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-05:0.9845854640007019] [1.0000003385357559e-05:0.67918872833251953] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.69265198707580566] [1.0000003385357559e-05:0.92631375789642334] [1.0000003385357559e-05:0.73716819286346436] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.99955171346664429] [1.0000003385357559e-05:0.93992334604263306] [1.0000003385357559e-05:0.85967373847961426] [1.0000003385357559e-05:0.99445509910583496] [1.0000003385357559e-05:0.18714269995689392] [1.0000003385357559e-05:0.16886694729328156] [1.0000003385357559e-05:0.17782086133956909] [1.0000003385357559e-05:0.98029088973999023] [1.0000003385357559e-05:0.73106861114501953] [1.0000003385357559e-05:0.99876517057418823] [1.0000003385357559e-05:0.30075559020042419] [1.0000003385357559e-05:0.23935934901237488] [1.0000003385357559e-05:0.62246936559677124] [1.0000003385357559e-05:0.048867780715227127] [1.0000003385357559e-05:1.0000100135803223] 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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] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.79819679260253906] [1.0000003385357559e-05:0.99825537204742432] [1.0000003385357559e-05:0.58511114120483398] [1.0000003385357559e-05:0.36297920346260071] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.57750540971755981] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.029322227463126183] [1.0000003385357559e-05:0.055015292018651962] [1.0000003385357559e-05:0.98146343231201172] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.63704079389572144] [1.0000003385357559e-05:0.99907004833221436] [1.0000003385357559e-05:0.95115220546722412] [1.0000003385357559e-05:0.31406053900718689] [1.0000003385357559e-05:0.96037119626998901] [1.0000003385357559e-05:0.54674816131591797] [1.0000003385357559e-05:0.99030154943466187] [1.0000003385357559e-05:0.065614834427833557] [1.0000003385357559e-05:1.0000100135803223] [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=1391 1437 1441 1445 1438 1442 1443 1447 1454 1437 1443 1438 1443 1450 1446 1443 1445 1441 1450 1447 1451 1433 1436 1442 1460 1451 1460 1455 1453 1446 1441 1455 1451 1450 1458 1447 1442 1452 1453 1455 1446 1451 1444 1438 1452 1444 1450 1451 1438 1461 1442 1443 1453 1454 1435 1441 1448 1452 1444 1455 1447 1463 1454 1459 1456 1446 1444 1453 1462 1454 1463 1446 1454 1460 1461 1447 1467 1451 1459 1451 1448 1459 1461 1454 1458 1454 1451 1456 1457 1455 1457 1460 1448 1458 1455 1453 1455 1456 1452 1464 1446 1457 1455 1454 1465 1461 1450 1458 1463 1456 1445 1444 1465 1466 1462 1453 1444 1462 1454 1462 1461 1458 1453 1450 1446 1451 1454 1468 1463 1447 1453 1468 1460 1455 1464 1462 1461 1467 1454 1466 1457 1452 1460 1462 1452 1453 1462 1466 1445 1464 1457 1453 1457 1460 1470 1461 1454 1455 1464 1459 1459 1455 1452 1451 1460 1445 1459 1458 1442 1455 1459 1449 1461 1463 1468 1451 1463 1463 1471 1453 1458 1453 1463 1446 1452 1457 1451 1455 1457 1447 1457 1454 1463 1454 1465 1459 1467 1460 1455 1459 1459 1452 1461 1455 1458 1459 1466 1454 1471 1447 1459 1460 1457 1452 1465 1459 1455 1461 1463 1460 1459 1462 1453 1458 1462 1459 1457 1456 1453 1457 1457 1457 1466 1467 1465 1448 1456 1465 1457 1468 1458 1468 1463 1457 1458 1462 1469 1467 1454 1467 1460 1464 1449 1469 1461 1477 1458 1458 1450 1445 1459 1459 1461 1450 1461 1466 1464 1465 1475 1466 1460 1450 1462 1466 1465 1462 1461 1459 1466 1455 1463 1461 1461 1454 1451 1464 1456 1458 1458 1452 1449 1451 1474 1450 1466 1465 1466 1471 1458 1464 1455 1459 1475 1467 1471 1465 1468 1472 1463 1462 1461 1466 1465 1460 1463 1475 1471 1460 1451 1451 1456 1470 1447 1468 1457 1471 1465 1464 1462 1462 1444 1452 1454 1457 1459 1473 1474 1462 1465 1447 1455 1462 1467 1467 1460 1452 1459 1456 1456 1468 1457 1457 1465 1480 1458 1458 1449 1469 1469 1457 1467 1457 1454 1463 1450 1452 1452 1465 1458 1455 1483 1465 1475 1451 1457 1463 1449 1471 1464 1448 1462 1466 1463 1457 1461 1467 1449 1464 1462 1461 1449 1462 1458 1469 1464 1462 1465 1460 1463 1459 1452 1461 1471 1457 1462 1479 1466 1459 1454 1468 1456 1466 1461 1464 1468 1468 1469 1462 1459 1476 1474 1477 1457 1459 1476 1463 1458 1464 1463 1470 1459 1458 1473 1466 1470 1454 1462 1452 1464 1457 1469 1452 1460 1461 1455 1460 1452 1471 1469 1456 1462 1463 1469 1463 1475 1449 1477 1464 1465 1467 1459 1456 1462 1473 1459 1468 1473 1466 1462 1461 1458 1464 1461 1464 1461 1450 1464 1465 1462 1470 1468 1470 1458 1475 1462 1466

Tree=0
num_leaves=12
num_cat=0
split_feature=30 23 13 13 16 29 109 115 13 108 87
split_gain=211.421 60.706 23.5974 16.4947 11.2221 8.69876 8.68391 7.45405 7.176 6.63794 6.61072
threshold=0.0022975050378590827 0.0025217677466571335 0.00037263428384903824 0.0013986918493174019 0.000490355829242617 0.0027679565828293566 0.0026012937305495147 0.0020292587578296666 0.0005893622583243997 0.0026833302108570938 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 8 -4 7 -1 -3 -5 -6
right_child=1 4 5 9 10 -7 -8 -9 -10 -11 -12
leaf_value=0.2407921996934142 0.25991702954255996 0.24872844457767077 0.25942116975557589 0.27533372864657712 0.26586537788685866 0.24634359711697004 0.23853460376724284 0.25063267808244261 0.25619919172422345 0.26289734316275803 0.25261486661910931
leaf_weight=739.36474907398224 497.10422718524933 1164.5520182847977 295.64617145061493 880.87335228919983 380.43124938011169 480.68452715873718 3511.6480060815811 443.1741396188736 768.08268821239471 187.80635058879852 210.6321234703064
leaf_count=476 160 517 99 202 107 240 2377 199 262 53 88
internal_value=0.249349 0.259669 0.241635 0.26895 0.253911 0.251325 0.240032 0.24448 0.251698 0.27315 0.261145
internal_weight=0 4089.48 5470.52 1565.78 2523.7 776.331 4694.19 1182.54 1932.63 1068.68 591.063
internal_count=4780 1389 3391 415 974 339 3052 675 779 255 195
is_linear=0
shrinkage=1


Tree=1
num_leaves=12
num_cat=0
split_feature=115 23 13 83 149 13 29 107 56 139 78
split_gain=152.853 70.5733 30.5603 16.5203 13.0845 13.6597 11.427 8.00859 6.78871 6.1014 5.5
threshold=0.0054799309000372895 0.0025217677466571335 0.00037263428384903824 0.0014427106943912806 0.0030382014811038975 0.0005893622583243997 0.0027679565828293566 0.00087947337306104611 0.00087947337306104611 0.00070876078098081063 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 9 5 -3 8 10 -4 -2 -1
right_child=1 4 6 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.011409113579491058 0.019561118376239982 0.00021690996346355174 0.0022050706705137946 0.0095500026223076535 -0.0051798686208718026 0.0097068103002820143 -0.0024921556715785213 -0.010562744892311394 0.019094083152540933 0.029611919829292344 -0.0013690400025523305
leaf_weight=277.61859250068665 778.53390121459961 1184.055181145668 153.15554440021515 543.45286023616791 635.78377270698547 1013.2536771297455 502.48247909545898 3303.5447303056717 194.46174776554108 302.53562724590302 671.12148904800415
leaf_count=189 197 524 65 177 346 321 246 2260 47 65 343
internal_value=0 0.00811694 -0.00709117 0.0180864 0.00239994 0.00459327 0.00329382 -0.00916733 0.0116558 0.0223763 -0.00430784
internal_weight=0 4457.62 5102.38 1624.52 2833.09 2197.31 850.1 4252.28 347.617 1081.07 948.74
internal_count=4780 1630 3150 439 1191 845 358 2792 112 262 532
is_linear=0
shrinkage=0.06


Tree=2
num_leaves=12
num_cat=0
split_feature=30 83 77 23 111 16 25 56 53 88 19
split_gain=168.481 55.372 17.4692 21.073 9.21295 9.11495 6.45091 5.6918 5.45171 5.39322 5.06433
threshold=0.0022975050378590827 0.0026833302108570938 0.0020292587578296666 0.00093549740267917525 0.00073092587990686308 0.0005375427135732026 0.0045489775948226461 0.00080172589514404546 0.0042751494329422721 0.00039601318712811922 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 9 -4 6 10 -3 -5 -9 -1 -2
right_child=1 4 3 7 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.012116556175512666 0.01647495071168012 -0.0015166050143501494 0.015601793676629295 -0.0062127927457101663 0.012919459425984903 0.022385011075834467 0.0050764362283153173 0.0069268499500133645 -0.007143940760752995 -0.0069256539630704475 0.0053376912660622654
leaf_weight=1756.8976172208786 486.66827988624573 909.06211137771606 197.90138709545135 1874.4152430295944 343.60268342494965 843.81581628322601 1295.5839656591415 258.01366603374481 160.83876252174377 1222.4509174823761 210.74915277957916
leaf_count=1288 132 416 61 1088 106 198 463 103 88 763 74
internal_value=0 0.00921245 -0.00688667 -0.00317855 0.00378248 0.0181894 0.00235792 -0.00479984 0.00152327 -0.00998699 0.0131107
internal_weight=0 4089.48 5470.52 2491.17 2548.25 1541.23 2204.65 2293.27 418.852 2979.35 697.417
internal_count=4780 1389 3391 1340 985 404 879 1279 191 2051 206
is_linear=0
shrinkage=0.06


Tree=3
num_leaves=12
num_cat=0
split_feature=13 83 73 56 75 73 47 19 107 10 114
split_gain=169.374 33.9454 21.1389 9.65349 7.73901 7.53258 7.08434 5.81378 4.62384 4.32226 4.03656
threshold=0.0005893622583243997 0.0014427106943912806 0.0032328735105693345 0.0087224207818508166 0.0095705352723598498 0.00899649551138282 0.0017376682371832433 0.0046923852059990176 0.00046126570669002836 0.0023699469165876512 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 8 9 -4 -2 -1 -3 -10
right_child=1 5 6 -5 -6 -7 -8 -9 10 -11 -12
leaf_value=-0.0035942094511090274 0.022264496365902831 0.0086900450717713983 0.0049774020716707966 0.021807458353738578 0.00069007427493617348 0.010207973323778626 -0.0027620388457510209 0.0097063718047252952 -0.011453449496825301 -0.00021628313503566429 -0.0072580610020272981
leaf_weight=503.51030004024506 885.46293044090271 298.62787067890167 579.93033826351166 38.777355670928955 323.51946258544922 1174.5605568885803 1600.9435542821884 156.37130224704742 2037.609849691391 571.32106280326843 1389.3650192022324
leaf_count=275 200 107 220 11 138 353 798 45 1502 247 884
internal_value=0 0.0115663 -0.00551421 -0.00795796 -0.00822979 0.00707386 -0.00070386 0.0203807 -0.00896399 0.00284164 -0.00975282
internal_weight=0 3086.34 6473.66 4292.78 4254 2044.51 2180.87 1041.83 3930.49 869.949 3426.97
internal_count=4780 952 3828 2810 2799 707 1018 245 2661 354 2386
is_linear=0
shrinkage=0.06


Tree=4
num_leaves=12
num_cat=0
split_feature=30 83 56 83 86 98 139 74 82 59 77
split_gain=133.572 43.8869 13.8707 10.9136 8.11984 7.78016 7.74493 6.0836 5.83087 5.16539 5.10329
threshold=0.0022975050378590827 0.0026833302108570938 0.0026012937305495147 0.0063990866765379914 0.0031340263085439806 0.0051502294372767219 0.00093549740267917525 0.0010585968848317864 0.0022975050378590827 0.0038949446752667431 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 5 8 10 7 -2 -3 -4 -1
right_child=1 4 9 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0041692939727732961 0.0075177512570397996 0.0039504456311208356 0.017994842253625628 -0.0086899831311577462 0.012299497487876832 -0.0086044080109807988 0.023825799311417532 0.016777670870432224 -0.002963669081330284 -0.0022868463808474017 0.0035333156367034851
leaf_weight=608.93830251693726 375.49567186832428 1626.5627648830414 112.77539837360382 3449.4749966859818 320.31388187408447 594.12648141384125 365.40572392940521 800.33185315132141 601.3721137046814 75.371863007545471 629.83055138587952
leaf_count=336 120 590 33 2308 96 406 81 203 299 40 268
internal_value=0 0.00820277 -0.00613178 -0.00670202 0.00336862 -0.00296045 0.0161947 0.0138214 0.00208411 0.00987309 -0.000253067
internal_weight=0 4089.48 5470.52 5282.37 2548.25 1832.9 1541.23 1175.83 2227.93 188.147 1238.77
internal_count=4780 1389 3391 3318 985 1010 404 323 889 73 604
is_linear=0
shrinkage=0.06


Tree=5
num_leaves=12
num_cat=0
split_feature=115 13 13 15 15 149 29 109 7 15 139
split_gain=97.8921 49.208 20.1336 14.9146 9.14583 7.68093 5.86947 5.28288 4.92725 4.93384 3.97398
threshold=0.0054799309000372895 0.001792412775103003 0.00037263428384903824 0.00087947337306104611 0.0014881226234138014 0.0026012937305495147 0.0023699469165876512 0.0030382014811038975 0.00055427959887310873 0.0011261500185355546 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 -3 10 8 -4 -1 -10 -5
right_child=1 4 7 5 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.007209741339579228 0.011286954839801515 0.019215638507451355 0.0090349138470885333 0.0011925038082138944 0.0097035127719620907 -0.0053505268179295622 -0.0086795270161640764 -0.00080710674549023262 0.010638612172349555 -0.0028134808879145099 0.010743232554260443
leaf_weight=608.47018527984619 513.39672076702118 889.24856913089752 307.57805693149567 1579.2829859256744 616.5350227355957 685.1141049861908 3148.7863955497742 542.52171432971954 134.80232036113739 360.22591066360474 174.03761613368988
leaf_count=392 156 203 100 654 187 371 2174 258 42 184 59
internal_value=0 0.00649586 -0.00567472 0.0019932 0.0153219 3.60728e-05 -0.00735989 0.00275452 -0.00359391 0.0008511 0.00214108
internal_weight=0 4457.62 5102.38 2951.83 1505.78 2438.43 4252.28 850.1 1103.5 495.028 1753.32
internal_count=4780 1630 3150 1240 390 1084 2792 358 618 226 713
is_linear=0
shrinkage=0.06


Tree=6
num_leaves=12
num_cat=0
split_feature=73 23 111 30 83 27 13 78 149 111 30
split_gain=88.6009 36.3159 15.7399 12.489 12.2856 9.19135 8.70165 6.21302 4.50134 4.47671 4.3972
threshold=0.0036604277556762104 0.0014881226234138014 0.0031340263085439806 0.0044099434744566688 0.0020292587578296666 0.0060143163427710542 0.001792412775103003 0.0092791137285530585 0.0010263677686452868 0.00043393640953581786 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 7 5 -1 8 -3 -5 -9 -6
right_child=1 3 -4 6 10 -7 -8 9 -10 -11 -12
leaf_value=-0.0033849286198756362 0.016149191938737147 -0.0047711969597121302 0.016625147669937571 0.0062100443785882628 -0.0084578769742896642 0.011390518232738903 0.011486799198702539 0.00031950503563742529 -0.0012262443953730282 0.01106951732703493 -0.0043519517293850981
leaf_weight=453.60499835014343 1011.7730046510696 746.60529279708862 113.80830788612366 739.28842830657959 2890.8999359607697 227.49958646297455 744.91600453853607 570.51712334156036 485.39113461971283 184.47865200042725 1391.2171338796616
leaf_count=258 255 400 31 242 1995 76 207 252 224 56 784
internal_value=0 0.00614711 -0.00542752 0.00323135 -0.00593352 0.00155125 0.00637365 -0.000890434 0.00326288 0.00294732 -0.00712404
internal_weight=0 4482.97 5077.03 3471.2 4963.22 681.105 1969.6 1501.6 1224.68 754.996 4282.12
internal_count=4780 1636 3144 1381 3113 334 673 708 466 308 2779
is_linear=0
shrinkage=0.06


Tree=7
num_leaves=12
num_cat=0
split_feature=16 13 42 30 142 107 33 29 27 86 26
split_gain=89.7422 34.6316 13.3814 12.2673 10.5179 9.05389 5.90015 3.94575 4.12504 3.641 4.92033
threshold=0.00044738779251929378 0.0005893622583243997 0.00047558375808876013 0.00064626874518580746 0.00073092587990686308 0.00087947337306104611 0.00066645268816500913 0.00057154725072905432 0.0022975050378590827 0.0058306583669036635 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 -4 -5 -3 8 -1 10 -6
right_child=2 6 4 5 9 -7 -8 -9 -10 -11 -12
leaf_value=-0.0044903934737037061 0.02011198887260509 0.0097095992675562629 0.016421212595031744 0.0032637104602120269 0.0052842374103818203 -0.0040205967542218564 0.0021505535772513135 -0.0077060687271415813 0.013439459274148144 0.013438403039443598 -0.008053751046385952
leaf_weight=169.90088951587677 548.73952567577362 654.16752815246582 417.83478474617004 875.57142114639282 501.57677602767944 2057.7490447759628 861.00383579730988 3149.1323949098587 63.328036785125732 136.86813938617706 124.12722587585449
leaf_count=98 122 183 100 350 172 1129 330 2163 22 38 73
internal_value=0 -0.00273153 0.0123709 -0.00468588 0.0087709 -0.00184626 0.00541456 -0.00714838 0.000381726 0.00457748 0.00263738
internal_weight=0 7830.85 1729.15 6315.68 1180.41 2933.32 1515.17 3382.36 233.229 762.572 625.704
internal_count=4780 4275 505 3762 383 1479 513 2283 120 283 245
is_linear=0
shrinkage=0.06


Tree=8
num_leaves=12
num_cat=0
split_feature=114 53 140 86 25 74 13 149 85 83 108
split_gain=73.7362 32.4741 18.9576 14.1847 9.21506 8.60265 6.54918 4.30766 4.54384 4.23134 3.46952
threshold=0.0045489775948226461 0.00050559637020342063 0.00090704852482303988 0.00073092587990686308 0.0032328735105693345 0.00093549740267917525 0.00062670491752214741 0.0016331639490090313 0.00017767510871635753 0.0032328735105693345 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 -4 -3 -2 8 -6 -7 -10
right_child=1 5 4 -5 7 9 -8 -9 10 -11 -12
leaf_value=-0.0011268193231967656 0.0067954617858070818 -4.7011601756579007e-06 -0.0071258792946796512 0.01562666127567949 -0.0047669213646668674 0.011403188287204139 0.018711925496720076 -0.0056870415325061723 0.0060614661353474899 0.0041013374987615312 -0.0029330445102830741
leaf_weight=542.05868566036224 211.55309224128723 1330.2195061445236 3478.7271966934204 273.73627877235413 387.87023174762726 475.31136381626129 774.17838168144226 647.01857089996338 499.51095700263977 716.45247828960419 223.36285984516144
leaf_count=283 69 544 2334 76 220 123 171 400 176 269 115
internal_value=0 0.00692177 -0.00401133 0.00449596 -0.00533675 0.00331225 0.0161554 -0.00179574 0.000471286 0.00701425 0.00328221
internal_weight=0 3507.71 6052.28 815.795 5236.49 2521.98 985.731 1757.76 1110.74 1191.76 722.874
internal_count=4780 1176 3604 359 3245 936 240 911 511 392 291
is_linear=0
shrinkage=0.06


Tree=9
num_leaves=12
num_cat=0
split_feature=13 53 149 86 59 128 36 86 30 53 21
split_gain=87.7222 25.1485 12.6805 9.69438 7.68006 6.33123 5.25621 4.01372 3.9124 3.89047 3.39128
threshold=0.0005893622583243997 0.00050559637020342063 0.0026012937305495147 0.00073092587990686308 0.0034400182776153092 0.00046126570669002836 0.013439828064292671 0.0015833032084628942 0.014740333426743748 0.00050559637020342063 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 5 -5 -1 8 -2 10 -7 -3
right_child=1 6 -4 4 -6 9 -8 -9 -10 -11 -12
leaf_value=-0.007492859529582444 0.012450282589766302 0.0038999272127548191 -0.0072621714314481034 0.0091266246330386179 -0.001509625372756654 0.0050129738896411381 0.012923250849594612 0.020108487406238128 0.0082385981384781454 -0.0026686073415807064 -0.0025274319871459064
leaf_weight=979.57980620861053 501.46992385387421 957.03388905525208 2549.958395242691 447.65686559677124 538.04407691955566 276.25494933128357 242.07226037979126 485.86942899227142 472.44160532951355 1682.1617864370346 427.45661544799805
leaf_count=672 124 330 1753 149 277 109 65 106 132 868 195
internal_value=0 0.00832403 -0.00396824 -0.00182742 0.00332127 -0.00355487 0.00460904 0.0162205 0.00352456 -0.00158484 0.00191546
internal_weight=0 3086.34 6473.66 3923.7 985.701 2938 2099 987.339 1856.93 1958.42 1384.49
internal_count=4780 952 3828 2075 426 1649 722 230 657 977 525
is_linear=0
shrinkage=0.06


Tree=10
num_leaves=12
num_cat=0
split_feature=30 140 53 75 13 75 111 43 33 129 18
split_gain=69.1178 18.9227 10.0239 10.398 10.0223 6.83842 7.09056 5.75355 4.65444 4.25889 3.94472
threshold=0.0022975050378590827 0.0012357163941487672 0.00050559637020342063 0.0010918468469753864 0.00062670491752214741 0.013860232196748258 0.0031340263085439806 0.0022975050378590827 0.00066645268816500913 0.007706565549597145 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 6 10 9 -6 -3 -4
right_child=1 7 5 -5 8 -7 -8 -9 -10 -11 -12
leaf_value=-0.0062903101456912927 0.0017725276898903856 0.0013981308556915636 -0.0070893299286176655 0.0092875515614842443 0.015835643121224256 0.0027927805400708625 0.013793418548478039 -0.004406884297857858 0.0073267096602934621 0.0066892614338441275 -0.0024227625633039397
leaf_weight=267.29458594322205 323.63649189472198 1173.1663823127747 3633.8213536739349 364.47966659069061 903.4752436876297 345.66341388225555 64.360946297645569 350.58881425857544 311.48072493076324 1027.1343523263931 794.89762699604034
leaf_count=178 124 459 2471 131 203 133 20 182 89 332 458
internal_value=0 0.00590079 -0.00441071 0.00269683 0.0111558 -0.00533875 -0.00596438 0.00273085 0.013655 0.0038683 -0.00625182
internal_weight=0 4089.48 5470.52 631.774 1538.59 4838.74 4493.08 2550.89 1214.96 2200.3 4428.72
internal_count=4780 1389 3391 309 416 3082 2949 973 292 791 2929
is_linear=0
shrinkage=0.06


