 71 135 10 29 143 5
split_gain=0.0212918 0.105889 0.111988 0.105066 0.126753 0.19019 0.109752 0.120354 0.108127 0.141777 0.0801207
threshold=0.00064626874518580746 0.00070876078098081063 0.011880517937242987 0.0035485138650983576 0.0092791137285530585 0.012636432424187662 0.015200819820165636 0.0058306583669036635 0.0041444667149335155 0.002945306478068233 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 7 8 10 -10 -1
right_child=-2 2 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.0012308660222832358 -5.6245403915989463e-05 0.00062630627454892155 -0.0008491212667177438 -0.0020258888272716808 -0.00051679168034377617 -0.0061599802713419288 0.0031137157371366468 0.0022913021958785545 0.0030629273306500165 -0.00025130274390474251 0.00048173304226875174
leaf_weight=352.47816812992096 6855.1860955953598 1455.5763638019562 212.19742524623871 117.14483535289764 79.844343304634094 29.422928810119629 42.361557960510254 73.167686581611633 70.715775847434998 135.50911700725555 136.39553463459015
leaf_count=219 3574 533 108 75 48 24 14 22 20 66 77
internal_value=0 0.000142551 0.000438582 -0.000333529 -0.000118014 -0.00203636 0.000140567 -2.337e-05 -0.000267018 0.000885167 -0.000753052
internal_weight=0 2704.81 1667.77 1037.04 919.895 109.267 810.628 768.266 695.099 206.225 488.874
internal_count=4780 1206 641 565 490 72 418 404 382 86 296
is_linear=0
shrinkage=0.06


Tree=727
num_leaves=12
num_cat=0
split_feature=104 106 119 12 25 25 47 14 0 40 15
split_gain=0.0203278 0.0742028 0.065143 0.0823722 0.0272963 0.14218 0.145307 0.147458 0.11028 0.120478 0.181747
threshold=0.066585760563611998 0.044033329933881767 0.00068727668258361529 0.00017767510871635753 0.00052132029668428015 0.00090704852482303988 0.013439828064292671 0.0013560238294303419 0.00017767510871635753 0.0031340263085439806 0.060991313308477409
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 7 -6 -7 -10 -11
right_child=1 -3 -4 -5 5 8 -8 -9 9 10 -12
leaf_value=-0.00016043404041517608 -0.0027037760038494483 0.0025046292849825093 0.0013175358806935642 0.00039294641500373366 0.0017508844900911435 0.00093295021704687558 -0.0006682573607363206 -3.8136853057234506e-05 -0.00050154902759393485 4.8915096794723192e-05 0.0040655423796871386
leaf_weight=3092.5871706008911 51.12553882598877 53.916987299919128 83.67945384979248 78.253801345825195 480.34906423091888 371.4714275598526 206.58947944641113 253.33302783966064 1972.69018638134 2874.8680922985077 41.135602593421936
leaf_count=1375 28 20 34 33 176 142 100 121 1061 1677 13
internal_value=0 0.00051619 1.29928e-05 -0.000830754 -1.48294e-05 5.77937e-05 0.000737361 0.00113315 -6.36812e-05 -0.000139411 0.000105577
internal_weight=0 266.976 213.059 129.379 9293.02 6200.44 940.272 733.682 5260.17 4888.69 2916
internal_count=4780 115 95 61 4665 3290 397 297 2893 2751 1690
is_linear=0
shrinkage=0.06


Tree=728
num_leaves=12
num_cat=0
split_feature=67 29 101 32 36 14 140 118 23 127 3
split_gain=0.0217665 0.0774722 0.0789355 0.0722006 0.0409977 0.033739 0.163227 0.136138 0.137491 0.103429 0.0956661
threshold=0.0044099434744566688 0.0068083447404205808 0.00085274505545385193 0.00017767510871635753 0.0012357163941487672 0.011880517937242987 0.010180860292166473 0.028884131461381916 0.0037758676335215573 0.0066005610860884198 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -5 -1 7 8 10 -10 -7
right_child=1 2 -4 4 -6 6 -8 -9 9 -11 -12
leaf_value=2.5079364391956569e-06 0.0022177567364399654 0.0028031676650869565 -0.00045380067368071649 -0.0023693753509746599 -0.00011273126268194318 -0.004280758535681814 -0.0035221267907375366 0.0034435438134833023 -0.00022010280824485626 0.003338225159870149 -0.00059115867946124925
leaf_weight=8666.1141738891602 45.699886322021484 80.001587748527527 40.274233818054199 31.874839544296265 319.40242207050323 45.882179617881775 57.437608957290649 35.709950089454651 144.27309787273407 36.935905456542969 56.393946886062622
leaf_count=4229 27 31 26 26 216 34 40 12 80 13 46
internal_value=0 0.000378543 0.00171258 -2.56409e-05 -0.000317499 -2.1653e-05 -0.000577583 -4.77265e-05 -0.000487514 0.000505193 -0.00224635
internal_weight=0 517.253 120.276 396.977 351.277 9042.75 376.633 319.195 283.485 181.209 102.276
internal_count=4780 326 57 269 242 4454 225 185 173 93 80
is_linear=0
shrinkage=0.06


Tree=729
num_leaves=12
num_cat=0
split_feature=93 42 68 19 32 82 98 141 47 77 103
split_gain=0.0207483 0.0728639 0.115364 0.097942 0.137876 0.142809 0.12691 0.123491 0.143451 0.105244 0.0930567
threshold=0.0048403022810816774 0.049604203552007682 0.05109804309904576 0.002945306478068233 0.00055427959887310873 0.00073092587990686308 0.019431582652032379 0.0011980500421486797 0.0036604277556762104 0.012636432424187662 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 9 5 6 -5 8 -7 -2 -9
right_child=1 2 -4 4 -6 7 -8 10 -10 -11 -12
leaf_value=6.5665468530588231e-05 0.00040455310618317585 -0.0033179599873387478 -4.9228691547939427e-05 -0.005461407866549214 -3.1497591902118858e-05 -0.00049683618884521774 -0.00086496515131307512 -0.00065439393626528976 -0.004974955205451893 -0.0015000412024718116 0.0020452539590117423
leaf_weight=6160.2558906078339 1508.6890313625336 64.950585603713989 96.800376296043396 49.038214683532715 1144.9309712648392 57.073022365570068 38.6836918592453 222.50185036659241 46.925841689109802 112.21596503257751 57.934391140937805
leaf_count=3521 453 29 31 40 492 26 11 89 28 47 13
internal_value=0 -0.000118984 -0.00136178 -5.69017e-05 -0.000387279 -0.00125001 -0.00343446 -0.000751553 -0.00251743 0.000272697 -9.66826e-05
internal_weight=0 3399.74 161.751 3237.99 1617.09 472.157 87.7219 384.435 103.999 1620.9 280.436
internal_count=4780 1259 60 1199 699 207 51 156 54 500 102
is_linear=0
shrinkage=0.06


Tree=730
num_leaves=12
num_cat=0
split_feature=117 44 71 112 121 51 74 33 109 145 46
split_gain=0.0203136 0.0840543 0.346251 0.202006 0.0854233 0.0913515 0.0882681 0.154152 0.130799 0.0939578 0.0769576
threshold=0.010829726699739696 0.0010918468469753864 0.072653736919164671 0.00040826165059115743 0.002945306478068233 0.0030382014811038975 0.00017767510871635753 0.0036604277556762104 0.011519505176693203 0.0010918468469753864 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 7 8 9 -2 -3
right_child=1 10 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=6.4124732876639216e-05 4.8817819904211931e-05 -0.0010617086004517824 -0.0018630241353758215 -0.0074578042593799734 -0.0004862826963629765 0.0025603844278462868 0.0014394310192604222 -0.0045704464984441563 0.0021113294071452345 -0.0024104500437968986 0.0001180891291618803
leaf_weight=6217.6823533773422 113.44192039966583 216.21482908725739 60.229057431221008 37.822323083877563 67.220203042030334 74.915472984313965 63.385092496871948 38.526447415351868 54.621111631393433 110.31093418598175 2505.6300871372223
leaf_count=3215 48 101 32 24 24 20 38 28 24 66 1160
internal_value=0 -0.000119291 -0.00074949 -0.00402115 -0.000135443 0.00111952 -0.0006045 -0.00101332 -0.000521018 -0.00116361 2.43697e-05
internal_weight=0 3342.32 620.473 98.0514 522.421 142.136 380.286 316.9 278.374 223.753 2721.84
internal_count=4780 1565 304 56 248 44 204 166 138 114 1261
is_linear=0
shrinkage=0.06


Tree=731
num_leaves=12
num_cat=0
split_feature=106 18 142 66 37 95 108 33 12 70 20
split_gain=0.0192069 0.123968 0.117157 0.0970628 0.0896353 0.0822111 0.108857 0.146679 0.0977791 0.0807473 0.124557
threshold=0.020035739988088611 0.0012357163941487672 0.011519505176693203 0.00039601318712811922 0.00050559637020342063 0.00087947337306104611 0.015200819820165636 0.0015349716995842757 0.0038949446752667431 0.0012357163941487672 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -3 6 -2 -8 9 -7 -11
right_child=1 4 3 -5 -6 8 7 -9 -10 10 -12
leaf_value=3.4264502660360773e-05 0.00043609939920502463 -0.0035847167172913612 -0.0030951739772179915 0.00037078947690413912 -0.0007695951873904432 0.001674755262014668 -0.00048258344295943917 -0.0044290967120236809 -0.0016331186700955427 -0.00090974195629746422 0.0014535061089114478
leaf_weight=8224.8885346651077 211.12871432304382 58.141733288764954 73.896859765052795 47.96950376033783 135.87370359897614 260.4814178943634 117.6416175365448 47.629966020584106 61.115475058555603 163.15921056270599 158.07309579849243
leaf_count=4150 90 44 50 22 80 96 48 32 43 68 57
internal_value=0 -0.000211085 2.73138e-05 -0.00173089 -0.00161322 0.000237537 -0.000466675 -0.00161994 0.000649879 0.000889733 0.000253173
internal_weight=0 1335.11 1141.1 121.866 194.015 1019.23 376.4 165.272 642.829 581.714 321.232
internal_count=4780 630 506 72 124 434 170 80 264 221 125
is_linear=0
shrinkage=0.06


Tree=732
num_leaves=12
num_cat=0
split_feature=98 109 59 93 94 101 79 83 86 42 15
split_gain=0.0211329 0.0847395 0.0932672 0.121168 0.1372 0.159995 0.172094 0.170659 0.168205 0.192173 0.114123
threshold=0.0062037324532866487 0.00017767510871635753 0.0063990866765379914 0.021960759535431865 0.00093549740267917525 0.0019071503775194289 0.0013146653072908523 0.057509137317538268 0.00017767510871635753 0.00075379351619631063 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 8 9 -7 -10
right_child=1 2 3 -5 5 7 -8 -9 10 -11 -12
leaf_value=6.9247904030606786e-05 -0.0021138665048434369 0.00010398220564315875 0.00045205439381670024 0.00083336416659188792 -0.006053200130770724 -0.00012837966086993893 -0.001751668170787968 0.0022971555067663285 0.0012693293515889728 -0.0058203538258300739 -0.0015630292550743888
leaf_weight=5965.4110851287842 74.758228540420532 2653.7201980352402 182.59220314025879 168.03798317909241 47.812259316444397 35.892243385314941 111.71918284893036 55.66477370262146 86.83548891544342 52.716080784797668 124.84010529518127
leaf_count=3273 37 1041 77 48 39 19 74 18 40 43 71
internal_value=0 -0.000114921 -7.24647e-05 -0.000613089 -0.000961276 -0.0014619 -0.00304086 -0.000754236 -0.00131988 -0.00351473 -0.000401113
internal_weight=0 3594.59 3519.83 866.11 698.072 515.48 159.531 355.949 300.284 88.6083 211.676
internal_count=4780 1507 1470 429 381 304 113 191 173 62 111
is_linear=0
shrinkage=0.06


Tree=733
num_leaves=12
num_cat=0
split_feature=43 4 87 69 29 50 39 63 143 9 140
split_gain=0.0209337 0.071225 0.0959989 0.0797697 0.126856 0.107601 0.104821 0.104244 0.170433 0.280021 0.270819
threshold=0.00085274505545385193 0.0005375427135732026 0.052634395658969886 0.0035485138650983576 0.0017376682371832433 0.0038949446752667431 0.0021592099219560628 0.00062670491752214741 0.0025217677466571335 0.0018488886416889729 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -5 -7 9 10 -9
right_child=1 2 -4 6 5 7 -8 8 -10 -11 -12
leaf_value=8.8989830291296489e-05 0.00025302448011058835 0.0010072497899580794 0.0021980058846652857 0.00080964990761035879 1.1859994701784881e-05 -9.1450276276682914e-05 -0.00032880192783383454 -0.0018309396949909539 -0.00099661024783577554 0.00033134538459732131 -0.0088776323878881815
leaf_weight=4769.0470374822617 1506.3874137401581 176.64471960067749 56.890729069709778 457.23820555210114 559.72167420387268 336.80513954162598 801.54937040805817 37.118198752403259 770.87543737888336 46.039424061775208 41.682482481002808
leaf_count=2626 595 79 19 164 275 124 438 20 389 17 34
internal_value=0 -8.85829e-05 -0.000245253 -0.000288318 -0.000526819 -0.000678018 8.47259e-05 -0.000991311 -0.00132967 -0.00338632 -0.00555836
internal_weight=0 4790.95 3284.57 3227.67 1968.89 1792.24 1258.79 1232.52 895.716 124.84 78.8007
internal_count=4780 2154 1559 1540 938 859 602 584 460 71 54
is_linear=0
shrinkage=0.06


Tree=734
num_leaves=12
num_cat=0
split_feature=81 140 140 89 102 71 32 23 35 86 77
split_gain=0.019559 0.0692032 0.104615 0.0507047 0.0694268 0.0666591 0.0404457 0.0298128 0.117993 0.111491 0.126804
threshold=0.027182282879948619 0.016164712607860569 0.00899649551138282 0.0010585968848317864 0.0010918468469753864 0.010829726699739696 0.0017376682371832433 0.015675474889576439 0.0095705352723598498 0.0017376682371832433 0.007706565549597145
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -6 -3 -1 9 10 -9
right_child=1 6 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-9.4297174735971293e-05 -0.0016010593783426631 -0.00019268534649283337 0.0030305539240931411 0.0018335237167424656 -0.00048047619769902807 0.0019025530910923719 -0.003120143277369895 0.00016915986981753023 -0.001350287767334601 -0.0013556565525164386 0.0014419624061775256
leaf_weight=6146.9415286779404 76.688308238983154 44.473930954933167 59.342639803886414 60.750888466835022 95.781763076782227 75.619597315788269 27.492849111557007 2321.4222931861877 180.3476345539093 150.42792356014252 320.71047532558441
leaf_count=3171 42 26 21 29 61 24 19 1044 106 109 128
internal_value=0 0.000390651 0.000723271 0.000279934 -0.0001005 0.000570879 -0.00131104 -1.88539e-05 0.000137136 0.000233196 0.000323657
internal_weight=0 440.15 368.183 308.841 248.09 171.401 71.9668 9119.85 2972.91 2792.56 2642.13
internal_count=4780 222 177 156 127 85 45 4558 1387 1281 1172
is_linear=0
shrinkage=0.06


Tree=735
num_leaves=12
num_cat=0
split_feature=124 79 11 20 141 72 128 7 50 12 19
split_gain=0.0204093 0.0740141 0.0704506 0.124248 0.0669245 0.0951729 0.0909773 0.0756811 0.0686765 0.064918 0.0609612
threshold=0.00899649551138282 0.00017767510871635753 0.0035485138650983576 0.0049928687512874612 0.0049928687512874612 0.00064626874518580746 0.012636432424187662 0.00082683752407319855 0.0010918468469753864 0.0053125319536775359 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 10 6 -6 -3 -7 -9 -5 -4
right_child=1 2 3 9 5 7 -8 8 -10 -11 -12
leaf_value=-3.6519833047261321e-05 -0.0016197987566827026 -0.00088288902335378959 -0.00036856783894285413 0.004758066206193113 0.0040428033103923552 -0.0021433616906320961 0.00062538786847310098 0.0027108054752957972 6.468231573520655e-05 0.0014254389144389974 0.0011093620852523924
leaf_weight=8146.3341470956802 75.305108428001404 398.04585886001587 181.41634547710419 39.387816190719604 29.580173254013062 34.848581314086914 225.55073869228363 52.873325228691101 106.29353034496307 45.178055286407471 225.18615210056305
leaf_count=3829 58 287 124 15 7 25 160 26 73 30 146
internal_value=0 0.000210448 0.00031343 0.000885149 -1.80305e-05 0.00087255 -0.000337355 0.000389204 0.000943693 0.00297766 0.000449945
internal_weight=0 1413.67 1338.36 491.168 847.192 223.596 623.597 194.015 159.167 84.5659 406.602
internal_count=4780 951 893 315 578 131 447 124 99 45 270
is_linear=0
shrinkage=0.06


Tree=736
num_leaves=12
num_cat=0
split_feature=142 117 42 113 80 109 80 109 123 26 69
split_gain=0.0186005 0.0946147 0.0668903 0.143622 0.137357 0.117052 0.110665 0.108477 0.0829597 0.0623974 0.136898
threshold=0.0062037324532866487 0.0019672545604407792 0.00060774214216507982 0.0014881226234138014 0.0019672545604407792 0.00747153488919139 0.01884530205279589 0.004017772153019906 0.00038414125447161501 0.007706565549597145 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 -2 -5 -9 10 -3
right_child=1 9 3 7 5 -7 -8 8 -10 -11 -12
leaf_value=-6.3191094993709186e-05 -0.00096695146438331226 -0.00039569079684519386 0.0047054135163380178 0.0023120769876401122 -0.00049696135080966233 0.0028327327023453682 0.0024030625509483448 -0.0025823470804568057 0.0009162080834522828 -0.0019273116809886014 0.00043390715291559287
leaf_weight=6088.8317955732346 136.05599689483643 1443.4100542068481 61.090426206588745 45.335299730300903 68.810745000839233 84.905409216880798 47.265379428863525 62.341430425643921 40.091940522193909 60.750888466835022 1421.1104665994644
leaf_count=2990 87 780 19 13 39 35 18 44 19 29 707
internal_value=0 0.000110845 0.000835982 0.00130825 0.00229869 0.0013422 -9.80676e-05 -0.00013153 -0.00121303 -2.44764e-05 1.58791e-05
internal_weight=0 3471.17 545.897 362.575 214.807 153.716 183.321 147.769 102.433 2925.27 2864.52
internal_count=4780 1790 274 169 93 74 105 76 63 1516 1487
is_linear=0
shrinkage=0.06


Tree=737
num_leaves=12
num_cat=0
split_feature=29 50 101 19 96 78 93 109 61 87 140
split_gain=0.0184153 0.107693 0.123788 0.0766474 0.0543229 0.0546317 0.0673738 0.0499843 0.0616863 0.0423126 0.0361146
threshold=0.04673989117145539 0.05109804309904576 0.0060143163427710542 0.0046923852059990176 0.0020932231564074759 0.000490355829242617 0.0033348383149132137 0.024810968898236755 0.0021592099219560628 0.0010263677686452868 0.011880517937242987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 5 -2 -7 8 -6 -3 -1
right_child=1 9 -4 -5 7 6 -8 -9 -10 -11 -12
leaf_value=6.1992551361516053e-05 0.00090719132968061051 0.0028449586847741439 -0.0026551741082945905 -0.0017434140472452103 0.0019713844334010642 -0.0033692807373717666 0.00032293364188116429 0.002774915157357958 -0.00055603481080123427 0.00076451695898782288 -0.00019524438011553921
leaf_weight=6055.5668048858643 69.67211377620697 68.263865113258362 60.411350727081299 58.481271028518677 66.51607871055603 34.3267502784729 36.935905456542969 55.84706699848175 72.82814884185791 72.64585554599762 2908.5046209096909
leaf_count=3141 26 18 39 34 20 28 13 25 32 25 1379
internal_value=0 0.000322974 -0.00012588 0.000261335 0.000610134 -0.000287528 -0.00145558 0.00125828 0.000650431 0.00177239 -2.14712e-05
internal_weight=0 595.928 455.019 394.607 336.126 140.935 71.2627 195.191 139.344 140.91 8964.07
internal_count=4780 260 217 178 144 67 41 77 52 43 4520
is_linear=0
shrinkage=0.06


Tree=738
num_leaves=12
num_cat=0
split_feature=145 23 21 124 63 150 142 51 131 100 143
split_gain=0.0199764 0.0740193 0.0645982 0.0710805 0.104312 0.131675 0.101066 0.152886 0.0753849 0.0950208 0.0687487
threshold=0.00044738779251929378 0.036783467978239066 0.0037758676335215573 0.0015349716995842757 0.00244467705488205 0.0046923852059990176 0.011519505176693203 0.0026012937305495147 0.0015349716995842757 0.0018488886416889729 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 6 7 -6 9 -5 -1
right_child=-2 -3 -4 8 5 -7 -8 -9 -10 -11 -12
leaf_value=0.00060443277326999178 -3.8905427644428429e-05 -0.00198440199676249 -0.001534432610465904 -0.00033450942632491572 -0.0045039854347369108 0.001348643476839979 0.00050932394269083533 -8.5804263123733489e-05 0.00058571703680122377 -0.0031492766674672706 0.0018363100192341402
leaf_weight=546.50055634975433 7958.6168776750565 54.281573891639709 68.28891396522522 173.87831997871399 60.411350727081299 101.70419776439667 66.176540970802307 52.873325228691101 187.36382901668549 57.437608957290649 232.46673774719238
leaf_count=182 4039 34 42 111 39 35 30 26 122 40 80
internal_value=0 0.000193354 0.000269762 0.000353077 0.000614492 -0.000376151 -0.00135363 -0.00244189 -0.000308849 -0.00103344 0.000972061
internal_weight=0 1601.38 1547.1 1478.81 1060.13 281.165 179.461 113.285 418.68 231.316 778.967
internal_count=4780 741 707 665 392 130 95 65 273 151 262
is_linear=0
shrinkage=0.06


Tree=739
num_leaves=12
num_cat=0
split_feature=95 0 91 105 102 37 120 112 127 21 11
split_gain=0.0215449 0.119569 0.128681 0.170691 0.186563 0.0953662 0.106008 0.134351 0.0978996 0.0930831 0.0821849
threshold=0.0072436286136507997 0.0010918468469753864 0.0035485138650983576 0.0019672545604407792 0.00017767510871635753 0.0020932231564074759 0.0014427106943912806 0.00073092587990686308 0.00017767510871635753 0.00087947337306104611 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3 7 10 -9 -6 -7
right_child=1 5 -4 -5 9 6 -8 8 -10 -11 -12
leaf_value=-3.9344496108292097e-05 -0.0046928392462127939 0.00080709889756169046 -0.0039159408757019837 0.001747723715353116 0.001175211818972687 -0.00085079458237209801 0.0020646677959340887 -0.00058652605079395452 -0.0045198640666490181 -0.0026260404518422221 0.0014549009316214727
leaf_weight=8028.2138448953629 47.629966020584106 865.19885408878326 43.430268883705139 87.175026655197144 66.698372006416321 148.68013715744019 56.890729069709778 42.543851256370544 49.038214683532715 35.552705645561218 88.947861909866333
leaf_count=3993 32 394 32 30 27 111 19 21 40 29 52
internal_value=0 0.000206208 -0.000913451 -0.000363374 -0.00159125 0.000457186 -0.000326921 -0.000740211 -0.00269266 -0.000146484 1.22632e-05
internal_weight=0 1531.79 280.486 237.056 149.881 1251.3 386.101 329.21 91.5821 102.251 237.628
internal_count=4780 787 150 118 88 637 243 224 61 56 163
is_linear=0
shrinkage=0.06


Tree=740
num_leaves=12
num_cat=0
split_feature=95 108 88 146 52 146 81 148 87 141 110
split_gain=0.0190371 0.0797889 0.122015 0.0597601 0.103933 0.113413 0.106911 0.0804884 0.0785877 0.0739042 0.165419
threshold=0.0072436286136507997 0.00073092587990686308 0.00080172589514404546 0.0028552538715302949 0.0015349716995842757 0.0046923852059990176 0.0015833032084628942 0.00087947337306104611 0.0022975050378590827 0.0016331639490090313 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 6 8 -5 -7 -6 -3 -11
right_child=1 3 -4 4 5 7 -8 -9 -10 10 -12
leaf_value=-3.6983824390293601e-05 -0.0047951366377932793 -0.0011268990176187303 0.0009598110034944959 0.0038100417359707129 0.0021616762706126919 -0.0028284690991932952 0.00090755831417367334 -5.5599992668991834e-05 -0.00088814440731227245 -0.00064471239673191791 0.003495881386398155
leaf_weight=8028.2138448953629 28.196973443031311 209.58827006816864 25.040938377380371 56.368898034095764 137.59644114971161 40.274233818054199 241.07347416877747 586.35315454006195 39.048278450965881 119.2321594953537 49.013165831565857
leaf_count=3993 23 123 17 22 54 26 111 307 25 63 16
internal_value=0 0.000193835 -0.00208824 0.000276006 0.000499493 0.000144712 0.00145761 -0.000233816 0.0014875 -0.000375062 0.000561524
internal_weight=0 1531.79 53.2379 1478.55 1100.71 803.272 297.442 626.627 176.645 377.834 168.245
internal_count=4780 787 40 747 545 412 133 333 79 202 79
is_linear=0
shrinkage=0.06


Tree=741
num_leaves=12
num_cat=0
split_feature=37 20 35 12 14 23 82 98 14 4 147
split_gain=0.0194901 0.069469 0.0821564 0.131069 0.134483 0.224237 0.133025 0.104028 0.0745521 0.0761321 0.0737489
threshold=0.0011261500185355546 0.000490355829242617 0.00017767510871635753 0.0045489775948226461 0.00062670491752214741 0.036783467978239066 0.0049928687512874612 0.0026833302108570938 0.0010585968848317864 0.0019672545604407792 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 10 6 8 -2 -6 -10 -4
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-5.9275514372708263e-05 -0.0014247173301132853 0.00031793978204211108 -0.0010259774516911571 0.00070074709442307195 -0.0024780992611551731 0.0034698426911492441 -0.0037523722903495906 0.0017733963010979144 -0.00080593002191753924 0.0015578872375910224 -0.0031413949778595551
leaf_weight=6464.9997024536133 51.12553882598877 2110.6762629747391 114.66787576675415 218.87408196926117 47.108134984970093 49.534996867179871 48.855921387672424 129.01475358009338 118.52803516387939 83.67945384979248 122.93507444858551
leaf_count=3105 28 1153 49 134 35 13 33 47 59 34 90
internal_value=0 0.000123818 -0.000292436 -0.000551872 -0.00102028 -0.000268467 -0.000889509 0.000865741 -0.000328502 0.000172288 -0.00212049
internal_weight=0 3095 984.324 804.184 585.309 347.707 298.172 180.14 249.316 202.207 237.603
internal_count=4780 1675 522 447 313 174 161 75 128 93 139
is_linear=0
shrinkage=0.06


Tree=742
num_leaves=12
num_cat=0
split_feature=1 61 95 53 62 28 60 108 51 60 99
split_gain=0.0201207 0.0993391 0.125323 0.140113 0.176488 0.139913 0.111079 0.116528 0.148096 0.109468 0.105814
threshold=0.00039601318712811922 0.0014881226234138014 0.011169348377734424 0.0072436286136507997 0.00017767510871635753 0.00039601318712811922 0.00039601318712811922 0.0087224207818508166 0.0030382014811038975 0.00073092587990686308 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 10 -8 -3
right_child=-2 6 -4 4 5 -7 9 -9 -10 -11 -12
leaf_value=0.00020467671197791653 -6.460219857898907e-05 -0.00087115691756358825 -0.0023797439213021619 -0.00025990507105729058 -0.0057677650539599877 -0.0012674289845185491 0.0022003632502892545 0.00066345112026944058 0.00095588614168234031 0.00054034060842068096 -0.0040580273062481272
leaf_weight=1197.2824654579163 6164.4945392608643 337.03753054141998 91.582065939903259 221.98001933097839 45.178055286407471 55.325235962867737 200.09511601924896 544.59552550315857 158.95951342582703 501.26545202732086 42.204313516616821
leaf_count=521 3223 179 61 92 30 28 81 201 68 265 31
internal_value=0 0.000117284 -0.000224208 -9.43139e-05 -0.00120438 -0.00329041 0.000425701 4.46814e-05 -0.00058144 0.00101394 -0.00122581
internal_weight=0 3395.51 1611.35 1519.77 322.483 100.503 1784.16 1082.8 538.201 701.361 379.242
internal_count=4780 1557 732 671 150 58 825 479 278 346 210
is_linear=0
shrinkage=0.06


Tree=743
num_leaves=12
num_cat=0
split_feature=145 23 20 44 61 49 70 93 100 75 42
split_gain=0.01852 0.0681458 0.101795 0.0818614 0.057596 0.0617829 0.0732949 0.147846 0.151674 0.131384 0.0961307
threshold=0.00044738779251929378 0.022641776129603389 0.00080172589514404546 0.00057154725072905432 0.0030382014811038975 0.0005375427135732026 0.00082683752407319855 0.0058306583669036635 0.0018488886416889729 0.00017767510871635753 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 9 -9 -1 -11
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 10 -12
leaf_value=0.001722743151407326 -3.7460327563254018e-05 -0.00022411354955766941 0.0011541270203861021 -0.0039999266891902986 -0.0011065419990560225 -0.00080089843937035127 0.0010569002843969341 -2.5173758894906712e-05 -0.0034158778955783215 0.00025806471773648544 -0.0029631753168040537
leaf_weight=234.396817445755 7958.6168776750565 36.414074420928955 45.517593026161194 47.812259316444397 97.529549479484558 138.16836988925934 545.29964983463287 136.52773022651672 72.82814884185791 207.136359333992 39.752402782440186
leaf_count=85 4039 16 20 39 59 99 205 36 32 121 29
internal_value=0 0.000186172 -0.00113202 -0.00236751 0.000302388 0.000402389 0.000536907 0.000126343 -0.00120469 0.000705333 -0.000260598
internal_weight=0 1601.38 129.744 84.2263 1471.64 1374.11 1235.94 690.641 209.356 481.286 246.889
internal_count=4780 741 75 55 666 607 508 303 68 235 150
is_linear=0
shrinkage=0.06


Tree=744
num_leaves=12
num_cat=0
split_feature=14 95 37 52 70 35 116 29 117 71 101
split_gain=0.0185883 0.061935 0.0764553 0.0813589 0.10805 0.124213 0.114623 0.0879733 0.0794661 0.0759916 0.0745334
threshold=0.00040826165059115743 0.0072436286136507997 0.0020932231564074759 0.0042751494329422721 0.00093549740267917525 0.011169348377734424 0.0026833302108570938 0.0053125319536775359 0.0049928687512874612 0.037906534969806678 0.14610802382230761
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 4 5 -3 7 -6 -5 -4 -2
right_child=1 2 9 8 6 -7 -8 -9 -10 -11 -12
leaf_value=0.00011426838934957439 -0.00012425825189113976 -0.0022307364371972468 -3.4127947532851098e-05 -0.0018120849335000492 0.0014995801002499331 0.0017355962345080951 0.00053812966112855114 0.0042691184111187507 0.00048867416551177597 -0.0026732092070719557 -0.0023958557856955079
leaf_weight=3336.3769466876984 5103.0857774019241 58.663564324378967 300.83079826831818 69.514869332313538 80.705712080001831 55.142942667007446 130.60529553890228 84.540822625160217 242.8212605714798 45.178055286407471 52.533787488937378
leaf_count=1406 2782 41 194 43 35 21 62 21 109 30 36
internal_value=0 -6.12573e-05 0.000354607 0.000706042 0.00126219 -0.00030892 0.00186655 0.00291649 -2.33927e-05 -0.00037871 -0.000147405
internal_weight=0 6223.62 1068 721.994 409.658 113.807 295.852 165.247 312.336 346.009 5155.62
internal_count=4780 3374 556 332 180 62 118 56 152 224 2818
is_linear=0
shrinkage=0.06


Tree=745
num_leaves=12
num_cat=0
split_feature=144 92 52 115 136 95 116 102 75 11 141
split_gain=0.0193707 0.0914887 0.152814 0.096677 0.0756891 0.0652734 0.0644239 0.0765657 0.0615088 0.0874785 0.080359
threshold=0.0038949446752667431 0.021960759535431865 0.0037758676335215573 0.00244467705488205 0.00038414125447161501 0.0014881226234138014 0.0049928687512874612 0.00073092587990686308 0.0054799309000372895 0.020658296532928947 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 6 5 -4 7 -2 -1 -10 -11
right_child=1 2 4 -5 -6 -7 -8 -9 9 10 -12
leaf_value=2.5271706950835311e-05 -5.7568627403398442e-05 -0.00030725922644075497 0.0027081175006361913 0.00019220822956941158 0.0040433799605954952 -0.00028643547970584176 0.00061702873951725292 -0.0026398977197072374 -0.00063292226840519115 -0.00031548040997661633 0.0034480259964852684
leaf_weight=6735.8996435403824 65.13287889957428 146.04593312740326 59.342639803886414 1238.7186542749405 60.568595170974731 46.925841689109802 57.255315661430359 113.12743151187897 954.68664455413818 44.656224250793457 37.640029788017273
leaf_count=2956 36 102 21 822 22 28 33 82 628 33 17
internal_value=0 0.000178119 0.00110998 -1.96538e-05 0.0023506 0.00138579 -0.00113396 -0.00169636 -4.09525e-05 -0.000471123 0.00140584
internal_weight=0 1787.12 312.883 1474.23 166.837 106.268 235.516 178.26 7772.88 1036.98 82.2963
internal_count=4780 1146 173 973 71 49 151 118 3634 678 50
is_linear=0
shrinkage=0.06


Tree=746
num_leaves=12
num_cat=0
split_feature=112 136 143 92 136 143 91 11 88 28 105
split_gain=0.0200999 0.0756525 0.0893387 0.106341 0.139942 0.10052 0.132915 0.124195 0.147945 0.121696 0.118963
threshold=0.00050559637020342063 0.0015349716995842757 0.014740333426743748 0.00017767510871635753 0.00017767510871635753 0.01884530205279589 0.00066645268816500913 0.0030382014811038975 0.00064626874518580746 0.00039601318712811922 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -7 9 -9 -8
right_child=-2 -3 3 4 -6 7 10 8 -10 -11 -12
leaf_value=-0.00011303854693227948 -9.7445796192881644e-05 0.00087149720877428285 -0.00060062996309247641 0.0042743083521783109 -0.00095926066580948087 -0.0013582855943370391 -0.0013295073231665594 0.0037360305058411212 -0.00021100555300832707 0.00038647922195600236 0.0023567666755805834
leaf_weight=3955.8851886987686 4240.3165416717529 399.71849870681763 228.1598938703537 77.549677014350891 123.63919878005981 84.930458068847656 45.882179617881775 101.70419776439667 138.16836988925934 63.385092496871948 100.66053569316864
leaf_count=2295 1698 213 145 29 94 59 34 35 99 38 41
internal_value=0 7.7674e-05 1.31805e-05 0.000531092 0.000881964 0.00125377 0.0022656 0.000669657 0.0012376 0.00244999 0.0012026
internal_weight=0 5319.68 4919.96 964.08 735.92 612.281 224.092 388.188 303.258 165.089 146.543
internal_count=4780 3082 2869 574 429 335 104 231 172 73 75
is_linear=0
shrinkage=0.06


Tree=747
num_leaves=12
num_cat=0
split_feature=114 133 133 124 84 72 104 108 121 45 20
split_gain=0.0201026 0.046335 0.0405039 0.0402342 0.0375048 0.0656017 0.0549928 0.0424407 0.0412183 0.0289811 0.0646881
threshold=0.013860232196748258 0.0062037324532866487 0.0087224207818508166 0.00747153488919139 0.0060143163427710542 0.00082683752407319855 0.0042751494329422721 0.015200819820165636 0.00064626874518580746 0.0022975050378590827 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 9 6 -6 8 -7 10 -1
right_child=1 2 -4 -5 5 7 -8 -9 -10 -11 -12
leaf_value=-0.0002328678903774788 -0.0013601567813021972 0.0019584041386885779 0.00015674018289522324 0.00022242652646994697 -0.00057892110004548517 -0.00020793942447006918 -0.0037528696060299747 0.00091730712670148569 -0.0030777176181420681 8.3453148143701952e-05 0.00064174146745592242
leaf_weight=2962.4466570615768 66.201589822769165 98.390918254852295 82.660840630531311 457.41354751586914 38.865985155105591 67.949376225471497 39.752402782440186 80.183881044387817 24.519107341766357 5302.3083784580231 339.30714797973633
leaf_count=1423 54 46 64 332 18 52 29 38 20 2530 174
internal_value=0 0.000308432 0.00113584 2.23377e-05 -2.45436e-05 -0.000747102 -0.00218379 -9.28976e-05 -0.000968895 -3.4422e-06 -0.000142988
internal_weight=0 704.667 181.052 523.615 8855.33 251.271 78.6184 172.652 92.4685 8604.06 3301.75
internal_count=4780 496 110 386 4284 157 47 110 72 4127 1597
is_linear=0
shrinkage=0.06


Tree=748
num_leaves=12
num_cat=0
split_feature=51 107 32 21 110 34 0 51 58 70 38
split_gain=0.018483 0.0777729 0.0773075 0.0817943 0.0744655 0.0911362 0.068849 0.0601148 0.121317 0.110585 0.0631953
threshold=0.013032016810029747 0.0045489775948226461 0.00017767510871635753 0.00099512818269431613 0.0014881226234138014 0.04273676127195359 0.0066005610860884198 0.016164712607860569 0.021960759535431865 0.00073092587990686308 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 -4 5 -5 -6 9 -9 -2 -11
right_child=1 2 3 4 6 -7 -8 8 -10 10 -12
leaf_value=-2.9007553785369465e-05 0.0022344334211384961 -0.00080677412933803194 0.0031455344532766855 -0.0018061375200279549 0.0032160633332218003 0.0020257495408253019 0.00045173335531665826 -0.00021642119025999348 -0.0037761119640313183 0.00080631465875842555 -0.0026484067644764581
leaf_weight=8528.907368183136 91.557017087936401 73.714566469192505 70.715775847434998 62.863261461257935 61.090426206588745 34.666288018226624 69.150282740592957 453.68558371067047 37.30049204826355 39.570109486579895 36.778661012649536
leaf_count=4213 37 43 20 41 19 18 29 281 27 22 30
internal_value=0 0.000239942 0.000933264 0.00136299 0.00080956 -0.000444116 0.00174836 -0.000151708 -0.000486853 0.000828317 -0.000857891
internal_weight=0 1031.09 372.201 298.486 227.77 97.5295 130.241 658.892 490.986 167.906 76.3488
internal_count=4780 567 170 127 107 59 48 397 308 89 52
is_linear=0
shrinkage=0.06


Tree=749
num_leaves=12
num_cat=0
split_feature=61 54 108 122 150 123 147 124 114 34 128
split_gain=0.0186871 0.115014 0.107295 0.0984807 0.109246 0.0969268 0.0899167 0.0857318 0.0818375 0.119015 0.0817081
threshold=0.00064626874518580746 0.00017767510871635753 0.044033329933881767 0.000490355829242617 0.0032328735105693345 0.00093549740267917525 0.0033348383149132137 0.0038949446752667431 0.0016846025246195497 0.0030382014811038975 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 8 7 10 9 -5 -3
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00049122973013329544 -5.2692993426483717e-05 0.00094459490528907568 -0.0021294778335226015 -0.0053435211895716869 0.00086059030716918532 0.00055733950224045518 -6.9980551178947214e-05 -0.0010262647531205787 -0.00046682290215382884 -0.00089119072881455323 0.0029581875922511242
leaf_weight=761.92916321754456 6855.1860955953598 943.14511787891388 59.524933099746704 47.629966020584106 142.8398003578186 70.740824699401855 426.01044130325317 73.192735433578491 61.637306094169617 39.570109486579895 78.593339085578918
leaf_count=368 3574 300 28 32 48 44 255 46 40 22 23
internal_value=0 0.000133547 0.000378562 0.000457831 -0.000430985 -0.00127118 0.000669622 0.000957383 -0.00214026 -0.00332312 0.00109948
internal_weight=0 2704.81 1942.88 1883.36 362.418 219.578 1520.94 1094.93 148.837 87.2001 1021.74
internal_count=4780 1206 838 810 186 138 624 369 94 54 323
is_linear=0
shrinkage=0.06


Tree=750
num_leaves=12
num_cat=0
split_feature=1 61 95 70 92 143 53 34 109 25 110
split_gain=0.019691 0.0868573 0.107929 0.104281 0.0825719 0.0729325 0.0981693 0.14708 0.122972 0.118771 0.0978117
threshold=0.00039601318712811922 0.0014881226234138014 0.011169348377734424 0.0056525857653468856 0.00068727668258361529 0.00057154725072905432 0.0072436286136507997 0.010180860292166473 0.0026012937305495147 0.0026833302108570938 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 8 10 -7 -10 -8
right_child=-2 -3 3 -5 -6 6 7 -9 9 -11 -12
leaf_value=0.00069232483950667676 -6.3908693260283976e-05 0.00040441543809159906 -0.0061380221799435244 0.00022008862000368298 -0.0014381845305177791 -0.00091873853826345117 -0.0029666797234100062 -0.0040208944727651019 0.0010236619945984664 -0.0010357139265550637 3.7379079498341675e-05
leaf_weight=339.4393435716629 6164.4945392608643 1784.1574510335922 28.196973443031311 37.640029788017273 25.745062708854675 327.41218090057373 49.560045719146729 56.211653590202332 432.19726717472076 131.49171316623688 183.45357191562653
leaf_count=133 3223 825 23 17 21 178 37 39 147 73 64
internal_value=0 0.000116025 -0.000203293 -0.00220366 -0.00389492 -8.27498e-05 -0.000305647 -0.00126612 6.09351e-06 0.000543271 -0.000601559
internal_weight=0 3395.51 1611.35 91.5821 53.942 1519.77 1180.33 289.225 891.101 563.689 233.014
internal_count=4780 1557 732 61 44 671 538 140 398 220 101
is_linear=0
shrinkage=0.06


Tree=751
num_leaves=12
num_cat=0
split_feature=144 132 88 107 2 107 3 24 112 63 117
split_gain=0.0196124 0.0686844 0.149965 0.125835 0.136121 0.115089 0.0727813 0.0722253 0.0642181 0.0641544 0.0612339
threshold=0.00070876078098081063 0.00043393640953581786 0.0062037324532866487 0.015675474889576439 0.00040826165059115743 0.0079489401541650313 0.0015833032084628942 0.002945306478068233 0.00082683752407319855 0.00062670491752214741 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 8 -1 -8 9 -3 -4
right_child=-2 2 10 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-3.8101978711000915e-05 9.7260957247409283e-05 -0.0030778994667725996 7.7101831162512709e-05 0.00090293896385019556 0.00048940197831684462 -0.0058344205760374 0.0025414465931372972 -0.00069589438060931096 -0.0034341645903629126 -0.0006768231809750558 0.0032011368255634998
leaf_weight=4681.0133985280991 4191.4008147716522 53.942036151885986 48.15179705619812 90.331061720848083 88.583275318145752 28.196973443031311 77.027845978736877 36.596367716789246 66.541127562522888 155.67128276824951 42.543851256370544
leaf_count=1941 2446 44 29 36 38 23 32 23 44 103 21
internal_value=0 -7.59341e-05 -0.000696212 -0.00111636 -0.00158058 -0.00218306 -1.68124e-06 0.00149876 -0.00181023 -0.00129472 0.00154254
internal_weight=0 5368.6 573.961 483.266 392.935 304.351 4794.64 113.624 276.154 209.613 90.6956
internal_count=4780 2334 338 288 252 214 1996 55 191 147 50
is_linear=0
shrinkage=0.06


Tree=752
num_leaves=12
num_cat=0
split_feature=43 108 32 4 31 124 69 60 108 107 17
split_gain=0.0194064 0.069953 0.153978 0.100588 0.120442 0.150463 0.101219 0.0942973 0.0831521 0.0830576 0.0826574
threshold=0.00085274505545385193 0.00017767510871635753 0.00038414125447161501 0.00039601318712811922 0.0010918468469753864 0.0015349716995842757 0.0022975050378590827 0.00073092587990686308 0.0098710241727530974 0.00087947337306104611 0.074787221848964705
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 8 -6 -2 -3 -5 -11
right_child=1 3 -4 9 6 -7 -8 -9 -10 10 -12
leaf_value=8.5682031907247769e-05 -0.0055654544057736803 0.00089171007341312767 0.00054592412243391201 0.00085365815388141009 0.0021955285713352738 -0.0016309455468952779 -0.00011680333520906667 -0.0010319547169566365 -0.00070233315869748134 -0.00023317125714438452 -0.0022531376687436968
leaf_weight=4769.0470374822617 36.074536681175232 452.30933523178101 69.67211377620697 250.88111710548401 212.51191413402557 152.33295440673828 100.32099795341492 30.466590881347656 159.29905116558075 3252.4831993579865 74.6009840965271
leaf_count=2626 26 136 26 119 74 90 51 18 58 1502 54
internal_value=0 -8.52903e-05 -0.00142553 -4.60705e-05 0.000462362 5.62884e-05 0.001454 -0.00348974 0.000476527 -0.000199081 -0.000278464
internal_weight=0 4790.95 136.213 4654.74 1076.77 763.941 312.833 66.5411 611.608 3577.97 3327.08
internal_count=4780 2154 70 2084 409 284 125 44 194 1675 1556
is_linear=0
shrinkage=0.06


Tree=753
num_leaves=12
num_cat=0
split_feature=98 143 51 30 102 109 4 82 33 40 92
split_gain=0.0196848 0.0829839 0.187449 0.117564 0.120881 0.121268 0.110088 0.146037 0.103447 0.0995021 0.0992043
threshold=0.0062037324532866487 0.010180860292166473 0.0034400182776153092 0.0026833302108570938 0.0032328735105693345 0.0026012937305495147 0.0060143163427710542 0.0020292587578296666 0.0036604277556762104 0.0041444667149335155 0.017188700847327713
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7 10 -10 -4
right_child=1 2 8 -5 -6 6 -8 -9 9 -11 -12
leaf_value=6.6833234847997605e-05 2.9509017653200321e-05 0.00027844908662288985 -0.0034351069300269884 0.0017164047647720059 0.00039425614921358338 -0.0024247218750011873 -0.00049819342040739961 -0.0059069346268446716 0.002330711991474031 -0.00054359082199787216 0.0006710674419746444
leaf_weight=5965.4110851287842 2905.2803906202316 52.691031932830811 39.230571746826172 37.118198752403259 71.784486770629883 135.53416585922241 54.621111631393433 63.749679088592529 120.95489704608917 67.584789633750916 46.039424061775208
leaf_count=3273 1140 19 32 20 38 90 24 52 37 38 17
internal_value=0 -0.000110913 -0.000702762 -0.00150597 -0.00182207 -0.00234099 -0.00288458 -0.00353866 0.000516077 0.00130038 -0.00121808
internal_weight=0 3594.59 689.308 415.499 378.38 306.596 253.905 199.284 273.81 188.54 85.27
internal_count=4780 1507 367 243 223 185 166 142 124 75 49
is_linear=0
shrinkage=0.06


Tree=754
num_leaves=12
num_cat=0
split_feature=53 10 141 98 54 95 58 83 20 94 0
split_gain=0.0177966 0.0667171 0.0805058 0.0541942 0.0249985 0.0227625 0.076553 0.179127 0.101161 0.110829 0.0953751
threshold=0.12945349514484408 0.0045489775948226461 0.0018488886416889729 0.0011261500185355546 0.0072436286136507997 0.0072436286136507997 0.0045489775948226461 0.045367386192083366 0.0058306583669036635 0.0016846025246195497 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 -1 7 8 -7 -10 -8
right_child=1 2 4 -5 -6 6 10 -9 9 -11 -12
leaf_value=-5.2854335156640308e-05 -0.0016417385264092892 0.0033724210415099036 0.0006726732480806702 0.00063348708631483946 -0.0017377715824794073 -0.00018964074710874768 -0.0011079062115564428 -0.0037248963682585921 0.0034063885816262131 -0.00077889179867240337 0.0010337878930687708
leaf_weight=7867.4814962148666 40.274233818054199 55.84706699848175 28.718804478645325 48.673628091812134 33.622625946998596 735.55512273311615 87.539613246917725 47.812259316444397 61.794550538063049 36.074536681175232 516.60589420795441
leaf_count=3903 26 25 20 26 24 415 44 39 23 26 209
internal_value=0 0.000550092 0.00107912 0.00209694 -0.000627353 -1.21828e-05 0.000203238 -0.000153408 5.14826e-05 0.00186369 0.00072346
internal_weight=0 207.136 166.862 104.521 62.3414 9352.86 1485.38 881.236 833.424 97.8691 604.146
internal_count=4780 121 95 51 44 4659 756 503 464 49 253
is_linear=0
shrinkage=0.06


Tree=755
num_leaves=12
num_cat=0
split_feature=37 60 129 51 116 47 84 104 39 23 112
split_gain=0.0185498 0.0499564 0.159313 0.195105 0.118341 0.140139 0.135556 0.142178 0.13413 0.12234 0.113399
threshold=0.0011261500185355546 0.0014881226234138014 0.0021592099219560628 0.0011261500185355546 0.0092791137285530585 0.0098710241727530974 0.0013986918493174019 0.0049928687512874612 0.00052132029668428015 0.015675474889576439 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 6 7 8 -5 -10 -3
right_child=-2 2 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=3.1391589007966138e-05 0.00012079424909904133 0.00086006234357268948 0.00034212407417024104 -0.0049488596827948379 0.00018751269318352683 -0.0051233948706024702 0.00079853439405731135 -0.0055284536484612188 -0.0018570259141959971 0.0018540998584612137 -0.001709921256436915
leaf_weight=5026.625665307045 3095.0001298189163 242.29942953586578 633.51138722896576 38.526447415351868 95.781763076782227 50.264170050621033 62.316381573677063 41.682482481002808 150.40287470817566 40.613771557807922 82.975329518318176
leaf_count=2288 1675 112 390 28 61 41 20 34 85 16 30
internal_value=0 -5.7828e-05 -0.00036962 -0.000929838 -0.00169917 -0.00217001 -0.00172494 -0.00230473 -0.00171934 -0.00106797 0.000204477
internal_weight=0 6465 1438.37 804.863 479.588 383.806 333.542 271.226 229.543 191.017 325.275
internal_count=4780 3105 817 427 285 224 183 163 129 101 142
is_linear=0
shrinkage=0.06


Tree=756
num_leaves=12
num_cat=0
split_feature=142 80 96 98 53 69 29 50 32 137 110
split_gain=0.0191723 0.0709726 0.138903 0.134425 0.115162 0.0808445 0.0998924 0.111223 0.260252 0.0947936 0.144507
threshold=0.0062037324532866487 0.0016846025246195497 0.0018488886416889729 0.012636432424187662 0.0033348383149132137 0.0020292587578296666 0.04673989117145539 0.12767273932695392 0.00068727668258361529 0.00044738779251929378 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 -3 -9 10 -8
right_child=1 5 3 -5 -6 -7 9 8 -10 -11 -12
leaf_value=-6.4154891807308837e-05 0.00077561536444148579 -0.00030754987347827648 -0.0015068574638493881 0.0023844546791081515 0.0044295720709212347 0.00035249076319058149 -0.003081113788567852 -0.0051766523420119902 0.00038929327138328377 0.0017858928988724956 0.00079608493034373647
leaf_weight=6088.8317955732346 65.13287889957428 1241.5671517848969 96.485887408256531 47.787210464477539 59.342639803886414 1513.0320702791214 47.629966020584106 56.733484625816345 64.768292307853699 152.12561225891113 126.56284284591675
leaf_count=2990 36 701 65 15 21 758 32 36 22 59 45
internal_value=0 0.000112535 0.00104907 -0.000217948 0.00251761 3.39405e-05 -0.000251356 -0.000477099 -0.00220964 0.000691599 -0.000264067
internal_weight=0 3471.17 268.749 144.273 124.476 3202.42 1689.39 1363.07 121.502 326.318 174.193
internal_count=4780 1790 137 80 57 1653 895 759 58 136 77
is_linear=0
shrinkage=0.06


Tree=757
num_leaves=12
num_cat=0
split_feature=102 79 98 31 88 28 38 4 128 133 40
split_gain=0.0183796 0.0887665 0.108184 0.119446 0.114638 0.0895519 0.120388 0.227324 0.147851 0.186485 0.253508
threshold=0.0016846025246195497 0.0049928687512874612 0.02636832278221846 0.0016846025246195497 0.0034400182776153092 0.00747153488919139 0.00017767510871635753 0.00017767510871635753 0.00039601318712811922 0.0070226341485977182 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 8 -8 9 10 -1
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00021620385326154217 -9.4422667339213063e-05 -0.0019233325751236321 0.0011256975637821294 0.00032811374428129257 0.00039576013257794417 0.0010618651797659293 0.0022210799655080337 0.0001991152273795711 -0.00071684153395669176 0.0011066512320693953 -0.0018789723659100499
leaf_weight=1029.1192380189896 4178.0224524736404 337.94899702072144 121.13719034194946 215.90034019947052 99.27733588218689 374.99204921722412 242.61391842365265 1144.2268469333649 999.21762454509735 557.01232361793518 260.53151559829712
leaf_count=353 2370 214 44 135 57 162 78 488 541 194 144
internal_value=0 7.33002e-05 -0.000521133 -0.000826575 -0.00139676 0.000173187 9.44554e-05 0.000552838 -0.000128921 0.000189199 -0.000207058
internal_weight=0 5381.98 774.264 653.127 437.226 4607.71 4232.72 1386.84 2845.88 1846.66 1289.65
internal_count=4780 2410 450 406 271 1960 1798 566 1232 691 497
is_linear=0
shrinkage=0.06


Tree=758
num_leaves=12
num_cat=0
split_feature=32 92 59 93 140 148 73 47 93 63 51
split_gain=0.0184201 0.0891111 0.0985524 0.23621 0.175246 0.320527 0.266214 0.156252 0.187498 0.137869 0.13032
threshold=0.00087947337306104611 0.00017767510871635753 0.0014427106943912806 0.021960759535431865 0.076978169381618514 0.0070226341485977182 0.0053125319536775359 0.0023699469165876512 0.0014881226234138014 0.00017767510871635753 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -9 10 -4
right_child=-2 -3 9 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0025837761365512021 -9.1596169205159075e-05 0.000242141077723274 0.0026741949813167088 0.00057515078170751921 0.002167784955393914 -1.8373842122863828e-05 -0.0001177034352756134 -0.0044610641558482508 -0.010083443127854478 -0.00030396109121090173 -0.00022317033205928214
leaf_weight=77.392432570457458 4326.7095409631729 3604.7790741920471 127.60650491714478 274.62095355987549 39.387816190719604 169.49632954597473 64.611047863960266 70.401286959648132 30.648884177207947 674.91138100624084 99.434580326080322
leaf_count=46 2320 1714 39 63 15 104 39 54 25 321 40
internal_value=0 7.57286e-05 -0.000292632 -0.000812683 -0.001656 -0.00202108 -0.00341768 -0.00461255 -0.00616635 0.000126289 0.00140527
internal_weight=0 5233.29 1628.51 726.559 451.938 412.55 243.054 178.443 101.05 901.952 227.041
internal_count=4780 2460 746 346 283 268 164 125 79 400 79
is_linear=0
shrinkage=0.06


Tree=759
num_leaves=12
num_cat=0
split_feature=110 59 88 92 28 136 35 107 45 43 102
split_gain=0.0178137 0.0585265 0.110807 0.0832284 0.121033 0.0883791 0.0823124 0.0786356 0.0777509 0.0696944 0.0843742
threshold=0.00085274505545385193 0.0098710241727530974 0.00055427959887310873 0.00017767510871635753 0.0012357163941487672 0.0003614811430452392 0.0048403022810816774 0.0027679565828293566 0.0016846025246195497 0.024810968898236755 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 7 5 8 -6 -3 -5 -1 -11
right_child=-2 2 -4 4 6 -7 -8 -9 -10 10 -12
leaf_value=-8.5456829328211671e-05 -8.5777987216900217e-05 0.0009551357027578921 -0.0002230589598072957 0.0013018475218660357 -0.0015735555415759624 -9.0790385431706479e-05 0.0020883056253428317 -0.0021992167444725382 0.0038794800850381391 0.00016010643505218983 0.0021829703288292969
leaf_weight=3842.4752684831619 4559.1901813745499 83.157622814178467 371.59667181968689 64.246461272239685 56.211653590202332 40.796064853668213 36.414074420928955 43.247975587844849 122.36314570903778 230.90124464035034 109.3994677066803
leaf_count=2110 2078 37 262 25 39 23 16 25 45 89 31
internal_value=0 7.8203e-05 0.000542348 0.00117944 0.00169431 0.00243899 -0.000133963 -0.000124084 0.00299205 -1.25709e-05 0.000810414
internal_weight=0 5000.81 818.034 446.437 320.031 227.406 92.6257 126.406 186.61 4182.78 340.301
internal_count=4780 2702 472 210 148 93 55 62 70 2230 120
is_linear=0
shrinkage=0.06


Tree=760
num_leaves=12
num_cat=0
split_feature=114 24 24 108 29 128 78 50 5 11 150
split_gain=0.0182954 0.0330862 0.109964 0.10785 0.128488 0.117413 0.110034 0.100712 0.130916 0.15323 0.091093
threshold=0.013860232196748258 0.00017767510871635753 0.00047558375808876013 0.0087224207818508166 0.00017767510871635753 0.004017772153019906 0.00093549740267917525 0.00017767510871635753 0.00066645268816500913 0.004017772153019906 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 -1 10 -5 -3 -9 -10 -6
right_child=-2 2 -4 6 5 -7 -8 8 9 -11 -12
leaf_value=-0.0021502159280651716 0.00029424109962986788 0.0033860909633355121 -3.3258554537846251e-05 -0.00072365746569999121 0.0012979682350739302 -0.0019510297461637896 -0.0040238077629878837 0.0014502492034786888 -0.0030751146904076589 0.0020326777958177664 -0.0002911545010094187
leaf_weight=90.356110572814941 704.66689622402191 55.84706699848175 7636.5051050186157 120.95489704608917 292.5135018825531 74.6009840965271 52.011956453323364 206.56443059444427 59.707226395606995 32.736208319664001 233.53544867038727
leaf_count=60 496 25 3742 37 105 54 39 76 35 13 98
internal_value=0 -2.34144e-05 1.47196e-05 -0.000376136 -4.07457e-05 0.000276583 -0.00171603 0.00104721 0.00061037 -0.00126634 0.000592489
internal_weight=0 8855.33 7991.36 863.973 691.006 600.65 172.967 354.855 299.008 92.4434 526.049
internal_count=4780 4284 3891 393 317 257 76 149 124 48 203
is_linear=0
shrinkage=0.06


Tree=761
num_leaves=12
num_cat=0
split_feature=28 71 98 140 86 23 71 43 45 34 18
split_gain=0.0198577 0.0523688 0.0869558 0.126845 0.0967204 0.0988249 0.0942042 0.10154 0.0750651 0.0714681 0.0731252
threshold=0.0020292587578296666 0.004017772153019906 0.0051502294372767219 0.01884530205279589 0.0013986918493174019 0.0031340263085439806 0.030689206905663017 0.010180860292166473 0.0016846025246195497 0.0012745757703669371 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 9 5 8 -5 -8 -3 -4 -11
right_child=1 2 3 6 -6 -7 7 -9 -10 10 -12
leaf_value=-4.9433106437829219e-05 -0.00025316247626185794 0.00047360573987018654 -0.0015289023759975308 -0.00013447450362644533 -0.00030439432402454351 0.0013784430971450273 -0.0051474417452179828 -0.00080029416702589464 -0.0032552403433313633 0.0014097004520105744 -0.00013060477044761942
leaf_weight=7205.3835000991821 773.81717896461487 57.255315661430359 68.810745000839233 71.080362439155579 239.89761650562286 586.12076354026794 42.204313516616821 35.709950089454651 29.422928810119629 198.16503632068634 252.13212132453918
leaf_count=3452 525 33 39 34 158 252 31 12 24 76 144
internal_value=0 0.000151271 0.000349245 -0.000170876 0.000729978 0.0010988 -0.00171403 -0.00315504 -0.000792151 0.000272041 0.000547247
internal_weight=0 2354.62 1580.8 668.103 912.697 672.799 148.995 77.9143 86.6782 519.108 450.297
internal_count=4780 1328 803 336 467 309 77 43 57 259 220
is_linear=0
shrinkage=0.06


Tree=762
num_leaves=12
num_cat=0
split_feature=144 60 68 62 93 23 112 117 101 87 22
split_gain=0.019455 0.08075 0.130892 0.150587 0.252389 0.158466 0.131842 0.14269 0.12262 0.1141 0.234008
threshold=0.00070876078098081063 0.00085274505545385193 0.0058306583669036635 0.0023699469165876512 0.0011261500185355546 0.059226244688034065 0.0033348383149132137 0.12087306752800943 0.018276390619575981 0.016164712607860569 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 -4 6 7 -6 9 -1 -11
right_child=-2 2 3 -5 5 -7 -8 -9 -10 10 -12
leaf_value=0.00020093739051299384 9.6869945870810126e-05 -6.7929516909033283e-05 -0.0001413958149780021 0.00079632587546997859 -0.0060256826835028733 0.00030938284148987943 -0.0013751273765565941 -0.0011580373295919408 -0.0023302426501662804 -0.0042837131544020699 0.0004796390543027277
leaf_weight=3471.7608194351196 4191.4008147716522 1155.5178850889206 189.45115315914154 105.90389490127563 98.07642936706543 39.387816190719604 52.691031932830811 27.83238685131073 74.418690800666809 62.863261461257935 90.695648312568665
leaf_count=1352 2446 576 110 35 80 15 19 9 47 41 50
internal_value=0 -7.56288e-05 -0.0004221 -0.00121933 -0.00174325 -0.0031354 -0.00389511 -0.00494968 8.0656e-05 0.000130146 -0.00147036
internal_weight=0 5368.6 1668.86 513.343 407.439 217.988 178.6 125.909 3699.74 3625.32 153.559
internal_count=4780 2334 844 268 233 123 108 89 1490 1443 91
is_linear=0
shrinkage=0.06


Tree=763
num_leaves=12
num_cat=0
split_feature=71 73 52 54 116 54 72 19 72 102 19
split_gain=0.0174179 0.0732157 0.17349 0.229299 0.107596 0.0996274 0.0980408 0.103471 0.199231 0.238337 0.11737
threshold=0.045367386192083366 0.0023699469165876512 0.012636432424187662 0.0014881226234138014 0.0016846025246195497 0.0035485138650983576 0.013032016810029747 0.004017772153019906 0.0014881226234138014 0.0014427106943912806 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 5 -5 7 10 -9 -10 -2
right_child=1 2 -4 4 -6 -7 -8 8 9 -11 -12
leaf_value=-4.4106019782181875e-05 -0.00028452103269022665 -0.0029904529766745765 -0.0036423387532486359 0.0030919489490590824 -0.00078195767657120564 0.00039549755747451395 0.0023204670871176452 0.00051421081053875533 -0.00065887036403909172 -0.0050754676886429432 0.0010358805144048545
leaf_weight=7373.1932871341705 372.33279633522034 79.322512269020081 56.211653590202332 80.34112548828125 126.58789169788361 127.78879821300507 84.723115921020508 332.24085581302643 174.19280886650085 58.845857620239258 694.21912932395935
leaf_count=3952 129 51 39 21 69 46 28 110 77 48 210
internal_value=0 0.000148711 -0.000514592 -8.99569e-05 0.000597412 0.00143637 0.000330423 0.000227102 -0.000429166 -0.00177413 0.000574929
internal_weight=0 2186.81 470.252 414.04 334.718 208.13 1716.55 1631.83 565.28 233.039 1066.55
internal_count=4780 828 226 187 136 67 602 574 235 125 339
is_linear=0
shrinkage=0.06


Tree=764
num_leaves=12
num_cat=0
split_feature=112 136 118 43 96 29 62 143 136 127 28
split_gain=0.0192808 0.0682012 0.0843572 0.0873616 0.0809386 0.0870885 0.126675 0.0747605 0.115559 0.0841179 0.0924745
threshold=0.00050559637020342063 0.0015349716995842757 0.0038949446752667431 0.00055427959887310873 0.018276390619575981 0.021960759535431865 0.0010585968848317864 0.014740333426743748 0.00017767510871635753 0.00039601318712811922 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 6 -5 -1 9 -9 -11
right_child=-2 2 -4 4 -6 -7 -8 8 -10 10 -12
leaf_value=-0.00010062283871664525 -9.5439469830567279e-05 -0.0011107474960167125 0.0023445116143422438 -0.002774061706071777 0.0033835569767686172 0.0025423329700683473 0.0013442660769672464 0.00024479024192424094 -0.0010380410689074609 0.0027697509682205286 0.00073583968174285375
leaf_weight=3955.8851886987686 4240.3165416717529 100.86787784099579 99.434580326080322 49.038214683532715 42.361557960510254 48.491334795951843 59.524933099746704 466.28467512130737 150.61021685600281 126.74513614177704 220.43957507610321
leaf_count=2295 1698 72 40 40 14 19 28 281 116 52 125
internal_value=0 7.60747e-05 0.000829791 0.000328214 0.00105606 0.000428281 -0.000515992 1.48397e-05 0.000488614 0.000771268 0.00147835
internal_weight=0 5319.68 399.718 300.284 199.416 157.054 108.563 4919.96 964.08 813.469 347.185
internal_count=4780 3082 213 173 101 87 68 2869 574 458 177
is_linear=0
shrinkage=0.06


Tree=765
num_leaves=12
num_cat=0
split_feature=73 114 132 147 131 94 128 59 58 5 112
split_gain=0.018955 0.054709 0.0770135 0.102002 0.126264 0.0788313 0.0655082 0.0592093 0.0557342 0.0554264 0.0648429
threshold=0.007706565549597145 0.0005893622583243997 0.00043393640953581786 0.011169348377734424 0.00040826165059115743 0.00080172589514404546 0.0070226341485977182 0.0044099434744566688 0.0011615398107096555 0.010829726699739696 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 8 -7 -6 -5 -4 -11
right_child=1 2 9 5 7 6 -8 -9 -10 10 -12
leaf_value=-4.0588835643934182e-05 -0.0019022726175365039 0.0035598044246354724 -8.0613855002370507e-05 -0.00016883761353069602 -0.00059550323295130814 -0.00060828983006419363 0.0023209794848173325 0.002015744359339754 -0.0038035211245067645 -0.00034782713606198681 0.0030397158967207316
leaf_weight=7767.2745963335037 44.473930954933167 89.966475129127502 1279.2252790927887 32.918501615524292 67.402496337890625 55.507529258728027 54.438818335533142 58.298977732658386 28.196973443031311 36.778661012649536 45.517593026161194
leaf_count=3626 26 22 903 20 31 35 17 27 23 30 20
internal_value=0 0.000175858 0.000228724 0.000975931 0.00184376 -0.000118197 0.000842108 0.000615565 -0.00184578 1.6485e-05 0.0015258
internal_weight=0 1792.73 1748.25 386.73 215.668 171.062 109.946 125.701 61.1155 1361.52 82.2963
internal_count=4780 1154 1128 175 80 95 52 58 43 953 50
is_linear=0
shrinkage=0.06


Tree=766
num_leaves=12
num_cat=0
split_feature=23 133 121 30 71 18 131 133 51 129 17
split_gain=0.019344 0.0768755 0.120159 0.0995083 0.141151 0.108333 0.0872323 0.0868158 0.0923132 0.0861977 0.142047
threshold=0.0056525857653468856 0.0079489401541650313 0.029773407615721229 0.00057154725072905432 0.0013560238294303419 0.00017767510871635753 0.00040826165059115743 0.01884530205279589 0.00096484774257987748 0.0028552538715302949 0.014740333426743748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 6 7 -3 8 -6 10 -1
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00025149395073403445 -6.2644161751117876e-05 -0.0028806598867333246 -0.0026512108164946395 5.0651527306018342e-05 0.0016026812516115633 0.00067491018224032648 0.0011857775882799283 0.00075886085785866961 0.0044850197569813541 0.00040875568369204456 -0.003707965670165039
leaf_weight=1418.4261648654938 6212.9176788330078 43.952099919319153 40.796064853668213 485.19583666324615 68.263865113258362 213.76291835308075 33.440332651138306 69.150282740592957 96.618083000183105 833.34211206436157 44.134393215179443
leaf_count=650 3009 29 23 293 18 99 17 29 24 553 36
internal_value=0 0.000116281 0.000541244 0.000670145 0.00124246 0.00165139 -0.0011236 0.0025433 0.00329168 -7.82878e-05 -0.000355797
internal_weight=0 3347.08 1051.18 1010.38 525.188 447.795 77.3924 234.032 164.882 2295.9 1462.56
internal_count=4780 1771 532 509 216 170 46 71 42 1239 686
is_linear=0
shrinkage=0.06


Tree=767
num_leaves=12
num_cat=0
split_feature=135 117 92 70 44 110 101 59 113 53 11
split_gain=0.0187547 0.0692957 0.0681102 0.0976437 0.0995881 0.107742 0.0923979 0.0814295 0.0780969 0.0651994 0.0619098
threshold=0.0037758676335215573 0.00062670491752214741 0.00017767510871635753 0.00073092587990686308 0.0060143163427710542 0.0011261500185355546 0.0016846025246195497 0.0012357163941487672 0.0038949446752667431 0.0042751494329422721 0.011880517937242987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 9 6 -6 -3 -7 -5 -4
right_child=1 2 10 4 5 8 -8 -9 -10 -11 -12
leaf_value=-4.2735312425121394e-05 0.0025656630484131981 -9.7112615176065864e-05 0.00051077360218773008 -0.0001515199148827598 -0.0011863627664180916 -0.00051987737319793888 0.0019401044342007038 -0.0030596955391025181 -0.0032359306960359764 0.0028356517241265818 -0.00059274755268773664
leaf_weight=7595.7772353887558 42.361557960510254 56.890729069709778 1160.6610488891602 45.517593026161194 57.777146697044373 93.304803490638733 82.793036222457886 80.888005375862122 64.428754568099976 62.316381573677063 217.28354001045227
leaf_count=3952 14 19 474 20 30 35 23 42 32 20 119
internal_value=0 0.00016526 0.000112351 -0.00045617 1.20628e-05 -0.000552831 0.000655064 -0.0018364 -0.00162929 0.00157474 0.000336763
internal_weight=0 1964.22 1921.86 543.916 406.138 298.304 140.57 137.779 157.734 107.834 1377.94
internal_count=4780 828 814 221 160 120 53 61 67 40 593
is_linear=0
shrinkage=0.06


Tree=768
num_leaves=12
num_cat=0
split_feature=111 125 86 59 44 130 93 43 130 115 45
split_gain=0.0178586 0.0292308 0.0372108 0.0336474 0.0240032 0.023243 0.0225214 0.0743116 0.0819443 0.113477 0.107953
threshold=0.0013560238294303419 0.012252715881913902 0.0026833302108570938 0.0084566329605877417 0.0010918468469753864 0.002945306478068233 0.0023699469165876512 0.0081988852471113222 0.00017767510871635753 0.00899649551138282 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 -1 -8 9 -9 -10
right_child=1 -3 -4 -5 -6 -7 7 8 10 -11 -12
leaf_value=6.4677476580679425e-05 0.0017688138443099437 -0.00081291003104817339 -0.0001154837693117629 0.0027664810287121931 -0.00033743145966936368 0.00107092021083133 -0.00030821601744018357 0.00020792811963927726 0.00051328459736083812 0.0025123231319858106 -0.0031686671239812294
leaf_weight=4960.578563451767 38.865985155105591 50.786001086235046 93.694438934326172 45.517593026161194 39.048278450965881 70.558531403541565 2759.5920927524567 1304.9410980939865 57.412560105323792 81.749374151229858 57.255315661430359
leaf_count=2885 18 38 73 20 25 37 1213 393 16 29 33
internal_value=0 0.000482955 0.000786058 0.0014704 0.000713227 -1.39247e-05 -2.22254e-05 -0.000123397 0.000216311 0.000343779 -0.00132517
internal_weight=0 267.912 217.126 123.432 77.9143 9292.09 9221.53 4260.95 1501.36 1386.69 114.668
internal_count=4780 174 136 63 43 4606 4569 1684 471 422 49
is_linear=0
shrinkage=0.06


Tree=769
num_leaves=12
num_cat=0
split_feature=1 1 121 133 46 9 71 81 101 84 102
split_gain=0.0189363 0.0940866 0.20089 0.132473 0.110783 0.145776 0.186043 0.144995 0.165773 0.136745 0.127393
threshold=0.00039601318712811922 0.00093549740267917525 0.04273676127195359 0.0022272822679951791 0.00244467705488205 0.0013560238294303419 0.072653736919164671 0.0035485138650983576 0.0019071503775194289 0.00085274505545385193 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 -2 9 -9 -6
right_child=1 -3 3 -5 10 -7 -8 8 -10 -11 -12
leaf_value=0.00011378020534918355 0.00048726766349152186 7.0885562920076177e-05 -0.0010373019891466242 -0.0058964695898169571 -0.0025063135307364088 0.0023912712054486585 0.0030960162434494217 -0.0040260699799092485 0.00060064392414251478 -0.00069425144296041239 -0.00045316958807695997
leaf_weight=3395.5052930116653 285.88694286346436 4653.7070375680923 41.83972692489624 39.048278450965881 133.76133060455322 96.278545260429382 58.638515472412109 97.894136071205139 93.487096786499023 81.070298671722412 582.88263058662415
leaf_count=1557 127 2436 17 25 68 34 17 73 42 49 335
internal_value=0 -6.2672e-05 -0.000474072 -0.00338304 -0.000309514 0.000219862 -0.000118984 -0.000456633 -0.00144708 -0.00251677 -0.000836388
internal_weight=0 6164.49 1510.79 80.888 1429.9 713.256 616.977 558.338 272.452 178.964 716.644
internal_count=4780 3223 787 42 745 342 308 291 164 122 403
is_linear=0
shrinkage=0.06


Tree=770
num_leaves=12
num_cat=0
split_feature=8 63 17 47 93 95 1 4 99 150 0
split_gain=0.016984 0.081797 0.140817 0.121952 0.153562 0.107719 0.0794714 0.0728222 0.0667182 0.0971096 0.184572
threshold=0.0044099434744566688 0.0060143163427710542 0.0046923852059990176 0.0042751494329422721 0.0048403022810816774 0.0031340263085439806 0.091400381177663817 0.00046126570669002836 0.0035485138650983576 0.0046923852059990176 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -5 8 -4 -1 -10 -11
right_child=-2 2 7 4 -6 -7 -8 -9 9 10 -12
leaf_value=-8.3427081580786261e-05 9.7977675605142686e-05 -0.00056047095307481469 0.0024547871159739691 -0.0030046669938509191 -0.0057426887476731232 0.0014230649291752436 -0.00169308650459733 -0.00024841799101704237 0.00017643689094260656 0.0028311931201608271 -0.00091122757064775975
leaf_weight=3949.5619723796844 3822.5273962020874 188.40749108791351 52.691031932830811 56.393946886062622 45.882179617881775 30.466590881347656 97.529549479484558 112.42330718040466 990.37849712371826 142.65750706195831 71.080362439155579
leaf_count=1937 1943 116 19 46 34 18 59 78 455 41 34
internal_value=0 -6.52765e-05 -0.000809756 -0.00154187 -0.00293482 -0.00145163 3.66268e-06 0.000614225 3.57724e-05 0.000426753 0.00158662
internal_weight=0 5737.47 486.265 321.15 132.743 86.8605 5251.21 165.114 5153.68 1204.12 213.738
internal_count=4780 2837 311 214 98 64 2526 97 2467 530 75
is_linear=0
shrinkage=0.06


Tree=771
num_leaves=12
num_cat=0
split_feature=63 140 112 115 128 58 86 36 121 61 93
split_gain=0.0209914 0.133493 0.0713092 0.114551 0.114748 0.112968 0.0711197 0.0710855 0.11326 0.0981466 0.100014
threshold=0.0034400182776153092 0.00899649551138282 0.00244467705488205 0.00055427959887310873 0.00017767510871635753 0.0070226341485977182 0.0015833032084628942 0.0010918468469753864 0.02129978779703379 0.00064626874518580746 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 -5 6 -6 9 -9 -2 -11
right_child=1 -3 3 4 5 -7 -8 8 -10 10 -12
leaf_value=-5.6393186540715275e-05 0.00053458385104984587 0.00062138459158985273 -0.0039298963493641648 0.0022111210841767848 -0.0048170506235719187 0.00046157741945731964 -0.0009071974952212595 0.00025229821390993347 0.0037349176158383672 0.0001511673962300683 -0.0014807090646217209
leaf_weight=6817.295577287674 274.14922022819519 1181.3951433897018 44.99576199054718 41.65743362903595 38.004616379737854 61.090426206588745 29.944759845733643 465.94513738155365 36.231781125068665 220.98645496368408 348.30351984500885
leaf_count=3317 114 556 23 10 31 19 21 291 9 146 243
internal_value=0 0.000140172 -0.000223948 -0.00123674 -0.00052683 -0.00141071 -0.00309401 -6.16035e-05 0.000503567 -0.000398102 -0.000847249
internal_weight=0 2742.7 1561.31 215.693 170.697 129.04 67.9494 1345.62 502.177 843.439 569.29
internal_count=4780 1463 907 104 81 71 52 803 300 503 389
is_linear=0
shrinkage=0.06


Tree=772
num_leaves=12
num_cat=0
split_feature=144 60 68 61 62 93 10 60 71 87 4
split_gain=0.01829 0.0726646 0.111892 0.116806 0.181827 0.254595 0.272159 0.118815 0.114624 0.0962383 0.225164
threshold=0.00070876078098081063 0.00085274505545385193 0.0058306583669036635 0.0072436286136507997 0.0014427106943912806 0.0011261500185355546 0.0051502294372767219 0.0084566329605877417 0.017724351026117805 0.016164712607860569 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 4 5 7 -7 -4 -8 -1 -11
right_child=-2 2 3 -5 -6 6 8 -9 -10 10 -12
leaf_value=0.0001388685059188227 9.3924805275855713e-05 -7.4539338442194963e-05 -0.0016740259530981265 0.00060692680150156502 0.00026941026134431721 -0.0016588481634505045 -0.0041833791004097474 0.0023523928486073624 -0.0090273740555498316 -0.0061131836474872178 -0.00028089021553962689
leaf_weight=3544.9535548686981 4191.4008147716522 1155.5178850889206 95.781763076782227 108.72039222717285 127.26696717739105 74.054104208946228 31.874839544296265 36.414074420928955 39.230571746826172 29.422928810119629 125.36193633079529
leaf_count=1398 2446 576 61 51 49 33 26 16 32 24 68
internal_value=0 -7.33295e-05 -0.000401998 -0.0011391 -0.00160825 -0.00246982 -0.0042046 -0.000564927 -0.00685593 7.49247e-05 -0.00138955
internal_weight=0 5368.6 1668.86 513.343 404.622 277.355 145.16 132.196 71.1054 3699.74 154.785
internal_count=4780 2334 844 268 217 168 91 77 58 1490 92
is_linear=0
shrinkage=0.06


Tree=773
num_leaves=12
num_cat=0
split_feature=107 34 60 23 146 80 54 96 108 34 113
split_gain=0.0181208 0.0964518 0.0777341 0.100766 0.0602082 0.0999531 0.108771 0.104667 0.0837846 0.0695253 0.0573772
threshold=0.020035739988088611 0.00077738583786413084 0.002945306478068233 0.094028618186712279 0.0056525857653468856 0.0019672545604407792 0.0084566329605877417 0.0020932231564074759 0.0098710241727530974 0.010180860292166473 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 8 7 -7 -3 -10 -8
right_child=1 2 -4 -5 -6 6 10 -9 9 -11 -12
leaf_value=-2.7144215821405499e-05 -0.0019255969316185507 0.0021715638944835836 -0.0015041335578089979 0.0028928151114418206 0.0011410840756164596 -0.0053539738283926242 -0.0014361666489557585 -0.00076820989748062828 0.0011136908014076417 -0.0015564991248824614 0.00087230360731424723
leaf_weight=8628.334997177124 67.924327373504639 101.00007343292236 69.332576036453247 63.020505905151367 252.94339239597321 32.396670579910278 63.385092496871948 40.091940522193909 77.889214754104614 63.906923532485962 99.774118065834045
leaf_count=4414 28 31 36 24 83 23 38 19 19 35 30
internal_value=0 0.000251388 0.000422586 0.000590741 0.000392382 -3.44166e-06 -0.000883726 -0.00281768 0.000850926 -8.97526e-05 -2.45051e-05
internal_weight=0 931.665 863.741 794.408 731.387 478.444 235.648 72.4886 242.796 141.796 163.159
internal_count=4780 366 338 302 278 195 110 42 85 54 68
is_linear=0
shrinkage=0.06


Tree=774
num_leaves=12
num_cat=0
split_feature=33 45 71 18 108 59 134 96 52 127 107
split_gain=0.0171571 0.0493335 0.0792077 0.143258 0.0869394 0.129302 0.138433 0.111743 0.108466 0.121257 0.120863
threshold=0.0015349716995842757 0.0022975050378590827 0.10522961243987085 0.0010585968848317864 0.0051502294372767219 0.00099512818269431613 0.00070876078098081063 0.011169348377734424 0.0020292587578296666 0.0011261500185355546 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6 8 -8 10 -10 -7
right_child=1 2 3 -5 5 6 7 -9 9 -11 -12
leaf_value=8.9660757525075862e-05 -0.00036737364888591337 -0.00045587319916432141 0.0013091967500208812 -0.0018511651354880885 -0.00093366629035567526 0.0016326736689403379 -0.0018690362494603301 0.0014558771168038502 0.0011786156449335589 -0.00020312736675036754 -0.00078899737297510983
leaf_weight=4259.7286802530289 1471.1923433542252 1231.3949222564697 344.13582289218903 60.750888466835022 323.3697282075882 94.713052153587341 158.12319350242615 47.265379428863525 922.92590308189392 303.9367356300354 342.46318304538727
leaf_count=2190 741 679 106 29 161 43 105 18 376 152 180
internal_value=0 -7.20587e-05 4.1406e-05 0.000835003 -5.24313e-05 0.000174127 0.000365751 -0.00110389 0.000547145 0.00083631 -0.000264349
internal_weight=0 5300.27 3829.08 404.887 3424.19 2192.8 1869.43 205.389 1664.04 1226.86 437.176
internal_count=4780 2590 1849 135 1714 1035 874 123 751 528 223
is_linear=0
shrinkage=0.06


Tree=775
num_leaves=12
num_cat=0
split_feature=49 57 24 144 44 148 10 118 85 32 54
split_gain=0.0176136 0.0653498 0.045109 0.0410835 0.0393256 0.0491682 0.0311116 0.0348724 0.0280226 0.0273113 0.0248026
threshold=0.0019672545604407792 0.00050559637020342063 0.00060774214216507982 0.0011261500185355546 0.00244467705488205 0.013032016810029747 0.007706565549597145 0.0038949446752667431 0.0038949446752667431 0.0015833032084628942 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 8 9 -3 -6 7 -5 -2 -4 -1
right_child=1 4 3 6 5 -7 -8 -9 -10 -11 -12
leaf_value=7.1900914574612819e-05 0.0023387369855559495 0.0030545762492115479 -0.0028024885488781245 7.8093810270443541e-05 -0.0011375895800845755 0.0020418286738028099 0.001606118683340063 -0.0019032361595088345 6.7839531079398935e-05 -0.0002233624678331452 -0.00012742128812867349
leaf_weight=4917.1691485643387 41.135602593421936 42.361557960510254 36.074536681175232 173.01695120334625 29.422928810119629 43.247975587844849 36.596367716789246 39.230571746826172 37.30049204826355 25.040938377380371 4139.4027609825134
leaf_count=2370 13 14 26 124 24 25 23 32 27 17 2085
internal_value=0 0.00034543 -2.65998e-05 -0.000351875 0.00160155 0.000754549 -9.54566e-06 -0.000288123 0.00125881 -0.00174574 -1.92014e-05
internal_weight=0 503.428 388.395 309.959 115.032 72.6709 248.844 212.248 78.4361 61.1155 9056.57
internal_count=4780 325 262 222 63 49 179 156 40 43 4455
is_linear=0
shrinkage=0.06


Tree=776
num_leaves=12
num_cat=0
split_feature=63 63 77 99 66 128 35 112 65 104 144
split_gain=0.0182623 0.0805794 0.110405 0.147085 0.123467 0.12565 0.12121 0.0948814 0.091847 0.0795712 0.107938
threshold=0.0034400182776153092 0.00244467705488205 0.00068727668258361529 0.0013146653072908523 0.0015833032084628942 0.00039601318712811922 0.0033348383149132137 0.00093549740267917525 0.011169348377734424 0.0092791137285530585 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -5 8 -7 10 -9
right_child=-2 2 4 6 -6 7 -8 9 -10 -11 -12
leaf_value=2.105769661102873e-05 0.00013074229478435276 -0.00053134713465782996 0.00088881215354402515 -0.0062586284559772937 0.0019236464086436725 -0.0010035135227830763 -0.0012528302386168892 -0.0066003880082757208 0.0025291699376243822 -0.0003059625647932868 -0.0016332342562619918
leaf_weight=6046.3700422048569 2742.7042549848557 105.7466504573822 148.10820841789246 39.752402782440186 81.931667447090149 241.30586516857147 30.98842191696167 30.648884177207947 29.762466549873352 30.284297585487366 32.396670579910278
leaf_count=2880 1463 52 66 29 36 166 15 25 14 11 23
internal_value=0 -5.25997e-05 -0.000630294 -0.00194805 -0.000239055 -0.000584794 -0.00406581 -0.00118374 -0.000615636 -0.00283373 -0.00404796
internal_weight=0 6817.3 770.926 176.487 594.438 512.506 70.7408 364.398 271.068 93.3299 63.0456
internal_count=4780 3317 437 96 341 305 44 239 180 59 48
is_linear=0
shrinkage=0.06


Tree=777
num_leaves=12
num_cat=0
split_feature=135 50 68 92 35 146 40 10 63 22 66
split_gain=0.0186624 0.0655437 0.0897431 0.0599147 0.116531 0.105957 0.104602 0.0832512 0.0819774 0.109577 0.142268
threshold=0.0037758676335215573 0.0013986918493174019 0.0035485138650983576 0.00017767510871635753 0.00044738779251929378 0.0056525857653468856 0.00047558375808876013 0.0045489775948226461 0.0030382014811038975 0.00047558375808876013 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5 -6 -8 9 10 -7
right_child=1 3 -4 5 6 8 7 -9 -10 -11 -12
leaf_value=-4.2629977517450341e-05 0.0023302381297368837 -0.0019945615591292604 -0.00046814946943358907 0.00079735365945205145 0.0017259535545315636 -0.0054411206434331633 -0.0015848604399700337 0.00050095568045138174 0.00018053994184481675 6.1106212759416646e-05 -0.00073101569935967803
leaf_weight=7595.7772353887558 109.05992996692657 136.37048578262329 66.358834266662598 668.70645761489868 99.069993734359741 40.978358149528503 138.4828587770462 137.0746101140976 414.40491425991058 100.84282898902893 52.873325228691101
leaf_count=3952 41 53 37 244 26 30 65 57 201 48 26
internal_value=0 0.000164853 0.00127164 5.63159e-05 -0.000492794 0.000275906 5.38735e-05 -0.000547282 -0.00029657 -0.00131209 -0.00278758
internal_weight=0 1964.22 175.419 1788.8 510.998 1277.81 374.627 275.557 609.099 194.695 93.8517
internal_count=4780 828 78 750 201 549 148 122 305 104 56
is_linear=0
shrinkage=0.06


Tree=778
num_leaves=12
num_cat=0
split_feature=1 133 72 105 8 120 99 10 103 95 87
split_gain=0.0169259 0.0860319 0.0955567 0.172283 0.0997693 0.128117 0.0956575 0.0884278 0.0831538 0.0939108 0.0911955
threshold=0.00039601318712811922 0.0018488886416889729 0.00017767510871635753 0.00099512818269431613 0.0044099434744566688 0.00017767510871635753 0.0016846025246195497 0.0035485138650983576 0.0063990866765379914 0.0011261500185355546 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 8 -7 -3 9 10 -4
right_child=-2 2 4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00024455942071231458 -5.9251884289517065e-05 0.00068525464537537841 -0.0010268771443280908 -0.00059064052103729829 0.00067291306441069805 -0.00030193614790995717 0.0025519683211061147 0.0031404280146678861 0.0015717153338774053 -0.0016373102762342858 0.00095530687250402666
leaf_weight=1439.1352105140686 6164.4945392608643 83.49716055393219 191.72077059745789 117.6416175365448 759.08761703968048 80.183881044387817 89.444644093513489 143.70116913318634 56.186604738235474 286.79840934276581 148.10820841789246
leaf_count=708 3223 27 105 48 328 38 25 35 15 162 66
internal_value=0 0.000107571 0.000366603 0.0012731 0.000172628 -0.000272868 0.00120292 0.00223813 -0.000639491 -0.000837759 -0.000162979
internal_weight=0 3395.51 1956.37 344.84 1611.53 852.443 169.629 227.198 682.814 626.627 339.829
internal_count=4780 1557 849 110 739 411 63 62 348 333 171
is_linear=0
shrinkage=0.06


Tree=779
num_leaves=12
num_cat=0
split_feature=44 0 33 116 82 34 37 92 62 48 95
split_gain=0.017144 0.044103 0.0671032 0.0915917 0.0485404 0.0439815 0.0341813 0.0310323 0.0300182 0.02455 0.0612993
threshold=0.04673989117145539 0.007706565549597145 0.0053125319536775359 0.0014427106943912806 0.00096484774257987748 0.011519505176693203 0.00087947337306104611 0.00082683752407319855 0.017724351026117805 0.0095705352723598498 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 -3 -5 -7 9 -1 -11
right_child=1 5 3 6 -6 7 -8 -9 -10 10 -12
leaf_value=-1.7078032744572094e-05 0.00032063602336174723 -0.0019670759518361459 0.0010290184315564768 -0.0026280643451531437 0.002667430919488139 0.0011210715606932179 -0.00026629998090595635 -0.0010288632983353019 -0.0011259336077543453 -0.0006005608931688737 0.0029654460430731267
leaf_weight=8892.4692323207855 51.647369861602783 50.603707790374756 138.97964096069336 43.952099919319153 82.271205186843872 56.890729069709778 44.291637659072876 42.022020220756531 87.357319951057434 36.074536681175232 33.440332651138306
leaf_count=4489 25 31 38 29 26 19 19 24 37 26 17
internal_value=0 0.000338238 0.000697016 6.91337e-05 0.00176236 -0.000528354 -0.00144264 0.000207695 -1.90869e-05 -8.29787e-06 0.00111488
internal_weight=0 510.658 361.142 227.223 133.919 149.516 88.2437 98.9127 9049.34 8961.98 69.5149
internal_count=4780 211 137 86 51 74 48 43 4569 4532 43
is_linear=0
shrinkage=0.06


Tree=780
num_leaves=12
num_cat=0
split_feature=145 117 147 77 98 110 128 150 100 83 101
split_gain=0.0179221 0.0695276 0.144651 0.0785799 0.082213 0.0837706 0.142413 0.080933 0.144836 0.0830502 0.178722
threshold=0.00044738779251929378 0.00062670491752214741 0.0033348383149132137 0.0035485138650983576 0.0005375427135732026 0.0016846025246195497 0.00017767510871635753 0.0013560238294303419 0.0033348383149132137 0.011519505176693203 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 8 -6 -9 -11
right_child=-2 3 -4 -5 7 -7 -8 9 -10 10 -12
leaf_value=0.0020637998964194381 -3.6850643490246705e-05 -0.0059671408576931467 -0.00067888209154519027 0.00088741188800145476 -0.00032642145954475281 0.00017288925509188578 -0.00083671270690998452 0.00091828648443733588 -0.0042683428750386072 -0.003950104941190238 0.0004340992622042258
leaf_weight=181.5234922170639 7958.6168776750565 31.874839544296265 111.90147614479065 279.78221487998962 297.44237220287323 56.368898034095764 50.081876754760742 374.78470706939697 37.822323083877563 44.473930954933167 135.32682371139526
leaf_count=59 4039 26 81 146 133 22 34 131 24 26 59
internal_value=0 0.000183142 0.00101784 -4.11333e-06 -0.000246711 -0.00160751 -0.00283205 -3.51766e-05 -0.000771123 0.000409726 -0.000650339
internal_weight=0 1601.38 293.425 1307.96 1028.18 138.326 81.9567 889.85 335.265 554.585 179.801
internal_count=4780 741 140 601 455 82 60 373 157 216 85
is_linear=0
shrinkage=0.06


Tree=781
num_leaves=12
num_cat=0
split_feature=144 124 125 46 32 43 52 28 66 44 30
split_gain=0.0173357 0.0721745 0.112392 0.0641283 0.0885816 0.0603452 0.0594834 0.0558783 0.107854 0.0868681 0.0777897
threshold=0.0038949446752667431 0.0005893622583243997 0.0022975050378590827 0.0053125319536775359 0.00087947337306104611 0.0045489775948226461 0.0070226341485977182 0.0020292587578296666 0.00062670491752214741 0.0044099434744566688 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 7 -3 -6 8 -5 10 -9
right_child=1 3 -4 4 6 -7 -8 9 -10 -11 -12
leaf_value=-3.8741634026623426e-05 0.00064179780199050498 6.1512415487331474e-05 -0.0039896038588461621 2.7258230020789436e-05 -0.00043200687580407864 -0.0016017787329511406 0.0011168096848052694 0.0046094725434969704 0.0032619830824778648 7.511972363543224e-05 0.0013829675165526179
leaf_weight=7772.8825421333313 38.161860823631287 818.29110991954803 37.30049204826355 180.00809681415558 294.20423924922943 86.860537767410278 128.15338480472565 58.116684436798096 46.743548393249512 49.195459127426147 50.081876754760742
leaf_count=3634 14 551 27 116 216 64 60 20 21 23 34
internal_value=0 0.000168503 -0.00164747 0.000248564 0.000637632 -9.8101e-05 3.7941e-05 0.00129698 0.000694078 0.00216555 0.00311602
internal_weight=0 1787.12 75.4624 1711.65 806.503 905.152 422.358 384.146 226.752 157.394 108.199
internal_count=4780 1146 41 1105 490 615 276 214 137 77 54
is_linear=0
shrinkage=0.06


Tree=782
num_leaves=12
num_cat=0
split_feature=67 67 101 18 30 138 81 33 123 98 97
split_gain=0.0176184 0.0598822 0.0760458 0.0729928 0.0898497 0.0923031 0.068748 0.0680907 0.0648623 0.0595136 0.0592796
threshold=0.0044099434744566688 0.001792412775103003 0.0042751494329422721 0.00038414125447161501 0.0031340263085439806 0.00052132029668428015 0.020658296532928947 0.00042089859198313212 0.00052132029668428015 0.0051502294372767219 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -5 -4 -6 -2
right_child=10 2 8 6 9 -7 -8 -9 -10 -11 -12
leaf_value=2.882972785155178e-05 0.0012987729460243057 -0.0045348741832403018 -0.0015422225862122476 0.0011150975747628419 -0.0011781498233214489 -0.0011985478671676232 0.0014699706097648763 -0.0011424179188161093 0.0011667752594428952 0.0018730059675616847 -9.0004179658545433e-05
leaf_weight=8236.4008176326752 160.36776208877563 57.437608957290649 40.978358149528503 60.933181762695312 118.91767060756683 62.15913712978363 66.698372006416321 228.34218716621399 142.34301817417145 28.536511182785034 356.88520741462708
leaf_count=3947 76 40 30 36 97 37 27 152 75 13 250
internal_value=0 -1.94808e-05 -0.000512948 -0.000829017 -0.00157883 -0.00280085 -0.000266512 -0.000666893 0.000561225 -0.000587666 0.000340569
internal_weight=0 9042.75 806.346 623.025 267.051 119.597 355.974 289.275 183.321 147.454 517.253
internal_count=4780 4454 507 402 187 77 215 188 105 110 326
is_linear=0
shrinkage=0.06


Tree=783
num_leaves=12
num_cat=0
split_feature=90 89 114 46 141 23 73 78 27 138 100
split_gain=0.0173272 0.0374518 0.0632841 0.0519205 0.0489813 0.0301869 0.0261014 0.0706728 0.0893359 0.0690492 0.111326
threshold=0.0016331639490090313 0.00043393640953581786 0.00068727668258361529 0.00046126570669002836 0.0026833302108570938 0.011169348377734424 0.007706565549597145 0.0019071503775194289 0.0005375427135732026 0.00073092587990686308 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -4 -3 -1 8 -8 10 -9
right_child=1 5 4 -5 -6 -7 7 9 -10 -11 -12
leaf_value=-6.3903344732177918e-05 0.00080840353754450887 0.00016782888066026831 0.0029309296783032166 -0.0021093599512455891 0.00053360875798650557 -0.0018759226193982589 0.00064972182296190524 5.4074311894507872e-05 -0.0013182329399400985 0.00013631343710545542 0.0021721124185804957
leaf_weight=7504.1339255571365 59.342639803886414 97.007718443870544 64.768292307853699 34.848581314086914 58.298977732658386 35.552705645561218 134.80499267578125 179.48626577854156 216.2649267911911 997.62013125419617 177.87067496776581
leaf_count=3497 21 62 22 25 27 29 62 119 149 687 80
internal_value=0 0.000414475 0.000899411 -0.000271102 0.00179528 -0.000380305 -1.57425e-05 0.000196095 -0.000562571 0.000392663 0.00110831
internal_weight=0 349.819 217.258 94.1912 123.067 132.56 9210.18 1706.05 351.07 1354.98 357.357
internal_count=4780 186 95 46 49 91 4594 1097 211 886 199
is_linear=0
shrinkage=0.06


Tree=784
num_leaves=12
num_cat=0
split_feature=67 67 99 99 23 67 82 27 27 46 29
split_gain=0.0170671 0.0973659 0.0663948 0.124215 0.0601232 0.0817533 0.071301 0.0694163 0.0662803 0.0800143 0.0613194
threshold=0.0010585968848317864 0.001792412775103003 0.057509137317538268 0.0068083447404205808 0.02636832278221846 0.0023699469165876512 0.0044099434744566688 0.0011980500421486797 0.0013560238294303419 0.029773407615721229 0.018276390619575981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 7 -7 -3 -10 -9
right_child=1 4 -4 -5 -6 6 -8 10 9 -11 -12
leaf_value=-4.3241872505994376e-05 0.00085005848365910322 -0.0029348254154096488 0.0026360097143901255 -0.0011980498654866286 -0.0023802064489878393 -0.0014311830116839584 0.0010412652552104905 -7.1858393588291708e-05 -0.0011255803141132982 0.0020120463880314268 0.0019576378643498009
leaf_weight=7405.4535672664642 646.39991867542267 53.759742856025696 56.890729069709778 127.65660262107849 42.908437848091125 125.38698518276215 241.77759850025177 603.25213849544525 161.98335289955139 35.709950089454651 58.8208087682724
leaf_count=3509 332 37 19 87 35 92 115 403 115 12 24
internal_value=0 0.000148628 0.000657687 0.000512287 -0.000170956 -9.69373e-05 0.00014001 -0.000136706 -0.0010668 -0.000558821 0.000108449
internal_weight=0 2154.55 830.947 774.057 1323.6 1280.69 1029.24 787.46 251.453 197.693 662.073
internal_count=4780 1271 438 419 833 798 634 519 164 127 427
is_linear=0
shrinkage=0.06


Tree=785
num_leaves=12
num_cat=0
split_feature=23 148 35 35 1 135 81 0 144 95 11
split_gain=0.0171809 0.0776317 0.110626 0.103706 0.0912621 0.174366 0.128968 0.111236 0.105771 0.115228 0.105091
threshold=0.015675474889576439 0.023343417793512348 0.0095705352723598498 0.013439828064292671 0.0005375427135732026 0.00050559637020342063 0.0013146653072908523 0.0013146653072908523 0.00082683752407319855 0.0031340263085439806 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -7 -8 9 -6 -10
right_child=1 -3 3 -5 8 6 7 -9 10 -11 -12
leaf_value=-5.5124970199652641e-05 0.0013953599143672548 -0.00073602927636418091 -0.0039943138985650776 -0.00043070713818916373 7.2668863866672508e-05 -0.0020694878633814788 -0.0016851698554763333 0.00093083440549742184 0.0019992115792833672 -0.0013594346617054611 0.00014669043852640081
leaf_weight=6504.7952516078949 619.3537540435791 340.92273879051208 39.230571746826172 117.30207979679108 668.7565553188324 98.912749290466309 74.054104208946228 278.87074840068817 156.84714043140411 289.95444440841675 370.9996942281723
leaf_count=3343 238 213 32 58 292 43 33 111 56 168 193
internal_value=0 0.000117366 0.000224555 -0.00132383 0.000319315 0.000741521 -0.000154724 0.000381919 1.50794e-05 -0.000360459 0.000697158
internal_weight=0 3055.2 2714.28 156.533 2557.75 1071.19 451.838 352.925 1486.56 958.711 527.847
internal_count=4780 1437 1224 90 1134 425 187 144 709 460 249
is_linear=0
shrinkage=0.06


Tree=786
num_leaves=12
num_cat=0
split_feature=106 18 142 60 140 37 54 81 81 126 107
split_gain=0.0174093 0.0859151 0.0878346 0.0780059 0.0810718 0.0673435 0.0787716 0.0772292 0.10756 0.0760658 0.0732261
threshold=0.020035739988088611 0.0012357163941487672 0.011519505176693203 0.00039601318712811922 0.021960759535431865 0.00044738779251929378 0.0098710241727530974 0.0053125319536775359 0.0021592099219560628 0.0010918468469753864 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 7 8 -2 10 -8
right_child=1 -3 3 4 -6 -7 9 -9 -10 -11 -12
leaf_value=3.2621741951279893e-05 -0.00086810567348623747 -0.0013682316299494463 0.00039955413148899427 -0.00037000183002213919 -0.0043739074973871573 0.00070415243477597086 -1.2214800031056338e-05 0.0005755746337819112 -0.0043330005968821713 -0.00055709671386197158 0.0026011607729791047
leaf_weight=8224.8885346651077 112.73779606819153 194.01543688774109 46.743548393249512 30.98842191696167 44.134393215179443 472.49654984474182 77.549677014350891 66.698372006416321 45.178055286407471 167.72349429130554 76.845552682876587
leaf_count=4150 44 124 21 15 36 197 29 27 30 82 25
internal_value=0 -0.000200965 -2.49948e-06 -0.00152486 -0.00272228 0.000179525 -0.000273868 -0.00113633 -0.00185938 0.000327526 0.00128851
internal_weight=0 1335.11 1141.1 121.866 75.1228 1019.23 546.733 224.614 157.916 322.119 154.395
internal_count=4780 630 506 72 51 434 237 101 74 136 54
is_linear=0
shrinkage=0.06


Tree=787
num_leaves=12
num_cat=0
split_feature=77 3 58 29 75 0 107 18 117 10 15
split_gain=0.0181062 0.0845015 0.15335 0.145463 0.138285 0.129612 0.161842 0.191507 0.183791 0.146735 0.0992795
threshold=0.00096484774257987748 0.00017767510871635753 0.0053125319536775359 0.00082683752407319855 0.0013146653072908523 0.00017767510871635753 0.0051502294372767219 0.0012357163941487672 0.012636432424187662 0.0011615398107096555 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 9 -9 -7 -11
right_child=1 -3 -4 5 -6 6 -8 8 -10 10 -12
leaf_value=0.00010195010369304711 -0.0068678994130251646 9.7254507215950502e-05 0.00012408480028921679 0.0010881993885997596 -0.00074125377699337035 -0.00093476208933539206 0.00024874584292407183 -0.0014535592939451934 0.0025419263504143858 -0.0010741973020450748 -0.0041811241230404472
leaf_weight=3787.0136420726776 28.196973443031311 3820.0365339517593 1013.256964802742 118.68527960777283 25.040938377380371 136.91736567020416 240.18705654144287 118.55308401584625 63.724630236625671 48.15179705619812 160.23556649684906
leaf_count=1616 23 2239 412 42 17 74 100 83 28 29 117
internal_value=0 -6.68781e-05 -0.000387927 -0.000940022 -0.00398618 -0.000757079 -0.00104233 -0.00163011 -5.673e-05 -0.00246065 -0.00346321
internal_weight=0 5772.99 1952.95 939.693 53.2379 886.455 767.77 527.582 182.278 345.305 208.387
internal_count=4780 3164 925 513 40 473 431 331 111 220 146
is_linear=0
shrinkage=0.06


Tree=788
num_leaves=12
num_cat=0
split_feature=136 135 109 103 141 118 44 10 10 136 148
split_gain=0.0177869 0.0224707 0.0613232 0.0786886 0.120031 0.0743778 0.0754337 0.0735582 0.0887621 0.081362 0.0861284
threshold=0.013032016810029747 0.0037758676335215573 0.0013146653072908523 0.00055427959887310873 0.00046126570669002836 0.0016846025246195497 0.0033348383149132137 0.022641776129603389 0.010500331409275534 0.0017376682371832433 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -7 8 9 10 -6
right_child=-2 2 3 4 7 6 -8 -9 -10 -11 -12
leaf_value=-5.5163900262643303e-05 0.00083795510873412168 0.0011345389629424402 0.00074000101029618166 -0.0027849246845294022 0.00064016687073344548 -0.0027264914626864913 0.00011959003292732127 0.0014754955907960866 -0.002052716366140947 0.0017521502927567573 -0.00090591556190379875
leaf_weight=7512.8019058704376 90.331061720848083 212.8514518737793 690.98099637031555 66.880665302276611 205.3134263753891 46.404010653495789 120.79765260219574 90.148768424987793 94.895345449447632 76.323721647262573 352.27082598209381
leaf_count=3922 36 64 293 34 51 31 54 29 50 28 188
internal_value=0 -7.99324e-06 0.000173104 5.57643e-05 -0.000340921 0.00046523 -0.000670292 -0.000141328 -0.00034132 -8.51261e-05 -0.000336618
internal_weight=0 9469.67 1956.87 1744.02 885.833 858.183 167.202 818.952 728.803 633.908 557.584
internal_count=4780 4744 822 758 380 378 85 346 317 267 239
is_linear=0
shrinkage=0.06


Tree=789
num_leaves=12
num_cat=0
split_feature=93 109 91 109 76 145 83 58 109 102 112
split_gain=0.0167597 0.0570836 0.0843292 0.0809162 0.0824185 0.100803 0.0615921 0.0504996 0.0485467 0.0427963 0.0421997
threshold=0.030689206905663017 0.016668972559273246 0.0016331639490090313 0.0066005610860884198 0.00017767510871635753 0.0023699469165876512 0.0020292587578296666 0.00096484774257987748 0.029773407615721229 0.00042089859198313212 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 4 5 6 -2 -8 -4 -9 -1
right_child=1 2 8 -5 -6 -7 7 9 -10 -11 -12
leaf_value=2.0516857283939175e-05 0.0011121566394462624 0.00050511039695103305 -0.0031420317256658629 0.0010442723901643281 0.0008387486648238333 -0.0025223448092184042 -0.0019280469283576361 -0.00076626358067204017 -0.00054883619590137946 0.00090242477601895209 -0.00038261086312822701
leaf_weight=7119.2813792228699 109.3994677066803 101.52190446853638 55.325235962867737 403.45341384410858 267.26522135734558 73.349979877471924 72.64585554599762 141.95338273048401 49.013165831565857 90.670599460601807 1076.1202262639999
leaf_count=3947 31 28 28 103 57 29 25 37 16 26 453
internal_value=0 0.000194687 -0.000725998 0.000358255 -8.19715e-06 -0.00047203 -0.000109354 -0.000547106 -0.00192387 -0.000115854 -3.2417e-05
internal_weight=0 1364.6 205.86 1158.74 755.285 488.019 414.669 305.27 104.338 232.624 8195.4
internal_count=4780 380 72 308 205 148 119 88 44 63 4400
is_linear=0
shrinkage=0.06


Tree=790
num_leaves=12
num_cat=0
split_feature=142 58 72 141 58 42 24 77 121 121 38
split_gain=0.016159 0.0462013 0.121391 0.100335 0.0997497 0.15202 0.103377 0.0931461 0.084436 0.0842342 0.0959312
threshold=0.0062037324532866487 0.0062037324532866487 0.000490355829242617 0.010829726699739696 0.004017772153019906 0.004017772153019906 0.0035485138650983576 0.0013146653072908523 0.0018488886416889729 0.00055427959887310873 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 7 8 6 -6 -2 -3 9 10 -4
right_child=1 2 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-5.8898057138049565e-05 0.00042526778961847592 -0.002750887794518922 -0.0016526598574996727 0.0019839483003429698 -3.322291286463397e-05 -0.0025881490987342717 -0.00049134306079821454 0.00030229125227167973 -8.1832508202007141e-05 0.0021209845947461592 0.0016047017011428185
leaf_weight=6088.8317955732346 1325.7433878183365 71.080362439155579 61.637306094169617 170.33264946937561 230.2221691608429 131.85629975795746 665.20393347740173 72.82814884185791 513.29261469841003 160.00317549705505 68.967989444732666
leaf_count=2990 708 34 40 67 109 87 409 32 220 62 22
internal_value=0 0.000103314 0.000420859 0.000661134 -4.75812e-05 -0.000963638 0.000119015 -0.00120576 0.000380853 0.00119808 6.74364e-05
internal_weight=0 3471.17 1118.14 974.234 2353.03 362.078 1990.95 143.909 803.901 290.608 130.605
internal_count=4780 1790 477 411 1313 196 1117 66 344 124 62
is_linear=0
shrinkage=0.06


Tree=791
num_leaves=12
num_cat=0
split_feature=51 43 45 21 6 143 110 51 69 112 100
split_gain=0.0172382 0.0551127 0.0584813 0.072455 0.0834132 0.0838692 0.0890028 0.0729536 0.0652065 0.0575945 0.0549702
threshold=0.013032016810029747 0.012636432424187662 0.029773407615721229 0.00087947337306104611 0.00017767510871635753 0.002945306478068233 0.00085274505545385193 0.045367386192083366 0.0020292587578296666 0.00093549740267917525 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -5 -2 -9 -3 -7
right_child=1 9 -4 4 -6 10 -8 8 -10 -11 -12
leaf_value=-2.8013676878170014e-05 0.0011540233172143658 0.00029299273817748545 0.0018777002511202352 -0.0046875034389514212 0.0015115015578128401 -0.00073146269142644377 -0.00048697718991050327 -0.001848587397890895 0.0014536771108302753 -0.0029595409637554787 0.001221005921196289
leaf_weight=8528.907368183136 347.18471121788025 40.091940522193909 83.157622814178467 35.552705645561218 72.306317806243896 213.10889172554016 37.118198752403259 62.863261461257935 32.736208319664001 38.344154119491577 68.628451704978943
leaf_count=4213 177 19 37 29 35 143 20 41 13 21 32
internal_value=0 0.000231721 0.00035759 0.000212209 -0.000345719 -0.000724629 -0.002542 0.000749889 -0.00071779 -0.00129704 -0.000255861
internal_weight=0 1031.09 952.656 869.499 426.715 354.408 72.6709 442.784 95.5995 78.4361 281.737
internal_count=4780 567 527 490 259 224 49 231 54 40 175
is_linear=0
shrinkage=0.06


Tree=792
num_leaves=12
num_cat=0
split_feature=14 45 10 107 108 97 33 149 88 30 3
split_gain=0.0166926 0.0532845 0.111053 0.0921355 0.0665873 0.0574589 0.172457 0.091658 0.0899051 0.0678838 0.0547672
threshold=0.00040826165059115743 0.041476719081401832 0.017724351026117805 0.020035739988088611 0.013032016810029747 0.00043393640953581786 0.00093549740267917525 0.0011980500421486797 0.0020292587578296666 0.00038414125447161501 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1 7 -7 9 -8 -11
right_child=-2 2 3 4 -6 6 8 -9 -10 10 -12
leaf_value=8.3054354120457453e-05 -5.804976673062206e-05 -0.0031392894491832925 -0.0021446793031342217 0.0016664750546934667 -0.00082088738773013149 0.0013356135163828102 5.3270630647777981e-05 0.0045141097342165561 0.0012779048056800143 -0.0042575593704929906 -0.00056036221745754992
leaf_weight=2691.9071077108383 6223.6228855848312 53.759742856025696 57.959439992904663 94.530758857727051 65.654709935188293 84.565871477127075 78.253801345825195 53.212862968444824 97.869087219238281 33.100794911384583 25.562769412994385
leaf_count=1079 3374 37 37 36 33 45 33 16 49 27 14
internal_value=0 0.000108285 -0.000696692 -9.47369e-05 0.000646988 0.000179709 0.000878072 0.00256321 -0.000110811 -0.00110347 -0.0026465
internal_weight=0 3336.38 271.905 218.145 160.185 3064.47 372.565 137.779 234.786 136.917 58.6636
internal_count=4780 1406 143 106 69 1263 184 61 123 74 41
is_linear=0
shrinkage=0.06


Tree=793
num_leaves=12
num_cat=0
split_feature=145 140 19 70 117 60 58 93 137 15 140
split_gain=0.0159777 0.0739052 0.0741918 0.111983 0.11986 0.141324 0.107854 0.124988 0.0928512 0.0796619 0.0781488
threshold=0.00044738779251929378 0.05109804309904576 0.0063990866765379914 0.0016331639490090313 0.00062670491752214741 0.00039601318712811922 0.00077738583786413084 0.00040826165059115743 0.0010263677686452868 0.007706565549597145 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 10 -4 -6
right_child=-2 -3 9 -5 8 -7 -8 -9 -10 -11 -12
leaf_value=-0.0013626101881649905 -3.4794267908271853e-05 -0.0018674662354760663 -3.913553770033731e-05 0.0016704911923001956 -0.0011731611511745638 -0.001347445996923148 0.0037890350547278204 0.0026150087291720307 0.0015194288081316839 -0.0022292346399255627 0.00057289922831782242
leaf_weight=50.081876754760742 7958.6168776750565 61.455012798309326 448.20983350276947 244.54399812221527 313.56208527088165 56.915777921676636 77.367383718490601 65.811954379081726 83.67945384979248 68.993038296699524 130.76253998279572
leaf_count=34 4039 33 232 83 153 43 22 16 34 46 45
internal_value=0 0.000172922 0.000254349 0.000550512 0.000198557 0.00128035 0.00205424 0.000896137 -0.000314013 -0.000331287 -0.000659304
internal_weight=0 1601.38 1539.93 1022.73 778.181 250.177 193.261 115.894 528.004 517.203 444.325
internal_count=4780 741 708 430 347 115 72 50 232 278 198
is_linear=0
shrinkage=0.06


Tree=794
num_leaves=12
num_cat=0
split_feature=35 67 68 77 52 115 81 0 7 21 135
split_gain=0.0175491 0.0550361 0.119683 0.067714 0.0750612 0.0527017 0.0487732 0.0910033 0.132367 0.104305 0.114273
threshold=0.0048403022810816774 0.00017767510871635753 0.0068083447404205808 0.00899649551138282 0.00047558375808876013 0.0014427106943912806 0.027182282879948619 0.0066005610860884198 0.0033348383149132137 0.002945306478068233 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -6 7 -1 9 -9 -11
right_child=1 -3 -4 -5 5 -7 -8 8 -10 10 -12
leaf_value=-5.2574819848407072e-06 -0.0003026870137465112 2.8120153897427498e-05 -0.0016648733768904423 -0.00054746096910083207 0.0035048791775872867 0.0014294644389410856 0.0010836569099583217 -0.002143889720690283 0.0013115014111985883 0.0019331462239273571 -0.0010241118581277165
leaf_weight=6035.4686394929886 47.447672724723816 2459.5266627073288 56.733484625816345 54.099280595779419 81.567080855369568 95.756714224815369 133.39674401283264 220.28233063220978 91.921603679656982 59.524933099746704 224.2746856212616
leaf_count=2830 25 1417 36 27 22 37 54 142 51 28 111
internal_value=0 0.000126467 0.00084722 0.00135828 0.00181696 0.00238413 -5.22542e-05 -7.51038e-05 -0.000782408 -0.00116424 -0.000403848
internal_weight=0 2795.13 335.604 278.871 224.771 177.324 6764.87 6631.47 596.004 504.082 283.8
internal_count=4780 1564 147 111 84 59 3216 3162 332 281 139
is_linear=0
shrinkage=0.06


Tree=795
num_leaves=12
num_cat=0
split_feature=37 140 14 39 149 25 116 84 40 61 99
split_gain=0.0164463 0.0674973 0.0601466 0.0496089 0.0623373 0.0716813 0.140896 0.0764457 0.0765431 0.0892431 0.0662457
threshold=0.0012745757703669371 0.076978169381618514 0.00017767510871635753 0.016668972559273246 0.041476719081401832 0.00042089859198313212 0.00046126570669002836 0.00093549740267917525 0.00047558375808876013 0.00043393640953581786 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 8 -8 -10 -6
right_child=1 2 -4 -5 10 -7 7 -9 9 -11 -12
leaf_value=-5.1709010355508513e-05 -0.0039854520730204035 -8.9798542523549566e-06 0.0022531147186198764 0.00080105892724175592 0.0025487006818767418 3.1534600288764131e-05 0.0012949332573489662 0.00083245262491412687 0.00047606593423778833 -0.0023939373316270471 9.2839754265598706e-05
leaf_weight=6677.197127699852 45.882179617881775 74.758228540420532 97.5045006275177 281.19046354293823 66.51607871055603 1874.6889035701752 40.613771557807922 113.10238265991211 54.621111631393433 136.42058348655701 97.5045006275177
leaf_count=3213 34 37 35 154 20 1053 16 58 24 101 35
internal_value=0 0.000119769 0.00127142 4.65788e-05 -4.07502e-05 -0.000122533 -0.000861908 -0.000446211 -0.0010705 -0.00157337 0.00108878
internal_weight=0 2882.8 172.263 2710.54 2429.35 2265.33 390.64 344.758 231.655 191.042 164.021
internal_count=4780 1567 72 1495 1341 1286 233 199 141 125 55
is_linear=0
shrinkage=0.06


Tree=796
num_leaves=12
num_cat=0
split_feature=15 54 114 138 17 78 78 51 34 70 25
split_gain=0.0161798 0.0951914 0.131401 0.0497132 0.0917787 0.143798 0.0885165 0.137901 0.168284 0.134843 0.105059
threshold=0.0058306583669036635 0.01884530205279589 0.0066005610860884198 0.00017767510871635753 0.0058306583669036635 0.00068727668258361529 0.000490355829242617 0.0026012937305495147 0.00017767510871635753 0.0068083447404205808 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 10 8 -8 -9 -1
right_child=-2 2 -4 -5 5 -7 7 9 -10 -11 -12
leaf_value=6.8487130785975715e-05 7.3613548800699995e-05 -0.0051148435440181664 -0.00027298025153242583 0.00014028096522642258 -0.0051027105020737366 -0.00078415119003520748 -0.0034112963105448228 0.00071890715682022366 -0.00059948180664117705 -0.0024164982162015016 0.0020417591279013707
leaf_weight=451.63025975227356 5059.8016067743301 31.874839544296265 54.985698223114014 2401.2527338266373 32.396670579910278 193.8331435918808 87.200075507164001 435.74293768405914 631.84569871425629 55.689822554588318 123.74634552001953
leaf_count=156 2387 26 38 1414 23 117 54 191 303 42 29
internal_value=0 -8.27675e-05 -0.00204978 -4.4054e-05 -0.000264042 -0.00140258 -0.000119814 -0.000411045 -0.000940476 0.000363599 0.000492879
internal_weight=0 4500.2 86.8605 4413.34 2012.08 226.23 1785.86 1210.48 719.046 491.433 575.377
internal_count=4780 2393 64 2329 915 140 775 590 357 233 185
is_linear=0
shrinkage=0.06


Tree=797
num_leaves=12
num_cat=0
split_feature=44 140 47 42 121 34 38 44 65 144 121
split_gain=0.0158768 0.0396432 0.0396677 0.0412873 0.0745051 0.0556648 0.0404047 0.0224044 0.0798107 0.106125 0.102387
threshold=0.04673989117145539 0.00060774214216507982 0.0066005610860884198 0.0079489401541650313 0.00087947337306104611 0.0053125319536775359 0.00044738779251929378 0.0044099434744566688 0.00017767510871635753 0.0013146653072908523 0.007706565549597145
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 -3 -6 -7 8 10 -10 -1
right_child=1 2 -4 -5 5 6 -8 -9 9 -11 -12
leaf_value=0.00011281978863971423 0.001913572841184472 -0.002524109806212141 0.00093327995233236083 0.0014510773669613674 0.0012967304591524264 -0.0017008014729036959 0.00040031128867504159 -0.00014197585435923095 -0.00053399295793209601 0.00021879093249683657 0.0010640043863121959
leaf_weight=2520.8063335418701 50.943245530128479 53.759742856025696 154.39522969722748 44.109344363212585 74.393641948699951 73.010442137718201 60.046764135360718 3334.0182800292969 1443.8567386865616 1264.7281081676483 485.9319611787796
leaf_count=1282 21 37 54 12 23 39 25 1661 705 761 160
internal_value=0 0.000325497 0.000149515 -0.000246822 -0.000533538 -1.76927e-05 -0.0007526 -1.83679e-05 5.37384e-05 -0.000182493 0.000266545
internal_weight=0 510.658 459.715 305.32 261.211 207.451 133.057 9049.34 5715.32 2708.58 3006.74
internal_count=4780 211 190 136 124 87 64 4569 2908 1466 1442
is_linear=0
shrinkage=0.06


Tree=798
num_leaves=12
num_cat=0
split_feature=98 8 53 24 5 137 23 98 147 30 116
split_gain=0.0170016 0.0643106 0.075435 0.0972915 0.0933835 0.104133 0.0830914 0.0665963 0.0906103 0.122904 0.106034
threshold=0.0062037324532866487 0.014293605927377941 0.0037758676335215573 0.0035485138650983576 0.00075379351619631063 0.00040826165059115743 0.011169348377734424 0.012636432424187662 0.0045489775948226461 0.0020292587578296666 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 4 -4 6 -6 -3 -2 9 -9 -10
right_child=1 2 3 -5 5 -7 -8 8 10 -11 -12
leaf_value=6.211150013551326e-05 -0.00045395487410214078 -0.00046812316545627219 -0.00018503870037091984 -0.0037593587110776329 -0.0038436621784761391 -0.0002881422142323721 0.0024961280389994693 0.00021217007607615709 -0.0027738759608690509 0.002605477780247464 -0.00019132987835999759
leaf_weight=5965.4110851287842 896.23737370967865 80.183881044387817 49.717290163040161 61.115475058555603 43.430268883705139 93.487096786499023 59.160346508026123 1897.191638469696 73.375028729438782 80.523418784141541 260.16692900657654
leaf_count=3273 457 38 20 43 32 42 14 650 53 28 130
internal_value=0 -0.000103077 -0.000833615 -0.00215599 -0.000303093 -0.00141596 0.000790387 -1.49129e-05 0.000155335 0.000309615 -0.000759457
internal_weight=0 3594.59 387.094 110.833 276.262 136.917 139.344 3207.49 2311.26 1977.72 333.542
internal_count=4780 1507 189 63 126 74 52 1318 861 678 183
is_linear=0
shrinkage=0.06


Tree=799
num_leaves=12
num_cat=0
split_feature=31 51 42 71 110 127 142 147 23 98 29
split_gain=0.0158336 0.0500346 0.0744249 0.0721691 0.0684091 0.110137 0.0666924 0.0643064 0.0637843 0.0573701 0.056366
threshold=0.0019672545604407792 0.0034400182776153092 0.014293605927377941 0.10522961243987085 0.011519505176693203 0.017188700847327713 0.013439828064292671 0.0010585968848317864 0.0063990866765379914 0.0072436286136507997 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 5 -2 10 -4 -6 -7 -3
right_child=1 3 7 -5 8 9 -8 -9 -10 -11 -12
leaf_value=-3.9906524596114406e-05 -0.00047319288582632651 0.00061567883657365826 -0.00061925640172525906 0.0026278466097875469 -0.00053179271467608958 0.00014884853416324766 0.0013147421954596479 0.0015994651030326191 -0.0039599516043859828 0.0028116273259988535 -0.00050971891337490017
leaf_weight=7544.822843670845 712.70170390605927 320.08149755001068 69.332576036453247 53.212862968444824 44.473930954933167 56.733484625816345 196.96412980556488 146.17812871932983 34.848581314086914 59.864470839500427 320.78562188148499
leaf_count=3585 482 196 36 16 26 36 99 61 25 18 200
internal_value=0 0.00014941 -0.000116767 0.000485216 -0.00035453 -0.000193518 0.000349132 0.000885674 -0.00203788 0.00151599 5.23617e-05
internal_weight=0 2015.18 1124.13 891.044 908.622 829.3 837.831 215.511 79.3225 116.598 640.867
internal_count=4780 1195 684 511 587 536 495 97 51 54 396
is_linear=0
shrinkage=0.06


Tree=800
num_leaves=12
num_cat=0
split_feature=136 8 1 34 63 81 104 32 55 44 107
split_gain=0.0162547 0.0209778 0.0907802 0.091156 0.106319 0.0690776 0.0879529 0.0703229 0.0691134 0.0954304 0.112838
threshold=0.013032016810029747 0.0044099434744566688 0.091400381177663817 0.00055427959887310873 0.0014881226234138014 0.0079489401541650313 0.012636432424187662 0.013860232196748258 0.00044738779251929378 0.0020932231564074759 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 7 8 -1 9 10 -7
right_child=-2 -3 3 4 -6 6 -8 -9 -10 -11 -12
leaf_value=1.5000561016975899e-05 0.00080105220519087353 0.0001011944300737488 0.00032754487112057214 -0.0059486879045338517 -0.00075924761880835059 0.00062918460877741094 0.00076474562202261142 0.002260304976838112 0.00045245986324727504 -0.00061033673078634795 -0.003135971931355412
leaf_weight=4683.9732376337051 90.331061720848083 3810.2678425312042 38.865985155105591 29.422928810119629 27.492849111557007 36.596367716789246 149.15187048912048 50.760952234268188 121.5268257856369 389.57131803035736 132.03859305381775
leaf_count=2262 36 1933 18 24 19 23 60 14 82 215 94
internal_value=0 -7.64123e-06 -8.09163e-05 -0.00191238 -0.00344196 -4.93863e-05 -0.000554678 3.90724e-05 -0.000844195 -0.00112649 -0.00231888
internal_weight=0 9469.67 5659.4 95.7818 56.9158 5563.62 828.885 4734.73 679.733 558.206 168.635
internal_count=4780 4744 2811 61 43 2750 474 2276 414 332 117
is_linear=0
shrinkage=0.06


Tree=801
num_leaves=12
num_cat=0
split_feature=19 78 26 15 50 112 34 18 112 29 113
split_gain=0.0168674 0.0873089 0.0762297 0.0588001 0.0641825 0.0607149 0.0428473 0.0579334 0.0707262 0.0930176 0.15222
threshold=0.02129978779703379 0.000490355829242617 0.00042089859198313212 0.012636432424187662 0.012636432424187662 0.00037263428384903824 0.021960759535431865 0.00096484774257987748 0.00093549740267917525 0.0053125319536775359 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 7 -3 9 -9 -11
right_child=1 3 -4 4 -6 -7 -8 8 -10 10 -12
leaf_value=-2.8193616315866644e-05 -0.0033234776441268001 -0.0001888606510072447 0.00018953052546329452 0.0011786367314102699 -0.0023984243928733794 -0.0016458467947651711 0.0015988494687000424 0.00051656478296772696 -0.0006529981097345871 0.00077549954120942777 0.0053177654911514896
leaf_weight=8496.692990899086 44.656224250793457 311.83934772014618 44.291637659072876 74.758228540420532 51.30783212184906 43.247975587844849 130.42300224304199 175.10427534580231 79.662050008773804 60.933181762695312 47.083086133003235
leaf_count=4197 33 179 19 37 35 25 55 112 41 36 11
internal_value=0 0.00022529 -0.00157417 0.000389561 -0.000626792 0.000143495 0.000603316 0.000410852 0.000926351 0.00137073 0.00275542
internal_weight=0 1063.31 88.9479 974.359 169.314 118.006 805.045 674.622 362.783 283.121 108.016
internal_count=4780 583 52 531 97 62 434 379 200 159 47
is_linear=0
shrinkage=0.06


Tree=802
num_leaves=12
num_cat=0
split_feature=35 115 10 79 81 148 95 128 75 144 95
split_gain=0.0160394 0.0756617 0.10275 0.0764065 0.130047 0.0823675 0.135665 0.0681151 0.0655873 0.12695 0.0836532
threshold=0.0048403022810816774 0.0011980500421486797 0.028884131461381916 0.00899649551138282 0.016668972559273246 0.0079489401541650313 0.00077738583786413084 0.0035485138650983576 0.00064626874518580746 0.0011261500185355546 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 -3 10 -10
right_child=1 7 -4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-4.9956056836405205e-05 0.00086423823064674891 0.00092553101598925761 -0.002095054790334493 -0.00036400285184501113 -0.00043038613885510314 0.0048079115326545721 0.0014500990852682181 0.00026383597886246827 -0.0023748445565046359 3.4855726981953603e-05 -0.00058623937972646697
leaf_weight=6764.8689365386963 163.15921056270599 116.23336887359619 44.473930954933167 135.16957926750183 122.02360796928406 69.48982048034668 115.00741350650787 1149.7206946611404 176.51252400875092 501.63003861904144 201.71070683002472
leaf_count=3216 68 40 26 76 55 19 39 722 120 279 120
internal_value=0 0.000120905 0.000688388 0.000893052 0.00125482 0.00184631 0.0027148 -5.08157e-05 -0.000413998 -0.000590957 -0.00142096
internal_weight=0 2795.13 649.324 604.85 469.68 347.656 184.497 2145.81 996.087 879.853 378.223
internal_count=4780 1564 283 257 181 126 58 1281 559 519 240
is_linear=0
shrinkage=0.06


Tree=803
num_leaves=12
num_cat=0
split_feature=81 63 69 69 75 33 123 117 40 40 82
split_gain=0.0158812 0.0478899 0.0533921 0.0348517 0.036398 0.0509018 0.0483584 0.0359187 0.0236512 0.0669307 0.13326
threshold=0.027182282879948619 0.0013146653072908523 0.0054799309000372895 0.0020292587578296666 0.00017767510871635753 0.00093549740267917525 0.00082683752407319855 0.0095705352723598498 0.00060774214216507982 0.0011980500421486797 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 -3 -6 7 -7 -1 10 -10
right_child=1 2 -4 -5 5 6 -8 -9 9 -11 -12
leaf_value=0.00014563696275592179 -0.0011174196445390859 0.0021990514194876456 -0.001424622528127763 0.0021258701790773135 0.0014543058564982386 -0.0021719856862626491 0.0011243597229643029 0.00020974498396875214 -0.0010743747844357907 1.4250245476416701e-06 0.0004261394468517466
leaf_weight=2379.4387822151184 67.584789633750916 41.65743362903595 40.978358149528503 64.246461272239685 82.635791778564453 56.211653590202332 48.491334795951843 38.344154119491577 604.92477834224701 5806.5587184429169 328.92757630348206
leaf_count=968 38 10 30 25 40 39 19 21 329 3140 121
internal_value=0 0.000352012 0.000618573 0.000871076 0.000569528 0.000268744 -0.000416134 -0.00120615 -1.69891e-05 -7.43979e-05 -0.000545854
internal_weight=0 440.15 372.565 331.587 267.34 225.683 143.047 94.5558 9119.85 6740.41 933.852
internal_count=4780 222 184 154 129 119 79 60 4558 3590 450
is_linear=0
shrinkage=0.06


Tree=804
num_leaves=12
num_cat=0
split_feature=23 135 73 5 56 141 27 148 80 72 71
split_gain=0.0155752 0.0785902 0.088507 0.0855381 0.0971186 0.0780199 0.182227 0.124251 0.0746156 0.136444 0.15244
threshold=0.015675474889576439 0.00039601318712811922 0.0017376682371832433 0.0022975050378590827 0.0005375427135732026 0.0005893622583243997 0.0010585968848317864 0.0051502294372767219 0.0014427106943912806 0.00244467705488205 0.02129978779703379
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 5 -5 6 7 -3 9 10 -2
right_child=1 3 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-5.2485873801325997e-05 0.00073784950642030473 -0.0051066268944102476 -0.00028019816173491155 0.00087573621412166257 -0.0013433187909710125 -0.00023816100950368408 0.00056979769730288398 -0.00095753963500676688 0.0003376670952639206 -0.0011039178489812142 0.0033840924663877392
leaf_weight=6504.7952516078949 175.23647093772888 57.437608957290649 428.98418307304382 407.70320868492126 85.974120140075684 960.98061716556549 80.183881044387817 47.447672724723816 604.87468063831329 64.611047863960266 141.77108943462372
leaf_count=3343 71 40 254 151 53 455 38 25 281 39 30
internal_value=0 0.000111747 0.000439276 -0.000170989 0.000489287 -0.000455412 -0.0015835 -0.00322968 0.000752145 0.0014091 0.00192129
internal_weight=0 3055.2 1415.48 1639.73 493.677 1146.05 185.069 104.885 986.493 381.619 317.008
internal_count=4780 1437 675 762 204 558 103 65 421 140 101
is_linear=0
shrinkage=0.06


Tree=805
num_leaves=12
num_cat=0
split_feature=95 127 38 0 0 129 23 29 65 36 91
split_gain=0.0167592 0.0867408 0.0736678 0.0798815 0.151671 0.121483 0.118028 0.0808626 0.128484 0.107971 0.158152
threshold=0.0072436286136507997 0.0036604277556762104 0.0084566329605877417 0.0010918468469753864 0.00068727668258361529 0.00093549740267917525 0.015675474889576439 0.007706565549597145 0.0014881226234138014 0.00047558375808876013 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 9 -9 10 -5
right_child=1 -3 -4 7 5 -7 -8 8 -10 -11 -12
leaf_value=-3.4700719092964614e-05 0.0014591237560221335 -0.0010142455651420516 -0.0015055404361587752 -0.0029648473266159561 -0.0054422716628970023 -3.8605394344853986e-05 -0.0020920165772558151 0.0018891908593387668 -0.00045757997065365625 0.00096700623929301213 0.00023979075700546529
leaf_weight=8028.2138448953629 112.21596503257751 191.04169511795044 72.670904397964478 76.531063795089722 34.848581314086914 26.266893744468689 48.15179705619812 330.67536270618439 112.5805516242981 325.63934564590454 201.16382694244385
leaf_count=3993 47 125 49 59 25 18 29 119 61 156 99
internal_value=0 0.000181869 0.000352303 0.000458772 -0.000576418 -0.00311982 0.000392863 0.000677843 0.00129315 0.000225795 -0.000643388
internal_weight=0 1531.79 1340.74 1268.07 221.483 61.1155 160.368 1046.59 443.256 603.334 277.695
internal_count=4780 787 662 613 119 43 76 494 180 314 158
is_linear=0
shrinkage=0.06


Tree=806
num_leaves=12
num_cat=0
split_feature=98 135 62 47 47 141 103 94 123 67 123
split_gain=0.016224 0.0513119 0.108726 0.107948 0.104245 0.0682152 0.0650434 0.0546153 0.0534152 0.0908286 0.133587
threshold=0.0062037324532866487 0.0063990866765379914 0.00017767510871635753 0.0017376682371832433 0.0084566329605877417 0.0038949446752667431 0.099559046328067793 0.0054799309000372895 0.00052132029668428015 0.001792412775103003 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -5 8 -4 -1 10 -10
right_child=-2 2 7 4 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.00014509648927727326 -0.0001006924197550846 0.0036917821108042098 -0.00066179487895005049 -0.0026857343384752153 0.0023345702940637154 0.00089951424178438301 0.0018982896978679215 0.0010113397351153176 0.0016463986256191046 -0.00036998142417174213 0.00017563670116025405
leaf_weight=3685.3205904960632 3594.5887471437454 65.290123343467712 207.136359333992 36.074536681175232 77.367383718490601 40.613771557807922 64.585999011993408 106.26848149299622 303.75444233417511 549.6997377872467 829.29965937137604
leaf_count=1927 1507 19 121 26 22 16 15 49 145 397 536
internal_value=0 6.06744e-05 0.000622607 0.00164718 0.000780663 -0.000787003 5.56882e-06 -9.44728e-05 -1.72035e-05 0.000262889 0.000569925
internal_weight=0 5965.41 532.751 219.346 154.056 76.6883 5432.66 313.405 5368.07 1682.75 1133.05
internal_count=4780 3273 253 83 64 42 3020 170 3005 1078 681
is_linear=0
shrinkage=0.06


Tree=807
num_leaves=12
num_cat=0
split_feature=60 51 87 139 4 49 142 113 97 10 56
split_gain=0.0164265 0.0910693 0.152349 0.102117 0.0673089 0.0817694 0.096514 0.0892949 0.091915 0.0747387 0.0701234
threshold=0.004017772153019906 0.0011261500185355546 0.00043393640953581786 0.00017767510871635753 0.00046126570669002836 0.00037263428384903824 0.015675474889576439 0.0013146653072908523 0.00017767510871635753 0.0013986918493174019 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 6 7 9 10 -6 -9
right_child=1 4 3 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-3.6092434942820915e-05 -0.00041298758735923554 0.00073996262880459329 0.0022718841599366959 -0.00057630757370161114 0.00069018238512004145 0.00037100031003440512 0.00035913319139564253 -0.0045777942702659577 -0.00083292646879040136 -0.0016574575609628452 -0.0013090448412693384
leaf_weight=7896.9614740610123 202.41483116149902 256.85364949703217 237.03102147579193 56.029360294342041 102.77290868759155 343.37464952468872 177.19159948825836 68.47120726108551 89.834279537200928 92.990314602851868 36.074536681175232
leaf_count=3814 124 141 94 32 53 215 100 49 63 69 26
internal_value=0 0.000171385 0.000852963 0.00172735 -0.000117854 -0.000359789 -0.000802094 -0.00132949 -0.00224043 -0.00042498 -0.00344988
internal_weight=0 1663.04 495.475 293.06 1167.56 910.709 567.335 390.143 194.38 195.763 104.546
internal_count=4780 966 250 126 716 575 360 260 138 122 75
is_linear=0
shrinkage=0.06


Tree=808
num_leaves=12
num_cat=0
split_feature=145 19 70 117 147 137 150 15 92 19 46
split_gain=0.0152912 0.0526331 0.12207 0.123172 0.108119 0.093345 0.0941404 0.0912921 0.126503 0.0800519 0.0783614
threshold=0.00044738779251929378 0.0063990866765379914 0.0016331639490090313 0.00062670491752214741 0.0033348383149132137 0.0010263677686452868 0.0025217677466571335 0.0032328735105693345 0.00017767510871635753 0.0013986918493174019 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -5 -4 -10
right_child=-2 -3 9 5 -6 -7 -8 -9 10 -11 -12
leaf_value=0.0020998719502835989 -3.4038623905690913e-05 -0.00032367634134207148 -6.4226268188098754e-05 -0.0034313353536285034 -0.00047381946222907218 0.0014093503990404404 -0.0022978295657062327 0.00085824364058034491 0.0011312335225127407 0.002241105551719733 -0.0014825831862807851
leaf_weight=159.63858890533447 7958.6168776750565 524.5586040019989 77.549677014350891 59.707226395606995 92.990314602851868 83.67945384979248 110.65047192573547 147.03949749469757 80.523418784141541 180.29753684997559 84.748164772987366
leaf_count=48 4039 284 29 35 69 34 56 48 28 58 52
internal_value=0 0.000169167 0.000409247 5.07981e-05 0.00115252 -0.000440643 -0.000761373 -0.000304381 -0.00106424 0.00154776 -0.000209083
internal_weight=0 1601.38 1076.82 818.977 252.629 566.348 482.669 372.018 224.979 257.847 165.272
internal_count=4780 741 457 370 117 253 219 163 115 87 80
is_linear=0
shrinkage=0.06


Tree=809
num_leaves=12
num_cat=0
split_feature=12 37 14 17 129 8 104 113 87 4 113
split_gain=0.016142 0.0262547 0.061924 0.0801919 0.212288 0.131701 0.110637 0.179677 0.110843 0.0999424 0.153648
threshold=0.019431582652032379 0.0011261500185355546 0.00040826165059115743 0.00093549740267917525 0.00093549740267917525 0.0053125319536775359 0.0015833032084628942 0.0013146653072908523 0.0014881226234138014 0.0026012937305495147 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 9 7 -5 -8 -1 -11
right_child=-2 -3 -4 4 -6 -7 8 -9 -10 10 -12
leaf_value=0.00030643614046722156 0.00030712866921423914 0.00012575154698846498 -0.00025363308053257314 -0.0011935679777453849 0.0012241726614813534 0.0014013574278498723 0.00021991609642786134 -0.0061235130945284022 -0.0021733570393885067 -0.00031539718041575837 -0.0042976056238588894
leaf_weight=1264.5847663879395 578.75808000564575 2980.9862806797028 3524.7454862594604 89.80923068523407 192.06030833721161 341.86620545387268 213.21603846549988 37.822323083877563 103.47703301906586 189.9479353427887 42.726144552230835
leaf_count=456 407 1582 1820 39 95 111 78 24 57 83 28
internal_value=0 -1.97916e-05 -9.20989e-05 0.000137901 -0.000442636 0.000338782 -0.00116312 -0.00265451 -0.000562068 9.61659e-05 -0.00104665
internal_weight=0 8981.24 6000.26 2475.51 636.385 1839.13 444.325 127.632 316.693 1497.26 232.674
internal_count=4780 4373 2791 971 293 678 198 63 135 567 111
is_linear=0
shrinkage=0.06


Tree=810
num_leaves=12
num_cat=0
split_feature=93 118 60 133 113 148 125 52 92 95 127
split_gain=0.0152927 0.0661565 0.0582365 0.134445 0.0797381 0.0634512 0.0603547 0.0788407 0.0493448 0.0363181 0.0826414
threshold=0.030689206905663017 0.0084566329605877417 0.00046126570669002836 0.010829726699739696 0.0013146653072908523 0.011519505176693203 0.0010585968848317864 0.00096484774257987748 0.0072436286136507997 0.0072436286136507997 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 5 8 6 7 -2 -4 -1 -11
right_child=1 -3 4 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=-8.712445979554398e-05 0.0011327006816583792 -0.0012542828864777805 -0.0016166826010610171 -0.0022304813810572754 0.0012305607818797024 -0.0012502102144846833 0.0015019455691632111 -0.00053125794638104258 0.00087765170264328277 0.00043082931830047455 -0.0009844461527760797
leaf_weight=6842.6871995925903 168.89935195446014 105.90389490127563 67.402496337890625 87.879150986671448 381.93309712409973 86.65319561958313 155.59613621234894 260.79590678215027 49.534996867179871 1182.8534897565842 169.86091613769531
leaf_count=3670 35 35 31 34 106 33 31 62 13 612 118
internal_value=0 0.000185972 0.000307151 -2.35424e-05 0.000810827 0.000265088 0.00048943 0.000122791 -0.000560077 -3.09657e-05 0.000253113
internal_weight=0 1364.6 1258.69 759.824 498.871 671.945 585.291 429.695 116.937 8195.4 1352.71
internal_count=4780 380 345 195 150 161 128 97 44 4400 730
is_linear=0
shrinkage=0.06


Tree=811
num_leaves=12
num_cat=0
split_feature=90 66 1 150 91 80 2 29 89 89 47
split_gain=0.0155785 0.0363554 0.0424883 0.0420597 0.038715 0.0296394 0.0230197 0.0374956 0.0234112 0.0704823 0.0944109
threshold=0.0016331639490090313 0.0010585968848317864 0.00062670491752214741 0.0041444667149335155 0.00099512818269431613 0.0022272822679951791 0.060991313308477409 0.0041444667149335155 0.00068727668258361529 0.00096484774257987748 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 -3 8 -8 -1 10 -10
right_child=1 5 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-5.6267678121911592e-05 -0.00045329787422923622 0.00025705218993856289 -0.00022684927050847458 -0.0031060796748681278 0.0014690157352136733 0.0022365980362933826 0.00035376442127075115 -0.0024256298656295631 -0.00058130544914567015 1.059094563485123e-05 0.0016046361164968946
leaf_weight=7212.4316947460175 69.514869332313538 51.647369861602783 62.863261461257935 25.745062708854675 82.453498482704163 57.594853401184082 33.440332651138306 36.596367716789246 100.86787784099579 1585.5888766050339 241.25576746463776
leaf_count=3331 43 25 41 21 33 23 17 23 72 1033 118
internal_value=0 0.000393005 -1.91713e-05 -0.00106341 0.000589692 0.00130071 -1.4927e-05 -0.00109856 -6.62366e-06 0.000179117 0.000960158
internal_weight=0 349.819 240.577 88.6083 151.968 109.242 9210.18 70.0367 9140.14 1927.71 342.124
internal_count=4780 186 138 62 76 48 4594 40 4554 1223 190
is_linear=0
shrinkage=0.06


Tree=812
num_leaves=12
num_cat=0
split_feature=67 108 100 25 116 42 29 136 108 118 99
split_gain=0.0159503 0.0416459 0.153284 0.0568293 0.0549966 0.0513216 0.102422 0.0586308 0.0585445 0.0647981 0.0633838
threshold=0.0010585968848317864 0.0005375427135732026 0.0021592099219560628 0.014293605927377941 0.010829726699739696 0.017724351026117805 0.0087224207818508166 0.0054799309000372895 0.0087224207818508166 0.01884530205279589 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 7 -7 8 -3 10 -10
right_child=1 3 -4 4 -6 6 -8 -9 9 -11 -12
leaf_value=-4.1803116243467813e-05 0.00024830111747449561 -0.00012420044883201109 0.0045178726503143527 -0.00086387983825217082 0.0017091330385451632 -0.00015015845421540789 0.0032099001322221841 -0.0022440596306295035 0.0012655335457134398 0.0027471351748323768 -0.00017197464076900459
leaf_weight=7405.4535672664642 198.76201391220093 893.02428960800171 35.709950089454651 326.75815427303314 32.918501615524292 73.714566469192505 58.638515472412109 37.30049204826355 197.12137424945831 49.534996867179871 251.0634104013443
leaf_count=3509 145 564 12 222 20 43 17 27 82 13 126
internal_value=0 0.000143683 0.000898554 5.15007e-05 -0.000628391 0.000208218 0.0013385 0.000103462 0.000166423 0.00068787 0.000460273
internal_weight=0 2154.55 234.472 1920.07 359.677 1560.4 132.353 1428.04 1390.74 497.72 448.185
internal_count=4780 1271 157 1114 242 872 60 812 785 221 208
is_linear=0
shrinkage=0.06


Tree=813
num_leaves=12
num_cat=0
split_feature=43 92 107 121 50 104 113 136 70 94 144
split_gain=0.0163549 0.0478315 0.0918468 0.0616406 0.125469 0.160872 0.0776025 0.0696298 0.0559935 0.0505729 0.0692296
threshold=0.00085274505545385193 0.17555952817201617 0.0035485138650983576 0.00064626874518580746 0.018276390619575981 0.0042751494329422721 0.0044099434744566688 0.00062670491752214741 0.0005375427135732026 0.0012745757703669371 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 7 9 8 -2 -7 -11
right_child=1 2 -4 -5 -6 6 -8 -9 -10 10 -12
leaf_value=7.865771680631476e-05 -0.0024966259165267869 -0.0029652728724470266 0.00045540382468338262 2.3755526183089832e-05 0.00078333906706181018 0.001997712426399117 -0.0020518119706809707 -0.0010823145877618093 -0.0054571613141761047 -0.0021188932749115611 0.0016905085635112831
leaf_weight=4769.0470374822617 51.30783212184906 57.959439992904663 55.142942667007446 4210.364830493927 142.31796932220459 56.368898034095764 54.281573891639709 52.011956453323364 41.682482481002808 38.526447415351868 30.98842191696167
leaf_count=2626 35 37 21 1838 51 22 34 39 34 28 15
internal_value=0 -7.82981e-05 -0.00129753 -4.88192e-05 -0.000702457 -0.00135275 -0.00015549 -0.00284035 -0.00382367 0.000662211 -0.000420734
internal_weight=0 4790.95 113.102 4677.85 467.486 325.168 180.165 145.002 92.9903 125.884 69.5149
internal_count=4780 2154 58 2096 258 207 99 108 69 65 43
is_linear=0
shrinkage=0.06


Tree=814
num_leaves=12
num_cat=0
split_feature=4 112 106 22 105 84 144 20 149 124 3
split_gain=0.0160378 0.048241 0.078378 0.0331333 0.0204696 0.0196122 0.0193139 0.0587514 0.0763172 0.0699988 0.0616022
threshold=0.010180860292166473 0.0013146653072908523 0.0072436286136507997 0.00047558375808876013 0.0036604277556762104 0.0005375427135732026 0.0038949446752667431 0.018276390619575981 0.02129978779703379 0.0005893622583243997 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 4 5 -2 -1 8 9 -8 -9
right_child=1 2 -4 -5 -6 -7 7 10 -10 -11 -12
leaf_value=-5.7795927845728117e-05 0.0024148320981874035 -0.0016124595394363839 0.0009990717574503091 -0.0005885815875992798 0.00033602772448167184 0.00083665349148546954 -0.0017528509909739537 0.0030353369860104352 -0.0021580346411786944 0.00023758780743731754 -4.0299034984696714e-05
leaf_weight=7440.7738819122314 71.602193474769592 87.357319951057434 78.593339085578918 38.526447415351868 49.377752423286438 46.925841689109802 66.358834266662598 50.943245530128479 53.055618524551392 1533.0550891160965 43.430268883705139
leaf_count=3483 31 37 23 28 30 28 37 21 33 997 32
internal_value=0 0.000386013 -0.000375652 0.000998314 0.00136243 0.00179002 -1.56455e-05 0.000163897 8.07411e-05 0.000155006 0.00161994
internal_weight=0 372.383 165.951 206.432 167.906 118.528 9187.62 1746.84 1652.47 1599.41 94.3735
internal_count=4780 177 60 117 89 59 4603 1120 1067 1034 53
is_linear=0
shrinkage=0.06


Tree=815
num_leaves=12
num_cat=0
split_feature=35 115 135 39 91 45 69 108 5 78 24
split_gain=0.0149875 0.0675208 0.0755107 0.132905 0.115363 0.0868957 0.0628383 0.0893072 0.0590221 0.0616868 0.0473981
threshold=0.0048403022810816774 0.0011980500421486797 0.00017767510871635753 0.00244467705488205 0.0012745757703669371 0.0026833302108570938 0.00073092587990686308 0.007706565549597145 0.0026833302108570938 0.0049928687512874612 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -4 9 -8 -3
right_child=1 10 6 -5 -6 -7 8 -9 -10 -11 -12
leaf_value=-4.829007053871195e-05 -0.0037124529182986617 0.00039781423777910979 -0.00069968915258555213 0.003104916550098136 0.0022360220244942624 0.00060957833623094158 -0.0036266195089489847 0.0017007031819599075 0.00080687823432268498 -0.00059103329900806877 -0.00022478319114436189
leaf_weight=6764.8689365386963 32.396670579910278 618.43533623218536 88.243737578392029 104.67793953418732 54.621111631393433 34.666288018226624 33.622625946998596 151.76102566719055 64.246461272239685 85.087702512741089 1527.3719967603683
leaf_count=3216 23 364 48 34 24 18 24 45 25 42 917
internal_value=0 0.000116873 0.000652958 0.00153741 0.000188971 -0.0014783 0.000179615 0.000818139 -0.000658008 -0.00145081 -4.53466e-05
internal_weight=0 2795.13 649.324 226.362 121.684 67.063 422.962 240.005 182.957 118.71 2145.81
internal_count=4780 1564 283 99 65 41 184 93 91 66 1281
is_linear=0
shrinkage=0.06


Tree=816
num_leaves=12
num_cat=0
split_feature=15 68 12 94 105 93 79 39 29 15 42
split_gain=0.015925 0.0669976 0.132078 0.0848086 0.188625 0.127484 0.0834217 0.122769 0.113584 0.0857745 0.0646146
threshold=0.0058306583669036635 0.0031340263085439806 0.00017767510871635753 0.00043393640953581786 0.0036604277556762104 0.00082683752407319855 0.00082683752407319855 0.00064626874518580746 0.007706565549597145 0.0032328735105693345 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 8 9 -4 -8 -2
right_child=10 2 6 4 -6 -7 7 -9 -10 -11 -12
leaf_value=3.7088721227152654e-05 -0.0021474151632127005 -0.0004073465393013906 -0.00029245724537022103 -0.0022878686216808424 -6.5127511301303585e-05 -0.0072484929529910659 -0.00031826966393670562 -0.00036199421802120128 -0.0042149264910646272 0.002625806614580832 9.3735878059842185e-05
leaf_weight=3557.1421568393707 46.743548393249512 87.879150986671448 80.183881044387817 37.30049204826355 52.169200897216797 37.30049204826355 54.985698223114014 452.30238389968872 39.752402782440186 101.18236672878265 5013.0580583810806
leaf_count=1843 21 34 38 27 22 27 38 297 29 38 2366
internal_value=0 -8.21132e-05 -0.000531735 -0.00183977 -0.00283275 -0.00476818 -0.000146278 0.000138798 -0.00159254 0.00158922 7.30316e-05
internal_weight=0 4500.2 943.056 214.649 126.77 74.601 728.407 608.47 119.936 156.168 5059.8
internal_count=4780 2393 550 110 76 54 440 373 67 76 2387
is_linear=0
shrinkage=0.06


Tree=817
num_leaves=12
num_cat=0
split_feature=44 31 96 51 8 18 134 23 62 43 92
split_gain=0.0150664 0.0361307 0.046898 0.0521203 0.0803508 0.0418345 0.0783058 0.0281587 0.0260313 0.0281124 0.0734376
threshold=0.04673989117145539 0.0046923852059990176 0.0030382014811038975 0.0026012937305495147 0.0060143163427710542 0.0010585968848317864 0.00043393640953581786 0.011169348377734424 0.017724351026117805 0.024810968898236755 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 6 -4 -3 9 -1 -11
right_child=1 7 5 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=-4.3022520747246691e-05 0.00020480033230960804 -0.0021187886677087745 -0.0026374154526387699 -0.00032068965746969694 0.0028470995491159433 0.00070006344030990118 0.00067519928696286983 0.00032187080485926884 -0.001048617821729246 0.00012912160921904603 0.0019361229603775568
leaf_weight=8076.9556682109833 75.097766280174255 36.074536681175232 52.011956453323364 66.698372006416321 92.418385863304138 105.38206386566162 50.760952234268188 32.214377284049988 87.357319951057434 794.87966501712799 90.148768424987793
leaf_count=4252 27 26 39 27 24 38 14 16 37 251 29
internal_value=0 0.000317081 0.000515374 0.00109778 0.00166255 -0.00013994 -0.00100127 -0.00096744 -1.7893e-05 -7.846e-06 0.000313182
internal_weight=0 510.658 442.369 234.215 167.516 208.155 102.773 68.2889 9049.34 8961.98 885.028
internal_count=4780 211 169 78 51 91 53 42 4569 4532 280
is_linear=0
shrinkage=0.06


Tree=818
num_leaves=12
num_cat=0
split_feature=142 117 144 15 150 51 77 0 66 106 91
split_gain=0.0155402 0.0568164 0.0570214 0.0920654 0.0842856 0.069341 0.0607855 0.0523507 0.0970483 0.142616 0.131224
threshold=0.0062037324532866487 0.0019672545604407792 0.0011261500185355546 0.0022975050378590827 0.0022272822679951791 0.0015833032084628942 0.001792412775103003 0.0038949446752667431 0.00017767510871635753 0.013439828064292671 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 -2 -5 8 9 -3 -11
right_child=1 7 -4 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-5.7759296294156284e-05 -0.0020349554423625292 -0.00024522534779634344 -0.00013174244575029346 0.0014341377379243933 0.00045090990233116941 0.0015260678597197989 0.0038685082823512241 0.00030817948608369473 0.00049299163629794914 -0.0046778666706058037 -0.001003901919131345
leaf_weight=6088.8317955732346 49.377752423286438 1091.6109615564346 203.64078652858734 75.097766280174255 112.39825832843781 32.736208319664001 72.64585554599762 1166.2369945049286 504.05690050125122 50.786001086235046 112.5805516242981
leaf_count=2990 30 541 125 27 54 13 25 619 257 38 61
internal_value=0 0.000101317 0.000663241 0.00113625 0.00168913 -0.000615289 0.00263112 -3.54651e-06 -0.00021022 -0.000492663 -0.00214603
internal_weight=0 3471.17 545.897 342.256 260.142 82.114 147.744 2925.27 1759.03 1254.98 163.367
internal_count=4780 1790 274 149 106 43 52 1516 897 640 99
is_linear=0
shrinkage=0.06


Tree=819
num_leaves=12
num_cat=0
split_feature=77 83 32 5 50 108 81 141 136 118 33
split_gain=0.0149543 0.0654756 0.111534 0.104974 0.095284 0.076628 0.0796539 0.0897706 0.107862 0.0666117 0.10376
threshold=0.00096484774257987748 0.045367386192083366 0.0012357163941487672 0.0016846025246195497 0.0016846025246195497 0.044033329933881767 0.00017767510871635753 0.0010263677686452868 0.0003614811430452392 0.00042089859198313212 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -3 6 -6 -8 -9 -1 -11
right_child=-2 2 -4 -5 5 -7 7 8 -10 10 -12
leaf_value=3.8648213699605131e-05 -6.0779059366182667e-05 0.00056639012785623867 -0.0035007791407462175 0.00089336961501143347 0.0002353343163443447 0.00098675849210919249 -0.0047190997504406255 -0.00079010108933768989 -0.0045853999434196336 0.0014620262264646348 0.00011100113414237584
leaf_weight=2274.1068160533905 5772.986190199852 131.30941987037659 40.45652711391449 197.64320528507233 55.66477370262146 42.361557960510254 44.134393215179443 119.04986619949341 34.848581314086914 345.54407155513763 501.89442980289459
leaf_count=978 3164 66 33 79 18 14 36 56 25 114 197
internal_value=0 9.26526e-05 -0.000447683 -0.000250058 -0.000778854 -0.0013755 -0.00176995 -0.00233361 -0.0016495 0.000207844 0.000661883
internal_weight=0 3787.01 665.468 625.012 427.369 296.059 253.698 198.033 153.898 3121.55 847.439
internal_count=4780 1616 327 294 215 149 135 117 81 1289 311
is_linear=0
shrinkage=0.06


Tree=820
num_leaves=12
num_cat=0
split_feature=114 133 76 68 74 24 80 87 110 20 141
split_gain=0.0148375 0.0325916 0.0303905 0.0348789 0.0294801 0.0261074 0.0763848 0.112268 0.168836 0.135797 0.120415
threshold=0.013860232196748258 0.0062037324532866487 0.0005375427135732026 0.0045489775948226461 0.0005375427135732026 0.00017767510871635753 0.00090704852482303988 0.00043393640953581786 0.00017767510871635753 0.00043393640953581786 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 7 8 9 10 -1
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0052910463499695436 2.5037411362657599e-05 0.0016281867057237162 -0.00050666019233604122 0.0026861223779006222 -0.00052366876570375032 1.2788393811438685e-05 0.00023402847726888972 0.00057174494204709561 0.00011514720358441078 -0.00028813311559430191 -0.0012999856967963589
leaf_weight=77.235188126564026 523.61513733863831 52.873325228691101 39.752402782440186 47.96950376033783 40.45652711391449 7991.3600373268127 428.72674322128296 131.30941987037659 129.35429131984711 55.325235962867737 42.022020220756531
leaf_count=63 386 26 29 22 33 3891 175 66 37 28 24
internal_value=0 0.00026498 0.000958913 0.00137123 0.000695403 -2.10859e-05 -0.000334408 -0.00089433 -0.00152772 -0.00274497 -0.00388474
internal_weight=0 704.667 181.052 141.299 93.3299 8855.33 863.973 435.246 303.937 174.582 119.257
internal_count=4780 496 110 81 59 4284 393 218 152 115 87
is_linear=0
shrinkage=0.06


Tree=821
num_leaves=12
num_cat=0
split_feature=23 148 1 96 108 43 114 29 19 135 81
split_gain=0.0157163 0.0698753 0.08307 0.0931782 0.0918011 0.085348 0.108005 0.0844275 0.134374 0.132088 0.107787
threshold=0.015675474889576439 0.023343417793512348 0.0005375427135732026 0.00017767510871635753 0.028884131461381916 0.012636432424187662 0.000490355829242617 0.021960759535431865 0.0034400182776153092 0.00050559637020342063 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 -2 9 -9 -5 -11
right_child=1 -3 4 7 -6 -7 -8 8 -10 10 -12
leaf_value=-5.2723079729367859e-05 -0.0028395077739877396 -0.00069738868267745608 5.0568057117995285e-05 0.0019379869898672598 -0.0018404321776903482 0.0015634504274718709 0.00051172658389914995 0.00055214108296033448 -0.0030417899033319865 -0.00092295152235614584 0.0013573802587728734
leaf_weight=6504.7952516078949 78.436094641685486 340.92273879051208 1480.6103508472443 383.3663946390152 98.573211550712585 48.309041500091553 61.97684383392334 219.00627756118774 45.178055286407471 144.4303423166275 154.39522969722748
leaf_count=3343 40 213 711 138 53 12 30 93 30 63 54
internal_value=0 0.000112252 0.000213946 0.000605458 -6.74689e-05 -0.000611884 -0.00136031 0.000848215 -6.24556e-05 0.00120088 0.000255235
internal_weight=0 3055.2 2714.28 1135.1 1579.18 188.722 140.413 946.376 264.184 682.192 298.826
internal_count=4780 1437 1224 460 764 82 70 378 123 255 117
is_linear=0
shrinkage=0.06


Tree=822
num_leaves=12
num_cat=0
split_feature=136 63 140 60 146 96 59 124 96 128 119
split_gain=0.0144441 0.0209009 0.111497 0.0785642 0.152191 0.0870559 0.0889629 0.102707 0.0820568 0.07497 0.0738599
threshold=0.013032016810029747 0.0034400182776153092 0.00899649551138282 0.013860232196748258 0.0063990866765379914 0.0033348383149132137 0.0022975050378590827 0.0012745757703669371 0.0020932231564074759 0.0035485138650983576 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 5 -5 6 -4 8 -8 -3 -7
right_child=-2 2 3 4 -6 10 7 -9 -10 -11 -12
leaf_value=-6.3640053631442149e-05 0.00075511961862353614 -0.00042087682959685431 0.0021867847013093225 0.0008940315066810065 -0.0044507883646385049 0.0011938185435824238 -0.0037961812441347927 0.0010725872874561674 -0.00062195726218929092 0.00058490628246981365 -0.00054321385697064036
leaf_weight=6759.8830171823502 90.331061720848083 1209.1704812049866 41.135602593421936 48.15179705619812 31.874839544296265 753.29737794399261 49.560045719146729 62.680968165397644 71.784486770629883 342.33098745346069 99.799166917800903
leaf_count=3301 36 678 13 29 26 313 37 34 38 221 54
internal_value=0 -7.20308e-06 0.000133586 0.000579019 -0.00123483 0.00071364 -0.000335761 -0.000899631 -0.00191839 -0.000198956 0.000990612
internal_weight=0 9469.67 2709.79 1158.28 80.0266 1078.26 225.161 184.026 121.345 1551.5 853.097
internal_count=4780 4744 1443 544 55 489 122 109 75 899 367
is_linear=0
shrinkage=0.06


Tree=823
num_leaves=12
num_cat=0
split_feature=145 143 108 93 116 47 98 95 20 78 98
split_gain=0.0165765 0.0509932 0.0603124 0.107867 0.0993076 0.095611 0.0599853 0.0815741 0.0764828 0.105537 0.0947019
threshold=0.00044738779251929378 0.00057154725072905432 0.00093549740267917525 0.0058306583669036635 0.00017767510871635753 0.0017376682371832433 0.015675474889576439 0.0021592099219560628 0.00070876078098081063 0.0011980500421486797 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 8 -8 10 -10 -3
right_child=-2 6 5 -5 -6 -7 7 -9 9 -11 -12
leaf_value=0.0020556553571671661 -3.5440263807382826e-05 -0.00039748049937344279 -0.00026873952452969023 -0.0026757647871264918 -0.0011285208835206846 0.0024256559265544769 0.0011816023634486884 -0.0010431353491530868 -0.0025678211318320441 0.00089640923171481913 -0.0027364851307640201
leaf_weight=86.83548891544342 7958.6168776750565 496.36163055896759 73.349979877471924 42.361557960510254 59.367688655853271 134.07581949234009 256.25667190551758 77.210139274597168 35.892243385314941 268.40907883644104 71.262655735015869
leaf_count=40 4039 261 29 14 45 34 72 39 19 147 41
internal_value=0 0.000176132 0.000766853 -9.77597e-06 0.000762679 0.00147286 -1.79285e-05 0.000666492 -0.000279684 0.000487804 -0.000691132
internal_weight=0 1601.38 395.991 188.565 146.203 207.426 1205.39 333.467 871.926 304.301 567.624
internal_count=4780 741 162 99 85 63 579 111 468 166 302
is_linear=0
shrinkage=0.06


Tree=824
num_leaves=12
num_cat=0
split_feature=51 45 43 69 148 133 144 5 110 19 63
split_gain=0.0157317 0.0536311 0.0559799 0.0710126 0.0431706 0.0524446 0.0419948 0.0376523 0.0643351 0.0717314 0.0577276
threshold=0.013032016810029747 0.029773407615721229 0.010180860292166473 0.0045489775948226461 0.014740333426743748 0.0012745757703669371 0.00044738779251929378 0.00057154725072905432 0.00899649551138282 0.0011615398107096555 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -6 -7 9 -9 -11
right_child=1 -3 3 -5 6 7 -8 8 -10 10 -12
leaf_value=-2.6761636213719518e-05 -0.0015101751095468884 0.0016119044878130013 -0.0029626813707774617 0.00053132701003207831 -0.0017586516249912761 0.0010885940241983391 2.6471934979399209e-05 0.0012805039353329828 0.0024368886010294418 -0.0018087715465278968 0.00093029716120675526
leaf_weight=8528.907368183136 43.247975587844849 91.035186052322388 46.404010653495789 38.161860823631287 64.089216828346252 318.62315118312836 182.6423008441925 69.332576036453247 36.231781125068665 103.50208187103271 37.822323083877563
leaf_count=4213 25 40 31 14 42 140 125 36 9 81 24
internal_value=0 0.000221365 8.67048e-05 -0.00138595 0.000232277 0.000503626 -0.000437219 0.000657633 0.000101454 -0.000300227 -0.00107572
internal_weight=0 1031.09 940.057 84.5659 855.491 608.76 246.732 565.512 246.889 210.657 141.324
internal_count=4780 567 527 45 482 315 167 290 150 141 105
is_linear=0
shrinkage=0.06


Tree=825
num_leaves=12
num_cat=0
split_feature=23 45 125 47 1 150 8 133 121 30 83
split_gain=0.0148625 0.0652795 0.0800013 0.0767422 0.0873441 0.0636334 0.083564 0.0616568 0.0935386 0.0861506 0.129637
threshold=0.0056525857653468856 0.0010263677686452868 0.00017767510871635753 0.0017376682371832433 0.0053125319536775359 0.0068083447404205808 0.0048403022810816774 0.0079489401541650313 0.029773407615721229 0.00057154725072905432 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -5 6 -4 -1 9 10 -9
right_child=1 -3 5 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-7.2323359526069742e-05 -0.00062375409347755015 1.8326441096844289e-05 8.7931552265894456e-05 -0.0052674673603598085 -0.00077663125172517376 0.0018412801919645715 -0.0014193951450886485 0.00029552217092501849 -0.0023342044130774319 1.9820121790921728e-05 0.0021952299918409301
leaf_weight=2295.9026701450348 82.635791778564453 5441.3381171226501 372.01830744743347 37.30049204826355 26.788724780082703 47.265379428863525 205.57086622714996 294.83321702480316 40.796064853668213 485.19583666324615 230.35436475276947
leaf_count=1239 40 2616 163 27 15 18 130 148 23 293 68
internal_value=0 -5.49103e-05 -0.000571391 -0.00183219 -0.00339034 -0.000275337 -0.000448544 0.000101926 0.000482506 0.000596236 0.00112876
internal_weight=0 6212.92 771.58 146.725 64.0892 624.855 577.589 3347.08 1051.18 1010.38 525.188
internal_count=4780 3009 393 82 42 311 293 1771 532 509 216
is_linear=0
shrinkage=0.06


Tree=826
num_leaves=12
num_cat=0
split_feature=135 107 143 149 133 135 146 128 29 141 39
split_gain=0.0162125 0.0568019 0.0586422 0.0738731 0.0672444 0.0743045 0.118803 0.0623531 0.0637304 0.0885777 0.0591083
threshold=0.0037758676335215573 0.00017767510871635753 0.0034400182776153092 0.00070876078098081063 0.0054799309000372895 0.0079489401541650313 0.011519505176693203 0.0026012937305495147 0.018276390619575981 0.0005893622583243997 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7 8 9 -4 -11
right_child=1 2 7 4 5 6 -8 -9 -10 10 -12
leaf_value=-3.9733495688349925e-05 0.0015207855537403699 -0.0025226479869642432 -0.0023041029843946202 0.0002771557618834654 9.5748801943633494e-05 -0.0048427125192806626 -0.00063088679082147915 0.0013536900112393556 0.00084005137151573969 0.00079923957433705283 -0.00038792292019753836
leaf_weight=7595.7772353887558 103.63427746295929 53.577449560165405 63.906923532485962 378.80211091041565 98.912749290466309 38.526447415351868 64.428754568099976 179.27892363071442 325.2497102022171 234.73635518550873 423.1688951253891
leaf_count=3952 40 30 35 124 43 28 32 88 118 75 215
internal_value=0 0.000153652 7.7503e-05 -0.000390887 -0.000194193 -0.00107867 -0.00220698 0.000319748 0.000142716 -0.000171505 3.5649e-05
internal_weight=0 1964.22 1860.59 634.248 580.67 201.868 102.955 1226.34 1047.06 721.812 657.905
internal_count=4780 828 788 257 227 103 60 531 443 325 290
is_linear=0
shrinkage=0.06


Tree=827
num_leaves=12
num_cat=0
split_feature=60 23 120 119 43 53 142 142 110 18 57
split_gain=0.0155078 0.0701183 0.0663515 0.0999376 0.0902982 0.0855786 0.0822666 0.0670609 0.082773 0.0888709 0.0834299
threshold=0.004017772153019906 0.036783467978239066 0.00077738583786413084 0.00040826165059115743 0.0081988852471113222 0.023343417793512348 0.0070226341485977182 0.00096484774257987748 0.002945306478068233 0.00096484774257987748 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -4 -2 9 -9 -10
right_child=1 -3 6 4 -6 -7 -8 8 10 -11 -12
leaf_value=-3.5068643691743344e-05 0.0014516079134627771 0.0015290038968510315 0.0024442095347662882 -0.0007571286604886819 -0.0042649616778180207 -0.0021861265407372424 -0.00049360821929415779 -0.00096641829198560402 0.0014673514300621439 0.00036069569864495267 -0.00082181083932192519
leaf_weight=7896.9614740610123 141.11706280708313 125.70147407054901 86.83548891544342 133.78637945652008 32.918501615524292 55.507529258728027 56.733484625816345 356.70291411876678 226.88384079933167 370.16337430477142 76.688308238983154
leaf_count=3814 74 58 40 92 20 35 36 243 96 230 42
internal_value=0 0.000166524 5.51198e-05 -7.13909e-05 -0.00144981 0.000115876 0.00128329 0.000224944 5.69536e-05 -0.000290573 0.000889064
internal_weight=0 1663.04 1537.34 1393.77 166.705 1227.06 143.569 1171.56 1030.44 726.866 303.572
internal_count=4780 966 908 832 112 720 76 685 611 473 138
is_linear=0
shrinkage=0.06


Tree=828
num_leaves=12
num_cat=0
split_feature=93 34 23 110 105 8 54 37 29 100 142
split_gain=0.0163262 0.0455643 0.118724 0.163889 0.150898 0.134608 0.103293 0.102638 0.0831587 0.0776048 0.0918926
threshold=0.000490355829242617 0.0012745757703669371 0.0056525857653468856 0.00044738779251929378 0.0060143163427710542 0.0021592099219560628 0.00087947337306104611 0.00057154725072905432 0.0027679565828293566 0.00017767510871635753 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 8 7 -7 -4 -2 -5 -11
right_child=1 -3 3 9 -6 6 -8 -9 -10 10 -12
leaf_value=0.00011787753928185723 -7.52737460718298e-05 2.2350988100422279e-05 -0.0065075119862096952 0.00077185469399269381 -0.0027115776918750873 0.00061232224204961548 -0.0026655105483684998 -0.001860952560322862 0.0014895278272051811 0.0010172012093142555 -0.0014828688809874402
leaf_weight=2932.4058966636658 287.27014267444611 5413.405534863472 39.048278450965881 161.3863753080368 55.325235962867737 61.090426206588745 79.844343304634094 30.466590881347656 212.8514518737793 70.011651515960693 216.89390456676483
leaf_count=1813 111 2511 25 46 28 19 48 18 64 16 81
internal_value=0 -5.21554e-05 -0.000384339 -0.000929143 0.000261781 -0.0023104 -0.00124468 -0.00447104 0.000590705 -0.000280715 -0.000872793
internal_weight=0 6627.59 1214.19 658.742 555.447 210.45 140.935 69.5149 500.122 448.292 286.906
internal_count=4780 2967 456 253 203 110 67 43 175 143 97
is_linear=0
shrinkage=0.06


Tree=829
num_leaves=12
num_cat=0
split_feature=61 54 108 99 72 117 68 5 8 121 73
split_gain=0.0150385 0.0881878 0.0794135 0.0712338 0.151704 0.209506 0.0699075 0.121576 0.120472 0.155285 0.118706
threshold=0.00064626874518580746 0.00017767510871635753 0.044033329933881767 0.0013146653072908523 0.0012357163941487672 0.0027679565828293566 0.0027679565828293566 0.0066005610860884198 0.0060143163427710542 0.02129978779703379 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 5 -5 -3 8 9 10 -8
right_child=-2 2 -4 4 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00015421679762101179 -4.7269765861302529e-05 0.00071758518172680024 -0.001823356672265212 -0.00097924350366813202 -0.00022770479346521602 -0.0064040545333534987 -0.00349926446191087 0.0018617739465517002 0.00060819394131472521 0.0010715083571425335 -0.00089283397939889596
leaf_weight=380.07816398143768 6855.1860955953598 1080.6845099925995 59.524933099746704 74.575935244560242 268.22678554058075 39.048278450965881 89.469692945480347 106.94755697250366 295.32999920845032 99.069993734359741 211.85788750648499
leaf_count=173 3574 467 28 30 140 25 49 29 121 26 118
internal_value=0 0.000119802 0.000334348 -0.00042728 -0.00100608 -0.00284354 0.000402544 -2.16123e-05 -0.000311127 -0.000989211 -0.00166673
internal_weight=0 2704.81 1942.88 761.929 381.851 113.624 1883.36 802.675 695.728 400.398 301.328
internal_count=4780 1206 838 368 195 55 810 343 314 193 167
is_linear=0
shrinkage=0.06


Tree=830
num_leaves=12
num_cat=0
split_feature=124 112 27 25 37 25 150 137 148 54 110
split_gain=0.014415 0.039994 0.089778 0.0380876 0.101451 0.118547 0.0734191 0.0758624 0.0983628 0.147769 0.112967
threshold=0.00899649551138282 0.0021592099219560628 0.0022975050378590827 0.00090704852482303988 0.037906534969806678 0.00052132029668428015 0.00899649551138282 0.0016846025246195497 0.0051502294372767219 0.0045489775948226461 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1 8 9 -8 -11
right_child=1 2 -4 -5 -6 -7 7 -9 -10 10 -12
leaf_value=0.00013327248542424944 0.00027271017246872638 -0.0027661587562586736 0.00058376341465770753 -0.00015790603895086307 -0.0020470051054490876 0.00076750601866937664 -0.0033575963118296103 -0.0029242305898986979 0.00013762485564127543 -0.002243883846036764 0.0010590992985409528
leaf_weight=2332.5379893779755 1296.703143119812 51.30783212184906 65.654709935188293 4153.1206610202789 77.574725866317749 857.79302418231964 86.495951175689697 45.699886322021484 437.8302618265152 62.15913712978363 93.122510194778442
leaf_count=964 883 35 33 2151 53 340 50 27 179 37 28
internal_value=0 0.000176863 -0.000885743 -3.06918e-05 0.000101617 0.000144184 -3.06712e-05 -0.000557903 -0.00039878 -0.00137015 -0.000263083
internal_weight=0 1413.67 116.963 8146.33 3993.21 3915.64 3057.85 725.308 679.608 241.778 155.282
internal_count=4780 951 68 3829 1678 1625 1285 321 294 115 65
is_linear=0
shrinkage=0.06


Tree=831
num_leaves=12
num_cat=0
split_feature=4 59 109 105 24 26 8 32 144 79 33
split_gain=0.0154809 0.0424272 0.054519 0.0322796 0.0269784 0.019281 0.0699958 0.0931544 0.0875608 0.104402 0.0872213
threshold=0.010180860292166473 0.013032016810029747 0.013032016810029747 0.0019672545604407792 0.0020292587578296666 0.00017767510871635753 0.0044099434744566688 0.002945306478068233 0.00070876078098081063 0.00082683752407319855 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 -3 -4 -2 -1 7 10 -8 -10 -7
right_child=1 2 3 -5 -6 6 8 -9 9 -11 -12
leaf_value=3.3496010775525186e-05 2.4512508472349402e-05 -0.0021136393464211431 0.0015018200295892714 -0.00057051644741934514 0.0014207153962494444 -0.0013864806596485424 -0.00034038244925855892 -0.003010778944301077 0.0029780509761035698 0.00039485694562175295 -7.0077039653424655e-05
leaf_weight=6980.9947164058685 77.549677014350891 45.882179617881775 48.673628091812134 60.933181762695312 139.34422755241394 242.66401612758636 637.24630236625671 52.011956453323364 63.542336940765381 495.83979952335358 715.31781041622162
leaf_count=3567 29 34 26 36 52 126 280 39 21 264 306
internal_value=0 0.000379251 -0.00037715 0.000349756 0.000921508 -1.53714e-05 -0.000169971 -0.000537798 0.000140487 0.000688292 -0.000403532
internal_weight=0 372.383 155.489 109.607 216.894 9187.62 2206.62 1009.99 1196.63 559.382 957.982
internal_count=4780 177 96 62 81 4603 1036 471 565 285 432
is_linear=0
shrinkage=0.06


Tree=832
num_leaves=12
num_cat=0
split_feature=35 43 98 117 15 149 61 40 110 107 149
split_gain=0.0157495 0.0621905 0.155278 0.0942554 0.0936899 0.126809 0.0823025 0.0773283 0.0741542 0.096699 0.11234
threshold=0.00017767510871635753 0.00039601318712811922 0.15615913271903994 0.012636432424187662 0.0027679565828293566 0.0048403022810816774 0.0042751494329422721 0.00099512818269431613 0.00075379351619631063 0.00244467705488205 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 6 -6 -7 9 10 -1
right_child=-2 2 -4 -5 5 7 -8 -9 -10 -11 -12
leaf_value=0.0011459003676399264 -3.4010965144303529e-05 -0.0024847004810394212 -0.0024904922135035134 0.00086363299299231644 -0.003595198453386299 0.00093770820674297104 -0.00020476281171414795 -0.0012423163685736335 -0.00019167598319193369 -0.00054889802860034684 0.0042017528584059067
leaf_weight=223.20597469806671 7999.7204800844193 67.402496337890625 90.331061720848083 362.3428601026535 52.533787488937378 270.60354971885681 50.603707790374756 74.758228540420532 227.22337853908539 87.539613246917725 53.734694004058838
leaf_count=93 4189 31 36 114 36 70 31 37 86 44 13
internal_value=0 0.000174378 -0.000121694 0.000121947 -0.000398976 -8.55238e-05 -0.0019317 0.000465812 0.000659026 0.00118937 0.00173883
internal_weight=0 1560.28 968.576 878.245 515.902 448.499 103.137 345.362 591.704 364.48 276.941
internal_count=4780 591 355 319 205 174 67 107 236 150 106
is_linear=0
shrinkage=0.06


Tree=833
num_leaves=12
num_cat=0
split_feature=135 103 150 70 73 83 76 141 98 109 20
split_gain=0.0150283 0.065764 0.0697113 0.0665104 0.0932999 0.0613362 0.0593489 0.0700102 0.0659646 0.0749195 0.0791142
threshold=0.0037758676335215573 0.00087947337306104611 0.00043393640953581786 0.00073092587990686308 0.00073092587990686308 0.02636832278221846 0.0020932231564074759 0.00046126570669002836 0.079227816313505187 0.01884530205279589 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -3 9 10 -9
right_child=1 6 3 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-3.8254886423119249e-05 0.0024599174284007401 -0.0015730101360447004 -0.00073436490194642157 0.00060247083309711822 -0.001978511127015233 0.0018702007134338071 -0.0021496561544037062 -0.00023421767338030971 0.0013340743048352885 0.001187814721522447 -0.0027285941033056388
leaf_weight=7595.7772353887558 59.342639803886414 103.11244642734528 69.67211377620697 798.47543323040009 96.30359411239624 61.090426206588745 54.803404927253723 424.52704608440399 127.9460426568985 117.6416175365448 51.30783212184906
leaf_count=3952 21 43 26 343 58 19 31 175 29 48 35
internal_value=0 0.000147934 0.000460496 0.0003448 -0.000561295 0.000482452 -0.000237689 -0.000110609 9.84111e-05 -0.000167982 -0.000503179
internal_weight=0 1964.22 1084.88 1025.54 227.066 130.763 879.338 824.535 721.423 593.476 475.835
internal_count=4780 828 467 446 103 45 361 330 287 258 210
is_linear=0
shrinkage=0.06


Tree=834
num_leaves=12
num_cat=0
split_feature=93 109 118 53 109 76 117 136 63 108 121
split_gain=0.0154523 0.0506805 0.0648482 0.0524863 0.0480436 0.0879647 0.0559238 0.0786642 0.0413127 0.0506692 0.0409764
threshold=0.030689206905663017 0.02129978779703379 0.0084566329605877417 0.0048403022810816774 0.0066005610860884198 0.00093549740267917525 0.016668972559273246 0.00038414125447161501 0.0027679565828293566 0.0098710241727530974 0.016164712607860569
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 6 10 8 -8 9 -2 -6
right_child=1 3 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-3.1126961602956651e-05 0.0012493433239879679 0.00078502689983723226 -0.0012280660926289651 -0.0017132671354969239 0.0017601225234142506 -0.00087534609678952522 -0.0019823488116162799 0.00039698965162725058 -0.00072682660916611021 -0.00013539621378028251 0.00040514755183383922
leaf_weight=8195.4016054868698 249.24047744274139 44.81346869468689 91.374723792076111 93.304803490638733 245.04078030586243 80.523418784141541 94.530758857727051 106.24343264102936 86.131364583969116 153.84834980964661 119.54664838314056
leaf_count=4400 56 16 30 35 56 28 36 25 36 33 29
internal_value=0 0.00018694 0.000309646 -0.000902678 0.00043343 0.000919434 0.000119912 -0.000723277 0.000465954 0.000720825 0.00131583
internal_weight=0 1364.6 1226.48 138.118 1135.11 445.111 689.994 200.774 489.22 403.089 364.587
internal_count=4780 380 329 51 299 113 186 61 125 89 85
is_linear=0
shrinkage=0.06


Tree=835
num_leaves=12
num_cat=0
split_feature=29 27 108 0 106 95 17 118 40 29 107
split_gain=0.0150531 0.127367 0.18837 0.136258 0.167713 0.112691 0.0938197 0.0697225 0.0808096 0.077236 0.079715
threshold=0.027182282879948619 0.00017767510871635753 0.021960759535431865 0.00068727668258361529 0.0022272822679951791 0.0011261500185355546 0.00040826165059115743 0.0027679565828293566 0.0031340263085439806 0.034632634371519096 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -5 8 9 -3 -11
right_child=1 5 -4 6 -6 -7 -8 -9 -10 10 -12
leaf_value=-2.8311596257990797e-05 0.0015560609964021086 0.002758062714523596 0.00098978518500243153 -0.005753660481407471 -0.0037795035101547644 -9.0620565445294696e-05 -0.0013064537208076139 -0.00012333391268833725 0.0030225116448543794 -0.0018313376323541959 0.0011562288189978594
leaf_weight=8375.655995965004 51.465076565742493 64.768292307853699 108.35580563545227 47.108134984970093 36.074536681175232 483.55519700050354 26.788724780082703 102.40832209587097 107.12985026836395 45.178055286407471 111.51184070110321
leaf_count=4249 18 22 37 35 26 230 15 39 36 30 43
internal_value=0 0.000200219 -0.000945374 -0.00224425 -0.000642692 0.000538168 -0.00414148 0.00124364 0.00166967 0.00101523 0.00029483
internal_weight=0 1184.34 269.792 161.436 87.5396 914.552 73.8969 430.996 328.588 221.458 156.69
internal_count=4780 531 131 94 44 400 50 170 131 95 73
is_linear=0
shrinkage=0.06


Tree=836
num_leaves=12
num_cat=0
split_feature=43 10 50 148 48 120 97 119 99 21 118
split_gain=0.0150687 0.0459025 0.0700186 0.109883 0.0908577 0.0893557 0.0822526 0.0807381 0.0864577 0.0685309 0.0646326
threshold=0.00085274505545385193 0.017724351026117805 0.00899649551138282 0.00017767510871635753 0.00060774214216507982 0.00017767510871635753 0.000490355829242617 0.0019672545604407792 0.034632634371519096 0.00017767510871635753 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -6 8 9 -5 -3
right_child=1 10 -4 4 5 -7 -8 -9 -10 -11 -12
leaf_value=7.5501380606964003e-05 -0.0033511080106832188 6.7945849392609774e-06 2.5864086319593951e-05 0.0011388140795017764 0.0039986779577570368 -0.0011094356331005088 0.00039329127822857677 0.0014022339319245834 -0.003432259110571228 -0.00073145628165757022 0.0010862176472542008
leaf_weight=4769.0470374822617 47.447672724723816 830.32522392272949 2313.0799479484558 75.80189061164856 44.109344363212585 45.882179617881775 47.108134984970093 69.67211377620697 40.274233818054199 1014.3187243938446 262.93332862854004
leaf_count=2626 25 345 931 31 12 34 35 26 26 591 98
internal_value=0 -7.51562e-05 -0.000176141 -0.000513601 -0.000412916 0.00105035 0.00213672 -0.000580085 -0.000702265 -0.000601406 0.0002664
internal_weight=0 4790.95 3697.69 1384.61 1337.17 137.1 91.2175 1200.07 1130.39 1090.12 1093.26
internal_count=4780 2154 1711 780 755 81 47 674 648 622 443
is_linear=0
shrinkage=0.06


Tree=837
num_leaves=12
num_cat=0
split_feature=136 68 121 146 3 23 131 11 108 126 63
split_gain=0.0143658 0.0173774 0.0728708 0.0876444 0.0869319 0.105705 0.111002 0.132084 0.113166 0.110685 0.0965734
threshold=0.013032016810029747 0.0058306583669036635 0.007706565549597145 0.013439828064292671 0.0018488886416889729 0.022641776129603389 0.00070876078098081063 0.00017767510871635753 0.0087224207818508166 0.0011980500421486797 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -8 -3 -9 -10
right_child=-2 2 -4 -5 -6 -7 7 9 10 -11 -12
leaf_value=5.4091532931936565e-05 0.00075307117998455223 -0.0030971625743366768 0.00032854137851981755 0.0007359588894517039 0.0002614431871245867 -0.00012771422909905672 0.0014604446775458124 -0.0018488032823501307 -0.00014621822071715152 0.00013810743460190112 -0.0030450392580909087
leaf_weight=6037.9887454509735 90.331061720848083 156.89723813533783 960.33354187011719 268.56632328033447 525.31282603740692 805.88126313686371 98.730455994606018 231.83775997161865 147.92591512203217 178.7570925951004 57.437608957290649
leaf_count=3065 36 104 338 130 336 397 36 148 59 91 40
internal_value=0 -7.18354e-06 -0.000114996 -0.000287349 -0.000412112 -0.000623042 -0.00108103 -0.000509977 -0.00188391 -0.000983779 -0.000956982
internal_weight=0 9469.67 3431.68 2471.35 2202.78 1677.47 871.586 509.325 362.261 410.595 205.364
internal_count=4780 4744 1679 1341 1211 875 478 275 203 239 99
is_linear=0
shrinkage=0.06


Tree=838
num_leaves=12
num_cat=0
split_feature=145 140 143 4 25 47 94 98 23 87 93
split_gain=0.0150095 0.0522241 0.0420931 0.0608102 0.0701473 0.124746 0.0801334 0.0647424 0.0592142 0.0771207 0.0778232
threshold=0.00044738779251929378 0.05109804309904576 0.00057154725072905432 0.001792412775103003 0.00052132029668428015 0.0017376682371832433 0.0014427106943912806 0.015675474889576439 0.00899649551138282 0.0020292587578296666 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 9 10 -6
right_child=-2 -3 3 -5 7 -7 -8 -9 -10 -11 -12
leaf_value=0.00077257301616298841 -3.3723617277281585e-05 -0.0015475828369702327 0.00042311330750392811 0.00082190308370595733 6.108941692819383e-05 -0.0032890418869086224 -0.0026868507837357596 0.0012963514562498054 0.00069514706758697217 0.0021581041117132516 -0.0019468554016069453
leaf_weight=392.312668800354 7958.6168776750565 61.455012798309326 141.09201395511627 279.75716602802277 131.85629975795746 65.837003231048584 37.822323083877563 136.71002352237701 176.64471960067749 30.98842191696167 146.907301902771
leaf_count=159 4039 33 50 122 87 40 24 43 79 15 89
internal_value=0 0.000167601 0.00023605 5.26395e-05 -0.000195335 -0.00105603 -0.00023433 0.00014274 -0.000181502 -0.000681435 -0.000997089
internal_weight=0 1601.38 1539.93 1147.62 867.858 244.751 178.914 623.107 486.397 309.752 278.764
internal_count=4780 741 708 549 427 114 74 313 270 191 176
is_linear=0
shrinkage=0.06


Tree=839
num_leaves=12
num_cat=0
split_feature=51 90 39 59 99 107 32 95 149 7 59
split_gain=0.0143819 0.0474111 0.0538552 0.0611337 0.0588594 0.0626217 0.0560671 0.0542178 0.0598018 0.0486578 0.0475318
threshold=0.013032016810029747 0.000490355829242617 0.00040826165059115743 0.00080172589514404546 0.034632634371519096 0.0045489775948226461 0.00062670491752214741 0.0021592099219560628 0.0035485138650983576 0.00062670491752214741 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 8 -8 -3 -9
right_child=1 9 4 -5 -6 -7 7 10 -10 -11 -12
leaf_value=-2.5587781189297431e-05 -0.0026809551979649509 0.0028275362742817738 0.00058775819888035714 4.9081342315384175e-05 0.0016936795535970825 0.00088313812558074817 -0.00082931295853143024 -0.0010204039263823756 -0.0034022786491855477 0.00042491622540904924 0.0010633909002590958
leaf_weight=8528.907368183136 51.829663157463074 46.743548393249512 155.64623391628265 68.628451704978943 88.583275318145752 220.93635725975037 107.70177900791168 82.478547334671021 46.586303949356079 86.495951175689697 75.462352871894836
leaf_count=4213 32 21 79 32 38 98 81 57 38 50 41
internal_value=0 0.000211655 5.49235e-05 -0.00112557 0.000237843 5.06178e-05 -0.000342508 -0.000806246 -0.0016062 0.00126781 -2.47906e-05
internal_weight=0 1031.09 897.853 120.458 777.395 688.812 467.875 312.229 154.288 133.239 157.941
internal_count=4780 567 496 64 432 394 296 217 119 71 98
is_linear=0
shrinkage=0.06


Tree=840
num_leaves=12
num_cat=0
split_feature=40 32 47 29 121 142 44 146 27 107 70
split_gain=0.014785 0.0480366 0.0471622 0.0980468 0.0915485 0.0756034 0.0641213 0.120477 0.0862119 0.070413 0.119709
threshold=0.00060774214216507982 0.002945306478068233 0.0032328735105693345 0.0023699469165876512 0.0025217677466571335 0.0014427106943912806 0.011519505176693203 0.0072436286136507997 0.00017767510871635753 0.0079489401541650313 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 9 -8 -4 -11
right_child=-2 -3 6 5 -6 -7 8 -9 -10 10 -12
leaf_value=-0.00074371101428125216 -4.3874402008395662e-05 -0.00089818308364075696 0.00053265976453727539 0.0028452223989076245 0.0013868827686948624 0.00080945450027355601 -0.00059411763231858911 -0.0022971760981562632 0.0016312470416684599 -7.9880911874108477e-05 -0.0023296801916241621
leaf_weight=250.54157936573029 7103.872741818428 154.23798525333405 503.48497176170349 84.540822625160217 102.22602880001068 294.26128828525543 96.982669591903687 88.947861909866333 177.14150178432465 604.66733849048615 99.095042586326599
leaf_count=129 3770 71 212 21 32 103 38 52 52 250 50
internal_value=0 0.000126898 0.000195584 0.000593482 -0.000126301 0.0012638 1.02136e-05 -0.000166104 0.000843933 -9.09089e-06 -0.00039667
internal_weight=0 2456.13 2301.89 731.57 352.768 378.802 1570.32 1296.2 274.124 1207.25 703.762
internal_count=4780 1010 939 285 161 124 654 564 90 512 300
is_linear=0
shrinkage=0.06


Tree=841
num_leaves=12
num_cat=0
split_feature=81 69 82 124 63 140 30 23 12 93 87
split_gain=0.0143909 0.0432168 0.0512524 0.0738747 0.0620838 0.0349976 0.024727 0.0226906 0.0729076 0.100297 0.114341
threshold=0.027182282879948619 0.0054799309000372895 0.00073092587990686308 0.00073092587990686308 0.0060143163427710542 0.0079489401541650313 0.00038414125447161501 0.015675474889576439 0.0025217677466571335 0.00040826165059115743 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 6 -4 -1 -9 -10 -11
right_child=1 -3 5 -5 -6 -7 -8 8 9 10 -12
leaf_value=-8.1989865479656235e-05 -0.0034624983229420933 -0.0014905321691557243 0.001258725884923181 0.00077402453455490381 4.5032186258826896e-05 0.0021681024991821139 -0.00036798246041869605 0.00026324822403208807 0.0004496456335936124 0.00023616635258483839 -0.0020691936981017578
leaf_weight=6146.9415286779404 36.074536681175232 42.204313516616821 80.523418784141541 108.90268552303314 36.596367716789246 78.071508049964905 57.777146697044373 2411.7032572031021 234.8115017414093 126.40559840202332 199.98796927928925
leaf_count=3171 26 31 28 58 23 26 30 1032 147 62 146
internal_value=0 0.000335089 0.000528706 -0.000214605 -0.00169614 0.00115247 0.000579144 -1.61724e-05 0.000119915 -0.000496038 -0.00117637
internal_weight=0 440.15 397.946 181.574 72.6709 216.372 138.301 9119.85 2972.91 561.205 326.394
internal_count=4780 222 191 107 49 84 58 4558 1387 355 208
is_linear=0
shrinkage=0.06


Tree=842
num_leaves=12
num_cat=0
split_feature=43 109 61 80 80 126 61 112 44 58 91
split_gain=0.0148215 0.0399451 0.0551055 0.0902532 0.097745 0.113494 0.11261 0.101094 0.196065 0.0999432 0.0925334
threshold=0.00085274505545385193 0.00017767510871635753 0.00064626874518580746 0.00042089859198313212 0.0012357163941487672 0.0019071503775194289 0.0010263677686452868 0.0033348383149132137 0.0098710241727530974 0.0035485138650983576 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 10 7 8 9 -6 -5
right_child=1 2 3 4 6 -7 -8 -9 -10 -11 -12
leaf_value=7.4879723844290753e-05 -0.0016099767795947821 0.00029116210087165746 0.00069286093689590244 -0.0022047562132112165 -0.0014526727359892772 0.00029425307991235789 2.1309772437532654e-05 0.00046761403491452888 -2.8269507494572441e-05 -0.0051375638768103261 -0.00025401819413456932
leaf_weight=4769.0470374822617 60.229057431221008 1226.4229055643082 383.20915019512177 263.34801292419434 43.952099919319153 171.03677380084991 2252.1648637056351 90.670599460601807 102.06878435611725 66.723420858383179 131.1271265745163
leaf_count=2626 32 442 155 160 29 71 1080 26 49 51 59
internal_value=0 -7.45374e-05 -5.4989e-05 -0.000176134 -0.000282829 -0.000996617 -0.000124879 -0.00120999 -0.00192498 -0.0036742 -0.00155631
internal_weight=0 4790.95 4730.72 3504.3 3121.09 565.512 2555.58 303.415 212.744 110.676 394.475
internal_count=4780 2154 2122 1680 1525 290 1235 155 129 80 219
is_linear=0
shrinkage=0.06


Tree=843
num_leaves=12
num_cat=0
split_feature=60 51 146 86 44 128 109 117 143 63 142
split_gain=0.0141856 0.0775037 0.0760021 0.0825895 0.0747049 0.0682695 0.0638079 0.091955 0.0805767 0.0660187 0.0635325
threshold=0.004017772153019906 0.0011261500185355546 0.0012745757703669371 0.00037263428384903824 0.00090704852482303988 0.00060774214216507982 0.0030382014811038975 0.066585760563611998 0.0056525857653468856 0.00042089859198313212 0.018276390619575981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 -4 5 -3 8 9 -6 -8 -2
right_child=1 4 3 -5 6 -7 7 -9 -10 -11 -12
leaf_value=-3.354035088221347e-05 -0.0013253453478262118 -0.0031929460315828656 0.0020177314743257042 0.00023128909401424488 9.8460268469448118e-05 -0.00052306291412542805 0.0022050227588333656 -0.0029068073403862769 0.0023274598355012711 -0.00017513390377088057 0.0018732067518174756
leaf_weight=7896.9614740610123 89.834279537200928 47.629966020584106 205.33847522735596 170.53999161720276 158.46273124217987 124.86515414714813 44.81346869468689 42.204313516616821 92.443434715270996 657.14407694339752 29.762466549873352
leaf_count=3814 63 32 75 98 95 95 16 31 48 399 14
internal_value=0 0.000159267 0.000788035 0.0012072 -0.000107562 -0.00126028 9.22624e-05 -0.000186725 0.000919709 -2.3183e-05 -0.000529364
internal_weight=0 1663.04 495.475 375.878 1167.56 172.495 995.068 744.162 250.906 701.958 119.597
internal_count=4780 966 250 173 716 127 589 446 143 415 77
is_linear=0
shrinkage=0.06


Tree=844
num_leaves=12
num_cat=0
split_feature=93 0 50 22 148 129 43 71 112 54 95
split_gain=0.0136342 0.0424178 0.0649839 0.0596388 0.052271 0.0898271 0.152728 0.0606688 0.0558851 0.0444879 0.0505412
threshold=0.030689206905663017 0.0044099434744566688 0.00244467705488205 0.00047558375808876013 0.00244467705488205 0.00040826165059115743 0.024810968898236755 0.10522961243987085 0.010829726699739696 0.004017772153019906 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 7 6 -6 8 -2 10 -4
right_child=1 2 9 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-2.9238475202485699e-05 0.0017945297450261872 -0.0022188801356178103 0.00096824515448334654 0.0012497842026084015 -0.0039576845838131232 0.000953847084403867 0.00048622332562982766 -0.00087993018322628724 0.00031653690702287057 -0.0013326571822677409 -0.00098712974445561022
leaf_weight=8195.4016054868698 121.81626582145691 58.298977732658386 158.93446457386017 219.32076644897461 57.777146697044373 67.742034077644348 53.734694004058838 109.92129874229431 377.52605783939362 71.602193474769592 67.924327373504639
leaf_count=4400 24 27 44 59 30 21 13 28 75 31 28
internal_value=0 0.000175598 -0.000386653 0.000374627 0.000131208 -0.000769418 -0.00181628 0.000396184 0.000677098 -2.87601e-05 0.000382782
internal_weight=0 1364.6 356.76 1007.84 788.517 179.254 111.512 609.264 499.342 298.461 226.859
internal_count=4780 380 130 250 191 64 43 127 99 103 72
is_linear=0
shrinkage=0.06


Tree=845
num_leaves=12
num_cat=0
split_feature=72 147 29 3 35 61 65 91 96 84 92
split_gain=0.0152273 0.057871 0.0856718 0.0841038 0.092105 0.0941799 0.0730314 0.0715135 0.0934095 0.0706214 0.120526
threshold=0.0095705352723598498 0.0062037324532866487 0.0068083447404205808 0.0018488886416889729 0.0014427106943912806 0.00043393640953581786 0.000490355829242617 0.0031340263085439806 0.0026833302108570938 0.0012357163941487672 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 -6 -7 8 -2 10 -9
right_child=1 -3 3 -5 5 6 -8 9 -10 -11 -12
leaf_value=-3.8712326154470773e-05 0.00092955369765798017 -0.00012530355067741174 0.00090066879588687841 0.0019897794760808103 0.0014826725049816305 -0.0006342309274382055 -0.0035189558756922026 -0.0018764023038281737 0.0032143290164930042 0.0020451836040987991 0.0018376465154089844
leaf_weight=7579.1495939493179 263.6625018119812 1157.8306488990784 79.297463417053223 47.787210464477539 29.058342218399048 54.803404927253723 74.6009840965271 94.033976674079895 85.244946956634521 47.265379428863525 47.265379428863525
leaf_count=3613 126 780 27 15 10 31 54 63 25 18 18
internal_value=0 0.000148122 0.000532778 -0.000307076 -0.000768719 -0.00160411 -0.00229726 0.000978975 0.00148777 3.75355e-05 -0.000634033
internal_weight=0 1980.85 823.02 285.547 237.76 158.463 129.404 537.472 348.907 188.565 141.299
internal_count=4780 1167 387 137 122 95 85 250 151 99 81
is_linear=0
shrinkage=0.06


Tree=846
num_leaves=12
num_cat=0
split_feature=124 79 72 118 79 104 84 50 68 124 83
split_gain=0.0145399 0.0416253 0.054347 0.0571591 0.107376 0.0393568 0.0340452 0.0521537 0.0738455 0.042041 0.0904241
threshold=0.00899649551138282 0.00017767510871635753 0.0014881226234138014 0.0012745757703669371 0.00096484774257987748 0.0010918468469753864 0.0060143163427710542 0.0033348383149132137 0.0045489775948226461 0.0045489775948226461 0.036783467978239066
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 5 -5 -3 9 8 -8 -1 -11
right_child=1 2 -4 4 -6 -7 7 -9 -10 10 -12
leaf_value=3.3879865867085475e-05 -0.0011949315452476664 0.0014420277648386794 9.2236537247029405e-05 0.0041653776648056069 0.00047068677465992854 -0.0011024797802933551 5.3403220461300471e-05 0.00046678758721434895 -0.0026755879440666934 -0.0006840060649200083 0.0014099907234266886
leaf_weight=7191.1507203578949 75.305108428001404 38.865985155105591 1133.3365904092789 49.013165831565857 67.062958598136902 50.081876754760742 65.13287889957428 80.183881044387817 78.982974529266357 647.02194511890411 83.861747145652771
leaf_count=3228 58 18 784 16 41 34 36 38 61 425 41
internal_value=0 0.000177628 0.000254857 0.00115379 0.00203077 9.349e-06 -3.08244e-05 -0.000759781 -0.00144223 -1.01852e-05 -0.00044374
internal_weight=0 1413.67 1338.36 205.024 116.076 88.9479 8146.33 224.3 144.116 7922.03 730.884
internal_count=4780 951 893 109 57 52 3829 135 97 3694 466
is_linear=0
shrinkage=0.06