Tree=11
num_leaves=12
num_cat=0
split_feature=13 33 115 53 140 142 42 149 75 94 83
split_gain=69.5603 13.3082 10.465 9.45116 4.54606 4.19166 4.86362 4.04574 3.85532 3.11177 2.8658
threshold=0.0005893622583243997 0.00017767510871635753 0.0020292587578296666 0.0014881226234138014 0.00244467705488205 0.00052132029668428015 0.0015833032084628942 0.0035485138650983576 0.0095705352723598498 0.012252715881913902 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 10 -2 -3 -7 -5 -1 -10 -4
right_child=1 5 3 7 -6 6 -8 -9 9 -11 -12
leaf_value=-0.006409093843116026 0.01413802638457937 0.011457289438343529 0.0084837923111632067 -0.0016737224688807375 0.0041426817181928477 0.0065937128619678199 9.2505990872451672e-05 -0.0073051527364019625 -0.0024859357195179859 0.016174863369038547 0.0015521336565555511
leaf_weight=3076.9712011814117 972.88370823860168 257.33184444904327 315.14933431148529 1619.9887770414352 197.09744763374329 800.09270596504211 858.9380167722702 640.93305456638336 99.693574070930481 47.381542563438416 673.53839600086212
leaf_count=2134 227 63 106 799 66 262 334 429 48 15 297
internal_value=0 0.00741247 -0.0035336 -0.00113067 0.0124547 0.0043336 0.00322802 -0.00327039 -0.00595547 0.00353271 0.00376227
internal_weight=0 3086.34 6473.66 3249.61 1169.98 1916.36 1659.03 2260.92 3224.05 147.075 988.688
internal_count=4780 952 3828 1631 293 659 596 1228 2197 63 403
is_linear=0
shrinkage=0.06


Tree=12
num_leaves=12
num_cat=0
split_feature=67 83 75 15 25 36 73 24 111 58 74
split_gain=40.1283 18.1627 15.0181 9.00872 8.61593 5.64243 4.9428 4.55495 2.72748 2.5906 2.5684
threshold=0.0013146653072908523 0.0014427106943912806 0.0013146653072908523 0.00087947337306104611 0.0045489775948226461 0.001792412775103003 0.0063990866765379914 0.0010263677686452868 0.0012357163941487672 0.001792412775103003 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 9 -6 -5 -7 -8 -3 -9
right_child=1 4 3 6 5 7 8 10 -10 -11 -12
leaf_value=-0.0059222722132770368 0.012629997272903074 0.0027401097288083762 0.0070036015679546312 -0.003148247282178363 -0.00075792268317028679 0.014470830815130354 0.00095369658532953373 -0.0017301441729120797 0.012664647211918281 -0.0046083369333903695 0.0075498837326134311
leaf_weight=2813.3554017543793 952.45957660675049 252.9661477804184 544.71473979949951 2027.9167867898941 342.44765603542328 290.02877235412598 1140.2404843568802 142.71450853347778 76.292831778526306 543.89044606685638 432.97225093841553
leaf_count=1911 239 99 178 1142 153 72 447 68 21 307 143
internal_value=0 0.00580836 -0.0026014 -0.000135648 0.00256736 0.00576144 -0.00133444 0.00834007 0.00168911 -0.00227548 0.00524944
internal_weight=0 2957.48 6602.52 3789.16 2005.02 1208.16 3244.45 865.716 1216.53 796.857 575.687
internal_count=4780 1081 3699 1788 842 436 1610 283 468 406 211
is_linear=0
shrinkage=0.06


Tree=13
num_leaves=12
num_cat=0
split_feature=74 77 23 23 111 72 114 139 117 67 89
split_gain=43.6717 14.289 11.8312 9.54117 6.93604 5.55298 4.67859 4.41023 4.40091 3.63347 3.21815
threshold=0.00093549740267917525 0.0020292587578296666 0.00093549740267917525 0.0037758676335215573 0.0020292587578296666 0.0095705352723598498 0.0016846025246195497 0.0017376682371832433 0.0049928687512874612 0.00017767510871635753 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 7 8 -5 -1 -2 9 -4 -11
right_child=3 2 4 5 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.0065646109677415044 0.0088759205172843064 0.010216088250653866 -0.0034813674919183229 -0.001131651458137174 0.014404583196235873 0.0079858810909753872 -0.001611096271653074 0.018133226694072326 -0.0035737279955673062 0.00028328394267500403 0.0068306592773165241
leaf_weight=2417.3338346481323 1130.5118014812469 381.6931289434433 506.3800585269928 580.6121598482132 103.13830196857452 410.37035953998566 958.72826588153839 221.65321731567383 1665.5182049274445 766.80554294586182 417.25472676753998
leaf_count=1724 304 108 266 260 31 142 492 46 914 354 139
internal_value=0 -0.00231045 0.000192634 0.0071171 -0.000913664 0.00264438 -0.00515801 0.0103947 -0.00138485 0.000771834 0.00259092
internal_weight=0 7216.85 3840.79 2343.15 3459.1 990.983 3376.06 1352.17 3355.96 1690.44 1184.06
internal_count=4780 4028 1812 752 1704 402 2216 350 1673 759 493
is_linear=0
shrinkage=0.06


Tree=14
num_leaves=12
num_cat=0
split_feature=53 147 36 16 43 111 89 140 92 43 86
split_gain=38.8669 21.6114 12.6489 6.76691 6.29589 4.57886 3.64695 2.45323 2.57366 2.39561 2.19785
threshold=0.00050559637020342063 0.0045489775948226461 0.00017767510871635753 0.00044738779251929378 0.0011261500185355546 0.00017767510871635753 0.00075379351619631063 0.00060774214216507982 0.00082683752407319855 0.00064626874518580746 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 7 5 6 -3 8 -4 10 -1
right_child=1 4 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0021169918573470969 -0.0050394866765810951 -0.00083244661594558884 0.0022929729373449555 0.014852584541664006 -0.002748159447445735 0.0072656444567877534 0.0039427325848528025 0.0020820855080165646 0.012763948653660217 -0.0093645308226076342 0.0090303806723008549
leaf_weight=206.15448606014252 3827.5911027193069 1194.6081577539444 123.32837498188019 705.22785723209381 1031.5763697624207 623.07339060306549 1111.3393722772598 275.4510098695755 268.68876051902771 100.95036506652832 92.010355949401855
leaf_count=107 2540 538 47 153 530 195 379 114 72 80 25
internal_value=0 -0.00182447 0.00802092 0.0107543 0.00128263 0.00270229 0.001469 0.00642263 0.00947121 -0.00138055 0.00132484
internal_weight=0 7788.19 1771.81 1372.7 3960.6 2929.02 2305.95 667.468 392.017 399.115 298.165
internal_count=4780 4182 598 386 1642 1112 917 233 119 212 132
is_linear=0
shrinkage=0.06


Tree=15
num_leaves=12
num_cat=0
split_feature=114 86 107 13 27 143 53 78 23 30 129
split_gain=35.886 10.9298 10.2992 9.60553 6.81487 5.28271 4.39529 3.76895 3.59984 3.44522 2.97068
threshold=0.0045489775948226461 0.0022975050378590827 0.0010263677686452868 0.0005893622583243997 0.0053125319536775359 0.00057154725072905432 0.00050559637020342063 0.0092791137285530585 0.0031340263085439806 0.00096484774257987748 0.007706565549597145
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 -1 -5 -3 -4 -6 -10 -9
right_child=1 6 7 5 8 -7 -8 10 9 -11 -12
leaf_value=-0.0016512835157348976 -0.0013903896568386964 0.015527546596776402 -0.0055245776230828658 0.012618761928510048 0.010388844476876541 0.0041492312865636181 0.0067491035837608584 -0.0033276129861416798 -0.0067476062612363144 0.0071523982482680467 0.0031477414813782956
leaf_weight=1082.6214331388474 1083.4406383037567 386.97470581531525 3000.1135771274567 335.46152520179749 339.58807468414307 1263.9301244020462 437.90782845020294 1031.1082525253296 114.94806957244873 145.12632691860199 338.77904665470123
leaf_count=593 495 84 2059 77 100 390 130 586 77 53 136
internal_value=0 0.00482895 -0.00279826 0.00297159 0.00119087 0.00592634 0.0108687 -0.00433392 0.00632148 0.00100862 -0.00172612
internal_weight=0 3507.71 6052.28 2682.83 1682.28 1599.39 824.883 4370 599.662 260.074 1369.89
internal_count=4780 1176 3604 962 823 467 214 2781 230 130 722
is_linear=0
shrinkage=0.06


Tree=16
num_leaves=12
num_cat=0
split_feature=16 149 53 44 53 74 86 7 69 30 63
split_gain=35.1859 12.4421 9.33808 7.26959 5.11499 5.08701 6.7494 4.43767 2.42119 2.0895 2.50267
threshold=0.00044738779251929378 0.0026012937305495147 0.00244467705488205 0.0044099434744566688 0.00070876078098081063 0.0016846025246195497 0.0005375427135732026 0.00055427959887310873 0.0011261500185355546 0.0022975050378590827 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 -1 -4 -8 10 -9
right_child=3 -3 7 -5 -6 -7 8 9 -10 -11 -12
leaf_value=-0.00085262589910698123 0.012882980015097875 -0.0049618514856414339 -0.0054575168593294816 -0.00086030546270719364 0.0057071689211864911 0.0098976826945834685 0.0094872181046833474 0.0045397532986290396 0.0021378272002602287 0.0017081948703874961 -0.0036658866752985056
leaf_weight=1245.4242510795593 759.72273707389832 2749.0046325922012 999.0829690694809 293.34629380702972 676.07742083072662 323.64158046245575 409.80047869682312 159.2359721660614 266.27185356616974 842.99661111831665 835.39480233192444
leaf_count=598 168 1829 679 131 206 93 119 67 118 296 476
internal_value=0 -0.00171019 4.88454e-05 0.00774637 0.00950473 0.00293982 0.00176744 -0.00223926 0.0065934 -0.00048936 -0.00235188
internal_weight=0 7830.85 5081.85 1729.15 1435.8 2245.14 1921.5 2836.71 676.072 1837.63 994.631
internal_count=4780 4275 2446 505 374 928 835 1518 237 839 543
is_linear=0
shrinkage=0.06


Tree=17
num_leaves=12
num_cat=0
split_feature=13 53 115 149 83 69 72 86 75 144 56
split_gain=35.9066 11.028 5.92087 4.77742 3.74218 3.3719 2.83032 2.72245 2.6418 3.12562 2.14427
threshold=0.0005893622583243997 0.00050559637020342063 0.0020292587578296666 0.0026012937305495147 0.0020292587578296666 0.0017376682371832433 0.024066280573606495 0.0015833032084628942 0.0095705352723598498 0.00060774214216507982 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 8 4 10 -3 -6 -2 -1 -10 -4
right_child=1 5 3 -5 6 -7 -8 -9 9 -11 -12
leaf_value=-0.0047358486758655198 0.0074510577526520592 0.0043974175692560501 0.0039652855412355484 -0.004180066666243664 -0.0011982775254481422 -0.00090952133667495706 0.0052091807504409888 0.013756049689262455 0.011462728081575602 -0.0060943164473175994 0.015236168546979536
leaf_weight=3076.9712011814117 501.46992385387421 1493.1495305299759 253.77008724212646 1000.5839958190918 1622.5125361680984 605.85483968257904 292.89344227313995 485.86942899227142 80.307440519332886 66.767676115036011 79.849500417709351
leaf_count=2134 124 473 94 621 801 249 94 106 27 36 21
internal_value=0 0.00532573 -0.00253865 -0.00073121 0.000803293 0.00286566 -0.000218263 0.0105548 -0.00436034 0.00349363 0.00666665
internal_weight=0 3086.34 6473.66 3249.61 2249.03 2099 1915.41 987.339 3224.05 147.075 333.62
internal_count=4780 952 3828 1631 1010 722 895 230 2197 63 115
is_linear=0
shrinkage=0.06


Tree=18
num_leaves=12
num_cat=0
split_feature=53 30 16 135 29 86 88 79 10 114 108
split_gain=25.3567 15.2052 9.23024 5.1421 4.01162 3.28558 3.04761 3.04634 3.02903 2.84523 2.09627
threshold=0.00050559637020342063 0.0022975050378590827 0.00044738779251929378 0.0018488886416889729 0.00017767510871635753 0.00044738779251929378 0.00017767510871635753 0.00068727668258361529 0.0031340263085439806 0.013860232196748258 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 7 -1 -6 -2 -3 10 -5 -9
right_child=1 3 -4 9 5 -7 -8 8 -10 -11 -12
leaf_value=0.0078180651493890765 -0.0052423468911464381 -0.0055971705766940279 0.011655795831482673 -0.0067607847608012672 -0.0035616577313717364 0.0049517874056811554 -0.0022086854834981028 0.0071819819065604166 0.0016011908149332042 0.0043588873554924416 6.6868389693095973e-05
leaf_weight=375.26670181751251 2128.7043254375458 140.64868950843811 729.32059824466705 335.55820024013519 383.05168354511261 284.17222607135773 2710.0390154123306 849.19915676116943 1333.3284118175507 109.90563988685608 180.80495405197144
leaf_count=117 1515 72 158 187 219 104 1567 253 476 42 70
internal_value=0 -0.00147357 0.00647867 0.00192206 0.002856 6.44372e-05 -0.00354336 0.00297875 0.00348934 -0.00401696 0.00593314
internal_weight=0 7788.19 1771.81 2949.45 1042.49 667.224 4838.74 2503.98 2363.33 445.464 1030
internal_count=4780 4182 598 1100 440 323 3082 871 799 229 323
is_linear=0
shrinkage=0.06


Tree=19
num_leaves=12
num_cat=0
split_feature=36 109 129 75 33 75 149 86 41 30 78
split_gain=23.3422 10.0678 6.11976 4.70033 4.22673 3.22088 3.16054 3.10706 3.1039 2.40931 2.39555
threshold=0.00085274505545385193 0.0030382014811038975 0.019431582652032379 0.0032328735105693345 0.00077738583786413084 0.00064626874518580746 0.00042089859198313212 0.0012745757703669371 0.0020292587578296666 0.014740333426743748 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 -3 5 -2 -1 -7 9 -5 -4
right_child=1 3 10 8 -6 7 -8 -9 -10 -11 -12
leaf_value=-0.00087855435125219663 -0.0023491538492930158 -0.0034090237279261371 -0.0012443759939404231 0.00040672994688317017 0.0023976463841895073 0.0065510626589934916 -0.0042526441409275412 0.012571380289918558 0.010781584335520202 0.0069529115487171056 0.0078715096586249797
leaf_weight=1407.6368339061737 95.332965970039368 730.19068133831024 174.14955687522888 1143.1000657081604 648.07692325115204 734.01702857017517 3446.7324446439743 533.02200150489807 145.24335622787476 245.85789906978607 256.63984572887421
leaf_count=704 53 449 76 500 243 204 2241 118 39 68 85
internal_value=0 0.00329684 -0.00266606 0.000553127 0.00638693 0.00828431 -0.00327429 0.0090845 0.00243898 0.00156588 0.00418692
internal_weight=0 4274.84 5285.16 2264.39 2010.45 1362.37 4854.37 1267.04 1534.2 1388.96 430.789
internal_count=4780 1674 3106 1056 618 375 2945 322 607 568 161
is_linear=0
shrinkage=0.06


Tree=20
num_leaves=12
num_cat=0
split_feature=13 143 58 140 30 53 139 25 30 72 139
split_gain=25.8061 6.00892 5.09721 4.81355 4.35177 3.88534 3.32788 2.28861 3.06572 2.20783 2.02448
threshold=0.0005893622583243997 0.00057154725072905432 0.0045489775948226461 0.00060774214216507982 0.00064626874518580746 0.0028552538715302949 0.0017376682371832433 0.0017376682371832433 0.0012745757703669371 0.045367386192083366 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 -3 -9 -6 -4
right_child=1 5 10 4 9 -7 -8 8 -10 -11 -12
leaf_value=0.0055826203107188161 0.010166823423067819 -0.0048671177915876138 -0.0047739315168291493 -0.0036537180119803492 -0.00014607625389874562 0.00050488441440602353 0.01135035192883602 -0.0070068326717794725 0.0055566308962329098 0.0071459198338165676 0.0023716334471164933
leaf_weight=379.62222135066986 555.27789354324341 97.744784355163574 2275.2095612287521 1769.8827664852142 1733.2221155166626 1059.8211030960083 265.4780912399292 74.913922905921936 1033.1079279184341 163.48463952541351 152.23457562923431
leaf_count=143 130 38 1555 1163 838 403 61 34 286 45 84
internal_value=0 0.004515 -0.00215212 -0.000848033 -0.00151397 0.00327472 0.00526982 0.00393022 0.00470665 0.000482793 -0.00432573
internal_weight=0 3086.34 6473.66 4046.21 3666.59 2531.07 1471.24 1205.77 1108.02 1896.71 2427.44
internal_count=4780 952 3828 2189 2046 822 419 358 320 883 1639
is_linear=0
shrinkage=0.06


Tree=21
num_leaves=12
num_cat=0
split_feature=74 111 58 75 69 86 140 72 138 18 36
split_gain=18.33 8.93179 7.18378 5.499 3.08788 3.06273 3.02552 3.00697 2.92035 2.31093 2.30293
threshold=0.00093549740267917525 0.0020292587578296666 0.0035485138650983576 0.0084566329605877417 0.00099512818269431613 0.0058306583669036635 0.0012357163941487672 0.011169348377734424 0.00017767510871635753 0.13848232477903369 0.022641776129603389
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 8 -5 6 -2 10 9 -1 -8
right_child=2 -3 -4 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0042639255837691103 0.0081476733288097548 0.011449771416036269 -0.0017685262759918139 0.00368535977540063 -0.0020245123583214207 0.012243370935128613 -0.0018316976663927686 0.0070095681646607719 -0.0012447924626921034 0.0063340707391034944 0.0105838089088473
leaf_weight=2870.4808928966522 731.95629811286926 186.77344107627869 499.84677922725677 879.1382669210434 556.86541819572449 270.06766939163208 418.74048781394958 360.92808651924133 2647.647213101387 75.946832418441772 61.608217120170593
leaf_count=1976 177 55 227 288 244 59 174 100 1433 32 15
internal_value=0 -0.00149672 0.004611 -0.00184084 0.00147115 0.00634094 0.00532699 0.00287216 -0.00269104 -0.00399055 -0.000237447
internal_weight=0 7216.85 2343.15 7030.08 1436 1843.3 1573.23 841.277 5594.07 2946.43 480.349
internal_count=4780 4028 752 3973 532 525 466 289 3441 2008 189
is_linear=0
shrinkage=0.06


Tree=22
num_leaves=12
num_cat=0
split_feature=16 30 82 39 26 28 122 47 77 78 10
split_gain=18.2945 8.01528 4.01715 3.78291 3.72677 3.51513 3.347 2.9992 4.24666 2.37927 2.8118
threshold=0.00044738779251929378 0.0022975050378590827 0.0022975050378590827 0.00747153488919139 0.00039601318712811922 0.00747153488919139 0.00090704852482303988 0.00096484774257987748 0.0013146653072908523 0.029773407615721229 0.022641776129603389
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 9 6 -6 -2 8 -1 10 -3
right_child=4 2 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0047961339167694132 0.007919567290566842 0.0032695972914405401 -0.0029036071422256526 -0.0045899051449595739 -0.00675302833788303 0.0090844154413361033 0.00023325735536990528 -0.0032335622466028589 0.0036550012545741519 0.0076406744920914788 -0.0070454593624740261
leaf_weight=338.99275100231171 1257.1729636192322 1246.25872194767 575.10161292552948 222.2180095911026 153.49645519256592 75.030952215194702 243.44608068466187 4342.2293487787247 580.38318979740143 422.76527369022369 102.90424335002899
leaf_count=232 317 407 281 100 85 20 83 2821 257 118 59
internal_value=0 -0.00123307 0.00151392 0.00278799 0.00558575 -0.00155152 0.00667271 -0.00257442 0.000538712 0.00371346 0.00248238
internal_weight=0 7830.85 2569.25 1994.15 1729.15 228.527 1500.62 5261.61 919.376 1771.93 1349.16
internal_count=4780 4275 965 684 505 105 400 3310 489 584 466
is_linear=0
shrinkage=0.06


Tree=23
num_leaves=12
num_cat=0
split_feature=53 13 86 129 3 36 79 88 39 24 82
split_gain=16.1753 7.92796 6.32838 3.88992 3.8327 3.03132 2.07356 2.03048 1.86101 2.06135 1.98921
threshold=0.00050559637020342063 0.0005893622583243997 0.0005375427135732026 0.019431582652032379 0.00899649551138282 0.013439828064292671 0.00068727668258361529 0.00064626874518580746 0.0048403022810816774 0.0010263677686452868 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 -1 6 -3 -2 10 -10 -8
right_child=1 5 -4 -5 -6 -7 8 -9 9 -11 -12
leaf_value=-0.00098810032006562548 -0.0038715140124584851 -0.0097477260841986255 0.0086327230178319444 0.0032978542434376834 0.0080655378186812385 0.0082884308870986752 0.0037764733605306616 -0.0015122441702504553 0.007960923994055737 -0.0027859551919317111 -0.0031993958316750512
leaf_weight=623.39903569221497 2828.8388673067093 60.687248349189758 917.92579972743988 408.87442135810852 230.48637425899506 242.07226037979126 1068.0945563316345 2451.4707342386246 73.998042702674866 483.55937421321869 170.59288823604584
leaf_count=308 1943 34 237 169 53 65 325 1348 22 200 76
internal_value=0 -0.00117688 0.00517452 -0.00233965 0.00145638 0.00197466 0.00115119 -0.00277623 0.00151994 -0.00135848 0.00281557
internal_weight=0 7788.19 1771.81 5689.18 853.885 2099 1856.93 5280.31 1796.24 557.557 1238.69
internal_count=4780 4182 598 3460 361 722 657 3291 623 222 401
is_linear=0
shrinkage=0.06