Tree=847
num_leaves=12
num_cat=0
split_feature=35 81 0 31 148 14 72 11 91 59 71
split_gain=0.0156866 0.0425931 0.0745608 0.103198 0.0943251 0.0758621 0.0803304 0.0981817 0.0728654 0.0734706 0.0654447
threshold=0.0048403022810816774 0.027182282879948619 0.0066005610860884198 0.0032328735105693345 0.00087947337306104611 0.0022272822679951791 0.0012357163941487672 0.0046923852059990176 0.0042751494329422721 0.0019672545604407792 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 9 -8 -7
right_child=-2 -3 3 -5 5 10 8 -9 -10 -11 -12
leaf_value=-7.5342875408263714e-06 0.00011956825818674564 0.0010121052118711197 0.0017284122875538908 0.00077806216282362377 -0.0053411583656235995 -0.0011846960283879101 -0.00060485854747928608 -0.0010983382152618068 -8.7462348838887176e-05 -0.0032505079237792932 0.0022015806434564217
leaf_weight=6035.4686394929886 2795.1308957338333 133.39674401283264 38.161860823631287 130.78758883476257 44.134393215179443 49.377752423286438 66.176540970802307 35.370412349700928 108.72039222717285 88.086493134498596 35.188119053840637
leaf_count=2830 1564 54 14 69 36 30 30 22 51 65 15
internal_value=0 -4.94036e-05 -7.07566e-05 -0.000710982 -0.0011296 -0.001385 -0.00178237 -0.0034536 -0.00127712 -0.00211556 0.000224344
internal_weight=0 6764.87 6631.47 596.004 465.216 427.054 342.488 79.5048 262.983 154.263 84.5659
internal_count=4780 3216 3162 332 263 249 204 58 146 95 45
is_linear=0
shrinkage=0.06


Tree=848
num_leaves=12
num_cat=0
split_feature=55 144 14 128 125 146 113 121 72 62 141
split_gain=0.0147274 0.0362078 0.0751178 0.0548898 0.0629786 0.0457489 0.0432935 0.0474325 0.0433065 0.041803 0.0403024
threshold=0.00037263428384903824 0.0032328735105693345 0.0019672545604407792 0.004017772153019906 0.0015833032084628942 0.0036604277556762104 0.0020932231564074759 0.0011261500185355546 0.0020932231564074759 0.00040826165059115743 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 7 8 10 -8 -3
right_child=1 6 3 4 -6 -7 9 -9 -10 -11 -12
leaf_value=-2.9021481815563133e-05 0.00270758146699795 0.0023572302982602985 -0.0016849387584292582 -0.0012113266775032124 0.0012061250984249023 0.00077834263364589802 0.0021221671043068361 -0.0014925668468236282 -0.00030864017075601962 7.2774536816534941e-05 0.00014126336005469882
leaf_weight=8299.5535191297531 74.054104208946228 46.039424061775208 56.915777921676636 56.393946886062622 124.31827425956726 109.94634759426117 59.524933099746704 93.694438934326172 467.06394600868225 90.016572833061218 82.478547334671021
leaf_count=3930 33 17 43 46 74 52 28 73 357 70 57
internal_value=0 0.000191095 0.000644681 -6.00422e-05 0.000451723 0.0015548 -3.68977e-05 -0.000237674 -4.02597e-05 0.000888534 0.000935097
internal_weight=0 1260.45 421.628 237.628 180.712 184 838.818 689.276 595.582 149.542 128.518
internal_count=4780 850 248 163 120 85 602 504 431 98 74
is_linear=0
shrinkage=0.06


Tree=849
num_leaves=12
num_cat=0
split_feature=51 2 7 72 34 34 125 133 84 75 149
split_gain=0.0143964 0.0524462 0.0501107 0.0493604 0.10101 0.095257 0.0748269 0.0713161 0.0613714 0.0578381 0.0686412
threshold=0.013032016810029747 0.00052132029668428015 0.00047558375808876013 0.001792412775103003 0.015200819820165636 0.0010263677686452868 0.00062670491752214741 0.013860232196748258 0.0005375427135732026 0.00093549740267917525 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -7 8 -8 -5 -11
right_child=1 2 -4 9 -6 6 7 -9 -10 10 -12
leaf_value=-2.56007140956398e-05 0.00035567575677818278 0.0023756875036043219 0.00028658249600201866 0.0014704215643815744 0.0013093063273426167 -0.0047402526985680623 -0.0038873509151921958 0.00067914010321852797 -0.00026546055119761844 0.00044718701269716085 -0.0013276832474620327
leaf_weight=8528.907368183136 85.427240252494812 72.124024510383606 96.825425148010254 129.01475358009338 75.280059576034546 31.874839544296265 45.360348582267761 37.640029788017273 26.788724780082703 327.61952304840088 103.13749527931213
leaf_count=4213 32 28 55 47 34 26 37 17 15 209 67
internal_value=0 0.000211762 0.00117842 2.23322e-05 -0.00059538 -0.00122678 -0.00218104 -0.00143803 -0.00254255 0.000356001 2.22243e-05
internal_weight=0 1031.09 168.949 862.143 302.371 227.091 141.664 109.789 72.1491 559.772 430.757
internal_count=4780 567 83 484 161 127 95 69 52 323 276
is_linear=0
shrinkage=0.06


Tree=850
num_leaves=12
num_cat=0
split_feature=73 82 117 104 71 30 30 63 5 133 129
split_gain=0.0144697 0.0343347 0.0858614 0.0680477 0.0524672 0.0764979 0.0478434 0.0549244 0.0390348 0.0637423 0.0625115
threshold=0.007706565549597145 0.0022975050378590827 0.0063990866765379914 0.0070226341485977182 0.037906534969806678 0.0031340263085439806 0.0037758676335215573 0.0013146653072908523 0.00096484774257987748 0.0048403022810816774 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 6 8 -6 -4 -8 9 -2 -11
right_child=1 2 3 -5 5 -7 7 -9 -10 10 -12
leaf_value=-3.5462962488648088e-05 -9.7349400910481251e-05 -0.00013183074290886614 0.0028879918216927983 -0.00046166518684806978 -0.0025630605245136866 0.00054643724916642088 0.002369229397540282 -0.00075151827934940489 -0.00057408475278410349 0.0024951030615490873 0.00051349821443881613
leaf_weight=7767.2745963335037 579.64449763298035 284.18925416469574 96.800376296043396 53.055618524551392 66.358834266662598 49.899583458900452 43.587513327598572 38.004616379737854 239.40083432197571 72.82814884185791 268.95595872402191
leaf_count=3626 418 177 31 33 37 27 15 31 185 32 168
internal_value=0 0.000153649 0.000566886 0.00142482 -1.31996e-05 -0.00122842 0.00198588 0.000915623 0.000108507 0.000285854 0.000935743
internal_weight=0 1792.73 515.637 231.448 1277.09 116.258 178.393 81.5921 1160.83 921.429 341.784
internal_count=4780 1154 287 110 867 64 77 46 803 618 200
is_linear=0
shrinkage=0.06


Tree=851
num_leaves=12
num_cat=0
split_feature=135 71 32 141 86 96 44 39 121 125 98
split_gain=0.0141571 0.0671173 0.0976635 0.0659607 0.13339 0.0714405 0.132404 0.0531538 0.087623 0.0694409 0.0707081
threshold=0.0037758676335215573 0.001792412775103003 0.00077738583786413084 0.00046126570669002836 0.00096484774257987748 0.00080172589514404546 0.001792412775103003 0.0021592099219560628 0.0015349716995842757 0.0048403022810816774 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -7 -5 -9 10 -10
right_child=1 3 -4 7 -6 6 -8 8 9 -11 -12
leaf_value=-3.7129517531262518e-05 0.0038587855812161989 -0.00046064766654373336 -0.00020307300679989196 0.00054605972877262005 0.0020138492162680658 -4.010662321095307e-05 -0.0047848111334768267 0.00071001639290962297 -0.00043718323361038435 0.00049178387941366513 -0.0021431667733078467
leaf_weight=7595.7772353887558 41.83972692489624 92.078848123550415 43.430268883705139 812.74716448783875 45.335299730300903 35.709950089454651 52.011956453323364 289.92939555644989 264.02708840370178 156.3253093957901 130.78758883476257
leaf_count=3952 17 34 32 269 13 12 39 144 140 59 69
internal_value=0 0.000143582 0.00178997 6.88663e-05 -0.000894646 -0.001628 -0.00285333 0.00020003 -0.000134347 -0.000578527 -0.00100231
internal_weight=0 1964.22 85.27 1878.95 225.136 179.801 87.7219 1653.82 841.069 551.14 394.815
internal_count=4780 828 49 779 98 85 51 681 412 268 209
is_linear=0
shrinkage=0.06


Tree=852
num_leaves=12
num_cat=0
split_feature=95 127 22 29 93 1 105 3 92 14 24
split_gain=0.0140811 0.0628091 0.0531775 0.0816224 0.111936 0.104269 0.0808647 0.0710683 0.0538098 0.0987445 0.0951152
threshold=0.0072436286136507997 0.0036604277556762104 0.00066645268816500913 0.0087224207818508166 0.016668972559273246 0.00017767510871635753 0.00099512818269431613 0.00044738779251929378 0.0072436286136507997 0.00082683752407319855 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 8 -7 9 10 -2
right_child=1 -3 -4 4 -6 7 -8 -9 -10 -11 -12
leaf_value=-3.1807573210188044e-05 -0.0047307346375070934 -0.00085111751322768721 -0.00032791984027164347 0.0029921766042522026 -0.0011609625512148509 -0.00027752617917841955 0.00070641441227944251 0.0020646505636526817 0.00044306241440704718 0.00014494812720808667 -0.00072221864395247322
leaf_weight=8028.2138448953629 43.430268883705139 191.04169511795044 346.84517347812653 129.01475358009338 59.342639803886414 103.47703301906586 351.90623939037323 84.905409216880798 97.164962887763977 82.818085074424744 41.83972692489624
leaf_count=3993 32 125 187 47 21 57 174 35 45 47 17
internal_value=0 0.000166706 0.000311735 0.000534958 0.00123088 0.00167808 0.000110136 0.000778111 -0.000680935 -0.00133067 -0.00276386
internal_weight=0 1531.79 1340.74 993.899 376.74 317.397 617.159 188.382 265.253 168.088 85.27
internal_count=4780 787 662 475 160 139 315 92 141 96 49
is_linear=0
shrinkage=0.06


Tree=853
num_leaves=12
num_cat=0
split_feature=145 63 63 150 94 124 27 117 19 98 105
split_gain=0.0138492 0.0504046 0.0574079 0.0819768 0.0768476 0.0676805 0.0609491 0.0553103 0.0957613 0.0683223 0.0492021
threshold=0.00044738779251929378 0.0021592099219560628 0.00099512818269431613 0.0041444667149335155 0.0048403022810816774 0.0012745757703669371 0.0013560238294303419 0.00062670491752214741 0.0013986918493174019 0.0026833302108570938 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 10 7 -1 9 -9 -4
right_child=-2 -3 5 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=0.0017321465569822899 -3.2393968767127648e-05 -0.00028886851048206695 0.0010729712499465802 -0.0017353251078658734 -0.0020246392896283026 -0.00047271848918380112 -0.0011029670772912561 -0.0022138571835888165 0.0012161301810681814 0.00020139015680602107 0.003076382580427031
leaf_weight=147.74362182617188 7958.6168776750565 574.79772520065308 139.34422755241394 75.280059576034546 45.699886322021484 68.47120726108551 73.375028729438782 63.906923532485962 224.24963676929474 123.92863881587982 64.585999011993408
leaf_count=52 4039 301 52 34 27 49 53 35 87 36 15
internal_value=0 0.000160993 0.000412876 0.000143223 0.000351525 0.00115945 0.000523018 0.000736131 0.000379033 -0.000620345 0.00170746
internal_weight=0 1601.38 1026.59 754.184 678.904 272.401 633.204 559.829 412.085 187.836 203.93
internal_count=4780 741 440 324 290 116 263 210 158 71 67
is_linear=0
shrinkage=0.06


Tree=854
num_leaves=12
num_cat=0
split_feature=67 97 137 98 132 35 67 101 58 44 138
split_gain=0.0148901 0.0470582 0.0624795 0.0353008 0.0313812 0.0259871 0.0287615 0.0540937 0.0974179 0.0694435 0.0756654
threshold=0.0044099434744566688 0.00017767510871635753 0.00017767510871635753 0.0084566329605877417 0.0015349716995842757 0.044033329933881767 0.001792412775103003 0.0042751494329422721 0.021960759535431865 0.024810968898236755 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 6 -1 8 9 10 -8
right_child=1 3 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=2.2889436028035645e-05 0.0023538204498655953 -0.0012068218514430333 -1.4784127711259895e-05 0.0015946853170165872 0.00010285536268820899 -0.0013419062132336986 -0.0025861854613144063 0.00054539098557666226 0.0011236661047219433 0.0011980956000403138 -0.0007662414086120451
leaf_weight=8213.8117899894714 80.001587748527527 93.512145638465881 80.366174340248108 40.613771557807922 222.75929021835327 53.055618524551392 108.2236100435257 182.09542095661163 95.052589893341064 47.96950376033783 342.53832960128784
leaf_count=3932 31 66 45 16 168 33 78 104 33 22 252
internal_value=0 0.00031309 0.00116683 -7.0539e-05 -0.000284378 -1.7909e-05 -1.0095e-05 -0.000359284 -0.00063672 -0.000972229 -0.00120319
internal_weight=0 517.253 160.368 356.885 316.271 9042.75 8989.69 775.879 593.784 498.731 450.762
internal_count=4780 326 76 250 234 4454 4421 489 385 352 330
is_linear=0
shrinkage=0.06


Tree=855
num_leaves=12
num_cat=0
split_feature=93 42 19 141 124 141 24 61 105 65 116
split_gain=0.0144143 0.0465113 0.0487924 0.0495375 0.0477912 0.171637 0.11559 0.114418 0.0672635 0.0707988 0.0531259
threshold=0.021960759535431865 0.049604203552007682 0.0011615398107096555 0.0049928687512874612 0.000490355829242617 0.0011980500421486797 0.0010263677686452868 0.00087947337306104611 0.0011261500185355546 0.0016846025246195497 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 -6 -7 -4 10 -10
right_child=1 -3 4 -5 5 7 -8 -9 9 -11 -12
leaf_value=-3.391315185103683e-05 0.00097483329192001576 -0.0012420290248948017 0.00099206558603856586 -0.00033399513690536206 -0.00070066865130907654 -0.0018989937784189411 -0.0050392892668969158 0.00081810245707831792 -0.00014008096894457936 0.00072523961994818028 -0.0021486859485683818
leaf_weight=7888.5412257909775 445.78992295265198 81.045249819755554 281.0902681350708 135.82360589504242 44.291637659072876 74.236397504806519 44.134393215179443 224.58917450904846 108.17351233959198 147.90086627006531 84.383578181266785
leaf_count=4297 93 25 58 32 19 40 36 77 30 35 38
internal_value=0 0.000160055 0.000231503 0.000669184 -2.08372e-05 -0.000544032 -0.00286612 0.000143102 0.000305136 -0.00026201 -0.0010203
internal_weight=0 1671.46 1590.41 581.614 1008.8 387.252 88.426 298.826 621.548 340.458 192.557
internal_count=4780 483 458 125 333 172 55 117 161 103 68
is_linear=0
shrinkage=0.06


Tree=856
num_leaves=12
num_cat=0
split_feature=55 144 14 52 60 113 33 116 86 106 115
split_gain=0.0150676 0.0311225 0.0672544 0.0470622 0.0352895 0.0453426 0.0340218 0.028284 0.0507275 0.0495303 0.0371866
threshold=0.00037263428384903824 0.0032328735105693345 0.0019672545604407792 0.0026012937305495147 0.00062670491752214741 0.0016846025246195497 0.00042089859198313212 0.0063990866765379914 0.0011615398107096555 0.0016331639490090313 0.024810968898236755
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 -2 -6 -4 10 9 -9 -3
right_child=1 7 3 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-2.9354781852521565e-05 0.00019916947351278255 -0.00063449668810849999 -0.00072898006285781352 -0.00096536492503505661 0.0031463359164364689 0.00089824205649657288 0.0013850181602010525 0.0035220626667015601 -0.00043626668808969101 0.00064753501328305952 0.00027205192194745657
leaf_weight=8299.5535191297531 54.803404927253723 342.87786734104156 39.752402782440186 109.6318587064743 64.246461272239685 64.950585603713989 88.243737578392029 31.510252952575684 85.63458240032196 68.47120726108551 310.32395231723785
leaf_count=3930 31 242 29 86 25 29 48 12 63 49 236
internal_value=0 0.00019329 0.000613818 -5.3e-05 0.00147498 0.00201616 0.000728463 -1.80868e-05 0.0006355 0.00155347 -0.000203812
internal_weight=0 1260.45 421.628 237.628 184 129.197 127.996 838.818 185.616 99.9815 653.202
internal_count=4780 850 248 163 85 54 77 602 124 61 478
is_linear=0
shrinkage=0.06


Tree=857
num_leaves=12
num_cat=0
split_feature=72 68 43 149 7 12 85 1 88 93 22
split_gain=0.0146046 0.0475355 0.0724583 0.055803 0.0820678 0.0426045 0.0487501 0.119996 0.0882384 0.073248 0.0976726
threshold=0.0095705352723598498 0.019431582652032379 0.0038949446752667431 0.016164712607860569 0.0026012937305495147 0.00017767510871635753 0.00017767510871635753 0.0063990866765379914 0.0020292587578296666 0.0011261500185355546 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 7 8 9 -7 -11
right_child=1 2 -4 4 -6 6 -8 -9 -10 10 -12
leaf_value=-3.791257379250289e-05 0.0012371580317614597 -6.9551988268231219e-05 -0.0035238688961970435 0.0019805787915269991 -0.00050962121449045765 -0.0010381988237892219 0.00018130601048412382 0.0011774591195107529 0.00037912529513289562 -0.0059645751460637841 -0.001364748604660025
leaf_weight=7579.1495939493179 110.28588533401489 73.192735433578491 31.17071521282196 139.68376529216766 72.306317806243896 79.322512269020081 1253.5873631238937 89.105106353759766 65.654709935188293 34.3267502784729 32.214377284049988
leaf_count=3613 42 46 22 42 35 51 817 35 33 28 16
internal_value=0 0.000145061 -0.00110127 0.000214378 0.00113121 9.76099e-05 1.67483e-05 -0.000669451 -0.00144749 -0.00226966 -0.00373767
internal_weight=0 1980.85 104.363 1876.49 211.99 1664.5 1554.21 300.623 211.518 145.864 66.5411
internal_count=4780 1167 68 1099 77 1022 980 163 128 95 44
is_linear=0
shrinkage=0.06


Tree=858
num_leaves=12
num_cat=0
split_feature=37 131 121 72 19 59 101 112 23 20 122
split_gain=0.0136707 0.0413539 0.0560428 0.0564091 0.0546138 0.0775553 0.0550584 0.109539 0.094174 0.155709 0.0640449
threshold=0.0012745757703669371 0.0095705352723598498 0.007706565549597145 0.0014881226234138014 0.02129978779703379 0.0030382014811038975 0.00075379351619631063 0.0048403022810816774 0.0044099434744566688 0.0058306583669036635 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 8 -8 -2 10 -10
right_child=1 2 -4 -5 5 -7 7 -9 9 -11 -12
leaf_value=-4.7144155021092949e-05 -0.00077559502250250986 -0.0022427701467919847 -0.0027349385536505244 -1.0259201712284763e-05 -0.00044124603808937628 0.0015169578305530805 -0.00036950902803807708 0.0010236859880772427 0.00071548159672262055 0.0032598987389883672 -0.0018079166388987355
leaf_weight=6677.197127699852 145.86363983154297 44.656224250793457 33.622625946998596 465.08376860618591 104.88528168201447 238.09973239898682 1116.0479710102081 248.37910866737366 358.71509170532227 87.175026655197144 40.274233818054199
leaf_count=3213 95 33 24 304 65 112 650 69 159 30 26
internal_value=0 0.000109196 -0.000362338 -0.00020584 0.000218715 0.000918136 9.8557e-05 -0.000115893 0.000561513 0.000962685 0.000460768
internal_weight=0 2882.8 543.363 509.74 2339.44 342.985 1996.46 1364.43 632.028 486.164 398.989
internal_count=4780 1567 361 337 1206 177 1029 719 310 215 185
is_linear=0
shrinkage=0.06


Tree=859
num_leaves=12
num_cat=0
split_feature=111 32 86 35 130 130 65 116 98 101 81
split_gain=0.0138552 0.0237746 0.0381853 0.0254544 0.018727 0.0150461 0.0248454 0.0559404 0.0620425 0.0739385 0.0619874
threshold=0.0013560238294303419 0.0042751494329422721 0.0026833302108570938 0.0042751494329422721 0.00075379351619631063 0.002945306478068233 0.021960759535431865 0.00070876078098081063 0.0072436286136507997 0.000490355829242617 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -3 6 -1 -8 9 -9 -11
right_child=1 4 -4 -5 -6 -7 7 8 -10 10 -12
leaf_value=1.324291027442488e-06 0.002119771494953477 -0.0012595967291822204 -0.00032604794452405851 0.00031503201845245032 0.00061518590927318038 0.00086057225579551128 0.00043279714338816181 -0.0022451222225448411 -0.0028496293231135023 -0.00059117463289168662 0.0023803857671105791
leaf_weight=8846.8514438867569 74.575935244560242 44.656224250793457 69.879455924034119 45.178055286407471 33.622625946998596 70.558531403541565 143.54392468929291 59.889519691467285 54.281573891639709 80.026636600494385 36.935905456542969
leaf_count=4373 30 33 57 30 24 37 52 42 34 55 13
internal_value=0 0.000425392 0.000788534 0.00143892 -0.000454333 -1.2265e-05 -1.89435e-05 -0.000497506 -0.00107526 -0.000530654 0.000347222
internal_weight=0 267.912 189.633 119.754 78.2789 9292.09 9221.53 374.678 231.134 176.852 116.963
internal_count=4780 174 117 60 57 4606 4569 196 144 110 68
is_linear=0
shrinkage=0.06


Tree=860
num_leaves=12
num_cat=0
split_feature=144 92 54 52 115 39 71 124 118 46 108
split_gain=0.0144304 0.0521941 0.0699578 0.0869058 0.0553878 0.0653411 0.0826763 0.054153 0.111753 0.047265 0.0662733
threshold=0.0038949446752667431 0.021960759535431865 0.0017376682371832433 0.0037758676335215573 0.00244467705488205 0.00017767510871635753 0.0013560238294303419 0.011169348377734424 0.0014427106943912806 0.0038949446752667431 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 -3 -4 7 6 -6 8 -2 -1 -11
right_child=1 2 3 -5 5 -7 -8 -9 -10 10 -12
leaf_value=9.9165896154159347e-05 -0.000317597760710495 -0.00029802385824357675 0.00024093366733874872 0.0027745385575665997 -0.00052902847766585985 -2.2462717823976467e-05 0.0020822400582449657 0.00066870957846315202 -0.0035648430561197575 -0.00088637663679182307 -9.9538510126775994e-05
leaf_weight=4255.5178369283676 115.73658668994904 117.66666638851166 94.033976674079895 101.18236672878265 66.723420858383179 1045.7719283103943 126.22330510616302 62.863261461257935 56.915777921676636 440.5396124124527 3076.825092792511
leaf_count=1844 67 72 63 38 51 716 55 41 43 260 1530
internal_value=0 0.000153736 0.000857582 0.00155412 4.35584e-06 0.000164717 0.00117923 -0.000839079 -0.00138807 -3.53465e-05 -0.000198088
internal_weight=0 1787.12 312.883 195.216 1474.23 1238.72 192.947 235.516 172.652 7772.88 3517.36
internal_count=4780 1146 173 101 973 822 106 151 110 3634 1790
is_linear=0
shrinkage=0.06


Tree=861
num_leaves=12
num_cat=0
split_feature=93 100 108 96 117 83 69 42 45 47 127
split_gain=0.0145323 0.0910545 0.0501091 0.136859 0.194235 0.0623119 0.0886456 0.0596668 0.0540539 0.0713736 0.045974
threshold=0.000490355829242617 0.060991313308477409 0.00073092587990686308 0.00080172589514404546 0.0031340263085439806 0.0063990866765379914 0.0020292587578296666 0.00047558375808876013 0.000490355829242617 0.0042751494329422721 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 10 -7 -2 9 -4 -5
right_child=2 -3 8 5 -6 6 -8 -9 -10 -11 -12
leaf_value=7.5303831148323404e-05 0.00059908096004985991 0.0032241922310616731 0.00027817415894541977 0.0013880537045349466 -0.0058430651014664912 -0.0022549592540321811 0.00068784941059196617 -0.0025007601817991789 -5.0583996794149961e-05 0.0023196224667271993 -0.0007165312203299758
leaf_weight=2898.9655640125275 50.239121198654175 33.440332651138306 314.92023622989655 124.47551870346069 39.048278450965881 80.548467636108398 67.924327373504639 40.274233818054199 5780.1053365468979 76.663259387016296 53.395156264305115
leaf_count=1796 17 17 113 57 25 52 28 26 2608 18 23
internal_value=0 0.000111213 -4.92066e-05 -0.000656218 -0.00230609 -1.2024e-06 -0.000908663 -0.000780204 -4.36644e-06 0.000677844 0.000756276
internal_weight=0 2932.41 6627.59 455.905 129.562 326.343 148.473 90.5134 6171.69 391.583 177.871
internal_count=4780 1813 2967 228 68 160 80 43 2739 131 80
is_linear=0
shrinkage=0.06


Tree=862
num_leaves=12
num_cat=0
split_feature=63 118 137 143 117 20 73 141 58 29 110
split_gain=0.0133187 0.0624654 0.0742229 0.0597511 0.0685252 0.0637816 0.07338 0.0591324 0.0585257 0.0652974 0.0567274
threshold=0.0034400182776153092 0.0014427106943912806 0.00077738583786413084 0.001792412775103003 0.034632634371519096 0.00017767510871635753 0.00050559637020342063 0.0030382014811038975 0.0070226341485977182 0.0041444667149335155 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 4 -2 10 -7 -4 -3 -10 -5
right_child=1 2 7 5 -6 6 -8 -9 9 -11 -12
leaf_value=-4.4919636261405543e-05 -0.00097127907702621139 -0.00056281118944372392 0.0022091907632906783 0.0012795722223255446 0.0013765268953644712 0.00086704256208298318 -0.00016544045633044315 -2.1804666328837298e-05 -0.00030787057654799415 -0.0039402415715533816 -0.00022239607490543868
leaf_weight=6817.295577287674 228.31713831424713 338.47082805633545 49.195459127426147 429.97774744033813 55.66477370262146 368.34044134616852 757.28278160095215 327.41218090057373 30.466590881347656 42.908437848091125 114.66787576675415
leaf_count=3317 128 211 23 200 18 160 443 178 18 35 49
internal_value=0 0.000111653 -0.000339147 0.00029353 -0.000511073 0.00043033 0.000172421 0.000269626 -0.000895832 -0.00243202 0.000963353
internal_weight=0 2742.7 788.453 1954.25 283.982 1670.27 1125.62 376.608 411.846 73.375 544.646
internal_count=4780 1463 465 998 146 852 603 201 264 53 249
is_linear=0
shrinkage=0.06


Tree=863
num_leaves=12
num_cat=0
split_feature=60 39 32 148 101 18 112 129 100 57 11
split_gain=0.0137213 0.0629222 0.0859243 0.0727071 0.0500842 0.0872771 0.0543616 0.0491556 0.0918869 0.0695926 0.064491
threshold=0.004017772153019906 0.0021592099219560628 0.0023699469165876512 0.00017767510871635753 0.028020657598972324 0.00052132029668428015 0.00037263428384903824 0.0015833032084628942 0.0037758676335215573 0.00060774214216507982 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 -6 8 9 -3 -9
right_child=1 7 -4 -5 5 -7 -8 10 -10 -11 -12
leaf_value=-9.4999875288064704e-06 0.0022130032892997069 0.00072365478318043327 0.0020315442079976227 6.0822240245752743e-05 -0.0013540647740379768 -0.0030773707716148214 0.0010669594154334664 -0.00030947075836742442 -0.0023315304092823056 -0.002212787431028622 0.00094104355198904911
leaf_weight=7710.6663559675217 63.020505905151367 119.936283826828 121.31948363780975 546.96533834934235 69.514869332313538 52.533787488937378 64.246461272239685 456.16254329681396 97.190011739730835 38.344154119491577 220.10003733634949
leaf_count=3710 24 67 51 292 43 36 25 307 69 21 135
internal_value=0 0.000156639 0.000573219 0.000283174 -3.29869e-05 -0.0010051 -0.000191231 -0.00017033 -0.000879383 1.22883e-05 9.75283e-05
internal_weight=0 1663.04 731.305 609.986 7896.96 186.295 133.761 931.733 255.47 158.28 676.263
internal_count=4780 966 367 316 3814 104 68 599 157 88 442
is_linear=0
shrinkage=0.06


Tree=864
num_leaves=12
num_cat=0
split_feature=93 116 61 17 145 50 107 100 8 145 52
split_gain=0.0136611 0.0424687 0.0573066 0.0646672 0.0481627 0.0760721 0.0721089 0.0516111 0.0760915 0.0676254 0.0477624
threshold=0.021960759535431865 0.0063990866765379914 0.0019071503775194289 0.0070226341485977182 0.0023699469165876512 0.037906534969806678 0.0079489401541650313 0.0058306583669036635 0.0053125319536775359 0.00066645268816500913 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -6 9 -9 -2 -4
right_child=1 -3 10 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-3.3015259105623094e-05 0.00010696023969271567 -0.00076758295848597673 0.00040347216145708911 -0.001531104061176122 -0.00011978101610664644 0.00070370362305958284 -0.0027297683789515481 0.00038950807765147515 -0.0021197058954729726 0.0015754734852970109 0.0016920280623561477
leaf_weight=7888.5412257909775 249.24047744274139 161.93325519561768 355.32666563987732 91.035186052322388 77.367383718490601 103.26969087123871 75.097766280174255 143.17933809757233 62.498674869537354 206.35708844661713 146.15307986736298
leaf_count=4297 56 67 98 40 22 26 27 38 27 45 37
internal_value=0 0.000155817 0.000254874 -5.87285e-06 0.000145543 -0.000553681 -0.00140535 0.000415953 -0.000372958 0.000772105 0.000779014
internal_weight=0 1671.46 1509.53 1008.05 917.01 255.735 152.465 661.276 205.678 455.598 501.48
internal_count=4780 483 416 281 241 75 49 166 65 101 135
is_linear=0
shrinkage=0.06


Tree=865
num_leaves=12
num_cat=0
split_feature=116 20 110 58 132 37 108 135 54 140 108
split_gain=0.013113 0.0449797 0.046751 0.0442895 0.0345235 0.0329642 0.0321833 0.027892 0.0249214 0.0476433 0.059632
threshold=0.01884530205279589 0.00017767510871635753 0.0019071503775194289 0.0070226341485977182 0.0010263677686452868 0.0014427106943912806 0.0034400182776153092 0.00039601318712811922 0.10522961243987085 0.05109804309904576 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 6 5 4 -4 -3 -2 -8 -1 10 -10
right_child=1 2 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-2.1662874772374967e-06 0.00011448387440805018 -0.0011936388798554471 -0.00087678482051759476 0.0025644931472034458 0.0017326726712741912 0.00019417104057126809 0.0024442135500285299 0.00044404873297266309 -0.0031296046055653251 0.0010580495259006303 -0.00047645098204282304
leaf_weight=8802.8742951154709 78.096556901931763 136.6028767824173 50.081876754760742 38.161860823631287 28.718804478645325 112.24101388454437 68.628451704978943 39.570109486579895 40.978358149528503 44.81346869468689 119.2321594953537
leaf_count=4320 50 108 34 14 20 71 32 22 30 16 63
internal_value=0 0.000283841 -0.000102638 0.000886738 7.42285e-05 -0.000567667 0.00104272 0.00171272 -1.73968e-05 -0.000671333 -0.00115507
internal_weight=0 552.102 365.806 116.963 78.8007 248.844 186.295 108.199 9007.9 205.024 160.211
internal_count=4780 351 247 68 54 179 104 54 4429 109 93
is_linear=0
shrinkage=0.06


Tree=866
num_leaves=12
num_cat=0
split_feature=73 87 85 132 142 99 78 23 125 46 107
split_gain=0.0139178 0.0360929 0.0655223 0.0457566 0.0724733 0.0715864 0.0685047 0.053633 0.0432137 0.0409849 0.0666571
threshold=0.007706565549597145 0.0030382014811038975 0.00068727668258361529 0.00043393640953581786 0.0062037324532866487 0.00073092587990686308 0.0068083447404205808 0.0037758676335215573 0.00090704852482303988 0.040252277627587325 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 8 -6 -7 -2 -5 -11
right_child=1 2 -4 9 6 7 -8 -9 -10 10 -12
leaf_value=-3.4780039278259121e-05 -6.4784322509096531e-05 -0.0024177060491475523 -1.4249150710897526e-05 -6.031225929252813e-05 0.00043621240911376143 -0.00076577385906067121 0.0032244253034357457 0.0017425379939053486 -0.0025986406823028975 -0.00027716975066447108 0.0024121759170595476
leaf_weight=7767.2745963335037 69.150282740592957 52.011956453323364 189.99803304672241 1027.2504022121429 57.073022365570068 42.022020220756531 71.419900178909302 113.78145813941956 37.30049204826355 66.723420858383179 65.994247674942017
leaf_count=3626 29 39 131 742 26 24 24 38 27 51 23
internal_value=0 0.00015069 -0.000530792 0.000257045 0.000818593 0.000246626 0.00198598 0.00106602 -0.000952651 6.78814e-05 0.00106012
internal_weight=0 1792.73 242.01 1550.72 390.747 262.254 128.493 155.803 106.451 1159.97 132.718
internal_count=4780 1154 170 984 168 118 50 62 56 816 74
is_linear=0
shrinkage=0.06


Tree=867
num_leaves=12
num_cat=0
split_feature=31 25 4 137 146 44 17 33 52 98 125
split_gain=0.0134756 0.0640527 0.0710808 0.059944 0.066059 0.0537201 0.0533828 0.0678294 0.05403 0.0464058 0.0484593
threshold=0.0019672545604407792 0.00077738583786413084 0.00060774214216507982 0.0016846025246195497 0.0036604277556762104 0.0051502294372767219 0.00093549740267917525 0.0062037324532866487 0.0033348383149132137 0.010180860292166473 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 9 7 8 -4 10 -2
right_child=1 2 6 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-3.6815332762450535e-05 -0.00079030087760557422 0.00050882973990102514 0.00029311090768694163 0.00016153496534944688 0.0029969320242882926 -0.00016550299965692621 -0.00013486339454077333 -0.0028909271797542156 -0.0017969858554698938 0.0020065664153413802 0.001210162583310523
leaf_weight=7544.822843670845 74.079153060913086 430.21013844013214 104.18115735054016 51.12553882598877 70.193944811820984 337.92394816875458 602.70525860786438 62.523723721504211 77.75701916217804 98.548162698745728 105.92894375324249
leaf_count=3585 57 255 61 28 23 190 382 51 60 29 59
internal_value=0 0.000137837 -0.000119246 0.000582933 0.00180206 0.000343016 -0.000438197 -0.00118605 -0.000600158 0.000959913 0.000386907
internal_weight=0 2015.18 1277.38 737.8 121.319 616.48 847.167 244.462 181.938 278.556 180.008
internal_count=4780 1195 809 386 51 335 554 172 121 145 116
is_linear=0
shrinkage=0.06


Tree=868
num_leaves=12
num_cat=0
split_feature=114 124 104 71 3 82 137 14 8 51 83
split_gain=0.0151508 0.0264889 0.0324179 0.0256524 0.0437815 0.0256709 0.0298989 0.0248883 0.0697782 0.114867 0.0742577
threshold=0.011169348377734424 0.051876978948712356 0.0025217677466571335 0.0092791137285530585 0.00082683752407319855 0.0058306583669036635 0.0016846025246195497 0.00040826165059115743 0.00017767510871635753 0.0034400182776153092 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 -2 6 -5 -1 9 10 -9
right_child=3 2 -4 5 -6 -7 -8 8 -10 -11 -12
leaf_value=9.6851920795412572e-05 0.002341133423601901 0.0017998800429823774 -0.0002396898630315549 -0.0015675208062612513 0.00029548246094391841 0.00045320269425178523 0.00053460715298125851 -0.0033632116577586193 -6.9612843612126889e-05 0.00083670017501369387 -0.00070728400222806048
leaf_weight=3196.9826214313507 40.091940522193909 62.680968165397644 50.786001086235046 80.913054227828979 622.03110444545746 81.931667447090149 34.848581314086914 78.800681233406067 5166.8424078226089 71.080362439155579 73.010442137718201
leaf_count=1306 19 34 38 66 456 36 25 54 2673 34 39
internal_value=0 -2.37453e-05 0.000887001 0.000240271 0.000419348 -0.000359501 -0.000934702 -3.57802e-05 -0.000114452 -0.00115388 -0.0020859
internal_weight=0 8700.18 113.467 859.816 662.123 197.693 115.762 8586.72 5389.73 222.891 151.811
internal_count=4780 4178 72 602 475 127 91 4106 2800 127 93
is_linear=0
shrinkage=0.06


Tree=869
num_leaves=12
num_cat=0
split_feature=35 69 106 68 126 63 80 47 73 0 44
split_gain=0.0138486 0.0421793 0.0905013 0.0784142 0.0910233 0.0778611 0.177432 0.102779 0.0803598 0.140442 0.108293
threshold=0.0048403022810816774 0.0020292587578296666 0.020035739988088611 0.024810968898236755 0.0026012937305495147 0.00062670491752214741 0.00017767510871635753 0.0005375427135732026 0.00017767510871635753 0.0010918468469753864 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 8 7 -7 9 10 -1
right_child=-2 2 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0007665481285743025 0.00011234513851779402 0.00030919264868209726 -0.00086499177308754663 0.0010727480906969132 -0.00028694876452538352 -0.0017113054580263161 -0.00071344386374330173 0.001348765263812658 0.00046752685693793447 -0.001638667310500124 0.00084064518980107915
leaf_weight=276.94066870212555 2795.1308957338333 1957.8785265684128 268.74861657619476 373.42655611038208 337.37706828117371 46.925841689109802 1864.3093318939209 250.15194392204285 830.16797947883606 227.24842739105225 331.69397592544556
leaf_count=106 1564 953 137 171 169 28 1000 91 362 110 89
internal_value=0 -4.64191e-05 0.000167471 -0.000151362 0.000427379 -0.000258841 -0.000496435 0.000865402 4.93922e-05 -0.000365884 0.000109341
internal_weight=0 6764.87 2226.63 4538.24 710.804 3827.44 2161.39 297.078 1666.05 835.883 608.635
internal_count=4780 3216 1090 2126 340 1786 1119 119 667 305 195
is_linear=0
shrinkage=0.06


Tree=870
num_leaves=12
num_cat=0
split_feature=29 27 29 0 95 59 85 110 102 40 105
split_gain=0.0140115 0.107146 0.120011 0.180238 0.0917951 0.0802211 0.0705751 0.10459 0.149141 0.069358 0.0840098
threshold=0.027182282879948619 0.00017767510871635753 0.04673989117145539 0.00087947337306104611 0.0011261500185355546 0.0030382014811038975 0.0019071503775194289 0.00017767510871635753 0.0019071503775194289 0.0031340263085439806 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 9 -2 7 8 -6 -3 -11
right_child=1 4 3 -5 6 -7 -8 -9 -10 10 -12
leaf_value=-2.7314590705939546e-05 -0.0012011634705273617 0.00063414768613683815 0.0014438641415226122 -0.0029832322512167351 -0.0048655572705479854 -0.004626543325814237 -0.0022707112032097129 0.00055910560327899431 0.00092636508573240497 0.0038733882063587736 0.00084246169685105936
leaf_weight=8375.655995965004 69.854407072067261 299.00786530971527 115.52924454212189 46.404010653495789 33.100794911384583 38.004616379737854 47.108134984970093 372.35784518718719 30.98842191696167 62.838212609291077 69.150282740592957
leaf_count=4249 33 124 36 31 27 31 35 153 15 17 29
internal_value=0 0.000193168 -0.000857556 0.000175224 0.000503131 -0.00240811 -6.43749e-05 0.000173767 -0.00206505 0.00113984 0.00228545
internal_weight=0 1184.34 269.792 161.933 914.552 107.859 483.555 436.447 64.0892 430.996 131.988
internal_count=4780 531 131 67 400 64 230 195 42 170 46
is_linear=0
shrinkage=0.06


Tree=871
num_leaves=12
num_cat=0
split_feature=95 143 142 80 54 127 58 113 135 34 58
split_gain=0.0136123 0.0552401 0.102202 0.0773013 0.0655325 0.0550441 0.0769082 0.0508892 0.0938913 0.0751177 0.0726575
threshold=0.0072436286136507997 0.011519505176693203 0.010180860292166473 0.029773407615721229 0.0084566329605877417 0.0014881226234138014 0.0053125319536775359 0.00042089859198313212 0.00017767510871635753 0.0046923852059990176 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 6 -3 -2 9 -9 -11
right_child=1 3 -4 -5 -6 -7 -8 8 -10 10 -12
leaf_value=-3.1273590282320822e-05 -0.00045510994521063663 -0.00020290459606468636 0.0020584344275872812 -0.0030213988589807253 -0.0021373779104719359 -0.0012820166915231911 0.0019339525655478365 0.00021800490548353019 -7.0495048545991698e-05 0.0012406864524034604 0.0040217453360308813
leaf_weight=8028.2138448953629 304.30132222175598 173.17419564723969 117.98115527629852 37.30049204826355 52.533787488937378 76.348770499229431 93.304803490638733 111.35459625720978 421.76064646244049 89.287399649620056 54.438818335533142
leaf_count=3993 166 107 38 27 36 52 35 60 207 42 17
internal_value=0 0.000163907 0.000389971 -0.000410379 -0.000164042 0.000138346 0.000545293 0.00018934 0.000479079 0.00138777 0.00229406
internal_weight=0 1531.79 1099.12 432.662 395.362 342.828 266.479 981.143 676.841 255.081 143.726
internal_count=4780 787 530 257 230 194 142 492 326 119 59
is_linear=0
shrinkage=0.06


Tree=872
num_leaves=12
num_cat=0
split_feature=110 110 17 107 44 114 126 99 75 127 0
split_gain=0.0134154 0.102089 0.104825 0.0715998 0.126523 0.225831 0.109738 0.103652 0.0641317 0.0462278 0.0810556
threshold=0.00085274505545385193 0.0011261500185355546 0.011169348377734424 0.0010263677686452868 0.0070226341485977182 0.0014881226234138014 0.00090704852482303988 0.0030382014811038975 0.0005375427135732026 0.00017767510871635753 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 5 6 -5 -6 -4 10 -1
right_child=1 -3 8 4 7 -7 -8 -9 -10 -11 -12
leaf_value=0.00070169585215462812 0.00030310550318004593 1.7164626233059411e-05 0.0024795747125923597 -0.0081161605067089065 0.00057413002406915895 -0.00094711696779342278 -0.0030290947068554075 -0.0030483537407348339 -0.00064774755571364215 0.00028067632680489428 -0.00021661343414881756
leaf_weight=402.12031173706055 66.880665302276611 4129.3446295261383 44.109344363212585 34.3267502784729 90.331061720848083 74.418690800666809 27.492849111557007 41.500189185142517 50.786001086235046 2118.1892396211624 2480.5000995397568
leaf_count=167 34 1837 12 28 36 47 19 27 38 1142 1393
internal_value=0 -7.44391e-05 -0.000954438 -0.00145316 -0.00189133 -0.00317358 -0.0058538 -0.00056622 0.000805897 6.78654e-05 -8.8511e-05
internal_weight=0 4559.19 429.846 334.95 268.07 136.238 61.8196 131.831 94.8953 5000.81 2882.62
internal_count=4780 2078 241 191 157 94 47 63 50 2702 1560
is_linear=0
shrinkage=0.06


Tree=873
num_leaves=12
num_cat=0
split_feature=44 143 150 27 87 33 52 18 99 118 28
split_gain=0.0133447 0.0326095 0.0567031 0.0601275 0.0392354 0.0357314 0.045251 0.0754782 0.0211539 0.0535366 0.0562128
threshold=0.04673989117145539 0.0070226341485977182 0.014740333426743748 0.0036604277556762104 0.0048403022810816774 0.0013146653072908523 0.0017376682371832433 0.00052132029668428015 0.0035485138650983576 0.099488973617553725 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 4 -3 -2 7 -7 9 10 -1
right_child=1 2 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00011838704186828067 0.0018571269349342693 -0.0031538105479558217 0.0012294160126707055 0.00080212493672946741 -0.00037891567565217669 -0.0023020210617963675 0.0011531968680892778 0.00059056427355612146 0.00011247306201345505 -0.0022160297070140818 0.00059078938907107515
leaf_weight=5543.9217811822891 68.967989444732666 47.812259316444397 53.916987299919128 38.865985155105591 29.762466549873352 49.377752423286438 127.08467388153076 94.870296597480774 3029.5346645116806 42.022020220756531 433.86295568943024
leaf_count=2823 22 39 20 18 14 30 42 26 1488 24 234
internal_value=0 0.000298414 -0.00037924 -0.00112412 -0.00208919 0.000637655 0.000327686 -0.000399601 -1.68397e-05 -8.19177e-05 -6.69156e-05
internal_weight=0 510.658 170.358 116.441 77.5747 340.301 271.333 144.248 9049.34 6019.81 5977.78
internal_count=4780 211 91 71 53 120 98 56 4569 3081 3057
is_linear=0
shrinkage=0.06


Tree=874
num_leaves=12
num_cat=0
split_feature=51 107 107 112 107 8 32 75 110 141 99
split_gain=0.0128606 0.0444516 0.0475252 0.0758946 0.0583903 0.0383153 0.0724233 0.0606227 0.0484725 0.0566499 0.0385902
threshold=0.013032016810029747 0.0045489775948226461 0.0079489401541650313 0.00046126570669002836 0.015675474889576439 0.0021592099219560628 0.00055427959887310873 0.001792412775103003 0.00017767510871635753 0.0011980500421486797 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 6 -2 -8 9 -7 -10
right_child=1 2 3 4 -6 8 7 -9 10 -11 -12
leaf_value=-2.4196673873667533e-05 0.00018576379154271153 0.0014431055797600777 0.0012204411361837987 -0.0028438773725102729 0.00016084219418037077 0.0018542915111105346 -0.0045930884349638951 -0.00094239950540146494 -0.0023115060772436395 2.8282210039164705e-05 -0.0001372035049627233
leaf_weight=8528.907368183136 94.191221117973328 175.23647093772888 102.06878435611725 40.978358149528503 53.916987299919128 99.956411361694336 26.971018075942993 41.682482481002808 34.3267502784729 157.60136246681213 204.16261756420135
leaf_count=4213 46 71 49 30 20 37 22 34 28 108 122
internal_value=0 0.000200148 0.000724309 8.48055e-05 -0.00113668 -9.59447e-05 -0.000894499 -0.0023766 0.000166209 0.000736944 -0.00045016
internal_weight=0 1031.09 372.201 196.964 94.8953 658.892 162.845 68.6535 496.047 257.558 238.489
internal_count=4780 567 170 99 50 397 102 56 295 145 150
is_linear=0
shrinkage=0.06


Tree=875
num_leaves=12
num_cat=0
split_feature=106 51 58 50 94 102 128 21 81 51 35
split_gain=0.0134963 0.0396868 0.0528179 0.0461888 0.0434541 0.0875197 0.109624 0.103772 0.0808033 0.0987895 0.129792
threshold=0.020035739988088611 0.013032016810029747 0.0095705352723598498 0.26590165495872503 0.00043393640953581786 0.010829726699739696 0.00017767510871635753 0.0068083447404205808 0.004017772153019906 0.0049928687512874612 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 -6 9 10 -8
right_child=1 2 -4 -5 5 -7 8 -9 -10 -11 -12
leaf_value=2.8722579881011068e-05 0.00014214216114776299 0.0011874390408745997 -0.0010860778745685514 0.001591399000391602 -0.00094272433444128319 -0.0030733010509837863 0.00067841705994544353 -0.0042539248272133448 0.00078767499357731854 -0.0034060673525025211 -0.0032062142801343625
leaf_weight=8224.8885346651077 368.34044134616852 145.83859097957611 49.195459127426147 44.109344363212585 168.24532532691956 50.264170050621033 140.04835188388824 42.726144552230835 244.38675367832184 42.204313516616821 39.752402782440186
leaf_count=4150 160 71 23 12 79 41 56 28 100 31 29
internal_value=0 -0.000176944 0.000613966 -0.000312246 -0.000388862 -0.000657667 -0.000478413 -0.00161331 3.49557e-05 -0.00079365 -0.000180442
internal_weight=0 1335.11 195.034 1140.08 1095.97 727.627 677.363 210.971 466.392 222.005 179.801
internal_count=4780 630 94 536 524 364 323 107 216 116 85
is_linear=0
shrinkage=0.06


Tree=876
num_leaves=12
num_cat=0
split_feature=104 110 83 43 29 150 107 141 98 0 17
split_gain=0.0135459 0.0443559 0.0411339 0.0333834 0.0475096 0.0169764 0.035868 0.0514052 0.064025 0.0453943 0.0348074
threshold=0.066585760563611998 0.00017767510871635753 0.02636832278221846 0.012636432424187662 0.007706565549597145 0.028020657598972324 0.048151826485991485 0.0020932231564074759 0.0051502294372767219 0.0020932231564074759 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 6 -1 9 -9 -8 -7
right_child=1 3 -4 -5 -6 10 7 8 -10 -11 -12
leaf_value=-6.2307503957755106e-06 0.0026407632951908791 -0.0023116388939868632 0.00022892183401632327 0.00098227700790287555 0.0002480182271341648 0.0012162315134145534 -0.00085877892965212962 0.0011659062018809173 -0.0015231991973597193 -0.0036123119523601682 -0.00023849657221978695
leaf_weight=8832.7870547771454 49.717290163040161 44.473930954933167 52.169200897216797 57.412560105323792 63.202799201011658 118.50298631191254 60.046764135360718 73.349979877471924 56.368898034095764 33.622625946998596 118.3457418680191
leaf_count=4478 20 26 22 16 31 35 25 29 22 24 52
internal_value=0 0.000421376 0.00140582 -0.000186185 -0.000809202 -1.21055e-05 -2.52203e-05 -0.000776067 -2.63542e-06 -0.00184716 0.00048935
internal_weight=0 266.976 101.886 165.089 107.677 9293.02 9056.18 223.388 129.719 93.6694 236.849
internal_count=4780 115 42 73 57 4665 4578 100 51 49 87
is_linear=0
shrinkage=0.06


Tree=877
num_leaves=12
num_cat=0
split_feature=136 28 31 63 140 11 51 92 144 42 19
split_gain=0.0130699 0.0156504 0.0397923 0.0666079 0.0654343 0.12008 0.0811255 0.0990938 0.108037 0.0896305 0.0864803
threshold=0.013032016810029747 0.001792412775103003 0.00039601318712811922 0.011519505176693203 0.0019672545604407792 0.0030382014811038975 0.013032016810029747 0.00099512818269431613 0.00044738779251929378 0.0020932231564074759 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 7 -7 -9 10 -10
right_child=-2 2 3 -5 5 6 -8 8 9 -11 -12
leaf_value=-5.3806394151641128e-05 0.00071830243569850731 -0.00045835096845253556 -0.0002706708679554725 0.0010767510069194998 0.0011546534742053441 0.00062193492768563337 0.0015557661097698389 -0.0039526690474971865 0.0018662463731189112 -0.0029057851505245144 -0.0015359526334571651
leaf_weight=6909.3243277072906 90.331061720848083 276.31169092655182 1141.3213003873825 149.35921263694763 569.47921943664551 144.4303423166275 78.9579256772995 47.108134984970093 57.412560105323792 45.360348582267761 50.603707790374756
leaf_count=3303 36 174 722 91 235 63 37 35 16 37 31
internal_value=0 -6.85188e-06 0.000119859 -0.000114745 0.000358347 0.000585521 -0.000179117 -0.000576266 -0.00143946 -0.000667549 0.000272376
internal_weight=0 9469.67 2560.34 1290.68 1269.66 993.352 423.873 344.915 200.485 153.377 108.016
internal_count=4780 4744 1441 813 628 454 219 182 119 84 47
is_linear=0
shrinkage=0.06


Tree=878
num_leaves=12
num_cat=0
split_feature=93 112 147 116 94 108 141 19 96 62 1
split_gain=0.013064 0.0602188 0.123507 0.0367382 0.0631054 0.0485631 0.0420342 0.126707 0.179727 0.216527 0.0342213
threshold=0.021960759535431865 0.010829726699739696 0.0010585968848317864 0.0063990866765379914 0.0016846025246195497 0.0068083447404205808 0.0010263677686452868 0.0019672545604407792 0.00093549740267917525 0.0037758676335215573 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 7 -2 -9 -10 -8
right_child=3 2 -4 4 -6 -7 10 8 9 -11 -12
leaf_value=-1.173554916988764e-05 0.00044639457479853767 -0.0033450380071222479 0.00051563578448467391 -0.00047250496306166373 0.00050265368780336725 -0.0033841562758763388 0.00035543860597746376 0.00035498009314081181 -0.0069584443768906119 -0.00015771568171565894 0.0016954533159219225
leaf_weight=7769.1518218517303 300.5232607126236 58.298977732658386 61.090426206588745 43.065682291984558 79.297463417053223 39.570109486579895 995.08192777633667 71.941731214523315 38.004616379737854 30.284297585487366 73.689517617225647
leaf_count=4251 67 27 19 18 27 22 267 21 31 11 19
internal_value=0 -3.22857e-05 -0.00136957 0.000152374 -0.00070647 -0.00186675 0.000244506 -0.000248528 -0.00173779 -0.0039425 0.00044783
internal_weight=0 7888.54 119.389 1671.46 161.933 82.6358 1509.53 440.754 140.231 68.2889 1068.77
internal_count=4780 4297 46 483 67 40 416 130 63 42 286
is_linear=0
shrinkage=0.06


Tree=879
num_leaves=12
num_cat=0
split_feature=77 31 17 44 125 101 21 1 109 4 63
split_gain=0.0134382 0.0638396 0.0796983 0.100659 0.106319 0.10306 0.0891118 0.0834274 0.0907625 0.0779435 0.0850758
threshold=0.00096484774257987748 0.0014427106943912806 0.000490355829242617 0.0028552538715302949 0.0013986918493174019 0.00075379351619631063 0.00040826165059115743 0.0010585968848317864 0.0030382014811038975 0.0036604277556762104 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 7 -6 -5 8 -4 -1 -11
right_child=-2 -3 3 6 5 -7 -8 -9 -10 10 -12
leaf_value=0.00035241678232261059 -5.7615701364634627e-05 0.0005860051818240852 -0.0049327698809865555 0.0019862685620523277 0.0017693440950212467 -0.0017600972816701134 -0.00024663272812610161 -0.00087941205432385346 -0.0015675835770044442 0.00026791609686982768 -0.0021445384774571251
leaf_weight=1638.690397977829 5772.986190199852 744.08671259880066 54.803404927253723 70.193944811820984 65.994247674942017 54.281573891639709 771.86900174617767 115.03246235847473 60.933181762695312 111.32954740524292 99.799166917800903
leaf_count=607 3164 374 31 23 23 34 335 63 36 36 54
internal_value=0 8.78303e-05 -3.39883e-05 -0.000416333 -0.00126988 0.000176475 -6.04992e-05 -0.00202372 -0.00316106 0.000212619 -0.000872435
internal_weight=0 3787.01 3042.93 1193.11 351.045 120.276 842.063 230.769 115.737 1849.82 211.129
internal_count=4780 1616 1242 545 187 57 358 130 67 697 90
is_linear=0
shrinkage=0.06


Tree=880
num_leaves=12
num_cat=0
split_feature=53 21 98 75 136 118 129 44 35 19 82
split_gain=0.013038 0.0796099 0.0498686 0.0397523 0.015192 0.0739908 0.12576 0.0876528 0.07941 0.0861079 0.0685624
threshold=0.12945349514484408 0.00099512818269431613 0.00096484774257987748 0.00017767510871635753 0.0011261500185355546 0.0038949446752667431 0.00017767510871635753 0.0028552538715302949 0.0010585968848317864 0.0034400182776153092 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 7 -7 -6 10 -10 -9
right_child=1 2 3 -5 5 6 -8 8 9 -11 -12
leaf_value=-4.1244627039028339e-05 -0.0015653248269111783 0.0023286672143532521 -0.0008662823389219374 0.0017998922045603684 -0.00091046835781596902 0.0025459533482114992 4.6472756895070733e-05 0.0017654646558942773 -0.0019136328334248773 0.00022670691579063218 -0.00047679325347970152
leaf_weight=8046.1063932180405 51.829663157463074 70.558531403541565 51.829663157463074 32.918501615524292 309.38743698596954 116.57290661334991 191.5384773015976 182.04532325267792 83.522209405899048 356.47052311897278 67.220203042030334
leaf_count=4035 32 37 32 20 177 30 98 56 51 188 24
internal_value=0 0.000470838 0.00115036 0.000169333 -1.04276e-05 0.000179323 0.000992143 -7.14563e-05 0.000305151 -0.000179586 0.00116079
internal_weight=0 207.136 155.307 84.7482 9352.86 1306.76 308.111 998.646 689.258 439.993 249.266
internal_count=4780 121 89 52 4659 624 128 496 319 239 80
is_linear=0
shrinkage=0.06


Tree=881
num_leaves=12
num_cat=0
split_feature=114 138 40 32 150 5 15 136 112 142 19
split_gain=0.0132316 0.0238694 0.0501976 0.0586976 0.0576873 0.0816567 0.0454215 0.0406012 0.0363587 0.0356103 0.0297538
threshold=0.011169348377734424 0.0045489775948226461 0.0011980500421486797 0.00062670491752214741 0.0013560238294303419 0.000490355829242617 0.0044099434744566688 0.00040826165059115743 0.00244467705488205 0.00244467705488205 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 -3 8 -5 -9 -11
right_child=-2 2 3 7 -6 -7 -8 9 -10 10 -12
leaf_value=8.5590454979744833e-06 0.00022453790427490324 -0.00044267425998934889 0.00017090228200803534 -0.00066607616522082393 -0.00072341004098851051 0.0033633189043538693 -0.0025913840133571639 0.001475570328714256 -0.002731397944266677 -0.0016031697148895551 0.00038012046517544549
leaf_weight=7940.059156537056 859.81634795665741 84.226333737373352 64.793341159820557 231.68051552772522 57.959439992904663 51.986907601356506 61.115475058555603 56.551191329956055 35.370412349700928 43.430268883705139 73.010442137718201
leaf_count=3695 602 55 46 165 37 15 43 29 22 32 39
internal_value=0 -2.21905e-05 -0.000343392 -0.000106318 0.000824045 0.00159207 -0.0013462 -0.000475762 -0.000939624 0.000240311 -0.000359611
internal_weight=0 8700.18 760.124 614.783 174.74 116.78 145.342 440.043 267.051 172.992 116.441
internal_count=4780 4178 483 385 98 61 98 287 187 100 71
is_linear=0
shrinkage=0.06


Tree=882
num_leaves=12
num_cat=0
split_feature=135 71 44 108 145 146 92 39 8 71 137
split_gain=0.0149457 0.0577616 0.0870342 0.0511528 0.100598 0.068257 0.0648716 0.0593648 0.0543842 0.0742068 0.0941244
threshold=0.0037758676335215573 0.001792412775103003 0.0060143163427710542 0.028884131461381916 0.0023699469165876512 0.0079489401541650313 0.00017767510871635753 0.0021592099219560628 0.0048403022810816774 0.030689206905663017 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 -3 -8 9 -9 -11
right_child=1 3 -4 4 5 -7 7 8 -10 10 -12
leaf_value=-3.8149521089321598e-05 0.0032958565121423162 -0.00041506726481377115 -0.00059194763775404977 0.0004966775016255582 -0.004508354646699078 -0.00071206108754870163 0.00085700232757042341 0.001294045760289545 -0.00043209588846932086 -0.0025340034521073038 0.0014184391099143026
leaf_weight=7595.7772353887558 49.717290163040161 491.56495583057404 35.552705645561218 75.80189061164856 35.370412349700928 32.918501615524292 560.14330983161926 199.05145394802094 396.04063260555267 49.377752423286438 38.6836918592453
leaf_count=3952 20 192 29 31 22 20 176 87 210 30 11
internal_value=0 0.000147527 0.00167486 7.82136e-05 -0.00100807 -0.00267836 0.000168436 0.000399137 2.37154e-05 0.000652457 -0.000797772
internal_weight=0 1964.22 85.27 1878.95 144.091 68.2889 1734.86 1243.3 683.154 287.113 88.0614
internal_count=4780 828 49 779 73 42 706 514 338 128 41
is_linear=0
shrinkage=0.06


Tree=883
num_leaves=12
num_cat=0
split_feature=23 45 51 45 107 0 52 33 132 11 4
split_gain=0.0127734 0.0527993 0.0646194 0.0956038 0.0750149 0.0780069 0.0986327 0.0621847 0.0590796 0.0575374 0.0457975
threshold=0.0056525857653468856 0.0010263677686452868 0.00017767510871635753 0.00064626874518580746 0.00046126570669002836 0.00017767510871635753 0.0033348383149132137 0.00066645268816500913 0.00043393640953581786 0.00070876078098081063 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -4 -6 8 10 -7 -8 -2
right_child=1 -3 4 -5 5 6 9 -9 -10 -11 -12
leaf_value=9.4490904222653592e-05 -0.0028058176447735479 1.4959994664811326e-05 0.00079049380409856786 -0.0036210465914518963 0.0010273668379743592 -0.0045525144461875033 0.00088223796959044029 0.0013047582329529844 -0.001145659050378616 -0.0010866007581700641 0.00011616703599908628
leaf_weight=3347.0821534395218 45.699886322021484 5441.3381171226501 183.66091406345367 54.281573891639709 79.115170121192932 40.274233818054199 75.097766280174255 41.135602593421936 33.622625946998596 185.25145602226257 33.440332651138306
leaf_count=1771 27 2616 95 34 20 26 27 13 24 110 17
internal_value=0 -5.0905e-05 -0.000515399 -0.00153087 -0.000218495 -0.000666799 -0.0010678 -0.000587557 -0.00300242 -0.000518689 -0.00157115
internal_weight=0 6212.92 771.58 174.557 597.022 413.361 334.246 120.276 73.8969 260.349 79.1402
internal_count=4780 3009 393 91 302 207 187 57 50 137 44
is_linear=0
shrinkage=0.06


Tree=884
num_leaves=12
num_cat=0
split_feature=67 101 29 61 30 24 35 36 69 85 136
split_gain=0.0129654 0.0564643 0.0616465 0.045382 0.0293296 0.0274855 0.0214916 0.0219051 0.0611895 0.06693 0.102109
threshold=0.0044099434744566688 0.00075379351619631063 0.0041444667149335155 0.00244467705488205 0.0012745757703669371 0.0095705352723598498 0.044033329933881767 0.0026833302108570938 0.00046126570669002836 0.0016331639490090313 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 -3 7 -1 -9 10 -10
right_child=1 5 3 -5 -6 -7 -8 8 9 -11 -12
leaf_value=2.3983867652765194e-05 0.0018119337833753979 -0.00075492460140693057 0.0033607936810674316 0.00089247051150756853 -0.00015948146372198082 0.001053284395356408 -0.001220755766624647 0.00013372170155501859 -0.0027251511391726086 -0.00010161444022211312 -5.1383746077519134e-05
leaf_weight=7965.2253391742706 32.736208319664001 179.14672803878784 47.265379428863525 61.97684383392334 159.71373546123505 36.414074420928955 53.055618524551392 581.7888708114624 119.96133267879486 232.72417759895325 89.99152398109436
leaf_count=3832 13 129 18 30 120 16 33 293 91 159 46
internal_value=0 0.000292155 0.00082205 0.00196043 0.000175861 -0.000449469 -1.67115e-05 -9.60548e-06 -0.000270763 -0.000802357 -0.0015791
internal_weight=0 517.253 301.692 109.242 192.45 215.561 9042.75 8989.69 1024.47 442.677 209.953
internal_count=4780 326 181 48 133 145 4454 4421 589 296 137
is_linear=0
shrinkage=0.06


Tree=885
num_leaves=12
num_cat=0
split_feature=4 106 35 145 78 144 52 115 50 73 39
split_gain=0.0129718 0.0289807 0.0342968 0.02826 0.0204741 0.0187465 0.0538514 0.0509883 0.059076 0.0490834 0.085426
threshold=0.010180860292166473 0.0046923852059990176 0.0014427106943912806 0.0018488886416889729 0.0058306583669036635 0.0038949446752667431 0.0037758676335215573 0.00244467705488205 0.010500331409275534 0.00042089859198313212 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 -1 7 8 -7 -8 -11
right_child=1 -3 4 -5 -6 6 9 -9 -10 10 -12
leaf_value=-5.5597421222709839e-05 -0.0001448852969438069 0.0009522997322176578 0.0013193058648541716 -0.0023867292907235158 -0.00020702984652170642 -0.0020046806203298903 -0.0011095487428139806 6.5414691349597234e-05 0.00071644731651071113 0.0023874971400576115 0.00043987577840339415
leaf_weight=7440.7738819122314 49.717290163040161 161.41142416000366 59.342639803886414 34.14445698261261 67.767082929611206 94.216269969940186 54.281573891639709 994.1245584487915 41.317895889282227 98.208624958992004 464.69413316249847
leaf_count=3483 20 70 21 21 45 70 34 691 20 39 266
internal_value=0 0.00034716 -0.000115824 -0.00105766 0.000505558 -1.40707e-05 0.000162814 -8.34244e-05 -0.00117514 0.000613516 0.000779674
internal_weight=0 372.383 210.971 83.8617 127.11 9187.62 1746.84 1129.66 135.534 617.184 562.903
internal_count=4780 177 107 41 66 4603 1120 781 90 339 305
is_linear=0
shrinkage=0.06


Tree=886
num_leaves=12
num_cat=0
split_feature=135 63 20 97 42 47 120 110 11 19 131
split_gain=0.0135806 0.0435557 0.0437931 0.0581525 0.0537575 0.0456196 0.0989527 0.070694 0.0493473 0.0582459 0.0455823
threshold=0.0037758676335215573 0.011519505176693203 0.018276390619575981 0.00043393640953581786 0.049604203552007682 0.0066005610860884198 0.00055427959887310873 0.00057154725072905432 0.0012357163941487672 0.004017772153019906 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 -7 -9 -10 -8
right_child=1 -3 3 -5 -6 6 10 8 9 -11 -12
leaf_value=-3.6365641303250956e-05 8.6884406514736563e-05 -0.00096044650364584627 -0.0033608277512947151 0.00047507288848959168 -0.001499474006231857 -0.00033460414241006585 0.00059485443663111692 0.00041748145683935403 0.0025891151689153096 0.00092847685762663282 -0.0019322156826847604
leaf_weight=7595.7772353887558 1075.5983952283859 121.34453248977661 28.196973443031311 28.718804478645325 60.046764135360718 106.26848149299622 42.361557960510254 131.10207772254944 161.90820634365082 143.36163139343262 65.31517219543457
leaf_count=3952 456 75 23 20 25 49 14 35 43 45 43
internal_value=0 0.000140628 0.000213129 -0.00142529 0.000265343 0.000326743 0.000723459 0.00105315 0.00139111 0.00180924 -0.00093803
internal_weight=0 1964.22 1842.88 56.9158 1785.96 1725.92 650.317 542.64 436.372 305.27 107.677
internal_count=4780 828 753 43 710 685 229 172 123 88 57
is_linear=0
shrinkage=0.06


Tree=887
num_leaves=12
num_cat=0
split_feature=72 121 9 10 106 124 44 1 46 15 47
split_gain=0.0130147 0.0479224 0.0405727 0.084307 0.0661954 0.0845894 0.0923363 0.123203 0.145034 0.095403 0.0798873
threshold=0.0095705352723598498 0.029773407615721229 0.0010263677686452868 0.00090704852482303988 0.000490355829242617 0.0022272822679951791 0.0084566329605877417 0.0032328735105693345 0.0038949446752667431 0.007706565549597145 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 7 8 -6 -10 -8
right_child=1 -3 3 4 5 -7 10 -9 9 -11 -12
leaf_value=3.3967564474290832e-05 7.2888533417013058e-05 0.0014967361994174502 0.00056876927223224456 0.00080852171596837365 -0.0010135109394471601 0.00011504101426155553 -0.0012488151861647528 -0.00043078393458035761 -0.0025368229389435447 -0.0059317142294830144 0.00056786853555944468
leaf_weight=6051.2237659692764 1891.7451319694519 89.105106353759766 311.44971227645874 118.68527960777283 117.30207979679108 333.02012670040131 168.79220521450043 176.30518186092377 70.740824699401855 51.490125417709351 180.14029240608215
leaf_count=2836 1132 35 141 42 58 186 100 89 44 42 75
internal_value=0 0.000136938 -3.57894e-05 -0.000312056 -0.000537571 -0.0006831 -0.00103065 -0.00163457 -0.00252061 -0.00396693 -0.000310932
internal_weight=0 1980.85 7579.15 1527.93 1216.48 1097.79 764.771 415.838 239.533 122.231 348.932
internal_count=4780 1167 3613 777 636 594 408 233 144 86 175
is_linear=0
shrinkage=0.06


Tree=888
num_leaves=12
num_cat=0
split_feature=18 29 37 112 121 137 148 30 60 60 131
split_gain=0.0132231 0.0589974 0.0806697 0.0486612 0.0423891 0.0382637 0.0345155 0.0419471 0.0557051 0.025464 0.0636129
threshold=0.0081988852471113222 0.0053125319536775359 0.00038414125447161501 0.0013146653072908523 0.002945306478068233 0.00037263428384903824 0.0005893622583243997 0.00057154725072905432 0.00073092587990686308 0.00085274505545385193 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 6 3 5 -4 -3 -2 8 -8 -1 -11
right_child=1 2 4 -5 -6 -7 7 -9 -10 10 -12
leaf_value=6.1159564255465013e-05 0.0013717324645781744 -1.9399745623653859e-05 0.00048667382693578582 0.0033808315705355506 -0.0017392409153866614 0.0025852682198536014 -0.0029926317029681081 4.339226375768499e-06 -0.00023060432522589356 -0.00033090649728007232 0.00021609387980158268
leaf_weight=5449.7444627285004 39.909647226333618 49.377752423286438 153.5589097738266 52.50873863697052 38.526447415351868 34.483994722366333 47.629966020584106 201.91804897785187 58.663564324378967 2282.0776233673096 1151.6006766557693
leaf_count=2455 12 30 91 12 28 11 32 151 41 1238 679
internal_value=0 0.000255694 0.000832508 0.00194848 4.02234e-05 0.00105164 -0.000288536 -0.000503521 -0.00146826 -1.94741e-05 -0.000147451
internal_weight=0 676.577 328.456 136.37 192.085 83.8617 348.121 308.212 106.294 8883.42 3433.68
internal_count=4780 408 172 53 119 41 236 224 73 4372 1917
is_linear=0
shrinkage=0.06


Tree=889
num_leaves=12
num_cat=0
split_feature=29 92 46 11 2 116 145 116 141 68 92
split_gain=0.0129921 0.0710454 0.0810341 0.0942421 0.0784925 0.0764169 0.0760243 0.0775269 0.0731159 0.076105 0.0717164
threshold=0.027182282879948619 0.17555952817201617 0.023343417793512348 0.027182282879948619 0.00017767510871635753 0.0044099434744566688 0.0026833302108570938 0.0072436286136507997 0.007706565549597145 0.0017376682371832433 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 8 -7 -8 9 -2 -4
right_child=1 -3 10 4 -6 6 7 -9 -10 -11 -12
leaf_value=-2.6302151817529593e-05 0.0012437449630476373 -0.0020713468350557793 -0.00014301855480036249 -0.0027266416984594744 0.00053732334869263513 -0.000222030413676183 0.0028859970051931267 0.00054113009471665695 -0.0018942814320241088 -0.00045512720651008919 0.0022271886181065323
leaf_weight=8375.655995965004 143.36163139343262 48.15179705619812 71.602193474769592 74.079153060913086 41.317895889282227 116.78024876117706 100.29594910144806 102.77290868759155 76.688308238983154 280.98312139511108 128.31062924861908
leaf_count=4249 45 29 31 57 20 61 27 53 42 123 43
internal_value=0 0.000186008 0.000281675 4.75342e-05 -0.00155798 0.000273232 0.000997778 0.00169926 -0.000189303 0.000118824 0.00137826
internal_weight=0 1184.34 1136.19 936.279 115.397 820.882 319.849 203.069 501.033 424.345 199.913
internal_count=4780 531 502 428 77 351 141 80 210 168 74
is_linear=0
shrinkage=0.06


Tree=890
num_leaves=12
num_cat=0
split_feature=93 50 146 39 34 33 73 19 77 95 143
split_gain=0.0130745 0.0461551 0.0846353 0.0758397 0.071258 0.100607 0.136066 0.10938 0.105847 0.0634674 0.0680504
threshold=0.000490355829242617 0.00066645268816500913 0.0010263677686452868 0.00077738583786413084 0.0018488886416889729 0.0005375427135732026 0.00017767510871635753 0.00060774214216507982 0.010500331409275534 0.00077738583786413084 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 5 6 8 -7 -1 -3 -11
right_child=-2 2 -4 -5 -6 7 -8 -9 -10 10 -12
leaf_value=-0.004964538194272625 -4.6673403623278672e-05 0.0019584278651650945 5.1190974459372287e-05 -0.00052606010257403148 0.00024294750966951206 0.0031788966110506537 -0.00058620385598342865 -0.0012483908205072084 -0.00044301747490001984 -0.00079865363278630781 0.0019216899892817931
leaf_weight=55.689822554588318 6627.5939356088638 233.35315537452698 1662.5916737318039 97.190011739730835 430.9393116235733 40.613771557807922 207.86553251743317 39.752402782440186 28.014680147171021 79.844343304634094 56.551191329956055
leaf_count=42 2967 91 1041 69 283 16 149 29 16 48 29
internal_value=0 0.000105488 0.000251648 0.000965402 -0.000282187 -0.000890627 -0.00140871 0.000988979 -0.00345125 0.00135744 0.000329233
internal_weight=0 2932.41 2129.53 466.939 802.876 371.936 291.57 80.3662 83.7045 369.749 136.396
internal_count=4780 1813 1278 237 535 252 207 45 58 168 77
is_linear=0
shrinkage=0.06


Tree=891
num_leaves=12
num_cat=0
split_feature=63 63 48 8 17 107 19 51 94 2 58
split_gain=0.0129103 0.0532658 0.05469 0.0550632 0.0657743 0.0642721 0.12144 0.0903581 0.0831208 0.0634193 0.0574022
threshold=0.0034400182776153092 0.0046923852059990176 0.0027679565828293566 0.0044099434744566688 0.040252277627587325 0.0051502294372767219 0.0084566329605877417 0.0030382014811038975 0.0033348383149132137 0.00064626874518580746 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 9 7 10 -9 -3 -7
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-4.4225593068700796e-05 0.00048963679873380457 -0.00052543078705537076 0.0016856616717318756 0.00011992350212537613 0.0010747191178013345 -0.0020042560999107739 0.00069807467333815761 -0.0031060009333008041 0.00043288511762385823 0.0022715254640680417 -0.0052865766053117593
leaf_weight=6817.295577287674 895.66544497013092 310.298903465271 61.455012798309326 1127.0314716100693 77.210139274597168 33.622625946998596 63.724630236625671 42.908437848091125 53.916987299919128 32.214377284049988 44.656224250793457
leaf_count=3317 412 212 33 611 39 24 28 35 20 16 33
internal_value=0 0.000109928 -7.42008e-05 -0.000134771 -0.000570648 -0.000789175 -0.00154469 -0.00236088 -0.00113538 -0.000262369 -0.00387674
internal_weight=0 2742.7 1847.04 1785.58 658.552 581.342 238.829 175.104 96.8254 342.513 78.2789
internal_count=4780 1463 1051 1018 407 368 140 112 55 228 57
is_linear=0
shrinkage=0.06


Tree=892
num_leaves=12
num_cat=0
split_feature=37 150 12 98 72 3 39 124 23 87 12
split_gain=0.0132479 0.0354607 0.0533511 0.0500709 0.0567063 0.0793172 0.0694925 0.0662276 0.0532604 0.0620232 0.0571207
threshold=0.0012745757703669371 0.0068083447404205808 0.0010263677686452868 0.0072436286136507997 0.011169348377734424 0.00057154725072905432 0.0056525857653468856 0.0026012937305495147 0.036783467978239066 0.000490355829242617 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 8 5 -5 -6 -7 10 -10 -2
right_child=1 2 -4 4 6 7 -8 -9 9 -11 -12
leaf_value=-4.6409361204408427e-05 -0.00069399445478551054 0.00086140199220615082 -0.00032806262059433374 -0.00031568476263435112 -0.00068854313945549122 -0.004112592751463545 0.0022323458479395326 -0.0011168508760963406 0.0022141767106796935 -0.00027530749330811536 0.00024258640272022575
leaf_weight=6677.197127699852 291.88452410697937 447.43056261539459 194.87680566310883 367.47907257080078 61.115475058555603 39.230571746826172 56.368898034095764 82.29625403881073 92.078848123550415 59.185395359992981 1190.8562972545624
leaf_count=3213 173 156 111 173 43 32 22 50 34 38 735
internal_value=0 0.000107494 0.000500517 -5.17803e-06 -0.00047075 -0.000755123 0.000712897 -0.00208392 0.000167627 0.00124011 5.8216e-05
internal_weight=0 2882.8 642.307 2240.5 606.49 489.006 117.484 121.527 1634.01 151.264 1482.74
internal_count=4780 1567 267 1300 320 255 65 82 980 72 908
is_linear=0
shrinkage=0.06


Tree=893
num_leaves=12
num_cat=0
split_feature=109 137 23 40 129 24 68 45 148 141 54
split_gain=0.013422 0.0633673 0.0937849 0.0710365 0.0983034 0.120339 0.0868037 0.0692744 0.0723201 0.136829 0.0962515
threshold=0.0051502294372767219 0.0005375427135732026 0.015675474889576439 0.00017767510871635753 0.00057154725072905432 0.0010263677686452868 0.0092791137285530585 0.010180860292166473 0.00899649551138282 0.0044099434744566688 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 -5 -7 8 -1 10 -10
right_child=-2 -3 3 4 -6 6 -8 -9 9 -11 -12
leaf_value=-3.3714117585156689e-05 -6.3646393288940796e-05 -0.00032919610349243318 -0.00014253397738422875 0.0035730197397610126 6.4614546408177034e-05 -0.00010476408967905119 0.002780446406055472 -0.00090264390486494833 0.00071655937692257439 0.0030784766562484854 -0.0015726245060348934
leaf_weight=1793.7828006744385 5306.7905642986298 1034.116303563118 166.47249007225037 106.42572593688965 144.27309787273407 100.66053569316864 59.864470839500427 244.59409582614899 447.8953446149826 77.549677014350891 77.574725866317749
leaf_count=826 2633 614 57 32 80 41 18 131 266 29 53
internal_value=0 7.94125e-05 0.000210676 0.000903173 0.0013265 0.00200848 0.000971215 5.92207e-05 0.000157379 0.000725818 0.000378609
internal_weight=0 4253.21 3219.09 577.696 411.224 266.951 160.525 2641.4 2396.8 603.02 525.47
internal_count=4780 2147 1533 228 171 91 59 1305 1174 348 319
is_linear=0
shrinkage=0.06


Tree=894
num_leaves=12
num_cat=0
split_feature=93 93 1 141 109 137 46 81 21 73 145
split_gain=0.0136041 0.0534564 0.0865899 0.115775 0.106365 0.0957079 0.108825 0.184153 0.0931681 0.0982154 0.0941048
threshold=0.021960759535431865 0.0048403022810816774 0.00070876078098081063 0.00085274505545385193 0.0034400182776153092 0.00070876078098081063 0.040252277627587325 0.0079489401541650313 0.00057154725072905432 0.00087947337306104611 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 -5 6 7 -6 10 -10 -3
right_child=-2 2 3 4 5 -7 -8 -9 9 -11 -12
leaf_value=4.978325185667097e-05 0.00015549211788626574 -0.0040656577327532672 0.001343873880111859 0.00099220652335160189 -0.0031986108196529689 0.00021114424433121696 0.00071243417088372586 -0.00010403484456069873 4.1391972928424461e-05 -0.0016264965904159128 -0.00093567766674889849
leaf_weight=6160.2558906078339 1671.4586064815521 57.777146697044373 195.7131255865097 181.88807880878448 157.94090020656586 262.9583774805069 76.323721647262573 123.24956333637238 400.00793874263763 186.2951180934906 86.131364583969116
leaf_count=3521 483 30 74 73 98 122 28 56 155 104 36
internal_value=0 -3.29463e-05 -0.000327826 3.54366e-05 -0.00028372 -0.00065775 -0.00129684 -0.00184222 -0.000824343 -0.000488572 -0.00219232
internal_weight=0 7888.54 1728.29 998.074 802.361 620.473 357.514 281.19 730.212 586.303 143.909
internal_count=4780 4297 776 451 377 304 182 154 325 259 66
is_linear=0
shrinkage=0.06


Tree=895
num_leaves=12
num_cat=0
split_feature=145 109 88 95 63 105 46 5 52 125 150
split_gain=0.0125594 0.043051 0.0816933 0.062153 0.042359 0.0584598 0.0686648 0.0674834 0.11286 0.0674566 0.0500631
threshold=0.00044738779251929378 0.00017767510871635753 0.00039601318712811922 0.00047558375808876013 0.0021592099219560628 0.0032328735105693345 0.0045489775948226461 0.00066645268816500913 0.0022975050378590827 0.015200819820165636 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 -1 8 -8 -7 -6
right_child=1 -3 3 -5 10 9 7 -9 -10 -11 -12
leaf_value=0.00052207193847635829 -0.0032677064581104658 -1.2241182908953942e-05 -0.0014841586652577384 0.0015779508509356178 -0.00064680065853023609 0.001829584414136626 -0.001161153610027519 -0.0024661487655183454 0.0018897126620865132 -0.00037833958799249134 0.00054962294602006864
leaf_weight=528.16132354736328 42.543851256370544 7819.5871390104294 53.237911820411682 43.247975587844849 388.52765595912933 173.64592897891998 130.96988213062286 58.481271028518677 65.472416639328003 69.854407072067261 186.27006924152374
leaf_count=215 21 3953 40 25 221 56 76 34 26 33 80
internal_value=0 -3.08486e-05 -0.0010774 -0.000111626 0.000153313 0.000384219 0.000131739 -0.00067697 -0.000144328 0.00119618 -0.000259085
internal_weight=0 7958.62 139.03 96.4859 1601.38 1026.59 783.085 254.924 196.442 243.5 574.798
internal_count=4780 4039 86 65 741 440 351 136 102 89 301
is_linear=0
shrinkage=0.06


Tree=896
num_leaves=12
num_cat=0
split_feature=11 137 112 141 129 78 20 4 148 114 62
split_gain=0.0128715 0.062775 0.0752918 0.0527644 0.0494123 0.0735515 0.0398724 0.0403577 0.110667 0.0556566 0.0358585
threshold=0.020658296532928947 0.0018488886416889729 0.00244467705488205 0.016668972559273246 0.00093549740267917525 0.00093549740267917525 0.0014881226234138014 0.0060143163427710542 0.017188700847327713 0.00068727668258361529 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 -2 7 8 9 -7 -6
right_child=1 3 -4 -5 10 6 -8 -9 -10 -11 -12
leaf_value=-2.1498025686669063e-05 0.0010778465113105901 0.00027795573806105024 -0.001665965759888887 0.0033903745312130426 0.00093250799789501332 -0.0048882789034727725 0.00033763160672728703 0.0001867084808169837 0.00055501581694912636 -0.0014105280511679534 -0.00097437990082031986
leaf_weight=8727.8015776872635 94.713052153587341 39.048278450965881 81.409836411476135 39.387816190719604 331.97646462917328 41.682482481002808 61.455012798309326 38.161860823631287 37.118198752403259 27.492849111557007 39.752402782440186
leaf_count=4317 43 25 39 15 192 34 33 14 20 19 29
internal_value=0 0.000225464 5.73621e-05 0.0018409 0.000266026 -0.000305942 -0.000942447 -0.00148702 -0.00208793 -0.00350609 0.000728587
internal_weight=0 832.198 753.762 78.4361 672.352 300.623 205.91 144.455 106.294 69.1753 371.729
internal_count=4780 463 423 40 384 163 120 87 73 53 221
is_linear=0
shrinkage=0.06


Tree=897
num_leaves=12
num_cat=0
split_feature=136 88 67 87 67 107 90 30 22 124 45
split_gain=0.012431 0.054012 0.0898441 0.076282 0.108813 0.0740404 0.0732894 0.0728404 0.066071 0.0866136 0.0461949
threshold=0.0017376682371832433 0.00047558375808876013 0.000490355829242617 0.0034400182776153092 0.00080172589514404546 0.0031340263085439806 0.00040826165059115743 0.00075379351619631063 0.00082683752407319855 0.0018488886416889729 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 5 -5 10 -7 -4 9 -3 -2
right_child=1 2 7 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-2.2628123141179929e-05 0.00097742828414438643 -0.0040590997468960251 0.0016462774902225197 -0.0025806616627766323 0.0012536439133639258 0.0022441997155396363 0.00016834917792349794 -0.00033770845204989777 0.00029573605846749934 -0.00050386963396073644 -0.0014637602186426777
leaf_weight=8617.4085456132889 54.438818335533142 52.011956453323364 100.47824239730835 56.733484625816345 50.239121198654175 184.83677172660828 91.557017087936401 197.69330298900604 50.421414494514465 46.925841689109802 57.255315661430359
leaf_count=4340 17 39 34 36 17 48 37 127 24 28 33
internal_value=0 0.000206872 -0.000270825 0.000638706 -0.0007799 0.00102973 0.00155656 0.000330858 -0.00147199 -0.00237287 -0.000273945
internal_weight=0 942.591 447.531 495.061 106.973 388.088 276.394 298.172 149.359 98.9378 111.694
internal_count=4780 440 252 188 53 135 85 161 91 67 50
is_linear=0
shrinkage=0.06


Tree=898
num_leaves=12
num_cat=0
split_feature=40 11 17 121 107 80 117 76 25 120 145
split_gain=0.0122427 0.0483767 0.0763757 0.0886974 0.0699087 0.103368 0.0652876 0.0844281 0.0641016 0.105873 0.0489536
threshold=0.00060774214216507982 0.004017772153019906 0.0038949446752667431 0.16240125149488452 0.0031340263085439806 0.0014427106943912806 0.0031340263085439806 0.0019071503775194289 0.00017767510871635753 0.00077738583786413084 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 -3 7 -6 -8 -10 -1
right_child=-2 4 -4 -5 6 -7 8 -9 9 -11 -12
leaf_value=0.00072516349406231972 -3.9924351425088763e-05 0.0031967769051476796 -0.0020843074444377471 -0.0024635349790364598 -0.0026500742054616959 0.00043640681507510487 0.0012260581137930251 0.0010382278777317448 -0.0025437481612215159 0.0010735847038338127 -5.7651724625683195e-05
leaf_weight=364.09064650535583 7103.872741818428 78.071508049964905 63.385092496871948 49.717290163040161 59.185395359992981 130.42300224304199 189.0615177154541 35.892243385314941 53.055618524551392 64.585999011993408 1368.6587769985199
leaf_count=112 3770 26 38 20 38 55 72 19 33 15 582
internal_value=0 0.000115473 -3.76382e-05 3.5142e-05 0.000578578 0.00147004 0.000115977 -0.00125772 0.000541823 -0.000557809 0.000106836
internal_weight=0 2456.13 1845.85 1782.47 610.275 208.495 401.781 95.0776 306.703 117.642 1732.75
internal_count=4780 1010 752 714 258 81 177 57 120 48 694
is_linear=0
shrinkage=0.06


Tree=899
num_leaves=12
num_cat=0
split_feature=55 144 14 128 19 113 11 13 23 7 20
split_gain=0.0124188 0.0295821 0.0548762 0.0406439 0.0333559 0.0312683 0.0377815 0.0406842 0.0377382 0.0320308 0.0306101
threshold=0.00037263428384903824 0.0032328735105693345 0.0019672545604407792 0.004017772153019906 0.00096484774257987748 0.0020932231564074759 0.00057154725072905432 0.0051502294372767219 0.0014881226234138014 0.0013986918493174019 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 -4 -5 6 7 -3 -9 -8 -2
right_child=1 5 3 4 -6 -7 9 8 -10 -11 -12
leaf_value=-2.6650012302789237e-05 0.001927889663079296 -0.00017203348206346961 -0.0014150935427759913 -0.00081757921017438541 0.00095891556739724341 0.00075587689537075708 -0.0017198008486540388 0.00040479911732939908 0.0029541927342826885 -0.00031381596303168793 0.00030249425107455811
leaf_weight=8299.5535191297531 120.09352827072144 161.27922856807709 56.915777921676636 54.4638671875 126.24835395812988 149.54150593280792 69.175331592559814 51.490125417709351 35.188119053840637 372.14355170726776 63.906923532485962
leaf_count=3930 50 111 43 41 79 98 53 42 15 283 35
internal_value=0 0.00017548 0.000585469 -1.68674e-05 0.000423508 -3.05992e-05 -0.000201229 0.000391399 0.00143976 -0.0005342 0.00136336
internal_weight=0 1260.45 421.628 237.628 180.712 838.818 689.276 247.957 86.6782 441.319 184
internal_count=4780 850 248 163 120 602 504 168 57 336 85
is_linear=0
shrinkage=0.06


Tree=900
num_leaves=12
num_cat=0
split_feature=37 150 45 77 143 94 83 44 125 97 45
split_gain=0.0123708 0.0338157 0.0643376 0.06896 0.114326 0.0904384 0.0934666 0.117873 0.0778456 0.0840318 0.0741674
threshold=0.0011261500185355546 0.0068083447404205808 0.0014427106943912806 0.00096484774257987748 0.011519505176693203 0.0037758676335215573 0.036783467978239066 0.0060143163427710542 0.0013986918493174019 0.00038414125447161501 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 -4 -9 -10 -6
right_child=-2 -3 3 4 10 -7 -8 8 9 -11 -12
leaf_value=-0.00025996998080753532 9.8644910482858445e-05 -0.0003120986625675507 0.0011213792001159445 -0.00033455251776796523 0.00045368856295911704 0.0014672204984376787 -0.00075406334195475381 0.00015913231375348734 -0.0040469157346055377 0.00016284919915898814 0.0027524029338863534
leaf_weight=1838.1495848894119 3095.0001298189163 1368.0047503709793 511.33748614788055 1385.4506142139435 487.77994298934937 283.40998327732086 249.65516173839569 215.8502424955368 38.004616379737854 30.98842191696167 56.368898034095764
leaf_count=917 1675 626 191 743 254 101 118 87 31 15 22
internal_value=0 -4.72244e-05 2.38663e-05 0.000183964 -4.5116e-05 0.000516508 0.000258875 0.000576498 -0.000401646 -0.00215609 0.000691815
internal_weight=0 6465 5096.99 3258.85 1929.6 1329.25 1045.84 796.181 284.843 68.993 544.149
internal_count=4780 3105 2479 1562 1019 543 442 324 133 46 276
is_linear=0
shrinkage=0.06


Tree=901
num_leaves=12
num_cat=0
split_feature=114 86 124 102 129 21 148 67 141 131 29
split_gain=0.0127464 0.0268175 0.0274565 0.026458 0.0321292 0.0243207 0.0214386 0.0212877 0.0426767 0.0473215 0.0417221
threshold=0.011169348377734424 0.00044738779251929378 0.0053125319536775359 0.00017767510871635753 0.00077738583786413084 0.002945306478068233 0.0005893622583243997 0.0044099434744566688 0.00070876078098081063 0.0045489775948226461 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -3 -5 6 -4 -1 -9 10 -10
right_child=1 3 5 4 -6 -7 -8 8 9 -11 -12
leaf_value=-4.1534439180768127e-05 -0.0014806722129327473 0.0020307811603068847 0.00081130892628877068 0.0019548315943849056 0.00022013473071157399 0.0012109466610486744 -0.00046365503766046691 0.0021830467082357111 -0.00067212511516574476 0.0014033950945366435 0.0012144165292639513
leaf_weight=8331.0888209342957 49.038214683532715 38.344154119491577 60.750888466835022 42.543851256370544 398.22815215587616 53.577449560165405 217.33363771438599 43.769806623458862 185.61604261398315 85.087702512741089 54.621111631393433
leaf_count=3966 40 21 29 21 294 30 167 22 124 42 24
internal_value=0 0.000220382 -0.00015553 0.000519078 0.00038757 4.04006e-05 -0.000185124 -2.17798e-05 0.000424116 0.000187466 -0.000243195
internal_weight=0 859.816 380.7 479.116 440.772 331.662 278.085 8700.18 369.095 325.325 240.237
internal_count=4780 602 266 336 315 226 196 4178 212 190 148
is_linear=0
shrinkage=0.06


Tree=902
num_leaves=12
num_cat=0
split_feature=51 107 107 37 29 104 73 1 99 71 14
split_gain=0.0130068 0.037999 0.0403847 0.0572336 0.0472432 0.0356629 0.0542019 0.0478727 0.0401157 0.0394598 0.0318867
threshold=0.013032016810029747 0.0045489775948226461 0.0079489401541650313 0.00066645268816500913 0.013439828064292671 0.00060774214216507982 0.00060774214216507982 0.0079489401541650313 0.0068083447404205808 0.017724351026117805 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 -2 -7 8 9 10 -8
right_child=1 2 3 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-2.4333783933358948e-05 0.00070748151480105892 0.0013485100267381944 -0.00046503493494209154 -0.0015579855830426884 0.001728512987067359 -0.0015033075492690917 0.0010622902060926078 -0.001317683216279654 0.0015557312770602392 -0.0013608154447955574 -0.00059019470950534992
leaf_weight=8528.907368183136 159.84593105316162 175.23647093772888 64.950585603713989 54.4638671875 77.549677014350891 109.26727211475372 107.15489912033081 78.278850197792053 74.575935244560242 60.593644022941589 69.175331592559814
leaf_count=4213 79 71 29 41 29 72 60 57 30 46 53
internal_value=0 0.000201282 0.000685908 9.64004e-05 0.00072871 -7.24777e-05 -0.000322301 8.77243e-06 0.000342106 -3.99035e-05 0.000414011
internal_weight=0 1031.09 372.201 196.964 142.5 658.892 499.046 389.779 311.5 236.924 176.33
internal_count=4780 567 170 99 58 397 318 246 189 159 113
is_linear=0
shrinkage=0.06


Tree=903
num_leaves=12
num_cat=0
split_feature=135 141 56 52 60 21 70 35 110 99 54
split_gain=0.0127115 0.0354444 0.102339 0.094262 0.120666 0.0536982 0.0703555 0.0497886 0.0593208 0.0563863 0.0495322
threshold=0.0037758676335215573 0.00046126570669002836 0.00050559637020342063 0.00096484774257987748 0.00017767510871635753 0.000490355829242617 0.00073092587990686308 0.0010585968848317864 0.024066280573606495 0.0014881226234138014 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -3 7 -7 9 -9 -8
right_child=1 5 -4 4 -6 6 10 8 -10 -11 -12
leaf_value=-3.5182699313164027e-05 0.00042675254038317448 0.0010902985622925469 0.0021125211188402441 -0.0041771929561498552 -0.00023408076598024308 -7.6157540118556498e-05 -0.00017096413512767658 -0.0014897280161310362 0.00033625308422841771 -0.0048724398624984903 0.00060228143401854731
leaf_weight=7595.7772353887558 80.001587748527527 226.85879194736481 42.361557960510254 57.777146697044373 54.099280595779419 151.42148792743683 500.5362788438797 51.829663157463074 34.483994722366333 26.971018075942993 737.8817892074585
leaf_count=3952 31 72 14 30 27 55 237 32 11 22 297
internal_value=0 0.000136054 -0.000556607 -0.00114588 -0.00227045 0.00022984 9.99754e-05 -0.000787905 -0.00173926 -0.00264752 0.000289756
internal_weight=0 1964.22 234.24 191.878 111.876 1729.98 1503.12 264.706 113.285 78.8007 1238.42
internal_count=4780 828 102 88 57 726 654 120 65 54 534
is_linear=0
shrinkage=0.06


Tree=904
num_leaves=12
num_cat=0
split_feature=116 20 124 99 17 108 73 71 18 106 18
split_gain=0.0127408 0.0385469 0.0377607 0.0334509 0.0366133 0.0276564 0.0327843 0.0234692 0.0216714 0.0199245 0.0564014
threshold=0.01884530205279589 0.00017767510871635753 0.00073092587990686308 0.00060774214216507982 0.0018488886416889729 0.0038949446752667431 0.00017767510871635753 0.017724351026117805 0.0013986918493174019 0.020035739988088611 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 5 3 4 -3 -2 -7 -4 -5 -1 -11
right_child=1 2 7 8 -6 6 -8 -9 -10 10 -12
leaf_value=1.7369985995092728e-05 0.00014467654318296174 -0.0010572208723545373 0.00016772353870208971 -0.0023323367158472655 0.0013367378161275834 0.0027418572023082412 0.00062517367673032935 0.0018063746862422275 -0.00041316152036087602 -8.2898290895475193e-05 -0.001297829163645182
leaf_weight=7835.4494122266769 80.548467636108398 47.629966020584106 146.22822642326355 51.30783212184906 44.473930954933167 49.717290163040161 56.029360294342041 40.091940522193909 36.074536681175232 1013.2820136547089 159.16685557365417
leaf_count=3894 52 32 109 35 26 20 32 19 26 436 99
internal_value=0 0.000279784 -7.79926e-05 -0.000699091 9.87427e-05 0.000982308 0.00162034 0.000520325 -0.00154003 -1.71482e-05 -0.000247832
internal_weight=0 552.102 365.806 179.486 92.1039 186.295 105.747 186.32 87.3824 9007.9 1172.45
internal_count=4780 351 247 119 58 104 52 128 61 4429 535
is_linear=0
shrinkage=0.06


Tree=905
num_leaves=12
num_cat=0
split_feature=93 133 141 117 0 150 150 71 91 40 70
split_gain=0.0124027 0.0353491 0.0353911 0.0431307 0.0495086 0.0340423 0.0605058 0.0685669 0.0410833 0.0428112 0.0427091
threshold=0.030689206905663017 0.01884530205279589 0.00085274505545385193 0.016668972559273246 0.00087947337306104611 0.0019672545604407792 0.00082683752407319855 0.037906534969806678 0.0016331639490090313 0.0056525857653468856 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -4 -8 10 -10 -7
right_child=1 -3 5 -5 -6 8 7 -9 9 -11 -12
leaf_value=-2.7886787308313758e-05 0.0008335242770026735 -0.0010273042257914829 0.00071513575774952631 -0.0012961100454143015 -0.00097021058629707555 0.0018405582946661658 -0.002458732475546383 0.00028429590520873815 -0.00018710665101196732 0.0014268245485963321 0.00048329746549516145
leaf_weight=8195.4016054868698 148.94452834129333 83.67945384979248 146.67491090297699 104.1561084985733 86.65319561958313 161.02178871631622 64.246461272239685 67.037909746170044 251.5351437330246 77.367383718490601 173.2813423871994
leaf_count=4400 29 34 34 37 33 32 25 17 75 22 42
internal_value=0 0.00016748 0.000245533 -0.000279381 0.000170108 0.000435023 -0.00012237 -0.00105806 0.000668635 0.000192537 0.00113704
internal_weight=0 1364.6 1280.92 339.754 235.598 941.165 277.959 131.284 663.206 328.903 334.303
internal_count=4780 380 346 99 62 247 76 42 171 97 74
is_linear=0
shrinkage=0.06


Tree=906
num_leaves=12
num_cat=0
split_feature=44 137 27 65 141 75 79 9 105 113 113
split_gain=0.0125477 0.0576409 0.0778532 0.0898799 0.0798173 0.0794383 0.0646772 0.102185 0.085862 0.111474 0.113087
threshold=0.0038949446752667431 0.00044738779251929378 0.0011980500421486797 0.0051502294372767219 0.00899649551138282 0.0023699469165876512 0.0022975050378590827 0.00073092587990686308 0.00085274505545385193 0.0020932231564074759 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -4 -6 7 8 -2 10 -10
right_child=1 -3 4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=5.9837644984499264e-05 -0.0002262726351355562 0.00020567738113054997 -0.00049518169911788904 0.0017940036260303126 -0.0040847195274502316 -0.00015261826840041914 0.00058893084273901517 0.00049189624204275088 -0.0016367204318467896 -0.00065942665735372013 -0.0058383175310574289
leaf_weight=5438.6969617605209 380.57494616508484 1579.5481489896774 1027.4396468400955 97.5045006275177 45.882179617881775 30.98842191696167 364.66257524490356 339.96117460727692 60.411350727081299 157.0294337272644 37.30049204826355
leaf_count=2768 146 778 588 35 34 15 157 130 39 63 27
internal_value=0 -7.8965e-05 -0.000255853 3.52002e-05 -0.000634708 -0.00249959 -9.2784e-05 -0.000347682 -0.000796944 -0.00164951 -0.00324064
internal_weight=0 4121.3 2541.75 1437.44 1104.31 76.8706 1339.94 975.277 635.316 254.741 97.7118
internal_count=4780 2012 1234 597 637 49 562 405 275 129 66
is_linear=0
shrinkage=0.06


Tree=907
num_leaves=12
num_cat=0
split_feature=110 0 43 107 50 93 46 45 121 1 17
split_gain=0.012404 0.0420784 0.0816527 0.0645665 0.101976 0.142425 0.126703 0.117557 0.0709184 0.0924268 0.0621134
threshold=0.00085274505545385193 0.00017767510871635753 0.024810968898236755 0.0079489401541650313 0.0016846025246195497 0.00040826165059115743 0.00046126570669002836 0.004017772153019906 0.00046126570669002836 0.00017767510871635753 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 8 -6 -10 -4
right_child=-2 2 10 -5 7 -7 -8 -9 9 -11 -12
leaf_value=-0.0014173648096557372 -7.1577962991194635e-05 -6.4787134952819591e-05 0.0017669553122788323 -0.00091160362584199323 0.00047089022216856871 0.0043532537349226129 0.0027371987148496211 0.0024154637264888141 -8.7900696917567538e-06 -0.0035452080526422987 -3.5834048442768036e-05
leaf_weight=51.829663157463074 4559.1901813745499 4141.9729646444321 160.16041994094849 91.921603679656982 144.24804902076721 60.386301875114441 53.916987299919128 67.742034077644348 60.568595170974731 47.447672724723816 120.61535930633545
leaf_count=32 2078 2368 45 51 56 15 20 21 22 25 47
internal_value=0 6.52569e-05 2.33511e-06 0.000546672 0.00082241 0.00202848 0.00070092 0.000196275 -0.000399657 -0.00156221 0.000992515
internal_weight=0 5000.81 4422.75 578.061 486.139 166.133 105.747 320.006 252.264 108.016 280.776
internal_count=4780 2702 2460 242 191 67 52 124 103 47 92
is_linear=0
shrinkage=0.06


Tree=908
num_leaves=12
num_cat=0
split_feature=146 52 8 24 52 149 124 15 125 112 24
split_gain=0.0127277 0.121536 0.066629 0.0718762 0.0679794 0.126154 0.0835884 0.0741615 0.0529222 0.0619235 0.0495843
threshold=0.013439828064292671 0.0070226341485977182 0.0060143163427710542 0.00087947337306104611 0.00096484774257987748 0.0070226341485977182 0.00017767510871635753 0.007706565549597145 0.020035739988088611 0.00017767510871635753 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 -4 -10 -3
right_child=1 10 8 4 5 -7 -8 -9 9 -11 -12
leaf_value=-3.1004415615601393e-05 0.0008851681622920152 0.0012275593838222362 0.00047641878064444079 0.0002368347822347254 -0.0045784273057405218 -0.0048456594528906672 -0.00038160123530975402 -0.00086371211237037037 -0.00013576582699907516 -0.0035769711040164196 -0.00036218481158875533
leaf_weight=7962.9237215518951 85.609533548355103 399.66840100288391 509.82209074497223 112.92008936405182 38.526447415351868 35.552705645561218 194.5372679233551 38.865985155105591 70.036700367927551 25.745062708854675 85.791826844215393
leaf_count=3974 39 165 248 51 28 29 121 18 40 21 46
internal_value=0 0.000154586 -0.000191306 -0.000699488 -0.00102218 -0.00148455 -0.00104511 -0.00271292 0.000233306 -0.00106072 0.000946616
internal_weight=0 1597.08 1111.62 506.012 420.402 307.482 271.93 77.3924 605.604 95.7818 485.46
internal_count=4780 806 595 286 247 196 167 46 309 61 211
is_linear=0
shrinkage=0.06


Tree=909
num_leaves=12
num_cat=0
split_feature=44 140 92 23 38 0 122 109 65 34 135
split_gain=0.0134666 0.0290004 0.0365083 0.0271274 0.0408551 0.0378072 0.0188032 0.0187374 0.0576266 0.0835163 0.0839009
threshold=0.04673989117145539 0.00060774214216507982 0.0041444667149335155 0.0072436286136507997 0.00037263428384903824 0.007706565549597145 0.0005375427135732026 0.0051502294372767219 0.00087947337306104611 0.0068083447404205808 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 6 -5 -3 -1 9 10 -9
right_child=1 2 -4 5 -6 -7 -8 8 -10 -11 -12
leaf_value=7.5818928862295969e-05 0.0016580549654196092 -0.0019422913360942276 -0.0014013105061263169 0.0011481028120829992 0.00092569753521503707 -0.00049622835501351959 -0.00024033518727322608 -0.00081650743581955932 0.0001931693782807977 2.594036892747348e-05 0.00035444868364899434
leaf_weight=4201.7441914081573 50.943245530128479 46.221717357635498 48.855921387672424 188.87922441959381 59.864470839500427 68.628451704978943 47.265379428863525 1139.4482697248459 1631.3778121471405 1803.6906390190125 273.08050930500031
leaf_count=2129 21 24 33 65 18 32 18 604 810 930 96
internal_value=0 0.000299775 0.000149257 0.000333638 -0.000298133 0.000709872 -0.00108181 -1.69164e-05 -9.72965e-05 -0.000244631 -0.00059013
internal_weight=0 510.658 459.715 410.859 153.352 257.508 93.4871 9049.34 4847.6 3216.22 1412.53
internal_count=4780 211 190 157 60 97 42 4569 2440 1630 700
is_linear=0
shrinkage=0.06


Tree=910
num_leaves=12
num_cat=0
split_feature=109 22 122 21 61 95 77 61 17 47 103
split_gain=0.0123338 0.0449569 0.0243741 0.0238601 0.0478937 0.065559 0.056769 0.0417241 0.0248877 0.0195057 0.0792843
threshold=0.037906534969806678 0.00077738583786413084 0.00044738779251929378 0.0079489401541650313 0.0019071503775194289 0.0027679565828293566 0.0030382014811038975 0.0030382014811038975 0.000490355829242617 0.040252277627587325 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 4 5 6 -2 -6 -9 -1 -11
right_child=1 2 -4 -5 7 -7 -8 8 -10 10 -12
leaf_value=1.1101125713225114e-05 -0.0033772938439322144 -0.0021265073506117429 -2.9529164632905519e-05 0.0012276058215871279 0.0025882262036120911 0.001330876180515813 0.00022913854443861947 -0.00094018834176847442 0.0011941255101674585 -0.00014760226553528396 -0.002683254693689463
leaf_weight=8386.7967410087585 38.004616379737854 36.074536681175232 44.656224250793457 135.66636145114899 40.613771557807922 35.188119053840637 26.788724780082703 36.074536681175232 43.247975587844849 689.44055211544037 47.447672724723816
leaf_count=4193 31 26 33 49 16 15 15 26 25 326 25
internal_value=0 0.000311643 -0.000966564 0.000601843 0.000215812 -0.000753974 -0.00188622 0.00102425 0.000223476 -1.49034e-05 -0.000310871
internal_weight=0 436.315 80.7308 355.584 219.918 99.9815 64.7933 119.936 79.3225 9123.68 736.888
internal_count=4780 236 59 177 128 61 46 67 51 4544 351
is_linear=0
shrinkage=0.06


Tree=911
num_leaves=12
num_cat=0
split_feature=104 104 118 150 23 122 59 107 91 33 73
split_gain=0.0122677 0.0625126 0.0637996 0.061395 0.0679709 0.0488976 0.0622087 0.0804371 0.0692445 0.0712098 0.0554145
threshold=0.015200819820165636 0.01884530205279589 0.00064626874518580746 0.0068083447404205808 0.017724351026117805 0.0017376682371832433 0.00080172589514404546 0.020035739988088611 0.0028552538715302949 0.0046923852059990176 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 6 10 8 9 -8 -3
right_child=1 2 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-2.8472161604306449e-05 0.00086174746915043308 -0.0027610097370607965 0.000232057742139339 -0.00030648828589251078 0.0024355793987861714 0.0011833522418010201 -0.00051137736038938298 0.00079194243847105928 0.00076880502872441999 -0.0027432405948484059 -0.00060602920135368341
leaf_weight=8132.8347353935242 347.83873784542084 73.714566469192505 105.7466504573822 154.57752299308777 96.278545260429382 64.950585603713989 138.84744536876678 185.20135831832886 75.280059576034546 81.774423003196716 102.95520198345184
leaf_count=4140 133 43 52 61 34 29 79 62 34 53 60
internal_value=0 0.000162251 -6.31781e-05 0.000593538 0.00128218 -0.000387212 -0.000542294 -0.000188703 -0.000802478 -0.00133863 -0.00150518
internal_weight=0 1427.17 1079.33 356.603 202.025 722.724 657.773 481.103 295.902 220.622 176.67
internal_count=4780 640 507 147 86 360 331 228 166 132 103
is_linear=0
shrinkage=0.06


Tree=912
num_leaves=12
num_cat=0
split_feature=95 127 121 113 125 121 95 71 147 47 149
split_gain=0.0118884 0.0497012 0.0571044 0.0428323 0.0733003 0.041061 0.0398144 0.0645232 0.11083 0.109611 0.088928
threshold=0.0072436286136507997 0.0036604277556762104 0.0018488886416889729 0.0060143163427710542 0.00062670491752214741 0.029773407615721229 0.0049928687512874612 0.037906534969806678 0.0013146653072908523 0.0036604277556762104 0.016164712607860569
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 5 -5 -2 -1 8 -8 -9 -10
right_child=1 2 -4 4 -6 -7 7 9 10 -11 -12
leaf_value=3.6805136073813466e-06 5.26048834240464e-05 -0.0016461375478366662 0.00045156238824335443 -0.00081049101560708376 0.0018019418351111749 0.0015943613077168078 -0.0018058175788913963 -0.00034467349082158876 3.950767304443295e-05 -0.0044290834937048022 0.00329904778271014
leaf_weight=7569.127657532692 1077.9932569265366 109.6318587064743 81.409836411476135 52.873325228691101 143.88346242904663 65.994247674942017 107.85902345180511 61.272719502449036 216.42217123508453 38.526447415351868 35.005825757980347
leaf_count=3735 571 86 39 26 42 23 64 26 132 28 8
internal_value=0 0.000153178 -0.000752231 0.000282189 0.00109992 0.000141546 -2.92263e-05 -0.000571774 -0.000196883 -0.00192142 0.000493327
internal_weight=0 1531.79 191.042 1340.74 196.757 1143.99 8028.21 459.086 359.287 99.7992 251.428
internal_count=4780 787 125 662 68 594 3993 258 204 54 140
is_linear=0
shrinkage=0.06


Tree=913
num_leaves=12
num_cat=0
split_feature=51 61 51 126 31 72 108 65 145 75 149
split_gain=0.0123676 0.0348858 0.0697515 0.0474469 0.0333254 0.086045 0.0482532 0.0528492 0.0841112 0.0461365 0.0441025
threshold=0.013032016810029747 0.0062037324532866487 0.016164712607860569 0.0011980500421486797 0.0012357163941487672 0.001792412775103003 0.0005375427135732026 0.00017767510871635753 0.00066645268816500913 0.00093549740267917525 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 -2 8 -8 -7 -11
right_child=1 2 3 -5 -6 9 7 -9 -10 10 -12
leaf_value=-2.3728305319086383e-05 0.00063612340891513683 0.0023519586689009623 -0.00095727483331405202 0.0013013819403733594 0.00053489306921614393 0.0012975210815903088 -0.00068611330157746626 -0.00047162539969648829 -0.0045579227314824578 0.00048241256579157422 -0.0011586249172329955
leaf_weight=8528.907368183136 35.188119053840637 75.097766280174255 73.557322025299072 61.455012798309326 291.51993751525879 109.58176100254059 36.414074420928955 58.481271028518677 45.360348582267761 145.15951550006866 99.27733588218689
leaf_count=4213 15 27 60 33 159 38 16 34 37 91 57
internal_value=0 0.000196274 0.000886148 7.08222e-05 1.97176e-05 -0.000263936 -0.00135046 -0.00184887 -0.00283381 0.000274523 -0.00018409
internal_weight=0 1031.09 210.11 135.012 820.982 529.462 175.444 140.256 81.7744 354.019 244.437
internal_count=4780 567 120 93 447 288 102 87 53 186 148
is_linear=0
shrinkage=0.06


Tree=914
num_leaves=12
num_cat=0
split_feature=144 39 145 3 60 71 106 39 113 100 108
split_gain=0.0118809 0.0398135 0.0772799 0.0704942 0.055333 0.0637777 0.0411122 0.0392825 0.0396299 0.0459871 0.0388726
threshold=0.0038949446752667431 0.00064626874518580746 0.033603202551603324 0.0032328735105693345 0.00039601318712811922 0.0048403022810816774 0.00017767510871635753 0.0012745757703669371 0.0023699469165876512 0.0018488886416889729 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 10 -9 -10 -3
right_child=1 7 -4 6 -6 -7 -8 8 9 -11 -12
leaf_value=-3.2072477749682026e-05 0.0020819633600498541 -0.00049151960477074818 -0.0020215425311774205 0.0012233643211544982 0.0028007638355086227 -0.00070891178383532618 -0.0006879059285299175 -9.4033671854366926e-05 0.002234868617097362 0.00034532542492557412 -0.0030600415668195799
leaf_weight=7772.8825421333313 64.768292307853699 157.26182472705841 35.552705645561218 64.089216828346252 87.357319951057434 54.099280595779419 110.15368974208832 885.01453077793121 57.073022365570068 247.22829985618591 24.519107341766357
leaf_count=3634 22 118 29 42 37 27 83 602 26 140 20
internal_value=0 0.000139496 0.000653618 0.000903598 0.00165431 0.000811774 1.50886e-05 -1.64999e-05 0.000109057 0.000699717 -0.000837969
internal_weight=0 1787.12 416.021 380.468 206.225 118.868 174.243 1371.1 1189.32 304.301 181.781
internal_count=4780 1146 240 211 86 49 125 906 768 166 138
is_linear=0
shrinkage=0.06


Tree=915
num_leaves=12
num_cat=0
split_feature=90 44 11 139 46 65 141 73 29 29 133
split_gain=0.0116516 0.0310598 0.0312925 0.0338799 0.0252449 0.0248308 0.0323899 0.0165783 0.0406209 0.0658511 0.044108
threshold=0.0016331639490090313 0.00044738779251929378 0.0062037324532866487 0.00017767510871635753 0.0016846025246195497 0.0026012937305495147 0.0010263677686452868 0.007706565549597145 0.011519505176693203 0.018276390619575981 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 5 -4 6 -3 -1 -9 10 -10
right_child=1 2 4 -5 -6 -7 -8 8 9 -11 -12
leaf_value=-5.1291777280743046e-05 -0.0010810303700411552 0.0019157051565278844 0.00062573635916587662 -0.00075830423658496821 -0.0015849439538110869 0.0022689801779422298 7.9761162197879501e-06 4.5938562124609575e-05 0.00064259513754505026 -0.00033634208289729211 0.0029033688887612607
leaf_weight=7504.1339255571365 47.812259316444397 53.916987299919128 36.414074420928955 36.596367716789246 38.004616379737854 58.116684436798096 78.9579256772995 1495.0755215883255 59.707226395606995 86.495951175689697 64.768292307853699
leaf_count=3497 39 20 16 23 31 20 37 990 35 50 22
internal_value=0 0.000339882 0.000564834 0.000914078 -0.000503228 0.00123453 0.00078208 -1.29093e-05 0.000155918 0.0009353 0.00181894
internal_weight=0 349.819 302.007 227.588 74.4187 190.992 132.875 9210.18 1706.05 210.971 124.476
internal_count=4780 186 147 100 47 77 57 4594 1097 107 57
is_linear=0
shrinkage=0.06


Tree=916
num_leaves=12
num_cat=0
split_feature=104 61 110 96 93 93 32 108 34 70 136
split_gain=0.0123654 0.03642 0.0541992 0.0202716 0.0146107 0.0446604 0.111062 0.0939421 0.112418 0.129757 0.191106
threshold=0.066585760563611998 0.00087947337306104611 0.00017767510871635753 0.0012357163941487672 0.030689206905663017 0.0048403022810816774 0.00043393640953581786 0.013032016810029747 0.00017767510871635753 0.00082683752407319855 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 -1 7 8 -7 10 -10
right_child=1 2 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=3.9001652524264597e-05 -0.0010373372132479032 0.0020133314104177403 -0.00072665038619280638 0.00072752144621453729 0.0001717795065968066 0.0012142342117451479 -1.9566001946425194e-05 0.00038121823979669016 -0.0043009354684590507 -0.00084368474596164492 0.00084091536356559009
leaf_weight=5988.8545302152634 51.12553882598877 77.549677014350891 66.176540970802307 72.124024510383606 1339.2177506685257 48.309041500091553 1443.5992988348007 126.56284284591675 119.59674608707428 193.62580144405365 33.258039355278015
leaf_count=3436 28 29 30 28 373 12 626 45 77 86 10
internal_value=0 0.000402596 0.000743653 3.17032e-05 -1.1566e-05 -4.24367e-05 -0.000290648 -0.00104126 -0.00149728 -0.00187534 -0.00318218
internal_weight=0 266.976 215.85 138.301 9293.02 7953.81 1964.95 521.352 394.79 346.481 152.855
internal_count=4780 115 87 58 4665 4292 856 230 185 173 87
is_linear=0
shrinkage=0.06


Tree=917
num_leaves=12
num_cat=0
split_feature=44 143 59 124 88 28 132 65 121 71 135
split_gain=0.0122546 0.0423144 0.0916204 0.049649 0.0802005 0.0718222 0.0600773 0.0472039 0.0784583 0.0960023 0.0788849
threshold=0.0038949446752667431 0.016668972559273246 0.0098710241727530974 0.0015349716995842757 0.00093549740267917525 0.00039601318712811922 0.0011615398107096555 0.00017767510871635753 0.007706565549597145 0.15819545835256579 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -4 5 -5 -7 8 10 -10 -1
right_child=-2 2 3 4 -6 6 -8 -9 9 -11 -12
leaf_value=-6.0301254345466622e-05 -7.8037197262128546e-05 0.0022327577059342023 -0.00036826831750530893 0.0034602683196320989 -5.0871943889317985e-05 -0.00059043706548026441 0.0026079054687084685 -0.00021220490757045414 0.0013352930263025404 -0.0009598245069772246 0.001737218154805811
leaf_weight=2016.9317263364792 4121.3028705120087 94.008927822113037 281.71229457855225 56.368898034095764 208.90919458866119 51.829663157463074 35.709950089454651 2169.8366094827652 350.78743076324463 80.705712080001831 91.896554827690125
leaf_count=1032 2012 39 151 22 143 32 12 1167 108 35 27
internal_value=0 5.91346e-05 0.000484673 0.000225685 0.000699936 0.00178987 0.00071426 -6.68522e-06 0.000168861 0.000906018 1.80294e-05
internal_weight=0 5438.7 728.539 634.53 352.818 143.909 87.5396 4710.16 2540.32 431.493 2108.83
internal_count=4780 2768 399 360 209 66 44 2369 1202 143 1059
is_linear=0
shrinkage=0.06


Tree=918
num_leaves=12
num_cat=0
split_feature=23 18 45 57 34 73 0 5 82 52 142
split_gain=0.0122973 0.0494088 0.0441748 0.0509449 0.0413559 0.0846687 0.106937 0.145584 0.0714575 0.0738596 0.081132
threshold=0.0056525857653468856 0.13848232477903369 0.011880517937242987 0.00050559637020342063 0.0012745757703669371 0.00050559637020342063 0.00017767510871635753 0.0053125319536775359 0.0020292587578296666 0.0070226341485977182 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -4 5 6 -2 8 9 10 -8
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00016070220233500103 -0.00011288178223815257 -0.0019505035926847497 -0.00089117013901755782 0.001561933816338533 3.7925303921556914e-05 8.8795701172431253e-05 -0.0014919212640395712 0.0011532363795700223 -0.0050553259907128844 -0.00071912703648050196 -0.0054754949080492036
leaf_weight=3050.318856716156 249.78735733032227 48.855921387672424 262.27930200099945 34.483994722366333 5054.6584429740906 632.18523645401001 38.161860823631287 44.81346869468689 36.074536681175232 72.82814884185791 35.552705645561218
leaf_count=1618 77 33 142 11 2489 293 14 16 26 32 29
internal_value=0 -4.99474e-05 9.27133e-05 -0.000606119 -3.48837e-05 -0.000366616 -0.000969914 -0.00191119 -0.00266319 -0.00207432 -0.00341321
internal_weight=0 6212.92 3347.08 296.763 6164.06 1109.4 477.218 227.431 182.617 146.543 73.7146
internal_count=4780 3009 1771 153 2976 487 194 117 101 75 43
is_linear=0
shrinkage=0.06


Tree=919
num_leaves=12
num_cat=0
split_feature=29 86 27 81 93 117 128 47 5 110 43
split_gain=0.0120528 0.0750007 0.0892285 0.130798 0.0957935 0.0667402 0.0716787 0.139693 0.0654732 0.115525 0.0881792
threshold=0.027182282879948619 0.0015833032084628942 0.00017767510871635753 0.0018488886416889729 0.0011261500185355546 0.0015833032084628942 0.0022272822679951791 0.029773407615721229 0.0019672545604407792 0.00017767510871635753 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 8 -8 9 10 -7
right_child=1 -3 5 4 -6 6 7 -9 -10 -11 -12
leaf_value=-2.5333541006545538e-05 0.00027465628149111424 -0.0022834718259299065 0.0023815431897910625 -0.00022691699532583726 -0.0041522821664592658 -0.00044408335621700366 -0.0033602336553947604 0.0016722162425207429 0.0013383536310312312 0.00056781349819556479 -0.0048792217349617082
leaf_weight=8375.655995965004 175.23647093772888 42.908437848091125 67.220203042030334 38.344154119491577 53.759742856025696 43.247975587844849 47.812259316444397 33.962163686752319 272.55867826938629 383.54868793487549 25.745062708854675
leaf_count=4249 71 35 24 21 37 25 39 14 99 145 21
internal_value=0 0.000179158 0.000271733 -0.000687501 -0.0025181 0.000565112 0.000413787 -0.00127018 0.000603699 0.000161228 -0.00209908
internal_weight=0 1184.34 1141.44 267.34 92.1039 874.095 806.875 81.7744 725.1 452.542 68.993
internal_count=4780 531 496 129 58 367 343 53 290 191 46
is_linear=0
shrinkage=0.06


Tree=920
num_leaves=12
num_cat=0
split_feature=93 100 11 37 93 61 12 108 140 12 32
split_gain=0.0123675 0.0683549 0.0466626 0.0568606 0.0686433 0.0875955 0.0551461 0.0572406 0.0640646 0.0879745 0.080598
threshold=0.000490355829242617 0.060991313308477409 0.00747153488919139 0.0016331639490090313 0.00040826165059115743 0.0010263677686452868 0.019431582652032379 0.021960759535431865 0.00017767510871635753 0.00040826165059115743 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 8 9 -1 -10
right_child=-2 -3 -4 -5 5 -7 -8 -9 10 -11 -12
leaf_value=-0.0042022186270318602 -4.5393918231713481e-05 0.0027997770784955098 0.00061248850329057437 0.0004338468628919313 0.0024931367667753155 -0.00042355444507241938 0.00046018815377700463 -0.0016644301715356483 0.00034562132256381903 -0.00070430635321620414 -0.00070054958119464381
leaf_weight=34.3267502784729 6627.5939356088638 33.440332651138306 479.09110867977142 671.15141701698303 73.349979877471924 74.940521836280823 265.12084817886353 133.78637945652008 510.89080166816711 105.24986827373505 551.0578887462616
leaf_count=28 2967 17 312 407 29 44 182 92 266 79 357
internal_value=0 0.000102596 7.14831e-05 -3.56262e-05 -0.000215808 0.00101915 -0.000330234 -0.00048717 -0.000356085 -0.00156456 -0.000197249
internal_weight=0 2932.41 2898.97 2419.87 1748.72 148.291 1600.43 1335.31 1201.53 139.577 1061.95
internal_count=4780 1813 1796 1484 1077 73 1004 822 730 107 623
is_linear=0
shrinkage=0.06


Tree=921
num_leaves=12
num_cat=0
split_feature=23 133 145 116 30 63 23 149 94 75 14
split_gain=0.0114493 0.0510971 0.0739134 0.0617439 0.0544896 0.0772972 0.0719273 0.0752001 0.050016 0.0405113 0.0417399
threshold=0.0056525857653468856 0.0079489401541650313 0.0045489775948226461 0.0056525857653468856 0.0012745757703669371 0.00244467705488205 0.0049928687512874612 0.070576477795839324 0.0014427106943912806 0.0072436286136507997 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 8 -7 10 -10
right_child=-2 2 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-6.9168026902135493e-05 -4.8194374874368987e-05 0.0016209122443673176 -0.0027061542220233451 0.00080385222700851656 -0.00011892999660894691 -0.0011010275187350929 0.0021623406480877749 -0.0025031650487167324 0.00033063566801915569 -0.00099186880698769056 0.0021347605038252132
leaf_weight=2295.9026701450348 6212.9176788330078 285.67960071563721 47.108134984970093 29.240635514259338 286.30162715911865 70.036700367927551 64.768292307853699 38.865985155105591 108.19856119155884 40.45652711391449 80.523418784141541
leaf_count=1239 3009 96 35 17 189 40 22 18 54 33 28
internal_value=0 8.94593e-05 0.000435921 -0.00136187 0.000576723 0.000865987 0.000330634 -2.02773e-05 0.000302233 0.000731067 0.00110042
internal_weight=0 3347.08 1051.18 76.3488 974.831 688.529 402.849 338.081 299.215 229.179 188.722
internal_count=4780 1771 532 52 480 291 195 173 155 115 82
is_linear=0
shrinkage=0.06


Tree=922
num_leaves=12
num_cat=0
split_feature=18 63 149 138 102 29 67 112 51 137 73
split_gain=0.0117653 0.0426088 0.0646185 0.0540564 0.0423611 0.0520925 0.0414469 0.0373595 0.0294955 0.0290586 0.0348788
threshold=0.0081988852471113222 0.0013146653072908523 0.0058306583669036635 0.00082683752407319855 0.0016846025246195497 0.0041444667149335155 0.00017767510871635753 0.0016846025246195497 0.0015833032084628942 0.00017767510871635753 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 -3 -6 -5 -7 10 -2
right_child=1 3 -4 7 6 8 -8 -9 -10 -11 -12
leaf_value=-1.8369325827126577e-05 -0.0019554001555069232 -7.6560845491388679e-05 -0.002831690175580783 0.00020316015031405602 -0.0011677707792052767 0.0033957028558253685 0.0012765313389072983 -0.001877112578392297 0.001495165734928501 0.0010036676311705917 0.00037591056692593482
leaf_weight=8883.4227627515793 41.682482481002808 42.204313516616821 35.370412349700928 186.32016694545746 45.882179617881775 54.960649371147156 54.803404927253723 37.30049204826355 63.202799201011658 63.020505905151367 51.829663157463074
leaf_count=4372 34 31 22 128 34 14 31 27 31 24 32
internal_value=0 0.000241188 -0.000515516 0.0005408 0.00112726 0.00173288 0.000162669 -0.000143835 0.00237915 7.85157e-06 -0.000663257
internal_weight=0 676.577 191.903 484.674 261.053 160.368 100.686 223.621 118.163 156.533 93.5121
internal_count=4780 408 112 296 141 76 65 155 45 90 66
is_linear=0
shrinkage=0.06


Tree=923
num_leaves=12
num_cat=0
split_feature=31 110 71 92 71 35 20 83 43 137 121
split_gain=0.0112414 0.0468927 0.0505457 0.050244 0.0550446 0.0623408 0.0794604 0.0494204 0.0472387 0.0618705 0.056046
threshold=0.0019672545604407792 0.015675474889576439 0.10522961243987085 0.0072436286136507997 0.02129978779703379 0.0010585968848317864 0.00062670491752214741 0.0081988852471113222 0.0022975050378590827 0.00040826165059115743 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -3 -5 -10 -11
right_child=1 7 -4 8 5 6 -8 -9 9 10 -12
leaf_value=-3.3625185246973452e-05 0.00055645244793797928 0.00033952701708581936 0.0013255173626879873 -3.3863643327328757e-05 0.00075118761125897188 -0.0033424676687356775 -0.00034072437321217415 -0.0021154830108725035 0.00023054624101735154 -0.00097852768076766607 -0.0040794538269130895
leaf_weight=7544.822843670845 919.44842779636383 53.055618524551392 133.21445071697235 443.19886529445648 98.026331663131714 43.952099919319153 114.32833802700043 66.541127562522888 57.777146697044373 48.855921387672424 36.778661012649536
leaf_count=3585 565 33 47 293 32 29 59 44 30 33 30
internal_value=0 0.000125893 0.000198593 0.000113411 0.000339699 -0.000437861 -0.00117426 -0.00102639 -0.000340143 -0.00128667 -0.00231033
internal_weight=0 2015.18 1895.58 1762.37 1175.76 256.307 158.28 119.597 586.611 143.412 85.6346
internal_count=4780 1195 1118 1071 685 120 88 77 386 93 63
is_linear=0
shrinkage=0.06


Tree=924
num_leaves=12
num_cat=0
split_feature=91 68 140 68 136 116 52 34 61 5 101
split_gain=0.011752 0.040569 0.0376625 0.0274957 0.0191675 0.0162393 0.0335605 0.0351104 0.031566 0.0461274 0.0410074
threshold=0.020035739988088611 0.0051502294372767219 0.00244467705488205 0.0017376682371832433 0.013032016810029747 0.01884530205279589 0.020658296532928947 0.017724351026117805 0.012636432424187662 0.0014881226234138014 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 8 7 -7 -1 -10 -11
right_child=1 -3 3 -5 -6 6 -8 -9 9 10 -12
leaf_value=-1.0396610508697072e-05 0.00093779932567259806 0.0017281097362934223 9.346675965972895e-05 -0.0023922252748796186 0.00096984106914549297 -0.00050905943956472801 0.0017433427174854269 0.00058236475376559403 -0.00099682851129489201 0.0015379034874058637 -0.00054166929684241192
leaf_weight=8393.1909090280533 59.00310206413269 61.794550538063049 31.692546248435974 32.396670579910278 71.419900178909302 176.69481730461121 53.055618524551392 265.61763036251068 275.42527329921722 59.342639803886414 80.366174340248108
leaf_count=4116 31 23 19 23 24 127 33 155 163 21 45
internal_value=0 0.000473711 -0.00015602 -0.00116303 -9.34206e-06 -1.68588e-05 0.000317405 0.000146363 -3.56573e-05 -0.000546379 0.000341649
internal_weight=0 184.887 123.092 64.0892 9375.11 9303.69 495.368 442.312 8808.32 415.134 139.709
internal_count=4780 96 73 42 4684 4660 315 282 4345 229 66
is_linear=0
shrinkage=0.06


Tree=925
num_leaves=12
num_cat=0
split_feature=93 93 32 108 75 35 80 46 42 50 24
split_gain=0.0118627 0.043011 0.0917927 0.0925479 0.0845627 0.163775 0.081749 0.195553 0.0725781 0.0930673 0.0915887
threshold=0.021960759535431865 0.0048403022810816774 0.00043393640953581786 0.013032016810029747 0.0032328735105693345 0.0012357163941487672 0.0032328735105693345 0.0028552538715302949 0.0079489401541650313 0.0028552538715302949 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 10 -10 -4
right_child=-2 2 8 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=4.3442605725062707e-05 0.00014519919950833142 -0.0058454355101770702 0.00073528808249453015 0.00046733203050123093 0.00057569458308081689 -0.0051872240727880914 -0.00042357222464590338 -0.00030788859771840627 -0.0014744338676548278 0.0010638269221696041 -0.00068147904654196042
leaf_weight=6160.2558906078339 1671.4586064815521 40.274233818054199 218.11985993385315 113.25962710380554 58.298977732658386 46.586303949356079 147.92591512203217 53.395156264305115 61.97684383392334 323.13733720779419 665.31108021736145
leaf_count=3521 483 26 82 41 27 38 59 23 30 106 344
internal_value=0 -3.07654e-05 -0.000295271 -0.00102162 -0.00150833 -0.00192993 -0.00130184 -0.00268882 -3.20313e-05 0.000655342 -0.000331678
internal_weight=0 7888.54 1728.29 459.74 346.481 288.182 241.595 93.6694 1268.55 385.114 883.431
internal_count=4780 4297 776 214 173 146 108 49 562 136 426
is_linear=0
shrinkage=0.06


Tree=926
num_leaves=12
num_cat=0
split_feature=104 8 131 107 77 95 59 45 77 118 73
split_gain=0.0112683 0.0688705 0.036061 0.0298904 0.0417872 0.041552 0.0297636 0.0245299 0.0165578 0.0525882 0.0622726
threshold=0.066585760563611998 0.00017767510871635753 0.00017767510871635753 0.048151826485991485 0.0015349716995842757 0.00087947337306104611 0.0019672545604407792 0.041476719081401832 0.00096484774257987748 0.00075379351619631063 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 8 5 -5 -7 -4 9 10 -1
right_child=1 2 7 4 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00018495832803231487 0.0020255530564873645 -0.0013892137272719404 0.0010028779932361104 -0.0020778177067584461 0.001122812477681562 -0.0011083485694195201 0.00091210424302200482 -0.00064206438759376885 -5.717852966710623e-05 0.00058309762376295847 -0.00043232018914551683
leaf_weight=1894.4753365516663 68.446158409118652 61.455012798309326 83.49716055393219 81.409836411476135 38.161860823631287 64.428754568099976 44.291637659072876 53.577449560165405 5638.363490819931 678.51410055160522 853.37903356552124
leaf_count=730 25 33 27 39 14 32 19 30 3109 252 470
internal_value=0 0.000384321 -0.000181519 -1.1041e-05 -0.000689105 -0.00105278 -0.000285236 0.00035993 6.03577e-06 0.00011006 -6.7449e-06
internal_weight=0 266.976 198.53 9293.02 228.292 190.13 108.72 137.075 9064.73 3426.37 2747.85
internal_count=4780 115 90 4665 104 90 51 57 4561 1452 1200
is_linear=0
shrinkage=0.06


Tree=927
num_leaves=12
num_cat=0
split_feature=88 12 123 98 85 88 99 45 138 112 102
split_gain=0.0119348 0.0334276 0.0518739 0.047833 0.044857 0.0492207 0.0455586 0.0697159 0.0450758 0.0307557 0.062573
threshold=0.0041444667149335155 0.00075379351619631063 0.00017767510871635753 0.0019672545604407792 0.0012357163941487672 0.011519505176693203 0.00085274505545385193 0.0019672545604407792 0.00082683752407319855 0.0016846025246195497 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 6 8 -3 -8 -6 -4 -11
right_child=1 2 9 -5 5 -7 7 -9 -10 10 -12
leaf_value=-3.4197011206312203e-05 -0.0021350904263180794 -0.00097133082507678702 0.00011555738901843565 0.00038615811686103024 0.0033374421994691334 0.00029012559603774186 0.0022505447753452703 -0.00029551279803757287 0.0011269335389998967 -0.0028864747278997366 -0.00015030213815133903
leaf_weight=7586.0655930042267 54.985698223114014 83.704502701759338 1207.3906946182251 53.395156264305115 57.594853401184082 96.30359411239624 65.994247674942017 93.669390082359314 78.436094641685486 38.004616379737854 144.45539116859436
leaf_count=3533 38 58 817 23 23 58 23 49 40 31 87
internal_value=0 0.000131423 0.000190936 -0.000892966 0.000731738 0.00132805 0.000162461 0.000756857 0.00206285 5.83631e-06 -0.00072022
internal_weight=0 1973.93 1865.55 108.381 475.703 232.335 243.368 159.664 136.031 1389.85 182.46
internal_count=4780 1247 1186 61 251 121 130 72 63 935 118
is_linear=0
shrinkage=0.06


Tree=928
num_leaves=12
num_cat=0
split_feature=32 66 19 93 125 75 104 75 129 21 98
split_gain=0.0127875 0.0466218 0.0664667 0.074827 0.0554739 0.0642931 0.048205 0.0787782 0.0972672 0.0975509 0.150219
threshold=0.00087947337306104611 0.00087947337306104611 0.00017767510871635753 0.010829726699739696 0.0015833032084628942 0.0023699469165876512 0.0033348383149132137 0.00017767510871635753 0.000490355829242617 0.0042751494329422721 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 -4 -6 -1 -8 9 10 -9
right_child=-2 2 3 -5 5 -7 7 8 -10 -11 -12
leaf_value=0.000183038917046784 -7.6317425100959853e-05 -0.0010986440684338517 0.00075740762310210668 -0.00060522020110001409 0.0037984167412070387 0.00094384407145151387 0.00022653558884704956 -0.0011241265938652907 -7.220406020835828e-05 -0.00011301682655530383 -0.0043375116947712419
leaf_weight=2503.3354208469391 4326.7095409631729 71.966780066490173 246.34188222885132 98.208624958992004 56.368898034095764 57.255315661430359 907.48526549339294 253.3580766916275 767.24766898155212 205.70306181907654 66.019296526908875
leaf_count=1141 2320 45 129 39 22 33 336 145 434 89 47
internal_value=0 6.30967e-05 0.000596501 0.000862763 0.00126327 0.00236 2.97103e-06 -0.000201942 -0.000502823 -0.00113204 -0.00178837
internal_weight=0 5233.29 530.142 458.175 359.966 113.624 4703.15 2199.81 1292.33 525.08 319.377
internal_count=4780 2460 268 223 184 55 2192 1051 715 281 192
is_linear=0
shrinkage=0.06


Tree=929
num_leaves=12
num_cat=0
split_feature=90 137 91 66 12 106 35 65 45 127 78
split_gain=0.0118472 0.0220201 0.0309171 0.0228805 0.0216044 0.0152066 0.0147395 0.0431285 0.0561401 0.0668366 0.0536689
threshold=0.0016331639490090313 0.00044738779251929378 0.00099512818269431613 0.0020932231564074759 0.00050559637020342063 0.011519505176693203 0.0048403022810816774 0.0026012937305495147 0.0019672545604407792 0.0025217677466571335 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 -6 -1 -8 -9 10 -10
right_child=1 3 -4 -5 5 -7 7 8 9 -11 -12
leaf_value=-6.2186433100588166e-05 -0.00018682373467418219 -0.0014639362584482902 0.0017581208210651143 0.0012153174450546507 -0.00039990668999315566 0.00091694430082970093 0.00022641639243108801 -0.0011254466914188432 0.0014291464939169146 -0.0020969333621611778 -0.00020464098528386518
leaf_weight=6487.7209256887436 48.673628091812134 43.952099919319153 74.393641948699951 44.291637659072876 89.834279537200928 48.673628091812134 2157.0802736282349 215.03897142410278 116.9374932050705 43.430268883705139 189.97298419475555
leaf_count=3079 26 29 23 19 63 26 1184 148 44 32 107
internal_value=0 0.000342722 0.000988887 -7.97788e-06 -0.000304929 6.28533e-05 -1.30172e-05 0.000104155 -0.000362306 0.000106109 0.000417857
internal_weight=0 349.819 123.067 226.752 182.46 138.508 9210.18 2722.46 565.38 350.341 306.91
internal_count=4780 186 49 137 118 89 4594 1515 331 183 151
is_linear=0
shrinkage=0.06


Tree=930
num_leaves=12
num_cat=0
split_feature=4 92 43 91 59 144 106 52 92 32 24
split_gain=0.0110148 0.0247676 0.0178294 0.0193978 0.0279725 0.0161473 0.0472479 0.0401628 0.0643238 0.0591672 0.0322147
threshold=0.010180860292166473 0.028020657598972324 0.00017767510871635753 0.0035485138650983576 0.013032016810029747 0.0038949446752667431 0.044033329933881767 0.0037758676335215573 0.021960759535431865 0.00087947337306104611 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 -1 7 -7 10 -10 -9
right_child=1 -3 3 -5 -6 6 -8 8 9 -11 -12
leaf_value=-5.1506429763807154e-05 0.0012514019025671704 -0.0010300012410801988 0.00046844655032165106 0.0011391923320249475 -0.0010943234318543345 -2.1800860365038705e-05 -0.0020359288970672614 0.0019675454599809312 0.0027665802014628809 0.00044194178257731724 7.7904596777547347e-05
leaf_weight=7440.7738819122314 84.044040441513062 43.247975587844849 117.98115527629852 63.724630236625671 63.385092496871948 1097.2620537281036 34.848581314086914 35.188119053840637 80.523418784141541 77.210139274597168 421.81074416637421
leaf_count=3483 48 25 38 28 38 758 25 15 28 39 255
internal_value=0 0.000319902 0.000497278 0.000238682 -7.77208e-05 -1.29659e-05 0.000151199 0.00019572 0.000583981 0.00162868 0.000223404
internal_weight=0 372.383 329.135 245.091 181.366 9187.62 1746.84 1711.99 614.732 157.734 456.999
internal_count=4780 177 152 104 76 4603 1120 1095 337 67 270
is_linear=0
shrinkage=0.06


Tree=931
num_leaves=12
num_cat=0
split_feature=109 68 129 59 95 24 116 131 67 124 124
split_gain=0.0113693 0.0402182 0.0805857 0.0750358 0.0546846 0.0476362 0.0416377 0.0717118 0.0655668 0.0569576 0.0507989
threshold=0.0051502294372767219 0.033603202551603324 0.00040826165059115743 0.0012357163941487672 0.0014881226234138014 0.00073092587990686308 0.0063990866765379914 0.00040826165059115743 0.0014427106943912806 0.00017767510871635753 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -4 -3 -1 8 -8 -9 -11
right_child=-2 2 4 -5 -6 -7 7 9 -10 10 -12
leaf_value=9.6452727609540927e-05 -5.8577551354738231e-05 -0.00066511664569258132 -0.0026045071731964423 0.0029924930375575818 0.0010127316665203699 0.0017303620759154647 -0.0021094184620648743 -0.0019531343904740294 0.00088359260339197809 0.0024550749758024148 4.4234443497711459e-05
leaf_weight=3544.7824077606201 5306.7905642986298 60.750888466835022 35.552705645561218 69.48982048034668 26.084600448608398 58.8208087682724 132.03859305381775 43.430268883705139 32.918501615524292 36.935905456542969 212.40476739406586
leaf_count=1737 2633 29 29 19 11 24 94 32 20 13 139
internal_value=0 7.30881e-05 0.000810303 0.00142452 -0.00107371 0.000513289 2.69123e-05 -0.00051163 -0.00151214 5.20915e-05 0.000401363
internal_weight=0 4253.21 250.699 189.062 61.6373 119.572 4002.51 457.728 164.957 292.771 249.341
internal_count=4780 2147 112 72 40 53 2035 298 114 184 152
is_linear=0
shrinkage=0.06


Tree=932
num_leaves=12
num_cat=0
split_feature=89 89 20 46 25 12 54 111 108 88 127
split_gain=0.0112378 0.0500075 0.0757052 0.0641235 0.0516329 0.0532539 0.0446812 0.0357194 0.0354672 0.0734129 0.0500756
threshold=0.00068727668258361529 0.00096484774257987748 0.0016846025246195497 0.0045489775948226461 0.0045489775948226461 0.0025217677466571335 0.0053125319536775359 0.00037263428384903824 0.0016846025246195497 0.00064626874518580746 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 -4 -3 10 -10
right_child=1 8 7 4 -6 -7 -8 -9 9 -11 -12
leaf_value=-3.4108845204553731e-05 -0.0012848482121053503 0.00036096806526347787 -0.0012520704712332261 0.0013666923842400142 0.00026065154665625486 0.0039658682197519111 0.0013232309862555884 0.0012935868726296096 -0.0028586027734575897 -6.5580962227961947e-05 0.0001125056992135309
leaf_weight=7498.5009309053421 44.134393215179443 600.64298331737518 76.531063795089722 53.395156264305115 40.796064853668213 60.568595170974731 50.943245530128479 26.788724780082703 59.889519691467285 1016.820732831955 30.98842191696167
leaf_count=3465 36 418 59 23 23 22 21 15 42 641 15
internal_value=0 0.000124068 0.000774019 0.00133895 0.00209237 0.00274808 0.000112578 -0.000592033 -1.02937e-05 -0.000211608 -0.00184549
internal_weight=0 2061.5 353.157 249.837 154.76 113.964 95.0776 103.32 1708.34 1107.7 90.8779
internal_count=4780 1315 199 125 68 45 57 74 1116 698 57
is_linear=0
shrinkage=0.06


Tree=933
num_leaves=12
num_cat=0
split_feature=91 137 68 68 126 23 129 115 103 72 34
split_gain=0.0108969 0.0284055 0.0264239 0.0149879 0.075523 0.0695274 0.117829 0.0799958 0.102523 0.113218 0.120263
threshold=0.020035739988088611 0.0012357163941487672 0.0051502294372767219 0.0058306583669036635 0.00057154725072905432 0.017724351026117805 0.00040826165059115743 0.0033348383149132137 0.00073092587990686308 0.00082683752407319855 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -5 8 9 10 -7
right_child=1 -3 -4 4 -6 7 -8 -9 -10 -11 -12
leaf_value=4.8536427398264719e-05 0.00023052778060180185 -0.00048293120233315834 0.0020728715602298122 -0.0018094193608429033 0.00013548953640477976 -0.0014500911250929847 -0.00017646042510033785 0.0008304626609602708 -0.002737315979450023 -0.0011038879963950262 0.0014395863301620707
leaf_weight=5952.0146253108978 63.385092496871948 71.262655735015869 50.239121198654175 285.91199171543121 1952.9496562480927 70.376238107681274 358.58289611339569 248.61149966716766 63.202799201011658 246.52417552471161 196.93908095359802
leaf_count=3012 38 41 17 151 925 30 200 124 31 136 75
internal_value=0 0.000456151 0.00104512 -8.99576e-06 -0.000109032 -0.000433854 -0.000900877 -6.93023e-05 -0.000456955 -0.000176468 0.000678819
internal_weight=0 184.887 113.624 9375.11 3423.1 1470.15 644.495 825.654 577.042 513.839 267.315
internal_count=4780 96 55 4684 1672 747 351 396 272 241 105
is_linear=0
shrinkage=0.06


Tree=934
num_leaves=12
num_cat=0
split_feature=146 35 0 58 115 32 62 1 103 18 39
split_gain=0.0107389 0.0558675 0.087897 0.131573 0.0649776 0.0621423 0.0739807 0.0618306 0.0633425 0.0592452 0.0567873
threshold=0.013439828064292671 0.0010585968848317864 0.0034400182776153092 0.0035485138650983576 0.00244467705488205 0.0095705352723598498 0.00050559637020342063 0.0032328735105693345 0.00055427959887310873 0.0031340263085439806 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 8 -4 -10 -9
right_child=1 2 5 -5 -6 6 -8 10 9 -11 -12
leaf_value=-2.8479227635540171e-05 0.00093725794594666522 -0.0018120142833619279 0.00024203506045549018 -0.0043917243210386944 0.00050215111174471444 -0.0022829633179731958 0.00058299276054304841 -0.00033898066359241822 -0.0029765232089246549 0.00026021381134841616 0.0014434392868660495
leaf_weight=7962.9237215518951 265.20294606685638 74.418690800666809 553.25235962867737 36.778661012649536 105.7466504573822 73.896859765052795 57.777146697044373 85.269995808601379 45.882179617881775 36.596367716789246 262.25425314903259
leaf_count=3974 93 47 280 30 52 50 30 49 34 23 118
internal_value=0 0.000141996 -1.63571e-05 -0.00112134 -0.000453733 0.000198652 -0.00102541 0.000362574 1.07907e-05 -0.00154036 0.0010061
internal_weight=0 1597.08 1331.87 216.944 180.165 1114.93 131.674 983.255 635.731 82.4785 347.524
internal_count=4780 806 713 129 99 584 80 504 337 57 167
is_linear=0
shrinkage=0.06


Tree=935
num_leaves=12
num_cat=0
split_feature=135 50 108 99 33 103 126 73 4 14 72
split_gain=0.0117839 0.0397819 0.0836079 0.076515 0.0688803 0.0508722 0.0596568 0.0489611 0.0503099 0.051985 0.0386565
threshold=0.0037758676335215573 0.0045489775948226461 0.028884131461381916 0.0068083447404205808 0.0053125319536775359 0.00080172589514404546 0.00047558375808876013 0.00087947337306104611 0.0023699469165876512 0.00047558375808876013 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 10 5 -4 7 -7 8 9 -2 -3
right_child=1 2 4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-3.3874791804704338e-05 0.0035767301738863226 0.00033046199799798719 -0.00045606304898926413 -0.0019963989151586289 -0.0038344644182458916 0.00084458168797091869 -0.0016339919058719454 0.0003239868340759374 0.00041267503319621757 0.0012792876879194014 -0.00034230078071804184
leaf_weight=7595.7772353887558 67.742034077644348 836.90168523788452 54.621111631393433 39.048278450965881 36.074536681175232 82.975329518318176 60.411350727081299 155.64623391628265 70.376238107681274 74.393641948699951 486.03215658664703
leaf_count=3952 21 275 24 25 26 30 39 79 30 23 256
internal_value=0 0.000130996 -3.7522e-05 0.00056366 -0.00179983 0.00075908 -0.000199685 0.00113249 0.00172465 0.00237425 8.32959e-05
internal_weight=0 1964.22 1413.63 550.593 90.6956 511.545 143.387 368.158 212.512 142.136 1322.93
internal_count=4780 828 581 247 50 222 69 153 74 44 531
is_linear=0
shrinkage=0.06


Tree=936
num_leaves=12
num_cat=0
split_feature=93 112 105 105 141 99 146 5 112 142 146
split_gain=0.0124168 0.0457329 0.0932757 0.0384363 0.0444812 0.0963619 0.0622518 0.0837784 0.058631 0.0420663 0.0355969
threshold=0.021960759535431865 0.010829726699739696 0.0025217677466571335 0.0013146653072908523 0.00046126570669002836 0.00050559637020342063 0.010180860292166473 0.0012745757703669371 0.0062037324532866487 0.0049928687512874612 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 10 -5 8 -7 9 -6 -8 -2
right_child=3 2 -4 4 5 6 7 -9 -10 -11 -12
leaf_value=-1.3567083676268662e-05 0.00026777654838647919 -0.0028445262427786986 0.00051015006448930453 -0.0018278993733122873 -0.00036132190940982073 0.00068825161898739213 -0.00092609693965769167 -0.0029055567833286954 -0.003328810871908085 0.00099461386607416452 0.0013997948078848599
leaf_weight=7769.1518218517303 808.29002749919891 60.750888466835022 58.638515472412109 54.099280595779419 49.195459127426147 390.33249139785767 82.453498482704163 44.473930954933167 46.743548393249512 81.749374151229858 114.12099587917328
leaf_count=4251 190 29 17 27 23 106 33 26 21 29 28
internal_value=0 -3.14758e-05 -0.00119687 0.000148552 -0.000170736 -4.17315e-05 0.000241022 -0.000595526 -0.00180715 3.01403e-05 0.00040783
internal_weight=0 7888.54 119.389 1671.46 749.048 694.948 599.009 208.677 95.939 164.203 922.411
internal_count=4780 4297 46 483 265 238 194 88 44 62 218
is_linear=0
shrinkage=0.06


Tree=937
num_leaves=12
num_cat=0
split_feature=44 4 100 108 108 1 0 44 33 83 125
split_gain=0.0105551 0.0301189 0.0326084 0.028171 0.0227587 0.0296263 0.0281913 0.0169032 0.0461077 0.0933313 0.0708236
threshold=0.04673989117145539 0.00039601318712811922 0.0092791137285530585 0.0022975050378590827 0.0087224207818508166 0.0010585968848317864 0.0087224207818508166 0.0038949446752667431 0.0005375427135732026 0.0072436286136507997 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -3 5 -5 -6 -1 9 -9 -11
right_child=1 3 -4 4 6 -7 -8 8 -10 10 -12
leaf_value=5.1838295340111349e-05 -7.5122016747292345e-05 0.00091811815758556547 0.0017031287642144148 -0.0019697386590580282 0.00082414684489404806 -6.501848491163879e-05 -0.00082196470645209485 0.0004325229618472483 -4.636795427206346e-05 -0.00094919722700236226 -0.0035342932420067328
leaf_weight=5438.6969617605209 63.202799201011658 84.905409216880798 89.966475129127502 55.507529258728027 90.852892756462097 62.498674869537354 63.724630236625671 136.91736567020416 3269.56447660923 153.37661647796631 50.786001086235046
leaf_count=2768 31 35 22 35 33 27 28 74 1605 84 38
internal_value=0 0.000265398 0.000969363 -3.6222e-05 -0.000333483 -0.000960957 0.000145537 -1.49765e-05 -0.000115619 -0.000779458 -0.00159225
internal_weight=0 510.658 153.169 357.489 272.584 118.006 154.578 9049.34 3610.64 341.08 204.163
internal_count=4780 211 53 158 123 62 61 4569 1801 196 122
is_linear=0
shrinkage=0.06


Tree=938
num_leaves=12
num_cat=0
split_feature=51 133 2 104 52 108 81 148 93 7 109
split_gain=0.0108381 0.0318141 0.0341208 0.0357182 0.0355701 0.0416476 0.0573982 0.0757218 0.0484738 0.033339 0.0327008
threshold=0.013032016810029747 0.0010263677686452868 0.00052132029668428015 0.00060774214216507982 0.00899649551138282 0.028884131461381916 0.0035485138650983576 0.0045489775948226461 0.0014881226234138014 0.00047558375808876013 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 -5 -4 -8
right_child=1 2 9 4 -6 -7 10 -9 -10 -11 -12
leaf_value=-2.2212663579166246e-05 -0.0014056148375404629 0.00086087727330225856 0.0020721344332847173 -0.001614522142300661 0.00067357533576594515 0.001630930600404162 0.00056537792154022894 -0.00050847200649256998 -0.0052123990976289123 0.00032363649753135143 -0.0007158630753734274
leaf_weight=8528.907368183136 43.430268883705139 174.19280886650085 67.220203042030334 29.944759845733643 159.14180672168732 35.188119053840637 161.95830404758453 112.42330718040466 24.519107341766357 94.373514413833618 128.70026469230652
leaf_count=4213 32 77 24 21 75 15 91 78 20 53 81
internal_value=0 0.000183737 0.000253625 9.7648e-05 -0.0001063 -0.000358183 -0.000511158 -0.00139803 -0.00323425 0.00105098 -1.94083e-06
internal_weight=0 1031.09 987.662 826.068 651.876 492.734 457.546 166.887 54.4639 161.594 290.659
internal_count=4780 567 535 458 381 306 291 119 41 77 172
is_linear=0
shrinkage=0.06


Tree=939
num_leaves=12
num_cat=0
split_feature=93 5 66 71 107 1 11 114 108 29 143
split_gain=0.0111278 0.03051 0.034183 0.0426229 0.0459618 0.0619432 0.0450385 0.0759522 0.101115 0.0617229 0.03481
threshold=0.021960759535431865 0.033603202551603324 0.001792412775103003 0.025578102096915249 0.0027679565828293566 0.00039601318712811922 0.00747153488919139 0.0021592099219560628 0.015200819820165636 0.007706565549597145 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 8 9 -8 -6
right_child=1 -3 -4 4 10 -7 7 -9 -10 -11 -12
leaf_value=-2.9797320678525332e-05 0.00018650915485954257 -0.0010040725871814293 -0.0011480814461084243 0.00092870700292310238 0.00027366855855251823 -0.001293384625687086 -0.001319341774702516 0.0012619761575018559 0.00021404532959453388 -0.0048853541866988081 0.0012343333903810992
leaf_weight=7888.5412257909775 610.35738217830658 79.819294452667236 65.13287889957428 85.062653660774231 227.53786742687225 96.278545260429382 33.440332651138306 43.065682291984558 57.412560105323792 36.596367716789246 336.75504183769226
leaf_count=4297 169 24 36 18 52 34 17 18 16 23 76
internal_value=0 0.00014063 0.000198036 0.000255472 0.000579924 -0.000251057 -5.43385e-05 -0.000916452 -0.00165255 -0.00318269 0.000846968
internal_weight=0 1671.46 1591.64 1526.51 745.634 181.341 780.872 170.515 127.449 70.0367 564.293
internal_count=4780 483 459 423 180 52 243 74 56 40 128
is_linear=0
shrinkage=0.06


Tree=940
num_leaves=12
num_cat=0
split_feature=18 29 71 137 141 60 69 65 42 10 11
split_gain=0.0109637 0.045976 0.0325857 0.0306393 0.0408815 0.0365563 0.0376688 0.0283791 0.0238311 0.0234908 0.0227508
threshold=0.0081988852471113222 0.007706565549597145 0.030689206905663017 0.000490355829242617 0.0056525857653468856 0.00073092587990686308 0.00099512818269431613 0.00087947337306104611 0.004017772153019906 0.0016846025246195497 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 10 9 -5 -7
right_child=1 2 -4 8 -6 7 -8 -9 -10 -11 -12
leaf_value=-1.7732487110370945e-05 -0.00031814549144674537 0.00053579861776073729 0.0022479845849441892 0.00016628957960223876 -0.0026484620232435996 7.2369981446077863e-06 -0.0029492621764330841 -0.00056420155441186837 -0.00053428296943705707 0.0018146863167904786 0.001960478486860916
leaf_weight=8883.4227627515793 54.281573891639709 166.34029448032379 52.691031932830811 64.611047863960266 28.718804478645325 41.500189185142517 30.648884177207947 77.75701916217804 55.507529258728027 60.046764135360718 44.473930954933167
leaf_count=4372 34 98 19 39 20 27 25 60 35 25 26
internal_value=0 0.000232827 0.000947689 -0.000109384 -0.000505089 -0.000257543 -0.00126764 0.000266412 0.000499838 0.00096031 0.00101764
internal_weight=0 676.577 219.031 457.546 277.38 248.662 84.9305 163.731 180.165 124.658 85.9741
internal_count=4780 408 117 291 192 172 59 113 99 64 53
is_linear=0
shrinkage=0.06


Tree=941
num_leaves=12
num_cat=0
split_feature=31 141 51 50 144 143 147 93 42 129 123
split_gain=0.0106068 0.0346773 0.031575 0.0477134 0.0478135 0.04748 0.0394011 0.0708895 0.0375064 0.0383795 0.0368561
threshold=0.0019672545604407792 0.064669914543628707 0.0034400182776153092 0.028884131461381916 0.00070876078098081063 0.002945306478068233 0.00043393640953581786 0.0014881226234138014 0.0079489401541650313 0.0011261500185355546 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 6 8 -4 -8 -2 -10 -6
right_child=1 -3 3 -5 10 -7 7 -9 9 -11 -12
leaf_value=-3.2662221939822572e-05 -0.00010878201044142252 0.0014996316451915755 0.0005237421647176989 0.0014905627228748513 0.00089356432042603717 -0.00043359235439154308 -0.00012383965220382555 -0.0027990386012888787 -4.7262818301554055e-06 0.0018770864116517459 -0.000143147389690849
leaf_weight=7544.822843670845 220.80416166782379 63.724630236625671 82.453498482704163 113.96375143527985 320.76057302951813 698.32977724075317 97.529549479484558 56.211653590202332 66.698372006416321 94.008927822113037 200.69209361076355
leaf_count=3585 139 28 33 45 176 460 59 39 27 39 150
internal_value=0 0.000122287 7.73102e-05 0.000345945 0.000173774 -0.000139523 -0.000534441 -0.00110196 0.000398751 0.00109608 0.000494564
internal_weight=0 2015.18 1951.45 871.611 757.647 1079.84 236.195 153.741 381.511 160.707 521.453
internal_count=4780 1195 1167 502 457 665 131 98 205 66 326
is_linear=0
shrinkage=0.06


Tree=942
num_leaves=12
num_cat=0
split_feature=43 109 108 133 63 121 4 112 31 62 110
split_gain=0.0112432 0.0348874 0.0493285 0.0652006 0.0677393 0.0696211 0.0498308 0.0625209 0.110747 0.0718974 0.0826689
threshold=0.00085274505545385193 0.00017767510871635753 0.0011615398107096555 0.00055427959887310873 0.00052132029668428015 0.02129978779703379 0.0005375427135732026 0.0079489401541650313 0.0010918468469753864 0.0037758676335215573 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 8 9 10 -4
right_child=1 2 6 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=6.5217323892086609e-05 -0.0014998635335781575 0.0017589113938588311 0.00016883613479345464 -0.0023177427274481978 0.00050572995667239767 0.00064313805497170928 -0.00025965796046510865 0.0010875036980072101 0.00085349352999918948 0.00072449268997965271 -0.0014777569913141208
leaf_weight=4769.0470374822617 60.229057431221008 110.80771636962891 176.64471960067749 70.036700367927551 445.73287391662598 48.309041500091553 2885.0542244911194 231.55527126789093 339.09980583190918 133.55398845672607 289.92939555644989
leaf_count=2626 32 39 79 40 206 12 1377 45 143 37 144
internal_value=0 -6.49191e-05 -4.66502e-05 0.000428315 0.000166932 -0.0011091 -0.000125684 0.000204457 -1.32479e-05 -0.000502996 -0.000854358
internal_weight=0 4790.95 4730.72 674.886 564.079 118.346 4055.84 1170.78 939.228 600.128 466.574
internal_count=4780 2154 2122 297 258 52 1825 448 403 260 223
is_linear=0
shrinkage=0.06


Tree=943
num_leaves=12
num_cat=0
split_feature=24 108 8 108 45 28 14 71 106 73 47
split_gain=0.0110767 0.0626978 0.0411384 0.0726576 0.137663 0.0827186 0.0906698 0.0671943 0.0669562 0.0627195 0.0487061
threshold=0.00017767510871635753 0.015200819820165636 0.00068727668258361529 0.0068083447404205808 0.011880517937242987 0.00017767510871635753 0.00017767510871635753 0.004017772153019906 0.0046923852059990176 0.00017767510871635753 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -2 -5 -7 -8
right_child=2 -3 -4 8 -6 9 10 -9 -10 -11 -12
leaf_value=2.9030501379651361e-06 0.0031808462467850908 -0.0013688361975934557 -2.8640354071057911e-05 0.0019566748640504053 -0.0026157111512293088 -0.0026264610580671601 0.00067463565702473348 0.00086605437259111139 0.00043794761168420107 -0.00013448435090602731 -0.0022854734473387742
leaf_weight=855.07672226428986 59.342639803886414 139.52652084827423 7458.7847231626511 151.94331896305084 67.949376225471497 45.699886322021484 37.640029788017273 188.69693112373352 334.71781539916992 177.89572381973267 42.726144552230835
leaf_count=420 21 59 3806 52 52 27 17 58 136 104 28
internal_value=0 -0.000189529 2.20079e-05 0.000363387 -6.73661e-05 0.000246326 0.000852377 0.00141986 0.000912118 -0.00064381 -0.000899087
internal_weight=0 994.603 8565.4 1106.61 619.951 552.001 328.406 248.04 486.661 223.596 80.3662
internal_count=4780 479 4301 495 307 255 124 79 188 131 45
is_linear=0
shrinkage=0.06


Tree=944
num_leaves=12
num_cat=0
split_feature=37 96 133 0 39 34 100 104 54 95 107
split_gain=0.0113996 0.0365681 0.0975712 0.0884716 0.0990875 0.0453211 0.0438748 0.090043 0.068582 0.114049 0.0623255
threshold=0.0011261500185355546 0.0070226341485977182 0.0095705352723598498 0.0026833302108570938 0.0014881226234138014 0.0046923852059990176 0.0016331639490090313 0.015200819820165636 0.0035485138650983576 0.0014881226234138014 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -5 -3 8 10 -10 -8
right_child=-2 2 3 5 -6 -7 7 -9 9 -11 -12
leaf_value=1.2562012186658945e-05 9.4693770894998088e-05 0.001004155144214662 -0.00089256105656631115 -0.0022248350567312413 -0.0043804297008077069 -0.00017040430486469431 0.00070344069525830498 0.0013886944275443545 -0.00063651528014071937 -0.0052913207964046267 -0.0015462371809987457
leaf_weight=5551.2343670129776 3095.0001298189163 150.56011915206909 64.246461272239685 46.586303949356079 53.942036151885986 227.09118294715881 120.79765260219574 94.530758857727051 57.777146697044373 28.196973443031311 70.036700367927551
leaf_count=2620 1675 68 25 38 44 127 54 36 30 23 40
internal_value=0 -4.53329e-05 -0.000397052 -0.00111257 -0.00248445 -0.000520116 0.000140191 -0.000210105 -0.000756099 -0.00216315 -0.000122197
internal_weight=0 6465 913.765 391.866 118.188 273.677 521.899 371.339 276.808 85.9741 190.834
internal_count=4780 3105 485 234 69 165 251 183 147 53 94
is_linear=0
shrinkage=0.06


Tree=945
num_leaves=12
num_cat=0
split_feature=11 116 150 58 141 60 142 46 131 117 137
split_gain=0.010497 0.0399649 0.0680351 0.0706068 0.0650124 0.0531784 0.0595512 0.0391758 0.0381972 0.0350669 0.0407797
threshold=0.020658296532928947 0.0092791137285530585 0.00899649551138282 0.013860232196748258 0.016668972559273246 0.00017767510871635753 0.010180860292166473 0.0062037324532866487 0.0037758676335215573 0.019431582652032379 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -3 10 -7
right_child=1 7 -4 -5 -6 9 -8 -9 -10 -11 -12
leaf_value=-1.9414004736826722e-05 -0.0002388881843523302 -0.0012780532237828203 -0.0020963651279790464 0.0023226227904611244 0.0022694288643728962 -0.0010223814695041844 -0.0031786362964859888 0.0017680063761397258 0.0015213060584540125 0.00080210362359605888 0.0005004001483228319
leaf_weight=8727.8015776872635 61.272719502449036 40.45652711391449 51.829663157463074 50.239121198654175 41.135602593421936 140.80257391929626 41.682482481002808 102.06878435611725 30.98842191696167 156.68989598751068 115.03246235847473
leaf_count=4317 26 33 32 17 13 108 34 49 15 73 63
internal_value=0 0.000203607 -9.79828e-06 0.000168409 -2.60262e-05 -0.000209205 -0.00142908 0.00101373 -6.38634e-05 9.52424e-05 -0.000337685
internal_weight=0 832.198 658.685 606.855 556.616 515.48 102.955 173.514 71.4449 412.525 255.835
internal_count=4780 463 366 334 317 304 60 97 48 244 171
is_linear=0
shrinkage=0.06


Tree=946
num_leaves=12
num_cat=0
split_feature=15 98 133 87 40 128 73 31 128 105 137
split_gain=0.0105425 0.0470256 0.0499699 0.0679658 0.0651999 0.0992388 0.0742051 0.0603215 0.0613127 0.058282 0.0425746
threshold=0.0058306583669036635 0.00017767510871635753 0.00055427959887310873 0.00017767510871635753 0.0036604277556762104 0.004017772153019906 0.0010585968848317864 0.0081988852471113222 0.00080172589514404546 0.00052132029668428015 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 9 8 -6 -4 -7
right_child=1 -3 4 -5 7 10 -8 -9 -10 -11 -12
leaf_value=-6.6810430952204754e-05 -0.0021743043761868839 -7.5045832022655499e-06 0.0019922582056289754 0.00090897233979048912 -0.0026798634789218807 -0.0020229516303184227 0.0031635015578763935 0.0021990221503415982 0.00016641859099189241 -0.00013447585541339279 0.0011172630055057166
leaf_weight=4500.1982254981995 51.829663157463074 4462.4148539304733 107.83397459983826 51.12553882598877 42.204313516616821 40.978358149528503 90.852892756462097 29.240635514259338 76.870601534843445 81.409836411476135 25.040938377380371
leaf_count=2393 32 2071 40 28 31 30 33 17 49 39 17
internal_value=0 5.94213e-05 0.000559351 -0.000643209 0.000809759 0.00126079 0.00175403 -0.000242782 -0.000842403 0.00107737 -0.000831877
internal_weight=0 5059.8 597.387 102.955 494.432 346.116 280.097 148.316 119.075 189.244 66.0193
internal_count=4780 2387 316 60 256 159 112 97 80 79 47
is_linear=0
shrinkage=0.06


Tree=947
num_leaves=12
num_cat=0
split_feature=91 27 68 9 102 98 51 145 115 106 83
split_gain=0.0106796 0.0432562 0.0414545 0.0662053 0.11977 0.0855067 0.174367 0.0627855 0.0960542 0.0590678 0.0467777
threshold=0.0014427106943912806 0.037906534969806678 0.0058306583669036635 0.00062670491752214741 0.0010918468469753864 0.012636432424187662 0.00066645268816500913 0.0014427106943912806 0.0011980500421486797 0.0022272822679951791 0.057509137317538268
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 7 -5 -6 -7 8 -4 -10 -1
right_child=1 -3 3 4 5 6 -8 -9 9 -11 -12
leaf_value=9.2578723895607879e-05 4.6983098659120608e-05 0.0016995847591689337 -0.0032299151094394231 0.0010175419280659939 -0.00096721350999174542 -0.00048817925446790697 -0.006229766387050595 2.8934685135119121e-05 0.0011400432420315108 -0.0016801531128017046 -0.0016717927908747113
leaf_weight=3341.4811589717865 4341.3208099603653 57.777146697044373 56.211653590202332 78.071508049964905 186.47741138935089 38.161860823631287 38.004616379737854 1260.0135313272476 57.594853401184082 49.899583458900452 54.985698223114014
leaf_count=1602 2236 30 39 26 111 14 31 603 23 27 38
internal_value=0 6.86881e-05 -5.8549e-05 -0.00029448 -0.00104578 -0.0016591 -0.00335305 -0.000114685 -0.0012201 -0.000169109 6.40152e-05
internal_weight=0 4399.1 5160.9 1764.44 340.715 262.644 76.1665 1423.72 163.706 107.494 3396.47
internal_count=4780 2266 2514 874 182 156 45 692 89 50 1640
is_linear=0
shrinkage=0.06


Tree=948
num_leaves=12
num_cat=0
split_feature=135 50 108 145 150 143 127 78 24 112 107
split_gain=0.011112 0.0345105 0.0728443 0.0539091 0.0451907 0.0440932 0.0532419 0.0444451 0.0440022 0.0420902 0.0411993
threshold=0.0037758676335215573 0.0045489775948226461 0.028884131461381916 0.0030382014811038975 0.0011615398107096555 0.0038949446752667431 0.0021592099219560628 0.00093549740267917525 0.0054799309000372895 0.0013146653072908523 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 10 -4 -2 7 8 -6 9 -7 -3
right_child=1 2 3 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-3.2894760009179329e-05 0.0017819196719225726 -0.00029951027073942649 -0.00050508997342548075 -0.003504209894113962 -0.0019009755529759119 0.00087599196057151015 -0.00094155962418390467 0.00020850012826612052 -3.7037865792682405e-05 0.0028299725241627653 0.00037610231633097819
leaf_weight=7595.7772353887558 87.357319951057434 573.88625872135162 55.325235962867737 35.370412349700928 54.621111631393433 98.390918254852295 56.551191329956055 105.22481942176819 81.931667447090149 66.51607871055603 749.04758310317993
leaf_count=3952 37 266 28 22 24 46 29 55 36 20 265
internal_value=0 0.000127206 -2.97503e-05 -0.00167472 0.000530187 0.000294134 0.000719033 -0.000512331 0.00109948 0.00166414 8.30228e-05
internal_weight=0 1964.22 1413.63 90.6956 550.593 463.236 303.39 159.846 246.839 164.907 1322.93
internal_count=4780 828 581 50 247 210 131 79 102 66 531
is_linear=0
shrinkage=0.06


Tree=949
num_leaves=12
num_cat=0
split_feature=18 60 145 76 19 149 129 44 89 29 25
split_gain=0.0104474 0.0591308 0.0715388 0.0571423 0.063161 0.0741895 0.0343653 0.0275479 0.0229033 0.0416277 0.026965
threshold=0.0081988852471113222 0.0011261500185355546 0.0035485138650983576 0.0003614811430452392 0.017188700847327713 0.0030382014811038975 0.000490355829242617 0.00244467705488205 0.00068727668258361529 0.0053125319536775359 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -4 -2 9 -3 -11
right_child=1 8 6 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=-1.7309905807691854e-05 -0.00068002498467256592 7.0636432908009685e-05 0.0020725461860689356 0.00070535550488372983 -6.8167718460701698e-05 -0.0054013396637699182 -0.00023090107544136379 -0.0031391368692382476 8.3172225306281914e-05 0.0010541584985705023 0.0026952814788550679
leaf_weight=8883.4227627515793 45.178055286407471 93.512145638465881 49.013165831565857 51.647369861602783 59.707226395606995 24.519107341766357 44.473930954933167 25.745062708854675 129.7689756155014 94.895345449447632 58.116684436798096
leaf_count=4372 30 66 16 25 35 20 26 21 99 50 20
internal_value=0 0.000227278 -0.00040063 -0.0010233 -0.00159875 -0.00255626 0.000976744 -0.00157268 0.000728353 0.00106797 0.00167749
internal_weight=0 676.577 300.284 206.797 155.149 95.4422 93.4871 70.9231 376.293 246.524 153.012
internal_count=4780 408 173 131 106 71 42 51 235 136 70
is_linear=0
shrinkage=0.06


Tree=950
num_leaves=12
num_cat=0
split_feature=114 86 102 13 124 47 138 18 11 149 32
split_gain=0.0110392 0.0212788 0.0220952 0.0237641 0.0207567 0.0202865 0.0201256 0.0430584 0.0502943 0.0579362 0.0449587
threshold=0.011169348377734424 0.00044738779251929378 0.00017767510871635753 0.011519505176693203 0.0053125319536775359 0.016164712607860569 0.0045489775948226461 0.00085274505545385193 0.0010263677686452868 0.0084566329605877417 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 -3 -4 -2 -6 -1 8 -8 -10 -9
right_child=1 2 3 -5 5 -7 7 10 9 -11 -12
leaf_value=7.9663632355009897e-06 -0.0012819324565417063 0.0018526199119056016 0.00021363028539932649 0.0017640677919390046 -0.00014989872446179663 0.0011965065467948301 0.00011893861486359963 0.0013477034274212258 -0.00088762571631671727 -0.0034678886517473303 -0.00021773148611407082
leaf_weight=7940.059156537056 49.038214683532715 38.344154119491577 401.72372496128082 39.048278450965881 284.73613405227661 46.925841689109802 150.92470574378967 87.017782211303711 211.36110532283783 36.778661012649536 274.04207348823547
leaf_count=3695 40 21 290 25 198 28 82 47 145 30 179
internal_value=0 0.000205094 0.000471162 0.000350985 -0.000129756 4.06001e-05 -2.02689e-05 -0.000315207 -0.00074475 -0.00127007 0.000159549
internal_weight=0 859.816 479.116 440.772 380.7 331.662 8700.18 760.124 399.064 248.14 361.06
internal_count=4780 602 336 315 266 226 4178 483 257 175 226
is_linear=0
shrinkage=0.06


Tree=951
num_leaves=12
num_cat=0
split_feature=136 61 34 79 110 19 128 112 135 4 94
split_gain=0.0107064 0.0590288 0.0657027 0.0342097 0.0560971 0.0514636 0.0678184 0.048082 0.0420866 0.0337651 0.0408977
threshold=0.0017376682371832433 0.0021592099219560628 0.0012745757703669371 0.00068727668258361529 0.0072436286136507997 0.0011615398107096555 0.0030382014811038975 0.010829726699739696 0.00044738779251929378 0.00077738583786413084 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 -3 8 5 6 -5 -6 -4 -2 -11
right_child=1 2 3 4 7 -7 -8 -9 -10 10 -12
leaf_value=-2.0999890741200295e-05 0.0023594191945382481 -0.0021203974486924755 0.0018210266974393319 -0.0031650767124666596 -0.0028351157584073678 0.00040652827126947912 0.00063905431438370213 5.2210900825552895e-05 -0.00024625209691609063 0.0015665855715978844 -0.000394750044780501
leaf_weight=8617.4085456132889 54.960649371147156 51.829663157463074 81.045249819755554 36.074536681175232 46.586303949356079 386.57252740859985 31.692546248435974 37.457736492156982 63.020505905151367 79.819294452667236 73.532273173332214
leaf_count=4340 14 32 25 26 38 192 19 10 24 24 36
internal_value=0 0.000191986 -6.09135e-05 9.54972e-05 -0.000124251 0.000139163 -0.001386 -0.00154826 0.000916711 0.00108343 0.000626123
internal_weight=0 942.591 734.279 682.449 538.384 454.34 67.7671 84.044 144.066 208.312 153.352
internal_count=4780 440 366 334 285 237 45 48 49 74 60
is_linear=0
shrinkage=0.06


Tree=952
num_leaves=12
num_cat=0
split_feature=28 31 96 65 23 109 46 128 121 46 9
split_gain=0.0105839 0.0392932 0.0641348 0.0702165 0.0614161 0.0739555 0.0646574 0.068982 0.0633661 0.059374 0.0545599
threshold=0.001792412775103003 0.00039601318712811922 0.0092791137285530585 0.0012745757703669371 0.0037758676335215573 0.0051502294372767219 0.0062037324532866487 0.00039601318712811922 0.00099512818269431613 0.0020292587578296666 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 9 -7 -10
right_child=1 -3 -4 -5 5 8 -8 -9 10 -11 -12
leaf_value=-3.8404660018635219e-05 -0.00015006760035150889 -0.00012902258687840014 -0.00084867110489843104 -0.00017383394718460598 0.0030196259221415447 0.0011684637915109317 0.0031219876181582955 0.00010589610418009557 0.0025990802395305808 -0.0010467831208206791 0.00041983919122000969
leaf_weight=6977.7704861164093 178.07801711559296 1298.03624522686 145.15951550006866 381.14687490463257 44.109344363212585 70.898069143295288 98.548162698745728 86.83548891544342 76.663259387016296 112.94513821601868 89.80923068523407
leaf_count=3328 111 819 91 191 12 27 29 40 18 75 39
internal_value=0 0.000103778 0.000339088 0.000490457 0.000824535 0.00112387 0.00196109 0.0010874 0.000575401 -0.000192486 0.00142341
internal_weight=0 2582.23 1284.19 1139.03 757.887 579.809 229.493 130.945 350.316 183.843 166.472
internal_count=4780 1452 633 542 351 240 81 52 159 102 57
is_linear=0
shrinkage=0.06


Tree=953
num_leaves=12
num_cat=0
split_feature=4 51 150 73 144 72 87 24 20 39 116
split_gain=0.0105518 0.0450818 0.0162946 0.0353702 0.0138114 0.0379404 0.059379 0.0430958 0.0379338 0.0414309 0.0399202
threshold=0.010180860292166473 0.0005375427135732026 0.00068727668258361529 0.0023699469165876512 0.0038949446752667431 0.0010263677686452868 0.00017767510871635753 0.00073092587990686308 0.018276390619575981 0.00064626874518580746 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 7 -6 9 -7 -11
right_child=1 2 3 -5 5 8 -8 -9 -10 10 -12
leaf_value=-4.8334480373420263e-05 -0.0014635496330195604 0.0014531835805910729 0.00070923323859723819 -0.00099821177193092124 0.0011667245216446143 0.00081549679142008428 -0.001987657212556772 -0.0011371620839851001 0.0014284937400067968 -9.1797044157064536e-05 0.0012349582931714114
leaf_weight=7440.7738819122314 45.178055286407471 59.864470839500427 212.35466969013214 54.985698223114014 67.924327373504639 283.30283653736115 74.079153060913086 51.30783212184906 90.695648312568665 1091.2895213365555 88.243737578392029
leaf_count=3483 30 18 91 38 28 166 57 35 50 736 48
internal_value=0 0.000313106 0.000558414 0.000358051 -1.26905e-05 0.000139137 -0.000653559 0.000175319 0.000237775 0.000163951 7.46073e-06
internal_weight=0 372.383 327.205 267.34 9187.62 1746.84 193.311 119.232 1553.53 1462.84 1179.53
internal_count=4780 177 147 129 4603 1120 120 63 1000 950 784
is_linear=0
shrinkage=0.06


Tree=954
num_leaves=12
num_cat=0
split_feature=37 87 17 84 25 65 81 82 135 122 84
split_gain=0.0105743 0.0388743 0.0667978 0.0968933 0.0725613 0.0621953 0.0838036 0.0795538 0.061706 0.0583075 0.0553691
threshold=0.0011261500185355546 0.0011615398107096555 0.00017767510871635753 0.00093549740267917525 0.00077738583786413084 0.00087947337306104611 0.0035485138650983576 0.0012357163941487672 0.010500331409275534 0.000490355829242617 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 -3 8 7 -7 -4 -2 -9
right_child=1 2 5 -5 -6 6 -8 10 -10 -11 -12
leaf_value=-4.3661085793752711e-05 0.00042406431846016865 -0.0038034416576929941 -0.00088833855507738653 0.00062846923398799726 -0.0010658810870694394 0.00036283892968715434 0.00093123202866921397 -0.0039027794821590322 0.00088904951606241886 -0.00044450334298881531 -0.00037809225377126383
leaf_weight=6464.9997024536133 1516.9172785282135 49.560045719146729 326.39356768131256 83.157622814178467 117.48437309265137 104.70298838615417 401.62352955341339 35.552705645561218 89.626937389373779 340.74044549465179 29.240635514259338
leaf_count=3105 792 37 208 37 65 58 194 29 32 206 17
internal_value=0 9.12016e-05 -0.000169348 -0.001045 -0.00187808 5.25961e-05 0.000459072 -0.000659718 -0.00050542 0.000264747 -0.00231212
internal_weight=0 3095 1237.34 250.202 167.044 987.14 571.12 169.496 416.021 1857.66 64.7933
internal_count=4780 1675 677 139 102 538 298 104 240 998 46
is_linear=0
shrinkage=0.06


Tree=955
num_leaves=12
num_cat=0
split_feature=32 92 59 2 90 93 30 121 128 23 96
split_gain=0.0105715 0.050754 0.0706375 0.0600508 0.073723 0.0657881 0.0566699 0.0873806 0.0801809 0.0825955 0.0794853
threshold=0.00087947337306104611 0.00017767510871635753 0.0014427106943912806 0.0033348383149132137 0.00075379351619631063 0.0033348383149132137 0.00017767510871635753 0.0042751494329422721 0.00017767510871635753 0.0081988852471113222 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -3 8 -8 9 10 -1
right_child=-2 3 -4 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0012531052340850619 -6.9390277381154204e-05 0.00044575955155761577 0.00013403466171593541 -0.0019132561790558278 0.00047472651032895327 -9.7288030262660278e-05 -0.00058002632623759031 0.0019725473993427714 -0.0034954917974364332 -0.0019192089889208028 0.00080785651849729731
leaf_weight=128.49292254447937 4326.7095409631729 2124.9980919361115 901.95246624946594 105.40711271762848 83.339916110038757 1291.0339534282684 195.94551658630371 64.064167976379395 43.952099919319153 152.49019885063171 141.61384499073029
leaf_count=50 2320 1127 400 62 44 481 129 18 29 73 47
internal_value=0 5.73696e-05 -0.000220629 0.00018296 -0.000858859 0.000240524 -0.00066091 4.89061e-05 -0.00105649 -0.000802827 -0.000172567
internal_weight=0 5233.29 1628.51 3604.78 188.747 3416.03 726.559 260.01 466.549 422.597 270.107
internal_count=4780 2460 746 1714 106 1608 346 147 199 170 97
is_linear=0
shrinkage=0.06


Tree=956
num_leaves=12
num_cat=0
split_feature=51 61 105 80 11 93 102 91 69 34 27
split_gain=0.0105583 0.029478 0.044439 0.052607 0.0256188 0.0921965 0.0407515 0.0395005 0.0288531 0.0415902 0.0256195
threshold=0.013032016810029747 0.0062037324532866487 0.00062670491752214741 0.0019672545604407792 0.0054799309000372895 0.0084566329605877417 0.0028552538715302949 0.00099512818269431613 0.004017772153019906 0.0021592099219560628 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 6 10 7 -2 9 -9 -6
right_child=1 2 3 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-2.1924030563358135e-05 -0.0012881873724370268 -0.00076977930995687121 0.0023325031103009369 0.00016292711230595601 0.0018811978335284039 -0.0021944194278364229 0.00044823807668256628 0.0008763832247683 0.00083152309111585783 -0.0013634255990315918 0.00045464924557592451
leaf_weight=8528.907368183136 158.28043794631958 48.855921387672424 84.201284885406494 77.052894830703735 85.609533548355103 36.074536681175232 228.83896934986115 45.517593026161194 83.67945384979248 86.678244471549988 96.30359411239624
leaf_count=4213 88 33 31 56 39 26 125 20 34 57 58
internal_value=0 0.000181349 0.000815503 0.0012958 1.90535e-05 0.000576501 -0.000182469 -0.000568218 -4.03339e-05 -0.000592216 0.00112599
internal_weight=0 1031.09 210.11 161.254 820.982 217.988 602.995 374.156 215.875 132.196 181.913
internal_count=4780 567 120 87 447 123 324 199 111 77 97
is_linear=0
shrinkage=0.06


Tree=957
num_leaves=12
num_cat=0
split_feature=40 92 116 96 5 121 32 63 104 62 83
split_gain=0.0109231 0.0435613 0.0337235 0.0433154 0.0756917 0.0945616 0.0740669 0.0552424 0.0804048 0.0592082 0.0541934
threshold=0.00060774214216507982 0.4073652476072312 0.0044099434744566688 0.00066645268816500913 0.0044099434744566688 0.0035485138650983576 0.002945306478068233 0.00244467705488205 0.0021592099219560628 0.0018488886416889729 0.045367386192083366
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 10 -9 -10 -5
right_child=-2 -3 -4 6 5 -7 -8 8 9 -11 -12
leaf_value=-0.00013732773927121593 -3.771138352422306e-05 0.0016618849035610211 0.00059571841637182956 0.00080580922739087251 -0.00032783889724310658 -0.0041009625183692057 -0.0015594941495702757 0.00066173469266650041 -0.0036955634754627796 -0.00058270047443496648 -0.00071893760894981235
leaf_weight=892.1448233127594 7103.872741818428 63.36004364490509 368.7050279378891 669.72507083415985 57.777146697044373 40.796064853668213 75.98418390750885 99.252287030220032 36.074536681175232 56.368898034095764 95.939007520675659
leaf_count=392 3770 14 174 214 30 23 38 33 26 22 44
internal_value=0 0.000109073 6.79547e-05 -2.81832e-05 -0.000311654 -0.00188941 0.000243594 0.000386702 -0.000524181 -0.00179744 0.000614756
internal_weight=0 2456.13 2392.77 2024.06 990.718 98.5732 1033.34 957.36 191.696 92.4434 765.664
internal_count=4780 1010 996 822 445 53 377 339 81 48 258
is_linear=0
shrinkage=0.06


Tree=958
num_leaves=12
num_cat=0
split_feature=93 8 104 4 17 40 87 17 51 129 34
split_gain=0.0117176 0.0352338 0.036967 0.0582984 0.102514 0.0487478 0.0350075 0.0348157 0.0404313 0.0337163 0.061845
threshold=0.021960759535431865 0.0027679565828293566 0.0021592099219560628 0.0023699469165876512 0.00057154725072905432 0.0098710241727530974 0.0011615398107096555 0.0038949446752667431 0.0018488886416889729 0.000490355829242617 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 7 -2 8 -4 10 -8
right_child=1 2 5 -5 -6 -7 9 -9 -10 -11 -12
leaf_value=-3.0576708180128864e-05 0.00061104056462116826 -0.00030115763854669895 0.00065958326524935584 0.00062197661547893919 -0.0033599407351306999 0.0015314778483997077 0.00055717923967690602 -0.0012386042569743864 -0.00062448160335039783 0.00069000954823957418 -0.0020454922904396596
leaf_weight=7888.5412257909775 681.38764691352844 114.30328917503357 219.32076644897461 77.367383718490601 60.229057431221008 76.845552682876587 60.386301875114441 80.001587748527527 147.74362182617188 81.749374151229858 72.124024510383606
leaf_count=4297 155 35 59 22 32 25 15 31 52 29 28
internal_value=0 0.000144308 -0.000151679 -0.000748983 -0.00135671 0.000135508 0.000400694 -0.000104444 0.000142746 -0.000268251 -0.000859428
internal_weight=0 1671.46 775.811 251.9 174.532 523.912 895.647 447.066 367.064 214.26 132.51
internal_count=4780 483 256 89 67 167 227 142 111 72 43
is_linear=0
shrinkage=0.06


Tree=959
num_leaves=12
num_cat=0
split_feature=104 44 107 136 0 62 135 77 31 72 67
split_gain=0.0117531 0.033815 0.02395 0.0446879 0.0429569 0.0227943 0.0394336 0.0152536 0.0420463 0.0693079 0.0621774
threshold=0.066585760563611998 0.00090704852482303988 0.048151826485991485 0.00040826165059115743 0.0023699469165876512 0.0023699469165876512 0.0013986918493174019 0.00096484774257987748 0.0014427106943912806 0.00082683752407319855 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 -4 6 -3 8 10 -10 -1
right_child=1 5 3 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=0.00012789160354805443 0.0013709593059684842 -0.0015885985934586319 -0.00068454295020427074 0.00020979378357791227 -0.0032197115767627488 0.00074857354522258094 0.00073679880835124357 -5.6663822817986878e-05 -0.00077956547229862205 0.00079722925480538425 -0.00063237826612278175
leaf_weight=2265.0603464841843 86.131364583969116 63.385092496871948 77.731970310211182 115.71153783798218 34.848581314086914 72.64585554599762 44.81346869468689 5638.363490819931 121.68407022953033 572.50305891036987 467.12099504470825
leaf_count=861 36 38 36 43 25 25 16 3109 65 282 244
internal_value=0 0.000392502 -1.1276e-05 -0.000618233 -0.00146929 -7.35118e-05 -0.00062547 4.00997e-06 0.000103854 0.000520833 -2.09172e-06
internal_weight=0 266.976 9293.02 228.292 112.581 180.844 108.199 9064.73 3426.37 694.187 2732.18
internal_count=4780 115 4665 104 61 79 54 4561 1452 347 1105
is_linear=0
shrinkage=0.06


Tree=960
num_leaves=12
num_cat=0
split_feature=93 112 73 61 144 58 116 50 68 125 83
split_gain=0.0104882 0.0376334 0.154717 0.0292672 0.0403858 0.048351 0.040314 0.0421609 0.0365188 0.0341267 0.0333431
threshold=0.021960759535431865 0.010829726699739696 0.00042089859198313212 0.0019071503775194289 0.0013146653072908523 0.0081988852471113222 0.0044099434744566688 0.010500331409275534 0.0058306583669036635 0.00090704852482303988 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 10 8 7 -5 -6 -8 -2
right_child=3 2 -4 6 5 -7 9 -9 -10 -11 -12
leaf_value=-1.2682709765229993e-05 0.0009246898659201274 -0.0038036200967758414 0.00063062786712436551 0.00019585368061451845 -0.0013472228299357479 -0.0027611752413186645 -0.0015762452698158146 0.0013385096367750512 0.00091054472063685336 0.00026658967524673946 -6.8895109119954985e-05
leaf_weight=7769.1518218517303 144.92712450027466 46.221717357635498 73.167686581611633 242.43162512779236 56.029360294342041 40.091940522193909 54.621111631393433 223.33817028999329 47.787210464477539 107.12985026836395 755.10221338272095
leaf_count=4251 36 24 22 71 32 19 24 52 15 36 198
internal_value=0 -2.89283e-05 -0.0010861 0.000136529 -5.81287e-05 -0.000991411 0.000460359 0.000743761 -0.000307963 -0.000355711 9.10968e-05
internal_weight=0 7888.54 119.389 1671.46 1043.94 143.909 627.521 465.77 103.817 161.751 900.029
internal_count=4780 4297 46 483 300 66 183 123 47 60 234
is_linear=0
shrinkage=0.06


Tree=961
num_leaves=12
num_cat=0
split_feature=67 29 78 32 36 148 68 50 58 140 47
split_gain=0.0102865 0.0320206 0.0639309 0.0315961 0.0170583 0.0154233 0.0564529 0.036751 0.0246846 0.0244183 0.0477965
threshold=0.0044099434744566688 0.0068083447404205808 0.010500331409275534 0.00043393640953581786 0.0012357163941487672 0.08153740689158441 0.000490355829242617 0.0033348383149132137 0.0035485138650983576 0.00017767510871635753 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -5 9 -7 8 -8 10 -1
right_child=1 2 -4 4 -6 6 7 -9 -10 -11 -12
leaf_value=4.3944033391755782e-05 0.0013632339398387153 0.0022379626999898118 -0.00059049893683721193 -0.0015319974008587702 -7.4809721476369582e-05 0.0025827706578196068 -1.4216726550542883e-05 0.0010328237910380181 -0.0021102135455921393 -6.6304225507690635e-06 -0.0014225064385807074
leaf_weight=205.20627963542938 53.055618524551392 72.64585554599762 47.629966020584106 31.874839544296265 312.04668986797333 38.161860823631287 52.011956453323364 69.150282740592957 33.100794911384583 8513.9635127782822 131.15217542648315
leaf_count=116 33 25 32 26 210 14 39 29 27 4146 83
internal_value=0 0.000260229 0.00111787 3.8018e-07 -0.000209863 -1.48853e-05 0.000516535 5.38607e-06 -0.000829361 -2.64395e-05 -0.000527851
internal_weight=0 517.253 120.276 396.977 343.922 9042.75 192.425 154.263 85.1128 8850.32 336.358
internal_count=4780 326 57 269 236 4454 109 95 66 4345 199
is_linear=0
shrinkage=0.06


Tree=962
num_leaves=12
num_cat=0
split_feature=89 60 89 61 1 115 98 123 148 43 30
split_gain=0.010237 0.030432 0.0455335 0.0647818 0.0452982 0.0312689 0.0296442 0.0478869 0.0583497 0.056166 0.0542983
threshold=0.00062670491752214741 0.079227816313505187 0.00043393640953581786 0.00087947337306104611 0.0032328735105693345 0.0016846025246195497 0.00096484774257987748 0.00082683752407319855 0.0060143163427710542 0.00085274505545385193 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -2 8 10 -9 -8
right_child=6 -3 3 4 -6 -7 7 9 -10 -11 -12
leaf_value=1.0047393547784927e-05 -0.00016465650868211111 -0.0013672580819214461 -0.0023794265199139244 -0.0027242045750734221 0.00053525664917982167 -0.00055819416633384148 0.0005587842944211255 0.00050482982113560834 0.001176112131274889 -0.00048620013823373154 -0.0017099884508595578
leaf_weight=6963.9273418188095 847.73908758163452 61.115475058555603 66.723420858383179 30.648884177207947 126.40559840202332 110.49322748184204 119.38940393924713 405.53378665447235 354.17585682868958 418.15792691707611 55.689822554588318
leaf_count=3142 599 43 51 25 62 73 46 252 169 276 42
internal_value=0 -3.39523e-05 -2.27872e-05 -0.000706835 -0.000289709 -0.00102854 0.00011354 0.000287854 0.000733171 1.72043e-06 -0.000162875
internal_weight=0 7359.31 7298.2 334.271 267.548 141.142 2200.69 1352.95 529.255 823.692 175.079
internal_count=4780 3396 3353 211 160 98 1384 785 257 528 88
is_linear=0
shrinkage=0.06


Tree=963
num_leaves=12
num_cat=0
split_feature=110 120 99 3 107 71 11 17 92 71 24
split_gain=0.00977422 0.0416181 0.042818 0.073943 0.0409523 0.0868033 0.127 0.117775 0.0999425 0.0593971 0.0816082
threshold=0.00085274505545385193 0.000490355829242617 0.013439828064292671 0.00038414125447161501 0.0035485138650983576 0.072653736919164671 0.0010263677686452868 0.00066645268816500913 0.00099512818269431613 0.030689206905663017 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 9 -7 8 -8 10 -6
right_child=-2 2 3 -5 5 6 7 -9 -10 -11 -12
leaf_value=0.00011771499392749999 -6.3538884389794336e-05 0.00025332544356292136 0.0025697958794270274 -0.00059329496035983383 0.00066763687351297028 0.00010155645690159008 -0.0023969653132120839 -0.00080799724240837383 -0.0071962519125142212 0.00078760242856512749 -0.00066141222548409147
leaf_weight=3225.8378163576126 4559.1901813745499 339.1499035358429 83.49716055393219 39.048278450965881 232.15224885940552 123.5891010761261 37.118198752403259 66.176540970802307 26.971018075942993 240.70888757705688 586.5604966878891
leaf_count=1792 2078 191 27 25 114 46 20 30 22 97 338
internal_value=0 5.79278e-05 0.000600653 0.0015619 2.72455e-06 -0.00027973 -0.00127624 -0.00258342 -0.00441668 -4.09487e-05 -0.00028455
internal_weight=0 5000.81 461.695 122.545 4539.11 1313.28 253.855 130.266 64.0892 1059.42 818.713
internal_count=4780 2702 243 52 2459 667 118 72 42 549 452
is_linear=0
shrinkage=0.06


Tree=964
num_leaves=12
num_cat=0
split_feature=51 72 87 15 87 34 17 14 150 63 91
split_gain=0.0102777 0.026528 0.0668573 0.0503605 0.0342172 0.0327414 0.0474407 0.0271296 0.0334199 0.0399247 0.037424
threshold=0.013032016810029747 0.0012357163941487672 0.0058306583669036635 0.0044099434744566688 0.00038414125447161501 0.0015833032084628942 0.00077738583786413084 0.0095705352723598498 0.0011615398107096555 0.00244467705488205 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7 8 -3 10 -10
right_child=1 7 -4 5 -6 6 -8 -9 9 -11 -12
leaf_value=-2.1630823241721762e-05 -0.0011673735388206454 0.0012265290410460883 0.0015277835853317425 0.0011978419753580711 -0.0039278229398984144 -0.0023024189696190015 0.00037793109247596528 -0.00067694847481101128 0.00024708154432977853 -0.00025720887142721395 0.0017915082071137394
leaf_weight=8528.907368183136 47.447672724723816 164.93204581737518 55.142942667007446 44.109344363212585 24.519107341766357 41.682482481002808 55.325235962867737 81.252591967582703 158.09814465045929 270.70374512672424 87.879150986671448
leaf_count=4213 25 90 21 12 20 34 28 56 81 166 34
internal_value=0 0.000178924 -0.000334324 -0.00081621 -0.00210786 -0.000157496 -0.000773767 0.000359384 0.000482922 0.000245552 0.000798852
internal_weight=0 1031.09 268.227 213.084 71.9668 141.117 97.0077 762.866 681.613 516.681 245.977
internal_count=4780 567 140 119 45 74 62 427 371 281 115
is_linear=0
shrinkage=0.06


Tree=965
num_leaves=12
num_cat=0
split_feature=146 1 128 39 40 43 20 50 122 35 50
split_gain=0.0101099 0.0526151 0.0640434 0.0801278 0.0767899 0.0489775 0.048916 0.0482218 0.0366271 0.047858 0.125038
threshold=0.013439828064292671 0.0032328735105693345 0.0014427106943912806 0.0027679565828293566 0.0056525857653468856 0.00055427959887310873 0.0010263677686452868 0.021960759535431865 0.0032328735105693345 0.0010585968848317864 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 6 -5 -6 -3 -4 9 -2 -11
right_child=1 2 7 4 5 -7 -8 -9 -10 10 -12
leaf_value=-2.7632613474059261e-05 0.00086751656682590504 -0.0017216471597524398 0.00019281567965972519 0.0027676550542297105 -0.00090093714511247345 0.0014784036948658425 0.00096364454959730434 -0.0021866089128587166 -0.001351971373732129 7.0403245464953522e-05 -0.0022336175925463412
leaf_weight=7962.9237215518951 179.77570581436157 48.673628091812134 172.28777801990509 118.50298631191254 46.404010653495789 94.713052153587341 49.013165831565857 37.30049204826355 79.844343304634094 673.55323004722595 97.007718443870544
leaf_count=3974 61 26 96 35 31 43 16 27 48 361 62
internal_value=0 0.000137775 0.000602022 0.00109045 0.0016416 0.000695997 -0.000374335 -0.000230651 -0.000117695 -1.39944e-05 -0.000219655
internal_weight=0 1597.08 566.895 357.307 259.62 141.117 97.6868 209.588 1030.18 950.337 770.561
internal_count=4780 806 274 151 109 74 42 123 532 484 423
is_linear=0
shrinkage=0.06


Tree=966
num_leaves=12
num_cat=0
split_feature=146 146 108 115 116 28 144 24 58 125 116
split_gain=0.00987045 0.0712035 0.0717988 0.100692 0.0767325 0.0708367 0.0661242 0.0576693 0.0803641 0.123878 0.122068
threshold=0.0018488886416889729 0.00244467705488205 0.0016846025246195497 0.00055427959887310873 0.0044099434744566688 0.00052132029668428015 0.0072436286136507997 0.0022975050378590827 0.0081988852471113222 0.00017767510871635753 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -7 8 -3 -10 -11
right_child=1 7 3 5 -6 6 -8 -9 9 10 -12
leaf_value=9.7232048244579129e-05 0.00031155954020059957 -5.6535391920489741e-05 -0.0044098198027896071 0.00030780215050868373 -0.00097908215887654564 -0.0020449484089300951 0.00095454271976295807 0.00016048227191291152 -0.003504909682490532 0.00026245725098549477 -0.0021982279918524687
leaf_weight=2697.8726887702942 190.49481523036957 1891.6449365615845 50.603707790374756 160.18546879291534 43.769806623458862 134.83004152774811 32.918501615524292 3968.3158894777298 60.229057431221008 221.0936017036438 108.04131674766541
leaf_count=1262 104 1036 31 69 22 86 20 1966 32 81 71
internal_value=0 -3.82272e-05 -0.000655431 -0.00109162 -0.00281867 -0.00059461 -0.00145634 2.22952e-05 -0.000218111 -0.0010031 -0.000545283
internal_weight=0 6862.13 612.802 422.308 94.3735 327.934 167.749 6249.32 2281.01 389.364 329.135
internal_count=4780 3518 332 228 53 175 106 3186 1220 184 152
is_linear=0
shrinkage=0.06


Tree=967
num_leaves=12
num_cat=0
split_feature=104 5 104 61 95 14 11 115 145 35 102
split_gain=0.0115918 0.0595941 0.0461129 0.0574672 0.0525367 0.0637934 0.0518411 0.0989478 0.0357883 0.0593405 0.0602885
threshold=0.015200819820165636 0.014740333426743748 0.01884530205279589 0.0021592099219560628 0.00077738583786413084 0.0010585968848317864 0.0014427106943912806 0.00085274505545385193 0.010500331409275534 0.0016846025246195497 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 -2 -6 -4 -8 -5 10 -10
right_child=1 -3 3 8 5 -7 7 -9 9 -11 -12
leaf_value=-2.7676631464397621e-05 -0.00035408274418544322 -0.0015270151146487057 4.016969486900698e-05 0.00088757480776444715 0.0019609949366104561 -0.0001941005657329382 -0.0038807349724325059 -0.0004451966457189672 -0.0017114906428468842 0.0007385369608650797 0.00045311085102003223
leaf_weight=8132.8347353935242 92.261141419410706 71.784486770629883 211.12871432304382 284.29640090465546 169.26393854618073 69.854407072067261 42.204313516616821 105.92894375324249 105.40711271762848 192.39984607696533 82.635791778564453
leaf_count=4140 41 38 90 112 49 33 31 59 62 85 40
internal_value=0 0.000157718 0.000246946 4.7858e-05 0.00086215 0.00133142 -0.00056355 -0.00142401 0.000378297 -2.27555e-06 -0.000760253
internal_weight=0 1427.17 1355.38 1024 331.379 239.118 359.262 148.133 664.739 380.443 188.043
internal_count=4780 640 602 479 123 82 180 90 299 187 102
is_linear=0
shrinkage=0.06