Tree=24
num_leaves=12
num_cat=0
split_feature=13 53 75 53 32 34 69 72 86 31 117
split_gain=16.2293 5.56236 4.64612 4.9638 3.74006 2.78096 2.66203 2.33683 2.16931 2.05851 2.0907
threshold=0.0005893622583243997 0.00017767510871635753 0.00017767510871635753 0.0014881226234138014 0.0036604277556762104 0.0012745757703669371 0.00099512818269431613 0.0014881226234138014 0.0058306583669036635 0.00082683752407319855 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -5 7 -3 9 10 -7
right_child=1 6 3 5 -6 8 -8 -9 -10 -11 -12
leaf_value=-0.0047937691522981305 0.0079726826968177528 -0.0027768787174834281 0.00056630883657840287 0.0024050943186345909 0.0082027862799915734 -8.5037412180840978e-05 -0.00049974928855781346 0.0046041202502330519 0.0051617500835945476 -0.0048117130109330778 -0.0040551432581905087
leaf_weight=1380.6234487295151 776.70214080810547 175.98640584945679 999.80549919605255 460.26548409461975 300.11872029304504 1187.8204655647278 877.17930006980896 1256.4758763313293 125.62316405773163 1220.954979300499 798.44411849975586
leaf_count=1018 173 69 471 221 111 651 340 370 46 790 520
internal_value=0 0.00358057 -0.00170665 -0.000869707 0.00232987 -0.00196626 0.00210328 0.00369719 -0.00256999 -0.00287299 -0.00168108
internal_weight=0 3086.34 6473.66 5093.03 1299.92 3793.11 2309.64 1432.46 3332.84 3207.22 1986.26
internal_count=4780 952 3828 2810 582 2228 779 439 2007 1961 1171
is_linear=0
shrinkage=0.06


Tree=25
num_leaves=12
num_cat=0
split_feature=13 53 86 33 17 149 135 107 41 80 88
split_gain=14.3403 4.915 3.79631 4.34713 3.30716 3.29168 2.79583 2.66702 2.01705 2.62356 1.86904
threshold=0.0005893622583243997 0.00017767510871635753 0.00066645268816500913 0.0020932231564074759 0.0033348383149132137 0.00060774214216507982 0.00064626874518580746 0.00087947337306104611 0.0013986918493174019 0.00075379351619631063 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 7 10 -3 -4 9 -5 -1
right_child=1 6 3 8 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0016776914271216116 0.0074943833130405799 0.0033855244068775035 0.011417912739630625 0.0053467171359892433 -0.0019179167954687145 -0.0038410613699693986 -0.0011167423516680582 0.0030376002293253219 0.0096808674008111439 -0.0035806463140186564 0.0027326140043564769
leaf_weight=1362.88081407547 776.70214080810547 1587.1137647628784 233.92601358890533 136.52214002609253 237.70147514343262 2763.7910108566284 722.52781748771667 329.02492094039917 52.200090765953064 894.12308382987976 463.48633050918579
leaf_count=770 173 477 67 49 132 1914 302 148 16 562 170
internal_value=0 0.00336576 -0.00160424 0.000663968 0.00401592 -0.00253496 0.00197709 0.00652133 -0.00181459 -0.0023977 -0.000558378
internal_weight=0 3086.34 6473.66 1883.5 800.652 4590.16 2309.64 562.951 1082.85 1030.65 1826.37
internal_count=4780 952 3828 974 347 2854 779 215 627 611 940
is_linear=0
shrinkage=0.06


Tree=26
num_leaves=12
num_cat=0
split_feature=13 19 75 47 46 53 111 86 104 121 133
split_gain=12.6711 3.98802 3.89949 3.10146 2.68431 2.49464 2.37984 2.35221 1.91838 1.70536 1.82049
threshold=0.0005893622583243997 0.00017767510871635753 0.00017767510871635753 0.0023699469165876512 0.00017767510871635753 0.0028552538715302949 0.00037263428384903824 0.0044099434744566688 0.0021592099219560628 0.00087947337306104611 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -3 9 -8 -6 10 -5
right_child=1 5 3 6 8 -7 7 -9 -10 -11 -12
leaf_value=-0.0043361851994506819 0.0073125327971258107 0.0035948087750370538 0.0076025497347840575 0.0068132926174986159 0.0016937649084772018 -0.00033841413028565226 -0.00031078331469857733 0.013129439540914434 -0.0031188783159844143 -0.0037994461531045852 -0.0014601644010825308
leaf_weight=1380.6234487295151 656.57934653759003 1470.7867863178253 213.73085200786591 101.53042304515839 1133.4578807353973 958.97759020328522 132.27347266674042 72.507193088531494 404.50363612174988 1381.3256245851517 1653.7033487558365
leaf_count=1018 168 413 82 41 529 371 71 18 236 934 899
internal_value=0 0.00316383 -0.00150797 -0.000741225 0.00130365 0.0020425 -0.00181326 0.00445212 0.000427857 -0.00222244 -0.00098123
internal_weight=0 3086.34 6473.66 5093.03 1751.69 2429.76 3341.34 204.781 1537.96 3136.56 1755.23
internal_count=4780 952 3828 2810 847 784 1963 89 765 1874 940
is_linear=0
shrinkage=0.06


Tree=27
num_leaves=12
num_cat=0
split_feature=16 121 57 83 56 2 139 102 25 129 44
split_gain=10.9665 5.15451 4.79954 4.52741 2.36123 2.11651 2.12024 2.09801 2.09335 1.85345 1.84024
threshold=0.00044738779251929378 0.00055427959887310873 0.00075379351619631063 0.0072436286136507997 0.0049928687512874612 0.00037263428384903824 0.00093549740267917525 0.00073092587990686308 0.00062670491752214741 0.007706565549597145 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 8 6 10 -5 -1 -9 -2
right_child=2 -3 -4 7 -6 -7 -8 9 -10 -11 -12
leaf_value=-0.0021580848094484833 0.0055938051072109921 -0.0026906164976689055 -0.0075800235690261569 -0.0043323614812601444 0.013689480419588602 0.0016142162991665873 0.0096308757057365687 -0.0014510167587018677 0.0028439580965594876 0.0034944704509362466 -0.0035585989871519492
leaf_weight=362.86161053180695 617.5730208158493 3446.9665032625198 113.80321931838989 665.37179493904114 63.903006196022034 440.08558821678162 467.05317628383636 1165.2185741662979 1770.4272122383118 356.10444974899292 90.631447076797485
leaf_count=203 154 2213 62 423 14 143 108 650 642 130 38
internal_value=0 -0.000954645 0.00432473 0.000410347 0.00233386 0.00516385 0.0064928 -0.00152242 0.00199307 -0.000293246 0.0044222
internal_weight=0 7830.85 1729.15 4383.89 2197.19 1615.34 1175.26 2186.69 2133.29 1521.32 708.204
internal_count=4780 4275 505 2062 859 443 300 1203 845 780 192
is_linear=0
shrinkage=0.06


Tree=28
num_leaves=12
num_cat=0
split_feature=36 33 86 58 121 72 39 27 125 74 33
split_gain=10.4272 5.40114 3.88719 3.4635 2.34418 2.21599 1.8081 2.11448 1.76347 1.53815 1.4863
threshold=0.00085274505545385193 0.00017767510871635753 0.0031340263085439806 0.0031340263085439806 0.00055427959887310873 0.030689206905663017 0.0048403022810816774 0.0084566329605877417 0.012252715881913902 0.000490355829242617 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 6 7 -1 -4 -5 -7
right_child=1 2 8 9 -6 10 -8 -9 -10 -11 -12
leaf_value=-0.00063612073701080514 0.0054796802912972925 0.0014808302894851184 0.0075378823413101608 -0.0030139406523869523 -0.0021991693604393333 0.0017553480183813129 -0.0036649931391175956 0.0067793598627684587 -0.0024077691674217086 -0.0081634931173255529 0.011002541226689911
leaf_weight=1855.7261967658997 1272.3104298114777 1445.8646630048752 384.67482817173004 2061.4888863563538 1095.0112587213516 219.69933903217316 679.02858865261078 149.4869350194931 76.979741930961609 232.30795753002167 87.420777797698975
leaf_count=1014 360 568 116 1411 600 67 400 48 30 139 27
internal_value=0 0.00220356 0.000815182 -0.00178183 -0.00010512 -0.000436794 -0.000989229 -8.29925e-05 0.00587931 -0.0035358 0.00439026
internal_weight=0 4274.84 3002.53 5285.16 2540.88 2991.36 2684.24 2005.21 461.655 2293.8 307.12
internal_count=4780 1674 1314 3106 1168 1556 1462 1062 146 1550 94
is_linear=0
shrinkage=0.06


Tree=29
num_leaves=12
num_cat=0
split_feature=73 86 10 86 140 25 127 27 23 108 116
split_gain=9.13445 4.97116 4.44066 3.12099 2.12003 1.96584 2.14463 1.95201 2.64104 1.9256 1.64862
threshold=0.0036604277556762104 0.0031340263085439806 0.0035485138650983576 0.0079489401541650313 0.0060143163427710542 0.0038949446752667431 0.0042751494329422721 0.0070226341485977182 0.0037758676335215573 0.0060143163427710542 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 7 5 -4 -7 -1 10 -2 -9
right_child=1 -3 4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-0.0025156254289350911 0.003842690005861342 0.0063625359908424549 -0.0022586573462119656 0.0069337890393629887 -0.0037605711939911819 0.00074380467547275882 0.0090198679091198306 0.0026978820770600957 -0.0021083293113673472 -0.0013999000932440736 0.013193196314607185
leaf_weight=4150.1895965337753 1648.945863366127 769.58371496200562 498.81386971473694 144.89735686779022 673.75718891620636 443.06728744506836 151.09481394290924 245.62384045124054 467.36864423751831 297.70690190792084 68.95052444934845
leaf_count=2697 526 204 229 50 362 151 38 96 283 126 18
internal_value=0 0.00197397 0.00106431 -0.00174249 -0.00111362 0.000518273 0.00284956 -0.00199752 0.000752328 0.0030409 0.00500178
internal_weight=0 4482.97 3713.39 5077.03 1766.73 1092.98 594.162 4932.13 781.943 1946.65 314.574
internal_count=4780 1636 1432 3144 780 418 189 3094 397 652 114
is_linear=0
shrinkage=0.06


Tree=30
num_leaves=12
num_cat=0
split_feature=13 57 86 121 142 111 91 50 47 25 114
split_gain=8.25218 3.21208 2.81296 2.86321 3.07569 2.47853 2.10755 2.032 2.05826 1.86595 1.85466
threshold=0.0005893622583243997 0.00070876078098081063 0.00017767510871635753 0.00055427959887310873 0.0020932231564074759 0.0023699469165876512 0.000490355829242617 0.007706565549597145 0.0032328735105693345 0.017724351026117805 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 4 10 6 -2 8 -1 -5 -4
right_child=1 -3 3 9 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0008988973383998374 0.0045032746395383978 -0.0048104146015075554 0.011677312232170096 -0.0019905120479864987 0.00032249536181499686 0.0080407664140411429 0.0010077908277544641 -0.0041893803491626982 -0.0027042480911221062 0.0079869496493915372 0.0033322636867427224
leaf_weight=955.86359596252441 1052.4991500377655 199.38714814186096 160.61488103866577 1451.5431171655655 860.75960004329681 319.9729710817337 1514.4844537973404 1319.9412889480591 1416.3224301338196 70.670344114303589 237.94062232971191
leaf_count=470 276 96 54 922 420 76 504 953 911 25 73
internal_value=0 0.00255328 -0.0012169 0.000224071 0.00234042 0.003062 0.00244111 -0.00230246 -0.0012524 -0.0015268 0.00669734
internal_weight=0 3086.34 6473.66 2781.53 1259.32 2886.96 2566.98 3692.13 2372.19 1522.21 398.556
internal_count=4780 952 3828 1494 547 856 780 2334 1381 947 127
is_linear=0
shrinkage=0.06


Tree=31
num_leaves=12
num_cat=0
split_feature=73 10 86 139 149 111 117 129 87 18 124
split_gain=7.45791 3.86893 3.11531 2.18422 2.12255 1.76879 2.09035 1.95544 1.88221 2.40842 2.33288
threshold=0.0036604277556762104 0.0035485138650983576 0.0031340263085439806 0.0032328735105693345 0.00060774214216507982 0.0031340263085439806 0.0095705352723598498 0.013860232196748258 0.000490355829242617 0.0021592099219560628 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 6 7 8 9 -1 -11
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.0010296509974015873 0.0033771344808244653 0.0015413403997821687 0.0061097486593592043 0.0072197210354643703 -0.0027196772355517632 0.0068308919950710789 -0.0034760166075643393 0.0050152597284073286 -0.0030749602932713142 0.0081856564320197216 -0.0046083335548907896
leaf_weight=1319.6258209943771 2466.8219125270844 691.33191633224487 249.41456770896912 99.581633329391479 1075.401243686676 84.897018671035767 1870.3650143146515 187.11435186862946 1235.5225646495819 212.35194313526154 67.57161557674408
leaf_count=778 788 235 68 31 545 25 1299 75 810 95 31
internal_value=0 0.00178367 -0.000166057 -0.00157445 -0.00105233 -0.00175054 -0.00189958 -0.000923875 -0.00131602 4.2727e-05 0.00509673
internal_weight=0 4482.97 2016.15 5077.03 1766.73 4977.45 4892.55 3022.19 2835.07 1599.55 279.924
internal_count=4780 1636 848 3144 780 3113 3088 1789 1714 904 126
is_linear=0
shrinkage=0.06


Tree=32
num_leaves=12
num_cat=0
split_feature=30 111 82 114 67 72 104 86 80 50 141
split_gain=7.49618 4.11163 3.96092 2.33067 2.26902 2.09903 1.94584 2.04772 2.87044 1.85245 1.50322
threshold=0.0044099434744566688 0.0020292587578296666 0.001792412775103003 0.0045489775948226461 0.0026833302108570938 0.0033348383149132137 0.012636432424187662 0.00017767510871635753 0.0014427106943912806 0.007706565549597145 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 5 -2 7 9 -9 10 -1
right_child=2 -3 3 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=0.0023291130294088554 -0.002376632471207455 0.007106165648588853 -0.0095330733565170064 5.2511520511632113e-05 0.0059480788143272409 0.003399249374449563 -0.0038865030991093548 0.0032144039672908757 -0.0010832782351437216 -0.0040126531605907123 -0.0018560283535864572
leaf_weight=407.26145386695862 292.20144355297089 211.0951521396637 107.14782214164734 614.69308519363403 958.76897442340851 1006.4914277791977 963.97422277927399 809.03271508216858 1813.1581138372421 1097.1584870815277 1279.016704916954
leaf_count=210 116 63 68 225 244 279 685 317 1031 799 743
internal_value=0 -0.00113021 0.00249724 -0.00137147 0.00373429 0.00209961 -0.00140328 -0.000960386 0.000242771 -0.00209381 -0.000845176
internal_weight=0 6580.7 2979.3 721.841 2257.46 1298.69 6369.6 5405.63 2622.19 2783.44 1686.28
internal_count=4780 3848 932 293 639 395 3785 3100 1348 1752 953
is_linear=0
shrinkage=0.06


Tree=33
num_leaves=12
num_cat=0
split_feature=77 53 86 86 36 67 131 72 146 14 123
split_gain=5.94231 4.86941 3.38818 2.34827 1.91216 2.11864 1.85004 1.70754 1.99332 1.55081 1.46653
threshold=0.0020292587578296666 0.0028552538715302949 0.00073092587990686308 0.0026833302108570938 0.0026833302108570938 0.0092791137285530585 0.00082683752407319855 0.015675474889576439 0.0056525857653468856 0.0026012937305495147 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 9 -6 10 -3 -9 -2 -4
right_child=1 7 6 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-0.0023528210323622875 0.0015545541537364876 -0.0015273139363632335 0.0086802016097389297 0.0028237927257031641 0.0014699107050420651 0.0092870587445746146 0.0031065536048965154 0.0055771408158035588 -0.0020929874803873997 -0.0032727655257142169 0.00088783257944736506
leaf_weight=3381.9135582447052 471.28148937225342 2059.133042216301 501.58186459541321 347.84117364883423 573.28002965450287 159.47003078460693 971.72359228134155 292.20653212070465 209.25321459770203 487.11095428466797 105.2041209936142
leaf_count=2215 210 1085 141 146 195 39 305 85 101 231 27
internal_value=0 0.0011967 0.00273116 -0.00186998 0.000865053 0.00317221 0.00473025 -0.000762698 0.00237671 -0.000899057 0.00732954
internal_weight=0 5830.24 3269.65 3729.75 1691.14 732.75 1578.51 2560.59 501.46 958.392 606.786
internal_count=4780 2419 1148 2361 675 234 473 1271 186 441 168
is_linear=0
shrinkage=0.06


Tree=34
num_leaves=12
num_cat=0
split_feature=86 29 147 43 135 127 85 62 18 111 65
split_gain=5.74668 4.40037 2.55285 2.41863 3.04881 2.23956 2.03255 1.87941 1.84492 1.62243 1.55701
threshold=0.0058306583669036635 0.00057154725072905432 0.0033348383149132137 0.0011261500185355546 0.0018488886416889729 0.00077738583786413084 0.00017767510871635753 0.00037263428384903824 0.001792412775103003 0.00090704852482303988 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 4 6 -1 7 -4 -3 -2 -10
right_child=9 2 3 -5 -6 -7 -8 -9 10 -11 -12
leaf_value=0.0015308608899546124 0.0024630118738639397 -0.0028179177231324954 -0.0039190803248449479 -0.0023646039256710301 -0.0045309384072163977 0.0076012505506360406 0.0022101472165367915 0.008213347803535824 -0.0012657241877418227 0.0085409634599885598 0.0048097255528022831
leaf_weight=900.01525008678436 313.88745474815369 2771.2452589273453 357.12718212604523 1090.192710518837 331.54359149932861 288.99586284160614 2423.3277722597122 52.658030867576599 492.94714629650116 318.7110915184021 219.34825110435486
leaf_count=313 105 1934 190 599 181 74 855 22 323 75 109
internal_value=0 -0.000391361 -0.000913527 7.25468e-05 0.000912169 0.00300682 0.00154928 -0.00235842 -0.0021179 0.00552603 0.000605597
internal_weight=0 8927.4 7738.39 4254.85 3164.66 1189.01 2833.11 409.785 3483.54 632.599 712.295
internal_count=4780 4600 4213 1847 1248 387 1067 212 2366 180 432
is_linear=0
shrinkage=0.06


Tree=35
num_leaves=12
num_cat=0
split_feature=36 82 72 111 123 93 30 18 68 61 32
split_gain=5.57245 3.78438 3.17626 2.39823 2.55208 2.27103 1.96965 1.90667 2.07426 3.20895 1.72378
threshold=0.0023699469165876512 0.0038949446752667431 0.024066280573606495 0.0031340263085439806 0.0019672545604407792 0.00082683752407319855 0.00096484774257987748 0.0066005610860884198 0.0079489401541650313 0.0014881226234138014 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 7 10 -4 -1 -9 -10 -2
right_child=1 -3 6 -5 -6 -7 -8 8 9 -11 -12
leaf_value=-0.001519214267606601 0.0032119854979146254 -0.003811599738885054 -0.0037665401931798923 0.0068927763915477185 -0.0053105952434220807 0.00040455606497412247 0.0037023841826438432 -4.8600346273600948e-05 0.020668802279499788 0.0020585503126895758 0.0075687735831361097
leaf_weight=4815.2510120868683 1097.8097850084305 311.92848789691925 152.92148578166962 123.67437434196472 584.38762140274048 703.25362467765808 750.87940299510956 403.35878586769104 49.676331639289856 101.18442368507385 465.67426741123199
leaf_count=2914 326 157 93 36 325 298 223 221 14 52 121
internal_value=0 0.00238371 -0.000880137 -0.00137367 -0.0015455 0.00323638 0.00243838 -0.00113563 0.00219676 0.00819628 0.00451003
internal_weight=0 2578.67 6981.33 6077.53 5953.86 2266.74 903.801 5369.47 554.22 150.861 1563.48
internal_count=4780 902 3878 3562 3526 745 316 3201 287 66 447
is_linear=0
shrinkage=0.06


Tree=36
num_leaves=12
num_cat=0
split_feature=30 111 86 33 67 18 93 19 149 142 73
split_gain=5.04185 2.89291 1.89991 2.66217 1.78323 1.76357 2.84811 1.71767 1.70665 1.68829 1.96878
threshold=0.0044099434744566688 0.0031340263085439806 0.00017767510871635753 0.001792412775103003 0.0026833302108570938 0.001792412775103003 0.0028552538715302949 0.0016846025246195497 0.0011980500421486797 0.0020932231564074759 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -2 9 7 -7 -6 10 -4
right_child=4 -3 3 -5 8 6 -8 -9 -10 -11 -12
leaf_value=-0.0021115462749589147 0.00083617120703529551 0.0065628253367010754 0.011382838460241247 -0.0014397472151279444 0.004975555204839918 0.011917290438996688 0.017076786439371675 0.00052191072074535706 -0.00059991033062888326 -0.0011627778243682081 0.00064497585952999568
leaf_weight=3392.3545941114426 1771.8112096786499 180.46404325962067 98.548723816871643 1862.8293569087982 958.54000437259674 61.837187170982361 65.85179591178894 206.04254531860352 248.95153903961182 549.62996304035187 163.13864016532898
leaf_count=2212 598 50 33 1076 241 18 24 90 93 289 56
internal_value=0 -0.000926868 -0.00113815 -4.02987e-05 0.00204805 0.00223633 0.00590704 0.00315588 0.00382609 0.000725858 0.00469155
internal_weight=0 6580.7 6400.23 3007.88 2979.3 1145.05 333.732 267.88 1207.49 811.317 261.687
internal_count=4780 3848 3798 1586 932 510 132 108 334 378 89
is_linear=0
shrinkage=0.06


Tree=37
num_leaves=12
num_cat=0
split_feature=86 77 59 108 35 72 97 88 130 6 53
split_gain=4.54045 3.77344 2.69169 2.3957 2.16106 1.45628 1.66565 2.0171 2.74024 1.76999 1.73444
threshold=0.0058306583669036635 0.004017772153019906 0.000490355829242617 0.0060143163427710542 0.0014427106943912806 0.045367386192083366 0.0098710241727530974 0.00047558375808876013 0.00043393640953581786 0.00037263428384903824 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 7 -1 10 -8 -9
right_child=-2 2 3 -5 -6 -7 9 8 -10 -11 -12
leaf_value=-0.002755698751583362 0.0049119931222924183 0.0042542053131810892 -0.0033079608617621447 -0.0022679656071320914 0.0020743846388597879 0.0022752816015706632 -0.009930438488316061 0.0064489939256382328 -0.0057187497853574158 0.0015110578742668591 7.0494621765720419e-05
leaf_weight=2188.2416349649429 632.59854626655579 755.92692124843597 311.35351848602295 942.09486150741577 1949.7413166761398 351.17396080493927 168.6339213848114 168.1861584186554 280.37641024589539 68.375555038452148 1743.2967977523804
leaf_count=1565 180 227 165 476 708 112 128 60 163 26 970
internal_value=0 -0.000347826 0.00103401 0.000273962 0.00133312 -0.00144898 -0.00173229 -0.0014671 -0.000180568 -0.0066304 0.000632029
internal_weight=0 8927.4 3959.12 3203.19 2261.09 4968.28 4617.11 4380.1 2191.86 237.009 1911.48
internal_count=4780 4600 1576 1349 873 3024 2912 2758 1193 154 1030
is_linear=0
shrinkage=0.06