Tree=968
num_leaves=12
num_cat=0
split_feature=77 118 23 110 31 35 108 24 78 108 108
split_gain=0.0101952 0.0429862 0.075356 0.0547103 0.0504094 0.0605104 0.0951005 0.122919 0.0686418 0.0928499 0.0653428
threshold=0.00096484774257987748 0.00042089859198313212 0.012636432424187662 0.00096484774257987748 0.0010918468469753864 0.0012357163941487672 0.079227816313505187 0.0032328735105693345 0.0042751494329422721 0.011169348377734424 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 7 10 9 -9 -7
right_child=-2 2 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=3.4090797665924924e-05 -5.0184406556301807e-05 0.0014732244033603577 -0.00017829990066466582 0.00028992718042883663 0.00043181746673509472 -0.0023482016359290883 0.0019128471145938432 -9.1928589358124496e-05 0.0011616462395238791 -0.0032454519172072679 -0.00043723049437516238
leaf_weight=1483.7733372449875 5772.986190199852 277.28020644187927 435.40339994430542 285.49730741977692 621.72356688976288 201.371169090271 48.491334795951843 186.97419357299805 110.80771636962891 40.978358149528503 94.713052153587341
leaf_count=556 3164 96 201 89 329 130 19 84 39 30 43
internal_value=0 7.65019e-05 0.000414391 0.000872937 -4.44355e-05 -0.000181068 -0.000648257 -0.000843882 -6.33551e-05 -0.000658828 -0.00173691
internal_weight=0 3787.01 998.181 562.778 2788.83 2167.11 683.336 634.844 338.76 227.953 296.084
internal_count=4780 1616 386 185 1230 901 345 326 153 114 173
is_linear=0
shrinkage=0.06


Tree=969
num_leaves=12
num_cat=0
split_feature=35 115 46 81 67 21 12 117 42 71 43
split_gain=0.0104518 0.0491166 0.0581927 0.0555076 0.0818161 0.0489996 0.0469216 0.0675509 0.0681378 0.0451023 0.0439626
threshold=0.0048403022810816774 0.0011980500421486797 0.00017767510871635753 0.016668972559273246 0.00044738779251929378 0.001792412775103003 0.00087947337306104611 0.0036604277556762104 0.00075379351619631063 0.012636432424187662 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 -4 10 7 8 -3 -2 -6
right_child=1 6 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-4.0326433677520273e-05 -0.0023269108104024849 -0.00084558952479956882 0.0022446335571173009 -0.00019199176866859945 0.0021110499115529501 -0.00043052204302921357 3.4912889616772847e-05 -1.845653363672525e-05 -0.0049662084985468424 0.00046471763385442887 -2.4818389795060384e-05
leaf_weight=6764.8689365386963 41.500189185142517 32.918501615524292 151.76102566719055 155.64623391628265 84.201284885406494 115.37200009822845 2000.3082797527313 86.83548891544342 25.745062708854675 41.83972692489624 59.00310206413269
leaf_count=3216 27 20 45 79 31 53 1200 40 21 17 31
internal_value=0 9.75994e-05 0.000554824 0.000772785 0.00113874 0.000489676 -4.07572e-05 -0.00108106 -0.00265396 -0.00092541 0.00123103
internal_weight=0 2795.13 649.324 565.984 410.337 258.576 2145.81 145.499 58.6636 83.3399 143.204
internal_count=4780 1564 283 239 160 115 1281 81 41 44 62
is_linear=0
shrinkage=0.06


Tree=970
num_leaves=12
num_cat=0
split_feature=104 47 144 43 85 107 136 0 78 107 126
split_gain=0.0115285 0.0296747 0.0246603 0.0314127 0.0233708 0.0199724 0.0392185 0.0343992 0.0290069 0.0145298 0.0540332
threshold=0.066585760563611998 0.10820819064974786 0.00096484774257987748 0.0081988852471113222 0.0012357163941487672 0.048151826485991485 0.00040826165059115743 0.0023699469165876512 0.000490355829242617 0.029773407615721229 0.0003614811430452392
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 9 7 -7 -8 -1 -11
right_child=1 -3 4 -5 -6 6 8 -9 -10 10 -12
leaf_value=-1.1373379412333961e-05 -0.001491947884079875 0.0014284630608735955 0.0016573441164256446 0.00057418217578212476 -0.00031908621529576228 -0.00066046916158885483 -0.00078535125843873059 -0.0029291059750802145 0.0011166962312313738 -0.00082744502985922154 0.00092618472186916853
leaf_weight=8760.1411992311478 61.455012798309326 72.124024510383606 47.265379428863525 46.561255097389221 39.570109486579895 77.731970310211182 55.142942667007446 34.848581314086914 60.568595170974731 89.626937389373779 214.96382486820221
leaf_count=4453 33 28 18 14 22 36 21 25 22 32 76
internal_value=0 0.000388733 3.87827e-06 -0.000601326 0.000756704 -1.11678e-05 -0.000565436 -0.00136271 0.000210265 2.79131e-06 0.000410173
internal_weight=0 266.976 194.852 108.016 86.8355 9293.02 228.292 112.581 115.712 9064.73 304.591
internal_count=4780 115 87 47 40 4665 104 61 43 4561 108
is_linear=0
shrinkage=0.06


Tree=971
num_leaves=12
num_cat=0
split_feature=46 144 142 19 71 108 147 81 58 79 51
split_gain=0.0106817 0.0483068 0.064767 0.0596916 0.13885 0.171642 0.0955763 0.0754562 0.064996 0.0690067 0.0944471
threshold=0.0038949446752667431 0.0038949446752667431 0.055838862434029586 0.00096484774257987748 0.10522961243987085 0.0022975050378590827 0.00017767510871635753 0.00017767510871635753 0.0020932231564074759 0.00017767510871635753 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 -8 -10 -11
right_child=1 -3 -4 -5 5 -7 8 -9 9 10 -12
leaf_value=5.96959989358164e-05 0.0025995530840247764 0.00030665856154519301 0.0013917031756735007 -9.2172548121206529e-05 -0.004937252238687833 5.9608127275130982e-05 -0.0023090668821777087 -1.5957631096217267e-05 0.0013499635466815768 -0.0036351532567448562 -0.00033022937625607125
leaf_weight=5069.0874186754227 53.734694004058838 973.54770839214325 92.96526575088501 2775.2080723047256 57.255315661430359 43.587513327598572 94.398563265800476 152.12561225891113 58.116684436798096 39.230571746826172 150.74241244792938
leaf_count=2398 13 592 45 1421 33 15 77 59 20 32 75
internal_value=0 -6.73815e-05 -0.000170909 -0.000213331 -0.000731268 -0.00277745 -0.00035497 0.000666756 -0.000969102 -0.000459242 -0.00101272
internal_weight=0 4490.91 3517.36 3424.4 649.191 100.843 548.349 205.86 342.488 248.09 189.973
internal_count=4780 2382 1790 1745 324 48 276 72 204 127 107
is_linear=0
shrinkage=0.06


Tree=972
num_leaves=12
num_cat=0
split_feature=109 146 87 91 51 70 59 73 142 44 65
split_gain=0.0101243 0.030088 0.0267192 0.0369134 0.042102 0.0265681 0.025828 0.0224209 0.0190612 0.0147266 0.0467335
threshold=0.037906534969806678 0.0010263677686452868 0.00070876078098081063 0.0018488886416889729 0.0058306583669036635 0.00082683752407319855 0.0038949446752667431 0.0010585968848317864 0.018276390619575981 0.0038949446752667431 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 5 4 7 -3 -5 -4 -8 -1 -11
right_child=1 2 3 6 -6 -7 8 -9 -10 10 -12
leaf_value=5.0770741049452796e-05 0.0015994712249827144 -0.00033469388310244247 -0.0033369925814918993 0.0014152843874736417 5.6277389213049028e-05 0.0014136257860225734 -0.0012138364782856505 -0.0009168913996724609 0.00065258107168595064 -0.00025986314672779055 0.00018064838985187726
leaf_weight=5332.5857247114182 54.621111631393433 49.377752423286438 30.648884177207947 53.916987299919128 58.481271028518677 85.427240252494812 39.752402782440186 25.040938377380371 39.048278450965881 2448.9467002153397 1342.1525409221649
leaf_count=2702 24 30 25 20 34 32 29 17 25 1172 670
internal_value=0 0.000282351 9.38687e-05 -0.000277075 -0.00106808 0.000773233 0.000403391 -0.00224879 -0.000288966 -1.35027e-05 -0.00010391
internal_weight=0 436.315 381.694 246.889 114.171 134.805 132.718 55.6898 78.8007 9123.68 3791.1
internal_count=4780 236 212 150 76 62 74 42 54 4544 1842
is_linear=0
shrinkage=0.06


Tree=973
num_leaves=12
num_cat=0
split_feature=103 127 51 82 71 98 54 17 44 31 83
split_gain=0.0108497 0.0363524 0.0422917 0.0243514 0.014537 0.063843 0.0603297 0.0503822 0.0708588 0.0826991 0.0913908
threshold=0.016164712607860569 0.00052132029668428015 0.0005375427135732026 0.0010918468469753864 0.045367386192083366 0.00043393640953581786 0.055838862434029586 0.00057154725072905432 0.0010918468469753864 0.0016846025246195497 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 -6 7 -7 9 10 -9
right_child=1 -3 3 -5 5 6 -8 8 -10 -11 -12
leaf_value=-5.259656273034041e-05 0.0020167793296078686 -0.0005134631165344387 -0.00083563010892549782 0.00081804781924665611 0.0020881619032541363 0.00042119616072378756 -0.0017910199692956583 0.0002975085846267179 6.4956790945927914e-05 0.0007087398297524742 -0.0031879953371075813
leaf_weight=7151.238316655159 70.011651515960693 115.00741350650787 50.943245530128479 86.470902323722839 58.116684436798096 1020.5375504493713 60.750888466835022 39.387816190719604 766.94013142585754 53.916987299919128 86.678244471549988
leaf_count=3884 16 39 21 26 20 346 29 15 307 20 57
internal_value=0 0.000342129 0.000816512 0.000204983 -1.19418e-05 0.000127409 7.12253e-05 0.000128727 -0.000186478 -0.00125789 -0.00209899
internal_weight=0 322.433 207.426 137.414 9237.57 2086.33 2028.21 1967.46 946.923 179.983 126.066
internal_count=4780 102 63 47 4678 794 774 745 399 92 72
is_linear=0
shrinkage=0.06


Tree=974
num_leaves=12
num_cat=0
split_feature=65 115 99 99 93 71 115 46 63 71 9
split_gain=0.010047 0.0617598 0.0608739 0.0177561 0.0474848 0.0966869 0.0962028 0.124534 0.0853074 0.0498519 0.057236
threshold=0.10820819064974786 0.0063990866765379914 0.023343417793512348 0.023343417793512348 0.00068727668258361529 0.27827766537666326 0.00017767510871635753 0.0028552538715302949 0.00099512818269431613 0.025578102096915249 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 7 -6 -8 10 -10
right_child=1 -3 -4 4 6 -7 8 -9 9 -11 -12
leaf_value=3.3540955910378862e-05 -0.0031639945506780924 0.0010393198551122307 4.689783557078082e-06 -0.00016740929289558358 -0.00063566141068104075 0.0024826304174783605 -0.0016207946065203973 -0.0045476092196995296 -0.0013994285497223244 0.0012728098006731766 0.00122049944016597
leaf_weight=8567.6662065982819 41.500189185142517 57.073022365570068 46.039424061775208 305.55232644081116 80.001587748527527 59.160346508026123 100.66053569316864 46.221717357635498 78.800681233406067 128.83246028423309 48.491334795951843
leaf_count=4296 27 26 17 191 31 14 41 24 54 40 19
internal_value=0 -0.000496314 -0.0014975 7.62298e-06 -0.000254322 0.000262456 -0.000644534 -0.00206818 -0.000140878 0.00044075 -0.000401378
internal_weight=0 144.613 87.5396 9415.39 847.721 364.713 483.008 126.223 356.785 256.124 127.292
internal_count=4780 70 44 4710 414 205 209 55 154 113 73
is_linear=0
shrinkage=0.06


Tree=975
num_leaves=12
num_cat=0
split_feature=4 93 65 91 96 121 27 93 140 145 133
split_gain=0.0100981 0.0252018 0.0218102 0.0528161 0.0182312 0.0328375 0.0190144 0.0142184 0.0309295 0.0363017 0.0250398
threshold=0.010180860292166473 0.010829726699739696 0.10820819064974786 0.000490355829242617 0.00080172589514404546 0.016164712607860569 0.0010585968848317864 0.18012819439172748 0.0038949446752667431 0.00017767510871635753 0.022641776129603389
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 -4 -2 6 -6 10 -9 -10 -1
right_child=1 -3 3 -5 5 -7 -8 8 9 -11 -12
leaf_value=-4.7747138790224344e-05 0.0014275016936455417 -0.00047398606010856426 0.00029472507271909753 -0.0021805894467682549 -0.0012295162653540236 0.0020288202030562855 0.00031761453587687377 0.0011594486761038571 -0.0011220039700802465 0.00040799997819285228 0.00033071366417751155
leaf_weight=7969.3860847949982 72.82814884185791 106.42572593688965 70.376238107681274 55.507529258728027 37.30049204826355 33.258039355278015 122.57048785686493 118.84252405166626 75.437304019927979 214.75648272037506 683.31077527999878
leaf_count=4130 32 32 30 35 27 10 76 25 17 45 321
internal_value=0 0.000306301 -1.24147e-05 -0.000796747 0.000618541 0.000313486 -4.33562e-05 -1.51888e-06 0.000344154 1.02679e-05 -1.78598e-05
internal_weight=0 372.383 9187.62 125.884 265.957 193.129 159.871 9061.73 409.036 290.194 8652.7
internal_count=4780 177 4603 65 145 113 103 4538 87 62 4451
is_linear=0
shrinkage=0.06


Tree=976
num_leaves=12
num_cat=0
split_feature=104 59 92 121 141 63 87 8 112 105 93
split_gain=0.0106886 0.0515294 0.0579896 0.0617591 0.0709358 0.0774952 0.0609909 0.0518468 0.0515368 0.0479072 0.0468829
threshold=0.015200819820165636 0.00064626874518580746 0.00099512818269431613 0.012636432424187662 0.0026833302108570938 0.0016846025246195497 0.0010263677686452868 0.00087947337306104611 0.0019071503775194289 0.0011261500185355546 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 6 5 -5 10 -4 9 -2 -3
right_child=1 2 7 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-2.6576606095474927e-05 0.00019360759582451583 0.00029480523028953731 -0.0015173000843469739 -1.9048572431191133e-05 0.0011970421339978347 -0.0031355306730760776 0.00030384850238339889 0.0001110212655569262 -0.0023905701887260268 -0.002242390767061524 0.0022310101579854839
leaf_weight=8132.8347353935242 175.07922649383545 59.889519691467285 84.044040441513062 93.304803490638733 89.966475129127502 41.500189185142517 185.74823820590973 433.4733202457428 47.96950376033783 34.848581314086914 181.34119892120361
leaf_count=4140 88 42 48 35 22 27 83 196 22 25 52
internal_value=0 0.000151449 0.000320769 0.000697292 -0.000107704 -0.000978469 0.00112106 -0.000153416 -0.000616222 -0.000210775 0.00175032
internal_weight=0 1427.17 1169.27 651.75 224.771 134.805 426.979 517.517 257.897 209.928 241.231
internal_count=4780 640 505 261 84 62 177 244 135 113 94
is_linear=0
shrinkage=0.06


Tree=977
num_leaves=12
num_cat=0
split_feature=60 51 45 88 35 33 121 65 116 95 94
split_gain=0.0102953 0.0418348 0.0598973 0.0496276 0.0762294 0.0893746 0.111094 0.0628754 0.0394521 0.0548783 0.0461252
threshold=0.004017772153019906 0.0011261500185355546 0.014293605927377941 0.0014881226234138014 0.0010585968848317864 0.013860232196748258 0.0021592099219560628 0.00017767510871635753 0.0016846025246195497 0.00077738583786413084 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 -8 -6 10 -10
right_child=1 3 -4 -5 8 -7 7 -9 9 -11 -12
leaf_value=-2.8573418698752907e-05 0.00083319334736140546 -0.00073230591781546278 -0.0012498837774114018 0.00034187458221301883 0.00089292583666413384 0.00079176200991863471 -0.005818135496429744 -0.0020791050851194622 0.0025566615012536618 -0.00091114057036256225 -0.00049636958220232994
leaf_weight=7896.9614740610123 439.44585263729095 90.173817276954651 56.029360294342041 567.51713955402374 132.35308194160461 51.465076565742493 33.100794911384583 31.692546248435974 35.892243385314941 189.99803304672241 35.370412349700928
leaf_count=3814 218 53 32 367 60 18 27 19 19 131 22
internal_value=0 0.000135681 0.000597635 -6.03565e-05 -0.000440782 -0.00137461 -0.00209407 -0.00398925 4.8967e-05 -0.000378577 0.00104132
internal_weight=0 1663.04 495.475 1167.56 600.046 206.432 154.967 64.7933 393.614 261.261 71.2627
internal_count=4780 966 250 716 349 117 99 46 232 172 41
is_linear=0
shrinkage=0.06


Tree=978
num_leaves=12
num_cat=0
split_feature=18 102 29 23 52 60 121 43 80 135 49
split_gain=0.00993289 0.0378123 0.0451383 0.0487784 0.043694 0.0210999 0.0461347 0.0564159 0.056034 0.0503011 0.0589523
threshold=0.0081988852471113222 0.0016846025246195497 0.007706565549597145 0.0049928687512874612 0.0079489401541650313 0.00085274505545385193 0.00046126570669002836 0.00055427959887310873 0.00017767510871635753 0.0027679565828293566 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 -1 -7 -8 -9 -10 -11
right_child=1 -3 -4 4 -6 6 7 8 9 10 -12
leaf_value=5.652127229624686e-05 0.00098801792085611629 -0.00018945116423053028 0.0016630492555893175 -0.0018955444861059275 0.00098725120959429523 0.00016242913170353139 -0.001381830810188204 0.0010252830182452077 -0.00056178419674483197 -0.00016949508460119386 0.001172599829218524
leaf_weight=5449.7444627285004 110.65047192573547 367.73651242256165 113.44192039966583 56.211653590202332 28.536511182785034 1222.3915990591049 160.05327320098877 123.77139437198639 1085.0345002412796 700.78863930702209 141.63889384269714
leaf_count=2455 56 252 48 39 13 771 110 53 611 301 71
internal_value=0 0.000221611 0.000711063 0.000158372 -0.000924846 -1.68783e-05 -0.000133374 -0.000296893 -0.000212238 -0.000291705 5.61538e-05
internal_weight=0 676.577 308.841 195.399 84.7482 8883.42 3433.68 2211.29 2051.23 1927.46 842.428
internal_count=4780 408 156 108 52 4372 1917 1146 1036 983 372
is_linear=0
shrinkage=0.06


Tree=979
num_leaves=12
num_cat=0
split_feature=93 93 131 105 70 77 27 113 103 144 69
split_gain=0.0102244 0.0305168 0.0545488 0.0948693 0.122049 0.140434 0.0912552 0.12013 0.114079 0.108159 0.0926078
threshold=0.021960759535431865 0.0048403022810816774 0.0020292587578296666 0.0036604277556762104 0.0010918468469753864 0.00096484774257987748 0.001792412775103003 0.0011980500421486797 0.0012357163941487672 0.00052132029668428015 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 7 -3 9 -9 -8
right_child=-2 2 -4 4 5 -7 10 8 -10 -11 -12
leaf_value=3.3945090783037251e-05 0.0001348008936037456 0.00051888544775046872 0.00020587845321736392 0.0013399232026652639 0.0007184181664697042 -0.0022045246923703358 -0.00074681086618693824 -0.00024434661884438843 -0.0040393656767869412 -0.0035614234343739875 -0.0035079811341703591
leaf_weight=6160.2558906078339 1671.4586064815521 222.84138810634613 608.55254673957825 189.40105545520782 121.65902137756348 115.21475565433502 88.061444282531738 206.04259955883026 46.925841689109802 42.726144552230835 86.860537767410278
leaf_count=3521 483 79 284 62 41 70 41 79 28 28 64
internal_value=0 -2.85622e-05 -0.000251362 -0.000499862 0.000204542 -0.000703293 -0.000932866 -0.000533103 -0.0013259 -0.000814056 -0.00211792
internal_weight=0 7888.54 1728.29 1119.73 426.275 236.874 693.458 518.536 295.695 248.769 174.922
internal_count=4780 4297 776 492 173 111 319 214 135 107 105
is_linear=0
shrinkage=0.06


Tree=980
num_leaves=12
num_cat=0
split_feature=37 150 21 103 80 12 93 23 75 52 21
split_gain=0.00938589 0.0356548 0.0573438 0.0560613 0.0570669 0.0554482 0.0521508 0.0449469 0.0921242 0.0838639 0.0734395
threshold=0.0011261500185355546 0.0068083447404205808 0.0012745757703669371 0.00037263428384903824 0.0028552538715302949 0.0016846025246195497 0.0070226341485977182 0.036783467978239066 0.0013146653072908523 0.0033348383149132137 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 4 -4 -5 -6 8 -2 -9 -10
right_child=1 2 3 5 6 -7 -8 9 10 -11 -12
leaf_value=-4.1134486974720724e-05 -0.00066521098826643208 0.0019948628799865281 -0.0015902837009995484 0.0010660913165893074 -0.00076738204121156177 -0.00084849968173042142 0.0014522921934809253 0.0030814864399827057 0.00046786197449903547 0.00016906452954985082 -0.0004261114796392759
leaf_weight=6464.9997024536133 710.33189105987549 78.071508049964905 94.555807709693909 310.87778353691101 80.366174340248108 66.019296526908875 72.463562250137329 46.039424061775208 980.01702296733856 156.87218928337097 499.38547003269196
leaf_count=3105 391 26 60 96 45 47 18 17 587 80 308
internal_value=0 8.59239e-05 0.000461797 0.000270075 -0.00043173 0.000730721 0.000285067 -2.44125e-05 -0.000103575 0.000829876 0.000166093
internal_weight=0 3095 702.354 624.283 247.386 376.897 152.83 2392.65 2189.73 202.912 1479.4
internal_count=4780 1675 292 266 123 143 63 1383 1286 97 895
is_linear=0
shrinkage=0.06


Tree=981
num_leaves=12
num_cat=0
split_feature=51 99 90 39 19 107 136 110 69 11 47
split_gain=0.00982717 0.0268651 0.0295308 0.0373567 0.0821976 0.0260974 0.0308989 0.0273453 0.046723 0.044855 0.0280913
threshold=0.013032016810029747 0.057509137317538268 0.000490355829242617 0.00040826165059115743 0.00060774214216507982 0.0045489775948226461 0.00068727668258361529 0.0058306583669036635 0.0045489775948226461 0.00747153488919139 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 9 10 -5
right_child=1 -3 -4 5 -6 6 -8 -9 -10 -11 -12
leaf_value=-2.1151381536736996e-05 0.00024334113214422758 0.0014260128461893488 0.00092980813026118081 0.00071750397126059537 -0.003120581496939299 0.0010697350181647831 -0.00058580901204226211 -0.0016608892960250246 0.00092902675681293221 0.0010497355630351281 -0.00098465366131859954
leaf_weight=8528.907368183136 67.402496337890625 58.298977732658386 133.23949956893921 41.317895889282227 42.726144552230835 167.35890769958496 53.577449560165405 38.004616379737854 140.41293847560883 63.906923532485962 224.84661436080933
leaf_count=4213 31 27 71 20 28 68 30 31 70 35 156
internal_value=0 0.000174958 9.99833e-05 -3.17122e-05 -0.00106175 0.000123802 0.000668263 -0.000112764 1.22904e-05 -0.000377691 -0.00072042
internal_weight=0 1031.09 972.793 839.554 110.129 729.425 220.936 508.489 470.484 330.071 266.165
internal_count=4780 567 540 469 59 410 98 312 281 211 176
is_linear=0
shrinkage=0.06


Tree=982
num_leaves=12
num_cat=0
split_feature=15 132 101 115 143 110 109 127 144 101 107
split_gain=0.00975794 0.0434059 0.0588466 0.0878889 0.0838489 0.0845153 0.0801591 0.11101 0.0511287 0.0496753 0.0675511
threshold=0.0058306583669036635 0.00038414125447161501 0.018276390619575981 0.00244467705488205 0.0034400182776153092 0.0014881226234138014 0.0045489775948226461 0.00044738779251929378 0.00039601318712811922 0.0014881226234138014 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -4 -6 7 -5 -7 -2 -11
right_child=1 -3 4 6 5 8 -8 -9 -10 10 -12
leaf_value=-6.4276523304682498e-05 -0.00010168471759667729 -0.00020698036857238946 -0.0029228739791261641 0.0030203758775724605 0.0010034109797933521 -0.0033589879519694637 0.0004251635673786085 8.0979578698364414e-06 -6.1520423726603237e-05 -0.00091301567980170114 0.00062798618665370169
leaf_weight=4500.1982254981995 1734.1827210187912 1552.4129351377487 50.603707790374756 119.72894167900085 97.164962887763977 34.848581314086914 419.46598017215729 69.67211377620697 32.918501615524292 116.78024876117706 832.02291262149811
leaf_count=2393 726 934 31 36 45 25 188 26 20 61 295
internal_value=0 5.71677e-05 0.000174083 0.00023697 -0.00078638 -0.00013087 0.000887767 0.00191229 -0.00175721 8.92799e-05 0.000438317
internal_weight=0 5059.8 3507.39 3291.85 215.536 164.932 608.867 189.401 67.7671 2682.99 948.803
internal_count=4780 2387 1453 1332 121 90 250 62 45 1082 356
is_linear=0
shrinkage=0.06


Tree=983
num_leaves=12
num_cat=0
split_feature=104 8 148 69 146 73 87 132 150 132 36
split_gain=0.0104474 0.0510532 0.0235156 0.0246317 0.0144476 0.0114027 0.0260617 0.04984 0.0418108 0.039791 0.0645351
threshold=0.066585760563611998 0.00017767510871635753 0.0051502294372767219 0.00017767510871635753 0.0018488886416889729 0.007706565549597145 0.0030382014811038975 0.0017376682371832433 0.012252715881913902 0.00043393640953581786 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 -1 8 -8 9 10 -7
right_child=1 2 4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-4.2795871285106488e-05 0.0017831318811649944 -0.0018466687174630728 0.0011382612342012142 0.00019715120937512397 -0.00021620447986014669 -0.00040981378296981802 -0.0016211404362735757 0.00019877846761803483 0.0017855558567900207 -2.7191886634959802e-05 0.0012594879044144022
leaf_weight=7529.5394505262375 68.446158409118652 44.473930954933167 55.66477370262146 40.613771557807922 57.777146697044373 126.40559840202332 85.112751364707947 149.01967489719391 58.8208087682724 1099.2171822786331 244.90858471393585
leaf_count=3528 25 26 18 16 30 62 66 101 24 787 97
internal_value=0 0.000370057 -0.000117122 -0.00087112 0.000448418 -1.06312e-05 0.000126702 -0.000462806 0.000216951 0.000154207 0.000691212
internal_weight=0 266.976 198.53 85.0877 113.442 9293.02 1763.48 234.132 1529.35 1470.53 371.314
internal_count=4780 115 90 42 48 4665 1137 167 970 946 159
is_linear=0
shrinkage=0.06


Tree=984
num_leaves=12
num_cat=0
split_feature=32 1 107 127 131 107 137 88 125 99 120
split_gain=0.0103359 0.0400434 0.0415183 0.0557875 0.0567499 0.0567116 0.0658322 0.0741735 0.055377 0.049632 0.0473589
threshold=0.00087947337306104611 0.091400381177663817 0.0092791137285530585 0.00087947337306104611 0.0005893622583243997 0.020035739988088611 0.00093549740267917525 0.00093549740267917525 0.0022975050378590827 0.0030382014811038975 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 6 7 -5 -4 10 -6
right_child=1 -3 3 5 9 -7 -8 -9 -10 -11 -12
leaf_value=5.6726706745951386e-05 -0.00018488708992869422 0.0012409730222216349 0.00067441444297954998 -0.004099598370743137 0.0025543088352737056 0.00064990396512063615 -8.66406434491143e-05 -0.00025184199815204544 -0.0016328801625542645 0.000179245761691268 0.000773715124696334
leaf_weight=5233.2902913093567 3438.6322191953659 82.453498482704163 91.896554827690125 40.978358149528503 108.69534337520599 124.11093211174011 110.65047192573547 32.214377284049988 63.202799201011658 127.44926047325134 106.42572593688965
leaf_count=2460 1969 33 27 30 27 43 56 16 31 56 32
internal_value=0 -6.86127e-05 -9.40542e-05 0.000293647 0.000686405 -0.000341072 -0.00101007 -0.00240608 -0.000265805 0.00111752 0.0016734
internal_weight=0 4326.71 4244.26 805.624 497.67 307.954 183.843 73.1927 155.099 342.57 215.121
internal_count=4780 2320 2287 318 173 145 102 46 58 115 59
is_linear=0
shrinkage=0.06


Tree=985
num_leaves=12
num_cat=0
split_feature=11 141 112 43 129 76 107 9 33 36 69
split_gain=0.00959431 0.058864 0.0661613 0.0549203 0.0492199 0.0485416 0.0402211 0.0394878 0.037232 0.0292321 0.0212512
threshold=0.020658296532928947 0.022641776129603389 0.00244467705488205 0.024810968898236755 0.00093549740267917525 0.0005893622583243997 0.00087947337306104611 0.0005375427135732026 0.0081988852471113222 0.0005375427135732026 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -4 -6 -9
right_child=1 -3 8 -5 9 -7 7 10 -10 -11 -12
leaf_value=-1.8560516811650958e-05 0.00048552152405801529 0.0019957790224729823 -0.0027954577399094661 0.0019216485008038344 0.00096261481001063071 0.0010429388816858879 -0.0027151667099312047 -4.390849013829979e-06 -0.00028508159538986319 -0.00010100525688537716 -0.0020001309457015281
leaf_weight=8727.8015776872635 47.447672724723816 60.568595170974731 42.022020220756531 64.064167976379395 215.71804690361023 51.647369861602783 59.367688655853271 55.325235962867737 43.065682291984558 163.54884600639343 29.422928810119629
leaf_count=4317 25 22 24 18 128 25 45 28 18 106 24
internal_value=0 0.000194656 5.32781e-05 0.000248869 7.67099e-05 -0.000589546 -0.00102968 -0.00152853 -0.00152487 0.000503957 -0.000697273
internal_weight=0 832.198 771.63 686.542 622.478 243.211 191.564 144.116 85.0877 379.267 84.7482
internal_count=4780 463 441 399 381 147 122 97 42 234 52
is_linear=0
shrinkage=0.06


Tree=986
num_leaves=12
num_cat=0
split_feature=29 46 94 11 68 47 37 93 43 37 38
split_gain=0.00972376 0.0341917 0.0646455 0.0873297 0.0624017 0.0772723 0.120322 0.0938289 0.0480265 0.0653146 0.0775456
threshold=0.027182282879948619 0.040252277627587325 0.00066645268816500913 0.00017767510871635753 0.024810968898236755 0.0027679565828293566 0.00044738779251929378 0.0014881226234138014 0.0019672545604407792 0.00017767510871635753 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7 9 10 -4
right_child=1 -3 8 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-2.2754582000391666e-05 0.0015482658892754079 0.00099519417563394448 0.0022892744868585487 0.00067827060913940452 -1.6687524275435153e-05 -0.0021859979435438956 -0.00093816203730229979 -0.007190788493628828 -0.00028403282061104286 3.9393538219410792e-05 -0.00016134108745780392
leaf_weight=8375.655995965004 53.734694004058838 153.87339866161346 144.06575572490692 33.962163686752319 112.5805516242981 26.971018075942993 71.784486770629883 26.971018075942993 262.0719598531723 229.70033812522888 68.628451704978943
leaf_count=4249 13 57 49 14 61 22 38 22 111 112 32
internal_value=0 0.00016092 3.63432e-05 -0.000662245 -0.00109851 -0.00186119 -0.00254717 -0.00468839 0.000359627 0.000740927 0.00149855
internal_weight=0 1184.34 1030.47 326.004 272.269 159.689 125.727 53.942 704.467 442.395 212.694
internal_count=4780 531 474 170 157 96 82 44 304 193 81
is_linear=0
shrinkage=0.06


Tree=987
num_leaves=12
num_cat=0
split_feature=60 83 53 120 69 135 102 11 25 127 98
split_gain=0.00994298 0.0389958 0.061171 0.0701066 0.0433604 0.0411573 0.054009 0.0524299 0.0484226 0.0394484 0.0461938
threshold=0.004017772153019906 0.057509137317538268 0.0072436286136507997 0.00082683752407319855 0.0063990866765379914 0.0037758676335215573 0.0012357163941487672 0.013860232196748258 0.0079489401541650313 0.0025217677466571335 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 9 10 -4
right_child=1 -3 5 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-2.8080296168985897e-05 0.00037359483785239254 0.0013765125793403937 -0.0017676285499813591 0.0019038122327122823 -0.00055267571851340261 0.0018570628385380715 -0.00073065627279788052 0.00014326062989535119 0.00019174302347781051 -0.00051448569625858222 -0.0044258357284033796
leaf_weight=7896.9614740610123 797.92160201072693 86.131364583969116 81.434885263442993 90.513355016708374 235.67287051677704 53.212862968444824 63.906923532485962 120.11857712268829 51.12553882598877 49.899583458900452 33.100794911384583
leaf_count=3814 483 36 63 43 134 16 35 74 28 27 27
internal_value=0 0.00013334 6.5437e-05 0.000302613 0.000162393 -0.000523369 0.000445063 -0.000861258 -0.00142101 -0.00192245 -0.00253585
internal_weight=0 1663.04 1576.91 1124.11 1033.59 452.799 117.12 335.679 215.561 164.435 114.536
internal_count=4780 966 930 660 617 270 51 219 145 117 90
is_linear=0
shrinkage=0.06


Tree=988
num_leaves=12
num_cat=0
split_feature=32 25 78 145 140 133 118 148 15 43 36
split_gain=0.00954392 0.0388255 0.0393522 0.0538902 0.0495055 0.048529 0.060963 0.0560778 0.0770686 0.0491843 0.0480244
threshold=0.00087947337306104611 0.072653736919164671 0.010500331409275534 0.0072436286136507997 0.00060774214216507982 0.0025217677466571335 0.0032328735105693345 0.014740333426743748 0.0058306583669036635 0.0012745757703669371 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -4 7 8 -7 -9 -5
right_child=-2 -3 3 10 -6 6 -8 9 -10 -11 -12
leaf_value=-0.00081189255988699163 -6.5931683164508257e-05 -0.0016381440251812052 4.5072430983893184e-05 -0.0019382480246759929 4.4049424677327217e-05 0.00087063853008913781 -0.00065607496523967224 -0.00054795365202562946 0.002959008549888282 0.00158697126820295 0.00028159967077660651
leaf_weight=259.14831578731537 4326.7095409631729 48.334090352058411 329.88914048671722 60.593644022941589 3967.1789833307266 141.29935610294342 69.514869332313538 89.834279537200928 115.71153783798218 68.446158409118652 83.339916110038757
leaf_count=160 2320 36 204 46 1715 81 43 63 43 25 44
internal_value=0 5.45101e-05 7.0289e-05 0.000417361 -8.4349e-06 0.000606449 0.000988441 0.00126371 0.00181087 0.000375265 -0.000652919
internal_weight=0 5233.29 5184.96 958.629 4226.33 814.695 484.806 415.291 257.011 158.28 143.934
internal_count=4780 2460 2424 549 1875 459 255 212 124 88 90
is_linear=0
shrinkage=0.06


Tree=989
num_leaves=12
num_cat=0
split_feature=95 19 104 51 143 35 50 108 10 25 150
split_gain=0.00984188 0.0402617 0.0543857 0.0359192 0.0624223 0.048461 0.0435602 0.0464861 0.0858217 0.0979016 0.0411536
threshold=0.0072436286136507997 0.00017767510871635753 0.0015833032084628942 0.0015833032084628942 0.0063990866765379914 0.0019672545604407792 0.015200819820165636 0.017724351026117805 0.00068727668258361529 0.0026833302108570938 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 10 8 -8 -10 -3
right_child=1 3 -4 4 5 -7 7 -9 9 -11 -12
leaf_value=-2.6591988116361012e-05 -0.0030084029817838464 5.4126114468996757e-05 0.00016318509580244713 0.0004624043752396599 -0.001572967428987541 -0.00014558021012885434 0.0012904309925044748 0.00091278710512070649 -0.003576463897308679 0.00065367088790648669 0.0013332091294056339
leaf_weight=8028.2138448953629 33.622625946998596 134.46545493602753 46.221717357635498 420.01286005973816 123.45690548419952 279.4426771402359 43.587513327598572 89.626937389373779 52.533787488937378 31.510252952575684 277.30525529384613
leaf_count=3993 24 72 24 209 87 156 15 32 36 12 120
internal_value=0 0.000139371 -0.00117238 0.000211506 -4.94089e-05 -0.000582962 0.000552841 -0.000134544 -0.000870014 -0.00199048 0.000915519
internal_weight=0 1531.79 79.8443 1451.94 822.912 402.9 629.029 217.258 127.632 84.044 411.771
internal_count=4780 787 48 739 452 243 287 95 63 48 192
is_linear=0
shrinkage=0.06


Tree=990
num_leaves=12
num_cat=0
split_feature=40 12 107 83 113 101 39 107 88 11 77
split_gain=0.0100194 0.0320961 0.0569146 0.0629677 0.0707624 0.0755261 0.0552267 0.113173 0.0715997 0.0461008 0.056269
threshold=0.00060774214216507982 0.0033348383149132137 0.0079489401541650313 0.0054799309000372895 0.0011980500421486797 0.0042751494329422721 0.00040826165059115743 0.010829726699739696 0.0010918468469753864 0.0030382014811038975 0.007706565549597145
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 -6 7 -4 -9 10 -1
right_child=-2 -3 6 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-0.00062607153041160663 -3.6117787795517724e-05 -0.00042724956219410804 -0.0026404149337510463 0.00084608618978764905 -0.0035852079358185888 0.00029985746498212041 0.00041520584343848619 -0.00045726733870499713 0.0015855212391992885 0.0017643391058996462 0.0011817991246099613
leaf_weight=195.0090012550354 7103.872741818428 350.3908439874649 77.210139274597168 682.68874883651733 39.048278450965881 33.440332651138306 397.89556574821472 457.0809611082077 71.419900178909302 61.090426206588745 90.852892756462097
leaf_count=70 3770 231 39 228 25 17 143 181 24 19 33
internal_value=0 0.000104464 0.00019294 0.000490604 -8.79846e-05 -0.00179296 -0.000133946 -0.000494687 -0.000181211 0.000268234 -5.14924e-05
internal_weight=0 2456.13 2105.74 1102.13 419.441 72.4886 1003.61 605.711 528.501 346.952 285.862
internal_count=4780 1010 779 392 164 42 387 244 205 122 103
is_linear=0
shrinkage=0.06


Tree=991
num_leaves=12
num_cat=0
split_feature=23 29 53 133 120 150 93 58 45 108 150
split_gain=0.0103325 0.034056 0.0797997 0.0488434 0.0802487 0.0834221 0.0474801 0.0377131 0.0332799 0.0426405 0.0419264
threshold=0.0056525857653468856 0.015675474889576439 0.0072436286136507997 0.0095705352723598498 0.00043393640953581786 0.0019672545604407792 0.00096484774257987748 0.0020932231564074759 0.0010263677686452868 0.0034400182776153092 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -3 9 10 -2
right_child=8 6 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00012537054640031085 -0.00031656581238417229 0.0029576351068391943 -0.0013090702764083206 0.00053215967609749227 0.00036066472625485873 -0.0045544709353087139 0.00016554067216650449 0.00051598828078774093 6.5079559800619861e-06 -0.0011777580314295145 0.0014592236547983257
leaf_weight=2789.2905589342117 522.44623100757599 49.717290163040161 114.17109358310699 63.724630236625671 67.924327373504639 38.004616379737854 182.22761654853821 42.022020220756531 5441.3381171226501 196.44229876995087 52.691031932830811
leaf_count=1501 272 20 76 28 28 31 63 24 2616 102 19
internal_value=0 8.49845e-05 2.784e-05 -0.000930643 -0.00135416 -0.00211958 0.00072598 0.00183922 -4.57837e-05 -0.000414555 -0.000153877
internal_weight=0 3347.08 3073.12 283.825 220.1 152.176 273.967 91.7393 6212.92 771.58 575.137
internal_count=4780 1771 1664 163 135 107 107 44 3009 393 291
is_linear=0
shrinkage=0.06


Tree=992
num_leaves=12
num_cat=0
split_feature=73 65 94 82 70 71 83 8 115 65 24
split_gain=0.00984547 0.0266104 0.0303951 0.031362 0.0296323 0.0273277 0.0247188 0.0241502 0.025149 0.0213962 0.0394588
threshold=0.007706565549597145 0.0016846025246195497 0.0012745757703669371 0.0049928687512874612 0.010500331409275534 0.15819545835256579 0.010180860292166473 0.0044099434744566688 0.031632266007363803 0.00077738583786413084 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 7 4 6 9 -4 8 -3 -2 -11
right_child=1 2 3 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=-2.9252508752053839e-05 8.460770593935901e-05 -0.0013713158713038304 -0.00066954611873457266 0.00063894946740500173 0.0010130243410973231 0.0014117772051066041 -0.0020229793052576849 0.0013483746519387255 0.00067027701527061728 -7.7374934677623881e-05 0.0015071965074163333
leaf_weight=7767.2745963335037 966.24207389354706 36.778661012649536 211.72569191455841 68.106620669364929 29.762466549873352 71.941731214523315 63.045554757118225 65.654709935188293 53.055618524551392 110.67552077770233 115.73658668994904
leaf_count=3626 634 30 159 35 14 21 48 33 33 80 67
internal_value=0 0.000126741 -0.000230965 -0.000524992 -0.000785298 0.000276129 -0.000980088 0.000473692 -0.000165563 0.000207626 0.000732621
internal_weight=0 1792.73 528.129 372.64 304.534 1264.6 274.771 155.489 89.8343 1192.65 226.412
internal_count=4780 1154 352 256 221 802 207 96 63 781 147
is_linear=0
shrinkage=0.06


Tree=993
num_leaves=12
num_cat=0
split_feature=103 8 23 103 142 49 65 107 146 73 7
split_gain=0.00991658 0.0452381 0.0313903 0.0132079 0.0498195 0.0646856 0.0580915 0.0505132 0.0739647 0.0681088 0.0498172
threshold=0.016164712607860569 0.0048403022810816774 0.0081988852471113222 0.00096484774257987748 0.015675474889576439 0.00064626874518580746 0.00060774214216507982 0.0014427106943912806 0.0041444667149335155 0.0044099434744566688 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 7 -6 8 -5 -9 -10
right_child=1 -3 -4 4 6 -7 -8 9 10 -11 -12
leaf_value=1.7711756938308399e-05 0.0012123136840221092 -0.00090288325495471711 -0.00024732998867807855 -0.0036757645683940139 -0.00043739502559513819 0.00058755506668481795 0.0015258742408091276 -0.00022146395797169956 0.00077381441172344283 -0.0023199661936245323 -0.002118225874654274
leaf_weight=7930.3378063440323 163.13416171073914 80.705712080001831 78.593339085578918 43.952099919319153 99.095042586326599 211.4933009147644 119.91123497486115 686.39166378974915 43.587513327598572 60.593644022941589 42.204313516616821
leaf_count=4105 44 35 23 29 50 104 43 255 15 46 31
internal_value=0 0.000327086 0.000737737 -1.14168e-05 -0.000188126 -0.000354293 0.000637542 -0.000581495 -0.00167428 -0.000391689 -0.000648892
internal_weight=0 322.433 241.728 9237.57 1307.23 1088.22 219.006 876.729 129.744 746.985 85.7918
internal_count=4780 102 67 4678 573 480 93 376 75 301 46
is_linear=0
shrinkage=0.06


Tree=994
num_leaves=12
num_cat=0
split_feature=55 6 84 123 51 49 87 81 72 78 138
split_gain=0.00985937 0.0205099 0.0281945 0.018644 0.0400204 0.0457408 0.0719918 0.038337 0.0341995 0.0309877 0.0357244
threshold=0.00040826165059115743 0.00055427959887310873 0.0032328735105693345 0.0010263677686452868 0.00017767510871635753 0.000490355829242617 0.00017767510871635753 0.0015833032084628942 0.011169348377734424 0.0026833302108570938 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 6 -5 -2 9 -9 -11
right_child=3 2 -4 4 -6 -7 -8 8 -10 10 -12
leaf_value=-1.3590881105635612e-05 -0.0011521956050851948 -3.0705260264296556e-05 -0.0022613582287463979 0.00023724087000951061 -0.00019388026768154282 -0.00108202984536857 0.0038726551986378041 -0.00059378312966444906 -0.00031250308386390871 0.0016085555287374425 -0.00011328870369324085
leaf_weight=8278.372740149498 46.586303949356079 49.195459127426147 34.848581314086914 46.404010653495789 654.94960606098175 26.971018075942993 33.962163686752319 38.526447415351868 96.146349668502808 198.52962291240692 55.507529258728027
leaf_count=3923 38 23 25 31 476 22 14 28 75 90 35
internal_value=0 -2.30587e-05 -0.000955638 0.000161013 -1.78838e-05 0.00105601 0.00177354 0.000474295 0.000669227 0.000991857 0.00123233
internal_weight=0 8362.42 84.044 1197.58 762.287 107.337 80.3662 435.296 388.71 292.564 254.037
internal_count=4780 3971 48 809 543 67 45 266 228 153 125
is_linear=0
shrinkage=0.06


Tree=995
num_leaves=12
num_cat=0
split_feature=114 84 94 50 91 150 40 36 12 114 107
split_gain=0.00947172 0.0143279 0.025292 0.0323901 0.0347077 0.0328453 0.015074 0.0438744 0.0410167 0.101091 0.0456241
threshold=0.013860232196748258 0.0060143163427710542 0.0062037324532866487 0.0045489775948226461 0.00017767510871635753 0.0028552538715302949 0.00060774214216507982 0.0060143163427710542 0.0033348383149132137 0.0019071503775194289 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -6 7 8 9 10 -1
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.0004384362080646231 0.00021171284012110552 -0.003024269614176389 0.00055417790691632577 0.00036018260865731922 -6.8786895921342636e-05 -0.0025417595864070924 -5.0393816365617085e-05 -0.0012555480462750541 -0.00070169229229475932 0.0019016088796399726 -0.00016203750029366497
leaf_weight=941.94421136379242 704.66689622402191 33.100794911384583 65.13287889957428 57.777146697044373 68.28891396522522 26.971018075942993 6401.1359252929688 79.14021897315979 173.17419564723969 126.56284284591675 882.10478937625885
leaf_count=323 496 27 36 30 42 22 3279 44 107 45 329
internal_value=0 -1.68471e-05 -0.00046345 -0.000819536 -0.00135055 -0.000768962 -3.80467e-06 0.000131571 0.000183261 0.000261826 0.000148049
internal_weight=0 8855.33 251.271 186.138 128.361 95.2599 8604.06 2202.93 2123.79 1950.61 1824.05
internal_count=4780 4284 157 121 91 64 4127 848 804 697 652
is_linear=0
shrinkage=0.06


Tree=996
num_leaves=12
num_cat=0
split_feature=93 112 73 8 107 135 45 117 9 101 32
split_gain=0.00986981 0.0294171 0.125123 0.0287876 0.0350667 0.0467738 0.0411088 0.0311896 0.0304003 0.0396463 0.0529136
threshold=0.021960759535431865 0.010829726699739696 0.00042089859198313212 0.0027679565828293566 0.0092791137285530585 0.00044738779251929378 0.0026833302108570938 0.016668972559273246 0.00057154725072905432 0.00096484774257987748 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 7 -2 9 10 -5
right_child=3 2 -4 8 5 -7 -8 -9 -10 -11 -12
leaf_value=-1.3699370824027134e-05 0.00066437412123433954 -0.0034065720415163521 0.00058110259905876495 -0.0028804935251323738 -0.0010040610520207791 0.0003931042826661705 0.0013917043980097524 -0.00064703082555677761 0.0002182601023572195 -3.8122749588191335e-05 -0.00045335838467083528
leaf_weight=7769.1518218517303 218.43434882164001 46.221717357635498 73.167686581611633 50.421414494514465 127.60650491714478 266.22155928611755 190.26242423057556 93.122510194778442 411.53831923007965 223.70275688171387 90.148768424987793
leaf_count=4251 48 24 22 24 39 63 49 28 137 66 29
internal_value=0 -2.80625e-05 -0.000962729 0.000132442 0.00036419 -5.95993e-05 0.000696781 0.000272403 -0.000135102 -0.000534315 -0.00132395
internal_weight=0 7888.54 119.389 1671.46 895.647 393.828 501.819 311.557 775.811 364.273 140.57
internal_count=4780 4297 46 483 227 102 125 76 256 119 53
is_linear=0
shrinkage=0.06


Tree=997
num_leaves=12
num_cat=0
split_feature=51 8 119 44 107 142 94 69 75 84 124
split_gain=0.0100093 0.0207912 0.0406741 0.0268719 0.0332541 0.0364501 0.0276554 0.0563409 0.0490875 0.0395332 0.0317717
threshold=0.013032016810029747 0.0015833032084628942 0.0003614811430452392 0.001792412775103003 0.0045489775948226461 0.00096484774257987748 0.0070226341485977182 0.00099512818269431613 0.00064626874518580746 0.0005893622583243997 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 7 10 -9 -8 -5
right_child=1 3 -4 6 -6 -7 9 8 -10 -11 -12
leaf_value=-2.1346495197553046e-05 -0.00083190941200253206 -0.0013255436831126146 0.0010888578673045144 -0.0032823851328340004 0.0015415540112843633 0.00064638206838107937 -0.00038861294070537627 0.0013774738563517512 -0.00059265061052723512 0.0012709000025316066 -0.00050914884881926516
leaf_weight=8528.907368183136 159.16685557365417 40.978358149528503 52.873325228691101 32.396670579910278 116.23336887359619 191.19893956184387 93.1475590467453 69.48982048034668 132.03859305381775 116.07612442970276 27.492849111557007
leaf_count=4213 99 30 26 23 40 108 52 19 94 57 19
internal_value=0 0.000176572 -0.000352956 0.000313659 0.000713092 0.000298345 1.7963e-05 -0.000393503 8.66759e-05 0.000532076 -0.0020093
internal_weight=0 1031.09 212.04 819.052 348.411 232.177 470.642 261.418 201.528 209.224 59.8895
internal_count=4780 567 125 442 178 138 264 155 113 109 42
is_linear=0
shrinkage=0.06


Tree=998
num_leaves=12
num_cat=0
split_feature=77 77 12 88 136 118 140 10 19 1 107
split_gain=0.00959061 0.0398417 0.055518 0.0697478 0.0640571 0.0727579 0.0634798 0.0763667 0.0649673 0.062081 0.0522549
threshold=0.00096484774257987748 0.00044738779251929378 0.0013986918493174019 0.00093549740267917525 0.00068727668258361529 0.00042089859198313212 0.010180860292166473 0.0058306583669036635 0.0034400182776153092 0.0037758676335215573 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 10 8 -8 -7 -6 -3
right_child=-2 2 3 -5 9 6 7 -9 -10 -11 -12
leaf_value=-7.0733570228518309e-05 -4.8673620355664556e-05 0.0011596312212739429 -0.0018071937245652111 0.00016975200430963236 0.00015807058550807774 0.0035805037137576702 0.0015541892684841751 -0.00089230485203545642 0.0013189074536744153 -0.0023664304587977265 -0.00027189219382490635
leaf_weight=2435.9899735450745 5772.986190199852 143.02209365367889 85.63458240032196 257.21823608875275 173.48868453502655 72.463562250137329 120.95489704608917 74.054104208946228 123.92863881587982 43.952099919319153 256.30676960945129
leaf_count=997 3164 55 63 155 73 18 37 33 36 29 120
internal_value=0 7.41989e-05 0.000335522 -0.000324031 0.000559819 0.000810617 0.00139196 0.00062514 0.00215338 -0.000352216 0.000240817
internal_weight=0 3787.01 1351.02 342.853 1008.17 790.73 391.401 195.009 196.392 217.441 399.329
internal_count=4780 1616 619 218 401 299 124 70 54 102 175
is_linear=0
shrinkage=0.06


Tree=999
num_leaves=12
num_cat=0
split_feature=66 19 99 65 32 63 44 102 137 57 102
split_gain=0.0100955 0.0426107 0.0634803 0.0519103 0.0449911 0.0475963 0.0392202 0.0344055 0.0326458 0.0272944 0.0296884
threshold=0.00087947337306104611 0.00017767510871635753 0.00073092587990686308 0.0011261500185355546 0.00099512818269431613 0.0011615398107096555 0.0070226341485977182 0.0036604277556762104 0.00040826165059115743 0.0003614811430452392 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 5 -3 -7 9 -2 -4 -11
right_child=1 2 7 -5 -6 6 -8 -9 -10 10 -12
leaf_value=-2.2971296218818972e-05 -0.0023750071993092038 -0.00045597591044848528 -4.7145177470893643e-05 0.0025657359022867201 -0.001000918513660388 0.0023539426374053528 0.0004653371263159891 0.00055521365086060091 -6.4912935647298481e-05 -0.00210689037939927 -0.00031533116345941546
leaf_weight=8394.7814509868622 39.752402782440186 60.411350727081299 366.98229038715363 59.524933099746704 50.786001086235046 89.626937389373779 70.898069143295288 239.35073661804199 49.377752423286438 55.689822554588318 82.818085074424744
leaf_count=4131 29 39 200 28 38 32 27 137 30 42 47
internal_value=0 0.000165496 0.000269919 0.000960958 0.000609407 0.000979567 0.00151981 -3.74014e-05 -0.00109522 -0.000318006 -0.00103566
internal_weight=0 1165.22 1076.09 331.247 271.722 220.936 160.525 744.841 89.1302 505.49 138.508
internal_count=4780 649 590 164 136 98 59 426 59 289 89
is_linear=0
shrinkage=0.06


Tree=1000
num_leaves=12
num_cat=0
split_feature=53 10 2 112 14 136 142 110 53 10 45
split_gain=0.009904 0.0344479 0.0350295 0.0247362 0.0146764 0.011524 0.0322195 0.0453981 0.0763965 0.0778991 0.0668313
threshold=0.12945349514484408 0.0045489775948226461 0.0033348383149132137 0.00057154725072905432 0.00055427959887310873 0.0011261500185355546 0.00244467705488205 0.0072436286136507997 0.01884530205279589 0.004017772153019906 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 -1 -7 10 9 -9 -8
right_child=1 2 -4 -5 -6 6 7 8 -10 -11 -12
leaf_value=-3.5928491348249941e-05 -0.0011645937208069042 -0.00020458311280160461 -0.00084965585003237679 0.0021479020179228556 0.0015711195858524958 0.00063312529657629088 -0.00071592576308123531 -2.1673181795766352e-05 0.0004477908148517058 -0.0036250469499634723 0.00051721542850293204
leaf_weight=8046.1063932180405 40.274233818054199 42.908437848091125 36.596367716789246 59.864470839500427 27.492849111557007 366.77494823932648 221.84782373905182 36.935905456542969 77.549677014350891 52.011956453323364 551.63676881790161
leaf_count=4035 26 35 23 18 19 169 133 13 29 39 241
internal_value=0 0.000410366 0.000790502 0.00125128 0.000488858 -9.08831e-06 0.000156175 -2.9928e-05 -0.000928664 -0.00212873 0.000163531
internal_weight=0 207.136 166.862 130.266 70.4013 9352.86 1306.76 939.982 166.498 88.9479 773.485
internal_count=4780 121 95 72 54 4659 624 455 81 52 374
is_linear=0
shrinkage=0.06


Tree=1001
num_leaves=12
num_cat=0
split_feature=73 78 47 102 146 29 107 50 122 101 29
split_gain=0.009651 0.0235222 0.0579402 0.0606716 0.0512434 0.101373 0.0508604 0.079754 0.0463301 0.0671229 0.0445114
threshold=0.007706565549597145 0.0019071503775194289 0.040252277627587325 0.00073092587990686308 0.0015349716995842757 0.015675474889576439 0.020035739988088611 0.26590165495872503 0.00037263428384903824 0.00017767510871635753 0.0087224207818508166
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 -6 7 -3 9 -5 -8
right_child=-2 6 3 4 5 -7 10 -9 -10 -11 -12
leaf_value=0.00019338042988103007 0.00012548332266931018 -0.0001405546145218419 0.00032342004893304153 -0.00036840004319049844 -0.0042219457191493212 -0.00033709354468507526 -0.00096527556811597552 -0.0022768193320752798 0.00090087515626291481 -0.0033997940789920939 0.0010146671625987837
leaf_weight=2879.1206436157227 1792.7252359390259 4047.8137437105179 193.07892155647278 112.39825832843781 45.882179617881775 51.12553882598877 49.717290163040161 63.906923532485962 60.046764135360718 34.3267502784729 229.85758256912231
leaf_count=1057 1154 2185 65 54 34 28 20 35 25 28 95
internal_value=0 -2.89622e-05 9.01215e-05 -0.000508228 -0.00103681 -0.00217453 -0.000120512 -0.000173758 -0.000503051 -0.0010776 0.00066257
internal_weight=0 7767.27 3375.98 496.858 303.779 97.0077 4391.3 4111.72 206.772 146.725 279.575
internal_count=4780 3626 1291 234 169 62 2335 2220 107 82 115
is_linear=0
shrinkage=0.06


Tree=1002
num_leaves=12
num_cat=0
split_feature=89 60 107 46 1 47 87 96 43 150 4
split_gain=0.00996314 0.0235695 0.0252795 0.0220883 0.0745349 0.067608 0.062874 0.101232 0.0777182 0.0600257 0.0712671
threshold=0.00062670491752214741 0.079227816313505187 0.0010263677686452868 0.0038949446752667431 0.0012357163941487672 0.024066280573606495 0.016164712607860569 0.0010918468469753864 0.0019672545604407792 0.00899649551138282 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 9 -1 -8 -9 10 -5
right_child=-2 2 -4 4 -6 -7 7 8 -10 -11 -12
leaf_value=0.00011129340074270572 0.00011201085435413425 -7.7496309975005968e-05 -0.0025253721838989131 -0.00095509865917359086 9.2541203254628467e-05 0.00054112306513372384 0.00062846576612703088 -0.0010791138566043214 -0.0051909698211395809 -0.0021603377462791036 8.1681767621778973e-05
leaf_weight=3939.1392543315887 2200.685884475708 32.918501615524292 28.196973443031311 604.03836071491241 1954.2257093191147 192.21755278110504 55.84706699848175 39.048278450965881 28.718804478645325 90.356110572814941 394.60733509063721
leaf_count=1675 1384 20 23 318 974 78 25 25 20 60 178
internal_value=0 -3.34951e-05 -0.00120688 -2.36691e-05 -0.000140637 -0.000496301 6.94805e-05 -0.00126295 -0.00282166 -0.000679415 -0.000545423
internal_weight=0 7359.31 61.1155 7298.2 3235.45 1281.22 4062.75 123.614 67.7671 1089 998.646
internal_count=4780 3396 43 3353 1608 634 1745 70 45 556 496
is_linear=0
shrinkage=0.06


Tree=1003
num_leaves=12
num_cat=0
split_feature=93 93 83 32 23 54 132 117 63 42 44
split_gain=0.00944985 0.0270141 0.0631581 0.0491672 0.0953683 0.134322 0.203816 0.089379 0.0802593 0.0529999 0.0924745
threshold=0.021960759535431865 0.0048403022810816774 0.076978169381618514 0.00043393640953581786 0.012636432424187662 0.0012745757703669371 0.0011615398107096555 0.027182282879948619 0.00017767510871635753 0.0079489401541650313 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3 -5 10 -10
right_child=-2 2 -4 8 -6 6 -8 -9 9 -11 -12
leaf_value=3.1351783890464271e-05 0.00012959410178518677 -0.001821825561563689 -0.0021752101002106942 0.0019641640437200619 0.00025255629715619253 -0.0048354403307634148 0.00087526876696635112 0.0014712562561035464 0.00033609290998466246 0.00052012773945150892 -0.00093492390400420054
leaf_weight=6160.2558906078339 1671.4586064815521 59.524933099746704 58.481271028518677 71.941731214523315 190.99159741401672 74.6009840965271 32.214377284049988 59.160346508026123 376.03571128845215 349.40423095226288 455.93015229701996
leaf_count=3521 483 28 34 21 77 54 16 14 156 124 252
internal_value=0 -2.7459e-05 -0.000237082 -0.000169204 -0.000733988 -0.00156956 -0.00311315 -0.000180343 1.84815e-05 -0.000100004 -0.000360444
internal_weight=0 7888.54 1728.29 1669.8 416.492 225.501 106.815 118.685 1253.31 1181.37 831.966
internal_count=4780 4297 776 742 189 112 70 42 553 532 408
is_linear=0
shrinkage=0.06


Tree=1004
num_leaves=12
num_cat=0
split_feature=124 1 8 74 107 39 109 20 104 68 78
split_gain=0.00959599 0.0309644 0.0168462 0.0167619 0.0123376 0.0110909 0.0109474 0.0105269 0.0505471 0.0635679 0.0552805
threshold=0.051876978948712356 0.0079489401541650313 0.0013560238294303419 0.021960759535431865 0.00087947337306104611 0.0021592099219560628 0.004017772153019906 0.00070876078098081063 0.0092791137285530585 0.0058306583669036635 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 -2 6 -4 8 9 -1 -10
right_child=1 -3 5 -5 -6 -7 -8 -9 10 -11 -12
leaf_value=-5.0348202815161244e-05 0.00012677577362977434 0.002196291178390077 0.0014917521385416862 0.0011208631664365979 -0.0011608158459337822 -0.00022154466687647053 0.00013159159247010189 6.0125238826675814e-05 -0.00032475808003307692 -0.00062755878442173803 0.00052658987349237061
leaf_weight=3266.0188060998917 63.045554757118225 29.240635514259338 54.803404927253723 46.925841689109802 46.586303949356079 41.682482481002808 34.848581314086914 3830.1405682563782 399.66840100288391 869.78818666934967 877.25106561183929
leaf_count=1561 48 17 31 28 38 34 25 2028 165 432 373
internal_value=0 0.00035247 0.000128727 -1.02521e-05 -0.000420366 0.000587084 0.000963045 -1.59947e-05 -6.98586e-05 -0.000171739 0.000260123
internal_weight=0 270.207 240.966 9289.79 109.632 131.334 89.652 9242.87 5412.73 4135.81 1276.92
internal_count=4780 193 176 4587 86 90 56 4559 2531 1993 538
is_linear=0
shrinkage=0.06


Tree=1005
num_leaves=12
num_cat=0
split_feature=71 17 46 149 52 75 51 140 109 79 125
split_gain=0.00967098 0.0564186 0.0603758 0.137846 0.0968345 0.122105 0.0966366 0.08753 0.10979 0.0755441 0.0530833
threshold=0.045367386192083366 0.00057154725072905432 0.010829726699739696 0.0070226341485977182 0.0026012937305495147 0.00042089859198313212 0.0018488886416889729 0.00090704852482303988 0.0092791137285530585 0.0049928687512874612 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 7 10 -4 -2 -9 -7 -6
right_child=1 -3 3 -5 5 9 -8 8 -10 -11 -12
leaf_value=-3.2865101492138449e-05 -0.00087340351156483674 -0.00020628635607626431 -0.0032065096214996978 0.0013716193572656727 -0.00049080321928808915 -0.0034009265913554076 4.3010566374741338e-06 0.0018357220604052799 -0.00038556720134283213 0.00017696557538898557 0.0012505001957725606
leaf_weight=7373.1932871341705 70.558531403541565 1050.0356258153915 71.080362439155579 87.696857690811157 110.80771636962891 56.733484625816345 64.246461272239685 395.05401957035065 100.47824239730835 33.962163686752319 146.15307986736298
leaf_count=3952 37 442 34 27 39 36 25 103 34 14 37
internal_value=0 0.00011081 0.000403713 -0.00048137 0.00061974 -0.000168432 -0.00168218 0.00110378 0.00138531 -0.00206114 0.000499608
internal_weight=0 2186.81 1136.77 223.024 913.747 347.656 135.327 566.091 495.532 90.6956 256.961
internal_count=4780 828 386 86 300 126 59 174 137 50 76
is_linear=0
shrinkage=0.06


Tree=1006
num_leaves=12
num_cat=0
split_feature=72 9 106 136 71 69 34 51 29 76 112
split_gain=0.00931518 0.0333149 0.0873943 0.0511695 0.0462024 0.0606699 0.0381211 0.0730541 0.0853738 0.0878333 0.0972376
threshold=0.0095705352723598498 0.0010263677686452868 0.00099512818269431613 0.00038414125447161501 0.017724351026117805 0.00085274505545385193 0.0021592099219560628 0.0092791137285530585 0.0027679565828293566 0.00077738583786413084 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -4 8 9 10 -8
right_child=-2 2 6 -5 5 -7 7 -9 -10 -11 -12
leaf_value=3.2932113897278743e-05 0.00011585169781366753 0.0014055591223948042 0.00028889600674936514 -0.0012505137728658594 0.00083296820023705525 -0.0015074569946082539 -0.0019916214712817188 0.00012413090431064673 -0.00075902885271386536 -0.00020383802274269355 -0.0067206472641740522
leaf_weight=6051.2237659692764 1980.8502383232117 179.61846137046814 163.8633348941803 54.281573891639709 117.98115527629852 60.229057431221008 37.30049204826355 274.35656237602234 579.36200892925262 33.962163686752319 26.971018075942993
leaf_count=2836 1167 78 72 34 38 32 27 145 315 14 22
internal_value=0 -3.02784e-05 -0.000280619 0.000466056 0.000726454 4.19832e-05 -0.000556392 -0.000701895 -0.00103635 -0.00267193 -0.00397612
internal_weight=0 7579.15 1527.93 412.11 357.829 178.21 1115.82 951.952 677.596 98.2337 64.2715
internal_count=4780 3613 777 182 148 70 595 523 378 63 49
is_linear=0
shrinkage=0.06


Tree=1007
num_leaves=12
num_cat=0
split_feature=135 103 9 145 124 102 25 92 115 11 69
split_gain=0.00956675 0.0357472 0.0370016 0.0515973 0.0755811 0.0677746 0.0484973 0.036687 0.0468585 0.0655751 0.0708226
threshold=0.0037758676335215573 0.00087947337306104611 0.00068727668258361529 0.004017772153019906 0.0012745757703669371 0.0028552538715302949 0.00042089859198313212 0.00017767510871635753 0.00085274505545385193 0.0014427106943912806 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 -2 8 9 -3 -11
right_child=1 7 -4 5 -6 -7 -8 -9 -10 10 -12
leaf_value=-3.0522050943253803e-05 0.0010702622360926886 -0.00018839242679495683 2.8800614453419506e-05 -0.0012758370344898551 -7.1137999616379167e-05 0.0011084576516507993 0.0029211106221980992 8.9006497869151635e-05 0.00050690244361660758 -0.0041319170862749131 -0.00078717584697789286
leaf_weight=7595.7772353887558 119.72894167900085 99.069993734359741 592.0932959318161 87.539613246917725 112.5805516242981 84.201284885406494 88.740519762039185 613.24902606010437 75.80189061164856 44.473930954933167 46.743548393249512
leaf_count=3952 36 26 274 44 61 31 21 257 31 26 21
internal_value=0 0.000118031 0.000348474 0.000732564 0.0011816 -0.000106863 0.00185812 -0.000166278 -0.000754626 -0.00125716 -0.00241794
internal_weight=0 1964.22 1084.88 492.791 321.05 171.741 208.469 879.338 266.089 190.287 91.2175
internal_count=4780 828 467 193 118 75 57 361 104 73 47
is_linear=0
shrinkage=0.06


Tree=1008
num_leaves=12
num_cat=0
split_feature=44 33 28 37 9 113 75 108 20 140 75
split_gain=0.01024 0.0220794 0.0207628 0.0288152 0.0357325 0.0317765 0.0265608 0.0136126 0.0136105 0.0124285 0.0538193
threshold=0.04673989117145539 0.00077738583786413084 0.002945306478068233 0.00017767510871635753 0.00017767510871635753 0.0034400182776153092 0.0023699469165876512 0.0051502294372767219 0.00038414125447161501 0.00060774214216507982 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 4 -3 6 -5 -7 -6 10 -1
right_child=1 2 -4 5 8 7 -8 -9 -10 -11 -12
leaf_value=-0.0010951829574190892 0.0012747249938878378 -0.0010844774464556215 0.0011779835336028271 -0.0029304784738338257 0.0012632279882353905 0.00060167676037685197 -0.00036743438395184398 -0.00070591245199587308 0.00016327679838620387 5.7582582913545968e-06 6.9508999746064321e-05
leaf_weight=198.1900851726532 67.220203042030334 44.99576199054718 56.890729069709778 31.874839544296265 100.29594910144806 58.116684436798096 26.788724780082703 56.551191329956055 67.924327373504639 8339.820801615715 511.33053481578827
leaf_count=100 24 23 19 26 27 20 15 29 28 4117 352
internal_value=0 0.000261407 0.000107799 -4.9707e-05 0.000417371 -0.000624263 -0.00176006 -4.3192e-05 0.000819087 -1.47513e-05 -0.000255824
internal_weight=0 510.658 443.438 386.547 213.216 173.331 58.6636 114.668 168.22 9049.34 709.521
internal_count=4780 211 187 168 78 90 41 49 55 4569 452
is_linear=0
shrinkage=0.06


Tree=1009
num_leaves=12
num_cat=0
split_feature=95 127 117 150 34 22 104 92 121 133 61
split_gain=0.0094883 0.0369736 0.0526475 0.0376818 0.056076 0.0469372 0.0675444 0.0910301 0.0546921 0.0609177 0.0417376
threshold=0.0072436286136507997 0.0036604277556762104 0.016668972559273246 0.0025217677466571335 0.0025217677466571335 0.00060774214216507982 0.0033348383149132137 0.0011980500421486797 0.00017767510871635753 0.0087224207818508166 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 7 -6 -8 10 -10
right_child=1 2 -4 4 5 -7 8 -9 9 -11 -12
leaf_value=-2.6109955012621082e-05 -4.1791784579276527e-05 -0.00014771715312949163 -0.0026428163178577736 -0.0010919792615321805 0.00047658616155154691 -6.1463355261288653e-05 0.0020115357409651647 0.003890778375184179 -0.0018034843969074324 0.0012736582499861531 0.00064602263978727546
leaf_weight=8028.2138448953629 732.37403881549835 153.03707873821259 38.004616379737854 63.385092496871948 50.421414494514465 162.29784178733826 75.097766280174255 63.542336940765381 65.31517219543457 87.696857690811157 40.613771557807922
leaf_count=3993 385 94 31 38 24 81 27 21 43 27 16
internal_value=0 0.000136844 -0.000644076 0.000248117 0.000597118 0.00079357 0.00115619 0.00238022 0.000637087 0.000104007 -0.000864329
internal_weight=0 1531.79 191.042 1340.74 608.37 544.985 382.687 113.964 268.724 193.626 105.929
internal_count=4780 787 125 662 277 239 158 45 113 86 59
is_linear=0
shrinkage=0.06


Tree=1010
num_leaves=12
num_cat=0
split_feature=91 90 137 35 60 39 44 53 131 58 75
split_gain=0.00969986 0.0229871 0.0253314 0.0117871 0.01111 0.0371164 0.0416753 0.0696053 0.0415563 0.0580759 0.0896849
threshold=0.020035739988088611 0.0003614811430452392 0.0012357163941487672 0.0010585968848317864 0.004017772153019906 0.0021592099219560628 0.00090704852482303988 0.0081988852471113222 0.000490355829242617 0.0062037324532866487 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 8 -7 -8 9 -6 -11
right_child=1 -3 -4 -5 5 6 7 -9 -10 10 -12
leaf_value=-3.8526597408230155e-05 0.0018681438710644897 -0.0009886647589175191 -0.00034087487372896376 0.00055397504803829064 0.00042420930841226523 -0.0012905781989546233 0.00032307185273012877 -0.00099857953663536211 0.00080335090032327761 -0.0036702544533972429 0.00038706811165308257
leaf_weight=7738.341498374939 56.890729069709778 33.622625946998596 51.12553882598877 43.247975587844849 194.51221907138824 98.07642936706543 623.52145099639893 186.32016694545746 455.54051685333252 36.778661012649536 42.022020220756531
leaf_count=3736 19 24 28 25 97 80 375 128 214 30 24
internal_value=0 0.000430368 0.000745787 0.00130058 -8.4873e-06 0.000133533 -0.000122465 1.89997e-05 0.000452424 -0.000132477 -0.00150661
internal_weight=0 184.887 151.264 100.139 9375.11 1636.77 907.918 809.842 728.853 273.313 78.8007
internal_count=4780 96 72 44 4684 948 583 503 365 151 54
is_linear=0
shrinkage=0.06


Tree=1011
num_leaves=12
num_cat=0
split_feature=28 31 65 143 140 91 97 125 8 129 78
split_gain=0.00988763 0.0320639 0.0518864 0.0622883 0.0851408 0.069472 0.053937 0.0533733 0.0484583 0.0546292 0.0547219
threshold=0.001792412775103003 0.00039601318712811922 0.0012745757703669371 0.01884530205279589 0.002945306478068233 0.0042751494329422721 0.0014427106943912806 0.00075379351619631063 0.010829726699739696 0.00057154725072905432 0.029773407615721229
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 8 -4 -2 9 -6 -11
right_child=1 -3 6 -5 5 -7 -8 -9 -10 10 -12
leaf_value=-3.711994909615059e-05 -0.0021830448819598032 -0.00010999080336032342 7.4125662825571135e-05 -0.00069371400971284262 0.0018691951446993731 -0.00055123094664949728 -0.0017387406758926575 0.00025036078235304165 0.0031058260229880428 -0.0004001260282132753 0.001983137871838481
leaf_weight=6977.7704861164093 39.230571746826172 1298.03624522686 367.47907257080078 117.66666638851166 218.7989354133606 68.106620669364929 70.401286959648132 187.70336675643921 59.160346508026123 103.47703301906586 52.169200897216797
leaf_count=3328 32 819 173 72 62 35 54 112 14 57 22
internal_value=0 0.000100307 0.000312871 0.000587202 0.000794053 0.00123025 -0.000217342 -0.000170307 0.00151007 0.00125795 0.000398692
internal_weight=0 2582.23 1284.19 846.313 728.646 501.712 437.88 226.934 433.606 374.445 155.646
internal_count=4780 1452 633 406 334 190 227 144 155 141 79
is_linear=0
shrinkage=0.06


Tree=1012
num_leaves=12
num_cat=0
split_feature=60 19 92 85 100 86 4 44 19 5 81
split_gain=0.0097434 0.031872 0.0414541 0.0511573 0.0488896 0.0688907 0.0416722 0.0356393 0.0613719 0.0450424 0.0484933
threshold=0.004017772153019906 0.02129978779703379 0.00099512818269431613 0.0014427106943912806 0.00085274505545385193 0.0013986918493174019 0.00068727668258361529 0.00090704852482303988 0.00017767510871635753 0.00066645268816500913 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -5 8 -4 10 -9
right_child=1 -3 7 6 5 -7 -8 9 -10 -11 -12
leaf_value=-2.7797044419620432e-05 -0.0026490179927014259 0.00067763420955137775 0.0013996013167105826 0.0013654126609487396 0.00012707680001878169 -0.0028969910835026824 -0.00056702521110489352 0.0026551449555205142 -0.0010614426193383919 7.0589136473108542e-05 0.0006246592922702995
leaf_weight=7896.9614740610123 57.437608957290649 312.88300979137421 47.447672724723816 70.036700367927551 114.32833802700043 35.552705645561218 94.216269969940186 53.212862968444824 157.78365576267242 512.84593021869659 207.29360377788544
leaf_count=3814 40 173 25 40 59 29 70 16 115 295 104
internal_value=0 0.000131995 5.54897e-06 -0.000533988 -0.00116063 -0.000590251 0.000256957 0.000210413 -0.000492471 0.000396943 0.00103942
internal_weight=0 1663.04 1350.16 371.572 207.319 149.881 164.253 978.584 205.231 773.352 260.506
internal_count=4780 966 793 238 128 88 110 555 140 415 120
is_linear=0
shrinkage=0.06


Tree=1013
num_leaves=12
num_cat=0
split_feature=23 133 134 138 125 51 117 11 123 142 133
split_gain=0.00970037 0.0390899 0.0558595 0.038465 0.0770962 0.0639526 0.072558 0.0839841 0.0577524 0.0472761 0.0463664
threshold=0.0056525857653468856 0.0079489401541650313 0.00082683752407319855 0.0022975050378590827 0.00062670491752214741 0.0079489401541650313 0.0036604277556762104 0.0010263677686452868 0.00075379351619631063 0.0011980500421486797 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 -6 9 10 -8 -1
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-1.3164248561651601e-05 -4.4361063500159691e-05 0.00038537588480534632 0.001366264810109145 0.00023233156215107814 -0.00044933032160306206 0.0004783391546393161 -0.0053314193585917774 -0.0010909279365240731 -0.0016176564105639798 -0.0022042947790160707 0.0011029260785085692
leaf_weight=521.8492534160614 6212.9176788330078 1051.179483294487 95.234883189201355 745.95974326133728 327.77676749229431 123.61414992809296 30.648884177207947 166.86212551593781 63.385092496871948 40.274233818054199 180.29753684997559
leaf_count=203 3009 532 40 492 192 70 25 95 38 26 58
internal_value=0 8.23439e-05 -5.63994e-05 -0.000117966 -0.000297595 -0.000757953 -0.00102817 -0.00182607 0.000116847 -0.00355566 0.000273426
internal_weight=0 3347.08 2295.9 2200.67 1454.71 689.176 565.562 237.785 765.532 70.9231 702.147
internal_count=4780 1771 1239 1199 707 408 338 146 299 51 261
is_linear=0
shrinkage=0.06


Tree=1014
num_leaves=12
num_cat=0
split_feature=100 106 141 87 11 52 83 42 14 52 50
split_gain=0.00964959 0.0493813 0.0524102 0.0463025 0.0420713 0.0647771 0.0585271 0.0610493 0.0423583 0.0624722 0.0638532
threshold=0.020035739988088611 0.024810968898236755 0.00046126570669002836 0.00017767510871635753 0.0087224207818508166 0.0060143163427710542 0.010180860292166473 0.0045489775948226461 0.0011980500421486797 0.00062670491752214741 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 8 -8 9 -2 -11
right_child=1 2 3 -5 -6 -7 7 -9 -10 10 -12
leaf_value=-2.1192319523481614e-05 0.0006664352247188999 0.00068985679495057312 -0.00024685752492667126 -0.0029509871326113862 -0.00048954972442337636 -0.0012775627324364709 0.0027031153868083682 0.00081488665417946463 0.0010296959756425535 -4.5175928890183617e-05 -0.0030540320825758554
leaf_weight=8508.398713350296 99.956411361694336 50.239121198654175 41.83972692489624 50.081876754760742 179.27892363071442 64.611047863960266 80.34112548828125 264.8383594751358 118.3457418680191 54.621111631393433 47.447672724723816
leaf_count=4347 37 17 17 34 88 39 21 79 52 24 25
internal_value=0 0.000171465 -0.000868465 -0.00172016 0.000334023 0.000536238 0.00071232 0.00125438 0.00012829 -0.000399751 -0.00144387
internal_weight=0 1051.6 142.161 91.9216 909.44 730.161 665.55 345.179 320.371 202.025 102.069
internal_count=4780 433 68 51 365 277 238 100 138 86 49
is_linear=0
shrinkage=0.06


Tree=1015
num_leaves=12
num_cat=0
split_feature=40 11 113 80 24 119 47 17 87 69 35
split_gain=0.00982736 0.0328212 0.0550176 0.0567778 0.0539929 0.0521936 0.0562263 0.0432488 0.0526787 0.0431089 0.0911189
threshold=0.00060774214216507982 0.0035485138650983576 0.0030382014811038975 0.0014427106943912806 0.00073092587990686308 0.00042089859198313212 0.0066005610860884198 0.0038949446752667431 0.016164712607860569 0.0014881226234138014 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 6 -5 8 -1 10 -4
right_child=-2 2 9 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=9.0170826041214745e-05 -3.5769965622953263e-05 0.0034209531644977544 0.00019854070585957121 0.00041386784533794537 0.00085840264636767951 0.0017415266789632929 -0.0019517496656491753 -0.0015997652526197948 -0.0016813924550625218 0.00080592986314495941 -0.0031183381446367214
leaf_weight=1679.6938049793243 7103.872741818428 51.465076565742493 81.227543115615845 204.29481315612793 69.67211377620697 81.931667447090149 43.952099919319153 60.933181762695312 62.680968165397644 73.167686581611633 47.108134984970093
leaf_count=661 3770 18 32 81 26 36 29 36 34 22 35
internal_value=0 0.000103458 0.000467995 0.000836045 0.0019471 0.000428416 -4.96458e-06 -2.85091e-05 2.64398e-05 -0.000356342 -0.00101898
internal_weight=0 2456.13 652.819 451.316 121.137 330.179 248.247 1803.31 1742.37 201.503 128.336
internal_count=4780 1010 279 190 44 146 110 731 695 89 67
is_linear=0
shrinkage=0.06


Tree=1016
num_leaves=12
num_cat=0
split_feature=4 112 44 65 37 115 72 1 44 141 110
split_gain=0.00985403 0.0237572 0.0519498 0.0186377 0.0509254 0.076982 0.0157128 0.0665514 0.0621789 0.0752769 0.0554951
threshold=0.010180860292166473 0.0013146653072908523 0.0020932231564074759 0.10820819064974786 0.0037758676335215573 0.00747153488919139 0.00017767510871635753 0.022641776129603389 0.00057154725072905432 0.00899649551138282 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 7 8 9 10 -1
right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0011094418862111946 0.0007322660776098854 -0.0019913317631102346 0.00040860489218132374 -0.0030977295933219025 0.001110469644981976 0.0004720156452997056 -3.7901777000308991e-05 -0.0015953390909187696 -0.00013644387404935195 -0.0013472336031293533 -0.00021559152343768702
leaf_weight=536.71796226501465 206.4322350025177 44.291637659072876 121.65902137756348 49.377752423286438 37.640029788017273 38.865985155105591 7524.5646773576736 73.010442137718201 720.53612077236176 62.498674869537354 144.40529346466064
leaf_count=198 117 19 41 30 17 18 3959 39 276 27 39
internal_value=0 0.000302577 -0.00023193 -1.22637e-05 -0.000737311 -0.00152547 -2.19152e-06 0.000172613 0.000260772 0.000645657 0.000828521
internal_weight=0 372.383 165.951 9187.62 125.884 88.2437 9061.73 1537.17 1464.16 743.622 681.123
internal_count=4780 177 60 4603 65 48 4538 579 540 264 237
is_linear=0
shrinkage=0.06


Tree=1017
num_leaves=12
num_cat=0
split_feature=145 17 24 94 106 116 78 95 105 149 11
split_gain=0.00965297 0.0404899 0.045015 0.0409629 0.0535906 0.0771188 0.0611834 0.0481292 0.04937 0.047916 0.0661822
threshold=0.0030382014811038975 0.074787221848964705 0.0026012937305495147 0.0037758676335215573 0.000490355829242617 0.0056525857653468856 0.0049928687512874612 0.0049928687512874612 0.0046923852059990176 0.00085274505545385193 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 9 -2 8 -7 -6 -11
right_child=1 2 -4 -5 5 7 -8 -9 -10 10 -12
leaf_value=-4.9023312149440053e-05 0.0025097462558975 -3.4918395294345917e-06 -0.0031457257256070716 0.00032550664517075822 -0.00098236930479005005 -0.00021558900534469113 -9.0056066157360819e-05 0.001541442939982406 0.0011653527994565625 4.1476992862673601e-05 -0.0012191910550732423
leaf_weight=5755.0504955053329 60.046764135360718 37.118198752403259 29.422928810119629 1635.2129226922989 368.75512564182281 343.01006293296814 71.262655735015869 112.39825832843781 127.97109150886536 837.13407623767853 182.61725199222565
leaf_count=2913 25 20 24 796 222 201 41 54 53 330 101
internal_value=0 7.41486e-05 -0.00139291 0.000100261 -7.48646e-05 -0.000153021 0.00109881 0.00042586 0.000159629 -0.000396237 -0.000184284
internal_weight=0 3804.95 66.5411 3738.41 2103.2 1971.89 131.309 583.379 470.981 1388.51 1019.75
internal_count=4780 1867 44 1823 1027 961 66 308 254 653 431
is_linear=0
shrinkage=0.06


Tree=1018
num_leaves=12
num_cat=0
split_feature=112 103 96 53 98 117 50 17 80 78 134
split_gain=0.0105308 0.0490578 0.0203953 0.0179756 0.0366081 0.0383276 0.0225355 0.0149536 0.0123488 0.05378 0.0868242
threshold=0.034632634371519096 0.00017767510871635753 0.00043393640953581786 0.12945349514484408 0.0011261500185355546 0.0063990866765379914 0.00087947337306104611 0.00040826165059115743 0.015200819820165636 0.00068727668258361529 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 6 -6 -5 -3 -1 10 -10
right_child=1 7 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=-7.4397282929452606e-06 -0.00099689506294055037 0.00042775334099067879 8.7306126411599783e-05 0.00022819861408900045 0.00092354001832712165 -0.0016182186332260602 0.0020052689397046593 0.0013194583764729016 -0.0028350231264013016 -4.659719048329819e-05 0.00077252101881549601
leaf_weight=8148.822252869606 100.81778013706207 154.37018084526062 164.17782378196716 42.726144552230835 42.022020220756531 43.430268883705139 64.428754568099976 120.59031045436859 66.358834266662598 574.61543190479279 37.640029788017273
leaf_count=4201 24 30 38 28 24 32 32 23 37 294 17
internal_value=0 0.000257382 -0.000325179 -1.54074e-05 0.000558008 -0.000368283 0.00129669 0.000818831 -2.79188e-05 -0.000273832 -0.00152935
internal_weight=0 539.956 264.996 9020.04 192.607 85.4523 107.155 274.96 8827.44 678.614 103.999
internal_count=4780 115 62 4665 116 56 60 53 4549 348 54
is_linear=0
shrinkage=0.06


Tree=1019
num_leaves=12
num_cat=0
split_feature=22 94 87 144 113 22 36 96 108 141 142
split_gain=0.0103493 0.0381537 0.0589445 0.0587202 0.0390275 0.0351692 0.149487 0.0374147 0.0464921 0.0320058 0.0546975
threshold=0.00090704852482303988 0.020658296532928947 0.00017767510871635753 0.0023699469165876512 0.0010585968848317864 0.00077738583786413084 0.00096484774257987748 0.0020932231564074759 0.0034400182776153092 0.0066005610860884198 0.036783467978239066
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -3 -1 7 -7 -9 -4 -11
right_child=1 4 9 -5 -6 6 -8 8 -10 10 -12
leaf_value=-6.1526372939292424e-06 -0.0028592219353187993 0.0016532425066961645 0.00030471015406949628 -4.0485433222789541e-05 -0.00058960365396645321 -0.003510808895939091 0.0007495033371096 0.00060417234083261478 -0.0024989002128009662 -0.00062513329657706233 0.0018919169503748361
leaf_weight=7623.0195959806442 48.334090352058411 106.79031252861023 1103.7132707834244 59.185395359992981 37.822323083877563 48.334090352058411 122.54543900489807 27.310555815696716 47.812259316444397 300.4662116765976 34.666288018226624
leaf_count=3731 36 46 568 38 24 36 52 12 39 180 18
internal_value=0 0.000134669 4.75133e-05 -0.00130761 0.00106664 -2.89392e-05 -0.000735039 -0.00220862 -0.00137079 0.000148777 -0.000364768
internal_weight=0 1690.98 1546.37 107.519 144.613 7869.02 246.002 123.457 75.1228 1438.85 335.132
internal_count=4780 910 840 74 70 3870 139 87 51 766 198
is_linear=0
shrinkage=0.06


Tree=1020
num_leaves=12
num_cat=0
split_feature=110 145 58 96 91 80 1 94 125 11 43
split_gain=0.00977683 0.0439733 0.0614758 0.0463027 0.0445884 0.0436749 0.0286735 0.0273107 0.0235037 0.0221213 0.0296766
threshold=0.024066280573606495 0.0030382014811038975 0.0027679565828293566 0.0018488886416889729 0.0018488886416889729 0.015200819820165636 0.00062670491752214741 0.0010918468469753864 0.00052132029668428015 0.020658296532928947 0.024810968898236755
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 5 -3 -4 -5 6 8 -8 -2 -1 -11
right_child=1 2 3 4 -6 -7 7 -9 -10 10 -12
leaf_value=-4.7498430431639873e-05 0.00015510359346304254 0.0017126343155116461 -0.0010949524070957865 0.0016754556098685018 -0.00044128948361481089 -0.0017872095596833584 0.0015934337873041535 -0.00012601248451029012 -0.0012022727205123107 0.00016943026691837123 0.0014565107647310784
leaf_weight=8026.2016673088074 102.5655665397644 132.51032638549805 78.253801345825195 79.115170121192932 65.472416639328003 56.029360294342041 64.064167976379395 69.150282740592957 83.157622814178467 732.76367425918579 70.715775847434998
leaf_count=4077 22 43 33 20 26 32 18 29 37 423 20
internal_value=0 0.000210978 0.00068923 8.06739e-05 0.000716947 -0.000242256 2.91542e-05 0.000700887 -0.000452662 -1.74504e-05 0.000282709
internal_weight=0 730.319 355.352 222.841 144.588 374.967 318.938 133.214 185.723 8829.68 803.479
internal_count=4780 260 122 79 46 138 106 47 59 4520 443
is_linear=0
shrinkage=0.06


Tree=1021
num_leaves=12
num_cat=0
split_feature=136 61 107 147 98 70 79 19 110 88 76
split_gain=0.00928035 0.0513398 0.0483722 0.109401 0.0732462 0.0402217 0.0362985 0.0393098 0.0337263 0.0321361 0.031356
threshold=0.0017376682371832433 0.0021592099219560628 0.0031340263085439806 0.0022975050378590827 0.010180860292166473 0.0035485138650983576 0.00068727668258361529 0.010180860292166473 0.00017767510871635753 0.00017767510871635753 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 -3 8 -4 10 -5 -2 -8
right_child=1 2 6 5 -6 -7 7 -9 -10 -11 -12
leaf_value=-1.9551402120114699e-05 0.0015778725081471454 -0.001340200854137234 0.0011381629063659006 0.00053810185357635308 -0.0053944246102526853 0.0010781076960358791 -0.0010548270689018358 0.0011385828657587611 -0.002081795395888539 3.1943420064474723e-05 0.00017622256285290189
leaf_weight=8617.4085456132889 131.80620205402374 46.404010653495789 127.60650491714478 32.214377284049988 24.519107341766357 76.688308238983154 128.51797139644623 81.931667447090149 39.230571746826172 76.506014943122864 177.1665506362915
leaf_count=4340 39 31 39 16 20 42 74 36 32 35 76
internal_value=0 0.000178744 -5.71102e-05 -0.000803968 -0.0027418 0.000123827 0.00026043 -2.85269e-05 -0.000900489 0.00101011 -0.000341344
internal_weight=0 942.591 734.279 219.056 70.9231 148.133 515.223 387.616 71.4449 208.312 305.685
internal_count=4780 440 366 141 51 90 225 186 48 74 150
is_linear=0
shrinkage=0.06


Tree=1022
num_leaves=12
num_cat=0
split_feature=67 97 101 141 137 44 35 15 54 12 40
split_gain=0.00957453 0.0272924 0.0327831 0.0401889 0.0222979 0.0244401 0.0167202 0.0145186 0.0501017 0.059101 0.0378826
threshold=0.0044099434744566688 0.00017767510871635753 0.00096484774257987748 0.0020932231564074759 0.0011261500185355546 0.0084566329605877417 0.044033329933881767 0.0058306583669036635 0.01884530205279589 0.0012357163941487672 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -6 7 8 10 -10 -1
right_child=1 4 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00024414483780333578 0.0025066742839079245 -0.00057757224886681284 -0.00037517269608267241 0.00020485772145565687 7.2249021827775514e-05 0.0018138556560310232 -0.0010763695726769885 6.0554222597021534e-05 -0.0035837450809418133 -0.00024578409864189124 0.00012782913631443596
leaf_weight=2021.0061792135239 61.090426206588745 156.55770039558411 49.899583458900452 49.377752423286438 165.13938796520233 35.188119053840637 53.055618524551392 4965.2457990646362 31.874839544296265 47.629966020584106 1923.934460401535
leaf_count=912 19 114 27 30 121 15 33 2327 26 32 1124
internal_value=0 0.000251061 0.00090123 0.00147779 -4.10946e-05 0.000378167 -1.43609e-05 -8.09313e-06 -9.27883e-05 -0.00158403 -6.27344e-05
internal_weight=0 517.253 160.368 110.468 356.885 200.328 9042.75 8989.69 4024.45 79.5048 3944.94
internal_count=4780 326 76 49 250 136 4454 4421 2094 58 2036
is_linear=0
shrinkage=0.06


Tree=1023
num_leaves=12
num_cat=0
split_feature=60 94 45 68 65 84 50 129 88 39 106
split_gain=0.00908079 0.0330816 0.0590487 0.0611124 0.05844 0.0611826 0.0629594 0.0844845 0.0386954 0.0358129 0.0484631
threshold=0.004017772153019906 0.00066645268816500913 0.00064626874518580746 0.0031340263085439806 0.0005375427135732026 0.00070876078098081063 0.12767273932695392 0.00093549740267917525 0.00047558375808876013 0.0021592099219560628 0.013439828064292671
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -3 -7 10 -6
right_child=1 4 3 -5 9 8 -8 -9 -10 -11 -12
leaf_value=-2.6835229027714314e-05 -0.00094790054327206048 -0.0032580225688827059 0.0022526010353665694 0.00036207463409820221 0.0010988318303283724 0.0017420378184685331 0.00053291706697958599 -0.00072355401353827776 -0.00023057998301962638 -1.5903306582797869e-05 -0.00086291634285672926
leaf_weight=7896.9614740610123 65.31517219543457 74.78327739238739 98.208624958992004 164.93204581737518 275.03563785552979 47.787210464477539 61.794550538063049 129.0648512840271 142.70760476589203 549.12780904769897 54.281573891639709
leaf_count=3814 43 61 39 90 125 15 23 95 89 352 34
internal_value=0 0.000127427 0.000666848 0.00106765 -5.33014e-06 -0.000556319 -0.00114477 -0.00165334 0.000264268 0.000280774 0.000775476
internal_weight=0 1663.04 328.456 263.141 1334.58 456.137 265.643 203.848 190.495 878.445 329.317
internal_count=4780 966 172 129 794 283 179 156 104 511 159
is_linear=0
shrinkage=0.06


Tree=1024
num_leaves=12
num_cat=0
split_feature=116 69 91 123 137 44 137 43 142 60 149
split_gain=0.00921771 0.0134091 0.011362 0.0192286 0.0165687 0.0147114 0.0358217 0.0681099 0.0508354 0.0664221 0.108787
threshold=0.036783467978239066 0.0045489775948226461 0.020035739988088611 0.00052132029668428015 0.00070876078098081063 0.0038949446752667431 0.000490355829242617 0.0056525857653468856 0.0017376682371832433 0.00085274505545385193 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 6 8 -8 -1 10 -10
right_child=1 -3 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00011712409969914943 0.00069198154460426093 -0.00056946465128748466 0.00055232892012702529 0.001301650223221134 -0.00107517471534465 -0.00010437453331372535 -4.6510749276847897e-05 -0.001269846710658588 -0.00036359691391437749 -0.00012920769560127113 0.0008591991107714087
leaf_weight=1510.5551106929779 142.70760476589203 38.526447415351868 61.97684383392334 63.724630236625671 35.370412349700928 3954.1012072563171 1379.0313973426819 185.93053150177002 342.82776963710785 735.39787828922272 1109.8499989509583
leaf_count=732 89 28 30 28 22 1927 796 90 194 432 412
internal_value=0 0.000423825 -8.18994e-06 0.000491392 -3.90126e-05 -1.69197e-05 4.87778e-05 -0.000191853 0.000150593 0.000335414 0.000570623
internal_weight=0 181.234 9378.77 161.072 97.3473 9217.69 5263.59 1564.96 3698.63 2188.08 1452.68
internal_count=4780 117 4663 80 52 4583 2656 886 1770 1038 606
is_linear=0
shrinkage=0.06


Tree=1025
num_leaves=12
num_cat=0
split_feature=93 112 88 75 135 88 27 127 12 42 40
split_gain=0.00958058 0.0293138 0.049965 0.0981116 0.0752951 0.0722471 0.0632046 0.0597757 0.0846319 0.0552276 0.0462419
threshold=0.021960759535431865 0.0021592099219560628 0.0014881226234138014 0.0027679565828293566 0.0018488886416889729 0.0095705352723598498 0.00090704852482303988 0.0005893622583243997 0.00017767510871635753 0.0015833032084628942 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 7 -4 -6 -3 -9 -10 -11
right_child=-2 2 3 -5 6 -7 -8 8 9 10 -12
leaf_value=1.3401981572637996e-05 0.00013048748212451366 0.0009972831313085045 -0.0045184280984566227 -0.00030235561322726798 -0.0026124726377050426 -0.00054722893020242407 -0.00033152628798634051 -0.0022607484544856335 0.0020524642102725593 0.00090773672056088757 -0.0017441537985642128
leaf_weight=7006.0217521190643 1671.4586064815521 240.16200768947601 42.908437848091125 163.00196611881256 63.202799201011658 26.788724780082703 141.97843158245087 61.455012798309326 48.309041500091553 46.561255097389221 48.15179705619812
leaf_count=3906 483 76 35 85 31 15 61 33 12 14 29
internal_value=0 -2.76483e-05 -0.000353532 -0.00110797 -8.3371e-05 -0.00299206 -0.00103414 0.000355365 -0.00039858 0.000401573 -0.000440475
internal_weight=0 7888.54 882.519 232.699 649.82 69.6972 205.181 444.639 204.477 143.022 94.7131
internal_count=4780 4297 391 135 256 50 92 164 88 55 43
is_linear=0
shrinkage=0.06


Tree=1026
num_leaves=12
num_cat=0
split_feature=0 104 45 52 117 146 110 19 52 2 47
split_gain=0.00953167 0.0582843 0.0853198 0.0610262 0.101487 0.0894196 0.186005 0.0589484 0.0473739 0.0544913 0.0446063
threshold=0.00017767510871635753 0.0013146653072908523 0.014293605927377941 0.0020292587578296666 0.0012357163941487672 0.00055427959887310873 0.0021592099219560628 0.00046126570669002836 0.0011615398107096555 0.00099512818269431613 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 5 -5 -1 -7 -6 -3 10 -10
right_child=-2 2 -4 4 7 6 -8 -9 9 -11 -12
leaf_value=-2.7322214714742588e-05 -2.1733701023829491e-05 0.0018769598930147569 -0.00065284062652344588 0.0021687500961758677 -0.002116162325304993 -0.0046918255867634592 0.00061269479589432679 0.0002352150864705718 0.0011576368727200896 0.0018524492279758367 -0.00055758504482071147
leaf_weight=134.10086834430695 8448.2197536230087 141.95338273048401 157.39402031898499 75.097766280174255 53.916987299919128 55.507529258728027 41.65743362903595 133.21445071697235 87.175026655197144 85.766777992248535 145.99583542346954
leaf_count=58 4363 37 77 27 20 35 10 47 30 22 54
internal_value=0 0.000165151 0.000553269 -0.000321112 0.000305478 -0.00103159 -0.00241762 -0.000442272 0.000965155 0.000559327 8.36808e-05
internal_weight=0 1111.78 618.285 493.495 262.229 231.266 97.165 187.131 460.891 318.938 233.171
internal_count=4780 417 220 197 94 103 45 67 143 106 84
is_linear=0
shrinkage=0.06


Tree=1027
num_leaves=12
num_cat=0
split_feature=71 72 24 108 112 34 102 36 114 50 58
split_gain=0.00942366 0.0381474 0.0544926 0.0631543 0.0790824 0.0955443 0.0577744 0.0532521 0.0672327 0.0410793 0.0459093
threshold=0.045367386192083366 0.0012357163941487672 0.014293605927377941 0.0098710241727530974 0.0013146653072908523 0.0046923852059990176 0.0041444667149335155 0.00096484774257987748 0.0019071503775194289 0.015200819820165636 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 7 5 -5 -7 -3 -9 -2 -11
right_child=1 2 -4 4 -6 6 -8 8 -10 10 -12
leaf_value=-3.2442137822992479e-05 0.00096548701783855518 -0.00012917311807695368 -0.001905884160512821 -0.00033435212098518509 0.00056999179910479693 -0.0049456147734171637 -0.0012567669296412007 0.0015940386512573639 -0.00048593445427086012 0.0004897295359270104 -0.00044020300185195139
leaf_weight=7373.1932871341705 293.55716395378113 551.08988893032074 59.707226395606995 72.82814884185791 78.071508049964905 39.230571746826172 25.040938377380371 172.41997361183167 82.818085074424744 504.29624283313751 307.74679732322693
leaf_count=3952 99 220 35 32 26 32 17 55 47 151 114
internal_value=0 0.000109384 -0.000144025 -4.10437e-05 -0.00095431 -0.00182233 -0.0035084 0.000202664 0.000919142 0.000357203 0.000137305
internal_weight=0 2186.81 1081.21 1021.5 215.171 137.1 64.2715 806.328 255.238 1105.6 812.043
internal_count=4780 828 464 429 107 81 49 322 102 364 265
is_linear=0
shrinkage=0.06


Tree=1028
num_leaves=12
num_cat=0
split_feature=44 72 96 99 42 82 73 117 78 88 59
split_gain=0.00944058 0.0174087 0.0302432 0.0313661 0.03517 0.0199025 0.0123653 0.0248021 0.0351255 0.0411903 0.0340688
threshold=0.04673989117145539 0.0012357163941487672 0.0018488886416889729 0.0035485138650983576 0.001792412775103003 0.0012357163941487672 0.007706565549597145 0.022641776129603389 0.0026833302108570938 0.00047558375808876013 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 -3 -4 -5 -2 -1 8 10 -10 -8
right_child=1 2 3 4 -6 -7 7 -9 9 -11 -12
leaf_value=-4.8550205043852131e-05 -0.001389239505414915 0.0013028784322965967 0.00056672800981952677 0.00014915545393585149 -0.0021461172735574513 0.0002628104048395462 8.6478297745003275e-05 0.00085190089676897391 0.0012236162035853227 9.5593534826289719e-05 -0.0010441275894520071
leaf_weight=7295.6644641160965 44.99576199054718 105.90389490127563 195.19129455089569 62.498674869537354 39.048278450965881 63.020505905151367 205.91040396690369 155.64623391628265 130.60529553890228 1081.8464649915695 179.66855907440186
leaf_count=3440 23 35 77 27 25 24 120 79 62 742 126
internal_value=0 0.000250995 0.000432444 0.000121792 -0.000733455 -0.000425375 -1.41638e-05 0.000128891 5.84708e-05 0.000217104 -0.000440351
internal_weight=0 510.658 402.642 296.738 101.547 108.016 9049.34 1753.68 1598.03 1212.45 385.579
internal_count=4780 211 164 129 52 47 4569 1129 1050 804 246
is_linear=0
shrinkage=0.06


Tree=1029
num_leaves=12
num_cat=0
split_feature=63 128 11 20 60 22 136 96 47 19 98
split_gain=0.00914816 0.038248 0.0460889 0.021417 0.0377108 0.021397 0.0159678 0.0163563 0.0642049 0.0607879 0.0540204
threshold=0.014740333426743748 0.00039601318712811922 0.0046923852059990176 0.00043393640953581786 0.0011261500185355546 0.00017767510871635753 0.013032016810029747 0.0070226341485977182 0.011519505176693203 0.0046923852059990176 0.034632634371519096
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 -5 7 -1 9 10 -9
right_child=1 3 -4 5 -6 -7 -8 8 -10 -11 -12
leaf_value=1.3555258886655569e-05 0.0019042753730757348 -0.0020405208305315733 -0.00031709247910998426 0.00081294099587610451 0.00070464570309719369 -0.00094420768644482705 0.00082362309582098981 -0.0012821978863220131 0.00049888008750553412 -4.8733088059328908e-05 0.00081901935303980956
leaf_weight=7872.3602688312531 87.879150986671448 48.334090352058411 54.4638671875 80.888005375862122 28.718804478645325 36.074536681175232 81.749374151229858 357.38198959827423 331.74407362937927 530.16654980182648 50.239121198654175
leaf_count=3883 34 36 41 42 20 26 29 223 137 292 17
internal_value=0 0.000307354 0.00105433 -0.000240676 -0.00101735 0.000270987 -1.12083e-05 -1.86736e-05 -0.000218524 -0.000472308 -0.00102322
internal_weight=0 336.358 142.343 194.015 77.0529 116.963 9223.64 9141.89 1269.53 937.788 407.621
internal_count=4780 199 75 124 56 68 4581 4552 669 532 240
is_linear=0
shrinkage=0.06


Tree=1030
num_leaves=12
num_cat=0
split_feature=60 142 148 102 50 19 47 106 33 42 53
split_gain=0.0090652 0.0326605 0.0400451 0.0396544 0.0504144 0.0607305 0.0562879 0.0361295 0.0402683 0.0345072 0.0310961
threshold=0.004017772153019906 0.036783467978239066 0.00017767510871635753 0.00052132029668428015 0.0045489775948226461 0.0013986918493174019 0.0027679565828293566 0.0026012937305495147 0.0032328735105693345 0.00075379351619631063 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4 9 -9 -7 -5
right_child=1 -3 3 10 5 7 -8 8 -10 -11 -12
leaf_value=-2.6812177098984088e-05 0.0014368230352747131 0.0011223847224254558 -0.0004742629962590299 0.00041006456113653223 -0.0022537563098205737 0.00025001945463242278 -0.0037673361836458945 0.0018204543662305938 -0.0002926367767420081 -0.0015631714070038348 -0.00027440898209644504
leaf_weight=7896.9614740610123 72.124024510383606 110.83276522159576 42.908437848091125 712.65160620212555 44.656224250793457 92.443434715270996 33.100794911384583 71.419900178909302 59.524933099746704 63.906923532485962 359.46931374073029
leaf_count=3814 28 63 35 434 33 48 27 24 28 35 211
internal_value=0 0.000127318 5.62669e-05 -1.10073e-05 -0.000514469 -0.000195304 -0.00190834 0.000124655 0.000859885 -0.000491107 0.000180569
internal_weight=0 1663.04 1552.21 1480.08 407.961 331.951 76.0092 287.295 130.945 156.35 1072.12
internal_count=4780 966 903 875 230 168 62 135 52 83 645
is_linear=0
shrinkage=0.06


Tree=1031
num_leaves=12
num_cat=0
split_feature=22 58 87 102 57 63 115 147 14 109 34
split_gain=0.00940214 0.0400157 0.0440804 0.0503709 0.0358006 0.0332128 0.0300222 0.0407059 0.03928 0.0379237 0.044105
threshold=0.00090704852482303988 0.013860232196748258 0.00017767510871635753 0.00062670491752214741 0.00017767510871635753 0.0016846025246195497 0.010829726699739696 0.013032016810029747 0.0011980500421486797 0.0092791137285530585 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 -6 9 -8 -9 -4 -11
right_child=1 4 6 -5 5 -7 7 8 -10 10 -12
leaf_value=-2.7583172649467551e-05 -0.0032647104993348067 0.0010854074226310177 0.00060811634545996144 -0.00032503308577427323 0.00094485495109771227 -0.0012174210734691652 -0.0014691714653564845 0.0010856171442480702 -0.00058083101343833472 0.0014435696370337409 -0.00039052544732262997
leaf_weight=7869.0219404697418 30.648884177207947 249.63011288642883 491.59000468254089 66.541127562522888 46.561255097389221 56.733484625816345 94.92039430141449 79.322512269020081 142.21082258224487 53.916987299919128 378.90230631828308
leaf_count=3870 25 94 216 44 14 36 74 51 116 20 220
internal_value=0 0.000128359 -2.15409e-05 -0.00125206 0.000696679 -0.000242751 7.4839e-05 -0.000429576 1.58596e-05 0.000247516 -0.000162049
internal_weight=0 1690.98 1338.05 97.19 352.925 103.295 1240.86 316.454 221.533 924.409 432.819
internal_count=4780 910 766 69 144 50 697 241 167 456 240
is_linear=0
shrinkage=0.06


Tree=1032
num_leaves=12
num_cat=0
split_feature=31 71 87 92 71 98 79 150 82 24 88
split_gain=0.00959829 0.0432833 0.0431936 0.0294453 0.0430657 0.089258 0.0492162 0.0418689 0.0404559 0.0385125 0.040813
threshold=0.0019672545604407792 0.10522961243987085 0.00043393640953581786 0.0092791137285530585 0.02129978779703379 0.0072436286136507997 0.00043393640953581786 0.00055427959887310873 0.0012357163941487672 0.0049928687512874612 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 7 -6 -7 -2 -5 10 -10
right_child=1 2 -4 8 5 6 -8 -9 9 -11 -12
leaf_value=-3.1070710968943311e-05 -0.00075488885574317792 0.0023048619646969097 0.00014059172600791879 0.00017488445896567589 -0.0022135779416026435 0.0016841496651618304 -0.00036332198811394538 0.00051469947839172367 -0.0021852404770089694 0.00031141748449294102 -0.00047665701614696122
leaf_weight=7544.822843670845 104.20620620250702 62.838212609291077 70.376238107681274 293.99689710140228 75.826939463615417 57.412560105323792 160.18546879291534 911.20627796649933 93.694438934326172 76.688308238983154 108.74544107913971
leaf_count=3585 85 17 30 185 55 16 69 548 73 42 75
internal_value=0 0.000116329 0.00116149 4.23469e-05 0.000199396 -0.00044085 0.000176897 0.000384409 -0.000316304 -0.000833657 -0.00126743
internal_weight=0 2015.18 133.214 1881.96 1308.84 293.425 217.598 1015.41 573.125 279.128 202.44
internal_count=4780 1195 47 1148 773 140 85 633 375 190 148
is_linear=0
shrinkage=0.06


Tree=1033
num_leaves=12
num_cat=0
split_feature=124 88 1 108 39 128 13 140 55 2 55
split_gain=0.00906444 0.0217343 0.0213853 0.0122553 0.0137757 0.0114983 0.0104582 0.0301612 0.012704 0.0155405 0.0139161
threshold=0.051876978948712356 0.00747153488919139 0.0032328735105693345 0.0005375427135732026 0.00052132029668428015 0.0016846025246195497 0.011519505176693203 0.0012357163941487672 0.004017772153019906 0.00057154725072905432 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 -3 -5 -2 8 -8 10 -10 -1
right_child=1 3 -4 4 -6 -7 7 -9 9 -11 -12
leaf_value=-3.2428243378632191e-05 0.001057748978011068 0.00083180466512482697 0.0024028533559135854 -0.0013144477458623591 4.4140536485440363e-05 -0.00050119367975040693 -0.00045305802458739028 0.0021077943571377621 -3.158317637792662e-05 -0.0015509368017799961 0.00021717854150018131
leaf_weight=8233.5342226028442 46.221717357635498 40.45652711391449 29.240635514259338 38.526447415351868 88.7906174659729 26.971018075942993 35.552705645561218 30.98842191696167 55.689822554588318 42.908437848091125 891.11925876140594
leaf_count=3883 24 33 17 28 69 22 29 15 42 35 583
internal_value=0 0.000342569 0.00103125 -7.79015e-05 -0.000366972 0.000483289 -9.9641e-06 0.000739539 -1.53714e-05 -0.000692782 -8.05149e-06
internal_weight=0 270.207 102.433 167.774 127.317 73.1927 9289.79 66.5411 9223.25 98.5983 9124.65
internal_count=4780 193 63 130 97 46 4587 44 4543 77 4466
is_linear=0
shrinkage=0.06


Tree=1034
num_leaves=12
num_cat=0
split_feature=77 12 120 112 79 110 15 52 104 112 60
split_gain=0.00919995 0.0324978 0.0623476 0.0713114 0.0626401 0.152443 0.137623 0.0975516 0.138027 0.0739533 0.0569202
threshold=0.00096484774257987748 0.00040826165059115743 0.00052132029668428015 0.00073092587990686308 0.00068727668258361529 0.0019071503775194289 0.0014881226234138014 0.016164712607860569 0.015200819820165636 0.00062670491752214741 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 10 6 -6 8 9 -8 -2
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 -12
leaf_value=7.2671965362395066e-05 0.000250975719121267 2.047026531431101e-05 0.0020712451651835211 -0.000472196588917385 1.6393328248004329e-05 0.00048910370023687441 -0.0034118571039786407 4.5457138718789807e-05 0.00035658972973679523 -0.0067000312895261812 -0.001440570888860862
leaf_weight=3787.0136420726776 390.0180025100708 4696.8158662319183 76.506014943122864 82.453498482704163 94.373514413833618 151.42148792743683 96.146349668502808 35.892243385314941 28.536511182785034 33.100794911384583 87.721906542778015
leaf_count=1616 140 2663 35 33 53 55 75 19 13 27 51
internal_value=0 -4.7672e-05 -0.000345071 0.000751943 -0.000535191 -0.00105217 -0.00186239 -0.00277787 -0.00342011 -0.00425397 -5.96236e-05
internal_weight=0 5772.99 1076.17 158.96 917.211 439.471 288.049 193.676 157.784 129.247 477.74
internal_count=4780 3164 501 68 433 242 187 134 115 102 191
is_linear=0
shrinkage=0.06


Tree=1035
num_leaves=12
num_cat=0
split_feature=23 133 121 129 115 61 73 45 138 12 131
split_gain=0.00869816 0.0351268 0.0429812 0.0424927 0.0484162 0.0785519 0.0533231 0.0566461 0.0489956 0.0811284 0.0637037
threshold=0.0056525857653468856 0.0079489401541650313 0.029773407615721229 0.0028552538715302949 0.0028552538715302949 0.0054799309000372895 0.00087947337306104611 0.00017767510871635753 0.00064626874518580746 0.00087947337306104611 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 6 -6 -8 9 -1 -10
right_child=-2 2 -4 -5 5 -7 7 -9 10 -11 -12
leaf_value=-9.3916843680121276e-05 -4.2006970850138086e-05 0.00044232808830741896 -0.0015441175613704933 0.00028841320397186826 -0.0035969289938581404 0.00090928902341029408 0.00067133446051424056 -0.0014922707885929238 4.3511092872651658e-05 0.0015882102415241779 -0.0022834693422327562
leaf_weight=816.11054170131683 6212.9176788330078 1010.3834184408188 40.796064853668213 833.34211206436157 32.396670579910278 72.306317806243896 56.029360294342041 195.78827214241028 95.939007520675659 118.16344857215881 75.826939463615417
leaf_count=306 3009 509 23 553 23 35 32 146 44 45 55
internal_value=0 7.79741e-05 0.000365235 -5.35481e-05 -0.000248392 -0.000856433 -0.00130565 -0.00101087 -5.23961e-05 0.000118832 -0.000983746
internal_weight=0 3347.08 1051.18 2295.9 1462.56 356.521 284.214 251.818 1106.04 934.274 171.766
internal_count=4780 1771 532 1239 686 236 201 178 450 351 99
is_linear=0
shrinkage=0.06


Tree=1036
num_leaves=12
num_cat=0
split_feature=40 11 17 116 46 28 146 112 10 11 53
split_gain=0.00881727 0.0267463 0.0435375 0.0319639 0.0650025 0.0406154 0.080044 0.0824721 0.189457 0.0899134 0.0531071
threshold=0.00060774214216507982 0.004017772153019906 0.0038949446752667431 0.010829726699739696 0.040252277627587325 0.0013986918493174019 0.0018488886416889729 0.0033348383149132137 0.0016846025246195497 0.0012357163941487672 0.030689206905663017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 10 8 -8 -10 -1
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 -11 -12
leaf_value=0.0003185283905819284 -3.3881849044297335e-05 0.00044234096671688151 -0.0015611112382600107 0.001111656149345829 0.001775818237336394 0.00060380235272888968 -0.0055033996354913401 -5.0799378485404949e-05 -0.00016379965893038154 -0.0033823635885933223 -0.00076632698285224751
leaf_weight=737.49215376377106 7103.872741818428 610.27528429031372 63.385092496871948 94.713052153587341 69.48982048034668 250.69882380962372 39.230571746826172 204.79159533977509 137.25690340995789 40.45652711391449 208.33726584911346
leaf_count=259 3770 258 38 43 19 112 32 54 64 33 98
internal_value=0 9.79967e-05 -1.58504e-05 3.90996e-05 -2.10899e-05 -9.82509e-05 -0.00022695 -0.000914379 -0.00172958 -0.000896507 7.9568e-05
internal_weight=0 2456.13 1845.85 1782.47 1687.75 1618.26 1367.57 421.736 216.944 177.713 945.829
internal_count=4780 1010 752 714 671 652 540 183 129 97 357
is_linear=0
shrinkage=0.06


Tree=1037
num_leaves=12
num_cat=0
split_feature=100 50 73 50 59 21 115 46 136 50 150
split_gain=0.00893491 0.0447061 0.0689025 0.0634355 0.063923 0.0598835 0.0554083 0.0431329 0.0355842 0.0235769 0.0262081
threshold=0.020035739988088611 0.05109804309904576 0.0020292587578296666 0.018276390619575981 0.00017767510871635753 0.001792412775103003 0.00068727668258361529 0.0053125319536775359 0.000490355829242617 0.00244467705488205 0.014740333426743748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -5 9 -4 -7 -11
right_child=1 -3 8 6 5 7 -8 -9 -10 10 -12
leaf_value=-2.0392433548874014e-05 -0.0011008870359304199 0.0013203147235906689 -0.0018815368834628548 -0.0024676227577809661 0.0021377170531029751 3.368104888523682e-05 0.00022789669400143881 -0.00081346396278461413 -6.8330101067853351e-05 0.0014115865135689795 0.00020904125843844795
leaf_weight=8508.398713350296 80.888005375862122 108.17351233959198 91.060234904289246 53.055618524551392 88.400982022285461 134.62269937992096 56.890729069709778 82.113960742950439 68.106620669364929 188.51463782787323 99.774118065834045
leaf_count=4347 42 30 64 33 31 55 19 43 35 51 30
internal_value=0 0.000164993 3.25238e-05 0.000263523 0.000481418 0.000697096 -0.00107285 0.000444926 -0.00110568 0.00068926 0.000995397
internal_weight=0 1051.6 943.428 784.261 674.314 593.426 109.946 505.025 159.167 422.911 288.289
internal_count=4780 433 403 304 252 210 52 179 99 136 81
is_linear=0
shrinkage=0.06


Tree=1038
num_leaves=12
num_cat=0
split_feature=112 103 42 4 72 61 114 116 85 56 86
split_gain=0.00912475 0.0428555 0.022749 0.013104 0.0247235 0.0196184 0.0237651 0.0194098 0.016556 0.0510915 0.0350816
threshold=0.034632634371519096 0.00017767510871635753 0.00093549740267917525 0.010180860292166473 0.0054799309000372895 0.0014881226234138014 0.00017767510871635753 0.0056525857653468856 0.0014427106943912806 0.00047558375808876013 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 5 6 -5 -6 10 -10 -1
right_child=1 -3 -4 4 7 -7 -8 -9 9 -11 -12
leaf_value=-1.5749478991537089e-05 0.0003784174921599329 0.0007643423631340068 -0.00075717908122048332 -0.00062203304558533686 -0.0017078518691436473 0.0010878211051276643 0.00096881423879180645 0.00040588561337466381 -0.00012428840284208964 0.0004413300154399092 -0.00039350198362396693
leaf_weight=5231.5995539426804 105.53930830955505 274.96049129962921 159.45629560947418 76.506014943122864 33.622625946998596 141.63889384269714 60.568595170974731 29.240635514259338 1411.685507774353 969.91993999481201 1065.2619699239731
leaf_count=2349 21 53 41 35 24 71 22 17 898 637 612
internal_value=0 0.000239584 -0.000304907 -1.43419e-05 0.000350182 0.000592609 8.09081e-05 -0.000724654 -2.86893e-05 0.000106062 -7.96552e-05
internal_weight=0 539.956 264.996 9020.04 341.577 278.714 137.075 62.8633 8678.47 2381.61 6296.86
internal_count=4780 115 62 4665 169 128 57 41 4496 1535 2961
is_linear=0
shrinkage=0.06


Tree=1039
num_leaves=12
num_cat=0
split_feature=35 50 112 103 31 94 70 75 43 104 26
split_gain=0.00895055 0.0413302 0.101012 0.13129 0.0968135 0.120565 0.0774905 0.0900668 0.0658804 0.0333818 0.0568875
threshold=0.0014427106943912806 0.037906534969806678 0.0028552538715302949 0.00042089859198313212 0.00082683752407319855 0.015200819820165636 0.0041444667149335155 0.00064626874518580746 0.0068083447404205808 0.00060774214216507982 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 4 5 6 7 -3 -5 10 -1
right_child=1 2 -4 8 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00048509594893360368 1.8611826937337987e-06 -0.0057923367856215066 0.00086441859783534377 -0.0016213544639691318 0.0013405992118224218 0.00065420567919117882 -9.1632236305571105e-05 -0.0018895801950997418 -0.0052933575188907475 0.00015093518902639178 0.001076037938447655
leaf_weight=669.27838635444641 5016.664972782135 31.874839544296265 129.87612235546112 36.074536681175232 74.575935244560242 82.453498482704163 41.83972692489624 64.089216828346252 34.3267502784729 3282.8495948314667 96.096251964569092
leaf_count=289 2804 26 34 26 30 33 17 42 28 1424 27
internal_value=0 -4.97547e-05 -0.000572748 -0.0010838 -0.000527917 -0.00116057 -0.00224642 -0.0031859 -0.00341178 6.77424e-05 -0.000289089
internal_weight=0 5511.78 495.111 365.235 294.833 220.257 137.804 95.9641 70.4013 4048.22 765.375
internal_count=4780 3040 236 202 148 118 85 68 54 1740 316
is_linear=0
shrinkage=0.06


Tree=1040
num_leaves=12
num_cat=0
split_feature=34 99 65 18 75 35 46 36 146 23 71
split_gain=0.00832795 0.0321269 0.056157 0.0987493 0.0396054 0.0761676 0.0660913 0.0703679 0.0596816 0.113619 0.126823
threshold=0.0079489401541650313 0.0035485138650983576 0.021960759535431865 0.00047558375808876013 0.0036604277556762104 0.0016846025246195497 0.00017767510871635753 0.00060774214216507982 0.0018488886416889729 0.030689206905663017 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 -7 -8 -10 -11
right_child=-2 -3 3 -5 -6 6 8 -9 9 10 -12
leaf_value=-1.0524587127053848e-05 7.6229960629169383e-05 0.00014917375674312775 -0.0040708657081415921 0.00081690692761286483 0.0002254560191346861 -0.0034685512948449838 0.00034097762695922278 -0.000425215250048217 -0.00048200155362106541 -0.00060994482364797888 -0.0054833635248312459
leaf_weight=2087.6294046640396 3350.8922151327133 2108.7531346082687 34.3267502784729 26.266893744468689 956.59167540073395 58.141733288764954 236.01240825653076 51.647369861602783 572.68535220623016 40.274233818054199 36.778661012649536
leaf_count=867 1733 987 28 18 609 44 124 25 289 26 30
internal_value=0 -4.11393e-05 -0.000139015 -0.00195205 -0.00011182 -0.000216464 -0.000648317 -0.00203689 -0.000476202 -0.000773036 -0.00293611
internal_weight=0 6209.11 4100.35 60.5936 4039.76 3083.17 995.54 109.789 885.751 649.738 77.0529
internal_count=4780 3047 2060 46 2014 1405 538 69 469 345 56
is_linear=0
shrinkage=0.06


Tree=1041
num_leaves=12
num_cat=0
split_feature=1 36 133 58 104 124 143 58 102 75 21
split_gain=0.00855513 0.0438533 0.0425884 0.0468176 0.0595805 0.124525 0.0453521 0.073084 0.0390948 0.0700647 0.0503112
threshold=0.00039601318712811922 0.022641776129603389 0.0018488886416889729 0.00096484774257987748 0.00093549740267917525 0.011169348377734424 0.00057154725072905432 0.0095705352723598498 0.0025217677466571335 0.00017767510871635753 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 -4 7 -5 9 -1 -10
right_child=-2 -3 3 6 -6 -7 -8 -9 10 -11 -12
leaf_value=-8.1410995983801897e-05 -4.2124922072412969e-05 -0.0016435961659944489 -0.002275937650524632 0.0025097628533704672 0.00026340346040011907 0.0020044095849863232 0.00031978791686524321 -1.7805306547607194e-05 0.0010665903923923431 -0.0013463177911546664 -0.00013327753041241384
leaf_weight=582.93967962265015 6164.4945392608643 52.533787488937378 107.3371924161911 91.19243049621582 237.76019465923309 31.692546248435974 1388.9531383514404 75.097766280174255 177.00930619239807 216.08263349533081 434.90661776065826
leaf_count=222 3223 36 67 23 122 19 578 27 93 142 228
internal_value=0 7.64772e-05 0.000103508 0.000286519 -0.000313546 -0.00130021 0.000431897 0.0013683 -0.000147094 -0.000423485 0.000213809
internal_weight=0 3395.51 3342.97 1932.03 376.79 139.03 1555.24 166.29 1410.94 799.022 611.916
internal_count=4780 1557 1521 836 208 86 628 50 685 364 321
is_linear=0
shrinkage=0.06


Tree=1042
num_leaves=12
num_cat=0
split_feature=110 78 68 94 11 42 102 102 31 106 137
split_gain=0.00856328 0.034376 0.0455606 0.0567827 0.0600769 0.0914641 0.0394174 0.023224 0.0166916 0.0355749 0.0536312
threshold=0.024066280573606495 0.0068083447404205808 0.024810968898236755 0.0054799309000372895 0.0019071503775194289 0.0020932231564074759 0.0036604277556762104 0.00062670491752214741 0.0019672545604407792 0.0046923852059990176 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 7 -6 -3 -2 -1 10 -10
right_child=1 6 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-6.0064541625836262e-05 -0.00023168307523839041 -0.0022267907746163235 0.0016943365724336314 0.0012519157003138103 -3.7448289178440652e-05 -0.0033246656783416655 0.0006245455779081597 0.00079241096619492031 -0.00033994705529361404 0.00040085799236508568 0.0007518894000456863
leaf_weight=6892.6006857156754 161.20408201217651 42.204313516616821 78.071508049964905 130.58024668693542 82.453498482704163 48.334090352058411 29.762466549873352 157.70850920677185 780.80832457542419 951.92719626426697 204.34491086006165
leaf_count=3375 39 31 26 38 33 36 14 43 517 499 129
internal_value=0 0.000197451 0.000333551 0.00015047 -0.000169359 -0.00125228 -0.0010476 0.000274751 -1.63315e-05 0.000139281 -0.000113473
internal_weight=0 730.319 658.352 580.28 449.7 130.788 71.9668 318.913 8829.68 1937.08 985.153
internal_count=4780 260 215 189 151 69 45 82 4520 1145 646
is_linear=0
shrinkage=0.06


Tree=1043
num_leaves=12
num_cat=0
split_feature=32 139 17 28 58 117 107 116 98 114 72
split_gain=0.00871502 0.0292941 0.0402477 0.0377515 0.0255993 0.0546985 0.0870335 0.0482089 0.0350763 0.0333467 0.0317565
threshold=0.00087947337306104611 0.00017767510871635753 0.00057154725072905432 0.0026012937305495147 0.021960759535431865 0.012636432424187662 0.00244467705488205 0.0063990866765379914 0.0072436286136507997 0.0012745757703669371 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 10 6 -6 8 -8 -7 -2
right_child=4 2 -4 -5 5 9 7 -9 -10 -11 -12
leaf_value=1.9276024169647135e-05 -0.00071199006742311778 0.0026291329741935142 0.00010074369086595088 0.00024213261799353253 -0.00090578121402357602 -0.0018329627567730564 0.0025933674228900113 -0.00014786493097976522 0.00091040895423179452 0.00061091532482889768 -6.1758554402397594e-05
leaf_weight=4967.8549542427063 292.19901299476624 57.073022365570068 167.38395655155182 40.978358149528503 84.748164772987366 55.507529258728027 97.32220733165741 59.524933099746704 82.271205186843872 31.510252952575684 3623.6262353658676
leaf_count=2312 139 26 92 30 52 35 28 28 26 12 2000
internal_value=0 5.20892e-05 0.000666217 0.00163154 -6.30036e-05 0.000387541 0.000746381 0.00133194 0.00182241 -0.000948003 -0.000110279
internal_weight=0 5233.29 265.435 98.0514 4326.71 410.884 323.867 239.118 179.593 87.0178 3915.83
internal_count=4780 2460 148 56 2320 181 134 82 54 47 2139
is_linear=0
shrinkage=0.06


Tree=1044
num_leaves=12
num_cat=0
split_feature=145 19 110 20 148 130 60 87 80 58 53
split_gain=0.00886463 0.0326816 0.0370253 0.0465085 0.0500549 0.07402 0.0414394 0.0404406 0.046249 0.0617869 0.0367796
threshold=0.00044738779251929378 0.0063990866765379914 0.00075379351619631063 0.0014881226234138014 0.00244467705488205 0.0005893622583243997 0.00096484774257987748 0.0020292587578296666 0.00017767510871635753 0.00017767510871635753 0.0081988852471113222
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 7 4 -4 6 -6 8 9 -3 -1
right_child=-2 2 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.00017690888400969767 -2.5916801183143507e-05 0.00045879815693620183 -0.00012000801329627544 0.00044278529123592406 -0.0048260268980957269 0.00035161364286939029 -0.0017071700465114536 0.0020241246252809893 0.00038799283270256053 -0.0030040241120801317 0.0011895764564879537
leaf_weight=926.81111133098602 7958.6168776750565 35.188119053840637 59.864470839500427 67.402496337890625 35.552705645561218 25.562769412994385 26.971018075942993 36.935905456542969 197.85054743289948 39.230571746826172 150.01323926448822
leaf_count=410 4039 15 18 31 29 14 22 13 110 32 47
internal_value=0 0.000128802 -0.000259554 -0.000863574 -0.00145872 -0.00236852 -0.00348064 0.00016113 -9.16032e-05 -0.00136666 0.000317984
internal_weight=0 1601.38 524.559 215.353 147.951 88.0865 62.5237 309.205 272.269 74.4187 1076.82
internal_count=4780 741 284 114 83 65 51 170 157 47 457
is_linear=0
shrinkage=0.06


Tree=1045
num_leaves=12
num_cat=0
split_feature=109 22 9 146 52 131 82 60 91 119 73
split_gain=0.00827243 0.0226102 0.0260616 0.0384411 0.0349845 0.0330527 0.0233166 0.0187439 0.010201 0.0261936 0.0465672
threshold=0.037906534969806678 0.00077738583786413084 0.000490355829242617 0.00244467705488205 0.0033348383149132137 0.00017767510871635753 0.0012357163941487672 0.00046126570669002836 0.00057154725072905432 0.00042089859198313212 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 6 -4 -5 -2 -3 9 -1 -11
right_child=1 7 4 5 -6 -7 -8 -9 -10 10 -12
leaf_value=0.00013532300537769541 0.0017763116824222943 -0.0017831180407527907 0.0021608773408666013 -0.001827198254435681 0.00022219869303878928 0.00016467632007966749 -0.00011268970787394509 8.7213492127518065e-05 -5.545641831584034e-05 0.00025979268806672286 -0.0014101586279672178
leaf_weight=2653.2164645195007 54.621111631393433 31.874839544296265 62.316381573677063 50.081876754760742 72.488611102104187 74.758228540420532 41.317895889282227 48.855921387672424 6228.8481472730637 129.19704687595367 112.42330718040466
leaf_count=1229 24 26 20 34 42 37 20 33 3183 54 78
internal_value=0 0.000255225 0.000461028 5.96497e-05 0.00111839 -0.0006344 0.000962779 -0.000651247 -1.22054e-05 8.08581e-05 -0.000517217
internal_weight=0 436.315 355.584 220.779 134.805 124.84 95.939 80.7308 9123.68 2894.84 241.62
internal_count=4780 236 177 115 62 71 44 59 4544 1361 132
is_linear=0
shrinkage=0.06


Tree=1046
num_leaves=12
num_cat=0
split_feature=18 24 60 42 50 85 58 86 58 8 10
split_gain=0.00864946 0.0228533 0.0391179 0.0457121 0.0566101 0.0299057 0.0250881 0.0245204 0.0199175 0.0185742 0.023886
threshold=0.0081988852471113222 0.0044099434744566688 0.0011261500185355546 0.011519505176693203 0.0045489775948226461 0.0010585968848317864 0.0053125319536775359 0.00044738779251929378 0.0015349716995842757 0.010829726699739696 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 7 8 -4 -2 10 -3
right_child=1 9 5 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-1.57501734554027e-05 -0.00026137595333184272 -0.00036411690869616751 0.0018676978819559776 0.0011450956691938879 -0.0027340447325735445 -0.00021012511116235482 0.001121108476881807 0.00033896045989615753 -0.0020945765133932042 0.0015905371379975758 0.0014876252909365563
leaf_weight=8883.4227627515793 70.218993663787842 68.47120726108551 70.193944811820984 44.291637659072876 49.560045719146729 124.16102981567383 31.510252952575684 81.774423003196716 30.648884177207947 66.176540970802307 39.570109486579895
leaf_count=4372 47 49 23 19 37 91 12 53 25 30 22
internal_value=0 0.000206799 1.44365e-06 -0.000583499 -0.00100431 0.000480681 -0.000356732 0.00104508 -0.000818397 0.000798943 0.000314083
internal_weight=0 676.577 502.359 226.23 181.938 276.129 132.378 151.968 100.868 174.218 108.041
internal_count=4780 408 307 140 121 167 84 76 72 101 71
is_linear=0
shrinkage=0.06


Tree=1047
num_leaves=12
num_cat=0
split_feature=93 71 32 44 82 87 43 82 1 145 144
split_gain=0.00840547 0.0411371 0.0693024 0.0806225 0.0450519 0.0445568 0.0640947 0.0434533 0.0423719 0.0401027 0.0393784
threshold=0.000490355829242617 0.037906534969806678 0.00055427959887310873 0.0013146653072908523 0.0034400182776153092 0.00038414125447161501 0.00064626874518580746 0.04273676127195359 0.00244467705488205 0.00093549740267917525 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 10 5 9 -7 8 -6 -3 -4
right_child=-2 2 3 -5 7 6 -8 -9 -10 -11 -12
leaf_value=-3.0190251301444353e-05 -3.7422901943757028e-05 0.0031205886228949692 -0.0033680547100245757 0.00045598290199633934 -0.0020838917948283095 -0.00060025814528448182 0.0022645985258984954 0.0013659799107169099 0.00069099074550069096 0.0011168738684052739 -0.00046055091712783575
leaf_weight=2325.7834296226501 6627.5939356088638 74.915472984313965 37.30049204826355 141.45660054683685 42.726144552230835 68.28891396522522 47.787210464477539 57.594853401184082 36.935905456542969 69.150282740592957 30.466590881347656
leaf_count=1534 2967 20 27 64 28 42 15 23 13 29 18
internal_value=0 8.45803e-05 0.000524609 -0.000359231 0.000989936 0.00145398 0.000579171 0.000110443 -0.000797297 0.00215882 -0.0020609
internal_weight=0 2932.41 606.622 209.224 397.399 260.142 116.076 137.257 79.6621 144.066 67.7671
internal_count=4780 1813 279 109 170 106 57 64 41 49 45
is_linear=0
shrinkage=0.06


Tree=1048
num_leaves=12
num_cat=0
split_feature=88 12 72 14 3 145 53 11 113 121 10
split_gain=0.00870717 0.0255341 0.0322309 0.0461568 0.0750712 0.0851533 0.0666185 0.0606981 0.0447127 0.047308 0.0631251
threshold=0.0041444667149335155 0.0022272822679951791 0.045367386192083366 0.0011980500421486797 0.00096484774257987748 0.0020932231564074759 0.0063990866765379914 0.0046923852059990176 0.0070226341485977182 0.0035485138650983576 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -6 -3 9 -5 -11
right_child=-2 2 -4 8 5 -7 -8 -9 -10 10 -12
leaf_value=2.718103269610094e-05 0.00011225425541765583 -0.0029931649002222184 -0.0014782260723475815 -1.2738830624740425e-05 -0.00025808722445236365 -0.0014319488841027467 0.0019264223800975022 -0.00071225307474791233 -0.0014660293029866284 -0.00049751240316825895 0.0022693078169466452
leaf_weight=6009.1335505247116 1973.9342392683029 72.331366658210754 72.670904397964478 812.97260415554047 128.70026469230652 115.39704895019531 82.453498482704163 100.16375350952148 65.497465491294861 47.447672724723816 79.297463417053223
leaf_count=2579 1247 59 49 485 81 77 33 68 50 25 27
internal_value=0 -2.92091e-05 -0.000244092 -0.000184471 -0.000656172 -0.000121324 0.000594943 -0.00166869 4.97078e-05 0.000155353 0.00123353
internal_weight=0 7586.07 1576.93 1504.26 499.046 326.551 211.154 172.495 1005.22 939.718 126.745
internal_count=4780 3533 954 905 318 191 114 127 587 537 52
is_linear=0
shrinkage=0.06


Tree=1049
num_leaves=12
num_cat=0
split_feature=22 87 85 39 28 22 36 73 96 97 14
split_gain=0.00909361 0.040394 0.0559926 0.0407342 0.0608457 0.0277391 0.123504 0.0446973 0.0547365 0.0302948 0.0274663
threshold=0.00090704852482303988 0.00017767510871635753 0.00039601318712811922 0.00064626874518580746 0.00046126570669002836 0.00077738583786413084 0.00096484774257987748 0.00899649551138282 0.0020932231564074759 0.0010918468469753864 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 -1 7 8 -7 -8 -5
right_child=1 3 -4 10 -6 6 9 -9 -10 -11 -12
leaf_value=-6.889978032186681e-06 -0.0027711178810937258 7.0432318931473359e-05 -4.5384313193509909e-05 0.00060786713644672122 0.0023013157014227775 -0.0045293986622953995 0.0014933227696110525 0.00011360482130287837 -0.0015352871907351017 -0.00041985578531225122 -4.0685789815965052e-05
leaf_weight=7623.0195959806442 39.752402782440186 98.912749290466309 85.45228910446167 299.89428293704987 79.297463417053223 34.3267502784729 71.419900178909302 28.014680147171021 61.115475058555603 51.12553882598877 1087.6687042713165
leaf_count=3731 29 43 56 135 27 28 24 16 43 28 620
internal_value=0 0.000126236 -0.000910803 0.000209161 0.0010631 -2.71268e-05 -0.000654218 -0.00199362 -0.00261215 0.000695151 9.94861e-05
internal_weight=0 1690.98 125.205 1565.77 178.21 7869.02 246.002 123.457 95.4422 122.545 1387.56
internal_count=4780 910 85 825 70 3870 139 87 71 52 755
is_linear=0
shrinkage=0.06


Tree=1050
num_leaves=12
num_cat=0
split_feature=66 66 86 145 99 80 109 116 51 123 141
split_gain=0.00862455 0.0419867 0.122204 0.0345185 0.0285968 0.0338812 0.0462221 0.0293353 0.0426342 0.026252 0.0231754
threshold=0.00087947337306104611 0.00075379351619631063 0.000490355829242617 0.0026833302108570938 0.00073092587990686308 0.0028552538715302949 0.0051502294372767219 0.0044099434744566688 0.0015833032084628942 0.0031340263085439806 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 8 -2 -6 -8
right_child=4 2 -4 -5 9 6 10 -9 -10 -11 -12
leaf_value=-1.8279748545729731e-06 0.00033208407755161347 -0.0017072657896002816 0.00019412916304782334 -0.0046313832081343077 -0.00018839044224028541 0.0029549467210530978 0.0018509996859922457 0.00082903495030334988 -0.0019131968368335641 0.00091079394359386517 -6.5495777351648328e-06
leaf_weight=8222.8332107067108 84.383578181266785 28.718804478645325 113.80650699138641 29.422928810119629 677.77797603607178 42.361557960510254 36.414074420928955 116.25841772556305 47.629966020584106 88.426030874252319 71.966780066490173
leaf_count=4025 38 20 62 24 385 14 16 64 32 55 45
internal_value=0 -2.12319e-05 -0.00094916 -0.00318703 0.000152965 0.000564858 0.00127441 0.000134043 -0.000478004 -6.15358e-05 0.000617555
internal_weight=0 8394.78 171.948 58.1417 1165.22 399.014 150.742 248.272 132.014 766.204 108.381
internal_count=4780 4131 106 44 649 209 75 134 70 440 61
is_linear=0
shrinkage=0.06


Tree=1051
num_leaves=12
num_cat=0
split_feature=51 61 61 72 34 26 133 79 83 61 85
split_gain=0.00862733 0.019792 0.0309971 0.0253589 0.03223 0.0347312 0.0430198 0.0256829 0.0271305 0.0200002 0.0272434
threshold=0.013032016810029747 0.0062037324532866487 0.0072436286136507997 0.0010263677686452868 0.00055427959887310873 0.00099512818269431613 0.0042751494329422721 0.0026012937305495147 0.013032016810029747 0.0005375427135732026 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 -6 9 -9 -5 -11
right_child=1 2 -4 7 5 -7 -8 8 -10 10 -12
leaf_value=-1.9818131332321553e-05 0.00076520456585716442 0.002172341174309215 0.00032682127660964397 -0.00020429455532518424 -0.0035296761669092805 0.00020963844809032269 -0.00068931583997461072 0.00011749242014386812 -0.0011919050707242219 0.0012236250161200969 -0.00038767032751690488
leaf_weight=8528.907368183136 44.109344363212585 40.613771557807922 169.49632954597473 82.635791778564453 33.100794911384583 44.81346869468689 45.699886322021484 270.70374512672424 72.149073362350464 179.95799911022186 47.812259316444397
leaf_count=4213 12 16 104 40 27 16 27 166 52 68 39
internal_value=0 0.00016393 0.000683556 3.09447e-05 -0.00062716 -0.001124 -0.00188243 0.000199912 -0.000158054 0.000595297 0.000885391
internal_weight=0 1031.09 210.11 820.982 167.723 123.614 78.8007 653.259 342.853 310.406 227.77
internal_count=4780 567 120 447 82 70 54 365 218 147 107
is_linear=0
shrinkage=0.06


Tree=1052
num_leaves=12
num_cat=0
split_feature=81 140 33 9 71 79 141 95 0 105 102
split_gain=0.00900931 0.0249754 0.0321977 0.0390932 0.0388023 0.0280433 0.0119012 0.0114717 0.0286706 0.0543815 0.0658697
threshold=0.027182282879948619 0.016164712607860569 0.00066645268816500913 0.0010263677686452868 0.0092791137285530585 0.0066005610860884198 0.0066005610860884198 0.0072436286136507997 0.0010918468469753864 0.00085274505545385193 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 5 -5 -4 -3 -1 9 10 -9
right_child=1 6 3 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-4.2292520746454578e-05 0.0015283206737068602 -3.4641043582759467e-05 -0.0016928771398626483 -0.00062473834071393006 0.0013281809224340228 0.00018891062448579617 -0.0015811292814879952 -0.0034111731437037741 0.00026906935848771058 0.00032752981985990638 -0.00040812506558610226
leaf_weight=7650.0407117605209 80.183881044387817 38.344154119491577 53.577449560165405 52.533787488937378 120.95489704608917 60.933181762695312 33.622625946998596 38.526447415351868 1190.5487596988678 157.915851354599 82.818085074424744
leaf_count=3801 38 21 30 36 37 36 24 28 608 74 47
internal_value=0 0.000265132 0.000464952 0.000168893 0.000736821 -0.000691544 -0.000757155 -1.2796e-05 0.000140727 -0.000406425 -0.00136158
internal_weight=0 440.15 368.183 287.999 173.489 114.511 71.9668 9119.85 1469.81 279.26 121.345
internal_count=4780 222 177 139 73 66 45 4558 757 149 75
is_linear=0
shrinkage=0.06


Tree=1053
num_leaves=12
num_cat=0
split_feature=61 54 140 125 29 78 148 92 121 28 58
split_gain=0.00872255 0.0526278 0.0446387 0.181592 0.124117 0.0497003 0.0671672 0.0433777 0.0420745 0.0982358 0.0668954
threshold=0.00064626874518580746 0.00017767510871635753 0.0079489401541650313 0.0013986918493174019 0.015675474889576439 0.0022272822679951791 0.0012357163941487672 0.4073652476072312 0.0018488886416889729 0.00017767510871635753 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 8 -7 -3 9 10 -1
right_child=-2 7 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.000223166823107733 -3.6000051514154461e-05 0.00019336785591174752 -0.0059584054245556319 0.00061255029053189879 -0.00088416862625087501 -0.0030186219140783603 -0.00032250802429882543 0.0015205263541180746 -0.00050973279483819704 -0.0010815814326116877 0.0026784071664596853
leaf_weight=69.67211377620697 6855.1860955953598 1849.7620632648468 36.074536681175232 85.427240252494812 33.440332651138306 39.752402782440186 203.82307982444763 93.122510194778442 131.98849534988403 68.106620669364929 93.644341230392456
leaf_count=26 3574 810 26 32 17 29 132 28 46 35 25
internal_value=0 9.12399e-05 -0.000331386 -0.00124037 -0.00351743 -9.93557e-05 -0.000762524 0.000256979 0.000345131 0.000832688 0.00163098
internal_weight=0 2704.81 761.929 154.942 69.5149 606.987 243.575 1942.88 363.412 231.423 163.316
internal_count=4780 1206 368 75 43 293 161 838 132 86 51
is_linear=0
shrinkage=0.06


Tree=1054
num_leaves=12
num_cat=0
split_feature=99 52 10 12 105 39 63 137 138 45 29
split_gain=0.00894518 0.0537412 0.0612847 0.0569888 0.0913581 0.101124 0.0327566 0.0297348 0.0280999 0.0379434 0.0367821
threshold=0.023343417793512348 0.020658296532928947 0.0013986918493174019 0.0010263677686452868 0.00099512818269431613 0.00052132029668428015 0.00085274505545385193 0.00040826165059115743 0.00052132029668428015 0.0014427106943912806 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 -6 -5 -7 10 -10 -2
right_child=1 -3 3 6 5 7 -8 -9 9 -11 -12
leaf_value=1.8984890544733293e-05 0.001333223927993738 -0.0019377813916304459 0.0014915006875466038 -0.0032270935083173876 -0.0032666402856439585 -0.00088380747409908954 -0.0010477895376444651 0.00083385055610435356 0.00019055442011778302 0.0018804044628684784 -0.00040948722824606147
leaf_weight=8635.9551205635071 57.594853401184082 58.481271028518677 92.600679159164429 31.17071521282196 45.699886322021484 73.010442137718201 122.04865682125092 72.124024510383606 101.02512228488922 90.852892756462097 179.43616807460785
leaf_count=4338 23 34 31 22 27 39 79 28 55 33 71
internal_value=0 -0.000177429 -5.84923e-05 -0.000558862 -5.48896e-05 -0.000805262 -0.00149114 -3.02238e-05 0.000450914 0.000990687 1.39645e-05
internal_weight=0 924.045 865.563 436.654 283.435 190.834 153.219 145.134 428.909 191.878 237.031
internal_count=4780 442 408 226 125 94 101 67 182 88 94
is_linear=0
shrinkage=0.06


Tree=1055
num_leaves=12
num_cat=0
split_feature=44 92 75 135 149 9 141 35 0 51 5
split_gain=0.00823834 0.0165991 0.0269257 0.0198966 0.0333333 0.018863 0.0156845 0.0110598 0.0347502 0.0683481 0.0647822
threshold=0.04673989117145539 0.0041444667149335155 0.0015349716995842757 0.0018488886416889729 0.0019071503775194289 0.00017767510871635753 0.0034400182776153092 0.0048403022810816774 0.0066005610860884198 0.0018488886416889729 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 4 -2 -5 -7 8 -1 10 -10
right_child=1 2 -4 5 -6 6 -8 -9 9 -11 -12
leaf_value=-1.2150180364509531e-05 -0.00030699680975341842 -0.0018848980652779422 0.00057489305377532635 -0.00082962852894130862 0.0014906732896494339 0.00080699808576477166 -0.0002223691135104874 8.9629669319417143e-05 -0.0031563107924281095 -0.00012621463912871611 -0.00055468017172613461
leaf_weight=5819.6183969974518 56.029360294342041 32.396670579910278 31.692546248435974 66.176540970802307 110.1035920381546 114.82512021064758 99.434580326080322 2657.8739923238754 59.367688655853271 430.36738288402557 82.113960742950439
leaf_count=2743 32 23 19 30 35 32 40 1500 45 238 43
internal_value=0 0.000234469 -0.000668515 0.00036406 0.000884398 5.58078e-05 0.000329285 -1.32312e-05 -5.60056e-05 -0.000502315 -0.00164636
internal_weight=0 510.658 64.0892 446.569 166.133 280.436 214.26 9049.34 6391.47 571.849 141.482
internal_count=4780 211 42 169 67 102 72 4569 3069 326 88
is_linear=0
shrinkage=0.06


Tree=1056
num_leaves=12
num_cat=0
split_feature=127 80 92 11 129 80 124 104 87 37 14
split_gain=0.00821822 0.0296879 0.0523553 0.0989667 0.112932 0.0762731 0.0980014 0.0556541 0.114255 0.0455308 0.0432896
threshold=0.00017767510871635753 0.0046923852059990176 0.00017767510871635753 0.004017772153019906 0.00017767510871635753 0.01884530205279589 0.0010585968848317864 0.015200819820165636 0.00080172589514404546 0.0098710241727530974 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 7 4 5 6 -4 -3 -9 -1 -5
right_child=-2 2 3 10 -6 -7 -8 8 -10 -11 -12
leaf_value=-2.664042296297622e-05 6.0346900912138837e-05 -0.00023058010411378344 -0.006829441795000309 0.00035010321501200358 -0.0005729370004185668 -0.0011267108040132951 -0.0018137079255996216 0.0025839696313186525 -0.0011850584535103373 0.00079107585074014415 -0.00074357020902992676
leaf_weight=3717.9315545558929 4391.8493711948395 296.3987101316452 31.874839544296265 284.6860363483429 144.97722220420837 37.118198752403259 25.040938377380371 82.975329518318176 44.473930954933167 262.43654644489288 240.23715424537659
leaf_count=1820 2195 139 26 150 84 20 17 30 26 125 148
internal_value=0 -5.12823e-05 -0.000314531 -0.000611247 -0.00162331 -0.00324272 -0.0046227 0.000220263 0.00126875 2.72738e-05 -0.000150429
internal_weight=0 5168.15 1187.78 763.934 239.011 94.034 56.9158 423.848 127.449 3980.37 524.923
internal_count=4780 2585 640 445 147 63 43 195 56 1945 298
is_linear=0
shrinkage=0.06


Tree=1057
num_leaves=12
num_cat=0
split_feature=22 58 129 120 8 1 81 46 117 110 4
split_gain=0.00824529 0.0319921 0.0331723 0.0362701 0.0344178 0.0574174 0.060507 0.0262211 0.046869 0.0428005 0.0326871
threshold=0.00090704852482303988 0.013860232196748258 0.013860232196748258 0.00038414125447161501 0.00244467705488205 0.00017767510871635753 0.0053125319536775359 0.0013560238294303419 0.0031340263085439806 0.00017767510871635753 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 -3 -6 -7 9 -9 -2 -10
right_child=1 2 -4 -5 5 6 -8 8 10 -11 -12
leaf_value=-2.5830557338415817e-05 0.0023295051830660167 0.0018250195225341184 0.0021204838086032406 -0.0010570946454623274 0.0019168217103627087 -0.0020064011185618276 0.0006286220835889743 -0.00093009079517867395 -0.00020137074719120475 -9.1368262232222234e-05 0.00049168365170935719
leaf_weight=7869.0219404697418 43.769806623458862 70.193944811820984 46.561255097389221 51.12553882598877 53.734694004058838 51.829663157463074 79.479756712913513 201.39621794223785 623.49640214443207 65.837003231048584 403.55360925197601
leaf_count=3870 22 23 14 28 13 32 34 154 351 40 199
internal_value=0 0.000120203 0.000628362 0.000401589 0.000693771 0.000264648 -0.000411458 -1.38286e-05 -9.31665e-05 0.000875371 7.09476e-05
internal_weight=0 1690.98 352.925 306.364 255.238 185.044 131.309 1338.05 1228.45 109.607 1027.05
internal_count=4780 910 144 130 102 79 66 766 704 62 550
is_linear=0
shrinkage=0.06


Tree=1058
num_leaves=12
num_cat=0
split_feature=1 18 11 50 92 17 102 127 131 34 95
split_gain=0.00858449 0.0364391 0.0478623 0.0401753 0.0754543 0.0749394 0.0597076 0.0525667 0.0877244 0.0702303 0.0724854
threshold=0.00093549740267917525 0.00047558375808876013 0.020658296532928947 0.00244467705488205 0.037906534969806678 0.0013986918493174019 0.00096484774257987748 0.00099512818269431613 0.0033348383149132137 0.02636832278221846 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -7 8 9 10 -5
right_child=1 2 -4 7 -6 6 -8 -9 -10 -11 -12
leaf_value=-5.5373559108748435e-05 -0.0001268351243893705 -0.00023880164840105086 0.0006440899690385402 -3.7347833469422541e-05 0.0019491718649434905 0.0030720378584652777 0.00045001739263303723 0.00048626731610588921 0.00061218978916212038 0.00087703067147923809 -0.00121267353508174
leaf_weight=4906.2927947044373 377.33681321144104 1802.0680968761444 251.94982802867889 337.87385046482086 124.2932254076004 53.916987299919128 74.418690800666809 711.82223761081696 373.42655611038208 118.16344857215881 428.43730318546295
leaf_count=2344 229 1052 137 142 50 20 47 310 171 45 233
internal_value=0 5.8379e-05 -0.000130504 0.000207616 0.000624691 0.000299137 0.00155159 7.42253e-05 -0.000158941 -0.000484514 -0.000694461
internal_weight=0 4653.71 2054.02 2599.69 629.966 505.672 128.336 1969.72 1257.9 884.475 766.311
internal_count=4780 2436 1189 1247 346 296 67 901 591 420 375
is_linear=0
shrinkage=0.06


Tree=1059
num_leaves=12
num_cat=0
split_feature=110 62 145 93 70 44 114 116 142 82 11
split_gain=0.00811364 0.0271061 0.0405385 0.0539757 0.0444329 0.0353627 0.0353025 0.0288498 0.0401913 0.0180978 0.0171831
threshold=0.024066280573606495 0.0026833302108570938 0.0030382014811038975 0.0084566329605877417 0.0026012937305495147 0.0070226341485977182 0.0016846025246195497 0.0034400182776153092 0.0070226341485977182 0.00096484774257987748 0.020658296532928947
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 6 -3 -2 8 -4 -5 -1
right_child=1 5 7 9 -6 -7 -8 -9 -10 -11 -12
leaf_value=-4.2379645438739383e-05 -0.0031646708423072011 0.00034696897111400308 0.00033915851329496859 -0.00017684304551962763 0.00057838810141476644 -0.0021205415729128531 -0.00044461019967656187 -0.00010357516984742586 0.0019190445453190876 0.00091584199977140241 0.00024864676989166837
leaf_weight=8026.2016673088074 43.952099919319153 44.109344363212585 112.37320947647095 106.24343264102936 32.214377284049988 39.752402782440186 28.196973443031311 91.557017087936401 119.72894167900085 112.19091618061066 803.47945010662079
leaf_count=4077 29 12 30 25 16 29 23 37 36 23 443
internal_value=0 0.000192197 0.000323853 -0.000151914 -0.00127438 -0.000822688 -0.00210163 0.000798354 0.00115414 0.000384375 -1.5897e-05
internal_weight=0 730.319 646.457 322.798 104.363 83.8617 72.1491 323.659 232.102 218.434 8829.68
internal_count=4780 260 219 116 68 41 52 103 66 48 4520
is_linear=0
shrinkage=0.06


Tree=1060
num_leaves=12
num_cat=0
split_feature=100 18 32 81 99 53 146 21 8 8 27
split_gain=0.0085391 0.0588335 0.044872 0.0396938 0.0882628 0.0399155 0.038871 0.0774065 0.0685083 0.0416647 0.037036
threshold=0.020035739988088611 0.0021592099219560628 0.00068727668258361529 0.0021592099219560628 0.004017772153019906 0.001792412775103003 0.00899649551138282 0.0042751494329422721 0.0048403022810816774 0.0066005610860884198 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 8 -5 -8 -4
right_child=1 2 10 6 -6 -7 9 -9 -10 -11 -12
leaf_value=-1.9935633071862454e-05 -0.0010787635775884672 -0.0025628029679931777 0.0011914431548899185 -0.00066424753811954716 0.0028663266719510258 0.00075718447160602403 -0.0001559732286579342 0.00015844194372958054 -0.0041791437067036225 0.001490667808097302 -0.001177056656373308
leaf_weight=8508.398713350296 53.577449560165405 43.952099919319153 38.6836918592453 57.255315661430359 64.064167976379395 208.65175473690033 110.46817862987518 271.85455393791199 30.648884177207947 110.80771636962891 61.637306094169617
leaf_count=4347 30 29 11 33 18 64 49 95 25 39 40
internal_value=0 0.000161297 -0.000964156 0.000340254 0.000869829 0.000382072 4.28594e-05 -0.00034202 -0.00188976 0.000668611 -0.000263765
internal_weight=0 1051.6 144.273 907.328 326.293 262.229 581.035 359.759 87.9042 221.276 100.321
internal_count=4780 433 80 353 112 94 241 153 58 88 51
is_linear=0
shrinkage=0.06


Tree=1061
num_leaves=12
num_cat=0
split_feature=66 19 99 44 76 30 61 108 53 1 31
split_gain=0.0082499 0.0323296 0.0446126 0.0597144 0.0370203 0.0348642 0.0256161 0.0371822 0.0221887 0.0187737 0.0300533
threshold=0.00087947337306104611 0.00017767510871635753 0.00073092587990686308 0.0060143163427710542 0.0013146653072908523 0.0014881226234138014 0.00087947337306104611 0.0098710241727530974 0.0037758676335215573 0.00046126570669002836 0.02636832278221846
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 5 -2 8 -5 -8 -3 -4 -11
right_child=1 2 9 6 -6 -7 7 -9 -10 10 -12
leaf_value=-2.0765654081000068e-05 -0.002135726783264786 0.00091992752148925918 0.00052813973660594373 0.0011857448892425033 0.00031096179245878377 0.00011370767301555072 0.00048168512158062711 -0.0017520355628155356 0.0025631341957121495 -6.9211324079166916e-05 -0.0018424448117652281
leaf_weight=8394.7814509868622 45.882179617881775 43.587513327598572 174.19280886650085 42.361557960510254 43.247975587844849 45.360348582267761 57.777146697044373 50.081876754760742 92.078848123550415 533.86946475505829 36.778661012649536
leaf_count=4131 34 15 77 14 25 37 30 34 34 319 30
internal_value=0 0.000149606 0.000240562 0.000819873 -0.000948538 0.00155372 -6.44708e-05 -0.000555492 0.0020352 -1.70698e-05 -0.000183497
internal_weight=0 1165.22 1076.09 331.247 89.1302 181.027 150.221 107.859 135.666 744.841 570.648
internal_count=4780 649 590 164 59 86 78 64 49 426 349
is_linear=0
shrinkage=0.06


Tree=1062
num_leaves=12
num_cat=0
split_feature=145 63 11 92 51 124 88 53 121 143 19
split_gain=0.00831933 0.032359 0.0450957 0.0555901 0.0586779 0.0521352 0.0494292 0.0449158 0.0410937 0.0382904 0.0411336
threshold=0.00044738779251929378 0.0021592099219560628 0.00044738779251929378 0.00244467705488205 0.0044099434744566688 0.002945306478068233 0.00055427959887310873 0.0056525857653468856 0.00055427959887310873 0.00057154725072905432 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 6 7 -4 9 -1 -11
right_child=-2 -3 5 4 -6 -7 -8 -9 -10 10 -12
leaf_value=0.0012949101928303247 -2.5107029601036918e-05 -0.00023566890144398296 0.0009267966046491912 -0.0029214420604439101 0.0002406907389997807 -0.00040250000814932895 0.0018829781314704422 -0.00062086631659535299 -0.0011058171267756267 -0.0015881931649451889 0.00079157604950098111
leaf_weight=124.2932254076004 7958.6168776750565 574.79772520065308 278.50616180896759 48.15179705619812 37.640029788017273 137.46424555778503 138.11827218532562 89.105106353759766 67.220203042030334 46.743548393249512 59.342639803886414
leaf_count=50 4039 301 97 29 17 95 51 35 24 21 21
internal_value=0 0.000124778 0.000326597 -0.000188479 -0.0015341 0.00063362 0.000915252 0.000551659 0.000199435 0.000580282 -0.000256995
internal_weight=0 1601.38 1026.59 383.391 85.7918 643.194 505.73 367.611 297.6 230.379 106.086
internal_count=4780 741 440 162 46 278 183 132 116 92 42
is_linear=0
shrinkage=0.06


Tree=1063
num_leaves=12
num_cat=0
split_feature=73 65 78 25 146 58 94 47 76 134 115
split_gain=0.00829595 0.0211779 0.0249434 0.0518156 0.0372311 0.0229254 0.0215667 0.0341376 0.0548094 0.0291102 0.0277752
threshold=0.007706565549597145 0.0022272822679951791 0.0019071503775194289 0.0017376682371832433 0.0018488886416889729 0.0031340263085439806 0.0005375427135732026 0.019431582652032379 0.00017767510871635753 0.00082683752407319855 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -4 8 -8 10 -10
right_child=1 -3 6 -5 5 -7 7 -9 9 -11 -12
leaf_value=-2.6852077791720256e-05 0.00075573273797158375 -0.00024713741956737659 -0.00021456076075597108 -0.0015042230131748716 0.00018517066581228203 -0.0018392985135623015 0.00071821043147541036 0.001770201800674803 -0.0016189992882753568 0.0014580839508293738 -0.00013518157750673195
leaf_weight=7767.2745963335037 159.32410001754761 436.54725742340088 182.30276310443878 84.408627033233643 40.274233818054199 40.274233818054199 547.01543605327606 70.376238107681274 67.949376225471497 27.310555815696716 136.94241452217102
leaf_count=3626 82 291 135 62 26 26 340 30 52 12 98
internal_value=0 0.000116341 0.000233343 -0.000225674 0.000224235 -0.000827064 0.000377592 0.000504654 0.000390355 -0.000381999 -0.000627268
internal_weight=0 1792.73 1356.18 324.281 239.873 80.5485 1031.9 849.594 779.218 232.202 204.892
internal_count=4780 1154 863 196 134 52 667 532 502 162 150
is_linear=0
shrinkage=0.06


Tree=1064
num_leaves=12
num_cat=0
split_feature=104 47 15 117 20 32 60 93 118 51 128
split_gain=0.00802116 0.0261888 0.0277031 0.015125 0.0108797 0.0359885 0.0523674 0.048563 0.0491628 0.0649712 0.0445261
threshold=0.066585760563611998 0.10820819064974786 0.099488973617553725 0.0042751494329422721 0.00070876078098081063 0.0012357163941487672 0.0017376682371832433 0.016668972559273246 0.0023699469165876512 0.0005375427135732026 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -6 7 8 9 -7 -9
right_child=1 -3 -4 -5 5 6 -8 10 -10 -11 -12
leaf_value=-6.3829835557556591e-05 0.00081841162217778142 0.0013010060823355585 -0.0012771068839136927 -0.00046553945459189256 0.00022191688768050905 -0.003122539912826188 0.00023613587060755214 -0.0026726745456753624 0.00025687024347579456 -0.00049281565884992001 1.0279338103247444e-05
leaf_weight=5450.0770491361618 95.756714224815369 72.124024510383606 48.673628091812134 50.421414494514465 2256.9364895820618 36.778661012649536 701.4357146024704 62.863261461257935 329.68179833889008 420.76708209514618 34.483994722366333
leaf_count=2606 37 28 26 24 1125 30 418 41 173 261 11
internal_value=0 0.000324253 -3.72908e-05 0.000375537 -9.31534e-06 6.79973e-05 -0.000151035 -0.000458047 -0.000301715 -0.000704199 -0.00172227
internal_weight=0 266.976 194.852 146.178 9293.02 3842.95 1586.01 884.575 787.228 457.546 97.3473
internal_count=4780 115 87 61 4665 2059 934 516 464 291 52
is_linear=0
shrinkage=0.06


Tree=1065
num_leaves=12
num_cat=0
split_feature=18 60 145 120 93 19 102 78 66 100 150
split_gain=0.0088595 0.0343169 0.0518635 0.0379162 0.05236 0.0401427 0.0243751 0.0179541 0.0142534 0.020132 0.0141056
threshold=0.0081988852471113222 0.0011261500185355546 0.0035485138650983576 0.00043393640953581786 0.0058306583669036635 0.034632634371519096 0.0016846025246195497 0.0092791137285530585 0.00068727668258361529 0.0028552538715302949 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 8 -2 9 10 -3
right_child=1 6 -4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-1.5940261092627427e-05 -0.0022203330285638203 0.00056745707958322255 0.0009037148192562824 0.00065492096898256728 -0.0030463793029152819 0.0012592135141822655 0.00015468459463519637 -0.00045891735598932708 0.0020576316914450209 -0.00033044733171193401 0.0021022119078125926
leaf_weight=8883.4227627515793 38.526447415351868 44.473930954933167 93.487096786499023 49.195459127426147 42.726144552230835 30.98842191696167 207.16140818595886 45.360348582267761 43.769806623458862 39.048278450965881 41.83972692489624
leaf_count=4372 28 26 42 23 28 15 145 37 22 25 17
internal_value=0 0.000209295 -0.000269053 -0.000799229 -0.00125314 -0.000586177 0.000591019 -0.00126788 0.00112546 0.000800001 0.00131141
internal_weight=0 676.577 300.284 206.797 157.601 114.875 376.293 83.8868 169.132 125.362 86.3137
internal_count=4780 408 173 131 108 80 235 65 90 68 43
is_linear=0
shrinkage=0.06


Tree=1066
num_leaves=12
num_cat=0
split_feature=100 12 53 18 84 10 125 126 146 140 95
split_gain=0.00794138 0.0349841 0.0477734 0.0462405 0.0433558 0.0297627 0.0435835 0.035809 0.06757 0.0480545 0.0245019
threshold=0.020035739988088611 0.0022272822679951791 0.001792412775103003 0.0021592099219560628 0.00040826165059115743 0.037906534969806678 0.0031340263085439806 0.0003614811430452392 0.00244467705488205 0.0038949446752667431 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -4 6 7 8 -2 -10 -6
right_child=1 2 4 -5 10 -7 -8 -9 9 -11 -12
leaf_value=-1.9225248741234021e-05 -0.0019554528566329069 0.00087908091237045259 -0.0030804712049957782 -0.00094941940159595404 0.00042768113532402555 -0.00027936899982485919 0.0017124028883200096 0.00085865030435157386 -0.0010623410774243214 0.0011129165324636101 -0.0015779368814671959
leaf_weight=8508.398713350296 56.211653590202332 53.395156264305115 34.3267502784729 93.669390082359314 44.291637659072876 156.3253093957901 113.07733380794525 285.49730741977692 52.873325228691101 118.50298631191254 43.430268883705139
leaf_count=4347 39 23 28 49 19 59 34 89 26 35 32
internal_value=0 0.00015555 -0.000617813 0.000310409 -0.00127269 0.00046122 0.000646113 0.000411116 -0.000150293 0.000441802 -0.000565281
internal_weight=0 1051.6 175.444 876.157 122.049 782.488 626.163 513.085 227.588 171.376 87.7219
internal_count=4780 433 102 331 79 282 223 189 100 61 51
is_linear=0
shrinkage=0.06


Tree=1067
num_leaves=12
num_cat=0
split_feature=18 60 42 51 84 93 67 37 102 37 98
split_gain=0.00830048 0.029864 0.035618 0.0245636 0.0269574 0.035831 0.0248645 0.0232922 0.0215524 0.0227372 0.013879
threshold=0.0081988852471113222 0.0011261500185355546 0.011519505176693203 0.0013560238294303419 0.00077738583786413084 0.0014881226234138014 0.00087947337306104611 0.00057154725072905432 0.0016846025246195497 0.00038414125447161501 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 -2 9 -3 -10
right_child=1 8 -4 4 -6 -7 -8 -9 10 -11 -12
leaf_value=-1.5429161381974154e-05 -0.0015859983724123346 0.001874944252549525 0.0011341384297344679 -0.00038939356193571289 5.3646519182048774e-05 -0.0029488621861346888 0.0011839406986943843 0.00049112730647969032 0.00045964881574532611 0.00046646794780175259 -0.000626481082614639
leaf_weight=8883.4227627515793 40.796064853668213 71.419900178909302 55.142942667007446 35.552705645561218 43.247975587844849 44.134393215179443 44.291637659072876 37.118198752403259 147.79371953010559 97.711842775344849 59.367688655853271
leaf_count=4372 23 24 21 29 25 36 19 20 100 66 45
internal_value=0 0.000202584 -0.000243651 -0.000553576 -0.0011524 -0.00180695 4.88188e-05 -0.00059646 0.000558682 0.00106123 0.000148389
internal_weight=0 676.577 300.284 245.141 122.935 79.6871 122.206 77.9143 376.293 169.132 207.161
internal_count=4780 408 173 152 90 65 62 43 235 90 145
is_linear=0
shrinkage=0.06


Tree=1068
num_leaves=12
num_cat=0
split_feature=81 63 33 15 42 51 91 40 11 150 69
split_gain=0.00822959 0.0245717 0.031285 0.0152658 0.0170815 0.0130775 0.0193745 0.0117411 0.0236293 0.0372445 0.068154
threshold=0.027182282879948619 0.0013146653072908523 0.00066645268816500913 0.012636432424187662 0.004017772153019906 0.0068083447404205808 0.00087947337306104611 0.00060774214216507982 0.004017772153019906 0.0060143163427710542 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 4 5 6 -4 8 -1 -10 -11
right_child=1 2 3 -5 -6 -7 -8 -9 9 10 -12
leaf_value=-4.9059842183704865e-06 -0.00079915699045240876 0.0016014021045314822 0.00091343599626126433 -0.00094485152100619329 0.0012652414123991631 0.00089077768518253163 -0.00059837530477646259 -5.2678573490690523e-05 0.00072523719433470945 -0.0015261282975131986 0.0010063819588232452
leaf_weight=1800.1519198417664 67.584789633750916 68.628451704978943 41.83972692489624 37.822323083877563 56.890729069709778 54.621111631393433 112.76284492015839 6740.4110730886459 425.2311704158783 83.339916110038757 70.715775847434998
leaf_count=725 38 32 17 24 19 24 68 3590 179 44 20
internal_value=0 0.000253399 0.000444337 0.000183073 0.000343383 9.27174e-05 -0.000189237 -1.22298e-05 0.000102353 0.000435662 -0.000363637
internal_weight=0 440.15 372.565 303.937 266.114 209.224 154.603 9119.85 2379.44 579.287 154.056
internal_count=4780 222 184 152 128 109 85 4558 968 243 64
is_linear=0
shrinkage=0.06


Tree=1069
num_leaves=12
num_cat=0
split_feature=1 46 129 40 15 11 124 116 142 70 72
split_gain=0.00822214 0.0363134 0.0702851 0.0745469 0.0682292 0.112297 0.0972712 0.0636927 0.0634842 0.0595979 0.0500633
threshold=0.00093549740267917525 0.0062037324532866487 0.00093549740267917525 0.0048403022810816774 0.0044099434744566688 0.00085274505545385193 0.000490355829242617 0.00017767510871635753 0.0037758676335215573 0.00039601318712811922 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -6 -7 -8 -5 -9
right_child=-2 2 3 9 6 7 8 10 -10 -11 -12
leaf_value=2.8337830383755535e-05 5.7133657557528755e-05 -0.0042337875872495755 -0.00064144424287955644 0.0023065957446969194 0.00036124530118602057 0.00066274638099379736 -0.0037611764152471784 -0.0035677048601260499 -0.00084243763317541631 0.00026956273468995605 -0.00013816322467592238
leaf_weight=3907.4397567510605 4653.7070375680923 50.081876754760742 224.82156550884247 73.010442137718201 227.0410852432251 54.438818335533142 38.004616379737854 36.778661012649536 91.217479348182678 177.19159948825836 26.266893744468689
leaf_count=1817 2436 34 132 39 79 17 31 30 47 100 18
internal_value=0 -5.41923e-05 -0.000377044 0.000151486 -0.00085633 -0.0018548 -0.000386707 -0.000840668 -0.00170085 0.000863981 -0.00213884
internal_weight=0 4906.29 998.853 475.024 523.829 167.566 356.263 117.484 129.222 250.202 63.0456
internal_count=4780 2344 527 271 256 99 157 65 78 139 48
is_linear=0
shrinkage=0.06


Tree=1070
num_leaves=12
num_cat=0
split_feature=136 61 34 112 79 81 3 126 93 77 83
split_gain=0.00824372 0.0420212 0.041949 0.0324491 0.0346866 0.0677336 0.0776236 0.032521 0.0462844 0.0290575 0.025682
threshold=0.0017376682371832433 0.0021592099219560628 0.0012745757703669371 0.00057154725072905432 0.00043393640953581786 0.0048403022810816774 0.00064626874518580746 0.00099512818269431613 0.0012745757703669371 0.001792412775103003 0.020658296532928947
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 -5 6 -6 8 -4 -9 -7
right_child=1 2 3 4 5 10 -8 9 -10 -11 -12
leaf_value=-1.8427116369854225e-05 0.00092060247156602155 -0.0016905253326028357 0.00020599944636344485 0.0010916542218406633 -0.0037114084060047401 0.00048988463595696699 -0.00026175147746941671 -0.0018290717427105923 0.001993362299831485 0.0006142076942702554 -0.00078955656559605292
leaf_weight=8617.4085456132889 208.31221699714661 51.829663157463074 128.70026469230652 57.412560105323792 43.952099919319153 155.28164732456207 50.421414494514465 33.622625946998596 87.696857690811157 36.596367716789246 88.765568614006042
leaf_count=4340 74 32 81 16 29 65 24 24 27 23 45
internal_value=0 0.000168465 -4.49131e-05 8.00654e-05 -0.00027199 -0.00050333 -0.00186834 0.000566274 0.000930344 -0.000555696 2.45225e-05
internal_weight=0 942.591 734.279 682.449 395.833 338.421 94.3735 286.616 216.397 70.219 244.047
internal_count=4780 440 366 334 179 163 53 155 108 47 110
is_linear=0
shrinkage=0.06


Tree=1071
num_leaves=12
num_cat=0
split_feature=112 135 110 1 112 141 40 11 24 18 32
split_gain=0.00810784 0.0252427 0.0212562 0.0138402 0.0116062 0.0657385 0.0904524 0.0525775 0.044036 0.0363924 0.0634178
threshold=0.034632634371519096 0.00044738779251929378 0.024066280573606495 0.00093549740267917525 0.0021592099219560628 0.00046126570669002836 0.00080172589514404546 0.010180860292166473 0.00047558375808876013 0.0005893622583243997 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 6 -6 8 -7 10 -9
right_child=1 3 -4 -5 5 7 -8 9 -10 -11 -12
leaf_value=1.9140062671688449e-05 -0.0010131605422728444 0.0002802683573764472 0.00020333014308502288 0.0011093445305392054 -0.0031737986090818694 0.0010748600292034899 -8.4990215906410424e-05 -0.00033914212459758335 -1.8262543453495644e-05 -0.0001840662235659233 -0.0032384229225279966
leaf_weight=7331.7932933568954 85.244946956634521 213.53052735328674 131.44161546230316 109.73900544643402 59.524933099746704 149.83094596862793 80.001587748527527 59.342639803886414 1158.3413337469101 131.1271265745163 50.081876754760742
leaf_count=4021 25 44 25 21 28 40 31 21 431 59 34
internal_value=0 0.00022584 -0.00027524 0.000561712 -1.35192e-05 -0.000155353 -0.00140274 -4.2974e-05 0.000106938 -0.000858227 -0.0016661
internal_weight=0 539.956 216.687 323.27 9020.04 1688.25 139.527 1548.72 1308.17 240.552 109.425
internal_count=4780 115 50 65 4665 644 59 585 471 114 55
is_linear=0
shrinkage=0.06


Tree=1072
num_leaves=12
num_cat=0
split_feature=116 20 17 83 34 37 27 107 33 142 63
split_gain=0.00813314 0.0245635 0.0368388 0.0356202 0.0267143 0.0184812 0.0181514 0.0166371 0.026245 0.0369553 0.0203287
threshold=0.01884530205279589 0.00017767510871635753 0.0010585968848317864 0.057509137317538268 0.017724351026117805 0.0016331639490090313 0.0041444667149335155 0.048151826485991485 0.00042089859198313212 0.0044099434744566688 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 -3 4 -4 -6 -2 -1 -9 10 -10
right_child=1 2 3 -5 5 -7 -8 8 9 -11 -12
leaf_value=-2.4015838463163222e-07 0.0012285147807444873 -0.00073484842002013333 -0.00092856976469641759 0.0023682694644303532 -0.00010271052453849846 0.0014103787404342776 -5.3537619458601067e-06 -0.0014911961667630012 0.00017875470467156745 0.0010211916829697039 -0.0015135172418601157
leaf_weight=8768.9371802806854 119.2321594953537 162.6874772310257 56.393946886062622 30.466590881347656 57.437608957290649 58.8208087682724 67.062958598136902 69.332576036453247 44.109344363212585 64.768292307853699 60.750888466835022
leaf_count=4330 63 119 46 18 40 24 41 36 12 22 29
internal_value=0 0.000223539 -6.20631e-05 0.000476802 0.00014303 0.000662835 0.000784344 -1.37009e-05 -0.000507657 -0.000105654 -0.000801665
internal_weight=0 552.102 365.806 203.119 172.652 116.258 186.295 9007.9 238.961 169.629 104.86
internal_count=4780 351 247 128 110 64 104 4429 99 63 41
is_linear=0
shrinkage=0.06


Tree=1073
num_leaves=12
num_cat=0
split_feature=28 10 11 89 148 79 146 99 4 17 109
split_gain=0.00801326 0.0340118 0.0253819 0.0379149 0.0633233 0.059735 0.0504951 0.0473689 0.0365803 0.0432937 0.0456582
threshold=0.001792412775103003 0.057509137317538268 0.0030382014811038975 0.00085274505545385193 0.0079489401541650313 0.0011261500185355546 0.0036604277556762104 0.0013146653072908523 0.0015833032084628942 0.074787221848964705 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -7 9 10 -6
right_child=1 -3 3 -5 8 7 -8 -9 -10 -11 -12
leaf_value=-3.3416889437223755e-05 0.0002198187209317745 0.00150789618128533 -0.001187724719748268 0.00032766195866093832 0.00021862030139393511 0.00084769361050324404 -0.0040494184688853914 -0.0013242434179180924 0.00045772493788495499 0.0014106522075060788 -0.0018242214875631825
leaf_weight=6977.7704861164093 1455.487314581871 59.524933099746704 51.12553882598877 367.89375686645508 65.13287889957428 59.00310206413269 39.230571746826172 93.329852342605591 260.34922230243683 31.510252952575684 99.641922473907471
leaf_count=3328 783 28 28 235 36 31 32 59 137 12 71
internal_value=0 9.03e-05 5.68509e-05 -0.000165407 -0.000424797 -0.00120796 -0.00243021 -0.000482987 -8.56534e-06 -0.000627045 -0.00101672
internal_weight=0 2582.23 2522.7 1067.22 699.323 242.689 90.3561 152.333 456.634 196.285 164.775
internal_count=4780 1452 1424 641 406 150 60 90 256 119 107
is_linear=0
shrinkage=0.06


Tree=1074
num_leaves=12
num_cat=0
split_feature=40 99 140 14 68 44 13 51 11 124 44
split_gain=0.00750553 0.0203327 0.0886045 0.048895 0.0583055 0.0610931 0.0372785 0.0754796 0.0855199 0.111095 0.0923518
threshold=0.00060774214216507982 0.00040826165059115743 0.076978169381618514 0.037906534969806678 0.024810968898236755 0.0013146653072908523 0.00077738583786413084 0.0044099434744566688 0.00044738779251929378 0.002945306478068233 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 8 9 10 -2
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=9.0413867970595764e-05 -0.0058105160024508251 1.5370533372339978e-05 -0.0029541224370818074 0.001922018402013153 0.0024442391156729764 -9.540746745704439e-05 0.00047995670047225585 0.00025571917830341978 -0.00060157516748931183 0.00031767807828755418 -0.0012753747274061146
leaf_weight=2456.1270904541016 39.230571746826172 5865.9834561347961 42.204313516616821 39.387816190719604 56.368898034095764 86.313657879829407 151.65387892723083 286.43382275104523 475.88497591018677 32.918501615524292 27.492849111557007
leaf_count=1010 32 3072 31 15 22 43 110 148 258 20 19
internal_value=0 -3.12601e-05 -0.000252229 -0.000156859 -0.000227674 0.000907918 -0.000387527 -0.000540152 -0.000936249 -0.00253464 -0.00394185
internal_weight=0 7103.87 1237.89 1195.68 1156.3 142.683 1013.61 861.961 575.527 99.6419 66.7234
internal_count=4780 3770 698 667 652 65 587 477 329 71 51
is_linear=0
shrinkage=0.06


Tree=1075
num_leaves=12
num_cat=0
split_feature=44 33 27 37 101 75 42 121 93 93 1
split_gain=0.00771506 0.0176227 0.0146712 0.0144022 0.0355709 0.0139466 0.0247046 0.0136593 0.0116833 0.0249593 0.0584834
threshold=0.04673989117145539 0.00077738583786413084 0.0060143163427710542 0.00017767510871635753 0.0014881226234138014 0.00017767510871635753 0.0035485138650983576 0.0053125319536775359 0.021960759535431865 0.0048403022810816774 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 5 -5 -3 -7 -6 9 -1 -11
right_child=1 2 -4 4 7 6 -8 -9 -10 10 -12
leaf_value=1.3451015462056815e-05 0.0011321926598002127 0.00087370781457288412 0.0010608667155065556 -0.0017383555122577822 0.00065489404408700081 -0.0010286677416532983 0.0007193839318949427 -0.00055874777714552725 0.00013741197333479876 -0.00068764364441268135 4.7813247347735546e-05
leaf_weight=5893.619647026062 67.220203042030334 89.966475129127502 49.717290163040161 52.533787488937378 73.349979877471924 56.029360294342041 60.568595170974731 61.272719502449036 1545.5998879671097 658.79166793823242 951.33021867275238
leaf_count=3396 24 22 20 36 29 32 22 26 442 301 430
internal_value=0 0.0002269 8.96684e-05 -3.29702e-05 -0.000414209 0.000312449 -0.000120616 0.000102512 -1.28041e-05 -4.37452e-05 -0.000253104
internal_weight=0 510.658 443.438 393.721 187.156 206.564 116.598 134.623 9049.34 7503.74 1610.12
internal_count=4780 211 187 167 91 76 54 55 4569 4127 731
is_linear=0
shrinkage=0.06


Tree=1076
num_leaves=12
num_cat=0
split_feature=61 10 68 117 121 141 147 25 53 147 148
split_gain=0.00792551 0.0491861 0.0789691 0.0844338 0.0727523 0.101456 0.0644867 0.0455156 0.0365975 0.0689095 0.0471318
threshold=0.00064626874518580746 0.0058306583669036635 0.0031340263085439806 0.022641776129603389 0.0035485138650983576 0.0023699469165876512 0.0019071503775194289 0.00017767510871635753 0.013032016810029747 0.00055427959887310873 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 7 4 5 6 -4 -3 -1 -10 -11
right_child=-2 2 3 -5 -6 -7 -8 -9 9 10 -12
leaf_value=3.2376581384231965e-05 -3.4315870491629367e-05 0.00027549442006731469 -0.005112105730409113 0.0017343309912082184 0.00067167926430199468 0.00012620161016343485 -0.0010892628792306478 0.0023885047515691676 -0.0028442673656854725 0.0011414907204417169 -0.0016032938866316032
leaf_weight=2096.9903631210327 6855.1860955953598 54.621111631393433 32.396670579910278 80.34112548828125 99.252287030220032 64.428754568099976 25.745062708854675 111.85137844085693 46.925841689109802 53.212862968444824 39.048278450965881
leaf_count=950 3574 24 23 21 33 32 21 33 28 16 25
internal_value=0 8.69715e-05 0.000645878 6.77661e-05 -0.000535841 -0.00151364 -0.0033308 0.00169521 -3.01587e-05 -0.000972314 -2.02022e-05
internal_weight=0 2704.81 468.636 302.164 221.823 122.57 58.1417 166.472 2236.18 139.187 92.2611
internal_count=4780 1206 187 130 109 76 44 57 1019 69 41
is_linear=0
shrinkage=0.06


Tree=1077
num_leaves=12
num_cat=0
split_feature=104 61 54 61 54 145 52 108 8 108 123
split_gain=0.00765715 0.0260659 0.0200398 0.0106838 0.0496385 0.052858 0.114397 0.0972703 0.0572311 0.0553211 0.04865
threshold=0.066585760563611998 0.0084566329605877417 0.10522961243987085 0.00064626874518580746 0.00017767510871635753 0.00044738779251929378 0.00096484774257987748 0.0022975050378590827 0.0027679565828293566 0.0030382014811038975 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 9 -7 8 -8 10 -1
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=0.00074630193079000269 0.00034365586901727844 0.0013756105769713192 -0.0010043877812384919 -4.9937157554934153e-05 0.00025562530259926443 -0.0037366449273615759 -0.0034130812578653147 0.00075050596170518787 -0.00043874827346468762 -0.00093449227323151845 -0.0011569210345861751
leaf_weight=300.57335841655731 149.15187048912048 63.724630236625671 54.099280595779419 6624.1025576591492 1908.2182854413986 45.882179617881775 44.656224250793457 113.96375143527985 48.673628091812134 149.33416378498077 57.61990225315094
leaf_count=115 60 28 27 3478 820 34 33 45 26 67 47
internal_value=0 0.00031681 -1.51524e-05 -9.10151e-06 9.22501e-05 -0.000317575 -0.00102571 -0.000425678 -0.0018619 3.56733e-05 0.000440145
internal_weight=0 266.976 203.251 9293.02 2668.92 760.703 253.176 207.294 93.3299 507.527 358.193
internal_count=4780 115 87 4665 1187 367 138 104 59 229 162
is_linear=0
shrinkage=0.06


Tree=1078
num_leaves=12
num_cat=0
split_feature=100 5 118 12 88 18 83 149 121 65 46
split_gain=0.00838634 0.037958 0.0939746 0.0307838 0.0429588 0.0406081 0.0279165 0.0257167 0.044519 0.0422757 0.0400147
threshold=0.020035739988088611 0.1710825711488724 0.00017767510871635753 0.0022272822679951791 0.00093549740267917525 0.0021592099219560628 0.0063990866765379914 0.0026012937305495147 0.0042751494329422721 0.00017767510871635753 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 7 -6 10 9 -9 -2
right_child=3 2 -4 4 6 -7 -8 8 -10 -11 -12
leaf_value=-8.0516677858864766e-06 0.00022868197546762887 -0.0038234929355321821 0.00054136397411561424 -0.0023355424681120941 0.00072179124830752304 -0.00087549577446164424 -0.00099745592571336746 -0.0021709867857642464 0.00050128533861154502 0.00028218019077309175 0.0022394997029800989
leaf_weight=8436.4319332838058 75.80189061164856 31.874839544296265 40.091940522193909 38.526447415351868 74.054104208946228 93.669390082359314 62.863261461257935 47.629966020584106 537.91886878013611 53.916987299919128 67.220203042030334
leaf_count=4302 31 26 19 28 33 49 41 32 175 20 24
internal_value=0 -1.97565e-05 -0.00139188 0.000159848 -0.000565605 0.000305114 -6.75716e-05 0.000446442 0.00028377 -0.000868463 0.00117376
internal_weight=0 8508.4 71.9668 1051.6 175.444 876.157 136.917 782.488 639.466 101.547 143.022
internal_count=4780 4347 45 433 102 331 74 282 227 52 55
is_linear=0
shrinkage=0.06


Tree=1079
num_leaves=12
num_cat=0
split_feature=136 88 107 84 35 140 59 82 34 106 129
split_gain=0.00787682 0.0355243 0.0446292 0.0626343 0.0321757 0.0599594 0.0314535 0.0456517 0.0254515 0.035267 0.0200785
threshold=0.0017376682371832433 0.00047558375808876013 0.0031340263085439806 0.00040826165059115743 0.0048403022810816774 0.02636832278221846 0.0044099434744566688 0.002945306478068233 0.013032016810029747 0.0063990866765379914 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 7 -4 9 -3 -6
right_child=1 4 6 -5 10 -7 -8 -9 -10 -11 -12
leaf_value=-1.8012384377830712e-05 0.00038474834742516369 -0.00072987841883864985 0.0010074337330581973 -0.0025083540389662213 0.0017065474719462662 -0.0026008714740818279 0.0014845172229397002 -0.0009122421270762606 -0.0015714478057426847 0.00089971099669410113 9.5354916046075944e-05
leaf_weight=8617.4085456132889 96.982669591903687 98.051380515098572 131.80620205402374 37.30049204826355 35.188119053840637 45.882179617881775 161.56866860389709 67.402496337890625 41.682482481002808 93.304803490638733 133.4217928647995
leaf_count=4340 38 56 39 27 15 34 53 31 34 35 78
internal_value=0 0.000164674 0.000514889 -0.000418883 -0.000222736 -0.000618289 0.000862443 0.000357909 -0.000227945 6.47054e-05 0.000431603
internal_weight=0 942.591 495.061 134.283 447.531 278.921 360.777 199.209 233.039 191.356 168.61
internal_count=4780 440 188 65 252 159 123 70 125 91 93
is_linear=0
shrinkage=0.06


Tree=1080
num_leaves=12
num_cat=0
split_feature=93 11 108 58 144 115 27 25 37 107 78
split_gain=0.00829057 0.0283303 0.0365912 0.0622017 0.0601307 0.0508906 0.0443541 0.0441065 0.0376779 0.0503046 0.0574083
threshold=0.000490355829242617 0.00747153488919139 0.0005375427135732026 0.00017767510871635753 0.00017767510871635753 0.0014427106943912806 0.00064626874518580746 0.0026833302108570938 0.0016331639490090313 0.00244467705488205 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 -7 9 10 -4
right_child=-2 -3 8 5 -6 7 -8 -9 -10 -11 -12
leaf_value=-0.0023677039229943815 -3.7166247141800212e-05 0.000503456401333091 -0.0022307669380195556 0.0025888121840904636 0.00018333111316638082 -0.0012189680348050052 0.00054095728727245713 0.00078723969854250196 0.00029046392600131109 0.00011706210456228754 -0.00044887230632794777
leaf_weight=45.699886322021484 6627.5939356088638 483.99493014812469 71.966780066490173 88.400982022285461 122.23095011711121 53.237911820411682 66.880665302276611 152.33295440673828 565.92659759521484 600.56783676147461 681.16640210151672
leaf_count=27 2967 316 45 31 86 40 34 90 352 346 446
internal_value=0 8.40002e-05 1.08333e-06 0.000443027 -0.000510895 0.000886956 0.00170679 0.00026768 -0.000120655 -0.000292527 -0.000619144
internal_weight=0 2932.41 2448.41 528.783 167.931 360.853 155.282 205.571 1919.63 1353.7 753.133
internal_count=4780 1813 1497 308 113 195 65 130 1189 837 491
is_linear=0
shrinkage=0.06


Tree=1081
num_leaves=12
num_cat=0
split_feature=124 1 91 72 88 138 9 145 116 30 113
split_gain=0.00788253 0.0210982 0.011938 0.0174786 0.011417 0.00850128 0.027853 0.0288384 0.0226451 0.0160996 0.0148768
threshold=0.051876978948712356 0.0079489401541650313 0.00040826165059115743 0.0054799309000372895 0.0041444667149335155 0.022641776129603389 0.00017767510871635753 0.0012745757703669371 0.00087947337306104611 0.0017376682371832433 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 10 8 -8 -7 -9 -1
right_child=1 -3 4 -5 -6 6 7 9 -10 -11 -12
leaf_value=-0.00014663563156409927 -0.0013867183013040792 0.0018414389968211516 0.0011578315896231587 0.0002822798108183753 6.4915154577987804e-05 0.0018039194541032975 0.00075116032010841684 -0.0019389973489085616 5.9356435659177393e-05 -0.00029980580458313709 2.7311914520241775e-05
leaf_weight=2420.0136022567749 38.004616379737854 29.240635514259338 54.803404927253723 55.689822554588318 92.468483567237854 63.020505905151367 71.784486770629883 31.874839544296265 46.586303949356079 66.723420858383179 6589.7897100448608
leaf_count=1282 31 17 31 42 72 24 38 26 38 51 3128
internal_value=0 0.000319455 0.000134766 -0.000394704 0.000471616 -9.29181e-06 0.000316303 -0.000163676 0.00106243 -0.000829724 -1.941e-05
internal_weight=0 270.207 240.966 93.6944 147.272 9289.79 279.99 170.383 109.607 98.5983 9009.8
internal_count=4780 193 176 73 103 4587 177 115 62 77 4410
is_linear=0
shrinkage=0.06


Tree=1082
num_leaves=12
num_cat=0
split_feature=1 36 133 147 89 84 78 109 14 68 8
split_gain=0.00837567 0.0343815 0.0355279 0.0333211 0.0392008 0.0476691 0.0391324 0.0772009 0.0630066 0.055872 0.0856623
threshold=0.00039601318712811922 0.022641776129603389 0.0018488886416889729 0.028884131461381916 0.00068727668258361529 0.00017767510871635753 0.0022272822679951791 0.0026012937305495147 0.0026012937305495147 0.0017376682371832433 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 9 8 -8 -4 -11
right_child=-2 -3 3 -5 5 -7 7 -9 -10 10 -12
leaf_value=-0.00012928319483611063 -4.1680751272715852e-05 -0.0014473591604602354 0.0011069252041044854 -0.00074571376512630873 0.0021645444631461053 0.00010475998119206186 -0.0022989989920488476 0.00023190633971536905 0.00011164320661971876 -0.00081605234375080131 0.00077153062608751721
leaf_weight=1410.9382370710373 6164.4945392608643 52.533787488937378 349.37918210029602 110.33598303794861 87.879150986671448 74.940521836280823 89.312448501586914 645.12386560440063 69.332576036453247 207.45084822177887 298.27869212627411
leaf_count=685 3223 36 100 90 34 44 66 283 36 87 96
internal_value=0 7.56709e-05 9.96048e-05 0.000266759 0.000328082 0.00121649 0.000240884 -5.96943e-05 -0.00124548 0.000523415 0.000120302
internal_weight=0 3395.51 3342.97 1932.03 1821.7 162.82 1658.88 803.769 158.645 855.109 505.73
internal_count=4780 1557 1521 836 746 78 668 385 102 283 183
is_linear=0
shrinkage=0.06


Tree=1083
num_leaves=12
num_cat=0
split_feature=70 9 59 51 96 46 21 45 146 51 27
split_gain=0.00754871 0.0263175 0.0358044 0.0260145 0.0570903 0.0448694 0.0405868 0.101116 0.0792941 0.0645662 0.0713467
threshold=0.00046126570669002836 0.0026012937305495147 0.0038949446752667431 0.0038949446752667431 0.0018488886416889729 0.00087947337306104611 0.0012745757703669371 0.014293605927377941 0.0018488886416889729 0.0030382014811038975 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -5 7 8 -1 10 -8
right_child=-2 2 -4 4 -6 -7 9 -9 -10 -11 -12
leaf_value=0.00029067462297437466 -4.0962889413049366e-05 -0.0023722762629825481 8.1240832717597298e-05 0.0011843362442435035 0.00088871610884049945 -0.00038795052902123402 0.00013412377615475444 -0.0027299388205157403 -0.00054103437918502336 -0.0016198925601321561 0.0013958623503714535
leaf_weight=910.89874041080475 6011.4894607067108 37.118198752403259 50.603707790374756 80.183881044387817 413.51849663257599 352.99999916553497 619.56109619140625 53.759742856025696 754.46628427505493 57.255315661430359 218.14490878582001
leaf_count=421 2992 20 31 38 190 216 269 37 427 33 106
internal_value=0 6.93947e-05 -0.000956928 9.54093e-05 0.000384455 -9.69146e-05 1.78755e-06 -0.000168794 -8.61175e-05 0.000329456 0.00046269
internal_weight=0 3548.51 87.7219 3460.79 846.702 433.184 2614.09 1719.12 1665.37 894.961 837.706
internal_count=4780 1788 51 1737 444 254 1293 885 848 408 375
is_linear=0
shrinkage=0.06


Tree=1084
num_leaves=12
num_cat=0
split_feature=43 28 108 109 61 17 106 97 76 93 100
split_gain=0.00796194 0.0228169 0.0488344 0.0699239 0.0401329 0.0651813 0.0614853 0.0533407 0.0535473 0.0626786 0.0470407
threshold=0.00085274505545385193 0.002945306478068233 0.00017767510871635753 0.0017376682371832433 0.00064626874518580746 0.019431582652032379 0.00017767510871635753 0.00017767510871635753 0.00017767510871635753 0.00068727668258361529 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -6 10 9 -9 -8
right_child=1 -3 4 -5 6 -7 7 8 -10 -11 -12
leaf_value=5.4881607770593861e-05 -0.003167016458310089 0.00026784443467266211 0.00037606883887864696 -5.5722090986265227e-05 0.0019331431943413145 -0.0015354697752353087 -0.00070521035001012955 0.0011993318338864799 0.00044923543820348698 -0.00084528137582788674 -0.00010965696087458924
leaf_weight=4769.0470374822617 45.178055286407471 678.09246492385864 962.23857271671295 61.272719502449036 48.491334795951843 68.810745000839233 956.4413822889328 66.358834266662598 661.42587196826935 289.25032007694244 953.39249396324158
leaf_count=2626 30 351 319 26 19 39 465 37 310 164 394
internal_value=0 -5.46307e-05 -0.000107798 -0.00137617 -7.40969e-05 0.000248496 -0.000185885 -0.000220992 0.00013001 -0.000463744 -0.000407909
internal_weight=0 4790.95 4112.86 106.451 4006.41 1031.05 2975.36 2926.87 1017.04 355.609 1909.83
internal_count=4780 2154 1803 56 1747 358 1389 1370 511 201 859
is_linear=0
shrinkage=0.06


Tree=1085
num_leaves=12
num_cat=0
split_feature=107 104 9 112 52 35 24 148 4 11 102
split_gain=0.00753475 0.0366416 0.0337794 0.0629856 0.0321511 0.0739195 0.0464686 0.0431263 0.0353674 0.0342876 0.0367889
threshold=0.00017767510871635753 0.0037758676335215573 0.0013560238294303419 0.0033348383149132137 0.0020292587578296666 0.00087947337306104611 0.00017767510871635753 0.0045489775948226461 0.0005375427135732026 0.0062037324532866487 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -6 10 -7
right_child=-2 -3 -4 -5 7 9 -8 -9 -10 -11 -12
leaf_value=-0.0034092948969004725 -1.6620380137353578e-05 0.0015321922377016363 0.001130108396745113 0.0024383307144714077 0.0014179379746929277 -0.00088628139745947879 -0.00078267124961330732 -0.000989707560350598 -0.00036302790666742298 0.0018441896185444643 0.00049352870970350161
leaf_weight=44.656224250793457 8711.8391090631485 65.654709935188293 92.96526575088501 33.779870390892029 117.6416175365448 162.6874772310257 53.055618524551392 65.497465491294861 60.933181762695312 29.762466549873352 121.5268257856369
leaf_count=33 4280 33 45 7 48 119 33 50 36 14 82
internal_value=0 0.000170715 5.64832e-05 -8.82651e-05 -0.000218416 -0.000541899 -0.00198309 0.000327218 0.000810238 -9.339e-05 -0.00029629
internal_weight=0 848.161 782.506 689.541 655.761 411.689 97.7118 244.072 178.575 313.977 284.214
internal_count=4780 500 467 422 415 281 66 134 84 215 201
is_linear=0
shrinkage=0.06


Tree=1086
num_leaves=12
num_cat=0
split_feature=0 104 149 96 24 72 47 142 110 93 11
split_gain=0.0084629 0.044942 0.0582424 0.0737871 0.0427446 0.0385608 0.0415993 0.046621 0.0583195 0.0437611 0.0327378
threshold=0.00017767510871635753 0.0013146653072908523 0.00042089859198313212 0.00017767510871635753 0.011519505176693203 0.0014881226234138014 0.040252277627587325 0.0037758676335215573 0.0016846025246195497 0.016668972559273246 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 -3 -8 -5
right_child=-2 4 3 10 -6 -7 9 -9 -10 -11 -12
leaf_value=0.00036920768115272556 -2.0478998768412772e-05 0.0028291403966091591 -0.0025713649803276203 -0.0016452387153410356 0.0020557155177547779 -0.0010212857844311507 -0.0012876141333859647 0.00021422888492130855 0.00053321444658195128 0.0006571618010943487 0.00023104657175828923
leaf_weight=251.03836154937744 8448.2197536230087 77.367383718490601 70.376238107681274 45.517593026161194 57.412560105323792 66.358834266662598 78.096556901931763 167.69844543933868 82.088911890983582 89.262350797653198 126.56284284591675
leaf_count=102 4363 22 30 20 16 37 50 58 19 18 45
internal_value=0 0.000155616 -0.000271377 -0.000934635 0.000496428 0.000336815 0.000519059 0.000912657 0.00164719 -0.000250351 -0.000265256
internal_weight=0 1111.78 493.495 242.457 618.285 560.872 494.514 327.155 159.456 167.359 172.08
internal_count=4780 417 197 95 220 204 167 99 41 68 65
is_linear=0
shrinkage=0.06


Tree=1087
num_leaves=12
num_cat=0
split_feature=93 108 91 110 147 87 91 21 47 140 54
split_gain=0.00737296 0.0312897 0.052127 0.127784 0.0747029 0.045741 0.0417371 0.0603987 0.0872749 0.0535448 0.0670993
threshold=0.000490355829242617 0.00073092587990686308 0.00075379351619631063 0.00044738779251929378 0.0019071503775194289 0.004017772153019906 0.000490355829242617 0.0015833032084628942 0.0014427106943912806 0.039062514901161201 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 7 8 -3 10 -10
right_child=1 6 5 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=7.9215292144194368e-05 -0.0040935986895680428 -0.00040943351328661352 -0.00032580906306773206 0.00033184123882926646 -0.00088597133008216076 0.0017452063175469746 -8.0592524977111509e-05 -0.00030404680121384726 0.0016883647833052732 -0.00023671992328495878 0.000310419030639347
leaf_weight=2932.4058966636658 59.00310206413269 238.25697684288025 204.50215530395508 98.208624958992004 46.925841689109802 47.265379428863525 4862.133352637291 408.58962631225586 344.11077404022217 116.75519990921021 201.84290242195129
leaf_count=1813 31 95 112 39 28 18 2284 162 82 37 79
internal_value=0 -3.50491e-05 -0.000514715 -0.00122721 -0.00267264 6.29914e-05 3.8397e-07 0.000301034 0.00057544 0.000929521 0.00117893
internal_weight=0 6627.59 455.905 204.138 105.929 251.768 6171.69 1309.56 900.966 662.709 545.954
internal_count=4780 2967 228 98 59 130 2739 455 293 198 161
is_linear=0
shrinkage=0.06