Tree=38
num_leaves=12
num_cat=0
split_feature=53 137 117 36 129 123 18 105 91 141 36
split_gain=4.25132 2.3767 2.337 2.53704 2.3758 1.95703 1.70825 2.19257 1.8375 1.66826 1.51488
threshold=0.00050559637020342063 0.00037263428384903824 0.0095705352723598498 0.013439828064292671 0.039062514901161201 0.0036604277556762104 0.00043393640953581786 0.0015349716995842757 0.0031340263085439806 0.0030382014811038975 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 8 -8 -6 -9
right_child=2 -3 -4 -5 9 -7 7 10 -10 -11 -12
leaf_value=0.00043525141955904272 -0.0013038915049687083 0.0048303712008986284 -0.0020620707833433304 0.0052952296878309235 0.00096489663876148752 -0.004807626476980441 0.0029638417221900144 -0.0017420855555456496 0.013723689931996619 0.0086757795976131029 0.0031097033733759132
leaf_weight=877.86621022224426 2312.6538051366806 893.94499945640564 2622.1450318098068 321.80473148822784 247.00274932384491 367.22730720043182 542.06377422809601 817.49951839447021 63.785976886749268 170.82694685459137 323.17855179309845
leaf_count=349 1300 249 1627 100 83 167 252 459 28 48 118
internal_value=0 0.0026529 -0.00060325 0.000137234 -0.000205516 -0.000613789 -0.00023427 0.00118206 0.00409875 0.00411876 -0.000367318
internal_weight=0 1771.81 7788.19 5166.04 4844.24 4426.41 4059.18 1746.53 605.85 417.83 1140.68
internal_count=4780 598 4182 2555 2455 2324 2157 857 280 131 577
is_linear=0
shrinkage=0.06


Tree=39
num_leaves=12
num_cat=0
split_feature=29 102 53 137 21 110 19 20 87 16 111
split_gain=3.79334 2.81813 3.13577 1.88512 1.47081 1.59067 1.42789 2.14529 1.53949 1.42089 1.45553
threshold=0.00057154725072905432 0.0012357163941487672 0.0028552538715302949 0.00037263428384903824 0.0042751494329422721 0.0058306583669036635 0.0046923852059990176 0.0026833302108570938 0.00038414125447161501 0.0034400182776153092 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 6 -1 5 -4 -3 -8 -9 10 -2
right_child=1 2 4 -5 -6 -7 7 8 -10 -11 -12
leaf_value=0.0010402382667797569 -0.0022275002015392066 0.0035698767884961178 0.00072115452770040442 0.005537373629852585 -0.0027874148494930161 -0.0038784288603419836 -0.0021734311501914491 0.01273846906056212 0.0017346160122135447 0.0085737931688682715 0.0074590590510681893
leaf_weight=808.23386418819427 3054.1810482740402 1202.7747588157654 1902.0900955200195 573.74814689159393 919.47261583805084 315.48006796836853 463.8221527338028 65.393855810165405 152.12263488769531 45.890692949295044 56.789668917655945
leaf_count=291 1882 412 938 139 599 188 221 18 67 11 14
internal_value=0 -0.000491068 0.000392081 0.00290755 -0.00076994 6.66547e-05 0.00232678 0.000132127 0.00504713 -0.00189573 -0.00205044
internal_weight=0 8178.02 5021.16 1381.98 3137.04 2217.57 1884.11 681.339 217.516 3156.86 3110.97
internal_count=4780 4350 2443 430 1725 1126 718 306 85 1907 1896
is_linear=0
shrinkage=0.06


Tree=40
num_leaves=12
num_cat=0
split_feature=140 89 110 122 123 16 72 105 39 72 111
split_gain=3.5292 2.59577 1.65979 1.7097 1.51525 1.90499 1.86636 1.6355 1.48063 2.12026 2.0314
threshold=0.00060774214216507982 0.00043393640953581786 0.0048403022810816774 0.0013560238294303419 0.0026833302108570938 0.0020292587578296666 0.000490355829242617 0.0019672545604407792 0.0063990866765379914 0.0054799309000372895 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 -1 6 -6 -3 -8 9 10 -2
right_child=1 4 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=0.0037166044626816379 -0.0019683263628610132 -0.0081382064779983755 -0.0062971037498955823 -0.0041894677771532269 -0.0026272640985868971 0.0046062825014886368 0.0034754978704767893 0.00031399983675770861 -0.0036494651497376383 0.0013120525947709707 0.012560067917883356
leaf_weight=1316.247244477272 2741.7742660045624 69.174405932426453 70.553314805030823 106.34897124767303 728.9491560459137 159.6990008354187 1148.3918197154999 1209.4098017215729 858.90239679813385 1115.5575082302094 34.991716980934143
leaf_count=392 1843 52 39 42 324 42 414 530 551 543 8
internal_value=0 -0.000495723 0.0026797 0.00312532 0.000792669 -0.00132695 0.0015688 0.00185392 -0.00139482 -0.000897217 -0.0017848
internal_weight=0 8066.85 1493.15 1422.6 3315.62 888.648 2426.98 2357.8 4751.23 3892.32 2776.77
internal_count=4780 4307 473 434 1362 366 996 944 2945 2394 1851
is_linear=0
shrinkage=0.06


Tree=41
num_leaves=12
num_cat=0
split_feature=139 25 36 44 57 140 82 10 39 84 105
split_gain=3.25488 3.14012 2.31133 2.54735 1.69855 1.44734 2.10017 1.42244 1.33134 1.21412 1.80676
threshold=0.0013986918493174019 0.0045489775948226461 0.00042089859198313212 0.011519505176693203 0.00038414125447161501 0.00060774214216507982 0.00040826165059115743 0.00017767510871635753 0.0041444667149335155 0.013439828064292671 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 9 -2 6 -1 -3 -8 10 -4
right_child=4 2 3 -5 -6 -7 8 -9 -10 -11 -12
leaf_value=0.0045487197408868351 0.0055004042221514209 -0.011263893001895028 0.0039358735679263721 -0.0057361305965566616 -0.00091530167352830852 -0.0016058789157265736 -0.0055733058414907865 -0.0009318230107948235 0.0044477513760269186 -0.0056095818641731503 0.00052828692644547794
leaf_weight=345.55147314071655 553.09504520893097 50.592211842536926 1492.9205604791641 145.35020840167999 203.06084609031677 4676.4289944171906 171.16276907920837 893.56846868991852 66.080765962600708 65.622825860977173 896.56543362140656
leaf_count=116 148 26 470 87 82 2897 99 446 27 21 361
internal_value=0 -0.00032423 0.00105602 0.0019792 0.00377761 -0.0012545 0.00156482 -0.00148659 -0.00278139 0.00243619 0.00265738
internal_weight=0 8803.84 3544.62 2600.46 756.156 5259.22 582.795 944.161 237.244 2455.11 2389.49
internal_count=4780 4550 1411 939 230 3139 242 472 126 852 831
is_linear=0
shrinkage=0.06


Tree=42
num_leaves=12
num_cat=0
split_feature=58 89 140 131 133 92 59 86 118 39 47
split_gain=3.62546 2.44153 2.74517 2.01984 1.70529 1.6991 1.51392 1.46394 1.85536 1.53677 1.62918
threshold=0.0045489775948226461 0.00043393640953581786 0.00060774214216507982 0.00040826165059115743 0.015675474889576439 0.00082683752407319855 0.031632266007363803 0.0020932231564074759 0.0016846025246195497 0.00064626874518580746 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 -2 8 9 10 -3
right_child=4 7 -4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.002076373055945688 -0.0026934553929264778 0.0048241982513093588 -0.0010696487082690908 -0.0024223107217917947 0.001529572202175725 0.011440379309566357 0.0048723576385058705 0.003741919769542783 0.0027828251362789305 -0.001951438871574901 -0.0055152421744360559
leaf_weight=132.16153192520142 2364.131365776062 277.97985756397247 2808.4656213521957 114.9531581401825 477.23979926109314 147.76711535453796 99.11860466003418 1063.6220074892044 1149.775817155838 856.526198387146 68.258525729179382
leaf_count=54 1524 85 1645 46 257 41 56 313 370 349 40
internal_value=0 0.000778976 -0.000410993 0.00427257 -0.00175284 0.00702171 -0.00238883 0.00189479 0.00105955 -0.000587893 0.00278484
internal_weight=0 6619.51 3203.35 394.882 2940.49 279.929 2463.25 3416.16 2352.54 1202.76 346.238
internal_count=4780 2943 1786 141 1837 95 1580 1157 844 474 125
is_linear=0
shrinkage=0.06


Tree=43
num_leaves=12
num_cat=0
split_feature=111 117 58 27 144 47 73 41 75 135 26
split_gain=2.62426 2.17225 1.93034 1.7414 2.35038 2.34203 1.98778 1.77262 1.34162 1.20171 1.12915
threshold=0.00035067093267571186 0.00747153488919139 0.0045489775948226461 0.0053125319536775359 0.0017376682371832433 0.0032328735105693345 0.0053125319536775359 0.00066645268816500913 0.023343417793512348 0.0079489401541650313 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 6 7 -6 -2 -5 -4 10 -1
right_child=3 -3 8 4 5 -7 -8 -9 -10 -11 -12
leaf_value=0.0011772498427334987 -0.0041359490088881548 -0.0017166442762895763 -0.0019916917865011505 0.015806590871617097 0.0040219490262158588 -0.0063234916862398675 0.0022987524094535959 0.0042472106368595334 0.0046156313112350762 -0.0044171676826575577 0.0092458584497418523
leaf_weight=3270.4204014539719 252.38608980178833 3002.3218683004379 1388.2201689481735 95.5670245885849 494.35658657550812 93.613146305084229 547.70152759552002 95.5670245885849 120.11770570278168 136.17105209827423 63.5570068359375
leaf_count=1360 138 1886 869 25 124 46 155 25 36 91 25
internal_value=0 -0.000441988 0.000326724 0.0022349 0.00425379 0.00237401 0.000268675 0.0100321 -0.00146524 0.00110564 0.00133134
internal_weight=0 7980.81 4978.49 1579.19 779.104 587.97 800.088 191.134 1508.34 3470.15 3333.98
internal_count=4780 4267 2381 513 220 170 293 50 905 1476 1385
is_linear=0
shrinkage=0.06


Tree=44
num_leaves=12
num_cat=0
split_feature=149 86 57 67 19 18 105 21 79 133 73
split_gain=2.45074 3.38099 2.47621 1.72759 1.61146 1.57946 1.93466 1.25724 1.33141 1.43436 1.4811
threshold=0.0026012937305495147 0.000490355829242617 0.00080172589514404546 0.0092791137285530585 0.0084566329605877417 0.0031340263085439806 0.00073092587990686308 0.0079489401541650313 0.0019672545604407792 0.00055427959887310873 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 7 -3 -2 -7 8 -1 10 -10
right_child=5 2 -4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.0019029472682919868 -0.0020821104878267476 0.0033563573354309689 -0.0038146116708674235 0.005083884401757539 -0.00034802105341504025 0.01015114780742476 2.981597169643584e-05 -0.0058933068573499628 0.012210034273586494 -0.00010615007728695737 0.0014428808769475624
leaf_weight=1541.3808019161224 2441.2128713130951 2219.1322530508041 231.16310727596283 182.98780238628387 522.21970057487488 78.47059154510498 504.77217960357666 172.19059002399445 71.703253626823425 1466.7314690351486 128.03498244285583
leaf_count=903 1633 696 124 52 225 34 276 128 23 655 31
internal_value=0 0.000653732 0.0021478 -0.000592743 0.0026507 -0.00141193 0.00139307 -0.000900205 -0.00063201 0.000543571 0.00531232
internal_weight=0 6535.54 2972.52 3563.03 2741.35 3024.46 583.243 3380.04 3207.85 1666.47 199.738
internal_count=4780 2837 1045 1792 921 1943 310 1740 1612 709 54
is_linear=0
shrinkage=0.06


Tree=45
num_leaves=12
num_cat=0
split_feature=139 25 30 136 109 97 42 6 15 117 99
split_gain=2.29455 2.18907 1.61574 1.86136 1.36555 1.34207 1.31548 1.26241 1.25001 1.56916 1.27148
threshold=0.0013986918493174019 0.0045489775948226461 0.0044099434744566688 0.00038414125447161501 0.01884530205279589 0.0098710241727530974 0.011519505176693203 0.0033348383149132137 0.0032328735105693345 0.010829726699739696 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 6 7 8 -1 9 -5 -10
right_child=-2 2 -4 4 -6 -7 -8 -9 10 -11 -12
leaf_value=-0.00071692037415410268 0.0031717614185215104 -0.0015899987747080824 0.0022107409686922003 0.010287575332360936 -0.0073842508469329944 -0.0047710609798162773 0.012046271420067402 -0.011620031326665399 0.0036817495962577886 -0.00087003614455359395 -0.0048873455106371779
leaf_weight=4893.838632941246 756.15589129924774 1295.4364049434662 1705.0537106990814 118.62685608863831 45.198694229125977 326.95401334762573 57.24760901927948 38.431356310844421 130.32468295097351 73.423073291778564 119.30867767333984
leaf_count=2934 230 663 500 32 33 183 20 22 61 30 72
internal_value=0 -0.000272216 0.000880217 -0.00035307 0.0025915 -0.00104894 0.00349651 -0.000802109 0.00238588 0.00602365 -0.000414043
internal_weight=0 8803.84 3544.62 1839.57 544.13 5259.22 498.931 4932.27 441.683 192.05 249.633
internal_count=4780 4550 1411 911 248 3139 215 2956 195 62 133
is_linear=0
shrinkage=0.06


Tree=46
num_leaves=12
num_cat=0
split_feature=58 140 25 85 58 133 56 104 28 70 105
split_gain=2.606 2.12439 1.77805 1.53871 1.58123 1.41603 1.91389 1.38088 1.37413 1.3241 2.89813
threshold=0.0045489775948226461 0.00060774214216507982 0.00042089859198313212 0.002945306478068233 0.004017772153019906 0.015675474889576439 0.0026012937305495147 0.0056525857653468856 0.00747153488919139 0.0005375427135732026 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 9 -2 -7 -6 -5 -4 -11
right_child=5 2 3 8 7 6 -8 -9 -10 10 -12
leaf_value=0.0029272371229756085 -0.0020656281969690877 -0.0023271665765304821 -0.0021653025417389948 0.0013224781322598257 0.0092268062249789666 5.8313893751215684e-05 0.011482533542515366 -0.0035240277587296363 0.0060431130861096196 0.0040142808105304607 -0.0013962740293806048
leaf_weight=1215.0628207921982 2463.2499704360962 873.81089293956757 1106.1442933082581 1464.3450934886932 110.36357998847961 416.89346170425415 60.346337556838989 42.216995000839233 261.57542324066162 557.09438824653625 988.89634609222412
leaf_count=340 1580 591 575 515 48 243 14 25 72 247 530
internal_value=0 0.000660452 0.000150774 0.000628728 -0.000238671 -0.00148609 0.00150499 0.00569882 0.00203823 -0.000580465 0.000553541
internal_weight=0 6619.51 5404.45 4530.64 2804.72 2940.49 477.24 152.581 1725.92 2652.14 1545.99
internal_count=4780 2943 2603 2012 1425 1837 257 73 587 1352 777
is_linear=0
shrinkage=0.06


Tree=47
num_leaves=12
num_cat=0
split_feature=86 57 149 37 29 19 128 84 7 81 130
split_gain=2.37685 1.99049 1.86712 1.46349 1.43132 1.28839 1.25576 1.60219 1.09467 1.08567 1.00456
threshold=0.000490355829242617 0.00038414125447161501 0.0026012937305495147 0.0018488886416889729 0.0068083447404205808 0.0084566329605877417 0.028884131461381916 0.013439828064292671 0.0062037324532866487 0.0013146653072908523 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 8 -4 -2 7 -1 -3 -8 -7
right_child=1 3 4 -5 -6 10 9 -9 -10 -11 -12
leaf_value=-0.0010263815579797371 0.0031606667415690678 -0.0017828386427466867 0.0010363982104196125 0.0014448746113384227 -0.0039947535196753255 0.00067155068409324844 -0.0028733373299588247 -0.010979901919246813 -0.0078266350460617327 0.003951728010368449 -0.0081105672526188676
leaf_weight=4700.5420897006989 2078.8244743347168 379.14901554584503 610.55127000808716 362.17978894710541 305.26291358470917 421.49321699142456 112.77539837360382 58.850399374961853 150.74372601509094 326.96927905082703 52.658030867576599
leaf_count=2778 644 230 295 163 225 179 33 41 80 90 22
internal_value=0 0.0010332 0.00168326 -0.00149443 -0.000640859 0.00251697 -0.000866235 -0.00114969 -0.00350333 0.00220114 -0.000305274
internal_weight=0 4360.86 3468.79 892.073 915.814 2552.98 5199.14 4759.39 529.893 439.745 474.151
internal_count=4780 1838 1365 473 520 845 2942 2819 310 123 201
is_linear=0
shrinkage=0.06


Tree=48
num_leaves=12
num_cat=0
split_feature=117 86 57 80 135 118 7 19 94 47 75
split_gain=1.98301 1.84003 1.98247 1.23104 2.45422 1.54276 1.90689 1.46305 1.45445 1.16232 1.1543
threshold=0.0095705352723598498 0.000490355829242617 0.00040826165059115743 0.0054799309000372895 0.0015833032084628942 0.00064626874518580746 0.0020292587578296666 0.0022272822679951791 0.0016846025246195497 0.013439828064292671 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 -5 -3 8 -6 -7 10 -1
right_child=-2 2 -4 4 7 6 -8 -9 -10 -11 -12
leaf_value=-0.0021752492534201162 -0.001331156796368713 0.00088140415955097434 -0.0018648757052699548 -0.0032116412124232022 0.013950704683455049 0.012063076284824909 0.0028595217862167508 0.00084657808925822436 0.0039579145297519392 -0.0023457350521472967 0.00085606506510757139
leaf_weight=571.87058937549591 2833.6930354833603 869.26711189746857 497.3179315328598 337.3950492143631 54.95281994342804 166.00839865207672 1019.5681635141373 69.291435241699219 153.50154376029968 827.00431978702545 2160.1292043924332
leaf_count=394 1727 314 256 180 21 47 295 38 54 568 886
internal_value=0 0.000561062 0.00161299 0.00226083 -0.000556899 0.00284985 0.00412752 0.00664905 0.00817159 -0.000375108 0.000221485
internal_weight=0 6726.31 3167.3 2669.98 461.639 2208.35 1339.08 124.244 319.51 3559 2732
internal_count=4780 3053 1205 949 239 710 396 59 101 1848 1280
is_linear=0
shrinkage=0.06


Tree=49
num_leaves=12
num_cat=0
split_feature=139 98 130 86 17 39 124 54 118 98 39
split_gain=1.74413 1.61116 1.68746 1.43818 1.59102 2.02756 1.21101 1.16489 1.00126 1.50139 1.27664
threshold=0.0013986918493174019 0.0062037324532866487 0.00090704852482303988 0.00017767510871635753 0.0018488886416889729 0.0048403022810816774 0.00073092587990686308 0.00046126570669002836 0.00064626874518580746 0.00043393640953581786 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 -4 -7 9 -5 -10
right_child=-2 -3 6 4 -6 7 -8 -9 10 -11 -12
leaf_value=-0.00043036381275193749 0.0027652905004166809 -0.0016484508001704922 0.0044616177498550949 0.0058912782365195199 -0.00033214706772257362 0.0043696635197813093 -0.0054569668145666404 -0.0027888628817354182 0.0033889631947144412 -0.00069946917033734653 0.0084643620966170872
leaf_weight=3231.8160415887833 756.15589129924774 2188.6029000282288 52.429060816764832 190.33010971546173 1184.9659727811813 107.95685017108917 283.93816745281219 337.16607916355133 616.5350227355957 358.9691196680069 251.13438737392426
leaf_count=1693 230 1461 19 55 567 32 132 177 187 152 75
internal_value=0 -0.000237338 0.000229536 0.00045136 0.00138653 0.00248019 -0.00391011 -0.00105209 0.00358981 0.00158486 0.00485877
internal_weight=0 8803.84 6615.24 6278.87 3047.06 1862.09 336.367 445.123 1416.97 549.299 867.669
internal_count=4780 4550 3089 2938 1245 678 151 209 469 207 262
is_linear=0
shrinkage=0.06


Tree=50
num_leaves=12
num_cat=0
split_feature=29 129 141 69 97 72 46 143 49 81 60
split_gain=1.65161 2.17744 1.72161 2.04209 1.55555 1.909 1.52738 1.27387 1.33065 1.24964 1.17948
threshold=0.00057154725072905432 0.007706565549597145 0.0016331639490090313 0.00099512818269431613 0.0030382014811038975 0.024066280573606495 0.0045489775948226461 0.0034400182776153092 0.0010585968848317864 0.00017767510871635753 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 4 7 5 -3 -5 8 -4 -1 -8
right_child=1 2 3 6 -6 -7 10 -9 -10 -11 -12
leaf_value=-0.0028991704043096643 -0.00086874474086821472 -0.0012687876445692126 0.0043294882749778637 0.004223953922948164 -0.0046235910930342173 0.0073270645387422933 0.001629057594689214 0.0069126708115057377 -0.0051804762263564265 0.0025940668632139729 -0.0055810631897210104
leaf_weight=169.90597808361053 6244.7977386713028 322.71552312374115 184.24968194961548 193.31180894374847 258.47160613536835 130.55874156951904 143.28947794437408 436.64594888687134 74.227012753486633 1212.0760329961777 189.75005173683167
leaf_count=67 3641 143 53 63 109 33 60 129 25 363 94
internal_value=0 -0.000324015 0.00143556 0.00280225 -0.000909984 0.00120819 -1.712e-05 0.00493679 0.00159755 0.00191855 -0.00247937
internal_weight=0 8178.02 1933.22 1221.47 711.746 453.274 526.351 695.123 258.477 1381.98 333.04
internal_count=4780 4350 709 424 285 176 217 207 78 430 154
is_linear=0
shrinkage=0.06


Tree=51
num_leaves=12
num_cat=0
split_feature=86 117 110 78 122 86 39 93 15 31 117
split_gain=1.80389 1.2942 1.5132 1.2065 1.36007 1.7335 1.80764 1.86906 1.79059 1.30935 1.26427
threshold=0.0058306583669036635 0.0063990866765379914 0.0072436286136507997 0.029773407615721229 0.0013560238294303419 0.00017767510871635753 0.010829726699739696 0.0038949446752667431 0.016668972559273246 0.0046923852059990176 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 9 -9 -7 -11
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 10 -12
leaf_value=-0.0007321656634137571 0.0030960971353309807 -0.0011109918877983105 -0.0032600082004067923 0.0024219553796124274 -0.0029899622306488469 0.0025928521832286628 -0.0039327087878004994 0.00453111094211442 0.016245374349491679 0.00076032244184092346 -0.0082298540388299046
leaf_weight=1813.9722304344177 632.59854626655579 3537.2672166824341 384.65447390079498 1078.6424443721771 439.15444231033325 970.68559420108795 169.21397936344147 221.87709879875183 59.54239809513092 167.72821831703186 84.662960052490234
leaf_count=964 180 2169 240 370 224 338 89 80 19 54 53
internal_value=0 -0.000219233 0.000365992 0.000644697 0.000156462 0.000552721 0.00194525 0.00260657 0.00701449 0.00159186 -0.00225744
internal_weight=0 8927.4 5390.13 5005.48 3926.84 3487.68 1673.71 1504.5 281.419 1223.08 252.391
internal_count=4780 4600 2431 2191 1821 1597 633 544 99 445 107
is_linear=0
shrinkage=0.06