Tree=1088
num_leaves=12
num_cat=0
split_feature=18 69 69 66 112 84 70 19 12 14 42
split_gain=0.00815234 0.0215253 0.0367248 0.0240785 0.0296714 0.0282592 0.0166292 0.0248161 0.0165586 0.0149219 0.0130638
threshold=0.0081988852471113222 0.00899649551138282 0.014293605927377941 0.00057154725072905432 0.00057154725072905432 0.00017767510871635753 0.0016331639490090313 0.017188700847327713 0.00075379351619631063 0.0013560238294303419 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 7 10 -8 -5 -2
right_child=1 2 -4 9 5 -7 8 -9 -10 -11 -12
leaf_value=-1.5290858051507956e-05 -0.00031264921775026023 0.0019836156330129474 -0.00025613249671454971 0.0014186289667507356 -0.0021900856738784418 -0.00021685461274573967 -0.0011948360495653248 0.0017392971024417002 0.0001127515257637414 0.0001163117185431643 0.0009427224532167031
leaf_weight=8883.4227627515793 88.60832417011261 59.00310206413269 47.629966020584106 64.950585603713989 43.952099919319153 64.428754568099976 52.533787488937378 44.99576199054718 103.65932631492615 61.819599390029907 44.99576199054718
leaf_count=4372 62 31 32 29 29 32 36 23 64 47 23
internal_value=0 0.000200768 0.000983184 5.4383e-05 -0.000154197 -0.00101707 0.000125136 0.000520584 -0.000327041 0.000783553 0.00011014
internal_weight=0 676.577 106.633 569.944 443.174 108.381 334.793 178.6 156.193 126.77 133.604
internal_count=4780 408 63 345 269 61 208 108 100 76 85
is_linear=0
shrinkage=0.06


Tree=1089
num_leaves=12
num_cat=0
split_feature=0 43 149 53 110 107 68 24 29 23 29
split_gain=0.00801324 0.0643875 0.0681435 0.055915 0.042755 0.046412 0.0607335 0.0538771 0.0595218 0.0504588 0.0387511
threshold=0.00017767510871635753 0.00039601318712811922 0.0011980500421486797 0.00050559637020342063 0.00096484774257987748 0.00087947337306104611 0.0023699469165876512 0.00060774214216507982 0.0032328735105693345 0.00044076706399209803 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 7 -7 8 9 -1 -6
right_child=-2 2 3 -5 10 6 -8 -9 -10 -11 -12
leaf_value=9.9046670898196318e-05 -1.9927524585625126e-05 -0.0023442562384753843 -0.0017844528836991531 0.00013986022934725948 -0.001031120893377145 0.0033091951916229909 0.00071873642416027807 0.0015590889835643156 0.0015482739951893859 -0.0031357167800606846 0.00085474319428189974
leaf_weight=35.892243385314941 8448.2197536230087 51.30783212184906 60.750888466835022 516.73808979988098 82.975329518318176 61.612257242202759 69.150282740592957 89.626937389373779 35.709950089454651 33.622625946998596 74.393641948699951
leaf_count=19 4363 35 29 168 30 16 29 32 12 24 23
internal_value=0 0.000151426 -0.000248752 -6.25743e-05 0.000672418 0.00106487 0.0019393 0.000478051 -0.00044274 -0.00146553 -0.000139609
internal_weight=0 1111.78 628.797 577.489 482.983 325.614 130.763 194.852 105.225 69.5149 157.369
internal_count=4780 417 232 197 185 132 45 87 55 43 53
is_linear=0
shrinkage=0.06


Tree=1090
num_leaves=12
num_cat=0
split_feature=22 87 92 141 127 57 103 145 78 85 142
split_gain=0.00764372 0.0312727 0.0426016 0.0245262 0.0399791 0.0473356 0.0431877 0.0389333 0.0575541 0.0384352 0.0469264
threshold=0.00090704852482303988 0.00017767510871635753 0.0072436286136507997 0.0056525857653468856 0.00039601318712811922 0.00044738779251929378 0.0022975050378590827 0.0030382014811038975 0.0092791137285530585 0.0038949446752667431 0.036783467978239066
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 7 -7 8 -6 10 -5
right_child=1 3 -4 9 5 6 -8 -9 -10 -11 -12
leaf_value=-2.4870422256674986e-05 -0.00014993989444149193 8.1260866138234978e-05 -0.0026905624051046036 -0.00069458014163229517 0.0013555144866167848 -0.0011519897752917273 0.0013359731629925058 0.0021475373343320509 -0.0011615426821835078 0.00096591168523338432 0.0016299202265912757
leaf_weight=7869.0219404697418 93.329852342605591 747.45008981227875 31.874839544296265 318.67324888706207 122.18085241317749 67.767082929611206 39.909647226333618 107.12985026836395 44.656224250793457 83.339916110038757 34.666288018226624
leaf_count=3870 59 411 26 188 38 45 12 36 33 44 18
internal_value=0 0.000115735 -0.000796736 0.0001887 0.000336378 0.000836027 -0.000229843 0.00125494 0.00068179 -0.000193144 -0.000466522
internal_weight=0 1690.98 125.205 1565.77 1129.09 381.644 107.677 273.967 166.837 436.679 353.34
internal_count=4780 910 85 825 575 164 57 107 71 250 206
is_linear=0
shrinkage=0.06


Tree=1091
num_leaves=12
num_cat=0
split_feature=145 19 77 44 51 35 47 75 39 140 58
split_gain=0.00788757 0.0256312 0.0328122 0.0311672 0.0303086 0.0392377 0.0420518 0.0331972 0.0368539 0.0298479 0.0373775
threshold=0.00044738779251929378 0.0063990866765379914 0.012636432424187662 0.00057154725072905432 0.0022975050378590827 0.00087947337306104611 0.00073092587990686308 0.0020932231564074759 0.016668972559273246 0.05109804309904576 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 5 6 -3 -6 -9 10 -1
right_child=-2 4 3 -5 7 -7 -8 8 -10 -11 -12
leaf_value=-1.543701161034203e-05 -2.4446848158824237e-05 -0.00025523008439110956 1.5637934042506174e-05 -0.0020689004301056276 0.0011319676619631115 -0.00011285842362119723 -0.0026296973797819063 -0.0013079177114823479 0.00097367521534487823 -0.00098015844415029019 0.00078257020716087408
leaf_weight=335.9688196182251 7958.6168776750565 50.421414494514465 80.548467636108398 38.004616379737854 99.616873621940613 210.97146987915039 57.437608957290649 63.567385792732239 42.543851256370544 52.873325228691101 569.42912173271179
leaf_count=161 4039 24 52 31 47 107 40 45 21 26 187
internal_value=0 0.000121497 0.000289035 -0.000652603 -0.000222428 -0.000588785 -0.00151969 0.00034534 -0.000393144 0.00040553 0.000486451
internal_weight=0 1601.38 1076.82 118.553 524.559 318.83 107.859 205.728 106.111 958.271 905.398
internal_count=4780 741 457 83 284 171 64 113 66 374 348
is_linear=0
shrinkage=0.06


Tree=1092
num_leaves=12
num_cat=0
split_feature=23 45 125 27 1 0 133 131 107 51 88
split_gain=0.00802432 0.0274666 0.0433099 0.0431797 0.0712345 0.0379839 0.0464855 0.0760908 0.0407703 0.0320178 0.0303808
threshold=0.0056525857653468856 0.0010263677686452868 0.00017767510871635753 0.00064626874518580746 0.00039601318712811922 0.00017767510871635753 0.0095705352723598498 0.0033348383149132137 0.0012357163941487672 0.0034400182776153092 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 9 8 -8 -7 -11
right_child=1 -3 5 -5 -6 6 7 -9 -10 10 -12
leaf_value=7.48929521517449e-05 -0.00059524594658652758 7.1583610994257141e-06 0.00068379788353345309 -0.00028592733294529834 -0.0043668910218227297 -0.00047225540394251836 -0.0012619619105859324 0.0013472474475185042 -0.0036871269738287826 0.001377626533427066 -0.00069892819001188527
leaf_weight=3347.0821534395218 38.865985155105591 5441.3381171226501 147.56132853031158 74.236397504806519 33.622625946998596 201.34612023830414 87.904199838638306 31.692546248435974 34.848581314086914 85.427240252494812 36.074536681175232
leaf_count=1771 18 2616 45 40 24 106 58 19 25 32 26
internal_value=0 -4.0347e-05 -0.000375365 -0.00130303 -0.00234466 -0.000157535 -0.000417644 -0.00127375 -0.00195045 -8.09505e-06 0.000761086
internal_weight=0 6212.92 771.58 146.725 72.4886 624.855 477.293 154.445 122.753 322.848 121.502
internal_count=4780 3009 393 82 42 311 266 102 83 164 58
is_linear=0
shrinkage=0.06


Tree=1093
num_leaves=12
num_cat=0
split_feature=110 116 20 11 94 32 53 46 91 11 87
split_gain=0.00783572 0.040376 0.0414762 0.0390974 0.0298442 0.028631 0.0266114 0.0400755 0.0240995 0.0156315 0.0288488
threshold=0.024066280573606495 0.0081988852471113222 0.0011615398107096555 0.010180860292166473 0.0054799309000372895 0.00043393640953581786 0.011169348377734424 0.0053125319536775359 0.00087947337306104611 0.020658296532928947 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 4 6 -5 7 -2 -8 -1 -11
right_child=1 2 -4 5 -6 -7 8 -9 -10 10 -12
leaf_value=-4.0881040093129646e-05 -0.00089802487061726576 -0.0027262000553642555 0.00036050702233625116 0.00017406254059201581 0.0012457661448474024 -0.00223181571870873 0.00012464828711304722 0.00079845157906641357 0.0013231884410245095 0.00044135861881829954 -0.00039486538140971902
leaf_weight=8026.2016673088074 130.05841565132141 33.100794911384583 29.762466549873352 36.414074420928955 141.43155169487 34.848581314086914 131.28437101840973 81.567080855369568 111.85137844085693 606.82980918884277 196.64964091777802
leaf_count=4077 41 27 14 16 40 25 42 22 33 310 133
internal_value=0 0.000188876 -0.00126481 0.000325789 0.000484553 -0.00100245 0.000247815 -0.00024415 0.000676021 -1.56223e-05 0.000236695
internal_weight=0 730.319 62.8633 667.455 596.193 71.2627 454.761 211.625 243.136 8829.68 803.479
internal_count=4780 260 41 219 178 41 138 63 75 4520 443
is_linear=0
shrinkage=0.06


Tree=1094
num_leaves=12
num_cat=0
split_feature=116 93 107 124 104 5 71 91 120 21 32
split_gain=0.00804429 0.0194722 0.0255798 0.0201215 0.0258026 0.0234503 0.0173741 0.0166876 0.028542 0.0146172 0.0138009
threshold=0.01884530205279589 0.00017767510871635753 0.0058306583669036635 0.00073092587990686308 0.0070226341485977182 0.00057154725072905432 0.015200819820165636 0.020035739988088611 0.000490355829242617 0.0042751494329422721 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 10 4 -4 -5 9 -1 -9 -2 -3
right_child=1 2 3 5 -6 -7 -8 8 -10 -11 -12
leaf_value=-2.3484092841149168e-05 0.00067973438743458309 -0.00084851248689980189 -0.0011096187408827962 0.00212645383007638 0.00071423160445503297 0.0001910759926254112 -0.00041954371507042185 0.0012432093071216375 -0.00070563468349913458 0.002072337821211424 0.00057983571522978036
leaf_weight=8878.518941283226 111.19735181331635 133.96867275238037 51.30783212184906 41.83972692489624 61.272719502449036 48.855921387672424 38.004616379737854 90.852892756462097 38.526447415351868 35.892243385314941 29.762466549873352
leaf_count=4368 77 99 35 17 26 33 31 33 28 19 14
internal_value=0 0.000222315 -3.07365e-05 0.00041882 -0.000116976 0.0010839 0.000724069 -1.36259e-05 0.000662885 0.00101955 -0.000588872
internal_weight=0 552.102 367.007 203.276 112.581 90.6956 185.094 9007.9 129.379 147.09 163.731
internal_count=4780 351 224 111 61 50 127 4429 61 96 113
is_linear=0
shrinkage=0.06


Tree=1095
num_leaves=12
num_cat=0
split_feature=114 125 136 4 133 45 137 104 78 44 61
split_gain=0.00766506 0.0150103 0.0113916 0.0305798 0.0440988 0.0418611 0.0334192 0.0615994 0.0318756 0.030942 0.0462282
threshold=0.011169348377734424 0.027182282879948619 0.0011261500185355546 0.0005375427135732026 0.0079489401541650313 0.0026833302108570938 0.00017767510871635753 0.00017767510871635753 0.00093549740267917525 0.0013146653072908523 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 8 6 7 -5 -4 10 -7
right_child=1 -3 3 5 -6 9 -8 -9 -10 -11 -12
leaf_value=-4.5064914516913729e-05 0.00010627446668811569 0.0011433871160458312 0.00065000017557682041 0.00034080534251449871 0.0016323416782561869 0.00052349323386810238 -0.00016990132812019521 -0.0030593553492314208 -0.0015233565381787548 0.00034609477615538912 -0.0022231114536074583
leaf_weight=7446.1424853801727 806.238898396492 53.577449560165405 74.393641948699951 32.032083988189697 111.32954740524292 44.291637659072876 146.72500860691071 47.812259316444397 36.074536681175232 717.43018341064453 43.952099919319153
leaf_count=3597 572 30 23 9 36 19 82 39 26 318 29
internal_value=0 0.0001709 -1.68896e-05 0.000150408 0.00078959 1.30667e-05 -0.000707451 -0.00169527 -5.97321e-05 0.000215689 -0.000844525
internal_weight=0 859.816 8700.18 1254.04 221.798 1032.24 226.569 79.8443 110.468 805.674 88.2437
internal_count=4780 602 4178 581 85 496 130 48 49 366 48
is_linear=0
shrinkage=0.06


Tree=1096
num_leaves=12
num_cat=0
split_feature=18 102 101 135 65 140 43 93 32 25 37
split_gain=0.00786656 0.0254263 0.0264389 0.024956 0.0460266 0.0213049 0.0171959 0.0243871 0.0154641 0.0132486 0.0390092
threshold=0.0081988852471113222 0.0016846025246195497 0.0011261500185355546 0.0044099434744566688 0.0030382014811038975 0.016164712607860569 0.0068083447404205808 0.010829726699739696 0.0023699469165876512 0.00090704852482303988 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 -2 8 7 -3 -4 10 -1
right_child=1 6 5 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=9.0610177858594024e-05 -0.0021309282094849856 0.00015570935315646194 6.3913111307123277e-05 0.0010984308136224579 0.000728346000398118 0.0022560409346497712 -0.0013975827917390316 -0.0016393254694243296 0.0013071055461665261 -8.236519798611794e-05 -0.0012678772349017659
leaf_weight=3990.2647931575775 40.45652711391449 302.42134022712708 69.514869332313538 42.361557960510254 40.613771557807922 41.135602593421936 35.370412349700928 29.944759845733643 74.758228540420532 4815.583243727684 77.574725866317749
leaf_count=1703 33 209 43 14 16 13 22 21 37 2616 53
internal_value=0 0.000197218 0.000598579 -8.1809e-05 -0.000698518 0.00105153 -0.000139862 -6.01558e-06 0.0007081 -1.50205e-05 6.47035e-05
internal_weight=0 676.577 308.841 123.432 81.0703 185.409 367.737 332.366 144.273 8883.42 4067.84
internal_count=4780 408 156 63 49 93 252 230 80 4372 1756
is_linear=0
shrinkage=0.06


Tree=1097
num_leaves=12
num_cat=0
split_feature=19 18 95 71 69 113 94 73 101 87 131
split_gain=0.00766664 0.0295386 0.0380498 0.0338982 0.0281724 0.0614142 0.0356814 0.0360824 0.02622 0.0254522 0.0215929
threshold=0.02129978779703379 0.00096484774257987748 0.00047558375808876013 0.055838862434029586 0.0035485138650983576 0.0026833302108570938 0.00066645268816500913 0.00050559637020342063 0.00055427959887310873 0.0014881226234138014 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 10 5 8 -6 -8 -3 -2 -4
right_child=1 4 3 -5 6 -7 7 -9 -10 -11 -12
leaf_value=-1.9007686778757724e-05 -0.0022957192895625492 -0.0010477979813760291 0.00046988995293395578 -0.0016646492502235637 0.001460484660983028 0.0020622055704052579 -0.0019121259688707273 3.4107539418366891e-05 0.00058096665689258051 -0.00014863307940004018 -0.00064678287940798994
leaf_weight=8496.692990899086 46.586303949356079 43.952099919319153 282.05183231830597 37.822323083877563 46.743548393249512 98.208624958992004 43.430268883705139 163.00196611881256 186.81694912910461 34.666288018226624 80.026636600494385
leaf_count=4197 38 29 141 24 21 39 32 85 101 18 55
internal_value=0 0.000151887 -0.000195965 4.45425e-05 0.000439389 0.00080555 -3.64028e-05 -0.000375351 0.000270753 -0.00137967 0.000223083
internal_weight=0 1063.31 481.153 399.901 582.153 328.978 253.176 206.432 230.769 81.2526 362.078
internal_count=4780 583 276 220 307 169 138 117 130 56 196
is_linear=0
shrinkage=0.06


Tree=1098
num_leaves=12
num_cat=0
split_feature=82 69 35 100 98 100 7 118 117 47 135
split_gain=0.00802335 0.0397187 0.0445311 0.0327037 0.0545518 0.0571465 0.0509087 0.0527586 0.0627448 0.0461266 0.0454209
threshold=0.00047558375808876013 0.019431582652032379 0.00073092587990686308 0.0028552538715302949 0.034632634371519096 0.013032016810029747 0.0033348383149132137 0.00017767510871635753 0.0031340263085439806 0.0036604277556762104 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 5 6 7 -5 -9 -7 -1
right_child=-2 2 -4 4 -6 9 -8 8 -10 -11 -12
leaf_value=1.289416484593675e-05 -3.5239140771478776e-05 -0.00017719266583560969 0.0022046148962755847 -0.00059928639233264487 0.0015824407172526237 0.0011256445371117603 0.00045136462302985752 -0.0010226189647570426 -0.0037886254288241384 -0.0011844783686320972 0.00073574419175340784
leaf_weight=1795.2091468572617 6775.2986059188843 49.717290163040161 65.472416639328003 125.179643034935 45.335299730300903 97.5045006275177 63.385092496871948 60.750888466835022 57.437608957290649 45.699886322021484 379.0094530582428
leaf_count=1019 3317 20 26 61 13 35 38 29 40 27 155
internal_value=0 8.57384e-05 0.0011766 3.86677e-05 -0.000401334 -0.000601209 -0.00106321 -0.00145768 -0.00236685 0.00038843 0.000138901
internal_weight=0 2784.7 115.19 2669.51 495.293 449.958 306.753 243.368 118.188 143.204 2174.22
internal_count=4780 1463 46 1417 243 230 168 130 69 62 1174
is_linear=0
shrinkage=0.06


Tree=1099
num_leaves=12
num_cat=0
split_feature=110 101 110 148 125 138 116 80 53 120 43
split_gain=0.00735012 0.0314856 0.0698536 0.0552835 0.0473398 0.0649879 0.0917119 0.0434343 0.0311259 0.0309781 0.0381962
threshold=0.00085274505545385193 0.14610802382230761 0.0011261500185355546 0.0012357163941487672 0.00075379351619631063 0.00039601318712811922 0.0049928687512874612 0.0072436286136507997 0.0037758676335215573 0.000490355829242617 0.024810968898236755
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 8 6 -6 -7 -5 10 -1
right_child=1 -3 -4 4 5 7 -8 -9 -10 -11 -12
leaf_value=-4.8348095121573723e-05 -0.0027079813705454879 -0.0014597507083128577 3.7690605003297975e-05 0.0013137826055622808 -0.0046192448497536327 -0.00088701815299988332 -0.0006493312051498684 0.0014411732878815359 -0.00054890903329917905 0.00051847109019137602 0.00059712603057609538
leaf_weight=4180.7888520956039 47.447672724723816 56.733484625816345 4089.5922267436981 65.290123343467712 36.778661012649536 111.90147614479065 48.673628091812134 38.865985155105591 63.906923532485962 461.69534254074097 358.32545626163483
leaf_count=2338 25 36 1808 19 30 81 26 18 35 243 121
internal_value=0 -5.50993e-05 -3.73999e-05 -0.000781202 -0.000531018 -0.00103607 -0.00235798 -0.000286839 0.000392408 5.02335e-05 2.60674e-06
internal_weight=0 4559.19 4502.46 412.864 365.417 236.22 85.4523 150.767 129.197 5000.81 4539.11
internal_count=4780 2078 2042 234 209 155 56 99 54 2702 2459
is_linear=0
shrinkage=0.06


Tree=1100
num_leaves=12
num_cat=0
split_feature=116 148 38 44 137 71 24 128 34 149 33
split_gain=0.00780376 0.0138404 0.0141679 0.00973688 0.0314888 0.0402187 0.0680245 0.0493384 0.0418362 0.0390001 0.0550164
threshold=0.036783467978239066 0.032603342086076743 0.00070876078098081063 0.0044099434744566688 0.0005375427135732026 0.02129978779703379 0.0072436286136507997 0.0010918468469753864 0.017724351026117805 0.00060774214216507982 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 9 -6 8 -8 -7 10 -1
right_child=1 -3 -4 -5 5 6 7 -9 -10 -11 -12
leaf_value=-2.642125718056098e-05 -0.00036987997606004912 0.0012929355844201503 0.00091189087537958246 -8.2107814411631034e-05 -6.0943049136654043e-06 -0.00064529989858244066 -0.0040763467513448793 -0.00070632332121611915 0.0011721241432705704 0.00028224635484019601 -0.001775076359138863
leaf_weight=1465.4772508144379 87.382368803024292 45.699886322021484 48.15179705619812 3769.7361688613892 1217.0981421470642 295.51229250431061 33.622625946998596 29.240635514259338 53.916987299919128 2446.3945940732956 67.767082929611206
leaf_count=798 61 27 29 1828 729 128 24 17 20 1074 45
internal_value=0 0.000389966 8.55002e-05 -7.53566e-06 4.25831e-05 -0.000179592 -0.00069176 -0.00250879 -0.000364871 0.000133548 -0.000103709
internal_weight=0 181.234 135.534 9378.77 5609.03 1629.39 412.293 62.8633 349.429 3979.64 1533.24
internal_count=4780 117 90 4663 2835 918 189 41 148 1917 843
is_linear=0
shrinkage=0.06


Tree=1101
num_leaves=12
num_cat=0
split_feature=67 6 101 110 141 95 92 147 35 67 58
split_gain=0.00740282 0.027065 0.0303537 0.0279114 0.0196846 0.0181473 0.0141502 0.0134219 0.0125365 0.0183224 0.030628
threshold=0.0044099434744566688 0.0010918468469753864 0.00075379351619631063 0.0012745757703669371 0.00085274505545385193 0.0019071503775194289 0.021960759535431865 0.05109804309904576 0.044033329933881767 0.001792412775103003 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 -6 -4 -3 9 -1 -11
right_child=1 7 6 -5 5 -7 -8 -9 -10 10 -12
leaf_value=1.9126264616140651e-05 0.001894355569352117 -0.0011794794682973761 -0.00043897029294918727 0.0019449115204955207 -0.00012062609342226891 0.0014676464406394116 0.0009111877728867992 0.00046803864724035516 -0.0009322199091295739 -0.00044373059748032025 0.00061452924738028569
leaf_weight=8213.8117899894714 29.762466549873352 64.975634455680847 144.11585342884064 62.498674869537354 123.97873651981354 32.736208319664001 34.666288018226624 24.519107341766357 53.055618524551392 660.16791641712189 115.71153783798218
leaf_count=3932 14 53 97 27 84 13 18 20 33 446 43
internal_value=0 0.00022076 0.000419279 0.000847572 0.000479794 0.000211148 -0.000177171 -0.000728105 -1.26276e-05 -7.20036e-06 -0.000285906
internal_weight=0 517.253 427.758 248.976 186.477 156.715 178.782 89.4947 9042.75 8989.69 775.879
internal_count=4780 326 253 138 111 97 115 73 4454 4421 489
is_linear=0
shrinkage=0.06


Tree=1102
num_leaves=12
num_cat=0
split_feature=88 88 135 115 101 117 46 36 128 86 89
split_gain=0.00810538 0.0236323 0.0433324 0.0381206 0.0375773 0.0469141 0.0334424 0.0294458 0.0330782 0.0309057 0.0274957
threshold=0.0041444667149335155 0.0017376682371832433 0.0023699469165876512 0.00899649551138282 0.010829726699739696 0.034632634371519096 0.0016846025246195497 0.0035485138650983576 0.0016846025246195497 0.0013986918493174019 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 8 10 -10 -8
right_child=-2 2 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=1.2380600559628197e-05 0.00010830558267523434 1.7965298460648277e-05 -1.7078726640655752e-05 0.0017583017732486926 0.00069924832267820541 -0.0028128325929228848 -0.0012873766389458073 0.0003074521957180577 -0.0022191160258549047 -0.00016534219274374972 0.00031546097947767414
leaf_weight=6615.5166752338409 1973.9342392683029 211.85788750648499 223.04873025417328 54.099280595779419 76.166477203369141 36.074536681175232 82.478547334671021 58.481271028518677 122.4132434129715 33.622625946998596 72.306317806243896
leaf_count=2964 1247 118 110 27 45 26 57 34 93 24 35
internal_value=0 -2.81817e-05 -0.000304665 0.000329475 -0.000558127 -0.000713286 -0.000582961 -0.000927694 -0.00116009 -0.00177657 -0.000538626
internal_weight=0 7586.07 970.549 277.148 693.401 617.234 581.16 369.302 310.821 156.036 154.785
internal_count=4780 3533 569 137 432 387 361 243 209 117 92
is_linear=0
shrinkage=0.06


Tree=1103
num_leaves=12
num_cat=0
split_feature=114 12 28 5 19 32 34 133 121 20 128
split_gain=0.00746144 0.0120807 0.0207042 0.0115247 0.0109479 0.0437162 0.0502072 0.0509022 0.112836 0.0486208 0.0573132
threshold=0.011169348377734424 0.0087224207818508166 0.0022975050378590827 0.00066645268816500913 0.00096484774257987748 0.00038414125447161501 0.0068083447404205808 0.0037758676335215573 0.0021592099219560628 0.0014881226234138014 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 -1 7 8 -7 10 -8
right_child=1 -3 3 -5 -6 6 9 -9 -10 -11 -12
leaf_value=9.4459223901181475e-05 0.00015480015316047903 6.654578227821477e-07 0.0017891309944012249 0.00039633486082436039 2.5516896402343606e-05 -0.00075775271279150788 0.0010871450310857196 -0.00030604253494577715 -0.0038738103039206999 -0.00096572360596480528 -0.0011232004172579586
leaf_weight=1406.4560512304306 218.35225093364716 551.99440407752991 54.099280595779419 35.370412349700928 6246.7476469278336 216.94400227069855 196.93908095359802 429.97774744033813 51.829663157463074 97.529549479484558 53.759742856025696
leaf_count=582 137 416 27 22 3064 129 75 200 32 59 37
internal_value=0 0.000168615 0.000469785 0.00123851 -1.66637e-05 -0.000124061 -0.000417609 -0.000710925 -0.00135865 0.000170956 0.00061316
internal_weight=0 859.816 307.822 89.4697 8700.18 2453.44 1046.98 698.751 268.774 348.228 250.699
internal_count=4780 602 186 49 4178 1114 532 361 161 171 112
is_linear=0
shrinkage=0.06


Tree=1104
num_leaves=12
num_cat=0
split_feature=35 138 46 35 53 92 135 144 8 118 35
split_gain=0.00743372 0.0302007 0.0727068 0.0672412 0.0478626 0.0438539 0.060458 0.0435195 0.0412641 0.0471639 0.0412203
threshold=0.0048403022810816774 0.00039601318712811922 0.00017767510871635753 0.0072436286136507997 0.0011980500421486797 0.021960759535431865 0.00096484774257987748 0.0013146653072908523 0.0053125319536775359 0.00042089859198313212 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 5 8 6 10 -2 9 -5 -4
right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-3.4009225799574106e-05 -0.0019907690033930973 -6.8485539671011878e-05 0.00095761632459780632 0.0022639567201085814 -0.00025520600456280555 -0.00029698583957700703 0.00035539162178088501 0.00071759486428842468 -0.00025304345187871294 -4.5220167382455455e-05 0.0029520350544438292
leaf_weight=6764.8689365386963 71.44494903087616 1763.93128490448 57.594853401184082 92.078848123550415 393.74596631526947 56.551191329956055 96.460838556289673 30.466590881347656 78.278850197792053 48.673628091812134 105.90389490127563
leaf_count=3216 48 1062 23 34 191 29 41 18 57 26 35
internal_value=0 8.23103e-05 0.000340256 0.000507097 0.000140291 0.00121725 0.00154665 -0.0011811 0.000851264 0.00146542 0.00224947
internal_weight=0 2795.13 1031.2 929.288 612.777 316.511 259.96 101.912 219.031 140.752 163.499
internal_count=4780 1564 502 436 308 128 99 66 117 60 58
is_linear=0
shrinkage=0.06


Tree=1105
num_leaves=12
num_cat=0
split_feature=31 24 17 87 67 105 118 0 37 83 150
split_gain=0.00760297 0.0185238 0.0295954 0.0332964 0.0361772 0.0321665 0.0312858 0.036762 0.0257756 0.0321786 0.0447456
threshold=0.0019672545604407792 0.019431582652032379 0.00040826165059115743 0.00055427959887310873 0.00044738779251929378 0.0028552538715302949 0.0027679565828293566 0.0020932231564074759 0.00050559637020342063 0.016164712607860569 0.007706565549597145
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 -8 9 -4 -11
right_child=1 -3 8 4 -6 -7 7 -9 -10 10 -12
leaf_value=-2.765324006421924e-05 0.00053186327329679442 0.0010371044272620808 0.00019716274352575889 -0.0030340602912374242 -0.00029816730269978392 -0.00059015626545708881 0.00037667479428467982 -0.0020947481693707605 2.9451308037510755e-05 0.0018979340394874389 -0.00020790660409081697
leaf_weight=7544.822843670845 187.33878016471863 73.714566469192505 299.94438064098358 42.908437848091125 130.44805109500885 35.370412349700928 43.769806623458862 42.908437848091125 990.52879023551941 115.18970680236816 53.055618524551392
leaf_count=3585 98 43 183 35 79 22 22 35 599 46 33
internal_value=0 0.000103534 6.80874e-05 -0.00033913 -0.000910071 -0.00192978 9.57723e-05 -0.000846757 0.000202851 0.000569704 0.00123386
internal_weight=0 2015.18 1941.46 482.744 208.727 78.2789 274.017 86.6782 1458.72 468.19 168.245
internal_count=4780 1195 1152 291 136 57 155 57 861 262 79
is_linear=0
shrinkage=0.06


Tree=1106
num_leaves=12
num_cat=0
split_feature=88 124 19 66 52 124 93 19 108 25 141
split_gain=0.00758158 0.0276411 0.0319315 0.0505798 0.0500018 0.044034 0.0384046 0.0432575 0.0335043 0.0373933 0.0238833
threshold=0.0041444667149335155 0.0045489775948226461 0.0019672545604407792 0.0015833032084628942 0.0060143163427710542 0.051876978948712356 0.030689206905663017 0.04673989117145539 0.017724351026117805 0.0020292587578296666 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 8 6 7 -4 9 -3 -6
right_child=-2 2 3 -5 10 -7 -8 -9 -10 -11 -12
leaf_value=1.6726870885429149e-05 0.0001047476020020521 -0.0022913967216686977 -0.0010541017392645283 0.0010894649550174398 -1.2274545688429142e-05 0.0010239757833144113 -0.0029938224424824432 0.00077477228160895259 0.00081603091114871001 -0.0003421186626930198 0.0015998499112466955
leaf_weight=6611.084587097168 1973.9342392683029 45.360348582267761 380.17835938930511 56.211653590202332 53.055618524551392 43.247975587844849 31.692546248435974 53.055618524551392 62.498674869537354 161.8010596036911 87.879150986671448
leaf_count=2909 1247 37 269 39 33 25 19 33 27 108 34
internal_value=0 -2.72559e-05 -0.000325491 -0.000618366 7.70817e-05 -0.000807277 -0.000977622 -0.00083013 -0.00040159 -0.000768935 0.000992957
internal_weight=0 7586.07 974.981 564.386 410.595 508.174 464.927 433.234 269.66 207.161 140.935
internal_count=4780 3533 624 385 239 346 321 302 172 145 67
is_linear=0
shrinkage=0.06


Tree=1107
num_leaves=12
num_cat=0
split_feature=43 108 148 107 108 110 146 63 52 138 96
split_gain=0.00796256 0.0264079 0.066126 0.0626223 0.0481094 0.0313186 0.057991 0.0313696 0.0307617 0.0304765 0.0304241
threshold=0.00085274505545385193 0.00017767510871635753 0.0070226341485977182 0.0021592099219560628 0.0011615398107096555 0.002945306478068233 0.0010263677686452868 0.0013146653072908523 0.049604203552007682 0.00017767510871635753 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -3 9 -6 -8 -9
right_child=1 4 -4 -5 8 -7 7 10 -10 -11 -12
leaf_value=5.4883768023833925e-05 -0.0006268601621783746 0.0018440222210902254 0.0010661319328681405 -0.0038813156015118804 -8.3939028419159723e-05 -0.00053907124244687173 -0.0016412038621407418 0.0010616332007387878 -0.0015828429101382361 0.00034466552960892949 -0.00050178766099762584
leaf_weight=4769.0470374822617 60.229057431221008 116.75519990921021 43.065682291984558 32.918501615524292 4039.8999854326248 89.80923068523407 49.377752423286438 186.27006924152374 49.899583458900452 63.724630236625671 59.00310206413269
leaf_count=2626 32 37 18 20 1812 39 30 80 27 28 31
internal_value=0 -5.46328e-05 -0.000878098 -0.00177699 -3.05355e-05 0.000488466 0.000682691 0.00030434 -0.000102227 -0.000522317 0.000685535
internal_weight=0 4790.95 136.213 93.1476 4654.74 564.94 475.131 358.376 4089.8 113.102 245.273
internal_count=4780 2154 70 52 2084 245 206 169 1839 58 111
is_linear=0
shrinkage=0.06


Tree=1108
num_leaves=12
num_cat=0
split_feature=8 133 127 123 37 79 38 124 30 98 70
split_gain=0.00728721 0.0291517 0.0412435 0.0377586 0.0581473 0.0255665 0.0419503 0.0321642 0.0522334 0.0499401 0.0826965
threshold=0.0095705352723598498 0.0037758676335215573 0.0036604277556762104 0.00017767510871635753 0.00066645268816500913 0.0026012937305495147 0.012252715881913902 0.0005893622583243997 0.00075379351619631063 0.0022975050378590827 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 7 8 9 10 -7
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=5.0351940379770967e-05 -0.0035641692011216366 0.00020650170978519592 0.00091651573226396628 -9.8576201323084681e-05 -0.00037258762293441425 -0.0020300011740862849 -0.0021150167401081327 -3.6621729009136173e-05 -0.0016586015884801739 0.00031230688799150432 0.0006189335110194994
leaf_weight=5310.010599732399 39.752402782440186 1496.5728194713593 53.212862968444824 82.635791778564453 42.543851256370544 109.78910315036774 39.752402782440186 1950.848429441452 120.8227014541626 244.90858471393585 69.150282740592957
leaf_count=2365 29 748 16 40 21 69 29 1259 78 97 29
internal_value=0 0.00011205 -0.000535933 -0.00100454 -0.00191425 -2.44904e-05 -0.000181244 -0.00015044 -0.000558104 -0.000244394 -0.00100633
internal_weight=0 1714.72 218.145 164.932 82.2963 7845.28 2535.27 2495.52 544.671 423.848 178.939
internal_count=4780 854 106 90 50 3926 1561 1532 273 195 98
is_linear=0
shrinkage=0.06


Tree=1109
num_leaves=12
num_cat=0
split_feature=43 149 141 30 52 5 149 67 32 4 150
split_gain=0.00747674 0.0207594 0.0617357 0.0889257 0.0932878 0.0598384 0.054176 0.0607526 0.0459418 0.0434055 0.041539
threshold=0.00085274505545385193 0.00070876078098081063 0.0030382014811038975 0.00017767510871635753 0.0037758676335215573 0.0012745757703669371 0.0030382014811038975 0.00040826165059115743 0.00087947337306104611 0.0015833032084628942 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 8 10 -8 -5 -7 -3
right_child=-2 2 3 5 -6 9 7 -9 -10 -11 -12
leaf_value=-4.2287445901409807e-05 -5.2939940087415109e-05 -0.00089924928703033946 0.0022886079928364452 0.0014386029473606363 0.00021638133983311561 -0.0017257548103179867 -0.0031305681278198392 0.00038857666223847799 5.3252305864198103e-05 0.00015146167215747132 0.00020932024922999079
leaf_weight=3015.2559819221497 4790.9527947902679 149.17691934108734 177.66333281993866 133.57903730869293 139.70881414413452 89.130155205726624 43.430268883705139 29.762466549873352 242.84630942344666 88.243737578392029 660.25001430511475
leaf_count=1723 2154 84 49 61 66 59 32 14 133 48 357
internal_value=0 5.31831e-05 0.000217324 0.000575639 0.0013764 0.000116736 -0.000136344 -0.00169957 0.000544861 -0.000791837 5.01152e-06
internal_weight=0 4769.05 1753.79 871.171 317.372 553.799 882.62 73.1927 376.425 177.374 809.427
internal_count=4780 2626 903 416 115 301 487 46 194 107 441
is_linear=0
shrinkage=0.06


Tree=1110
num_leaves=12
num_cat=0
split_feature=128 28 124 128 43 11 148 67 93 77 140
split_gain=0.00762883 0.0469777 0.0527465 0.0415301 0.0825911 0.0473855 0.0487323 0.0442092 0.0343679 0.0336007 0.0547793
threshold=0.00093549740267917525 0.0092791137285530585 0.0015349716995842757 0.0012745757703669371 0.024810968898236755 0.0019071503775194289 0.0028552538715302949 0.00066645268816500913 0.013032016810029747 0.00096484774257987748 0.016164712607860569
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 4 5 7 -7 -2 -8 -1 -11
right_child=3 2 -4 -5 -6 6 8 -9 -10 10 -12
leaf_value=3.4512689285986345e-05 0.00012839154934928359 0.0012877760070219295 -0.00057223483427625346 -1.6025828192230792e-05 0.002889608167263088 0.0018676934015524433 -3.3619421153452103e-05 -0.0018373229864592491 0.0019925444332008144 -0.00050688922155208034 0.00016221734281610944
leaf_weight=3132.1892802715302 159.66363775730133 184.67952728271484 78.096556901931763 3599.2824699878693 48.830872535705566 100.47824239730835 193.12901926040649 55.507529258728027 35.709950089454651 1308.3977193832397 664.03502714633942
leaf_count=1260 72 65 50 2148 9 34 113 35 12 687 295
internal_value=0 -4.73708e-05 0.000734984 6.06445e-05 0.000525753 0.000313758 0.000766201 -0.000378702 0.00028256 -8.7645e-05 -0.000281629
internal_weight=0 5367.4 262.776 4192.6 593.319 544.488 329.317 215.171 228.839 5104.62 1972.43
internal_count=4780 2357 115 2423 275 266 159 107 125 2242 982
is_linear=0
shrinkage=0.06


Tree=1111
num_leaves=12
num_cat=0
split_feature=116 44 125 65 77 86 39 0 102 70 129
split_gain=0.00725494 0.0128371 0.00978152 0.0469325 0.0465908 0.0352594 0.0463616 0.054342 0.0444179 0.0871568 0.0675537
threshold=0.036783467978239066 0.0060143163427710542 0.0056525857653468856 0.021960759535431865 0.0020292587578296666 0.00087947337306104611 0.0035485138650983576 0.00017767510871635753 0.00073092587990686308 0.00062670491752214741 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 -4 9 -9 -10
right_child=1 -3 5 4 -6 -7 -8 8 10 -11 -12
leaf_value=-2.1392017519165929e-05 2.7459244270214467e-05 0.0011076019302906244 0.0015615168480778477 -0.00014507642077676578 -0.0024459897840811815 -0.00025255189916369164 0.00076333787935575867 -0.001301360808422196 0.00079816474568066475 0.00041549367986743434 -0.00044320511136352106
leaf_weight=6927.6065114736557 122.75278115272522 58.481271028518677 79.819294452667236 70.376238107681274 57.61990225315094 710.74657535552979 460.78387606143951 237.76019465923309 360.80241584777832 192.73938381671906 280.51138806343079
leaf_count=3383 83 34 24 30 47 453 208 122 147 75 174
internal_value=0 0.000376004 -7.26584e-06 -4.24263e-05 -0.00118088 9.95188e-05 0.00025471 5.12013e-05 -6.12738e-05 -0.000532706 0.000255188
internal_weight=0 181.234 9378.77 7055.6 127.996 2323.16 1612.42 1151.63 1071.81 430.5 641.314
internal_count=4780 117 4663 3460 77 1203 750 542 518 197 321
is_linear=0
shrinkage=0.06


Tree=1112
num_leaves=12
num_cat=0
split_feature=22 94 18 87 14 149 144 83 96 102 29
split_gain=0.00761443 0.0249047 0.0493352 0.0314898 0.0338489 0.0218412 0.0285141 0.0375012 0.0394774 0.0631233 0.0310772
threshold=0.00090704852482303988 0.020658296532928947 0.00017767510871635753 0.00017767510871635753 0.00062670491752214741 0.041476719081401832 0.0011261500185355546 0.036783467978239066 0.0010918468469753864 0.013439828064292671 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 10 8 9 -8 -5
right_child=1 2 -4 5 -6 -7 7 -9 -10 -11 -12
leaf_value=-2.4822729535529088e-05 -0.0023851732314938315 0.0017680371861360147 -0.00049680756678598657 -0.00060277614930348078 -0.00015822382203356617 0.00091755300501764709 -0.0012050976797613139 0.0016378936388486535 0.00041422719144303789 0.0018797852109522979 0.000317017912706178
leaf_weight=7869.0219404697418 38.004616379737854 87.175026655197144 57.437608957290649 364.19084191322327 69.514869332313538 113.59916484355927 133.96867275238037 67.924327373504639 522.47127985954285 29.058342218399048 207.63314151763916
leaf_count=3870 31 30 40 208 43 31 99 28 296 10 94
internal_value=0 0.000115513 0.00086848 4.50976e-05 -0.000945377 0.000119112 5.06703e-05 0.000293133 0.000159884 -0.00065524 -0.000268793
internal_weight=0 1690.98 144.613 1546.37 107.519 1438.85 1325.25 753.423 685.498 163.027 571.824
internal_count=4780 910 70 840 74 766 735 433 405 109 302
is_linear=0
shrinkage=0.06


Tree=1113
num_leaves=12
num_cat=0
split_feature=67 97 87 131 109 38 93 14 28 114 118
split_gain=0.00763297 0.0187265 0.028983 0.0192856 0.0155723 0.0139211 0.0171367 0.0127743 0.0512451 0.0567404 0.0476583
threshold=0.0044099434744566688 0.00017767510871635753 0.00017767510871635753 0.0095705352723598498 0.0051502294372767219 0.0045489775948226461 0.0017376682371832433 0.011880517937242987 0.0015833032084628942 0.0033348383149132137 0.028884131461381916
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 5 -5 6 -3 -1 9 -9 -10
right_child=1 3 -4 4 -6 -7 -8 8 10 -11 -12
leaf_value=2.0443323852542349e-06 0.0014404120838933531 0.00012227050928457532 -0.00019733701250130626 -1.5114497578411363e-05 0.0017437939739427491 -0.0014220643282994039 -0.0012348797970290881 -0.0036266456175771847 -0.00029866777051446041 -0.00012718130935964849 0.0020316213429015005
leaf_weight=8666.1141738891602 94.008927822113037 212.76935398578644 66.358834266662598 36.596367716789246 35.892243385314941 31.874839544296265 39.752402782440186 33.100794911384583 274.19931793212891 33.622625946998596 35.709950089454651
leaf_count=4229 39 153 37 23 19 26 29 27 162 24 12
internal_value=0 0.000224165 0.000762725 -1.78392e-05 0.000855797 -0.000240517 -9.13744e-05 -1.28224e-05 -0.000354899 -0.00186323 -3.01553e-05
internal_weight=0 517.253 160.368 356.885 72.4886 284.397 252.522 9042.75 376.633 66.7234 309.909
internal_count=4780 326 76 250 42 208 182 4454 225 51 174
is_linear=0
shrinkage=0.06


Tree=1114
num_leaves=12
num_cat=0
split_feature=114 8 99 124 117 67 79 50 94 127 11
split_gain=0.00740604 0.0138939 0.0311356 0.0134845 0.0151086 0.0126575 0.0367116 0.0707724 0.0708937 0.0472512 0.047239
threshold=0.011169348377734424 0.0060143163427710542 0.00050559637020342063 0.051876978948712356 0.0027679565828293566 0.00017767510871635753 0.00082683752407319855 0.012636432424187662 0.00080172589514404546 0.00044738779251929378 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1 7 8 -7 -9 -10
right_child=1 2 -4 4 -6 6 -8 9 10 -11 -12
leaf_value=3.6540198849827059e-05 3.2180561498193109e-05 0.002392040236245791 0.0002947614912671345 -0.00015300110419123379 0.0012429094711386265 -0.0014266656284297654 -4.1336614922381724e-05 -0.0034587556225819491 -0.00064885910362546704 -0.00096714892194911355 0.0012496462194320427
leaf_weight=4997.9639098644257 652.83723306655884 29.762466549873352 177.21664834022522 49.560045719146729 63.906923532485962 103.31978857517242 3169.2365273237228 43.430268883705139 77.210139274597168 74.236397504806519 121.31948363780975
leaf_count=2155 464 14 124 37 35 74 1715 32 39 40 51
internal_value=0 0.000167987 0.000596339 -1.66018e-05 0.000633204 -2.51885e-05 -0.000111156 -0.00063861 -0.000152046 -0.00188679 0.000511299
internal_weight=0 859.816 206.979 8700.18 113.467 8586.72 3588.75 419.516 301.849 117.667 198.53
internal_count=4780 602 138 4178 72 4106 1951 236 164 72 90
is_linear=0
shrinkage=0.06


Tree=1115
num_leaves=12
num_cat=0
split_feature=73 132 23 109 123 78 70 128 68 131 38
split_gain=0.0080327 0.0178238 0.0428339 0.0401095 0.0334887 0.0242521 0.0190523 0.0162039 0.0227286 0.0275187 0.0201614
threshold=0.007706565549597145 0.00043393640953581786 0.0037758676335215573 0.0066005610860884198 0.00017767510871635753 0.0079489401541650313 0.0022272822679951791 0.0014427106943912806 0.013032016810029747 0.0045489775948226461 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 5 -5 -4 -2 8 9 -3 -9
right_child=1 7 3 4 -6 -7 -8 10 -10 -11 -12
leaf_value=-2.6422612253640895e-05 -0.0016650530135705658 -0.0011740868770320995 0.00073600421193621994 -0.0006228007615859439 0.0012727382255682633 0.0020904616934069508 0.00022624355760530258 0.00020129127172457303 -0.0020570481964337964 0.00082927285004817468 -0.00039112628620657997
leaf_weight=7767.2745963335037 42.908437848091125 50.081876754760742 112.55550277233124 101.02512228488922 50.239121198654175 82.453498482704163 34.666288018226624 977.14347660541534 30.648884177207947 48.673628091812134 262.32939970493317
leaf_count=3626 35 34 37 55 17 33 18 684 25 26 190
internal_value=0 0.00011448 0.000454475 0.000739965 6.76119e-06 0.00130869 -0.000819878 9.20721e-06 -0.000629677 -0.000186691 7.59085e-05
internal_weight=0 1792.73 423.848 346.273 151.264 195.009 77.5747 1368.88 129.404 98.7555 1239.47
internal_count=4780 1154 195 142 72 70 53 959 85 60 874
is_linear=0
shrinkage=0.06


Tree=1116
num_leaves=12
num_cat=0
split_feature=23 29 110 29 60 69 33 128 53 83 121
split_gain=0.00793012 0.0264991 0.042026 0.0340464 0.0329471 0.0326912 0.047671 0.0545773 0.0315654 0.0374095 0.0416471
threshold=0.0056525857653468856 0.015675474889576439 0.00066645268816500913 0.007706565549597145 0.00017767510871635753 0.0022975050378590827 0.00077738583786413084 0.00093549740267917525 0.0081988852471113222 0.0046923852059990176 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 -4 6 -5 -8 9 -1 -11
right_child=-2 2 4 5 -6 -7 7 -9 -10 10 -12
leaf_value=9.244839961886888e-06 -4.0109524318072471e-05 0.0017372865836755942 0.00072398010938854341 -0.00022716462456839336 -0.00093848622803960715 0.00042133646476471442 -0.0038153696840207466 -0.00074056258887601257 -0.00068895284964725376 0.00079755126080953052 -0.00034182899813602237
leaf_weight=1966.4532628059387 6212.9176788330078 86.131364583969116 121.47672808170319 116.07612442970276 66.358834266662598 79.662050008773804 37.30049204826355 46.925841689109802 176.66976845264435 499.8321545124054 150.19553256034851
leaf_count=1121 3009 36 34 57 37 41 27 28 103 233 54
internal_value=0 7.44521e-05 0.000639876 2.40448e-05 0.000136661 -0.000606757 -0.00101564 -0.00210227 8.72717e-05 0.000139684 0.000534286
internal_weight=0 3347.08 273.967 3073.12 187.836 279.965 200.302 84.2263 2793.15 2616.48 650.028
internal_count=4780 1771 107 1664 71 153 112 55 1511 1408 287
is_linear=0
shrinkage=0.06


Tree=1117
num_leaves=12
num_cat=0
split_feature=23 10 133 43 83 114 10 8 67 25 129
split_gain=0.00700705 0.0211065 0.0251174 0.0360258 0.0341045 0.0587168 0.0497248 0.0336877 0.0297365 0.029213 0.0290294
threshold=0.0056525857653468856 0.037906534969806678 0.0079489401541650313 0.040252277627587325 0.0046923852059990176 0.00068727668258361529 0.0013986918493174019 0.010829726699739696 0.0005375427135732026 0.0068083447404205808 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 6 7 8 -6 -4 -7 -1
right_child=-2 -3 3 -5 5 9 -8 -9 -10 -11 -12
leaf_value=-0.00018472089399058377 -3.7702953728345796e-05 -0.00090481852355516726 0.0012574112490791548 -0.0012990566837612634 0.0023387920625725788 -0.00052436404208693337 -0.00040951861105293605 0.00065202231767348489 0.00010836954598531498 0.0010058784878457195 0.00026344183753683226
leaf_weight=1413.1828056573868 6212.9176788330078 78.096556901931763 156.3253093957901 46.221717357635498 105.72160160541534 105.40711271762848 300.4662116765976 71.419900178909302 168.4526674747467 78.253801345825195 823.53446912765503
leaf_count=656 3009 50 59 24 28 62 180 24 110 33 545
internal_value=0 6.99849e-05 9.32731e-05 0.00033809 0.000414832 0.000879346 0.000146781 0.00165872 0.000661438 0.000127638 -1.97124e-05
internal_weight=0 3347.08 3268.99 1032.27 986.047 360.802 625.244 177.142 324.778 183.661 2236.72
internal_count=4780 1771 1721 520 496 147 349 52 169 95 1201
is_linear=0
shrinkage=0.06


Tree=1118
num_leaves=12
num_cat=0
split_feature=112 103 42 24 1 33 118 94 79 150 133
split_gain=0.00697945 0.0319761 0.0184168 0.0187899 0.0104602 0.00910346 0.0292455 0.0250071 0.0361821 0.0356157 0.0620949
threshold=0.034632634371519096 0.00017767510871635753 0.00093549740267917525 0.0010263677686452868 0.00062670491752214741 0.0013146653072908523 0.099488973617553725 0.028884131461381916 0.0022975050378590827 0.007706565549597145 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -3 7 -7 9 -9 -1 -11
right_child=1 4 3 -5 -6 6 -8 8 -10 10 -12
leaf_value=0.00013672630670760462 0.000354034131948008 0.00036121658410201288 -0.0013240709722035257 -2.1397908207930992e-05 0.0011169048170450023 -7.8790511360199935e-05 0.0012040487053959121 -0.0021286628741957747 -3.6555323672560154e-05 -0.0015094043218445762 0.00056960871171263033
leaf_weight=3378.435161948204 105.53930830955505 165.22148585319519 79.115170121192932 80.34112548828125 109.73900544643402 5230.3346470594406 64.768292307853699 45.178055286407471 87.200075507164001 126.7701849937439 87.357319951057434
leaf_count=1800 21 32 20 21 21 2646 22 30 54 76 37
internal_value=0 0.000209536 -0.000260792 -0.000667727 0.000662818 -1.25432e-05 -6.30992e-05 5.93235e-05 -0.000750551 8.91656e-05 -0.000661232
internal_weight=0 539.956 264.996 159.456 274.96 9020.04 5295.1 3724.94 132.378 3592.56 214.128
internal_count=4780 115 62 41 53 4665 2668 1997 84 1913 113
is_linear=0
shrinkage=0.06


Tree=1119
num_leaves=12
num_cat=0
split_feature=66 45 32 147 137 113 125 78 133 142 145
split_gain=0.00779531 0.0234279 0.0386095 0.0566035 0.0342804 0.0362268 0.0331645 0.0281986 0.0247377 0.0239011 0.0204816
threshold=0.00087947337306104611 0.011880517937242987 0.00087947337306104611 0.0019071503775194289 0.00044738779251929378 0.0044099434744566688 0.00075379351619631063 0.0015833032084628942 0.0015349716995842757 0.0014427106943912806 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 8 -8 -2 -10 -3
right_child=1 10 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-2.0185433069552683e-05 -0.0011746431426691503 0.0011160337476909454 -0.0011727366418090299 6.8231016749012406e-05 -0.00059336269617385126 -0.0041405739099638159 0.0020764929971968079 0.00049161925737308432 0.0011272412143514545 -0.00049907740805816875 0.00013917720636170711
leaf_weight=8394.7814509868622 55.507529258728027 143.90851128101349 34.848581314086914 336.2012106180191 91.399772644042969 25.745062708854675 61.090426206588745 119.41445279121399 67.037909746170044 63.202799201011658 166.86212551593781
leaf_count=4131 35 66 25 216 54 21 19 70 17 31 95
internal_value=0 0.000145425 -1.68271e-05 -0.000366168 -0.00132704 -0.00243371 0.000448825 0.00102801 -0.000114008 0.000338026 0.00059153
internal_weight=0 1165.22 854.448 488.195 151.993 60.5936 366.253 180.505 185.748 130.241 310.771
internal_count=4780 649 488 316 100 46 172 89 83 48 161
is_linear=0
shrinkage=0.06


Tree=1120
num_leaves=12
num_cat=0
split_feature=35 75 108 81 143 23 43 11 115 85 51
split_gain=0.0078293 0.0243935 0.0527035 0.0438172 0.0408292 0.0379337 0.0528302 0.0676084 0.0413239 0.0513602 0.0633772
threshold=0.0048403022810816774 0.00064626874518580746 0.0030382014811038975 0.016668972559273246 0.0021592099219560628 0.013860232196748258 0.0017376682371832433 0.0026012937305495147 0.0011980500421486797 0.00039601318712811922 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 8 -7 -8 -3 10 -10
right_child=1 5 3 -5 -6 6 7 -9 9 -11 -12
leaf_value=-3.4902384983697759e-05 -0.00098852808167575515 0.00069944996365045782 0.00019552055424127074 -0.00027533102532449914 0.0020005738247652095 -0.00010193175836302926 -0.0037098830711785225 -0.00061410316649202856 -0.0016528878517238336 0.00016856828325029856 0.00012038311934070941
leaf_weight=6764.8689365386963 64.611047863960266 381.64365708827972 68.446158409118652 80.001587748527527 132.32803308963776 396.06568145751953 36.074536681175232 85.791826844215393 137.28195226192474 1258.9879667758942 153.89844751358032
leaf_count=3216 39 164 25 31 36 234 26 46 88 794 81
internal_value=0 8.44719e-05 0.000556529 0.000912072 0.00138521 1.7917e-05 -0.000438067 -0.00153051 0.00014017 2.4775e-06 -0.000715656
internal_weight=0 2795.13 345.387 280.776 200.774 2449.74 517.932 121.866 1931.81 1550.17 291.18
internal_count=4780 1564 131 92 61 1433 306 72 1127 963 169
is_linear=0
shrinkage=0.06


Tree=1121
num_leaves=12
num_cat=0
split_feature=1 36 112 39 1 104 121 117 47 101 46
split_gain=0.00746462 0.0271965 0.0271656 0.0678354 0.0698865 0.0939454 0.062313 0.0977402 0.0468916 0.0547674 0.100203
threshold=0.00039601318712811922 0.022641776129603389 0.00050559637020342063 0.0048403022810816774 0.00093549740267917525 0.00060774214216507982 0.00039601318712811922 0.0023699469165876512 0.0049928687512874612 0.00085274505545385193 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 7 -7 -6 -10 -11
right_child=2 -3 3 -5 8 6 -8 -9 9 10 -12
leaf_value=9.2723638925123136e-05 7.3471034723444811e-05 -0.0012831376862982205 -0.0032925787493299085 0.00026482573776797253 0.00023381173962678731 0.00019263070688403089 -0.00038354757890920744 -0.0040781892009965808 8.4207401348218401e-05 -0.0018404709679893932 5.5273047850435932e-05
leaf_weight=3342.971505522728 3420.3180352449417 52.533787488937378 55.84706699848175 851.3988561630249 617.60596764087677 33.962163686752319 394.92182397842407 44.656224250793457 342.93491637706757 213.0838428735733 189.76564204692841
leaf_count=1521 2026 36 25 417 240 14 144 33 129 119 76
internal_value=0 7.14369e-05 -3.93486e-05 -0.000179966 -0.00038004 -0.000965128 -0.00069064 -0.00223325 -0.000152858 -0.00047307 -0.000947465
internal_weight=0 3395.51 6164.49 2744.18 1892.78 529.387 473.54 78.6184 1363.39 745.784 402.849
internal_count=4780 1557 3223 1197 780 216 191 47 564 324 195
is_linear=0
shrinkage=0.06


Tree=1122
num_leaves=12
num_cat=0
split_feature=15 42 106 132 95 144 46 15 13 45 84
split_gain=0.0074158 0.0256857 0.0282269 0.0264535 0.0464221 0.0444558 0.0362717 0.0647856 0.0678058 0.0617595 0.050605
threshold=0.0058306583669036635 0.00017767510871635753 0.000490355829242617 0.00038414125447161501 0.00047558375808876013 0.0062037324532866487 0.00017767510871635753 0.011169348377734424 0.00037263428384903824 0.011880517937242987 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 -5 9 8 -8 -4 -11
right_child=1 2 3 4 -6 -7 7 -9 -10 10 -12
leaf_value=-5.6034094814196214e-05 -0.0013501400834498973 0.00087592717913614665 0.0011818500666316814 -0.0013909439369490745 -1.0882265142620321e-05 0.00021163740683772432 0.00055257393757747421 -0.00016446408076195037 -0.0018413586102198282 -0.00049624115238747516 0.0016218300274109757
leaf_weight=4500.1982254981995 46.743548393249512 149.15187048912048 288.83563578128815 189.65849530696869 1221.2727904319763 92.808021306991577 922.22177875041962 1842.38128221035 44.656224250793457 211.83283865451813 50.239121198654175
leaf_count=2393 21 60 102 141 705 62 372 780 33 94 17
internal_value=0 4.98368e-05 6.28907e-05 3.79589e-05 -0.000171208 -0.000864395 0.000131565 4.42686e-05 0.000442008 0.00057672 -9.02075e-05
internal_weight=0 5059.8 5013.06 4863.91 1503.74 282.467 3360.17 2809.26 966.878 550.908 262.072
internal_count=4780 2387 2366 2306 908 203 1398 1185 405 213 111
is_linear=0
shrinkage=0.06


Tree=1123
num_leaves=12
num_cat=0
split_feature=136 29 112 93 103 92 93 29 29 108 43
split_gain=0.00764925 0.0298244 0.0447052 0.0468289 0.0305728 0.0429689 0.0338997 0.044238 0.02656 0.0288083 0.0206011
threshold=0.0017376682371832433 0.074787221848964705 0.00057154725072905432 0.0023699469165876512 0.00046126570669002836 0.0072436286136507997 0.010829726699739696 0.0053125319536775359 0.021960759535431865 0.0068083447404205808 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 6 7 -4 9 -2 -9
right_child=1 -3 4 -5 -6 -7 -8 10 -10 -11 -12
leaf_value=-1.7750282564195716e-05 0.00030434428039426972 0.0011923844434291234 0.00013348343091326009 0.0017880126961907865 0.00020769742180487606 -0.0024605330589982581 0.00040833454752213966 -0.0012446475548606173 0.0012517375514990959 -0.001185957493359466 -0.003402985714787081
leaf_weight=8617.4085456132889 162.66242837905884 91.374723792076111 57.073022365570068 84.018991589546204 208.4945102930069 44.656224250793457 98.548162698745728 37.822323083877563 64.950585603713989 65.497465491294861 27.492849111557007
leaf_count=4340 95 30 26 24 81 33 29 24 29 50 19
internal_value=0 0.000162278 5.16997e-05 0.000539221 -0.000336117 -0.00076302 -0.000419914 -0.00108683 0.00018126 -0.000123474 -0.00215315
internal_weight=0 942.591 851.217 377.129 474.087 265.593 220.936 122.388 293.11 228.16 65.3152
internal_count=4780 440 410 198 212 131 98 69 174 145 43
is_linear=0
shrinkage=0.06


Tree=1124
num_leaves=12
num_cat=0
split_feature=107 60 83 32 109 96 109 141 149 31 110
split_gain=0.00750596 0.0338819 0.0289915 0.0311318 0.0640526 0.0444662 0.0413256 0.0358358 0.0375725 0.0306391 0.040803
threshold=0.020035739988088611 0.002945306478068233 0.11759182065725328 0.00077738583786413084 0.013032016810029747 0.00017767510871635753 0.0045489775948226461 0.00017767510871635753 0.0030382014811038975 0.00052132029668428015 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7 -9 10 -6
right_child=1 -3 -4 -5 9 7 -8 8 -10 -11 -12
leaf_value=-1.7469959197339766e-05 -0.0016024782837529526 -0.0010905086138381947 0.0014071788300655172 0.00069803347674950189 -0.0023629860139504004 0.0022960756157503126 0.00042640698910019833 -0.0007369888407474576 0.0011668933987400614 0.00037880458847072923 -0.00016351291591762033
leaf_weight=8628.334997177124 63.724630236625671 71.784486770629883 73.349979877471924 259.41270697116852 79.322512269020081 50.760952234268188 83.49716055393219 59.00310206413269 101.52190446853638 40.091940522193909 49.195459127426147
leaf_count=4414 28 38 29 78 51 14 27 31 28 19 23
internal_value=0 0.000161793 0.000266337 0.000159945 -0.000104867 0.000348718 -0.000451792 0.000906504 0.000467096 -0.0010693 -0.00152105
internal_weight=0 931.665 859.88 786.53 527.118 358.508 147.222 211.286 160.525 168.61 128.518
internal_count=4780 366 328 299 221 128 55 73 59 93 74
is_linear=0
shrinkage=0.06


Tree=1125
num_leaves=12
num_cat=0
split_feature=104 8 95 20 58 143 124 1 121 92 92
split_gain=0.0072616 0.0331039 0.0191127 0.0100829 0.035764 0.0441001 0.0863469 0.0364621 0.0263759 0.0724052 0.0493083
threshold=0.066585760563611998 0.00017767510871635753 0.00057154725072905432 0.00070876078098081063 0.0011615398107096555 0.0044099434744566688 0.00073092587990686308 0.0027679565828293566 0.00039601318712811922 0.055838862434029586 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -5 -7 -6 10 -10
right_child=1 2 -4 4 8 7 -8 -9 9 -11 -12
leaf_value=-6.1343488836512717e-05 0.0014463893975051555 -0.00092628493916991196 0.00032758473561658713 0.0022294487429983384 -0.00029289495774618209 -0.00053247649504492567 0.00029178669038108584 0.00064523542057371493 -0.00033004193941482929 -0.0014953044904899692 0.00034268443582449715
leaf_weight=5450.0770491361618 68.446158409118652 65.13287889957428 133.39674401283264 118.50298631191254 932.56935024261475 220.46462392807007 274.74619781970978 165.81846344470978 531.00286972522736 98.937798142433167 1500.9047122001648
leaf_count=2606 25 36 54 35 562 149 183 101 255 67 707
internal_value=0 0.000308518 -8.37803e-05 -8.86331e-06 6.55642e-05 0.000428415 0.000875688 -2.6924e-05 -2.67687e-05 8.97021e-05 0.000166879
internal_weight=0 266.976 198.53 9293.02 3842.95 779.532 393.249 386.283 3063.41 2130.85 2031.91
internal_count=4780 115 90 4665 2059 468 218 250 1591 1029 962
is_linear=0
shrinkage=0.06


Tree=1126
num_leaves=12
num_cat=0
split_feature=73 139 19 72 92 80 12 108 131 114 82
split_gain=0.00750494 0.017335 0.0205565 0.0256057 0.0300945 0.0570623 0.0304041 0.0231429 0.0191334 0.0230887 0.0176394
threshold=0.007706565549597145 0.00085274505545385193 0.0046923852059990176 0.015675474889576439 0.00017767510871635753 0.0010585968848317864 0.0012357163941487672 0.0005375427135732026 0.0045489775948226461 0.0033348383149132137 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -5 9 -9 -4
right_child=1 -3 10 7 6 -7 -8 8 -10 -11 -12
leaf_value=-2.5539862702884045e-05 -0.00024809238685671165 -0.0004074733729607931 0.00018252113026844859 0.00052660870265576183 -0.001706981642722771 0.0017406842731543018 9.6391193100368262e-05 -0.0025865305032635607 -5.544926292433436e-05 -0.0007522158063260285 0.00089474611182101596
leaf_weight=7767.2745963335037 96.30359411239624 205.77820837497711 288.23170685768127 67.245251893997192 35.892243385314941 112.73779606819153 540.20658373832703 32.396670579910278 88.60832417011261 104.02391290664673 221.30094385147095
leaf_count=3626 58 161 194 48 19 44 355 23 62 78 112
internal_value=0 0.000110656 0.000177841 2.93367e-05 0.0002078 0.000824472 -1.5963e-05 -0.000450073 -0.000741934 -0.00118782 0.000491856
internal_weight=0 1792.73 1586.95 1077.41 785.14 209.041 576.099 292.274 225.029 136.421 509.533
internal_count=4780 1154 993 687 476 102 374 211 163 101 306
is_linear=0
shrinkage=0.06


Tree=1127
num_leaves=12
num_cat=0
split_feature=60 142 121 98 33 142 52 136 146 125 33
split_gain=0.00709762 0.0389837 0.0239318 0.0162213 0.0153381 0.0146028 0.0132696 0.00865048 0.0275441 0.0340833 0.0430127
threshold=0.037906534969806678 0.00096484774257987748 0.0021592099219560628 0.0013986918493174019 0.0062037324532866487 0.015675474889576439 0.0033348383149132137 0.0011261500185355546 0.0032328735105693345 0.0015833032084628942 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 5 -4 -3 -5 -1 9 -9 -11
right_child=1 2 4 6 -6 -7 -8 8 -10 10 -12
leaf_value=-3.1832296130617914e-05 0.0022223688229004875 -0.0012841884448432977 -0.0018643266957963491 0.0018074138837127409 -2.5360667710921667e-05 0.00066211006626170472 0.00033817849554903623 6.0297952421628288e-05 0.00031988197432225015 0.00042493055433652749 -0.0020414315699968976
leaf_weight=8000.7460446357727 33.440332651138306 29.422928810119629 32.396670579910278 37.118198752403259 32.918501615524292 26.266893744468689 54.803404927253723 299.71198964118958 901.82027065753937 39.387816190719604 71.966780066490173
leaf_count=3998 17 24 23 20 20 18 31 128 441 15 45
internal_value=0 0.000317868 1.87645e-05 0.000441892 -0.000937498 -0.000366189 0.00093146 -8.40834e-06 0.000134337 -0.00027272 -0.00116904
internal_weight=0 246.367 212.927 147.611 65.3152 55.6898 91.9216 9313.63 1312.89 411.067 111.355
internal_count=4780 153 136 93 43 42 51 4627 629 188 60
is_linear=0
shrinkage=0.06


Tree=1128
num_leaves=12
num_cat=0
split_feature=4 92 65 102 33 139 85 58 121 117 14
split_gain=0.00753241 0.0186503 0.0125098 0.0305369 0.010748 0.0245944 0.0514505 0.0263952 0.059592 0.0357527 0.0423316
threshold=0.010180860292166473 0.028020657598972324 0.10820819064974786 0.00073092587990686308 0.0011261500185355546 0.0003614811430452392 0.00017767510871635753 0.029773407615721229 0.0063990866765379914 0.0019672545604407792 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 7 -7 -1 9 10 -9
right_child=1 -3 3 -5 -6 6 -8 8 -10 -11 -12
leaf_value=0.00017358186449436904 0.00041846281675178375 -0.00090685317148775227 -0.0016780202101972844 0.00020892338287839988 -5.5442500120937992e-05 -0.0025372979874118771 -0.00014946489025686246 -0.0024624702213520665 -0.00228766047203997 0.00070425250126244989 0.00050090672212705451
leaf_weight=3048.2635327577591 329.1349184513092 43.247975587844849 54.281573891639709 71.602193474769592 5468.2019884586334 36.778661012649536 278.2668194770813 36.074536681175232 51.647369861602783 109.05992996692657 33.440332651138306
leaf_count=1493 152 25 34 31 2703 30 203 26 25 41 17
internal_value=0 0.000264543 -1.07222e-05 -0.000604734 -2.47027e-06 7.81365e-05 -0.000428222 0.000126795 -0.000492689 2.64525e-05 -0.00103693
internal_weight=0 372.383 9187.62 125.884 9061.73 3593.53 315.045 3278.49 230.222 178.575 69.5149
internal_count=4780 177 4603 65 4538 1835 233 1602 109 84 43
is_linear=0
shrinkage=0.06


Tree=1129
num_leaves=12
num_cat=0
split_feature=44 114 77 144 96 102 124 145 44 9 47
split_gain=0.00747047 0.0124267 0.0223035 0.0221926 0.0136837 0.0220785 0.0132121 0.0117331 0.0107875 0.0295298 0.0515271
threshold=0.04673989117145539 0.00068727668258361529 0.004017772153019906 0.0013146653072908523 0.0030382014811038975 0.00096484774257987748 0.0022272822679951791 0.00044738779251929378 0.0044099434744566688 0.0010263677686452868 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 6 7 -6 -3 -2 9 -1 -11
right_child=1 2 -4 -5 5 -7 -8 -9 -10 10 -12
leaf_value=0.00010052405586476549 0.0014698955712427028 -0.0024877505778424006 0.00097918846730680282 8.5799023064116883e-05 -0.00069385023053123102 0.00068882777988011007 -0.00056333901321703624 0.00044719676478592157 -9.8370203331359571e-05 0.00019802506791402808 -0.00066169943015837135
leaf_weight=4707.8884160518646 59.864470839500427 26.971018075942993 41.65743362903595 66.880665302276611 79.479756712913513 87.175026655197144 24.519107341766357 124.11093211174011 3334.0182800292969 473.77260291576385 533.66212260723114
leaf_count=2374 18 22 10 34 34 30 20 43 1661 246 288
internal_value=0 0.000223275 -0.000214843 -0.000635051 0.000423232 2.94113e-05 -0.00157136 0.000779977 -1.25995e-05 3.74346e-05 -0.000257391
internal_weight=0 510.658 160.028 118.371 350.63 166.655 51.4901 183.975 9049.34 5715.32 1007.43
internal_count=4780 211 86 76 125 64 42 61 4569 2908 534
is_linear=0
shrinkage=0.06


Tree=1130
num_leaves=12
num_cat=0
split_feature=22 150 58 20 43 75 144 115 97 31 4
split_gain=0.00781604 0.021339 0.0438954 0.0277553 0.0272921 0.0243356 0.0234412 0.0514966 0.0369375 0.0384431 0.0349623
threshold=0.00090704852482303988 0.010500331409275534 0.013860232196748258 0.00070876078098081063 0.0056525857653468856 0.0032328735105693345 0.0020292587578296666 0.0038949446752667431 0.0026012937305495147 0.00060774214216507982 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -3 -5 -4 7 10 9 -9 -2
right_child=1 3 5 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-2.5149197609704447e-05 -0.00030220813672897752 0.00034113482852362773 0.0011716681812135683 -0.00034009424192486175 -0.0026488912676598344 -3.9827109676842319e-05 0.00031123711709609092 -0.0023225248395726912 0.00013838488133511147 -0.00050957962681267416 0.00077318028772338748
leaf_weight=7869.0219404697418 241.43806076049805 61.272719502449036 214.96382486820221 40.796064853668213 33.622625946998596 82.635791778564453 566.10889089107513 83.182671666145325 83.522209405899048 85.269995808601379 198.16503632068634
leaf_count=3870 125 26 76 23 24 40 359 61 51 49 76
internal_value=0 0.000117033 0.000179989 -0.00060457 -0.00138322 0.000835267 2.49342e-05 -0.000209426 -0.000893293 -0.00140482 0.000182557
internal_weight=0 1690.98 1555.29 135.691 74.4187 297.6 1257.69 691.578 251.975 168.453 439.603
internal_count=4780 910 837 73 47 116 721 362 161 110 201
is_linear=0
shrinkage=0.06


Tree=1131
num_leaves=12
num_cat=0
split_feature=116 107 47 50 141 44 58 10 86 71 91
split_gain=0.00740482 0.0245974 0.0221274 0.0122386 0.0119697 0.0173349 0.020906 0.0239813 0.0153306 0.0122955 0.0116419
threshold=0.01884530205279589 0.029773407615721229 0.040252277627587325 0.0010918468469753864 0.0013986918493174019 0.00073092587990686308 0.0062037324532866487 0.0016846025246195497 0.0005375427135732026 0.0079489401541650313 0.020035739988088611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 -4 -2 -6 7 -7 -8 -9 -1
right_child=1 -3 3 -5 5 6 8 9 -10 -11 -12
leaf_value=-2.130711430002237e-05 0.00080525012249199146 0.0013016934729268214 -0.00023076148880150492 -0.0019120813095956906 -0.0012277600771939941 0.0010952063137024241 0.00019342081066362916 -0.00018342595009436898 0.0016981023369487451 -0.0013943528760117139 0.00055198036808910074
leaf_weight=8878.518941283226 97.529549479484558 65.837003231048584 34.848581314086914 28.196973443031311 34.3267502784729 42.543851256370544 50.943245530128479 109.44956541061401 46.743548393249512 41.682482481002808 129.37934017181396
leaf_count=4368 59 40 25 23 28 21 21 79 21 34 61
internal_value=0 0.000213295 6.59336e-05 -0.000982728 0.000222149 4.75364e-05 0.000197785 -0.000163168 0.000913417 -0.000517402 -1.30731e-05
internal_weight=0 552.102 486.265 63.0456 423.219 325.689 291.363 193.676 97.6868 151.132 9007.9
internal_count=4780 351 311 48 263 204 176 134 42 113 4429
is_linear=0
shrinkage=0.06


Tree=1132
num_leaves=12
num_cat=0
split_feature=22 58 62 15 93 29 40 112 72 9 105
split_gain=0.00691308 0.0231378 0.050243 0.023374 0.0423401 0.0249065 0.0343035 0.0382324 0.0312429 0.0292475 0.0286897
threshold=0.00090704852482303988 0.013860232196748258 0.0026833302108570938 0.034632634371519096 0.0012745757703669371 0.013439828064292671 0.0056525857653468856 0.0014881226234138014 0.0042751494329422721 0.000490355829242617 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 10 9 -7 -8 -2
right_child=1 2 -4 4 -6 8 7 -9 -10 -11 -12
leaf_value=-2.3651931500758029e-05 -0.00079152551486728082 0.00083272650052293722 -0.0012219441611143003 0.00035754495487987683 -0.0026555678200473744 0.00098227173734240615 0.00073786499504637447 0.001200931501677824 -0.00016265316736212534 -0.00039440681122509489 0.00037253613325589734
leaf_weight=7869.0219404697418 317.29004907608032 303.02526915073395 49.899583458900452 34.848581314086914 32.396670579910278 197.64320528507233 117.14483535289764 112.03367173671722 151.62883007526398 274.74619781970978 100.32099795341492
leaf_count=3870 204 117 27 25 23 79 75 40 86 183 51
internal_value=0 0.000110065 0.000542219 -3.91995e-06 -0.00109408 5.37662e-05 -0.000109762 0.000223486 0.000485228 -5.59459e-05 -0.000511888
internal_weight=0 1690.98 352.925 1338.05 67.2453 1270.81 921.536 503.925 349.272 391.891 417.611
internal_count=4780 910 144 766 48 718 553 298 165 258 255
is_linear=0
shrinkage=0.06


Tree=1133
num_leaves=12
num_cat=0
split_feature=104 59 5 69 133 61 145 72 10 69 87
split_gain=0.00747461 0.025514 0.0312879 0.0278335 0.0323779 0.0285679 0.0254253 0.042073 0.0365739 0.0384537 0.030603
threshold=0.015200819820165636 0.00064626874518580746 0.000490355829242617 0.00039601318712811922 0.0033348383149132137 0.0019071503775194289 0.015675474889576439 0.00244467705488205 0.017724351026117805 0.00085274505545385193 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 8 10 -4 -10 -8
right_child=1 2 6 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-2.2224542523847196e-05 -0.0011932663373354 0.0005004316552484464 -0.0011926693939900456 -0.0020946136900711959 -0.0015632036471787847 0.00060628515728196211 -0.0028346601277473168 0.00050660866695193441 0.0013442358499788508 -0.00011118226796988778 -0.00047210414214408507
leaf_weight=8132.8347353935242 41.317895889282227 698.85855960845947 60.933181762695312 31.17071521282196 48.15179705619812 137.25690340995789 41.500189185142517 50.421414494514465 103.97381520271301 175.94059526920319 37.640029788017273
leaf_count=4140 20 296 36 22 29 64 27 24 30 75 17
internal_value=0 0.000126649 0.000245792 -0.000413529 -0.000182411 0.000189912 -0.000132511 -0.000847975 0.000139449 0.000429431 -0.001711
internal_weight=0 1427.17 1169.27 257.897 226.727 178.575 470.409 129.562 340.848 279.914 79.1402
internal_count=4780 640 505 135 113 84 209 68 141 105 44
is_linear=0
shrinkage=0.06


Tree=1134
num_leaves=12
num_cat=0
split_feature=72 147 115 99 73 144 9 11 135 129 65
split_gain=0.00734448 0.0294364 0.0619549 0.0694603 0.0271655 0.0256744 0.0428559 0.0444816 0.0381455 0.0325903 0.026527
threshold=0.0095705352723598498 0.0062037324532866487 0.0063990866765379914 0.010500331409275534 0.0010585968848317864 0.00044738779251929378 0.0011261500185355546 0.00017767510871635753 0.00044738779251929378 0.000490355829242617 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -3 6 7 -2 -9 -7 -11
right_child=1 4 3 -5 -6 9 -8 8 -10 10 -12
leaf_value=-2.6885512023609862e-05 0.00030109425013617649 0.00091326187921968052 0.00028612801742038672 0.0027895299073666846 -0.00017614846720301431 -0.00083575796936690165 0.00044456599701941197 -0.00067125434312009693 -0.0030529237333095554 0.0010609199837614269 -0.00024351199192018325
leaf_weight=7579.1495939493179 61.272719502449036 89.287399649620056 87.017782211303711 73.689517617225647 1068.5432492494583 57.437608957290649 151.60378122329712 52.873325228691101 44.656224250793457 219.00627756118774 75.462352871894836
leaf_count=3613 26 42 47 19 738 40 62 26 33 93 41
internal_value=0 0.00010287 0.000377207 0.00143402 -9.21374e-05 0.000120776 -0.000276982 -0.000965821 -0.00176176 0.000471626 0.000726638
internal_weight=0 1980.85 823.02 160.707 1157.83 662.312 310.406 158.802 97.5295 351.906 294.469
internal_count=4780 1167 387 66 780 321 147 85 59 174 134
is_linear=0
shrinkage=0.06


Tree=1135
num_leaves=12
num_cat=0
split_feature=35 67 44 80 24 131 146 69 44 136 58
split_gain=0.00748755 0.0278689 0.0359875 0.0473756 0.0370961 0.0265814 0.0247532 0.0217126 0.0278971 0.0375693 0.0376626
threshold=0.0048403022810816774 0.00017767510871635753 0.0060143163427710542 0.0028552538715302949 0.00087947337306104611 0.0013146653072908523 0.0041444667149335155 0.0017376682371832433 0.019431582652032379 0.00038414125447161501 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 -6 -3 9 10 -9
right_child=1 7 5 -5 6 -7 -8 8 -10 -11 -12
leaf_value=-3.4132145174738948e-05 -0.00091780266948493624 0.00012167624509643932 -0.0013277979097521052 0.0026183531836709226 0.0019118983321388405 0.00072838744372906992 0.00033900531078025182 -0.00056930324990606205 0.00044571304854459064 3.5042172186472872e-05 -0.0022118299618728268
leaf_weight=6764.8689365386963 46.925841689109802 1789.7834943532944 51.12553882598877 50.239121198654175 63.542336940765381 40.613771557807922 83.157622814178467 198.91925835609436 148.81233274936676 254.76632535457611 67.245251893997192
leaf_count=3216 28 1018 28 17 21 16 37 128 70 153 48
internal_value=0 8.26078e-05 0.000595495 0.000976575 0.000550591 -0.000417507 0.0010203 1.26239e-05 -0.000278801 -0.000485771 -0.00098428
internal_weight=0 2795.13 335.604 243.865 193.626 91.7393 146.7 2459.53 669.743 520.931 266.165
internal_count=4780 1564 147 103 86 44 58 1417 399 329 176
is_linear=0
shrinkage=0.06


Tree=1136
num_leaves=12
num_cat=0
split_feature=31 25 46 127 31 0 113 58 23 115 29
split_gain=0.00766095 0.0293097 0.0319581 0.0349885 0.0366474 0.0305495 0.028076 0.0266253 0.0256898 0.0271484 0.025331
threshold=0.0019672545604407792 0.00077738583786413084 0.00046126570669002836 0.0030382014811038975 0.014293605927377941 0.0044099434744566688 0.0010585968848317864 0.0035485138650983576 0.012636432424187662 0.0010263677686452868 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 8 -7 -8 9 -4 -3
right_child=1 10 3 4 -6 6 7 -9 -10 -11 -12
leaf_value=-2.77584849142772e-05 -0.00085655239422694125 0.00042655843292183982 -0.0021631850126868288 0.0019996142102491803 0.00022711196193252417 -0.00066130069525331279 0.0021476958682562332 0.00061593822979819513 0.00042272372763835973 -0.00022498665792297764 -0.00021375218250718099
leaf_weight=7544.822843670845 65.837003231048584 286.82345819473267 38.004616379737854 101.18236672878265 71.784486770629883 44.473930954933167 54.099280595779419 166.83707666397095 113.10238265991211 82.478547334671021 990.55383908748627
leaf_count=3585 40 186 31 38 38 26 27 71 58 57 623
internal_value=0 0.000103928 0.000405014 0.000528618 0.00126399 0.000273716 0.000714138 0.00099101 -0.000226711 -0.000836362 -6.99763e-05
internal_weight=0 2015.18 737.8 671.963 172.967 498.996 265.41 220.936 233.586 120.483 1277.38
internal_count=4780 1195 386 346 76 270 124 98 146 88 809
is_linear=0
shrinkage=0.06


Tree=1137
num_leaves=12
num_cat=0
split_feature=93 116 98 125 141 150 33 121 88 150 113
split_gain=0.00762217 0.0215761 0.0415698 0.0223067 0.024048 0.0314992 0.0304904 0.0501911 0.0498755 0.0268651 0.0212866
threshold=0.021960759535431865 0.0063990866765379914 0.0051502294372767219 0.027182282879948619 0.0010263677686452868 0.0015349716995842757 0.00017767510871635753 0.02129978779703379 0.00093549740267917525 0.00082683752407319855 0.013439828064292671
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 9 -2 8 -8 -6 -7
right_child=1 2 -4 -5 5 10 7 -9 -10 -11 -12
leaf_value=-2.4661015100748698e-05 0.00072663883938036333 0.00021518810630672555 -0.0017626374108757979 -0.00082103755488772837 0.00028775545780606649 0.0007051328602559649 -0.0021073139220980268 0.00026042602221230878 0.0001768064737666653 -0.0010198569831529718 -0.00028258489455863686
leaf_weight=7888.5412257909775 109.73900544643402 99.956411361694336 61.97684383392334 75.097766280174255 153.32651877403259 673.35283923149109 91.557017087936401 172.75951135158539 55.142942667007446 89.626937389373779 88.922813057899475
leaf_count=4297 21 37 30 27 36 169 37 45 21 32 28
internal_value=0 0.000116389 -0.000541787 0.000186994 0.000239769 0.000400296 -0.000136203 -0.000432602 -0.00124874 -0.00019463 0.000589911
internal_weight=0 1671.46 161.933 1509.53 1434.43 1005.23 429.198 319.459 146.7 242.953 762.276
internal_count=4780 483 67 416 389 265 124 103 58 68 197
is_linear=0
shrinkage=0.06


Tree=1138
num_leaves=12
num_cat=0
split_feature=93 100 17 105 61 123 15 34 110 45 124
split_gain=0.00726752 0.0348006 0.025385 0.0294913 0.0293122 0.0508216 0.0268846 0.0240935 0.0578801 0.0870017 0.142545
threshold=0.000490355829242617 0.060991313308477409 0.00040826165059115743 0.00017767510871635753 0.0010263677686452868 0.00047558375808876013 0.0098710241727530974 0.0012745757703669371 0.00039601318712811922 0.00064626874518580746 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 8 9 -2 -11
right_child=7 -3 3 -5 5 -7 -8 -9 -10 10 -12
leaf_value=-0.00010096253903015935 1.9435859283854445e-05 0.0020031499968419342 -0.0001566349388672032 0.00013403298815216556 -0.00051241618011450298 0.0031290580209713294 0.0015567292853776937 1.9381331875728989e-05 2.6443056582236903e-05 -0.0043139745464373753 -0.00077461960822867786
leaf_weight=1623.1537598371506 210.94642102718353 33.440332651138306 60.933181762695312 1080.4131674766541 40.978358149528503 43.065682291984558 50.421414494514465 5413.405534863472 791.38409221172333 55.507529258728027 156.35035824775696
leaf_count=978 83 17 36 710 30 18 24 2511 255 35 83
internal_value=0 7.86469e-05 5.64472e-05 0.000256712 0.000935039 0.00142973 0.000629044 -3.47976e-05 -0.000276352 -0.000843109 -0.00170194
internal_weight=0 2932.41 2898.97 1275.81 195.399 134.465 91.3998 6627.59 1214.19 422.804 211.858
internal_count=4780 1813 1796 818 108 72 54 2967 456 201 118
is_linear=0
shrinkage=0.06


Tree=1139
num_leaves=12
num_cat=0
split_feature=18 60 145 120 78 121 37 29 36 128 54
split_gain=0.00689226 0.0213913 0.03514 0.0272727 0.0304835 0.0495169 0.014581 0.0259616 0.0145513 0.0119054 0.0129108
threshold=0.0081988852471113222 0.0011261500185355546 0.0035485138650983576 0.0003614811430452392 0.012252715881913902 0.0021592099219560628 0.00038414125447161501 0.0053125319536775359 0.00068727668258361529 0.00039601318712811922 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -3 -6 -8 -11
right_child=1 6 -4 -5 8 -7 9 -9 -10 10 -12
leaf_value=-1.4059552045442976e-05 -0.00074314232160876145 -0.0001235953648006271 0.00077227906057667037 0.00056477787982358197 0.00083215210698225667 -0.0036900107419891308 0.0010742684340116261 0.0016835770431463844 -0.0010095927055055389 -0.0008831908042052683 0.00027536476525085563
leaf_weight=8883.4227627515793 62.15913712978363 45.178055286407471 93.487096786499023 51.647369861602783 34.14445698261261 30.648884177207947 48.15179705619812 78.071508049964905 28.196973443031311 44.134393215179443 160.75739753246307
leaf_count=4372 37 30 42 25 21 25 29 26 23 36 114
internal_value=0 0.000184601 -0.000193065 -0.000629471 -0.00102702 -0.00171631 0.000485981 0.00102114 -8.67431e-07 0.00022532 2.58079e-05
internal_weight=0 676.577 300.284 206.797 155.149 92.808 376.293 123.25 62.3414 253.044 204.892
internal_count=4780 408 173 131 106 62 235 56 44 179 150
is_linear=0
shrinkage=0.06


Tree=1140
num_leaves=12
num_cat=0
split_feature=1 58 127 144 36 5 9 60 60 53 143
split_gain=0.00685087 0.0251517 0.0333223 0.0570765 0.0582863 0.0379866 0.0531907 0.0408817 0.0327087 0.0405612 0.0325892
threshold=0.00039601318712811922 0.0062037324532866487 0.00077738583786413084 0.0027679565828293566 0.00747153488919139 0.0084566329605877417 0.000490355829242617 0.00085274505545385193 0.00039601318712811922 0.0033348383149132137 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 10 -8 -5 -10 -4
right_child=-2 -3 5 8 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00033947131127978059 -3.7696279075615684e-05 0.0002711604649497973 -5.2396984837048966e-05 -0.00015553405851583086 -0.0025003468156266379 -0.00097440309308939209 -0.0019801041280836746 0.00034141239240062201 1.949707998451049e-05 0.001703280906225773 0.0012191239790114022
leaf_weight=1060.5974907875061 6164.4945392608643 1336.2120087146759 99.434580326080322 194.19773018360138 46.925841689109802 69.514869332313538 46.404010653495789 66.358834266662598 95.442225337028503 111.87642729282379 268.54127442836761
leaf_count=502 3223 511 40 131 28 43 31 37 71 57 106
internal_value=0 6.84371e-05 -6.31039e-05 -0.000208848 -0.000431028 0.000336591 0.000526161 -0.000613935 0.000404002 0.000928126 0.000875533
internal_weight=0 3395.51 2059.29 1509.04 1107.52 550.254 480.739 112.763 401.516 207.319 367.976
internal_count=4780 1557 1046 789 530 257 214 68 259 128 146
is_linear=0
shrinkage=0.06


Tree=1141
num_leaves=12
num_cat=0
split_feature=93 122 7 10 28 148 86 17 85 93 84
split_gain=0.00688612 0.0226869 0.0325897 0.0393444 0.0526683 0.0761971 0.0416232 0.0369366 0.0342323 0.0220172 0.0424586
threshold=0.021960759535431865 0.00044738779251929378 0.00040826165059115743 0.0051502294372767219 0.0026012937305495147 0.0034400182776153092 0.00066645268816500913 0.0016331639490090313 0.00068727668258361529 0.0048403022810816774 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 7 4 5 -4 -7 -2 -5 -1 -11
right_child=1 -3 3 8 -6 6 -8 -9 -10 10 -12
leaf_value=2.9653540485544686e-05 0.00030930408351708782 0.00050418568491951844 0.00020444151545952584 -0.00077471597232576215 0.00024435375514354361 -0.0046387356118115916 -0.0015397049589906825 -0.00077673289650034393 0.00097400473096022561 -0.00035994590856976144 0.00038788980636887742
leaf_weight=6160.2558906078339 825.08881604671478 400.84425866603851 34.483994722366333 79.479756712913513 55.66477370262146 36.074536681175232 27.492849111557007 130.58024668693542 81.749374151229858 1387.9595739841461 340.3257611989975
leaf_count=3521 190 118 11 34 18 26 19 38 29 632 144
internal_value=0 0.000110627 -1.35303e-05 -0.000542854 -0.00122966 -0.00206648 -0.00329841 0.000160911 0.000111953 -2.34401e-05 -0.000212686
internal_weight=0 1671.46 1270.61 314.945 153.716 98.0514 63.5674 955.669 161.229 7888.54 1728.29
internal_count=4780 483 365 137 74 56 45 228 63 4297 776
is_linear=0
shrinkage=0.06


Tree=1142
num_leaves=12
num_cat=0
split_feature=135 99 99 149 47 124 35 70 87 138 87
split_gain=0.00692007 0.0235522 0.0406362 0.0582763 0.0617565 0.0415307 0.0380856 0.0465387 0.0425541 0.0419315 0.0668335
threshold=0.0037758676335215573 0.0035485138650983576 0.0026012937305495147 0.0070226341485977182 0.013439828064292671 0.00073092587990686308 0.0048403022810816774 0.010500331409275534 0.0072436286136507997 0.00044738779251929378 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -4 8 9 -1 10 -8
right_child=-2 -3 3 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0002304775959690716 0.0001003848728975628 0.00011831920454934968 -0.0018209737382583193 -0.004252844596437667 -0.00052775826890461355 6.6998489871131911e-05 0.0010855591814887249 -0.00089322181056295186 0.00056301647361086174 2.7580151717644226e-05 -0.00068401830891952418
leaf_weight=3054.4434072971344 1964.2225968837738 2651.3865802288055 53.759742856025696 31.874839544296265 32.214377284049988 190.85940182209015 403.71085369586945 123.79644322395325 264.36662614345551 694.46961784362793 94.895345449447632
leaf_count=1546 828 1320 37 26 16 118 182 77 130 450 50
internal_value=0 -2.59589e-05 -0.000103327 -0.000769879 -0.00238043 -0.00034792 -5.89385e-05 0.000214081 -0.00016727 0.000328978 0.000748771
internal_weight=0 7595.78 4944.39 308.708 64.0892 244.619 4635.68 1316.87 3318.81 1193.08 498.606
internal_count=4780 3952 2632 197 42 155 2435 759 1676 682 232
is_linear=0
shrinkage=0.06


Tree=1143
num_leaves=12
num_cat=0
split_feature=143 101 117 27 97 143 53 83 44 81 135
split_gain=0.00704503 0.0296479 0.0401976 0.0232329 0.0488153 0.0269824 0.0455473 0.0411301 0.0334097 0.0664926 0.0453377
threshold=0.00057154725072905432 0.0042751494329422721 0.0084566329605877417 0.001792412775103003 0.00017767510871635753 0.00017767510871635753 0.00070876078098081063 0.0063990866765379914 0.0028552538715302949 0.0013146653072908523 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 8 -7 -8 9 10 -1
right_child=-2 2 -4 4 -6 6 7 -9 -10 -11 -12
leaf_value=0.00057282479103939283 -1.7623628797135861e-05 -0.001909658961208477 0.00060147731697340521 -0.001334886027866321 0.00044256937368450378 0.0022025855008366256 -0.00062557275304246966 0.0012323544285037067 0.0010100279287808668 -0.0026003113148240727 -0.0012255008076277666
leaf_weight=209.1986346244812 8558.0659058094025 54.985698223114014 39.387816190719604 92.103896975517273 140.43798732757568 72.124024510383606 77.027845978736877 96.800376296043396 117.27703094482422 36.074536681175232 66.51607871055603
leaf_count=85 4319 38 15 58 94 28 32 31 34 26 20
internal_value=0 0.000150533 -0.000861609 0.000255782 -0.000261435 0.000433961 0.000934999 0.000409058 0.000146753 -0.000177961 0.000138979
internal_weight=0 1001.93 94.3735 907.56 232.542 675.019 245.952 173.828 429.066 311.789 275.715
internal_count=4780 461 53 408 152 256 91 63 165 131 105
is_linear=0
shrinkage=0.06


Tree=1144
num_leaves=12
num_cat=0
split_feature=89 89 96 116 149 3 4 98 123 11 68
split_gain=0.00646262 0.023466 0.042221 0.0497735 0.0399304 0.0252568 0.0238809 0.020876 0.0358132 0.0342775 0.0303522
threshold=0.00062670491752214741 0.00043393640953581786 0.0042751494329422721 0.0038949446752667431 0.0019071503775194289 0.0020932231564074759 0.001792412775103003 0.00096484774257987748 0.013439828064292671 0.027182282879948619 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4 8 -2 10 -9
right_child=7 2 6 -5 -6 -7 -8 9 -10 -11 -12
leaf_value=-3.5607533974354962e-06 -6.463364705921181e-05 -0.0023293649953702012 0.00079934673911221993 -8.0322623495335447e-05 -0.0038998720901901427 -2.1821909592232277e-05 -0.00077542550198052859 0.0017589746605877297 -0.0020779049279083285 0.0012830750427844789 9.4992118177008911e-05
leaf_weight=7023.8168615102768 814.63829267024994 36.778661012649536 95.939007520675659 87.200075507164001 29.422928810119629 31.874839544296265 54.281573891639709 40.796064853668213 33.100794911384583 103.99886405467987 1208.1518679857254
leaf_count=3184 572 30 44 54 24 26 34 23 27 54 708
internal_value=0 -2.69766e-05 -0.0005172 -0.00112327 -0.00205057 -0.00125801 0.000230309 9.02124e-05 -0.000143244 0.000236493 0.000149345
internal_weight=0 7359.31 335.497 185.277 98.0764 68.6535 150.221 2200.69 847.739 1352.95 1248.95
internal_count=4780 3396 212 134 80 56 78 1384 599 785 731
is_linear=0
shrinkage=0.06


Tree=1145
num_leaves=12
num_cat=0
split_feature=66 93 19 94 70 37 28 43 5 102 32
split_gain=0.0068783 0.023042 0.045019 0.0315847 0.0253498 0.022923 0.0282545 0.0271909 0.0228015 0.0406938 0.0205916
threshold=0.00087947337306104611 0.013032016810029747 0.00017767510871635753 0.00043393640953581786 0.0048403022810816774 0.00038414125447161501 0.00066645268816500913 0.0056525857653468856 0.0031340263085439806 0.0014427106943912806 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 -8 9 -3 -6
right_child=1 8 3 4 10 6 7 -9 -10 -11 -12
leaf_value=-1.8961020094019734e-05 -0.0012492679969746379 -0.001898400091540377 0.0012880790108633577 -0.0014334414653414808 0.0010551954918217776 0.00098202025429873063 -8.7102477624263498e-05 -0.0022490407136024639 0.00041041344642546901 4.2411772763488315e-05 0.00021165376233575064
leaf_weight=8394.7814509868622 64.975634455680847 69.332576036453247 120.79765260219574 45.360348582267761 165.97570788860321 77.549677014350891 143.59402239322662 24.519107341766357 84.723115921020508 88.583275318145752 279.80726373195648
leaf_count=4131 53 36 54 37 84 29 100 20 28 38 170
internal_value=0 0.000136604 0.000273436 0.000388802 0.000241368 -0.000194204 3.46145e-05 -0.000402419 -0.000383667 -0.000809697 0.000525725
internal_weight=0 1165.22 922.579 857.604 736.806 291.023 245.663 168.113 242.639 157.916 445.783
internal_count=4780 649 547 494 440 186 149 120 102 74 254
is_linear=0
shrinkage=0.06


Tree=1146
num_leaves=12
num_cat=0
split_feature=100 106 45 118 88 94 22 126 62 94 11
split_gain=0.00711281 0.0338182 0.0436073 0.0333039 0.0472312 0.0424449 0.033293 0.0370962 0.0413126 0.0497652 0.0313723
threshold=0.020035739988088611 0.024810968898236755 0.011880517937242987 0.00042089859198313212 0.00055427959887310873 0.0010918468469753864 0.00066645268816500913 0.0003614811430452392 0.0026833302108570938 0.0012745757703669371 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 5 -5 7 8 9 -2 -6
right_child=1 2 -4 4 10 -7 -8 -9 -10 -11 -12
leaf_value=-1.8194679446246169e-05 -0.00017648317462647586 0.00048501935282823836 -0.0016348495299204941 0.00026744305657866652 0.00064720851253289061 0.0021887434328632799 -0.0010260629809947328 0.00065190149317719513 0.00037552584509638635 -0.0029576191823577091 -0.0011864401291391614
leaf_weight=8508.398713350296 56.551191329956055 61.794550538063049 80.366174340248108 67.742034077644348 91.557017087936401 106.42572593688965 93.1475590467453 287.94921815395355 113.78145813941956 39.230571746826172 53.055618524551392
leaf_count=4347 29 23 45 21 37 32 52 91 38 32 33
internal_value=0 0.000147211 -0.000713383 0.000281737 0.000775973 0.00144146 1.49963e-05 0.00020991 -0.000397405 -0.00131559 -2.55222e-05
internal_weight=0 1051.6 142.161 909.44 318.78 174.168 590.66 497.512 209.563 95.7818 144.613
internal_count=4780 433 68 365 123 53 242 190 99 61 70
is_linear=0
shrinkage=0.06