Tree=52
num_leaves=12
num_cat=0
split_feature=111 36 67 87 129 141 18 82 15 79 81
split_gain=1.48078 1.31345 2.11194 1.34326 1.37824 1.60813 1.37576 1.66891 1.53677 1.53328 1.75428
threshold=0.0023699469165876512 0.013439828064292671 0.0016331639490090313 0.0092791137285530585 0.059226244688034065 0.0023699469165876512 0.0031340263085439806 0.0010918468469753864 0.034632634371519096 0.0011261500185355546 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 7 9 -8 -1 -11
right_child=-2 2 -4 -5 5 -7 8 -9 -10 10 -12
leaf_value=-0.0014276236009404734 0.0035718310483528735 -0.0037624776601608624 0.0047702309578704213 -0.0030708383101775709 0.00042558695240021434 0.0079208940020041394 0.00096602156803249849 -0.0017770425285744129 0.010401736616604018 0.0031786401212354726 -0.00031623206292772141
leaf_weight=1296.1029608249664 400.28041160106659 138.6998997926712 421.73236417770386 602.61872756481171 289.45380294322968 159.92797088623047 1255.4073468446732 2823.9389097690582 65.276826500892639 910.91422605514526 1195.646155834198
leaf_count=796 103 62 120 393 80 45 589 1739 32 316 505
internal_value=0 -0.000155947 0.0026582 -0.000339379 -0.000133504 0.00309422 -0.000325728 -0.000698809 0.00143315 0.000196065 0.00119509
internal_weight=0 9159.72 560.432 8599.29 7996.67 449.382 7547.29 6226.6 1320.68 3402.66 2106.56
internal_count=4780 4677 182 4495 4102 125 3977 3356 621 1617 821
is_linear=0
shrinkage=0.06


Tree=53
num_leaves=12
num_cat=0
split_feature=58 111 108 77 84 59 47 81 69 66 16
split_gain=1.66602 1.46002 1.33232 1.55847 1.3873 1.38462 1.3182 1.46387 1.87176 1.28302 0.976579
threshold=0.0045489775948226461 0.0035485138650983576 0.0060143163427710542 0.0013146653072908523 0.0028552538715302949 0.00017767510871635753 0.016164712607860569 0.0013146653072908523 0.0014881226234138014 0.00039601318712811922 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 -5 7 9 -9 -7 -6
right_child=1 -3 4 5 10 6 -8 8 -10 -11 -12
leaf_value=-0.00092031561074336192 -0.0013547545077178223 0.009541555767283506 -0.00015434005545919758 0.0041924717538287613 -0.0028055593964857509 -0.0036274031285751817 -0.0065806630734444619 0.0029250122419450875 -0.00064890587134073087 0.0058137861161028353 -0.011351780622714452
leaf_weight=1089.2666531801224 2895.6319862604141 44.857783436775208 1638.4488532543182 643.15661144256592 206.03745675086975 323.40752184391022 77.778592824935913 1764.5859316587448 752.46692764759064 61.608217120170593 62.753067374229431
leaf_count=649 1824 13 870 163 121 121 56 581 337 15 30
internal_value=0 -0.00118821 0.000528084 0.00106962 -0.000809881 0.0016679 0.00112289 0.00132957 0.00185661 -0.00211556 -0.00480428
internal_weight=0 2940.49 6619.51 4712.27 1907.24 3623 2979.85 2902.07 2517.05 385.016 268.791
internal_count=4780 1837 2943 1922 1021 1273 1110 1054 918 136 151
is_linear=0
shrinkage=0.06


Tree=54
num_leaves=12
num_cat=0
split_feature=86 69 53 97 17 108 89 58 40 102 100
split_gain=1.40213 2.12487 1.42216 1.11346 1.0825 1.1764 1.24349 1.31748 1.15751 1.49475 1.66948
threshold=0.00066645268816500913 0.0011261500185355546 0.0011980500421486797 0.0051502294372767219 0.02636832278221846 0.0098710241727530974 0.00085274505545385193 0.0020932231564074759 0.013439828064292671 0.0022272822679951791 0.00070876078098081063
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=-0.00058286897580383005 0.0030131932324174091 0.0023754516976812307 -0.00076758430532591047 -0.0056270195872820681 -0.0051325279352067987 -0.0026872270634101729 0.0029321357513812565 -0.0023291772029303019 0.001309986054716209 0.0020773457546029179 0.013283318844518549
leaf_weight=5815.768864274025 192.96580958366394 468.07590866088867 1242.5443154573441 196.51738965511322 66.767676115036011 137.32099092006683 795.05536484718323 218.32043015956879 189.9841103553772 66.655735373497009 170.0230073928833
leaf_count=3239 74 168 669 105 36 75 196 80 66 19 53
internal_value=0 0.000905751 -0.000497093 -0.00143153 0.00236203 0.00264496 0.00309349 0.00179853 0.00521071 0.00693486 0.0101296
internal_weight=0 3744.23 1907.14 1439.06 1837.09 1770.33 1633 1013.38 619.629 429.645 236.679
internal_count=4780 1541 942 774 599 563 488 276 212 146 72
is_linear=0
shrinkage=0.06


Tree=55
num_leaves=12
num_cat=0
split_feature=86 135 2 79 15 19 65 60 72 3 39
split_gain=1.30874 1.06917 1.24871 1.44269 1.20491 1.22023 1.60761 1.28596 1.18339 1.18011 1.15318
threshold=0.0058306583669036635 0.00064626874518580746 0.015200819820165636 0.0019672545604407792 0.034632634371519096 0.0084566329605877417 0.0063990866765379914 0.00085274505545385193 0.045367386192083366 0.0015833032084628942 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 10 -8 9 -3 -7
right_child=-2 8 -4 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.0006686029948566566 0.0026371627101288613 -0.00064265735458309719 -0.0061117092037463018 0.0020773652043451292 -0.0066972474396623464 0.0031762166620956157 0.010879551345626192 -0.0011568780178000807 0.0031097251726649316 -0.0032957321125405398 -0.003887993904649327
leaf_weight=2384.5860288143158 632.59854626655579 2262.2498548030853 106.57285273075104 2423.444801568985 66.421676754951477 105.08709168434143 66.655735373497009 61.26221776008606 230.02334558963776 823.1270946264267 397.97035682201385
leaf_count=1326 180 1525 76 841 47 41 19 26 78 424 197
internal_value=0 -0.00018673 0.000317956 0.000442529 0.00129152 0.00146546 -0.000884703 0.00511869 -0.001041 -0.00135054 -0.00241196
internal_weight=0 8927.4 5612 5505.43 3120.84 3054.42 630.975 127.918 3315.4 3085.38 503.057
internal_count=4780 4600 2573 2497 1171 1124 283 45 2027 1949 238
is_linear=0
shrinkage=0.06


Tree=56
num_leaves=12
num_cat=0
split_feature=58 67 72 23 22 137 58 97 102 0 7
split_gain=1.35718 1.11125 1.41827 1.8333 1.51427 1.27745 1.36606 1.55513 1.27457 1.17824 1.13402
threshold=0.0045489775948226461 0.0044099434744566688 0.019431582652032379 0.020035739988088611 0.00037263428384903824 0.0011261500185355546 0.004017772153019906 0.0079489401541650313 0.0066005610860884198 0.00017767510871635753 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 9 6 7 -6 10 -1 -3
right_child=-2 8 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0026630436004828426 -0.0010724466876140821 0.0096428852914259306 0.0013562414033292107 0.010375415164522651 -0.0009935036911212702 -0.0061724016729184242 0.0058813979863372541 -0.0083585176733778858 -0.00078775899404748013 0.00090108876740141062 0.0028334809944319736
leaf_weight=381.09780526161194 2940.4897696971893 108.98975968360901 1112.6063404083252 87.420777797698975 1078.9528237581253 212.80479466915131 92.122296690940857 114.03218936920166 282.56943571567535 2691.614559173584 457.2990505695343
leaf_count=240 1837 30 349 27 576 132 42 65 83 1279 120
internal_value=0 0.000476619 0.00017844 0.00201409 -0.000303547 -0.00186765 -0.00115438 -0.00169813 0.00250342 0.00045897 0.00414551
internal_weight=0 6619.51 5770.65 1200.03 4570.62 1497.91 1285.11 1192.99 848.858 3072.71 566.289
internal_count=4780 2943 2710 376 2334 815 683 641 233 1519 150
is_linear=0
shrinkage=0.06


Tree=57
num_leaves=12
num_cat=0
split_feature=36 137 87 91 123 107 86 69 59 7 28
split_gain=1.09317 1.98299 1.23159 1.15212 1.10172 1.59208 1.34055 1.48841 1.80322 1.3927 1.289
threshold=0.013439828064292671 0.00040826165059115743 0.0092791137285530585 0.00017767510871635753 0.0026833302108570938 0.00046126570669002836 0.0005375427135732026 0.0012745757703669371 0.0022975050378590827 0.0020292587578296666 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 6 -6 -1 9 -9 -8 -7
right_child=1 -3 -4 -5 5 10 7 8 -10 -11 -12
leaf_value=-0.00039899015398676209 0.00069509952224018861 0.0047656654507711874 -0.0027827676854201445 -0.0089618435596265436 0.0014495354943795584 -0.0048755980042777805 0.0053322134643415372 0.0037156115246237097 -0.0011674170325688769 0.0013660046094834822 0.00052549939404477242
leaf_weight=4175.9309250116348 136.06419992446899 422.30733358860016 605.14248669147491 65.963736653327942 383.75894796848297 540.10989594459534 467.3839099407196 353.58069062232971 1182.4269479513168 1001.896761059761 225.43376743793488
leaf_count=2444 43 112 395 41 104 273 190 128 658 312 80
internal_value=0 0.00242723 -0.000169461 -0.00246084 2.04052e-05 -0.00170429 0.00029645 0.00126276 -4.32014e-05 0.00262795 -0.00328525
internal_weight=0 624.335 8935.66 202.028 8330.52 1149.3 7181.22 3005.29 1536.01 1469.28 765.544
internal_count=4780 196 4584 84 4189 457 3732 1288 786 502 353
is_linear=0
shrinkage=0.06


Tree=58
num_leaves=12
num_cat=0
split_feature=102 104 16 92 19 87 146 69 110 142 73
split_gain=1.17297 1.76992 1.41594 1.06997 1.41499 1.3419 1.06319 1.0174 1.00323 2.51376 1.43896
threshold=0.0012357163941487672 0.012636432424187662 0.001792412775103003 0.4073652476072312 0.0084566329605877417 0.00017767510871635753 0.0021592099219560628 0.00747153488919139 0.0058306583669036635 0.018276390619575981 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 8 6 -6 -7 9 -2 -11
right_child=1 -3 -4 -5 5 7 -8 -9 -10 10 -12
leaf_value=-0.0010753389453655709 0.0011773533819323411 -0.0020186974640874077 0.0048770228962346151 0.0074676980390717979 -0.0062618209878048973 -0.0035244163270355131 0.0030305490386163315 0.0016397868431608077 -0.001999152745883481 0.0022655014412796045 0.010323566364158992
leaf_weight=3558.5105534791946 3113.0365439653397 840.43214344978333 149.83293437957764 89.140597462654114 50.592211842536926 620.17818927764893 353.11766195297241 176.32731664180756 285.76992785930634 143.85935878753662 179.20216369628906
leaf_count=2059 1193 542 37 34 26 359 153 89 156 83 49
internal_value=0 0.000529206 -0.000834713 0.000956547 0.000838478 -0.000952914 0.00186478 -0.00238112 0.00141617 0.00170026 0.00673712
internal_weight=0 5851.66 3708.34 5011.22 4922.08 1200.22 403.71 796.506 3721.87 3436.1 323.062
internal_count=4780 2684 2096 2142 2108 627 179 448 1481 1325 132
is_linear=0
shrinkage=0.06


Tree=59
num_leaves=12
num_cat=0
split_feature=97 82 19 32 72 135 138 45 11 123 128
split_gain=0.948558 1.18599 1.30823 1.53084 1.4305 1.36577 1.27954 1.27077 1.25861 1.24102 1.02333
threshold=0.091400381177663817 0.0020292587578296666 0.0084566329605877417 0.00087947337306104611 0.0062037324532866487 0.0027679565828293566 0.022641776129603389 0.0022975050378590827 0.064669914543628707 0.0026833302108570938 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 10 -6 -3 -4 -5
right_child=-2 8 9 5 7 -7 -8 -9 -10 -11 -12
leaf_value=-0.0010895610080837092 -0.0057040881034546159 -0.0011445096145188528 -0.00058701536965623908 0.00053299124600746691 -0.0004864406064497385 -0.0022987012287879255 -0.0019694382615341203 0.0043098031586483202 0.007542340140949841 -0.0070578781993293933 0.0035401426358905187
leaf_weight=1725.8543653488159 103.70818281173706 2797.2155574560165 1277.1900330781937 538.5020170211792 385.93670773506165 248.25445175170898 221.9941281080246 410.14138948917389 61.26221776008606 116.3269784450531 1673.6135737895966
leaf_count=990 54 1684 688 283 117 146 66 139 26 64 523
internal_value=0 6.27563e-05 0.000505037 0.000942223 -0.000119054 0.00193999 0.00237237 0.00198483 -0.000958078 -0.00112765 0.00280816
internal_weight=0 9456.29 6597.81 5204.3 2521.93 2682.36 2434.11 796.078 2858.48 1393.52 2212.12
internal_count=4780 4726 3016 2264 1246 1018 872 256 1710 752 806
is_linear=0
shrinkage=0.06


Tree=60
num_leaves=12
num_cat=0
split_feature=84 69 75 141 39 97 111 58 19 143 78
split_gain=1.00333 1.08841 1.64593 1.32899 1.50677 1.12011 1.10448 1.05896 1.8518 1.33588 1.30364
threshold=0.0084566329605877417 0.0014881226234138014 0.00017767510871635753 0.016668972559273246 0.00052132029668428015 0.0063990866765379914 0.0061104861088097104 0.011519505176693203 0.0034400182776153092 0.028020657598972324 0.048151826485991485
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 6 -3 8 -4 -9 -10
right_child=-2 5 3 4 -6 -7 -8 9 10 -11 -12
leaf_value=-0.0015410419039527965 -0.0033738777220380929 -0.00055478647365451181 0.00191554820308583 0.0097421580707610627 0.0021740656399151328 -0.0039766350670666188 0.0093498411107782713 -0.0027529111010528929 -0.0016498845316934168 0.0096914451447980051 0.0031080150962527137
leaf_weight=1102.4349753856659 306.9979989528656 2601.7463430166245 2661.6093053817749 118.28085672855377 474.03930711746216 357.9311215877533 41.072144746780396 469.77537405490875 1139.6451606750488 33.154868006706238 253.31214714050293
leaf_count=806 139 1484 948 43 184 185 10 299 579 15 88
internal_value=0 0.000112105 0.000562924 0.00101335 0.00368673 -0.000827191 -0.00040051 0.000665824 0.000987946 -0.00193077 -0.00078449
internal_weight=0 9253 6252.25 5149.82 592.32 3000.75 2642.82 4557.5 4054.57 502.93 1392.96
internal_count=4780 4641 2962 2156 227 1679 1494 1929 1615 314 667
is_linear=0
shrinkage=0.06


Tree=61
num_leaves=12
num_cat=0
split_feature=58 142 133 29 108 0 133 29 86 112 149
split_gain=0.967162 1.00573 1.20554 1.11795 1.1011 0.960806 1.38261 0.928757 0.982721 1.29974 1.43663
threshold=0.0045489775948226461 0.036783467978239066 0.012252715881913902 0.00057154725072905432 0.0038949446752667431 0.00017767510871635753 0.00055427959887310873 0.010180860292166473 0.00066645268816500913 0.00093549740267917525 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -3 -1 -7 8 9 10 -8
right_child=1 4 3 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.002132387703452815 -0.0017999240550487493 0.010809084621223975 0.010842390900167797 0.00050509545197069069 -0.0012205416436340197 0.0033416294069809498 0.00027049289262694734 -0.0012790795633374134 0.0015606176672289679 0.0028681674676997197 -0.0033733079476976854
leaf_weight=497.77078306674957 2180.3498010635376 54.148880481719971 40.039235234260559 610.6581221818924 55.293730735778809 600.81240999698639 1192.3286343812943 1066.7767025232315 2283.8239330053329 399.57823574542999 578.41913437843323
leaf_count=293 1415 26 12 343 41 214 446 665 798 187 340
internal_value=0 -0.000905321 -0.00112355 0.00114275 0.00473579 0.000402357 0.000608494 0.000311007 0.000691855 -0.000222369 -0.000919887
internal_weight=0 2940.49 2831.05 650.697 109.443 6619.51 6121.74 5520.93 4454.15 2170.33 1770.75
internal_count=4780 1837 1770 355 67 2943 2650 2436 1771 973 786
is_linear=0
shrinkage=0.06


Tree=62
num_leaves=12
num_cat=0
split_feature=84 117 17 71 86 11 130 128 74 39 106
split_gain=0.889029 1.01931 1.01694 1.67964 1.0639 1.01163 0.995847 0.911874 1.17645 1.2061 1.07167
threshold=0.0084566329605877417 0.0063990866765379914 0.014740333426743748 0.001792412775103003 0.00066645268816500913 0.064669914543628707 0.00055427959887310873 0.00046126570669002836 0.00073092587990686308 0.0041444667149335155 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -3 -6 -8 10 -10 -9
right_child=-2 5 3 -5 6 -7 7 8 9 -11 -12
leaf_value=0.00012298653612288687 -0.0031758648146218865 -0.00084332238352957884 -0.011690683156679708 -0.00059867728827560612 0.0027368050090644169 0.0050073773007761543 0.0060803791200391257 0.0018847893493381734 -0.0036721269995589191 0.0030545613117475604 -0.0090982428806968395
leaf_weight=3141.8918589353561 306.9979989528656 3572.264022231102 59.883308887481689 272.11822271347046 1454.8250263929367 109.55964052677155 75.717862367630005 47.152572512626648 147.99608540534973 272.47439920902252 99.11860466003418
leaf_count=1540 139 2146 39 148 499 53 29 12 44 75 56
internal_value=0 0.000105545 0.000617483 -0.00260227 0.000821561 -0.000669092 0.00186802 -9.94225e-05 -0.000925984 0.000686609 -0.00555884
internal_weight=0 9253 5571.18 332.002 5239.18 3681.82 2097.28 642.46 566.742 420.47 146.271
internal_count=4780 4641 2442 187 2255 2199 715 216 187 119 68
is_linear=0
shrinkage=0.06


Tree=63
num_leaves=12
num_cat=0
split_feature=86 123 88 17 127 106 49 53 125 78 18
split_gain=0.868419 0.942609 1.29253 1.45391 0.931966 1.6923 1.28825 0.985116 0.967742 0.980458 0.911676
threshold=0.0079489401541650313 0.0026833302108570938 0.0095705352723598498 0.0025217677466571335 0.00099512818269431613 0.00017767510871635753 0.01693275943398476 0.0072436286136507997 0.0036604277556762104 0.0079489401541650313 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 8 10 -7 9 -6 -1
right_child=-2 2 3 -5 5 7 -8 -9 -10 -11 -12
leaf_value=-0.00086627432977401712 0.002619904647780827 -0.0041546940287156197 0.00093814295513881623 -0.0054290218184936418 0.0035610160080330341 0.0015171070055050528 -0.0099475238832229477 -0.0010633914869682994 -0.000106761575275592 0.013481343246701926 0.000765159294919756
leaf_weight=3200.1316689252853 434.69715917110443 464.39203357696533 704.41374063491821 157.9740926027298 66.080765962600708 1517.7816209793091 49.55930233001709 820.35909974575043 60.000338196754456 78.587620854377747 2006.0221598148346
leaf_count=1806 119 244 220 66 27 687 28 512 25 20 1026
internal_value=0 -0.000124701 -0.00160307 -0.000228702 0.000126833 0.00106979 -0.0003294 0.000611708 0.00630013 0.00895558 -0.000237652
internal_weight=0 9125.3 1326.78 862.388 7798.52 2542.81 5255.71 2338.14 204.669 144.668 5206.15
internal_count=4780 4661 530 286 4131 1271 2860 1199 72 47 2832
is_linear=0
shrinkage=0.06


Tree=64
num_leaves=12
num_cat=0
split_feature=102 106 36 81 45 74 31 110 128 51 26
split_gain=0.923703 1.2965 1.24884 1.16458 1.72739 1.27708 0.947483 1.2232 0.997074 0.816871 0.910056
threshold=0.0012357163941487672 0.00017767510871635753 0.00017767510871635753 0.0048403022810816774 0.010180860292166473 0.00073092587990686308 0.0046923852059990176 0.00899649551138282 0.0048403022810816774 0.010829726699739696 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 8 9 10 -2
right_child=3 -3 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0016140453385291933 0.0044668101058001957 -0.0013023319522736912 0.0034425300824457114 -0.00041977469839375107 -0.00017414038146196581 -0.0070342897497365194 -0.00043952045391773721 -0.0030725130818588355 0.001731595285240942 0.00030943927417038394 0.010388650409150931
leaf_weight=285.4239284992218 579.46730959415436 2965.2795979976654 457.63996136188507 2781.0960674285889 629.92213785648346 115.52303898334503 436.17783164978027 124.93116533756256 938.80278289318085 134.33929169178009 111.39648950099945
leaf_count=167 245 1789 140 1333 409 69 185 68 262 67 46
internal_value=0 -0.000740735 0.00150025 0.000469618 0.00127515 -0.00123807 0.00208093 0.00266292 0.00306927 0.0045907 0.00542303
internal_weight=0 3708.34 743.064 5851.66 3070.56 745.445 2325.11 1888.94 1764.01 825.203 690.864
internal_count=4780 2096 307 2684 1351 478 873 688 620 358 291
is_linear=0
shrinkage=0.06


Tree=65
num_leaves=12
num_cat=0
split_feature=97 36 137 40 35 58 39 72 142 21 91
split_gain=0.827444 0.930421 1.48027 1.27779 1.01863 1.35681 1.02283 1.6615 1.21472 1.66962 1.04701
threshold=0.091400381177663817 0.013439828064292671 0.00040826165059115743 0.0017376682371832433 0.044033329933881767 0.0020932231564074759 0.0048403022810816774 0.0042751494329422721 0.015675474889576439 0.0026012937305495147 0.020035739988088611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 7 -1 -9 -10 -8
right_child=-2 2 -4 -5 5 -7 10 8 9 -11 -12
leaf_value=-0.00046852279690656572 -0.0053275147512614708 0.0031289959178909563 0.0043759152246964127 -0.0066631549668658575 0.00025301385110925459 -0.010757915046934737 -0.0013311695193556833 0.0010651574603492281 0.0079587745443158407 -0.002397886227104129 0.0050545366389928448
leaf_weight=3554.1346796751022 103.70818281173706 91.435386538505554 410.14647805690765 100.72648358345032 87.649747848510742 74.450894236564636 2274.0087444782257 2481.3640550374985 209.71624326705933 76.404772520065308 96.253934741020203
leaf_count=2157 54 33 108 46 30 59 1182 963 76 38 34
internal_value=0 5.8598e-05 0.00234027 -0.0020046 -9.66412e-05 -0.00480769 -8.72751e-06 0.000389821 0.00149212 0.0051933 -0.00107165
internal_weight=0 9456.29 602.308 192.162 8853.98 162.101 8691.88 6321.62 2767.49 286.121 2370.26
internal_count=4780 4726 187 79 4539 89 4450 3234 1077 114 1216
is_linear=0
shrinkage=0.06


Tree=66
num_leaves=12
num_cat=0
split_feature=102 102 19 87 9 146 111 84 92 83 69
split_gain=0.790427 1.1558 1.34639 1.18091 1.20592 1.01187 0.952302 0.951721 1.6069 0.937442 0.886489
threshold=0.0012357163941487672 0.0022272822679951791 0.0016846025246195497 0.0026833302108570938 0.00037263428384903824 0.0028552538715302949 0.0020292587578296666 0.0084566329605877417 0.4073652476072312 0.00040826165059115743 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -6 9 8 10 -1 -3
right_child=1 7 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.002785733293171271 0.0036033185447112061 0.00068191723988138752 0.00054724847531525381 -0.0014957417866767 0.01746377216383338 0.0065733063272064548 0.0049453402492566946 -0.0033728281068607625 0.0096719583162019184 -0.0011069982550613588 -0.001163886854373946
leaf_weight=238.39856243133545 247.91862952709198 2813.5894681215286 814.98084783554077 92.580236792564392 49.676331639289856 80.765380620956421 104.97515094280243 284.5131368637085 63.5570068359375 3364.9697744846344 1404.0750766992569
leaf_count=79 95 1184 426 48 14 33 24 124 25 1993 735
internal_value=0 0.000434415 0.00202326 0.00457689 0.00606279 0.0107309 -0.00068522 -1.31106e-05 0.000210237 -0.000849385 6.74297e-05
internal_weight=0 5851.66 1285.92 470.941 378.36 130.442 3708.34 4565.73 4281.22 3603.37 4217.66
internal_count=4780 2684 616 190 142 47 2096 2068 1944 2072 1919
is_linear=0
shrinkage=0.06


Tree=67
num_leaves=12
num_cat=0
split_feature=87 123 82 123 107 141 83 97 128 148 94
split_gain=0.70418 0.871561 1.05388 1.0191 1.19413 1.04895 1.18265 0.970187 1.49972 1.29356 0.932718
threshold=0.0092791137285530585 0.0026833302108570938 0.001792412775103003 0.00017767510871635753 0.010829726699739696 0.010829726699739696 0.0072436286136507997 0.0030382014811038975 0.020035739988088611 0.0005893622583243997 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 7 -1 -7 9 -9 -5 -11
right_child=-2 2 -4 4 -6 6 -8 8 -10 10 -12
leaf_value=-0.00060939661048552889 -0.0019195646458710751 -0.00021407901779640009 -0.0039148298799127198 -0.0049138367897253376 -0.0030276985793538875 0.0042306884105581749 -0.0004197434591100567 -0.0017066961619130083 0.004161133707450148 0.0042311384871083829 0.0015348338414207412
leaf_weight=3693.872577548027 641.62505328655243 987.09511709213257 385.00556182861328 86.382779717445374 219.57213258743286 376.63543355464935 412.30388355255127 604.0230792760849 211.67012155056 757.06668293476105 1184.7471798658371
leaf_count=2186 407 320 198 60 143 166 245 225 55 273 502
internal_value=0 0.000138252 -0.0012527 0.000391176 0.00123461 -0.000185225 0.0018006 0.00156379 -0.000183687 0.00226656 0.00258622
internal_weight=0 8918.37 1372.1 7546.27 3063.46 4482.81 788.939 2843.89 815.693 2028.2 1941.81
internal_count=4780 4373 518 3855 1258 2597 411 1115 280 835 775
is_linear=0
shrinkage=0.06


Tree=68
num_leaves=12
num_cat=0
split_feature=111 39 55 30 139 98 86 67 127 72 1
split_gain=0.750623 0.895311 1.01963 1.57456 0.96614 0.950418 1.16285 1.08253 1.01766 1.09926 1.06643
threshold=0.0031340263085439806 0.0048403022810816774 0.00099512818269431613 0.0031340263085439806 0.0015349716995842757 0.0022975050378590827 0.0012745757703669371 0.00096484774257987748 0.00099512818269431613 0.0010263677686452868 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 8 -7 -8 -1 -10 -11
right_child=-2 2 -4 4 -6 6 7 -9 9 10 -12
leaf_value=0.00021645064847765499 0.0027053126833229547 -0.0008099009019965108 0.0017267284567001986 -0.0064627025057062901 0.0010568045110232495 -0.0010524224797186365 0.0046806347755579195 -0.0018908598534532139 -0.00084488258128394853 0.0051563306758936342 0.00096984216511354681
leaf_weight=2688.9890364408493 355.42262816429138 1636.596738576889 387.19858729839325 320.87867414951324 76.063861727714539 2502.4852662086487 263.290154337883 137.20905017852783 296.3229044675827 513.50866150856018 382.03403973579407
leaf_count=1198 90 970 118 150 18 1597 110 58 170 173 128
internal_value=0 -0.000104373 -0.00109495 -0.00163228 -0.00502188 0.000249115 -0.000572004 0.00242936 0.000863334 0.00232264 0.0033707
internal_weight=0 9204.58 2420.74 2033.54 396.943 6783.84 2902.98 400.499 3880.85 1191.87 895.543
internal_count=4780 4690 1256 1138 168 3434 1765 168 1669 471 301
is_linear=0
shrinkage=0.06


Tree=69
num_leaves=12
num_cat=0
split_feature=0 19 72 39 33 58 62 122 150 114 9
split_gain=0.696297 0.772244 0.814849 0.895095 0.886166 0.726345 1.22076 0.99875 1.22624 1.14749 1.57657
threshold=0.00017767510871635753 0.0016846025246195497 0.045367386192083366 0.00077738583786413084 0.011519505176693203 0.0053125319536775359 0.00077738583786413084 0.0005893622583243997 0.0032328735105693345 0.000490355829242617 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 6 7 8 -2 -10 -11
right_child=1 2 3 4 -6 -7 -8 -9 9 10 -12
leaf_value=-0.001861948280503552 0.0015207510770874424 -0.00054220562692327613 0.0090023718139651404 -8.9292694958413013e-05 0.0072952843955871247 -0.00059185434310238749 -0.0039303163940824625 -0.0014696756323268846 -0.0021422013099855561 0.0030298026832484511 0.012067518197418969
leaf_weight=672.02719211578369 1744.6197401285172 4909.7138949632645 58.051548480987549 369.41524410247803 69.408464550971985 935.42419862747192 147.64499747753143 313.19545602798462 59.079369425773621 156.25427293777466 125.16522395610809
leaf_count=417 599 2676 15 118 24 575 86 127 44 59 40
internal_value=0 0.000140921 -0.000307866 0.00200733 0.00108012 0.000837876 0.00136318 0.00168921 0.00216374 0.00545683 0.00705231
internal_weight=0 8887.97 5406.59 496.875 438.824 3481.38 2545.96 2398.31 2085.12 340.499 281.419
internal_count=4780 4363 2833 157 142 1530 955 869 742 143 99
is_linear=0
shrinkage=0.06


Tree=70
num_leaves=12
num_cat=0
split_feature=117 111 25 84 31 46 78 72 47 5 37
split_gain=0.648952 0.879567 0.838851 0.805313 0.799749 0.989756 0.81302 0.844972 0.745943 0.74411 1.21477
threshold=0.0095705352723598498 0.0020292587578296666 0.022641776129603389 0.013439828064292671 0.0056525857653468856 0.040252277627587325 0.037906534969806678 0.079227816313505187 0.0066005610860884198 0.00038414125447161501 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 9 6 7 -6 -5 -1 -11
right_child=1 -3 -4 8 5 -7 -8 -9 -10 10 -12
leaf_value=9.1943385314188756e-05 -0.00077239203636398344 0.0044842812997528472 -0.0064628725289453456 -0.0012143485193768155 -0.0019533520760406445 -0.0083564797394053061 0.0032114409171624387 0.0056304558141216507 -0.010823071772104734 -0.00025976964321749324 0.0025277280077172538
leaf_weight=3144.3240315914154 2626.6175806522369 110.48060929775238 96.594845533370972 90.977446436882019 752.80783843994141 63.668947577476501 163.94257962703705 56.789668917655945 42.674935102462769 895.05422973632812 1516.0668898820877
leaf_count=1401 1639 34 54 27 357 42 51 14 31 481 649
internal_value=0 -0.000761491 -0.000974469 0.000320978 0.000414483 -0.00111486 -0.000640448 -0.00142075 -0.00428819 0.000700027 0.00149299
internal_weight=0 2833.69 2723.21 6726.31 6592.65 1037.21 973.54 809.598 133.652 5555.45 2411.12
internal_count=4780 1727 1693 3053 2995 464 422 371 58 2531 1130
is_linear=0
shrinkage=0.06


Tree=71
num_leaves=12
num_cat=0
split_feature=84 105 18 58 21 25 78 99 123 17 101
split_gain=0.645383 0.744431 1.16614 0.940417 1.157 1.10862 1.36921 0.983495 0.914155 0.974276 1.00979
threshold=0.013439828064292671 0.0019672545604407792 0.00017767510871635753 0.0062037324532866487 0.0022975050378590827 0.0012745757703669371 0.0031340263085439806 0.00017767510871635753 0.0044099434744566688 0.0046923852059990176 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 -7 9 -8 -11
right_child=-2 -3 3 4 -6 6 8 -9 -10 10 -12
leaf_value=-0.00017414763930403174 -0.003970819061313172 -0.0005180596258235132 -0.00057157620950436044 -0.0042044771929336013 0.0021281797510522447 0.016685242268784619 0.0040016797756172919 0.0052414213004780465 -0.0013487399433474013 0.0045061380735410073 -0.0078315280567095961
leaf_weight=3104.7020279169083 145.00929760932922 4320.3041981458664 358.95894253253937 195.82539093494415 220.95104146003723 42.334024310112 820.74580764770508 74.913922905921936 179.6601037979126 42.791964411735535 53.802881121635437
leaf_count=1643 67 2192 214 127 130 11 253 34 55 17 37
internal_value=0 6.13028e-05 0.000552604 0.00168641 -0.000847559 0.00235772 0.00322366 0.00938407 0.00256444 0.00333089 -0.00236688
internal_weight=0 9414.99 5094.69 1989.98 416.776 1573.21 1214.25 117.248 1097 917.341 96.5948
internal_count=4780 4713 2521 878 257 621 407 45 362 307 54
is_linear=0
shrinkage=0.06


Tree=72
num_leaves=12
num_cat=0
split_feature=97 29 129 129 31 40 115 116 81 87 3
split_gain=0.719993 0.601372 0.998964 0.883644 1.08927 1.06131 0.959946 0.857009 1.15488 1.12961 1.22234
threshold=0.091400381177663817 0.00057154725072905432 0.0092791137285530585 0.0011261500185355546 0.00044738779251929378 0.00017767510871635753 0.0014427106943912806 0.0044099434744566688 0.0010263677686452868 0.0026833302108570938 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -5 -1 8 -4 10 -9
right_child=-2 2 7 5 -6 -7 -8 9 -10 -11 -12
leaf_value=-0.0020663655294008267 -0.004969580652892925 -0.00048141485470321022 -0.0028886987189055465 0.0060224704315388145 0.0087675866950492325 -0.00064455532326193382 0.0042152997913156047 0.0064111432298855657 0.0026919325852287419 -0.0072925979042716589 -0.0015349215551507338
leaf_weight=142.36850917339325 103.70818281173706 6424.1118431091309 152.46863424777985 96.599934101104736 103.13830196857452 773.59832370281219 227.27061641216278 91.435386538505554 1068.6644371747971 84.662960052490234 291.97247350215912
leaf_count=79 54 3707 56 23 31 210 73 33 348 53 113
internal_value=0 5.4659e-05 -0.000140015 0.00123066 0.00331839 9.61522e-05 0.00179598 0.0011583 0.00199496 -0.00102442 0.000361239
internal_weight=0 9456.29 8113.32 1342.98 472.777 870.198 369.639 1689.2 1221.13 468.071 383.408
internal_count=4780 4726 4310 416 183 233 152 603 404 199 146
is_linear=0
shrinkage=0.06


Tree=73
num_leaves=12
num_cat=0
split_feature=97 102 16 102 99 19 122 59 88 106 146
split_gain=0.636265 0.671928 0.998211 0.943848 1.23865 1.11724 0.98029 0.966604 1.22988 0.891545 0.842297
threshold=0.091400381177663817 0.0012357163941487672 0.004017772153019906 0.0022272822679951791 0.0022272822679951791 0.0016846025246195497 0.00090704852482303988 0.01884530205279589 0.00064626874518580746 0.00017767510871635753 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 6 7 8 -3 10 -1
right_child=-2 3 -4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0014345484379878798 -0.0046716930854608218 -0.00056719624518363908 0.0057275015850567074 4.5137589277494183e-05 -0.00043986517408103507 0.0012903760595329053 -0.0020133238241905917 0.014423628739892736 0.0083710571537953665 -0.0012002453306283554 0.0028538800995219818
leaf_weight=269.02458274364471 103.70818281173706 80.877321362495422 87.995747208595276 4494.1484642028809 500.87460017204285 422.97897803783417 49.330332279205322 53.461970329284668 175.87446510791779 2896.1001034975052 425.62485504150391
leaf_count=123 54 50 19 2031 256 214 25 17 52 1768 171
internal_value=0 5.13878e-05 -0.000582435 0.000454966 0.00188997 0.00338111 0.00583966 0.0070887 0.00555636 -0.000737223 0.00119309
internal_weight=0 9456.29 3678.75 5777.55 1283.4 782.523 359.544 310.214 256.752 3590.75 694.649
internal_count=4780 4726 2081 2645 614 358 144 119 102 2062 294
is_linear=0
shrinkage=0.06


Tree=74
num_leaves=12
num_cat=0
split_feature=36 137 95 37 130 19 101 98 84 143 139
split_gain=0.599962 1.31823 1.00266 0.636661 0.864814 0.704807 0.935761 1.05075 0.926923 0.839547 0.697276
threshold=0.013439828064292671 0.00040826165059115743 0.00017767510871635753 0.00038414125447161501 0.00043393640953581786 0.00017767510871635753 0.0014881226234138014 0.00066645268816500913 0.0019071503775194289 0.0056525857653468856 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 7 -5 -7 -9 -6
right_child=1 -3 -4 5 10 8 -8 9 -10 -11 -12
leaf_value=-0.00043973995028999196 0.003152467162646411 0.0037047869041604716 -0.0055299681372135865 0.00082618145953869296 -0.0056000177991205845 0.00046149647029845555 -0.0015080121826905484 0.0048776741524039014 -0.0018984951312140601 0.01419342238498438 0.00074871593367529111
leaf_weight=3622.3117960691452 77.783681392669678 422.30733358860016 124.24425518512726 163.59658026695251 216.24952256679535 3820.2386260032654 145.23826766014099 121.26255595684052 710.47381412982941 48.872392177581787 87.420777797698975
leaf_count=1994 25 112 59 62 115 1900 70 51 346 19 27
internal_value=0 0.00179816 -0.0021872 -0.000125538 -0.00069763 0.000322804 0.00251138 0.00426052 9.13858e-05 0.00756045 -0.0037727
internal_weight=0 624.335 202.028 8935.66 3925.98 5009.68 478.97 333.732 4530.71 170.135 303.67
internal_count=4780 196 84 4584 2136 2448 202 132 2246 70 142
is_linear=0
shrinkage=0.06


Tree=75
num_leaves=12
num_cat=0
split_feature=123 85 53 82 128 82 75 111 49 67 92
split_gain=0.652622 1.05473 1.02322 1.14985 1.59054 0.86441 0.836709 0.763019 1.00165 0.781095 0.758626
threshold=0.0026833302108570938 0.0034400182776153092 0.0011980500421486797 0.0020292587578296666 0.004017772153019906 0.00047558375808876013 0.011169348377734424 0.0031340263085439806 0.01693275943398476 0.0092791137285530585 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 6 5 -5 -4 10 8 9 -1 -3
right_child=1 2 3 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=5.6370137240817388e-05 -0.0039197699231535267 0.0051358338176609323 -0.0042754310389515934 -0.00091644349522422314 -0.013116872624639786 0.0020764211696319272 -0.0011011221912402595 0.0036843401181780875 -0.0088290648825785061 0.0034958362087061257 -0.0012787371116598086
leaf_weight=7589.2642736434937 373.07367634773254 246.66183853149414 122.29546546936035 83.518109798431396 71.240224957466125 208.45436370372772 263.41227221488953 221.30721795558929 44.740754127502441 245.28292965888977 90.748476386070251
leaf_count=4061 197 63 49 38 48 75 65 57 27 76 24
internal_value=0 -0.00116779 -0.000222418 -0.00227063 -0.00653754 -0.000272772 0.00143279 0.000210534 0.000112919 0.000164096 0.00341073
internal_weight=0 1459.4 1086.33 485.508 154.758 330.75 600.823 8100.6 7879.29 7834.55 337.41
internal_count=4780 559 362 210 86 124 152 4221 4164 4137 87
is_linear=0
shrinkage=0.06


Tree=76
num_leaves=12
num_cat=0
split_feature=124 39 72 22 86 131 137 142 138 34 8
split_gain=0.587921 1.20302 0.718854 0.660996 0.963525 0.940226 0.870431 1.12727 1.15111 1.42671 1.16255
threshold=0.051876978948712356 0.0021592099219560628 0.079227816313505187 0.00037263428384903824 0.00087947337306104611 0.00040826165059115743 0.0012357163941487672 0.00096484774257987748 0.00044738779251929378 0.0010263677686452868 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 -5 -9 10 -10
right_child=1 -3 -4 6 5 -7 -8 8 9 -11 -12
leaf_value=-0.00010159178998116204 -0.00018161035857325392 -0.0063508257811205216 0.0028584120384348875 -0.0044114242917451772 0.0039376845371435279 0.00072941241594010498 -0.0026845124934746756 -0.0018251445805043437 0.0023190835460031047 0.00036293502569807691 0.011314442430475084
leaf_weight=3914.380944609642 418.05866622924805 156.25427293777466 332.01679730415344 207.87430572509766 458.78481161594391 1160.6646159887314 626.03473556041718 699.43745458126068 145.93026638031006 1360.4842613935471 80.078470468521118
leaf_count=2217 134 59 94 114 155 435 327 481 48 692 24
internal_value=0 -0.00186089 0.000119056 1.39233e-05 0.000407656 0.00163849 -0.000684453 -0.000182278 0.000202481 0.00109646 0.00550988
internal_weight=0 574.313 8985.69 8653.67 5533.83 1619.45 3119.84 2493.8 2285.93 1586.49 226.009
internal_count=4780 193 4587 4493 2807 590 1686 1359 1245 764 72
is_linear=0
shrinkage=0.06


Tree=77
num_leaves=12
num_cat=0
split_feature=123 49 47 89 95 15 27 78 38 60 65
split_gain=0.581736 1.11131 0.867247 1.32022 0.871163 1.23836 0.961422 1.01119 0.811063 0.767881 0.688922
threshold=0.0026833302108570938 0.01693275943398476 0.0084566329605877417 0.0010585968848317864 0.0049928687512874612 0.0087224207818508166 0.0005375427135732026 0.029773407615721229 0.0010263677686452868 0.0013146653072908523 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 5 6 -5 9 -1 -8 -10
right_child=2 -3 -4 4 -6 -7 7 -9 10 -11 -12
leaf_value=-5.5511343724630611e-05 -0.0047522730148938626 -0.0086371309573768131 -0.0053495904228610513 0.0065800332581025921 -0.0039730141912386607 0.008390758373043216 0.00029958331562507091 0.0026057842107740413 0.00089673298536595291 -0.0044044645821427813 0.0042114957004294792
leaf_weight=6362.4374823570251 227.37746858596802 50.821181893348694 154.64130544662476 79.849500417709351 149.36990571022034 74.227012753486633 263.29524290561676 273.04936861991882 1418.9988385438919 237.59462296962738 268.33767259120941
leaf_count=3396 121 29 100 21 62 25 79 67 682 84 114
internal_value=0 0.000198757 -0.00110256 -0.00059883 0.000278095 0.000962692 0.000316001 -0.000331043 0.000254648 -0.00193219 0.0014241
internal_weight=0 8100.6 1459.4 1304.76 1077.39 928.016 853.789 773.939 8049.77 500.89 1687.34
internal_count=4780 4221 559 459 338 276 251 230 4192 163 796
is_linear=0
shrinkage=0.06


Tree=78
num_leaves=12
num_cat=0
split_feature=128 18 141 106 22 127 1 75 13 144 12
split_gain=0.566309 0.623265 0.8972 1.24494 0.774324 0.736221 0.758588 0.660431 0.911862 0.950759 0.810302
threshold=0.05109804309904576 0.00052132029668428015 0.022641776129603389 0.00017767510871635753 0.00040826165059115743 0.024066280573606495 0.0010585968848317864 0.0023699469165876512 0.00077738583786413084 0.00039601318712811922 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 8 9 -3 -9
right_child=-2 7 3 4 -6 -7 -8 10 -10 -11 -12
leaf_value=-0.00075695509773775606 0.0023955348820578182 -1.4148012539350117e-05 0.0079788775999337785 0.0079120978815222509 -0.0039729826296375122 -0.0022016230790160964 -0.0004878515418533393 -0.0022382814454600455 -0.0069002804293199519 0.0032158333602546082 0.00043965677279653496
leaf_weight=4811.5162590742111 342.45783317089081 577.7220470905304 99.006663918495178 97.744784355163574 104.1661229133606 89.023568153381348 64.014946937561035 506.4919992685318 44.511784076690674 759.11214768886566 2064.231446146965
leaf_count=2601 91 393 39 38 60 48 31 283 24 393 779
internal_value=0 -8.89392e-05 -0.000516374 0.00203317 0.000372948 0.00217895 0.00458965 0.000480544 0.0015386 0.00182008 -8.80256e-05
internal_weight=0 9217.54 5265.47 453.956 354.949 250.783 161.76 3952.07 1381.35 1336.83 2570.72
internal_count=4780 4689 2817 216 177 117 69 1872 810 786 1062
is_linear=0
shrinkage=0.06