Tree=1147
num_leaves=12
num_cat=0
split_feature=60 142 141 40 17 150 148 58 99 45 78
split_gain=0.00676387 0.0321581 0.0180448 0.017657 0.0113186 0.00836228 0.0325796 0.0811296 0.0549857 0.0483536 0.0565592
threshold=0.037906534969806678 0.00096484774257987748 0.0034400182776153092 0.0056525857653468856 0.0018488886416889729 0.00099512818269431613 0.00899649551138282 0.0081988852471113222 0.0016846025246195497 0.00082683752407319855 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 9 -8 -9 -1 -11
right_child=1 2 -4 4 -6 -7 7 8 -10 10 -12
leaf_value=8.9185928495174769e-05 0.0020400605699540941 -0.00060913710961696074 -0.00093289091430185181 2.8147435136641224e-05 0.0012548593177617025 2.7423516772376761e-05 -7.6856402294617667e-06 0.0030701288882358344 0.00013042413421126243 0.00018200181914319562 -0.00079397881259186834
leaf_weight=943.99953532218933 33.440332651138306 48.15179705619812 52.011956453323364 45.178055286407471 67.584789633750916 6687.0047706365585 560.34370064735413 56.890729069709778 38.344154119491577 303.36480689048767 723.68520450592041
leaf_count=448 17 29 39 30 38 3221 368 19 21 107 443
internal_value=0 0.000310305 3.86449e-05 0.000352671 0.000763381 -8.20827e-06 -9.89215e-05 0.000267483 0.00188652 -0.000220789 -0.000505699
internal_weight=0 246.367 212.927 160.915 112.763 9313.63 2626.63 655.579 95.2349 1971.05 1027.05
internal_count=4780 153 136 97 68 4627 1406 408 40 998 550
is_linear=0
shrinkage=0.06


Tree=1148
num_leaves=12
num_cat=0
split_feature=4 61 46 25 129 65 99 40 72 72 106
split_gain=0.0068786 0.0182664 0.0254913 0.0209221 0.011681 0.0109905 0.0519168 0.010143 0.0277741 0.107006 0.0615842
threshold=0.010180860292166473 0.0013146653072908523 0.015200819820165636 0.00077738583786413084 0.0018488886416889729 0.10820819064974786 0.017188700847327713 0.00060774214216507982 0.00017767510871635753 0.00082683752407319855 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -3 7 -7 8 -1 10 -10
right_child=1 4 -4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=0.0003341185674582727 -0.0016038526110617425 0.00085987317825158139 0.00099589132933854694 5.7001400840469776e-05 -0.00013607214616680045 -0.0020660845729954863 0.00042340086841281463 -3.965824818363014e-05 -0.002931903314051167 0.00024807038216170552 -0.00065991565263025221
leaf_weight=1049.0740616321564 52.351494193077087 163.34150385856628 42.361557960510254 57.073022365570068 57.255315661430359 50.081876754760742 75.80189061164856 6750.2187160253525 50.603707790374756 927.87982225418091 283.95686316490173
leaf_count=359 29 75 14 26 33 34 31 3598 31 428 122
internal_value=0 0.000252801 -0.0002538 -0.000737594 0.000601378 -1.02463e-05 -0.000567022 -2.51166e-06 0.000105966 -8.36263e-05 -0.00100356
internal_weight=0 372.383 151.786 109.425 220.597 9187.62 125.884 9061.73 2311.51 1262.44 334.561
internal_count=4780 177 69 55 108 4603 65 4538 940 581 153
is_linear=0
shrinkage=0.06


Tree=1149
num_leaves=12
num_cat=0
split_feature=31 106 53 108 142 75 47 0 110 32 99
split_gain=0.00703441 0.0214709 0.0329902 0.0299818 0.027368 0.0248504 0.0249483 0.0294868 0.023459 0.0321788 0.0304916
threshold=0.0019672545604407792 0.0046923852059990176 0.0033348383149132137 0.0019672545604407792 0.015675474889576439 0.0013146653072908523 0.0042751494329422721 0.0020932231564074759 0.015675474889576439 0.0013986918493174019 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 -2 9 10 -3
right_child=1 8 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-2.659917357829824e-05 -0.0026923984987402157 0.00081301550920882912 0.00032306101732834549 -0.0007922178079089122 0.0011856209087330297 0.00024414392710087285 0.00056079927194969644 -0.00025267398376270771 -0.001062499822528715 -6.8198931915349143e-05 -0.00054383788626390149
leaf_weight=7544.822843670845 34.3267502784729 496.15428841114044 119.41445279121399 317.47234237194061 86.495951175689697 406.26295983791351 33.440332651138306 37.118198752403259 43.430268883705139 373.29436051845551 67.767082929611206
leaf_count=3585 28 230 70 211 50 280 17 20 32 212 45
internal_value=0 9.95873e-05 -9.10923e-05 -0.000487378 0.000198599 3.15757e-05 -0.000791787 -0.00142487 0.000300745 0.000363917 0.000649961
internal_weight=0 2015.18 1034.53 436.887 597.644 511.148 104.885 71.4449 980.646 937.216 563.921
internal_count=4780 1195 676 281 395 345 65 48 519 487 275
is_linear=0
shrinkage=0.06


Tree=1150
num_leaves=12
num_cat=0
split_feature=93 72 50 65 21 140 148 44 52 110 53
split_gain=0.00660339 0.0213381 0.0336446 0.0660125 0.0933302 0.0639423 0.0573834 0.047266 0.0660731 0.070464 0.0721064
threshold=0.000490355829242617 0.0095705352723598498 0.0013986918493174019 0.00043393640953581786 0.001792412775103003 0.031632266007363803 0.0070226341485977182 0.00017767510871635753 0.00096484774257987748 0.00096484774257987748 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 8 -4 10 -10
right_child=1 -3 7 -5 5 -7 -8 -9 9 -11 -12
leaf_value=7.4967245461649069e-05 0.00071787633110894321 0.00018596781167377473 0.00099567198092086326 -0.00042732677961839079 -0.00078651318519099369 0.0015036304348401185 0.002362880052811895 -0.0001035467936145973 -3.6059713051317469e-05 -0.00032152230748941346 -0.0033755551481877357
leaf_weight=2932.4058966636658 231.24078238010406 1288.6251890659332 53.734694004058838 338.60302364826202 192.06030833721161 56.890729069709778 113.96375143527985 4119.8013777732849 32.736208319664001 119.38940393924713 80.548467636108398
leaf_count=1813 79 688 13 170 95 19 45 1747 13 46 52
internal_value=0 -3.31696e-05 -8.6061e-05 0.000241301 0.000622345 -0.000263166 0.00126095 -0.000155361 -0.000900672 -0.00133862 -0.00241053
internal_weight=0 6627.59 5338.97 932.759 594.156 248.951 345.205 4406.21 286.409 232.674 113.285
internal_count=4780 2967 2279 408 238 114 124 1871 124 111 65
is_linear=0
shrinkage=0.06


Tree=1151
num_leaves=12
num_cat=0
split_feature=23 142 97 21 148 42 7 108 145 116 93
split_gain=0.00648116 0.022467 0.040657 0.0334134 0.0357255 0.0672501 0.0503715 0.0648305 0.0618971 0.0396639 0.11359
threshold=0.0056525857653468856 0.00899649551138282 0.0019071503775194289 0.0068083447404205808 0.014740333426743748 0.001792412775103003 0.00082683752407319855 0.011169348377734424 0.00055427959887310873 0.0016846025246195497 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 9 8 -8 -6 -2 -11
right_child=1 2 -4 -5 6 -7 7 -9 -10 10 -12
leaf_value=6.7307469843003219e-05 -0.00024502028658836674 0.00019977749991012756 -0.00061876568274145936 0.00018652544636641637 0.00029797409591819906 9.481191958074701e-05 -0.00070986466407791933 0.00095308145447198169 -0.0022058434043456527 -0.00058138263728893134 -0.0036986144353363796
leaf_weight=3347.0821534395218 428.72674322128296 2053.1134097576141 244.46190023422241 947.60225486755371 49.717290163040161 1641.9716773033142 334.11388647556305 112.92008936405182 124.68286085128784 223.77790343761444 51.829663157463074
leaf_count=1771 175 993 172 379 20 733 228 51 88 138 32
internal_value=0 -3.62605e-05 0.000112685 -0.000123663 -0.000222707 -0.000115572 -0.00062721 -0.000289807 -0.00149207 -0.000606027 -0.0011676
internal_weight=0 6212.92 2297.58 3915.34 2967.74 2346.31 621.434 447.034 174.4 704.334 275.608
internal_count=4780 3009 1165 1844 1465 1078 387 279 108 345 170
is_linear=0
shrinkage=0.06


Tree=1152
num_leaves=12
num_cat=0
split_feature=125 65 101 107 92 93 85 142 42 59 110
split_gain=0.00686683 0.0316996 0.0343551 0.0759897 0.0229911 0.0319076 0.0637183 0.0756058 0.0881476 0.0634314 0.0629978
threshold=0.0056525857653468856 0.021960759535431865 0.0019071503775194289 0.0045489775948226461 0.00017767510871635753 0.021960759535431865 0.00039601318712811922 0.0011980500421486797 0.0095705352723598498 0.0049928687512874612 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 8 -1 -9 -11
right_child=-2 2 -4 -5 -6 -7 -8 9 -10 10 -12
leaf_value=-0.0024978797798266231 8.8900339547599678e-05 -0.0036783864883131183 0.00020082886369606547 1.3264580206748645e-05 5.6592611943410722e-05 0.00019159323157524243 0.00016508415993227242 0.00012756369346924427 -8.8432072929705335e-05 -0.00038739263050482665 -0.00247754486004603
leaf_weight=144.11585342884064 2356.7857542037964 38.004616379737854 56.551191329956055 42.543851256370544 5059.9769487380981 580.41262233257294 556.64078569412231 409.11145734786987 88.061444282531738 147.76867067813873 80.026636600494385
leaf_count=97 1227 31 29 21 2555 148 341 159 41 76 55
internal_value=0 -2.90869e-05 -0.00093271 -0.00172854 -1.15544e-05 -0.000183438 -0.000336113 -0.000657126 -0.00158401 -0.00031924 -0.00112168
internal_weight=0 7203.21 137.1 80.5485 7066.11 2006.14 1425.72 869.084 232.177 636.907 227.795
internal_count=4780 3553 81 52 3472 917 769 428 138 290 131
is_linear=0
shrinkage=0.06


Tree=1153
num_leaves=12
num_cat=0
split_feature=106 69 110 125 109 61 102 102 150 58 18
split_gain=0.00659767 0.0271939 0.0907002 0.0294637 0.0333949 0.0222185 0.0508063 0.0527693 0.0410345 0.0300118 0.0247763
threshold=0.020035739988088611 0.0014881226234138014 0.004017772153019906 0.0013986918493174019 0.0092791137285530585 0.00244467705488205 0.00062670491752214741 0.0025217677466571335 0.0017376682371832433 0.0035485138650983576 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 6 -2 8 -8 -9 -7
right_child=1 2 -4 4 -6 10 7 9 -10 -11 -12
leaf_value=2.0082205036265379e-05 0.00034395790142417336 0.00028893656430393968 -0.0029330959794158121 -0.001926213421102973 -3.1594234579111841e-05 0.00048247953161164984 -0.0010262394324752598 0.00064889759552901527 -0.0041256554956802562 -0.0015352645026801216 -0.00037543571910092483
leaf_weight=8224.8885346651077 177.32379508018494 191.17389070987701 50.081876754760742 59.889519691467285 75.98418390750885 460.94112050533295 32.214377284049988 55.325235962867737 29.422928810119629 38.344154119491577 164.41021478176117
leaf_count=4150 59 84 34 42 38 191 16 28 24 21 93
internal_value=0 -0.000123715 -0.000555296 -0.000191176 -0.000866692 4.61852e-05 -0.000350012 -0.00114236 -0.00250576 -0.000245203 0.000256926
internal_weight=0 1335.11 377.129 327.048 135.874 957.982 332.63 155.307 61.6373 93.6694 625.351
internal_count=4780 630 198 164 80 432 148 89 40 49 284
is_linear=0
shrinkage=0.06


Tree=1154
num_leaves=12
num_cat=0
split_feature=18 60 106 143 29 100 47 146 71 91 60
split_gain=0.00656668 0.0174371 0.0270954 0.0335722 0.0147394 0.0214648 0.014682 0.0131349 0.0130611 0.0123697 0.0112928
threshold=0.0081988852471113222 0.0011261500185355546 0.0098710241727530974 0.0063990866765379914 0.0053125319536775359 0.0028552538715302949 0.00096484774257987748 0.010180860292166473 0.0048403022810816774 0.0028552538715302949 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 5 -2 8 -5 -3 -4 -1
right_child=1 6 9 7 -6 -7 -8 -9 -10 -11 -12
leaf_value=3.9973887516695178e-05 0.00028727318661818661 0.00042700124296417573 2.72707441150101e-05 -0.0008220581611114191 0.00062182427530789908 -0.0014529401712816044 0.00063674674175955243 -0.0026965365447143169 -0.001179635192289377 0.001534608878944553 -9.8948930223685436e-05
leaf_weight=5449.7444627285004 54.281573891639709 39.752402782440186 38.344154119491577 25.745062708854675 65.472416639328003 48.15179705619812 302.91812241077423 28.196973443031311 33.622625946998596 40.091940522193909 3433.6783000230789
leaf_count=2455 34 29 21 21 26 29 182 23 24 19 1917
internal_value=0 0.000180188 -0.00016079 -0.000499684 -8.13295e-05 -0.000530765 0.000452291 -0.0018019 -0.000309207 0.000797734 -1.37235e-05
internal_weight=0 676.577 300.284 221.848 167.906 102.433 376.293 53.942 73.375 78.4361 8883.42
internal_count=4780 408 173 133 89 63 235 44 53 40 4372
is_linear=0
shrinkage=0.06


Tree=1155
num_leaves=12
num_cat=0
split_feature=51 72 131 150 15 87 75 99 107 78 35
split_gain=0.0070723 0.0230926 0.0301199 0.0276256 0.0399237 0.023903 0.0195095 0.0237361 0.0260826 0.018314 0.0172525
threshold=0.013032016810029747 0.0012357163941487672 0.00070876078098081063 0.00055427959887310873 0.0044099434744566688 0.004017772153019906 0.00093549740267917525 0.0013146653072908523 0.0051502294372767219 0.029773407615721229 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 7 -3 -9 10 -8
right_child=1 6 5 4 -6 -7 9 8 -10 -11 -12
leaf_value=-1.7943405271919015e-05 0.00028631421109908718 -0.00025479299863336269 -0.00025872475707718675 -0.0030468109032724656 -0.0005792631739399126 0.0015385186356880606 0.00020896039847490981 0.00048357684445278021 0.0021333622515077558 0.00078390459995578273 -0.00060059961623699855
leaf_weight=8528.907368183136 49.717290163040161 51.647369861602783 71.784486770629883 36.074536681175232 68.28891396522522 42.361557960510254 311.31751668453217 74.054104208946228 64.585999011993408 125.02239859104156 136.23829019069672
leaf_count=4213 20 25 38 26 42 14 182 33 15 78 94
internal_value=0 0.000148423 -0.000330441 -0.000877688 -0.0014322 0.000408263 0.000316793 0.000843129 0.00125214 0.000141874 -3.74738e-05
internal_weight=0 1031.09 268.227 154.081 104.363 114.146 762.866 190.287 138.64 572.578 447.556
internal_count=4780 567 140 88 68 52 427 73 48 354 276
is_linear=0
shrinkage=0.06


Tree=1156
num_leaves=12
num_cat=0
split_feature=110 116 94 20 62 38 59 148 52 33 19
split_gain=0.00708023 0.0319428 0.03449 0.0339163 0.0265614 0.0294146 0.0274361 0.0215191 0.0197532 0.0132813 0.0121667
threshold=0.024066280573606495 0.0081988852471113222 0.0054799309000372895 0.0011615398107096555 0.00017767510871635753 0.00070876078098081063 0.0044099434744566688 0.0028552538715302949 0.0013146653072908523 0.00042089859198313212 0.02129978779703379
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 -3 8 6 -6 -4 -2 -10 -1
right_child=1 3 7 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-4.0363734679615219e-05 -0.00026107598009297324 -0.0024349623760697259 0.0017350765424022315 0.00035629798561057644 0.0006626348401942159 -0.0015458596084321579 -0.00096003295536035765 0.00032788334583713438 0.0014872870066248664 0.00043540679697114798 0.00017957797144235922
leaf_weight=7805.4225544929504 97.844038367271423 33.100794911384583 83.836698293685913 29.762466549873352 91.896554827690125 61.97684383392334 63.385092496871948 73.349979877471924 64.585999011993408 130.58024668693542 1024.2585629224777
leaf_count=3962 25 27 17 14 27 30 38 29 15 38 558
internal_value=0 0.00017954 0.000301318 -0.00111345 6.19346e-05 -0.00044079 2.70999e-07 0.00107842 0.00043469 0.000783504 -1.48501e-05
internal_weight=0 730.319 667.455 62.8633 510.269 217.258 155.282 157.187 293.01 195.166 8829.68
internal_count=4780 260 219 41 173 95 65 46 78 53 4520
is_linear=0
shrinkage=0.06


Tree=1157
num_leaves=12
num_cat=0
split_feature=51 72 116 38 8 0 19 8 87 95 21
split_gain=0.00645138 0.0203717 0.025341 0.0244481 0.0199302 0.0201498 0.0157388 0.0213869 0.0258691 0.019675 0.0217553
threshold=0.013032016810029747 0.0012357163941487672 0.010829726699739696 0.00070876078098081063 0.00244467705488205 0.0013146653072908523 0.0019672545604407792 0.0084566329605877417 0.0014881226234138014 0.00017767510871635753 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -3 9 -9 -8 -11
right_child=1 6 -4 -5 -6 -7 7 8 -10 10 -12
leaf_value=-1.7137625161687943e-05 -9.7671889003198497e-05 0.0006336619646223271 0.00088364003470220952 -0.0020192702264702424 0.00027656192010776611 -0.0019655572806962641 0.001587327691364484 5.0163223248004731e-06 -0.0018970276450576734 0.00075119006426247598 -0.00027938990510354903
leaf_weight=8528.907368183136 43.587513327598572 305.16269099712372 51.829663157463074 36.074536681175232 96.982669591903687 39.752402782440186 38.865985155105591 77.574725866317749 38.526447415351868 127.10972273349762 175.62610638141632
leaf_count=4213 15 153 32 26 38 29 18 53 28 66 109
internal_value=0 0.000141758 -0.00030801 -0.000593425 -0.000308177 -0.000988637 0.000299898 7.73686e-05 -0.000626149 0.000316475 0.00015332
internal_weight=0 1031.09 268.227 216.397 180.323 83.3399 762.866 457.703 116.101 341.602 302.736
internal_count=4780 567 140 108 82 44 427 274 81 193 175
is_linear=0
shrinkage=0.06


Tree=1158
num_leaves=12
num_cat=0
split_feature=4 112 44 81 19 4 34 104 0 44 58
split_gain=0.00651953 0.0190276 0.0405062 0.0082248 0.0314598 0.0368316 0.0457115 0.0607541 0.0290871 0.0264502 0.026324
threshold=0.010180860292166473 0.0013146653072908523 0.0020932231564074759 0.00017767510871635753 0.00017767510871635753 0.00060774214216507982 0.00017767510871635753 0.0037758676335215573 0.00068727668258361529 0.0015349716995842757 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 10 -8 9 -6 -1
right_child=1 2 -4 -5 8 -7 7 -9 -10 -11 -12
leaf_value=-0.00024156475926619811 0.0006306610071379258 -0.0017858170873326831 0.00033336468503739367 -2.5862677600987863e-05 -0.0020775139596526252 0.0014929209423695392 -0.0022078318607650477 0.00018620532028683468 0.00046617471822814132 -0.00011651957436214704 0.001174135103557981
leaf_weight=67.402496337890625 206.4322350025177 44.291637659072876 121.65902137756348 8520.2936804294586 53.577449560165405 94.870296597480774 54.281573891639709 128.49292254447937 64.246461272239685 46.039424061775208 158.41263353824615
leaf_count=31 117 19 41 4343 30 26 34 50 25 17 47
internal_value=0 0.000246114 -0.000232237 -9.97526e-06 0.000192873 0.000427901 0.000180615 -0.000524792 -0.000529236 -0.00117121 0.00075157
internal_weight=0 372.383 165.951 9187.62 667.323 503.46 408.59 182.774 163.863 99.6169 225.815
internal_count=4780 177 60 4603 260 188 162 84 72 47 78
is_linear=0
shrinkage=0.06


Tree=1159
num_leaves=12
num_cat=0
split_feature=128 28 71 27 107 9 5 121 128 24 102
split_gain=0.00657837 0.0385737 0.0638038 0.0360505 0.0503224 0.0292496 0.0278549 0.0276957 0.0253672 0.0311913 0.0458107
threshold=0.00093549740267917525 0.013032016810029747 0.015200819820165636 0.021960759535431865 0.0019071503775194289 0.0010263677686452868 0.00017767510871635753 0.04273676127195359 0.0012745757703669371 0.0095705352723598498 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 6 -1 5 -5 -3 8 9 10 -2
right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-7.1323524185520952e-05 -0.00071086268588373494 0.00029015728922436807 -0.0032227852103434069 -0.0015261868839704428 0.0018314310076698005 0.00084619443431653584 -0.0011519094538211556 0.0011848314490810216 1.4889114580972647e-05 -0.00082345857172902881 0.00087283720565598855
leaf_weight=5206.5085178613663 78.436094641685486 117.14483535289764 31.17071521282196 36.074536681175232 85.949071288108826 38.865985155105591 81.956716299057007 82.975329518318176 3333.300253033638 60.933181762695312 406.6845954656601
leaf_count=2284 40 75 22 26 29 18 60 30 1979 36 181
internal_value=0 5.63147e-05 -0.00069862 -4.39887e-05 0.000840586 -0.000295812 -0.000303445 0.000100188 7.69886e-05 0.000456065 0.000616779
internal_weight=0 4192.6 230.272 5367.4 160.89 74.9405 199.102 3962.33 3879.35 546.054 485.121
internal_count=4780 2423 157 2357 73 44 135 2266 2236 257 221
is_linear=0
shrinkage=0.06


Tree=1160
num_leaves=12
num_cat=0
split_feature=20 135 30 86 72 19 29 116 141 71 42
split_gain=0.00659631 0.0326217 0.0435151 0.0395574 0.0367894 0.058206 0.0938031 0.0448017 0.0365269 0.036299 0.0310926
threshold=0.00070876078098081063 0.00039601318712811922 0.0014881226234138014 0.0010585968848317864 0.000490355829242617 0.0019672545604407792 0.018276390619575981 0.0012357163941487672 0.0011980500421486797 0.15819545835256579 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 6 -3 8 -6 -9 -2
right_child=1 4 -4 -5 7 -7 -8 9 -10 -11 -12
leaf_value=-4.1633736380353029e-05 0.0015329788590863868 -0.0035025804036796452 -0.00010465124953019853 -0.00055791490682109137 -0.00034261196104350529 0.00021252848945274035 0.0001528087198357529 -8.3682882488504218e-05 0.00092681794467734809 -0.0016966745913913721 0.00052982418889786038
leaf_weight=5630.739172577858 135.84865474700928 56.029360294342041 602.39076972007751 100.16375350952148 113.62421369552612 94.530758857727051 46.039424061775208 1825.6506888866425 289.53976011276245 51.647369861602783 613.79590594768524
leaf_count=2678 56 32 416 68 55 36 17 1013 106 25 278
internal_value=0 5.96623e-05 0.000285452 0.000561979 -7.27089e-05 -0.000860234 -0.00185377 -4.81607e-06 0.000569053 -0.000128059 0.000711613
internal_weight=0 3929.26 1452.2 849.808 2477.06 196.6 102.069 2280.46 403.164 1877.3 749.645
internal_count=4780 2102 818 402 1284 85 49 1199 161 1038 334
is_linear=0
shrinkage=0.06


Tree=1161
num_leaves=12
num_cat=0
split_feature=100 73 29 62 62 79 44 59 71 33 135
split_gain=0.00682039 0.0312178 0.0254916 0.0424636 0.0291853 0.0262599 0.0424225 0.023674 0.0178804 0.0166742 0.0279364
threshold=0.020035739988088611 0.0020292587578296666 0.0032328735105693345 0.00070876078098081063 0.0018488886416889729 0.00082683752407319855 0.001792412775103003 0.00080172589514404546 0.010829726699739696 0.011519505176693203 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 5 -4 -5 6 -2 -3 -9 -1 -11
right_child=1 7 3 4 -6 -7 -8 8 -10 10 -12
leaf_value=-4.8329939472484884e-05 0.00035867730960630761 0.00030881102262782825 0.0015321669567249787 -0.00088477092283856186 0.00046016504660391643 0.0002029220129575656 -0.0023326457483585986 -0.00040474335164225437 -0.0019112709295092858 0.000847496771421344 5.3504313451182519e-05
leaf_weight=7516.4547231197357 40.091940522193909 69.150282740592957 119.20711064338684 68.106620669364929 394.73953068256378 201.660609126091 44.473930954933167 61.637306094169617 52.533787488937378 199.75557827949524 792.18841195106506
leaf_count=3901 19 29 39 35 137 72 26 40 36 91 355
internal_value=0 0.000144154 0.000294365 0.000522344 0.000262261 -0.000169238 -0.00105671 -0.000567305 -0.00109795 -1.78168e-05 0.000213397
internal_weight=0 1051.6 868.28 582.053 462.846 286.226 84.5659 183.321 114.171 8508.4 991.944
internal_count=4780 433 328 211 172 117 45 105 76 4347 446
is_linear=0
shrinkage=0.06


Tree=1162
num_leaves=12
num_cat=0
split_feature=110 11 117 116 58 60 52 109 112 85 56
split_gain=0.00666101 0.031804 0.0317814 0.025852 0.0373969 0.0211062 0.0183067 0.0173245 0.0161417 0.0134278 0.0241577
threshold=0.024066280573606495 0.010180860292166473 0.0015833032084628942 0.0072436286136507997 0.0027679565828293566 0.0014881226234138014 0.0037758676335215573 0.01884530205279589 0.015923793427646164 0.0014427106943912806 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 6 -3 -4 8 -6 10 -1
right_child=1 5 3 -5 7 -7 -8 -9 -10 -11 -12
leaf_value=-2.0825574885336941e-05 -0.00074241812622442296 -0.0018116341381880926 0.00075232972403799746 -0.00065796870382364616 -0.0006877400045942326 0.0001768366057174393 0.0018699195387913261 0.00089162756585895115 0.00039637443550104046 0.0001091149606418561 -0.00041185052908629199
leaf_weight=5868.1417319774628 88.922813057899475 45.178055286407471 127.60650491714478 63.906923532485962 97.686793923377991 33.440332651138306 89.966475129127502 83.49716055393219 100.11365580558777 2331.7058643102646 629.83352112770081
leaf_count=2625 28 30 39 35 42 17 22 27 20 1508 387
internal_value=0 0.000174144 0.000311667 0.00047822 0.000623769 -0.000965838 0.00121445 0.000166897 -0.000139032 -1.44038e-05 -5.87267e-05
internal_weight=0 730.319 651.7 562.778 498.871 78.6184 217.573 281.298 197.8 8829.68 6497.98
internal_count=4780 260 213 185 150 47 61 89 62 4520 3012
is_linear=0
shrinkage=0.06


Tree=1163
num_leaves=12
num_cat=0
split_feature=28 50 65 54 92 82 71 150 5 143 117
split_gain=0.00648136 0.0223554 0.0438357 0.0596238 0.0270098 0.0272162 0.040037 0.027211 0.0260657 0.019424 0.0318018
threshold=0.00096484774257987748 0.00087947337306104611 0.0026012937305495147 0.0020292587578296666 0.0060143163427710542 0.00055427959887310873 0.004017772153019906 0.00068727668258361529 0.00096484774257987748 0.00057154725072905432 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 8 5 6 7 -2 -4 -1 -11
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=0.00024324347583946912 -0.00045407065046196879 0.00012341316298130657 -0.0011673596372114145 -0.0029828131140219689 -0.00085492964095234647 -0.00037274348908612639 0.0025550820806663982 0.0011298482242521912 0.0011302482023809722 -0.00082152526940697387 -5.1404959710814309e-05
leaf_weight=760.47081685066223 80.913054227828979 3171.6884380578995 44.134393215179443 46.586303949356079 103.84161961078644 143.22943580150604 35.005825757980347 75.462352871894836 29.762466549873352 201.00658249855042 4867.898542881012
leaf_count=312 66 1717 36 38 71 86 8 41 14 116 2275
internal_value=0 6.17555e-05 -0.000288122 -0.00130176 -9.58279e-06 0.000252758 0.000720883 0.000310284 -0.000241982 -3.95216e-05 -8.1944e-05
internal_weight=0 3730.62 558.935 120.483 438.452 334.611 191.381 156.375 73.8969 5829.38 5068.91
internal_count=4780 2077 360 88 272 201 115 107 50 2703 2391
is_linear=0
shrinkage=0.06


Tree=1164
num_leaves=12
num_cat=0
split_feature=116 82 147 26 68 62 58 15 118 122 98
split_gain=0.00703348 0.00884799 0.0099971 0.0103637 0.0078919 0.0334151 0.0365646 0.135334 0.0383528 0.0519506 0.052885
threshold=0.036783467978239066 0.00017767510871635753 0.0019071503775194289 0.00037263428384903824 0.0058306583669036635 0.0037758676335215573 0.044033329933881767 0.023343417793512348 0.0054799309000372895 0.00044738779251929378 0.02636832278221846
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 6 8 -8 9 10 -6
right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=3.3897596813828661e-05 0.0010997069572678216 -0.00069001832356930734 0.00084229079534430863 0.00068603492695780758 -0.000533798886934713 0.00049286202166033818 -0.004108669375060308 0.00014734379952784367 0.0004499189431490009 0.00022847357096714203 0.00028684398608053169
leaf_weight=6026.2510228157043 44.99576199054718 60.411350727081299 46.586303949356079 29.240635514259338 1388.2921603918076 329.44940733909607 38.526447415351868 89.105106353759766 394.7896283864975 757.36487948894501 354.9871279001236
leaf_count=3052 23 39 38 17 783 118 28 35 185 354 108
internal_value=0 0.00037022 0.000129291 -0.000241209 -7.15409e-06 -8.09458e-05 -0.000143479 -0.00113736 -9.96679e-05 -0.000186434 -0.00036669
internal_weight=0 181.234 136.238 89.652 9378.77 3352.51 3023.07 127.632 2895.43 2500.64 1743.28
internal_count=4780 117 94 56 4663 1611 1493 63 1430 1245 891
is_linear=0
shrinkage=0.06


Tree=1165
num_leaves=12
num_cat=0
split_feature=93 71 27 101 114 101 29 145 4 131 92
split_gain=0.00726432 0.0327274 0.0412012 0.0683862 0.060114 0.0436329 0.038505 0.0369781 0.0407582 0.0219336 0.0219284
threshold=0.000490355829242617 0.045367386192083366 0.00017767510871635753 0.0014881226234138014 0.00017767510871635753 0.000490355829242617 0.007706565549597145 0.0026833302108570938 0.0010585968848317864 0.00070876078098081063 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 5 4 6 -3 -4 8 -5 -6 -1
right_child=-2 2 3 7 9 -7 -8 -9 -10 -11 -12
leaf_value=-8.1978182252879746e-05 -3.4789965183056344e-05 0.0019926644640241445 -0.0032566142615139274 0.0011936579425072048 0.00088323604864088225 6.8761612721756241e-05 -0.00042965586129368414 0.0018164837609685536 -0.0016153902538030012 -0.00078223128621364272 0.00048332134490375225
leaf_weight=2117.917897105217 6627.5939356088638 109.3994677066803 40.274233818054199 44.99576199054718 67.220203042030334 69.332576036453247 30.466590881347656 92.078848123550415 31.692546248435974 49.377752423286438 279.65001928806305
leaf_count=1385 2967 31 26 23 24 36 18 34 19 30 187
internal_value=0 7.86296e-05 0.000503023 0.000129939 -0.00065924 0.00124636 -0.0020391 0.00100596 3.27784e-05 0.000177932 -1.60422e-05
internal_weight=0 2932.41 534.838 356.106 187.339 178.732 70.7408 168.767 76.6883 116.598 2397.57
internal_count=4780 1813 241 174 98 67 44 76 42 54 1572
is_linear=0
shrinkage=0.06


Tree=1166
num_leaves=12
num_cat=0
split_feature=99 52 71 47 95 87 82 39 93 141 117
split_gain=0.00698755 0.0399515 0.0416699 0.0489131 0.0490733 0.0673401 0.0267263 0.0384593 0.0371475 0.0271298 0.0189057
threshold=0.023343417793512348 0.020658296532928947 0.025578102096915249 0.0027679565828293566 0.0036604277556762104 0.0010263677686452868 0.0038949446752667431 0.00017767510871635753 0.00082683752407319855 0.0030382014811038975 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 -5 7 -4 -8 -9 -2
right_child=1 -3 6 4 -6 -7 8 9 -10 -11 -12
leaf_value=1.677938647714779e-05 -0.00074336552412147643 -0.0016746100247888118 0.0014042276582484905 -0.0039796519791894056 -0.00043091891975908175 -0.00021330320946050837 0.00066869400948187704 -0.0010344269498051113 -0.0013844453243055477 0.00058253179405591744 0.00040752686213909906
leaf_weight=8635.9551205635071 72.488611102104187 58.481271028518677 138.27551662921906 42.204313516616821 110.12864089012146 28.718804478645325 62.498674869537354 55.325235962867737 64.428754568099976 115.00741350650787 176.48747515678406
leaf_count=4338 42 34 34 31 59 20 27 28 32 39 96
internal_value=0 -0.000156817 -5.42683e-05 -0.000473232 -0.00122363 -0.00245455 0.000359397 0.000660825 -0.000373486 5.73323e-05 7.24481e-05
internal_weight=0 924.045 865.563 430.028 181.052 70.9231 435.536 308.608 126.927 170.333 248.976
internal_count=4780 442 408 248 110 51 160 101 59 67 138
is_linear=0
shrinkage=0.06


Tree=1167
num_leaves=12
num_cat=0
split_feature=135 103 61 107 11 32 104 69 51 109 146
split_gain=0.00638307 0.0264841 0.0278894 0.0557806 0.0269339 0.0348522 0.0256373 0.029979 0.0289159 0.0258538 0.040013
threshold=0.0044099434744566688 0.00087947337306104611 0.0016846025246195497 0.0092791137285530585 0.011880517937242987 0.00062670491752214741 0.0015833032084628942 0.00073092587990686308 0.00043393640953581786 0.013032016810029747 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 8 -8 -2 10 -9
right_child=1 2 -4 -5 5 -7 7 9 -10 -11 -12
leaf_value=-2.3476656121471295e-05 0.002158914814788845 -0.00019957230197478816 0.0003210084574264896 -0.0022250818996247261 -0.0020608430192615599 0.00013274474781185122 -0.00043294186095412651 0.0015292061085411988 0.00058202738588324933 1.7175078573841448e-06 -2.1998759147165623e-05
leaf_weight=7776.8039454221725 57.412560105323792 471.08830118179321 292.35625743865967 54.621111631393433 36.596367716789246 90.695648312568665 170.5149427652359 150.01323926448822 154.57752299308777 205.70306181907654 99.616873621940613
leaf_count=4038 16 189 122 24 23 50 74 47 61 89 47
internal_value=0 0.000102385 -0.00014877 -0.000410022 0.000315271 -0.00049791 0.000438816 0.000245651 0.00100909 0.000499773 0.000910186
internal_weight=0 1783.2 818.066 525.709 965.13 127.292 837.838 625.848 211.99 455.333 249.63
internal_count=4780 742 335 213 407 73 334 257 77 183 94
is_linear=0
shrinkage=0.06


Tree=1168
num_leaves=12
num_cat=0
split_feature=14 46 77 40 82 100 79 95 128 84 74
split_gain=0.00675688 0.0258942 0.0282968 0.0277286 0.0317452 0.0273591 0.0378297 0.0244995 0.0462945 0.0292956 0.0224441
threshold=0.0045489775948226461 0.00064626874518580746 0.02636832278221846 0.0014427106943912806 0.00047558375808876013 0.0011980500421486797 0.0038949446752667431 0.00057154725072905432 0.004017772153019906 0.0011261500185355546 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 10 5 -5 6 -2 9 -9 -4 -3
right_child=1 2 7 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-2.3462899120757326e-05 -0.0012964194762353414 0.00034085056656752658 -0.00057574153434512192 0.0021650356790617838 0.00039077013897454175 0.00088389779476516289 0.0011184279322942526 -0.0028061510527353523 -0.00033688409499681301 0.0014821046780660067 -0.00020833746906872983
leaf_weight=7859.5287864208221 73.896859765052795 662.65182733535767 89.651986241340637 66.698372006416321 79.662050008773804 89.80923068523407 34.14445698261261 42.204313516616821 77.574725866317749 34.483994722366333 449.69322872161865
leaf_count=3828 50 311 56 27 41 39 21 31 53 11 312
internal_value=0 0.000108445 -9.50817e-06 0.000573203 0.00119933 0.000110027 -0.000533252 -0.000594768 -0.00120693 -4.08812e-06 0.000118828
internal_weight=0 1700.47 1356.26 344.211 146.36 197.851 108.041 243.915 119.779 124.136 1112.35
internal_count=4780 952 774 178 68 110 71 151 84 67 623
is_linear=0
shrinkage=0.06


Tree=1169
num_leaves=12
num_cat=0
split_feature=63 30 95 95 114 51 135 103 51 39 95
split_gain=0.00676864 0.0175134 0.019577 0.0238346 0.0114751 0.0170366 0.00851584 0.0273388 0.0285958 0.0245085 0.0423239
threshold=0.014740333426743748 0.00075379351619631063 0.0031340263085439806 0.00077738583786413084 0.0021592099219560628 0.0034400182776153092 0.0037758676335215573 0.00037263428384903824 0.0092791137285530585 0.0021592099219560628 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -6 -1 8 -8 -9 -11
right_child=1 4 -4 -5 5 -7 7 9 -10 10 -12
leaf_value=-3.8788904117118773e-05 0.00066865913046785662 -0.00089844723001970351 0.0014571808669836537 -0.0010707031456049644 -0.00071926365215703295 0.0012265804706234442 0.00053133770980525309 0.00017594121163918238 -0.00047336472452941746 -0.0017685387417126345 -0.00017572445033572361
leaf_weight=7345.914731502533 107.49443686008453 59.889519691467285 65.654709935188293 38.526447415351868 32.396670579910278 32.396670579910278 659.44569456577301 586.74974131584167 120.64040815830231 69.514869332313538 441.37593233585358
leaf_count=3803 50 42 33 28 23 23 257 184 71 43 223
internal_value=0 0.000264377 0.000596656 0.000209742 -0.000299738 0.000253658 -9.64102e-06 0.000104389 0.00037596 -8.86145e-05 -0.000392452
internal_weight=0 336.358 211.676 146.021 124.683 64.7933 9223.64 1877.73 780.086 1097.64 510.891
internal_count=4780 199 111 78 88 46 4581 778 328 450 266
is_linear=0
shrinkage=0.06


Tree=1170
num_leaves=12
num_cat=0
split_feature=116 144 69 99 9 23 71 1 19 33 95
split_gain=0.00630328 0.00806271 0.0103948 0.00699298 0.0216663 0.0447665 0.0386877 0.0423853 0.048109 0.113573 0.0607185
threshold=0.036783467978239066 0.0017376682371832433 0.0026012937305495147 0.0035485138650983576 0.00062670491752214741 0.045367386192083366 0.0033348383149132137 0.00039601318712811922 0.00060774214216507982 0.00042089859198313212 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -5 -8 9 -9 -10
right_child=1 -3 -4 4 -6 -7 7 8 10 -11 -12
leaf_value=-4.379971223326525e-05 0.00051796009721294964 0.0012968376595287193 -0.00054163194327404101 -0.00044451168361144162 -0.00010685578712759844 0.0014742268241732903 0.00087589010826534541 0.00044232882422652413 0.00064009085599975378 -0.0034933442953585638 -0.00038184975696900698
leaf_weight=6207.9568083286285 104.88528168201447 27.492849111557007 48.855921387672424 331.11509585380554 1434.281486749649 95.052589893341064 324.72787916660309 67.742034077644348 527.7967369556427 43.247975587844849 346.84517347812653
leaf_count=3118 65 19 33 205 752 33 121 21 201 25 187
internal_value=0 0.000350476 0.000181243 -6.77256e-06 6.57209e-05 0.00020826 0.000134952 0.000281377 8.55079e-05 -0.00109123 0.000234833
internal_weight=0 181.234 153.741 9378.77 3170.81 1736.53 1641.47 1310.36 985.632 110.99 874.642
internal_count=4780 117 98 4663 1545 793 760 555 434 46 388
is_linear=0
shrinkage=0.06


Tree=1171
num_leaves=12
num_cat=0
split_feature=125 46 109 0 72 109 124 51 79 8 23
split_gain=0.00631986 0.0304262 0.0394768 0.0336988 0.0455889 0.0515044 0.0425992 0.0499671 0.0252467 0.056235 0.0495348
threshold=0.0056525857653468856 0.0081988852471113222 0.016668972559273246 0.00017767510871635753 0.0033348383149132137 0.00747153488919139 0.002945306478068233 0.0068083447404205808 0.00068727668258361529 0.004017772153019906 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 -3 5 6 7 -5 9 10 -2
right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-2.7904423043489409e-05 0.00052970984283232862 0.0011934734142570143 0.00091307834744998794 -0.0039606590989964933 -0.00013251663516978859 -0.00014361481010426652 -0.00026565934142593224 -0.0010359938329377451 0.00012033995883760027 -0.00038479072528418057 0.0025241100336137767
leaf_weight=7203.2140780687332 106.60801923274994 44.109344363212585 93.669390082359314 50.786001086235046 379.78872394561768 89.99152398109436 34.848581314086914 35.892243385314941 1341.1339277029037 102.59061539173126 77.367383718490601
leaf_count=3553 39 12 49 38 231 46 25 19 700 46 22
internal_value=0 8.52863e-05 -0.00023683 -0.000406343 -0.000525684 -0.00123163 -0.00203731 -0.0027496 0.00022957 0.000740769 0.00136842
internal_weight=0 2356.79 729.086 635.416 591.307 211.518 121.527 86.6782 1627.7 286.566 183.975
internal_count=4780 1227 420 371 359 128 82 57 807 107 61
is_linear=0
shrinkage=0.06


Tree=1172
num_leaves=12
num_cat=0
split_feature=103 146 80 112 93 150 100 110 43 63 68
split_gain=0.00732916 0.0280351 0.0280007 0.0313096 0.0106579 0.0319965 0.048935 0.0323452 0.0566405 0.0560141 0.0382016
threshold=0.016164712607860569 0.0012745757703669371 0.0022272822679951791 0.010829726699739696 0.0023699469165876512 0.0011615398107096555 0.00044738779251929378 0.00017767510871635753 0.00055427959887310873 0.00062670491752214741 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 7 -7 8 -6 -9 -11
right_child=1 2 -4 -5 5 6 -8 9 -10 10 -12
leaf_value=4.7850452567110663e-05 0.001391509826980687 -0.0011978268694767813 0.00075173746358566111 0.00057545630062511488 -0.0019751302367513172 0.0011129234517978706 -4.6588633880484379e-05 0.00036287736242846197 0.00014815215191865539 -0.00046224187391770427 -0.0021707825440237878
leaf_weight=5130.2822351455688 65.290123343467712 94.008927822113037 105.19977056980133 57.934391140937805 111.01505851745605 136.71002352237701 3153.9169391393661 309.80907261371613 76.323721647262573 262.0719598531723 57.437608957290649
leaf_count=3020 19 39 31 13 70 43 1288 78 28 111 40
internal_value=0 0.000281195 -7.19835e-07 -0.000521693 -9.815e-06 -8.18431e-05 1.58362e-06 -0.000418002 -0.00111008 -0.000211979 -0.000769383
internal_weight=0 322.433 257.143 151.943 9237.57 4107.28 3290.63 816.657 187.339 629.319 319.51
internal_count=4780 102 83 52 4678 1658 1331 327 98 229 151
is_linear=0
shrinkage=0.06


Tree=1173
num_leaves=12
num_cat=0
split_feature=51 72 31 93 117 1 135 83 40 99 99
split_gain=0.00646107 0.0169164 0.0284708 0.0316548 0.0345451 0.0223376 0.0234138 0.0172743 0.0153111 0.0141299 0.0352033
threshold=0.013032016810029747 0.0012357163941487672 0.0010918468469753864 0.00068727668258361529 0.016668972559273246 0.0063990866765379914 0.0010918468469753864 0.016164712607860569 0.0066005610860884198 0.023343417793512348 0.013439828064292671
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 7 -5 -3 8 -2 -7 10 -1
right_child=1 5 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-2.4789425520791169e-05 -0.00084547243046309193 0.00045880919654219649 0.00062148354605750025 -0.0027828262564065401 -0.00033966925769705842 -0.00071479640978227134 -0.0012050361718138241 0.00075939511348112473 0.00080521713310257128 -0.00025548360577551496 0.00051055644584136644
leaf_weight=7247.5558134317398 43.952099919319153 594.41301107406616 87.357319951057434 41.500189185142517 41.83972692489624 37.822323083877563 66.019296526908875 53.577449560165405 64.611047863960266 810.4204980134964 470.93105673789978
leaf_count=3620 29 317 37 27 17 24 47 30 39 387 206
internal_value=0 0.000141864 -0.00026799 -0.000697593 -0.00155627 0.000285971 -0.000323919 3.61548e-05 0.00024397 -1.71505e-05 7.87384e-06
internal_weight=0 1031.09 268.227 180.869 83.3399 762.866 168.453 97.5295 102.433 8528.91 7718.49
internal_count=4780 567 140 103 44 427 110 59 63 4213 3826
is_linear=0
shrinkage=0.06


Tree=1174
num_leaves=12
num_cat=0
split_feature=81 149 149 9 67 142 59 47 20 149 19
split_gain=0.00658265 0.0171812 0.0233109 0.0234263 0.0134755 0.0244216 0.0154625 0.0127846 0.00946545 0.0219525 0.0327625
threshold=0.027182282879948619 0.0019071503775194289 0.0035485138650983576 0.0010263677686452868 0.0011615398107096555 0.00244467705488205 0.0016846025246195497 0.0032328735105693345 0.00070876078098081063 0.010180860292166473 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 -3 -4 5 -2 -6 -7 -1 -10 -11
right_child=1 2 3 -5 6 7 -8 -9 9 10 -12
leaf_value=-6.2814689788656572e-05 -0.0020571709864674096 0.0015069601008278653 -0.00083295598653794869 0.00082169160179565415 0.00085327384785471839 0.00055311625437058773 -0.00050899118065034839 -0.00093804505709427298 0.00014388400431796238 -0.00066756656762704679 7.0458508116984166e-05
leaf_weight=5301.4219608306885 29.944759845733643 71.419900178909302 51.647369861602783 76.323721647262573 75.98418390750885 49.899583458900452 49.560045719146729 35.370412349700928 2868.3486800193787 333.85644662380219 616.22276782989502
leaf_count=2519 21 24 25 28 38 27 37 22 1634 149 256
internal_value=0 0.000226629 0.000638552 0.000153899 -0.000114515 -0.000583087 0.000315504 -6.54248e-05 -1.09378e-05 6.1087e-05 -0.000188882
internal_weight=0 440.15 199.391 127.971 240.759 115.215 125.544 85.27 9119.85 3818.43 950.079
internal_count=4780 222 77 53 145 70 75 49 4558 2039 405
is_linear=0
shrinkage=0.06


Tree=1175
num_leaves=12
num_cat=0
split_feature=73 29 83 40 52 106 68 1 39 114 47
split_gain=0.00643433 0.017059 0.0325819 0.0208843 0.0595506 0.017993 0.0173216 0.0162845 0.0233074 0.0181481 0.0163921
threshold=0.007706565549597145 0.011519505176693203 0.013032016810029747 0.00017767510871635753 0.0022975050378590827 0.016668972559273246 0.015675474889576439 0.0018488886416889729 0.02129978779703379 0.0011261500185355546 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -4 -2 8 10 -9 -5
right_child=1 2 5 7 -6 -7 -8 9 -10 -11 -12
leaf_value=-2.3648115449084637e-05 -0.00064362621045617777 0.001350297279604709 -0.00062424447984699637 -8.4680947007518366e-05 0.0023221516335045953 0.00095564049475214225 0.0010015232137177213 0.0012929344872514459 0.0011611937412422395 8.711133695325245e-05 -0.00067833192043496989
leaf_weight=7767.2745963335037 74.079153060913086 106.79031252861023 78.096556901931763 433.93810224533081 53.212862968444824 38.865985155105591 33.440332651138306 48.491334795951843 40.796064853668213 612.35565710067749 272.65887367725372
leaf_count=3626 57 46 50 306 16 18 17 19 23 407 195
internal_value=0 0.000102459 0.00059257 3.25641e-05 0.000680512 -9.92577e-05 -0.000131958 -4.13908e-05 -0.000233247 0.000175592 -0.000313757
internal_weight=0 1792.73 223.753 1568.97 160.732 116.963 107.519 1408.24 747.393 660.847 706.597
internal_count=4780 1154 114 1040 90 68 74 950 524 426 501
is_linear=0
shrinkage=0.06


Tree=1176
num_leaves=12
num_cat=0
split_feature=31 71 92 66 93 95 150 69 54 102 22
split_gain=0.00661052 0.0262206 0.0188112 0.0229043 0.0260029 0.0242941 0.0250523 0.0253628 0.0203898 0.0210326 0.0287124
threshold=0.0019672545604407792 0.10522961243987085 0.0072436286136507997 0.0012745757703669371 0.0020292587578296666 0.0021592099219560628 0.0046923852059990176 0.00747153488919139 0.0005893622583243997 0.00052132029668428015 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 6 7 -6 -2 10 -10
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-2.5785307110333168e-05 -0.00050428335003691743 0.0009100180167819033 -0.00010914143833731838 0.00053149162152439449 -0.0023829451248005809 -0.0019874333565614959 0.00079791549772546236 -4.6427522905126318e-05 0.0014191851760027457 0.00015469057329825476 -0.00039153267331780222
leaf_weight=7544.822843670845 141.663942694664 133.21445071697235 350.5731372833252 116.44071102142334 31.874839544296265 59.889519691467285 36.414074420928955 35.188119053840637 111.51184070110321 954.45425355434418 43.952099919319153
leaf_count=3585 95 47 238 71 26 42 16 15 43 573 29
internal_value=0 9.65402e-05 3.89583e-05 -0.000228331 -0.00040048 -0.00102567 -0.000469035 -0.00115697 0.000173583 0.000260102 0.000907267
internal_weight=0 2015.18 1881.96 630.38 513.94 163.367 103.477 67.063 1251.58 1109.92 155.464
internal_count=4780 1195 1148 408 337 99 57 41 740 645 72
is_linear=0
shrinkage=0.06


Tree=1177
num_leaves=12
num_cat=0
split_feature=128 36 72 95 103 51 67 78 150 99 113
split_gain=0.00610337 0.0271074 0.0388893 0.04917 0.0382554 0.0493338 0.0622089 0.0476591 0.0547309 0.0309155 0.0365919
threshold=0.00093549740267917525 0.00047558375808876013 0.00064626874518580746 0.0027679565828293566 0.00060774214216507982 0.00043393640953581786 0.0010585968848317864 0.0019071503775194289 0.0041444667149335155 0.00060774214216507982 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 -6 -9 10 -7
right_child=-2 2 4 -5 7 9 -8 8 -10 -11 -12
leaf_value=2.5916606100019519e-05 5.4243422794212992e-05 -0.002331648012889799 -0.003115720963968502 4.4451836275537919e-05 0.0013063660593381024 1.068603988856197e-05 0.00026176639933826761 0.00078594443434894419 -0.0014410026755136925 -8.0819150289471677e-05 -0.0027945376147171437
leaf_weight=4271.7697455883026 4192.6017212867737 71.784486770629883 50.264170050621033 55.66477370262146 121.47672808170319 32.214377284049988 32.214377284049988 83.67945384979248 75.644646167755127 537.83677089214325 34.848581314086914
leaf_count=1823 2423 38 41 18 34 16 16 34 48 264 25
internal_value=0 -4.23708e-05 -0.000308618 -0.00129386 -0.000178923 -0.00041998 -0.00179655 0.000411168 -0.000271376 -0.000232285 -0.00144702
internal_weight=0 5367.4 1095.63 127.449 968.179 687.378 82.4785 280.801 159.324 604.9 67.063
internal_count=4780 2357 534 56 478 362 57 116 82 305 41
is_linear=0
shrinkage=0.06


Tree=1178
num_leaves=12
num_cat=0
split_feature=103 8 0 127 80 80 133 56 19 71 102
split_gain=0.00659006 0.0325233 0.0199521 0.0117295 0.0308456 0.0597697 0.0619975 0.0722573 0.0464545 0.0420347 0.0596382
threshold=0.016164712607860569 0.0048403022810816774 0.00087947337306104611 0.00017767510871635753 0.00090704852482303988 0.0019672545604407792 0.0037758676335215573 0.00044738779251929378 0.0019672545604407792 0.10522961243987085 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 8 6 -6 -8 -5 10 -10
right_child=1 -3 -4 4 5 -7 7 -9 9 -11 -12
leaf_value=-7.1943034018022325e-05 0.0012267726005134832 -0.00077625249411166256 0.00012925782257004184 -4.345684690054857e-05 0.00013474790207799054 0.00010223525442665657 -0.0016703041627018796 3.183356699059978e-05 0.0010690951887409358 0.0019913681466286531 -0.00023290255367989913
leaf_weight=4971.0541356801987 106.94755697250366 80.705712080001831 134.77994382381439 620.83714926242828 282.2090767621994 2385.6117054224014 241.12357187271118 143.04714250564575 290.60847103595734 78.593339085578918 224.48202776908875
leaf_count=2527 29 35 38 318 124 1182 159 79 124 23 142
internal_value=0 0.00026664 0.000614832 -9.30696e-06 6.36724e-05 -3.80982e-05 -0.000540486 -0.00103651 0.000319413 0.00069888 0.00050167
internal_weight=0 322.433 241.728 9237.57 4266.51 3051.99 666.38 384.171 1214.52 593.684 515.09
internal_count=4780 102 67 4678 2151 1544 362 238 607 289 266
is_linear=0
shrinkage=0.06


Tree=1179
num_leaves=12
num_cat=0
split_feature=81 63 67 18 24 53 1 133 117 145 39
split_gain=0.00627441 0.0184738 0.022033 0.0164573 0.0138813 0.0196747 0.00840298 0.0332642 0.0519 0.0504223 0.0416094
threshold=0.027182282879948619 0.0013146653072908523 0.00040826165059115743 0.0021592099219560628 0.0049928687512874612 0.0014881226234138014 0.00039601318712811922 0.0022272822679951791 0.034632634371519096 0.0012745757703669371 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 -4 -6 7 -1 10 -10 -9
right_child=1 2 3 -5 5 -7 -8 8 9 -11 -12
leaf_value=-0.00013030349748792378 -0.0006913923576720854 0.001252313654330242 0.00036720579411112967 0.00081957047818188443 0.00011569328765968074 -0.0015248253778514097 -5.3424531173584022e-05 0.00062015910887550357 0.00027965519682713442 -0.0020625851530127032 -1.3844998716901573e-05
leaf_weight=1578.4794380664825 67.584789633750916 82.453498482704163 94.895345449447632 89.105106353759766 57.777146697044373 48.334090352058411 5880.5126272439957 884.55670011043549 66.51607871055603 65.837003231048584 643.94800794124603
leaf_count=760 38 33 50 35 30 36 3077 331 20 40 330
internal_value=0 0.00022126 0.000386818 0.000140833 -0.000160047 -0.000631569 -1.06786e-05 6.69199e-05 0.000254361 -0.000885456 0.000353058
internal_weight=0 440.15 372.565 290.112 201.007 106.111 9119.85 3239.34 1660.86 132.353 1528.5
internal_count=4780 222 184 151 116 66 4558 1481 721 60 661
is_linear=0
shrinkage=0.06


Tree=1180
num_leaves=12
num_cat=0
split_feature=60 112 47 1 137 29 140 115 93 120 99
split_gain=0.00623129 0.0302 0.0190531 0.0238191 0.00802469 0.0208944 0.0285077 0.0423468 0.0784992 0.0721133 0.0231918
threshold=0.037906534969806678 0.00017767510871635753 0.00073092587990686308 0.00070876078098081063 0.0010263677686452868 0.034632634371519096 0.01884530205279589 0.0011980500421486797 0.000490355829242617 0.00055427959887310873 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 6 -6 8 -8 -10 -9
right_child=1 -3 3 -5 5 -7 7 10 9 -11 -12
leaf_value=-3.5286323850576592e-05 -0.00038470020400130096 -0.00086765240021500557 0.0019090174439390924 0.00033230893591027638 0.00015550835295205636 0.0006648440867031716 0.00054967126179110784 0.00055885702570861347 -0.0037469355452566977 -0.00024395995937378229 -0.0010739208094287002
leaf_weight=7497.8149040937424 45.882179617881775 60.411350727081299 61.455012798309326 78.618387937545776 1291.9885662794113 212.17237639427185 54.281573891639709 127.63155376911163 53.055618524551392 35.188119053840637 41.500189185142517
leaf_count=3646 34 39 33 47 725 84 34 63 33 15 27
internal_value=0 0.000297838 0.00067647 0.00102407 -7.87849e-06 0.000105293 3.12609e-05 -0.000483813 -0.0012457 -0.00235009 0.000158219
internal_weight=0 246.367 185.956 140.073 9313.63 1815.82 1603.65 311.657 142.525 88.2437 169.132
internal_count=4780 153 114 80 4627 981 897 172 82 48 90
is_linear=0
shrinkage=0.06


Tree=1181
num_leaves=12
num_cat=0
split_feature=89 89 110 84 94 75 52 54 83 61 115
split_gain=0.00664184 0.019616 0.0443681 0.0337015 0.0278165 0.0281373 0.0258403 0.0240476 0.0199543 0.0254265 0.0238906
threshold=0.00062670491752214741 0.00096484774257987748 0.00057154725072905432 0.0015349716995842757 0.0019672545604407792 0.0036604277556762104 0.0079489401541650313 0.0031340263085439806 0.0081988852471113222 0.0034400182776153092 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 7 -6 -2 -4 -3 10 -10
right_child=1 8 3 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-2.7348090379034134e-05 -0.00071151058775028252 0.00015784947260166619 0.0027290850891654715 -0.00043645081811367518 0.0011412297932522129 -0.00077230559641675316 0.00094144962113064086 0.0010039521064086174 -0.0012213913973937521 9.2688298262798524e-05 -0.00017219407886257944
leaf_weight=7359.3139477968216 139.91615629196167 1049.0601589679718 56.890729069709778 57.959439992904663 93.826634526252747 39.230571746826172 44.99576199054718 59.524933099746704 144.29814672470093 344.60060489177704 170.38274717330933
leaf_count=3396 97 681 19 37 32 32 23 28 104 216 115
internal_value=0 9.14547e-05 0.000425135 0.000866868 0.00116966 0.000577043 -0.000309286 0.001847 -4.71181e-06 -0.000263382 -0.000653308
internal_weight=0 2200.69 492.344 307.432 249.473 133.057 184.912 116.416 1708.34 659.281 314.681
internal_count=4780 1384 268 148 111 64 120 47 1116 435 219
is_linear=0
shrinkage=0.06


Tree=1182
num_leaves=12
num_cat=0
split_feature=18 29 51 20 93 10 150 1 77 121 62
split_gain=0.00621647 0.0164308 0.0181171 0.0212938 0.0165612 0.0126998 0.0125404 0.0149027 0.0120736 0.0119865 0.0115352
threshold=0.0081988852471113222 0.007706565549597145 0.0022975050378590827 0.0019071503775194289 0.0058306583669036635 0.012252715881913902 0.0041444667149335155 0.00062670491752214741 0.0054799309000372895 0.0025217677466571335 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 7 -2 9 -3 -5
right_child=1 8 3 10 -6 -7 -8 -9 -10 -11 -12
leaf_value=-1.3352502205270132e-05 -0.00033158652804672378 0.0011806149270221259 -0.00054620789143333529 -0.00013900541515726237 -0.0021717739127896816 0.0013602802733093263 -0.00068306888063119438 0.00087592086750335483 -0.00033582844993751713 0.00015546233751134812 0.0014062988301203508
leaf_weight=8883.4227627515793 59.889519691467285 114.85016906261444 105.24986827373505 56.915777921676636 28.718804478645325 36.414074420928955 49.899583458900452 95.417176485061646 40.274233818054199 63.906923532485962 25.040938377380371
leaf_count=4372 42 56 79 43 20 16 27 47 26 35 17
internal_value=0 0.000175318 -2.926e-05 -0.000428646 -0.00089468 0.000327654 0.000144413 0.000410281 0.00060267 0.000814116 0.000333145
internal_weight=0 676.577 457.546 215.925 133.969 241.62 205.206 155.307 219.031 178.757 81.9567
internal_count=4780 408 291 159 99 132 116 89 117 91 60
is_linear=0
shrinkage=0.06


Tree=1183
num_leaves=12
num_cat=0
split_feature=51 91 102 10 115 53 112 118 115 28 91
split_gain=0.00623831 0.0160613 0.0453041 0.0228811 0.0185719 0.0184575 0.0239001 0.0289108 0.0313711 0.0189534 0.0171274
threshold=0.013032016810029747 0.00099512818269431613 0.0019071503775194289 0.00050559637020342063 0.0014427106943912806 0.0028552538715302949 0.00040826165059115743 0.00085274505545385193 0.0063990866765379914 0.0012357163941487672 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -3 10 -8 9 -9 -7
right_child=1 5 -4 4 -6 6 7 8 -10 -11 -12
leaf_value=-1.6852251139800264e-05 0.00016256348723252641 -0.0001522071098750449 0.00042332483680482816 -0.0022394646834783048 -0.00069715975654918716 0.0011892758185681361 0.00088126192352107975 -0.0021673756937873553 0.00090390684024380531 -0.00040407966359503852 -0.00020490353122344808
leaf_weight=8528.907368183136 48.491334795951843 210.47468769550323 198.8942095041275 51.30783212184906 62.15913712978363 191.87801504135132 96.982669591903687 36.074536681175232 40.796064853668213 56.029360294342041 38.004616379737854
leaf_count=4213 19 134 104 35 37 88 38 26 23 32 31
internal_value=0 0.000139397 -0.000183336 -0.00092835 -0.00139456 0.000313154 0.000526191 9.35937e-05 -0.000481201 -0.00109471 0.000958788
internal_weight=0 1031.09 360.853 161.958 113.467 670.24 459.765 229.883 132.9 92.1039 229.883
internal_count=4780 567 195 91 72 372 238 119 81 58 119
is_linear=0
shrinkage=0.06


Tree=1184
num_leaves=12
num_cat=0
split_feature=70 20 56 146 42 20 88 109 51 43 106
split_gain=0.00612593 0.026608 0.0348608 0.0378925 0.0197721 0.03989 0.0466334 0.0479122 0.0458735 0.0500252 0.0403216
threshold=0.00046126570669002836 0.0070226341485977182 0.0010585968848317864 0.0018488886416889729 0.022641776129603389 0.00090704852482303988 0.00093549740267917525 0.011519505176693203 0.0058306583669036635 0.00039601318712811922 0.044033329933881767
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 10 7 8 9 -7 -1
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-2.3537048133639268e-05 -3.690119515601482e-05 -0.00023610510984481333 0.00095665712172038992 -0.0025961448470742604 0.00047426781370103115 0.0026782477934052906 -0.00018444011810896045 -0.0005893602233477674 4.1809863224117e-06 0.00069820893922147519 -0.0016417958396678157
leaf_weight=2412.425479054451 6011.4894607067108 52.533787488937378 31.510252952575684 45.882179617881775 431.36094725131989 105.72160160541534 205.23132848739624 57.255315661430359 68.628451704978943 81.227543115615845 56.733484625816345
leaf_count=1221 2992 36 12 34 184 28 140 33 32 32 36
internal_value=0 6.25139e-05 -0.000780256 -0.00133637 9.45441e-05 3.97112e-05 0.000518377 0.000979454 0.0013309 0.00181794 -6.07195e-05
internal_weight=0 3548.51 129.926 98.416 3418.58 2987.22 518.064 312.833 255.578 186.949 2469.16
internal_count=4780 1788 82 70 1706 1522 265 125 92 60 1257
is_linear=0
shrinkage=0.06


Tree=1185
num_leaves=12
num_cat=0
split_feature=110 94 36 37 80 29 58 102 25 23 31
split_gain=0.00628002 0.0288524 0.0282659 0.0328831 0.0239644 0.0439033 0.0167595 0.0201053 0.019369 0.0128701 0.0112378
threshold=0.024066280573606495 0.0054799309000372895 0.0005375427135732026 0.00066645268816500913 0.015200819820165636 0.04673989117145539 0.0031340263085439806 0.00062670491752214741 0.00042089859198313212 0.015675474889576439 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 -4 6 -6 7 -2 -8 -3 -1
right_child=1 9 3 -5 5 -7 8 -9 -10 -11 -12
leaf_value=-4.9869881816734697e-05 9.9849411439045281e-05 0.00039765745487016182 -0.0020942653011079642 7.6443161172515262e-05 -0.002205612270546259 0.00046925683030069163 -0.00086020918380560823 0.00124270968222065 0.00049755334572083095 0.0014665699496750504 0.0001136985743978148
leaf_weight=6892.6006857156754 104.49564623832703 92.078848123550415 47.447672724723816 53.395156264305115 39.752402782440186 49.717290163040161 68.446158409118652 117.98115527629852 84.540822625160217 72.463562250137329 1937.0804316997528
leaf_count=3375 27 34 25 23 29 20 25 38 21 18 1145
internal_value=0 0.00016909 -3.42871e-05 -0.000944899 0.000163222 -0.000719218 0.0003735 0.000705917 -0.000109908 0.000868401 -1.39858e-05
internal_weight=0 730.319 565.776 100.843 464.933 89.4697 375.464 222.477 152.987 164.542 8829.68
internal_count=4780 260 208 48 160 49 111 65 46 52 4520
is_linear=0
shrinkage=0.06


Tree=1186
num_leaves=12
num_cat=0
split_feature=145 63 37 34 146 98 125 124 108 83 11
split_gain=0.00653412 0.023713 0.034025 0.0287605 0.0312991 0.0359175 0.0439786 0.0556555 0.0243555 0.0237189 0.043957
threshold=0.00044738779251929378 0.0021592099219560628 0.00087947337306104611 0.0079489401541650313 0.0032328735105693345 0.049604203552007682 0.0041444667149335155 0.00087947337306104611 0.0060143163427710542 0.02636832278221846 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -3 6 7 -6 -4 10 -1
right_child=-2 2 8 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=1.2208797058636246e-05 -2.2250745371591884e-05 0.00020381567680116254 0.00068875424102634079 1.2184415109408213e-05 -0.0051876813430800795 -8.4336415960995032e-06 -0.00070838662522200175 -0.0013009082755932398 -0.00062749907367335214 -0.0005102842045492191 0.00085232660625221904
leaf_weight=501.03306102752686 7958.6168776750565 46.743548393249512 182.43495869636536 147.06454634666443 28.196973443031311 36.231781125068665 39.048278450965881 25.040938377380371 70.036700367927551 119.75399053096771 405.7981778383255
leaf_count=210 4039 21 94 72 23 9 25 17 40 60 170
internal_value=0 0.000110583 -0.000197976 -0.000606531 -0.0011257 -0.00160927 -0.00223776 -0.0033595 0.00032362 0.000283348 0.000388153
internal_weight=0 1601.38 574.798 322.326 175.262 128.518 92.2862 53.2379 252.472 1026.59 906.831
internal_count=4780 741 301 167 95 74 65 40 134 440 380
is_linear=0
shrinkage=0.06


Tree=1187
num_leaves=12
num_cat=0
split_feature=100 18 131 71 146 15 146 121 77 79 58
split_gain=0.00676121 0.0302077 0.0243558 0.0230066 0.0521324 0.036857 0.0281557 0.0388903 0.0296188 0.024653 0.0225836
threshold=0.020035739988088611 0.0021592099219560628 0.0045489775948226461 0.030689206905663017 0.0021592099219560628 0.0044099434744566688 0.0041444667149335155 0.00087947337306104611 0.0011261500185355546 0.0038949446752667431 0.017188700847327713
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 9 -6 -8 -9 -5 -7
right_child=1 -3 -4 5 6 10 7 8 -10 -11 -12
leaf_value=-1.7739283795653225e-05 -0.0010695011150903321 -0.00066291652123731714 -0.00038738968296011389 -0.00074049519013228576 0.0015147683205220363 0.0019505701655055845 0.0014160218864832787 0.00015241312951459548 -0.0017059082445570241 0.0010571870746651369 0.00072344893615642681
leaf_weight=8508.398713350296 100.84282898902893 144.27309787273407 165.08929026126862 74.236397504806519 74.915472984313965 92.940216898918152 64.768292307853699 120.61535930633545 41.500189185142517 43.587513327598572 128.83246028423309
leaf_count=4347 48 80 73 40 20 21 22 47 27 15 40
internal_value=0 0.000143527 0.000271758 0.000418366 0.000111586 0.0007821 0.000506233 0.000173222 -0.000323301 -7.54646e-05 0.00123771
internal_weight=0 1051.6 907.328 742.239 402.642 339.597 301.799 226.884 162.116 117.824 221.773
internal_count=4780 433 353 280 164 116 116 96 74 55 61
is_linear=0
shrinkage=0.06


Tree=1188
num_leaves=12
num_cat=0
split_feature=93 112 98 37 58 128 42 150 126 102 42
split_gain=0.0062188 0.0211932 0.0406175 0.0679779 0.0616956 0.107209 0.0790975 0.0735556 0.0515071 0.0489809 0.0424178
threshold=0.021960759535431865 0.0021592099219560628 0.00017767510871635753 0.00050559637020342063 0.004017772153019906 0.00093549740267917525 0.0023699469165876512 0.0060143163427710542 0.00082683752407319855 0.00082683752407319855 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 6 8 -4 -8 -6 -3 -5
right_child=-2 2 3 10 5 -7 7 -9 -10 -11 -12
leaf_value=1.2628799498859018e-05 0.00010512990193382873 0.0016488828563937159 0.0010187744320450396 -0.00046824489121500087 -0.0053700986511145748 -0.00038308516208246103 -0.003630039070443103 -8.6046191725240077e-05 -0.0021317261356192099 -0.00084488238820390612 0.00071064957866888261
leaf_weight=7006.0217521190643 1671.4586064815521 76.141428351402283 77.367383718490601 278.37396621704102 34.848581314086914 67.402496337890625 37.30049204826355 48.491334795951843 35.892243385314941 45.178055286407471 181.5234922170639
leaf_count=3906 483 21 22 138 25 31 27 19 19 30 59
internal_value=0 -2.22754e-05 -0.000299368 -0.000461871 -0.00116238 -0.00209546 -0.000372365 -0.0016269 -0.00372702 0.000720232 -2.93021e-06
internal_weight=0 7888.54 882.519 761.2 301.303 138.143 163.159 85.7918 70.7408 121.319 459.897
internal_count=4780 4297 391 340 143 75 68 46 44 51 197
is_linear=0
shrinkage=0.06


Tree=1189
num_leaves=12
num_cat=0
split_feature=124 148 108 117 87 23 35 102 51 50 77
split_gain=0.00595763 0.0107243 0.010127 0.016091 0.0137235 0.0073412 0.0274477 0.0518081 0.0343092 0.0318606 0.0286537
threshold=0.051876978948712356 0.0016331639490090313 0.0005375427135732026 0.0023699469165876512 0.00038414125447161501 0.015675474889576439 0.0072436286136507997 0.00042089859198313212 0.00066645268816500913 0.0013986918493174019 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 -1 10 -8 -9 -10 -7
right_child=1 2 3 4 -6 6 7 8 9 -11 -12
leaf_value=-4.5176840594079379e-05 -0.0007464017912287912 0.0011462768300423809 -0.00045347312231221789 0.0014005250781988694 4.1437982274117422e-05 4.0024951804077064e-05 -0.0025734315993790231 0.0010686483512483294 0.00038275483074061829 -0.0010512148485963891 0.00054689943163225392
leaf_weight=6260.8551824092865 32.396670579910278 53.237911820411682 77.235188126564026 50.603707790374756 56.733484625816345 2201.1715204715729 36.596367716789246 62.498674869537354 89.469692945480347 148.13325726985931 491.06817364692688
leaf_count=3168 23 40 63 31 36 1011 23 27 49 90 219
internal_value=0 0.000277724 0.00041724 0.000206957 0.000682174 -8.07801e-06 6.86058e-05 -0.000442129 -0.000182224 -0.000511252 0.00013248
internal_weight=0 270.207 237.81 184.572 107.337 9289.79 3028.94 336.698 300.102 237.603 2692.24
internal_count=4780 193 170 130 67 4587 1419 189 166 139 1230
is_linear=0
shrinkage=0.06


Tree=1190
num_leaves=12
num_cat=0
split_feature=95 143 142 19 112 32 11 99 104 73 69
split_gain=0.00615461 0.0225576 0.0400843 0.0457828 0.0342949 0.0587543 0.0327391 0.0303209 0.046964 0.027099 0.0230929
threshold=0.0072436286136507997 0.011519505176693203 0.010180860292166473 0.00017767510871635753 0.0014881226234138014 0.0042751494329422721 0.00747153488919139 0.00060774214216507982 0.0063990866765379914 0.00060774214216507982 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 9 -3 8 -5 -6 -9
right_child=1 4 -4 7 5 -7 -8 10 -10 -11 -12
leaf_value=-2.1028680868686236e-05 -0.0014962630316053627 -0.00070175841241891144 0.0012995744670063194 -0.0021210937147700588 -0.0032744120016528783 0.00082312955504229297 0.00055272894052235417 0.00066961548552422351 0.00062899974108326473 -0.0010472954158677937 3.7504178587525558e-05
leaf_weight=8028.2138448953629 58.663564324378967 122.04865682125092 117.98115527629852 47.108134984970093 36.074536681175232 37.457736492156982 193.8331435918808 405.45864009857178 42.543851256370544 43.247975587844849 427.36859226226807
leaf_count=3993 41 79 38 35 26 10 117 180 21 25 215
internal_value=0 0.000110213 0.000254674 0.000129026 -0.000256771 -0.00113533 6.80271e-05 0.000232383 -0.000816052 -0.00206015 0.000345245
internal_weight=0 1531.79 1099.12 981.143 432.662 116.78 315.882 922.479 89.652 79.3225 832.827
internal_count=4780 787 530 492 257 61 196 451 56 51 395
is_linear=0
shrinkage=0.06


Tree=1191
num_leaves=12
num_cat=0
split_feature=44 112 92 52 143 131 27 142 26 69 37
split_gain=0.00646076 0.0123806 0.0173693 0.0245371 0.0216073 0.0172824 0.0164955 0.00791267 0.0376782 0.0263035 0.0279434
threshold=0.04673989117145539 0.0038949446752667431 0.00099512818269431613 0.0017376682371832433 0.0056525857653468856 0.0037758676335215573 0.0032328735105693345 0.0070226341485977182 0.007706565549597145 0.0020292587578296666 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 -4 -5 -2 -6 -1 9 10 -9
right_child=1 -3 3 4 6 -7 -8 8 -10 -11 -12
leaf_value=-5.1614579270465414e-05 0.00090882084144082247 -0.00054000209599789619 -0.0014142827708050849 0.0011588057993214417 -0.0012878565762266625 -0.00020552435763507176 0.00045893143931360187 -0.00022300813882029309 -0.0016804885481925495 0.0002958194775813356 0.00030763014035647539
leaf_weight=6010.1062608957291 199.73052942752838 68.967989444732666 41.500189185142517 55.66477370262146 37.822323083877563 66.880665302276611 40.091940522193909 1184.2617384195328 43.769806623458862 1299.6086896657944 511.59492599964142
leaf_count=3008 67 22 27 18 24 34 19 620 22 649 270
internal_value=0 0.000207638 0.000324379 -0.000139929 0.000255986 0.000629282 -0.000389021 -1.17171e-05 6.71804e-05 9.27173e-05 -6.29287e-05
internal_weight=0 510.658 441.69 175.079 133.579 266.611 77.9143 9049.34 3039.24 2995.47 1695.86
internal_count=4780 211 189 88 61 101 43 4569 1561 1539 890
is_linear=0
shrinkage=0.06


Tree=1192
num_leaves=12
num_cat=0
split_feature=67 6 101 47 141 147 132 148 114 36 115
split_gain=0.00632373 0.0181642 0.0238643 0.0198627 0.0166156 0.00989504 0.00954361 0.00889048 0.00854859 0.0225857 0.0282122
threshold=0.0044099434744566688 0.0010918468469753864 0.00075379351619631063 0.0056525857653468856 0.0020932231564074759 0.05109804309904576 0.0015349716995842757 0.014740333426743748 0.011169348377734424 0.0026833302108570938 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 7 -6 -3 9 -1 -11
right_child=1 5 -4 -5 6 -7 -8 -9 -10 10 -12
leaf_value=3.2145745852900577e-06 0.0010589804093702536 -0.0015072416111775624 -0.00016219370981753478 0.0015756809871919773 -0.00085348759191413218 0.00045373295154857885 0.00035707036659582896 -5.9328340711580895e-05 0.00018793029835464074 -0.00074053923922013287 -1.7131838926524809e-05
leaf_weight=7542.8426662683487 77.210139274597168 40.45652711391449 178.78214144706726 73.349979877471924 38.526447415351868 24.519107341766357 59.889519691467285 24.519107341766357 711.65804183483124 345.61921811103821 442.62693655490875
leaf_count=3532 39 33 115 29 28 20 42 20 488 186 248
internal_value=0 0.000204036 0.000366669 0.00074643 0.000400094 -0.0005733 -0.000116821 -0.000960859 -1.16711e-05 -2.87214e-05 -0.000334321
internal_weight=0 517.253 427.758 248.976 175.626 89.4947 98.416 64.9756 9042.75 8331.09 788.246
internal_count=4780 326 253 138 109 73 70 53 4454 3966 434
is_linear=0
shrinkage=0.06


Tree=1193
num_leaves=12
num_cat=0
split_feature=100 33 96 116 146 93 96 44 34 53 106
split_gain=0.00615826 0.027254 0.0343863 0.0310293 0.0305041 0.0243442 0.0337141 0.0543873 0.0273824 0.0235436 0.0370581
threshold=0.020035739988088611 0.0053125319536775359 0.00066645268816500913 0.0030382014811038975 0.00899649551138282 0.0017376682371832433 0.0013986918493174019 0.019431582652032379 0.015200819820165636 0.01884530205279589 0.016668972559273246
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 9 -6 -7 8 -8 10 -3
right_child=1 4 3 -5 5 6 7 -9 -10 -11 -12
leaf_value=-1.6929834746318915e-05 -0.00070119522826023878 -0.00028313676156416695 0.0014883018817254045 0.00021003707487697809 0.0014776780263481791 0.0011885937365570757 -0.00039207593058549368 0.00060632892188568254 -0.0029283069476041348 0.00051265778361698892 -0.0017943359054332058
leaf_weight=8508.398713350296 61.272719502449036 281.5049524307251 141.61384499073029 132.17078864574432 61.272719502449036 71.237606883049011 28.536511182785034 81.749374151229858 33.100794911384583 85.427240252494812 73.714566469192505
leaf_count=4347 26 120 47 53 26 17 13 29 27 32 43
internal_value=0 0.000136978 0.000583664 0.000871214 -7.18937e-05 0.00042285 0.00012171 -0.000408342 -0.0017541 -0.000381662 -0.000596738
internal_weight=0 1051.6 335.057 273.785 716.544 275.897 214.624 143.387 61.6373 440.647 355.22
internal_count=4780 433 126 100 307 112 86 69 40 195 163
is_linear=0
shrinkage=0.06


Tree=1194
num_leaves=12
num_cat=0
split_feature=4 133 72 85 8 113 103 114 114 81 144
split_gain=0.00680822 0.0112061 0.0167873 0.00868148 0.0238014 0.0253723 0.0285728 0.0295885 0.0279747 0.0215074 0.0335563
threshold=0.010180860292166473 0.00080172589514404546 0.0054799309000372895 0.0014427106943912806 0.0053125319536775359 0.0023699469165876512 0.00017767510871635753 0.0011261500185355546 0.0019071503775194289 0.00017767510871635753 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 9 5 -5 7 -7 -8 10 -1
right_child=1 2 -4 4 -6 6 8 -9 -10 -11 -12
leaf_value=9.1356154498162877e-05 -0.0005718644715134143 0.00058670190219167458 -0.00054129788047507885 -0.00017778680449789073 0.00034261043316337748 0.0022450078242047026 -0.0015982535194389053 0.00047770868321721238 0.00030416503091046945 -7.7819817314103178e-05 0.0012753448739500533
leaf_weight=487.5225031375885 51.30783212184906 263.11562192440033 57.959439992904663 1219.6752971410751 851.83858931064606 44.81346869468689 39.048278450965881 142.70760476589203 96.825425148010254 6200.5078320503235 104.67793953418732
leaf_count=175 35 105 37 851 503 16 25 89 55 2855 34
internal_value=0 0.000251505 0.000383079 -1.01937e-05 8.80316e-05 -5.25064e-05 0.000419985 0.000900055 -0.000242565 -4.48251e-05 0.000300639
internal_weight=0 372.383 321.075 9187.62 2394.91 1543.07 323.395 187.521 135.874 6792.71 592.2
internal_count=4780 177 142 4603 1539 1036 185 105 80 3064 209
is_linear=0
shrinkage=0.06


Tree=1195
num_leaves=12
num_cat=0
split_feature=103 8 140 20 127 110 80 11 71 1 92
split_gain=0.00607364 0.0273642 0.0187241 0.0145414 0.010297 0.0253407 0.0351831 0.054107 0.100643 0.051765 0.0499756
threshold=0.016164712607860569 0.0048403022810816774 0.0068083447404205808 0.00038414125447161501 0.00017767510871635753 0.0072436286136507997 0.0046923852059990176 0.004017772153019906 0.045367386192083366 0.016164712607860569 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 -1 8 10 -10 -8
right_child=1 -3 -4 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-4.1610008028530507e-05 0.0015959192051625895 -0.00070062741256912155 -0.00026040511479722556 0.00046787869328939824 5.9443125031489773e-05 0.00024307628717274099 0.0004975370120737805 -0.00013650135365268702 -0.0051425945629481025 -0.0016140968762573741 -0.0013802040052004665
leaf_weight=3372.0729941129684 67.559740781784058 80.705712080001831 68.967989444732666 105.19977056980133 4266.512483716011 794.06839394569397 91.035186052322388 537.88686859607697 29.422928810119629 30.466590881347656 116.10117328166962
leaf_count=1740 14 35 22 31 2151 312 40 312 24 18 81
internal_value=0 0.00025598 0.000575363 0.000909013 -8.93486e-06 -6.76217e-05 -0.000126687 -0.000483106 -0.00118129 -0.0033476 -0.000554948
internal_weight=0 322.433 241.728 172.76 9237.57 4971.05 4176.99 804.913 267.026 59.8895 207.136
internal_count=4780 102 67 45 4678 2527 2215 475 163 42 121
is_linear=0
shrinkage=0.06


Tree=1196
num_leaves=12
num_cat=0
split_feature=110 43 121 0 136 127 37 51 144 10 40
split_gain=0.00641989 0.0291182 0.0377731 0.0325958 0.0559719 0.0342457 0.0540271 0.0582532 0.0516587 0.0622451 0.122668
threshold=0.00085274505545385193 0.024810968898236755 0.16240125149488452 0.00017767510871635753 0.00017767510871635753 0.00017767510871635753 0.0098710241727530974 0.00017767510871635753 0.0023699469165876512 0.00050559637020342063 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 8 9 -5 -11
right_child=-2 2 -4 5 -6 -7 -8 -9 -10 10 -12
leaf_value=0.00071213165352182234 -5.1494692611046612e-05 0.00081290557201928691 -0.00084233798118767491 0.00026296487441726974 -0.0012706767410210764 0.00014310866512251474 0.00085499130817507567 -0.00013799307108576341 0.00015605186639490755 -0.0031504242575298553 -0.00021399492949646857
leaf_weight=424.00521504878998 4559.1901813745499 317.7116847038269 58.8208087682724 62.498674869537354 58.298977732658386 1852.0998759269714 161.25417971611023 1749.534309387207 107.3371924161911 119.77903938293457 89.469692945480347
leaf_count=178 2078 105 24 27 27 1038 87 1016 67 84 49
internal_value=0 4.69472e-05 0.000554328 5.63364e-06 0.000472458 -4.87248e-05 -0.000203884 -0.000284099 -0.000958403 -0.0013986 -0.00189488
internal_weight=0 5000.81 376.532 4624.28 482.304 4141.97 2289.87 2128.62 379.085 271.747 209.249
internal_count=4780 2702 129 2573 205 2368 1330 1243 227 160 133
is_linear=0
shrinkage=0.06


Tree=1197
num_leaves=12
num_cat=0
split_feature=70 56 1 110 58 146 10 112 77 88 47
split_gain=0.00654735 0.0221407 0.0444221 0.048951 0.0483358 0.037129 0.033707 0.0313643 0.0305052 0.0636321 0.0379349
threshold=0.0041444667149335155 0.00038414125447161501 0.0005375427135732026 0.0011261500185355546 0.00046126570669002836 0.021960759535431865 0.0051502294372767219 0.0019071503775194289 0.00082683752407319855 0.0014881226234138014 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 -3 8 -6 -10 -11
right_child=1 6 3 -5 7 -7 -8 -9 9 10 -12
leaf_value=-2.7916923421309072e-05 0.00040262457169673094 -2.4561148725956444e-05 0.0013391812662759258 0.00012756374030777211 3.3834375573194487e-05 -0.0010788369305974291 0.0008170965842959402 -0.0023703775044967958 -0.0026683811551520588 0.00025633109620778078 -0.0017944210339066106
leaf_weight=7263.8828686475754 740.67323768138885 362.2858110666275 34.483994722366333 393.72091746330261 108.19856119155884 66.358834266662598 324.93522131443024 52.351494193077087 71.105411291122437 91.739310383796692 50.264170050621033
leaf_count=3671 289 227 11 167 54 37 152 29 58 44 41
internal_value=0 8.83166e-05 -3.34515e-05 -0.000349739 -0.000810176 0.00028081 0.000373396 -0.00100853 -0.000786645 -0.00120321 -0.000469562
internal_weight=0 2296.12 1608.9 801.864 408.143 807.032 687.221 373.659 321.307 213.109 142.003
internal_count=4780 1109 730 404 237 326 379 226 197 143 85
is_linear=0
shrinkage=0.06


Tree=1198
num_leaves=12
num_cat=0
split_feature=110 43 101 110 63 46 107 44 33 127 37
split_gain=0.00628058 0.0254219 0.0242168 0.0504837 0.0639228 0.035746 0.0246162 0.0257919 0.0532137 0.0233226 0.0478278
threshold=0.00085274505545385193 0.024810968898236755 0.14610802382230761 0.0011261500185355546 0.00062670491752214741 0.040252277627587325 0.0016331639490090313 0.0070226341485977182 0.001792412775103003 0.00017767510871635753 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -2 6 -6 8 -8 10 -1
right_child=2 -3 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-0.00018155928349418296 -0.002572397209986262 0.00052051982554886505 -0.0012828202402778834 2.8425559056518974e-05 -0.0018108929582906651 0.00092197558666724192 0.00021191799589055239 0.00015788400992430818 -0.002476528119935133 0.00016164669412149188 0.00081213621034133688
leaf_weight=2428.5131919384003 54.985698223114014 376.5324934720993 56.733484625816345 4089.5922267436981 53.942036151885986 63.020505905151367 54.621111631393433 134.80499267578125 51.490125417709351 2007.9033542871475 187.86061120033264
leaf_count=1378 38 129 36 1808 44 24 24 62 42 1100 95
internal_value=0 4.64351e-05 -5.09329e-05 -3.54104e-05 -0.000667732 -0.000375093 -0.000652318 -0.000392908 -0.00109264 7.83263e-06 -0.00011021
internal_weight=0 5000.81 4559.19 4502.46 412.864 357.879 294.858 240.916 106.111 4624.28 2616.37
internal_count=4780 2702 2078 2042 234 196 172 128 66 2573 1473
is_linear=0
shrinkage=0.06


Tree=1199
num_leaves=12
num_cat=0
split_feature=51 72 15 10 84 118 114 146 73 146 144
split_gain=0.00654049 0.0135259 0.0263718 0.0355894 0.0428579 0.0224764 0.0174711 0.0134228 0.0207769 0.0162904 0.0189548
threshold=0.013032016810029747 0.0012357163941487672 0.007706565549597145 0.00090704852482303988 0.0011261500185355546 0.0012745757703669371 0.00017767510871635753 0.010180860292166473 0.0010585968848317864 0.015675474889576439 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -4 8 -3 10 -9
right_child=1 7 6 4 -6 -7 -8 9 -10 -11 -12
leaf_value=-1.7255579722626085e-05 0.0005655153924737506 0.00099997371538971093 -0.00047030237758874052 -0.0036915072444431958 0.0002643530574178071 -0.0012458230574391794 0.00088759127945643398 -0.0017716550153157615 0.00016381574062142781 0.00025697026542398593 -2.386966377730233e-05
leaf_weight=8528.907368183136 42.361557960510254 171.37631154060364 57.255315661430359 29.422928810119629 29.762466549873352 25.040938377380371 84.383578181266785 36.074536681175232 284.71108520030975 212.04018080234528 58.663564324378967
leaf_count=4213 14 61 33 24 14 17 38 26 174 125 41
internal_value=0 0.000142733 -0.000223754 -0.000853064 -0.00156654 -0.00256705 0.000338684 0.000271592 0.000478005 -3.52825e-05 -0.000689394
internal_weight=0 1031.09 268.227 126.588 84.2263 54.4639 141.639 762.866 456.087 306.778 94.7381
internal_count=4780 567 140 69 55 41 71 427 235 192 67
is_linear=0
shrinkage=0.06


Tree=1200
num_leaves=12
num_cat=0
split_feature=14 46 77 3 118 146 72 110 39 71 124
split_gain=0.00646889 0.0230223 0.0234797 0.0317103 0.0267209 0.0232136 0.0228237 0.0227426 0.0221301 0.0327802 0.0328272
threshold=0.0045489775948226461 0.00064626874518580746 0.02636832278221846 0.0015833032084628942 0.0012745757703669371 0.00077738583786413084 0.000490355829242617 0.024066280573606495 0.0027679565828293566 0.00099512818269431613 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 6 4 -4 -2 -3 -8 9 -7 -11
right_child=1 2 3 -5 -6 8 7 -9 -10 10 -12
leaf_value=-2.2957449039604098e-05 -0.00072039745722455467 0.0011439537198149588 -0.00026139731824784541 -8.6332156802395967e-06 -0.0023288169440429255 -0.00083386879457774679 -2.8343627834957867e-05 0.0011880655554841898 0.0019543698211020675 0.0017050306461864485 0.00016751806889963775
leaf_weight=7859.5287864208221 45.360348582267761 72.124024510383606 40.091940522193909 152.51524770259857 51.30783212184906 51.490125417709351 981.5825160741806 58.638515472412109 45.517593026161194 91.19243049621582 110.65047192573547
leaf_count=3828 37 28 19 97 35 42 578 17 20 23 56
internal_value=0 0.000106109 -5.11099e-06 -0.000538233 -0.00142196 0.000544336 0.000111792 4.02268e-05 0.000736301 0.000517445 0.000862165
internal_weight=0 1700.47 1356.26 243.915 91.3998 344.211 1112.35 1040.22 298.851 253.333 201.843
internal_count=4780 952 774 151 54 178 623 595 141 121 79
is_linear=0
shrinkage=0.06


Tree=1201
num_leaves=12
num_cat=0
split_feature=93 100 150 113 104 96 15 131 141 73 79
split_gain=0.00643662 0.0263802 0.0222679 0.027633 0.0259317 0.0314221 0.0395341 0.0439642 0.0301878 0.0326932 0.0415856
threshold=0.000490355829242617 0.060991313308477409 0.0068083447404205808 0.0023699469165876512 0.0049928687512874612 0.0054799309000372895 0.044033329933881767 0.0011261500185355546 0.0034400182776153092 0.00073092587990686308 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 7 -6 9 10 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0008007404126623781 -3.2748042421634841e-05 0.0017495904412068444 -0.00044378360185283239 0.00062419496320043457 -0.0017972196874475911 0.00067390810950172775 0.00043254505722063172 -0.00030249878061998548 0.0004306779109527076 0.0001615965126702694 0.0012703866629460801
leaf_weight=295.74468350410461 6627.5939356088638 33.440332651138306 290.31903100013733 329.00272285938263 124.16102981567383 87.017782211303711 101.3897088766098 164.95709466934204 750.97071146965027 715.83269011974335 39.570109486579895
leaf_count=183 2967 17 182 193 91 47 69 114 431 464 22
internal_value=0 7.40146e-05 5.46863e-05 0.000110162 3.59753e-05 -0.000357146 -0.000586898 -0.000944403 0.000140145 -6.74209e-05 -0.000556329
internal_weight=0 2932.41 2898.97 2608.65 2279.64 477.526 390.508 289.118 1802.12 1051.15 335.315
internal_count=4780 1813 1796 1614 1421 321 274 205 1100 669 205
is_linear=0
shrinkage=0.06


Tree=1202
num_leaves=12
num_cat=0
split_feature=4 51 146 60 144 68 140 81 97 104 99
split_gain=0.00602347 0.0192512 0.00895319 0.0101683 0.00843921 0.00807662 0.0510464 0.0393865 0.0317182 0.0574152 0.0511612
threshold=0.010180860292166473 0.0005375427135732026 0.0056525857653468856 0.00073092587990686308 0.00044738779251929378 0.0058306583669036635 0.076978169381618514 0.0025217677466571335 0.00017767510871635753 0.0063990866765379914 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 6 -1 -8 9 10 -7
right_child=1 2 3 -5 -6 8 7 -9 -10 -11 -12
leaf_value=5.411569769355057e-05 -0.00092443056683804011 0.0010503910248222548 0.00045148892524289895 -0.00054017236857173694 0.00018983315791102538 -0.0012134075095976368 -0.00015963233656329703 -0.0027498247737355523 0.00016633365776673565 -8.5341626039491956e-06 -0.00017698124994688772
leaf_weight=5783.9515932798386 45.178055286407471 100.47824239730835 96.982669591903687 60.411350727081299 69.332576036453247 329.34226059913635 43.065682291984558 41.500189185142517 1173.9573132991791 1458.1284699440002 357.67142963409424
leaf_count=2940 30 34 38 39 36 183 18 27 639 631 165
internal_value=0 0.000236566 0.000396868 7.08671e-05 0.000699031 -9.58825e-06 3.27186e-05 -0.00143075 -8.43912e-05 -0.000221604 -0.000673826
internal_weight=0 372.383 327.205 157.394 169.811 9187.62 5868.52 84.5659 3319.1 2145.14 687.014
internal_count=4780 177 147 77 70 4603 2985 45 1618 979 348
is_linear=0
shrinkage=0.06


Tree=1203
num_leaves=12
num_cat=0
split_feature=132 115 112 112 85 144 35 32 19 89 29
split_gain=0.00581011 0.0249696 0.0332649 0.0202778 0.0238313 0.0270854 0.0227773 0.0223865 0.0148451 0.0145656 0.0141998
threshold=0.0017376682371832433 0.0028552538715302949 0.0038949446752667431 0.00017767510871635753 0.00060774214216507982 0.00082683752407319855 0.0016846025246195497 0.000490355829242617 0.0011615398107096555 0.00096484774257987748 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 7 -6 9 -3 -2 -5 -8
right_child=1 2 -4 6 5 -7 10 -9 -10 -11 -12
leaf_value=-2.021780957094722e-05 0.0017326812697520376 -0.0020630495453198487 -0.001433690489273783 0.0021399684554103795 0.0012137087072328267 -7.5739727396626454e-05 3.3651393809070023e-05 -0.00018517050101340689 0.00043279314370352044 0.00062142908181965538 0.0011065747245083992
leaf_weight=8055.0916188955307 47.265379428863525 39.752402782440186 53.759742856025696 38.865985155105591 63.906923532485962 712.22997057437897 292.61369729042053 53.759742856025696 95.599469780921936 54.803404927253723 52.351494193077087
leaf_count=3758 18 29 37 18 35 533 201 37 54 31 29
internal_value=0 0.000108217 2.90634e-05 8.91707e-05 -7.85899e-05 3.04331e-05 0.000421777 -0.000983465 0.000862848 0.00125151 0.000196477
internal_weight=0 1504.91 1362.04 1308.28 869.649 776.137 438.635 93.5121 142.865 93.6694 344.965
internal_count=4780 1022 950 913 634 568 279 66 72 49 230
is_linear=0
shrinkage=0.06


Tree=1204
num_leaves=12
num_cat=0
split_feature=109 47 145 72 51 70 12 10 44 146 125
split_gain=0.00604314 0.0174512 0.0182322 0.0230662 0.0145551 0.0207133 0.0102282 0.0122916 0.00879413 0.0257691 0.0234385
threshold=0.037906534969806678 0.057509137317538268 0.0045489775948226461 0.00064626874518580746 0.0079489401541650313 0.0019071503775194289 0.00040826165059115743 0.0058306583669036635 0.0038949446752667431 0.00017767510871635753 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -4 -5 -8 -1 -10 -11
right_child=1 -3 4 6 -6 -7 7 -9 9 10 -12
leaf_value=3.9235912267939033e-05 -0.00085790443257598463 0.0011894116280209599 -0.0017447865039126639 0.001263402848591651 0.0004816506584651552 -4.8328743683179433e-05 -0.00026546744827740979 0.00095204746179635455 -0.0010215928999784529 0.00021969468448159853 -0.00013777438351180056
leaf_weight=5332.5857247114182 42.726144552230835 57.777146697044373 48.334090352058411 69.67211377620697 42.543851256370544 55.84706699848175 59.185395359992981 60.229057431221008 101.88649106025696 861.49593913555145 2827.7168109416962
leaf_count=2702 28 30 36 26 21 25 38 32 42 367 1433
internal_value=0 0.000218142 6.98945e-05 0.000401178 -0.000453504 -0.000835388 0.000685681 0.00034861 -1.0432e-05 -8.02953e-05 -5.42991e-05
internal_weight=0 436.315 378.538 231.813 146.725 104.181 189.087 119.414 9123.68 3791.1 3689.21
internal_count=4780 236 206 124 82 61 96 70 4544 1842 1800
is_linear=0
shrinkage=0.06


Tree=1205
num_leaves=12
num_cat=0
split_feature=70 150 29 94 4 96 93 23 73 11 60
split_gain=0.00620112 0.019286 0.0476779 0.0626781 0.0446554 0.081102 0.0584459 0.0424964 0.0688464 0.0341907 0.0336093
threshold=0.00046126570669002836 0.0019672545604407792 0.018276390619575981 0.0084566329605877417 0.0019672545604407792 0.00066645268816500913 0.00068727668258361529 0.0031340263085439806 0.00087947337306104611 0.00017767510871635753 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 9 -7 -3 -9 -4 -10
right_child=-2 7 3 -5 -6 6 -8 8 10 -11 -12
leaf_value=8.1716091305499702e-05 -3.7126963762596533e-05 -0.0012157715020302124 0.00081090924344704308 0.0011383984082739525 -0.00025464193816222478 -0.0015878986548674317 -0.005142992005506177 0.00069113828653778156 -0.00078424938360563781 -0.0014623869977837642 0.00019199093090007226
leaf_weight=1824.217391371727 6011.4894607067108 68.28891396522522 38.6836918592453 59.342639803886414 156.68989598751068 34.848581314086914 31.874839544296265 746.43842792510986 213.9702605009079 61.97684383392334 312.1788854598999
leaf_count=981 2992 42 11 21 73 25 26 280 130 30 169
internal_value=0 6.28964e-05 -4.61171e-05 -0.000654321 -0.000982594 -0.00166404 -0.00328622 0.000242377 0.000320624 -0.000588763 -0.000205019
internal_weight=0 3548.51 2207.63 383.416 324.074 167.384 66.7234 1340.88 1272.59 100.661 526.149
internal_count=4780 1788 1167 186 165 92 51 621 579 41 299
is_linear=0
shrinkage=0.06


end of trees

feature_importances:
Column_93=263
Column_112=184
Column_71=183
Column_44=168
Column_51=161
Column_107=160
Column_29=159
Column_19=151
Column_58=148
Column_108=144
Column_116=144
Column_11=142
Column_43=142
Column_110=140
Column_23=139
Column_50=139
Column_99=137
Column_141=136
Column_140=133
Column_125=127
Column_98=126
Column_150=125
Column_1=124
Column_4=124
Column_33=122
Column_61=121
Column_92=120
Column_109=120
Column_35=119
Column_95=118
Column_117=118
Column_81=116
Column_46=115
Column_115=115
Column_24=114
Column_149=114
Column_17=113
Column_45=113
Column_83=113
Column_124=113
Column_52=111
Column_53=111
Column_102=111
Column_148=111
Column_121=110
Column_37=109
Column_87=109
Column_135=109
Column_40=108
Column_60=107
Column_63=107
Column_78=107
Column_20=105
Column_47=105
Column_8=104
Column_10=104
Column_12=104
Column_72=101
Column_75=100
Column_34=99
Column_94=99
Column_143=99
Column_145=99
Column_146=99
Column_54=98
Column_0=97
Column_70=96
Column_25=95
Column_73=95
Column_91=95
Column_32=94
Column_101=94
Column_14=93
Column_68=93
Column_77=93
Column_133=93
Column_142=93
Column_79=92
Column_88=91
Column_114=91
Column_15=90
Column_21=89
Column_69=89
Column_103=89
Column_136=88
Column_104=87
Column_39=86
Column_59=86
Column_67=86
Column_80=85
Column_144=84
Column_18=83
Column_42=83
Column_100=83
Column_118=83
Column_128=83
Column_105=82
Column_82=81
Column_96=81
Column_106=81
Column_137=81
Column_84=80
Column_5=77
Column_28=77
Column_113=76
Column_27=74
Column_127=72
Column_129=69
Column_31=68
Column_65=67
Column_147=67
Column_131=66
Column_123=63
Column_3=61
Column_30=61
Column_66=60
Column_9=58
Column_85=52
Column_62=51
Column_86=49
Column_138=49
Column_22=48
Column_36=45
Column_89=41
Column_38=39
Column_132=39
Column_122=37
Column_7=36
Column_76=35
Column_97=35
Column_26=32
Column_120=30
Column_90=28
Column_126=28
Column_2=25
Column_56=21
Column_134=20
Column_119=19
Column_49=18
Column_55=18
Column_57=17
Column_13=14
Column_111=12
Column_130=12
Column_48=11
Column_74=10
Column_139=10
Column_16=5
Column_6=4
Column_64=4
Column_41=2

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: 12]
[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