Tree=79
num_leaves=12
num_cat=0
split_feature=0 57 67 69 56 133 86 1 39 107 20
split_gain=0.556443 0.665991 0.89197 0.867963 0.834188 0.788705 1.15666 1.07417 1.02037 1.14087 0.985134
threshold=0.00017767510871635753 0.00070876078098081063 0.0023699469165876512 0.014293605927377941 0.0011615398107096555 0.00055427959887310873 0.0011615398107096555 0.0020932231564074759 0.013032016810029747 0.0019071503775194289 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -4 -2 -7 8 10 -10 -8
right_child=1 2 4 -5 -6 6 7 -9 9 -11 -12
leaf_value=-0.0016645035950508598 0.0021576450074557783 -0.0027786658538489412 -0.0013615597424274143 0.0019873315366112608 -0.013583509675792065 -0.00037253429011046841 0.0030020324325064629 -7.9532314064243982e-05 -0.0057666103414858805 0.0031104231255312852 0.010926920434197195
leaf_weight=672.02719211578369 728.15030515193939 346.34014689922333 39.23529577255249 228.06437873840332 41.184085488319397 5419.6557106971741 779.21063423156738 1036.5323015451431 99.235633969306946 109.55964052677155 60.804277658462524
leaf_count=417 298 204 17 130 27 2911 268 393 42 53 20
internal_value=0 0.00012596 -0.00171553 -0.000886334 -0.00762972 0.000272442 8.95097e-05 0.00129029 0.00264395 -0.00110937 0.00357691
internal_weight=0 8887.97 654.824 574.405 80.4194 8233.15 7505 2085.34 1048.81 208.795 840.015
internal_count=4780 4363 378 334 44 3985 3687 776 383 95 288
is_linear=0
shrinkage=0.06


Tree=80
num_leaves=12
num_cat=0
split_feature=84 105 27 58 56 89 142 128 39 24 59
split_gain=0.556548 0.628624 1.26865 0.86533 1.14088 1.06811 1.05954 1.03898 1.84265 0.822468 0.798666
threshold=0.0084566329605877417 0.0019672545604407792 0.0028552538715302949 0.0020932231564074759 0.0012745757703669371 0.0056525857653468856 0.021960759535431865 0.0030382014811038975 0.00052132029668428015 0.0013986918493174019 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 7 5 6 -5 8 -4 -10 -1
right_child=-2 -3 3 4 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.0004760306973469475 -0.002512820368773227 -0.00044976985639386591 0.016937505220581739 -0.00022867711312107031 0.0062681300079155218 -0.0097254901437275349 0.0086510635583248556 0.0020897835625044714 -0.0018920003295001399 0.0074683850774445813 0.0026477060760198741
leaf_weight=2909.7772514820099 306.9979989528656 4278.5451432466507 50.93821120262146 746.83935141563416 113.80830788612366 39.693235874176025 51.625121355056763 594.74215936660767 57.476579070091248 81.798290133476257 327.7579528093338
leaf_count=1621 139 2173 15 372 31 23 24 150 23 31 178
internal_value=0 8.34739e-05 0.000542118 0.00185025 0.000634045 -0.000131629 0.000346458 0.00332494 0.00718381 0.00360691 -0.000159721
internal_weight=0 9253 4974.46 1736.92 951.966 838.158 798.464 784.955 190.213 139.275 3237.54
internal_count=4780 4641 2468 669 450 419 396 219 69 54 1799
is_linear=0
shrinkage=0.06


Tree=81
num_leaves=12
num_cat=0
split_feature=2 39 117 123 86 137 20 59 129 8 122
split_gain=0.511543 0.573178 0.711135 0.811901 1.14184 1.52799 0.866699 0.666481 0.644504 0.937691 0.633474
threshold=0.028458753600716594 0.00747153488919139 0.019431582652032379 0.013439828064292671 0.0022975050378590827 0.0018488886416889729 0.00090704852482303988 0.0044099434744566688 0.019431582652032379 0.00068727668258361529 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 6 -6 -4 9 -9 -1
right_child=-2 -3 7 -5 5 -7 -8 8 -10 -11 -12
leaf_value=0.00058101567297959636 -0.0038268471519883654 -0.00091874894354523927 -0.0024417288473684122 -0.0040135470107899949 0.0021862309732387751 -0.0014954550486106588 0.0071392603060181862 0.0061235968650700965 0.0075205518946388971 -0.0012377838655081503 -0.0012994114194914922
leaf_weight=4900.1276842355728 124.01019656658173 1781.8553605079651 616.84031355381012 139.04589915275574 256.75687503814697 204.78575432300568 252.16729688644409 72.848103880882263 42.562994360923767 426.40844023227692 742.59068405628204
leaf_count=2364 87 916 424 51 71 58 73 38 14 290 394
internal_value=0 5.04225e-05 0.000276051 0.000520313 0.000619552 0.00288053 0.00464133 -0.00109321 0.000442185 -0.00016265 0.00033353
internal_weight=0 9435.99 7654.13 6495.47 6356.43 713.71 508.924 1158.66 541.82 499.257 5642.72
internal_count=4780 4693 3777 3011 2960 202 144 766 342 328 2758
is_linear=0
shrinkage=0.06


Tree=82
num_leaves=12
num_cat=0
split_feature=97 15 124 128 27 7 47 42 84 14 108
split_gain=0.555101 0.539776 0.528883 0.813109 0.896872 0.665946 0.640892 0.990696 0.855071 0.83442 1.01696
threshold=0.091400381177663817 0.0037758676335215573 0.051876978948712356 0.05109804309904576 0.0046923852059990176 0.001792412775103003 0.0023699469165876512 0.0031340263085439806 0.013439828064292671 0.00047558375808876013 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 -4 9 -8 -9 -1 -11
right_child=1 -3 3 -5 -6 -7 7 8 -10 10 -12
leaf_value=-0.001023829005293974 -0.0092257608854145121 -0.00051270811398869984 -0.0050653814495059263 0.0042179949978066534 -0.0063596753834640214 0.00080483320838189195 -0.0013105314685633194 0.00048465755981028774 -0.0079310111967761925 0.0018733953311492839 -0.00089352178339549863
leaf_weight=722.73643326759338 45.773663640022278 57.934519171714783 97.169814944267273 72.278223037719727 155.79633283615112 244.25002014636993 1994.5380373001099 3341.0042399168015 43.936814665794373 2171.3945339918137 613.18696987628937
leaf_count=429 25 29 46 15 53 78 1093 1912 32 754 314
internal_value=0 -0.00436357 4.79902e-05 -0.0017244 -0.00258889 -0.000866854 0.000161589 -0.000249834 0.00037519 0.000792612 0.00126409
internal_weight=0 103.708 9456.29 569.494 497.216 341.42 8886.8 5379.48 3384.94 3507.32 2784.58
internal_count=4780 54 4726 192 177 124 4534 3037 1944 1497 1068
is_linear=0
shrinkage=0.06


Tree=83
num_leaves=12
num_cat=0
split_feature=102 107 128 59 92 17 132 131 133 53 86
split_gain=0.521936 0.758379 1.05815 1.006 0.808731 1.0808 0.983402 1.24576 1.22813 0.885697 1.81607
threshold=0.0012357163941487672 0.010829726699739696 0.0026012937305495147 0.023343417793512348 0.4073652476072312 0.0018488886416889729 0.011880517937242987 0.0015349716995842757 0.00055427959887310873 0.0072436286136507997 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 7 8 -7 10 -9
right_child=1 2 -4 -5 -6 6 -8 9 -10 -11 -12
leaf_value=-0.0005568282876746302 0.001112913689620604 -0.00083825945234264668 -0.0057692419826473572 0.010505600222770592 0.0063133192712098293 0.0057713646079750576 -0.0065228761852326681 -0.0037459426758260231 -0.0039686501585464735 -0.00204229378234472 0.0034495783114545861
leaf_weight=3708.3434878587723 3427.3717616796494 537.56578254699707 159.91779375076294 29.598199367523193 87.87871789932251 52.200090765953064 100.26854348182678 161.29670262336731 428.59637713432312 286.68580806255341 580.27633762359619
leaf_count=2096 1366 395 107 15 33 16 40 94 241 168 209
internal_value=0 0.000352989 -0.00146028 -0.000244518 0.000610281 0.000510653 -0.000771969 -0.000389445 -0.0029102 0.000789384 0.00188421
internal_weight=0 5851.66 727.082 567.164 5124.57 5036.7 1609.32 1509.06 480.796 1028.26 741.573
internal_count=4780 2684 517 410 2167 2134 768 728 257 471 303
is_linear=0
shrinkage=0.06


Tree=84
num_leaves=12
num_cat=0
split_feature=57 86 49 28 81 125 89 52 84 17 112
split_gain=0.483854 0.712486 0.761092 0.588621 0.723386 0.633336 0.756705 0.773162 0.586116 0.865641 0.747192
threshold=0.00070876078098081063 0.0012745757703669371 0.0081988852471113222 0.0053125319536775359 0.0053125319536775359 0.0022975050378590827 0.00043393640953581786 0.0046923852059990176 0.0019071503775194289 0.019431582652032379 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -2 -8 9 -3 -10
right_child=3 8 -4 4 -6 -7 7 -9 10 -11 -12
leaf_value=-9.5916387198345741e-05 -0.0021639277631914501 0.0019348378675938531 -0.0048338035106251318 0.00042899329539059942 -0.009761804350918021 -0.0032050625865457124 0.00016681415723194631 0.0081225786682476916 -0.0033873977421201591 -0.0025146587341885367 0.0026331045074630493
leaf_weight=6642.2389231920242 158.08094477653503 1619.6834862232208 124.24425518512726 41.759054899215698 62.636038064956665 231.85001742839813 104.28315222263336 75.946832418441772 210.5201827287674 174.26149761676788 114.49521803855896
leaf_count=3567 114 562 59 19 44 133 46 32 71 93 40
internal_value=0 0.000117683 -0.000182982 -0.00154902 -0.00568888 -0.00079016 0.00086527 0.00352193 0.00107776 0.0015025 -0.00126636
internal_weight=0 8885.44 6766.48 674.556 104.395 570.161 338.311 180.23 2118.96 1793.94 325.015
internal_count=4780 4392 3626 388 63 325 192 78 766 655 111
is_linear=0
shrinkage=0.06


Tree=85
num_leaves=12
num_cat=0
split_feature=0 22 82 108 84 128 124 21 98 141 18
split_gain=0.455614 0.647003 0.958405 0.898501 1.09369 1.51309 0.967739 1.03321 0.943037 1.43147 0.81209
threshold=0.00017767510871635753 0.00037263428384903824 0.0010918468469753864 0.0098710241727530974 0.00017767510871635753 0.0098710241727530974 0.00899649551138282 0.00066645268816500913 0.0022975050378590827 0.022641776129603389 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 7 -6 9 -2 -3
right_child=1 10 -4 -5 6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0015061873364849521 0.0014267876589925596 -0.001689739523032133 -0.00035485387144855446 -0.0011121581235090372 0.002136180155687143 -0.004188873112643746 0.0012898794285544609 0.007180897320512236 -0.0017148392250532379 0.0087728529486807011 0.00022122970223136752
leaf_weight=672.02719211578369 796.40883088111877 1339.251101732254 2520.4161701202393 494.56011378765106 281.41949689388275 206.73454403877258 573.4021475315094 304.25035834312439 273.03410291671753 108.41479027271271 1990.080754160881
leaf_count=417 338 740 1397 282 99 68 150 103 160 38 988
internal_value=0 0.000113957 0.000510138 0.0012277 0.00168266 0.000544271 0.00304237 0.00475765 0.00137531 0.00230786 -0.000547501
internal_weight=0 8887.97 5558.64 3038.22 2543.66 1384.59 1159.07 585.67 1177.86 904.824 3329.33
internal_count=4780 4363 2635 1238 956 604 352 202 536 376 1728
is_linear=0
shrinkage=0.06


Tree=86
num_leaves=12
num_cat=0
split_feature=123 72 13 38 36 38 111 2 105 108 46
split_gain=0.512942 0.770735 0.737412 0.977197 0.70427 0.703207 1.05099 1.0926 0.8622 0.83596 1.33522
threshold=0.0026833302108570938 0.024066280573606495 0.0030382014811038975 0.0036604277556762104 0.0060143163427710542 0.0010263677686452868 0.00080172589514404546 0.00047558375808876013 0.011169348377734424 0.0044099434744566688 0.059226244688034065
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -3 6 8 -8 -1 10 -7
right_child=1 4 -4 -5 -6 9 7 -9 -10 -11 -12
leaf_value=-9.6561538312712263e-05 -0.0024552004985385401 0.0029135305217077804 0.00015890542861067189 -0.011699963449964525 -0.0030130104073689845 0.0019454872780098986 0.0043182186542176934 -0.0035203975639795837 -0.002810606957500609 -3.7331575883797266e-05 0.011086575615814378
leaf_weight=5534.2526923418045 632.9191027879715 270.75457954406738 413.47417664527893 43.936814665794373 98.319753766059875 771.97517907619476 335.11552584171295 79.045560956001282 456.01172816753387 862.12833178043365 62.066157221794128
leaf_count=3030 324 68 105 32 30 313 88 26 274 469 21
internal_value=0 -0.00103535 -0.00183753 -0.00305695 0.00133434 0.000186606 -0.000101092 0.00282167 -0.000303213 0.00127284 0.00262698
internal_weight=0 1459.4 1090.33 676.856 369.074 8100.6 6404.43 414.161 5990.26 1696.17 834.041
internal_count=4780 559 461 356 98 4221 3418 114 3304 803 334
is_linear=0
shrinkage=0.06


Tree=87
num_leaves=12
num_cat=0
split_feature=39 36 150 17 14 61 91 77 146 33 69
split_gain=0.452057 0.702364 0.810211 0.866998 1.00089 0.936298 0.818891 0.875235 0.901238 0.70387 0.692605
threshold=0.0048403022810816774 0.0023699469165876512 0.00055427959887310873 0.040252277627587325 0.0011980500421486797 0.0037758676335215573 0.020035739988088611 0.0046923852059990176 0.0072436286136507997 0.00042089859198313212 0.019431582652032379
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 6 5 -5 7 10 -9 -2 -4
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00025180187679051011 -0.0019905869224523197 0.00096627781742294691 -0.0015960933329969007 0.0023766484227933119 -0.0041076179079483979 0.012726936154223783 0.0043487718127032662 -0.0020205130452677451 -0.0088942272671278053 -0.0089751942719729933 0.0024716099650985601
leaf_weight=6966.3689751625061 133.76941084861755 688.46215784549713 908.23781764507294 120.11261713504791 57.588519811630249 42.562994360923767 85.354958772659302 181.72083425521851 110.35849142074585 84.891930103302002 180.5708954334259
leaf_count=3480 44 244 545 67 40 14 31 82 79 56 98
internal_value=0 -0.000676122 -0.00126965 -0.000823976 0.00268515 0.00509089 -0.00135128 -0.00170389 -0.00461981 -0.00470512 -0.00092133
internal_weight=0 2593.63 1905.17 1686.51 220.264 162.676 1466.24 1380.89 292.079 218.661 1088.81
internal_count=4780 1300 1056 956 121 81 835 804 161 100 643
is_linear=0
shrinkage=0.06


Tree=88
num_leaves=12
num_cat=0
split_feature=97 36 18 81 78 42 18 84 124 116 46
split_gain=0.487317 0.500085 0.862885 0.779034 0.710462 0.789702 0.704076 0.813562 0.910871 0.830786 0.855766
threshold=0.091400381177663817 0.013439828064292671 0.00096484774257987748 0.0058306583669036635 0.048151826485991485 0.00093549740267917525 0.0012357163941487672 0.00070876078098081063 0.0026012937305495147 0.012636432424187662 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -4 -1 -8 -9 10 -10
right_child=-2 2 4 -5 -6 -7 7 8 9 -11 -12
leaf_value=-0.00041105235152765813 -0.0040885168484996954 0.00053446547408846686 -0.0098408693745696014 0.0057483949361405657 0.004040962189488107 -0.0003555844381794833 0.0015925072704488449 -0.0036464997759459157 0.0044355092429425999 -0.00626932878944005 -0.00031703346519125296
leaf_weight=6283.9719793796539 103.70818281173706 197.90138709545135 51.396151304244995 215.45576024055481 55.756759405136108 81.798290133476257 1609.3238596916199 259.95227861404419 196.63950753211975 59.425368785858154 444.67007780075073
leaf_count=3331 54 61 21 58 16 31 768 175 60 33 172
internal_value=0 4.49279e-05 0.00171769 0.00325288 -0.00164069 -0.00402034 -6.88829e-05 0.000767744 -0.000613905 0.00051146 0.00114066
internal_weight=0 9456.29 602.308 413.357 188.951 133.194 8853.98 2570.01 960.687 700.735 641.31
internal_count=4780 4726 187 119 68 52 4539 1208 440 265 232
is_linear=0
shrinkage=0.06


Tree=89
num_leaves=12
num_cat=0
split_feature=102 84 97 99 107 89 108 74 11 82 52
split_gain=0.418583 0.809528 0.995575 1.14674 0.972202 1.26783 1.3143 0.963415 0.905968 0.780607 0.959229
threshold=0.0012357163941487672 0.0019071503775194289 0.0098710241727530974 0.057509137317538268 0.0012357163941487672 0.013032016810029747 0.00093549740267917525 0.0011980500421486797 0.064669914543628707 0.0026012937305495147 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -4 -6 10 -8
right_child=1 -3 7 -5 8 -7 9 -9 -10 -11 -12
leaf_value=-0.00049868162019149056 0.00047969198836334318 -0.00086510611580102527 -0.0047446039759805672 -0.0049383298728692378 0.00029856085603774911 -0.0041197554940739364 0.0025293722734773243 0.00090682838511283587 0.006441188733106294 -0.0013799816400480269 0.0070824588883964821
leaf_weight=3708.3434878587723 442.95534670352936 1539.2335735559464 222.3299503326416 111.96637034416199 2378.7447482347488 94.992055177688599 283.02737581729889 212.12806165218353 89.598537564277649 71.357254266738892 405.32284128665924
leaf_count=2096 134 704 117 69 1265 33 89 61 40 34 138
internal_value=0 0.000316091 0.000737707 0.00104286 0.00122081 0.00255032 0.00307745 -0.00198567 0.000521784 0.00459184 0.00521102
internal_weight=0 5851.66 4312.42 3877.96 3766 1297.65 1202.66 434.458 2468.34 759.707 688.35
internal_count=4780 2684 1980 1802 1733 428 395 178 1305 261 227
is_linear=0
shrinkage=0.06


Tree=90
num_leaves=12
num_cat=0
split_feature=128 124 27 111 67 130 102 129 106 50 144
split_gain=0.442317 0.817868 0.797969 0.681292 0.683617 0.665404 0.725192 0.873862 1.0153 1.07992 1.08592
threshold=0.05109804309904576 0.051876978948712356 0.0046923852059990176 0.0031340263085439806 0.0014427106943912806 0.00043393640953581786 0.00062670491752214741 0.0092791137285530585 0.016668972559273246 0.0016846025246195497 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 -1 -8 9 10 -9
right_child=-2 2 -4 4 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00079724445587093953 0.0021170680502029362 -0.00079196565627826974 -0.0059194736852033747 0.0059392994423813142 0.00033092598846887558 -0.001335830177052333 0.000144563106218909 0.006224322543780688 -0.0049075720077710189 0.0038154113998213122 -0.0022852236039375483
leaf_weight=1993.708654999733 342.45783317089081 341.41983509063721 160.61488103866577 138.93395841121674 178.97319364547729 1229.3709046840668 4075.1128549575806 69.179494500160217 70.553314805030823 715.19568729400635 244.4789901971817
leaf_count=1253 91 124 54 34 46 543 2257 21 39 237 81
internal_value=0 -7.864e-05 -0.00243325 5.70177e-05 0.00278303 -4.62127e-05 0.000174976 0.000549574 0.00205066 0.00252824 -0.000407
internal_weight=0 9217.54 502.035 8715.51 317.907 8397.6 7168.23 5174.52 1099.41 1028.85 313.658
internal_count=4780 4689 178 4511 80 4431 3888 2635 378 339 102
is_linear=0
shrinkage=0.06


Tree=91
num_leaves=12
num_cat=0
split_feature=123 85 107 103 66 28 2 82 127 128 6
split_gain=0.433832 0.745968 0.870058 0.755806 0.806484 0.883754 0.829677 0.744787 0.845266 0.644414 0.620713
threshold=0.0026833302108570938 0.0034400182776153092 0.00046126570669002836 0.00073092587990686308 0.00017767510871635753 0.00066645268816500913 0.00057154725072905432 0.0020292587578296666 0.0042751494329422721 0.05109804309904576 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 10 -3 4 7 -6 -7 8 -4 -1 -2
right_child=1 2 3 -5 5 6 -8 -9 -10 -11 -12
leaf_value=8.5664046803914746e-05 -0.0043620813794792218 0.0019455528516717703 -0.0027735837817446565 -0.0070320307685117784 0.0083967793566207555 -0.0038280979312422295 0.0048001942505457038 -0.0075641124529297393 0.0053756514833543222 0.0035042583473452573 0.0021970037649449029
leaf_weight=7897.0713006258011 310.77854907512665 428.73376071453094 216.02564108371735 78.928531646728516 58.280518531799316 95.221025228500366 69.179494500160217 81.910230875015259 58.051548480987549 203.52387475967407 62.295127272605896
leaf_count=4164 173 103 81 40 18 36 21 48 15 57 24
internal_value=0 -0.000952184 -0.00015714 -0.00152812 -0.00077632 0.00205522 -0.000196615 -0.00254762 -0.00104619 0.000171597 -0.00326656
internal_weight=0 1459.4 1086.33 657.597 578.668 222.681 164.401 355.987 274.077 8100.6 373.074
internal_count=4780 559 362 259 219 75 57 144 96 4221 197
is_linear=0
shrinkage=0.06


Tree=92
num_leaves=12
num_cat=0
split_feature=97 6 39 65 137 64 115 71 42 83 131
split_gain=0.422837 0.505942 0.451345 0.60455 0.935275 0.780547 0.86421 0.897173 0.967512 1.05352 0.91068
threshold=0.091400381177663817 0.00899649551138282 0.00747153488919139 0.0084566329605877417 0.00064626874518580746 0.00096484774257987748 0.013032016810029747 0.0033348383149132137 0.00047558375808876013 0.0038949446752667431 0.040252277627587325
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 8 -4 -10 -9
right_child=-2 -3 3 4 -6 -7 -8 10 9 -11 -12
leaf_value=0.00027405899294979399 -0.0038084435543132736 -0.0058891647173647636 0.00097721983603087917 0.0056350923775183043 -0.0024701199001822844 0.0044896354380412175 -0.004629409894396426 -0.00047196424629797958 -0.01435069793717458 -0.0037369754531056914 0.005648504944468136
leaf_weight=7640.4772520065308 103.70818281173706 51.396151304244995 126.88504362106323 121.83752536773682 88.336658000946045 82.144289493560791 263.51912438869476 735.58419895172119 40.151175975799561 206.72436690330505 99.235633969306946
leaf_count=3800 54 21 47 43 39 20 113 442 29 130 42
internal_value=0 4.18414e-05 7.43156e-05 -0.000790602 0.0022289 -0.00119903 -0.00151675 -0.000837737 -0.00328047 -0.00546827 0.00025617
internal_weight=0 9456.29 9404.9 1764.42 210.174 1554.24 1472.1 1208.58 373.761 246.876 834.82
internal_count=4780 4726 4705 905 82 823 803 690 206 159 484
is_linear=0
shrinkage=0.06


Tree=93
num_leaves=12
num_cat=0
split_feature=87 134 37 119 104 49 71 12 84 27 14
split_gain=0.406026 0.533918 0.441281 0.771441 1.0011 0.898413 0.715243 0.740037 0.632096 0.604828 1.26339
threshold=0.0092791137285530585 0.0020932231564074759 0.00038414125447161501 0.0003614811430452392 0.015200819820165636 0.0081988852471113222 0.00099512818269431613 0.0013986918493174019 0.0038949446752667431 0.0028552538715302949 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 5 6 -5 8 -8 -1 -11
right_child=-2 -3 3 4 -6 -7 7 -9 -10 10 -12
leaf_value=-0.00090382821345393505 -0.0014576714106284193 -0.0039705128660369191 0.00013508711180375461 0.0090204485431927342 -0.0027772001016761936 -0.0041572896330016231 -0.0012663919475392781 0.0038623597155786615 0.0075964927131996511 0.0028573332322822964 -0.00068801987037135062
leaf_weight=2419.5675686597824 641.62505328655243 114.14413011074066 3742.358269572258 68.95052444934845 140.18566083908081 64.818886399269104 214.75358438491821 562.1520836353302 33.383838057518005 571.20403349399567 986.85596990585327
leaf_count=1396 407 82 1765 18 97 26 142 189 18 261 379
internal_value=0 0.000104908 0.000157789 0.000543399 0.00195258 0.00265514 0.00315777 0.00265785 -7.142e-05 -0.000310128 0.00061185
internal_weight=0 8918.37 8804.23 4826.6 1084.24 944.059 879.24 810.29 248.137 3977.63 1558.06
internal_count=4780 4373 4291 2255 490 393 367 349 160 2036 640
is_linear=0
shrinkage=0.06


Tree=94
num_leaves=12
num_cat=0
split_feature=84 47 130 123 111 18 46 33 39 16 27
split_gain=0.40826 0.470847 0.390107 0.765601 0.734768 0.828754 1.0254 0.762256 0.896665 1.10401 1.04101
threshold=0.013439828064292671 0.0066005610860884198 0.00043393640953581786 0.013439828064292671 0.00035067093267571186 0.0037758676335215573 0.00017767510871635753 0.0081988852471113222 0.0063990866765379914 0.00038414125447161501 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 8 10 -10 -6
right_child=1 -3 -4 -5 7 6 -8 -9 9 -11 -12
leaf_value=-0.00015120701040828899 -0.00076118348914055057 -0.0080331171011080553 -0.00082543699859399355 -0.004169766091506294 0.0001251026940179549 0.0076164513421455816 0.0010932712856304772 0.0069886568625487193 -0.008902280157379398 0.0023555440353501141 0.0054576028945458139
leaf_weight=6042.2355412244797 97.286844253540039 47.722453355789185 1537.6409603357315 140.41971945762634 309.06890654563904 96.711874842643738 835.40497946739197 98.548723816871643 62.17809796333313 63.099066734313965 229.68243479728699
leaf_count=3317 32 35 621 69 104 40 414 33 38 19 58
internal_value=0 -0.00315826 4.87008e-05 0.000219339 0.000299051 0.000105693 0.00177083 0.00206721 0.00133587 -0.00323463 0.00239906
internal_weight=0 145.009 9414.99 7877.35 7736.93 6974.35 932.117 762.577 664.029 125.277 538.751
internal_count=4780 67 4713 4092 4023 3771 454 252 219 57 162
is_linear=0
shrinkage=0.06


Tree=95
num_leaves=12
num_cat=0
split_feature=39 86 1 55 88 50 131 92 138 73 21
split_gain=0.380776 0.765834 0.763966 0.984864 1.27736 0.855948 0.868887 0.734991 1.30708 0.813363 0.70212
threshold=0.0048403022810816774 0.00017767510871635753 0.00093549740267917525 0.0020292587578296666 0.00064626874518580746 0.0013986918493174019 0.0005893622583243997 0.00055427959887310873 0.00039601318712811922 0.0023699469165876512 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -6 -9 -10 -11
right_child=-2 2 -4 -5 7 -7 -8 8 9 10 -12
leaf_value=-0.0002940537963533484 -0.00062055471650874822 0.0090815277576631343 0.00016782920955162527 -0.0011618809119930071 0.000663824718551098 -0.0030840836105611663 -0.0017072737436698876 0.012734840542848283 -0.0014535250589688662 0.0068843234507698315 0.00045744386405812527
leaf_weight=4105.6167573928833 2593.6306276321411 54.723849892616272 1688.730685710907 251.93832683563232 139.50383925437927 165.19428205490112 52.658030867576599 77.783681392669678 73.652043342590332 278.09688687324524 78.47059154510498
leaf_count=2346 1300 18 690 70 57 114 22 25 33 71 34
internal_value=0 0.000231074 0.000984698 0.00216158 0.00307165 -0.000373958 0.00379424 0.00452195 0.0055811 0.00428505 0.00547047
internal_weight=0 6966.37 2860.75 1172.02 920.083 272.576 107.382 647.507 508.003 430.22 356.567
internal_count=4780 3480 1134 444 374 154 40 220 163 138 105
is_linear=0
shrinkage=0.06


Tree=96
num_leaves=12
num_cat=0
split_feature=54 16 40 108 100 75 65 144 88 15 141
split_gain=0.399695 0.652221 0.73187 0.877426 0.79979 0.808321 0.794949 0.786135 0.767532 0.838602 0.795944
threshold=0.004017772153019906 0.0020292587578296666 0.0031340263085439806 0.0068083447404205808 0.013032016810029747 0.0054799309000372895 0.000490355829242617 0.0023699469165876512 0.04273676127195359 0.00057154725072905432 0.022641776129603389
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 7 -6 -4 -5 10 -10 -1
right_child=-2 -3 6 4 5 -7 -8 -9 9 -11 -12
leaf_value=0.00078132248752964554 0.0004807472706051963 0.0020190562407851574 -0.0023582260922401328 -0.0013430815703554953 -0.00068715380656575605 0.0086571050054241976 -0.00032111106543976614 -0.0066746468156154573 0.00052465117342367516 -0.0081353528657538143 0.0044080230941363893
leaf_weight=1390.4284601211548 3770.6691465377808 401.65932047367096 1156.0394178628922 422.28189074993134 104.2780636548996 48.872392177581787 1709.1344630718231 130.20765364170074 101.64745235443115 66.538706064224243 258.24263608455658
leaf_count=696 1934 90 654 267 77 19 802 75 27 33 106
internal_value=0 -0.000313062 -0.000486959 0.000258332 -0.00153713 0.00229843 -0.0011431 -0.00260058 0.00095571 -0.00290426 0.00134963
internal_weight=0 5789.33 5387.67 2522.5 705.64 153.15 2865.17 552.49 1816.86 168.186 1648.67
internal_count=4780 2846 2756 1300 438 96 1456 342 862 60 802
is_linear=0
shrinkage=0.06


Tree=97
num_leaves=12
num_cat=0
split_feature=111 84 128 17 33 97 18 0 16 39 79
split_gain=0.379131 0.398922 0.533356 0.512994 0.552669 0.45139 1.07357 0.702939 0.85717 0.774278 0.879856
threshold=0.021960759535431865 0.0084566329605877417 0.05109804309904576 0.00057154725072905432 0.00017767510871635753 0.0014427106943912806 0.015675474889576439 0.00068727668258361529 0.00044738779251929378 0.00077738583786413084 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 -1 7 8 -7 10 -9
right_child=-2 3 -4 -5 -6 6 -8 9 -10 -11 -12
leaf_value=0.00022251000215707393 0.0050556319086485042 -0.0016127918652859426 0.0025198027402763118 0.0011615776699840856 -0.0082704874795935975 -0.009643311911733194 -0.0055046509469233772 0.00044007395397455438 0.00094630703287100948 -0.00076489175788269147 0.0062884291492079055
leaf_weight=6436.0691714286804 53.004030227661133 125.04819464683533 302.41859793663025 107.1529107093811 69.978345394134521 63.211007475852966 158.6610027551651 357.13735926151276 48.64342212677002 1713.7393069267273 124.93625390529633
leaf_count=3553 11 54 79 37 47 36 75 128 16 707 37
internal_value=0 -2.82076e-05 4.22236e-05 -0.00217295 -0.00400468 -4.19683e-05 -0.000732125 -0.000403771 -0.00504135 -0.000167315 0.00195675
internal_weight=0 9507 9204.82 302.179 195.027 8902.4 2466.33 2307.67 111.854 2195.81 482.074
internal_count=4780 4769 4631 138 101 4552 999 924 52 872 165
is_linear=0
shrinkage=0.06


Tree=98
num_leaves=12
num_cat=0
split_feature=66 131 37 11 25 100 65 79 69 1 47
split_gain=0.388705 0.813335 0.767157 0.986228 0.759651 0.686659 0.866655 0.860185 0.717511 0.795963 0.861713
threshold=0.0003614811430452392 0.13848232477903369 0.0045489775948226461 0.0062037324532866487 0.0012745757703669371 0.0013986918493174019 0.00077738583786413084 0.012636432424187662 0.00073092587990686308 0.0037758676335215573 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -2 7 -7 -8 -10 -11
right_child=2 -3 3 4 -6 6 8 -9 9 10 -12
leaf_value=-0.00015257050077230905 0.0016525657940470778 -0.0052250357994856325 0.00054713616945777045 0.00074476186046144725 0.0081214318299293962 -0.00056747551212076594 -0.0063717328244814022 0.0038247038078761115 -0.0032177020454123573 0.0083368891474567934 -0.0011860694598549554
leaf_weight=6781.6613531112671 678.82506144046783 115.6400682926178 344.51347506046295 75.600833058357239 149.94487512111664 643.8028130531311 132.15644335746765 213.73085200786591 275.55786204338074 53.2330002784729 95.332965970039368
leaf_count=3421 242 55 149 43 54 420 85 82 162 14 53
internal_value=0 -0.00023769 0.00061577 0.00256684 0.00565027 8.4178e-05 -0.000668927 0.000527545 -0.00251311 -0.00130955 0.00222944
internal_weight=0 6897.3 2662.7 570.059 225.546 2092.64 1413.81 857.534 556.28 424.124 148.566
internal_count=4780 3476 1304 246 97 1058 816 502 314 229 67
is_linear=0
shrinkage=0.06


Tree=99
num_leaves=12
num_cat=0
split_feature=124 138 94 92 77 125 40 105 27 22 114
split_gain=0.389799 0.653278 0.623695 0.528099 0.520343 0.604856 0.536636 0.445829 0.834306 0.920054 0.827684
threshold=0.036783467978239066 0.00073092587990686308 0.0098710241727530974 0.021960759535431865 0.066585760563611998 0.0098710241727530974 0.00017767510871635753 0.0019672545604407792 0.0028552538715302949 0.00066645268816500913 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 7 6 -6 8 -1 -10 -11
right_child=1 2 -4 -5 5 -7 -8 -9 9 10 -12
leaf_value=3.6584941739705763e-05 -0.0052412938060675887 -0.0005545292751297045 -0.0060794950339253997 0.0050184714208178615 0.003395791677370395 -0.0081472540716489919 -0.0034842341943566264 -0.00026270950611345759 0.0025043535750756199 -0.0032791554572600789 0.0042678489805382611
leaf_weight=3000.2814921140671 124.01528513431549 611.71647453308105 66.538706064224243 67.917614936828613 64.360946297645569 55.410760045051575 111.16751945018768 3992.5360682010651 1191.5246949195862 204.31763708591461 70.212404012680054
leaf_count=1735 56 186 33 20 20 27 43 2076 451 114 19
internal_value=0 -0.00121061 -0.000540091 3.05165e-06 0.000121271 -0.00268806 -0.000961041 0.000198 0.000609834 0.00178291 -0.00134812
internal_weight=0 870.188 746.173 679.634 8689.81 230.939 175.528 8458.87 4466.34 1466.05 274.53
internal_count=4780 295 239 206 4485 90 63 4395 2319 584 133
is_linear=0
shrinkage=0.06


Tree=100
num_leaves=12
num_cat=0
split_feature=2 54 2 18 75 19 49 35 77 79 81
split_gain=0.363304 0.484077 0.667879 0.929675 1.13043 1.30659 1.10982 0.988498 0.838066 0.7495 1.38562
threshold=0.028458753600716594 0.004017772153019906 0.00052132029668428015 0.00052132029668428015 0.0023699469165876512 0.0013986918493174019 0.000490355829242617 0.0026833302108570938 0.020035739988088611 0.00096484774257987748 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 -5 7 -7 -4 -3 -11
right_child=-2 2 8 4 -6 6 -8 -9 -10 10 -12
leaf_value=-0.00029938797405537263 -0.0032250968834231712 -0.0015085074005931449 -0.001119187727080874 0.011082946568483139 0.00082282505685165751 -0.001884802806595213 0.0088398208232394332 0.006308191377226228 0.005600540755813262 0.0030241909051974048 -0.0015256988143297059
leaf_weight=5779.4643898010254 124.01019656658173 582.08265519142151 1005.0718103647232 95.449995279312134 577.28954982757568 153.83736598491669 87.87871789932251 80.765380620956421 71.474283576011658 600.23235201835632 402.44290566444397
leaf_count=2841 87 388 540 39 232 105 33 33 20 253 209
internal_value=0 4.24366e-05 0.000582714 0.00110651 0.00254366 0.00491988 0.00309283 0.00093724 -0.000672571 0.000203888 0.00119804
internal_weight=0 9435.99 3656.53 2579.98 995.221 417.931 322.481 234.603 1076.55 1584.76 1002.68
internal_count=4780 4693 1852 1292 442 210 171 138 560 850 462
is_linear=0
shrinkage=0.06


Tree=101
num_leaves=12
num_cat=0
split_feature=134 14 70 127 67 27 21 107 86 71 73
split_gain=0.411441 0.389049 0.833293 0.78497 1.27383 0.709659 0.758304 0.942015 1.00628 0.843446 0.687189
threshold=0.0020932231564074759 0.002945306478068233 0.0056525857653468856 0.00017767510871635753 0.000490355829242617 0.0041444667149335155 0.000490355829242617 0.0019071503775194289 0.0026833302108570938 0.0079489401541650313 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 -5 -7 8 9 -8 -3
right_child=-2 2 -4 5 -6 6 7 -9 -10 -11 -12
leaf_value=0.00032603014306298577 -0.0035205249027682639 -0.0033365284096161974 -0.0025907880629139099 -0.0012289573065652148 -0.00033278323145017154 -0.00016129166607649494 0.0038723129206117788 0.00091883166822428184 -0.00059930387842374404 0.011489342926806031 -0.01123240312391462
leaf_weight=6146.8596042394638 117.92976880073547 138.2368711233139 559.84202885627747 402.33605349063873 1097.6825785636902 438.36576855182648 103.13830196857452 324.32340204715729 69.179494500160217 106.4660005569458 55.639730095863342
leaf_count=3383 85 87 283 161 402 136 31 133 21 28 30
internal_value=0 4.40408e-05 -0.000481974 -5.02882e-05 -0.00112489 0.000911012 0.00173775 0.00311786 0.00567485 0.00774493 -0.00560715
internal_weight=0 9442.07 3295.21 2735.37 1291.56 1443.81 1041.47 603.107 278.784 209.604 193.877
internal_count=4780 4695 1312 1029 519 510 349 213 80 59 117
is_linear=0
shrinkage=0.06


Tree=102
num_leaves=12
num_cat=0
split_feature=123 49 18 46 100 19 36 111 38 0 14
split_gain=0.359339 0.737416 0.688322 1.03242 1.29102 0.904519 0.75662 0.74024 0.704404 0.971261 0.876257
threshold=0.0022272822679951791 0.01693275943398476 0.00052132029668428015 0.00017767510871635753 0.0079489401541650313 0.00017767510871635753 0.00060774214216507982 0.0031340263085439806 0.0045489775948226461 0.0020932231564074759 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 6 -5 -4 -1 -7 -10 -11
right_child=-2 -3 3 5 -6 8 -8 -9 9 10 -12
leaf_value=-0.00035148520344319844 -0.00080036832809225636 -0.0073131794712138131 0.0096289418600655416 0.0057557692543339489 -0.003484160949079091 0.00010456962772937072 0.0011430568756996072 0.0054354806634217953 0.010659612100223067 -0.0053851631587592021 0.0042568300302886046
leaf_weight=4577.1323053836823 1667.0548516511917 47.035543203353882 128.14692318439484 117.01897716522217 53.344941020011902 2621.2749487161636 53.690940380096436 80.882409930229187 53.690940380096436 48.526392817497253 112.20042896270752
leaf_count=2528 639 26 48 42 31 1336 20 19 20 30 41
internal_value=0 0.000169085 0.000214033 0.000893338 0.0047184 0.000588524 0.00712534 -0.000250885 0.000375094 0.00368069 0.0013442
internal_weight=0 7892.94 7845.91 3187.89 235.183 2952.71 181.838 4658.01 2835.69 214.418 160.727
internal_count=4780 4141 4115 1568 99 1469 68 2547 1427 91 71
is_linear=0
shrinkage=0.06


Tree=103
num_leaves=12
num_cat=0
split_feature=66 94 21 21 67 20 46 89 113 30 93
split_gain=0.343013 0.800745 0.826157 0.766236 0.798039 0.757087 0.60389 1.10589 0.760663 0.858712 0.757423
threshold=0.0003614811430452392 0.00043393640953581786 0.0079489401541650313 0.002945306478068233 0.0010585968848317864 0.0092791137285530585 0.015200819820165636 0.00043393640953581786 0.0011980500421486797 0.0014881226234138014 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 8 -8 -3 -10 -9
right_child=1 6 -4 -5 -6 -7 7 10 9 -11 -12
leaf_value=-0.00014538703888032522 -0.00016024153548217513 0.0013645731134412445 -0.0026665170073732433 0.0091750196178551884 0.0080633681732583257 -0.0052972058956338068 -0.0010003688498368098 0.0074280618229308473 0.00020107644165767076 -0.00307446676085302 0.0012931556328500951
leaf_weight=6793.1352984905243 130.55365300178528 603.3361691236496 68.716465830802917 91.664356589317322 62.870096683502197 104.1661229133606 249.51633131504059 149.02899491786957 646.09760212898254 519.91982293128967 140.99468886852264
leaf_count=3416 64 216 46 36 16 60 147 42 419 257 61
internal_value=0 0.000578462 0.00323605 0.00465922 0.00251553 -0.000223268 0.000171102 0.00192812 -0.000364754 -0.00125961 0.00444706
internal_weight=0 2662.7 353.805 285.088 193.424 6897.3 2308.89 539.54 1769.35 1166.02 290.024
internal_count=4780 1304 162 116 80 3476 1142 250 892 676 103
is_linear=0
shrinkage=0.06


Tree=104
num_leaves=12
num_cat=0
split_feature=134 139 123 19 72 17 25 1 113 147 99
split_gain=0.35972 0.388722 0.482827 0.665517 1.03586 1.36543 0.799082 0.902965 0.834139 0.72555 0.537483
threshold=0.0020932231564074759 0.0013986918493174019 0.0022272822679951791 0.0084566329605877417 0.024066280573606495 0.0025217677466571335 0.0038949446752667431 0.0098710241727530974 0.0016846025246195497 0.011169348377734424 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 -8 -5 -7
right_child=-2 -3 3 9 -6 10 7 -9 -10 -11 -12
leaf_value=0.00012370267032397564 -0.0032918039814219435 0.0013769740325306815 -0.0039212153167692493 -0.00061660061491047153 0.0025299167976323002 -0.0026621148913489301 0.00093207597304862625 0.0076435650407560918 -0.0063807892733416284 -0.0072496965095766499 -0.0096997019631875122
leaf_weight=7340.2058824300766 117.92976880073547 724.03393280506134 173.91549825668335 116.78491854667664 299.66586875915527 70.095374703407288 381.6931289434433 60.804277658462524 65.734766602516174 120.68758654594421 88.448598742485046
leaf_count=3920 85 213 104 70 74 33 108 20 38 59 56
internal_value=0 4.11939e-05 -6.97573e-05 -0.00110032 -0.000498418 -0.00157805 -0.000411938 0.000789461 -0.000143494 -0.00398929 -0.00659189
internal_weight=0 9442.07 8718.04 1377.83 1140.36 840.692 682.148 508.232 447.428 237.473 158.544
internal_count=4780 4695 4482 562 433 359 270 166 146 129 89
is_linear=0
shrinkage=0.06


Tree=105
num_leaves=12
num_cat=0
split_feature=36 35 141 50 63 47 52 60 85 105 72
split_gain=0.362902 0.888886 0.733299 1.26912 0.698733 0.68578 0.622097 0.488048 0.654351 0.457951 1.00385
threshold=0.013439828064292671 0.044033329933881767 0.0056525857653468856 0.0013986918493174019 0.00062670491752214741 0.00017767510871635753 0.0017376682371832433 0.00096484774257987748 0.00068727668258361529 0.00099512818269431613 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -2 -3 -5 8 -7 10 -1
right_child=2 5 -4 6 -6 7 -8 -9 -10 -11 -12
leaf_value=-0.00026194110392152331 -8.988328596923727e-05 0.0019846038157519605 0.0039275541028757632 -0.0012597747880869136 0.0066463527175728357 -0.0054056325762882364 -0.0094115746245685382 -0.0014320381667474881 -0.016684794187181703 -0.00035253979884202825 0.0019031688130224478
leaf_weight=2075.3950043916702 152.58566355705261 43.595903873443604 248.38165819644928 75.717862367630005 86.962837696075439 51.279121994972229 60.687248349189758 40.726145386695862 29.023229956626892 5469.2353672981262 1226.4095597267151
leaf_count=1267 42 12 70 29 21 35 34 21 23 2815 411
internal_value=0 -9.76926e-05 0.00139844 -0.000273075 0.00235731 -0.00446441 -0.00489079 -0.00678714 -0.00949788 -1.56834e-05 0.000542292
internal_weight=0 8935.66 624.335 375.954 239.549 164.624 136.405 121.028 80.3024 8771.04 3301.8
internal_count=4780 4584 196 126 63 91 63 79 58 4493 1678
is_linear=0
shrinkage=0.06


Tree=106
num_leaves=12
num_cat=0
split_feature=97 6 102 104 105 142 87 104 53 33 125
split_gain=0.346412 0.418147 0.350422 0.793439 0.770221 0.93969 1.02853 0.99645 1.23612 0.96732 0.886557
threshold=0.091400381177663817 0.00899649551138282 0.0012357163941487672 0.012636432424187662 0.00099512818269431613 0.015675474889576439 0.00070876078098081063 0.0042751494329422721 0.0037758676335215573 0.00042089859198313212 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -9 -10 -8
right_child=-2 -3 3 -5 -6 -7 10 8 9 -11 -12
leaf_value=-0.00038954709299100006 -0.0034471422592206682 -0.0053540555377697436 0.0013292267538248328 -0.0013672409184414796 6.145686565876585e-05 0.0056448477092856109 -0.0019657963946134124 0.010316287899051028 0.0077550727754736523 -0.0035988639390007885 0.0043739596503215841
leaf_weight=3678.7452884912491 103.70818281173706 51.396151304244995 884.87269532680511 819.43813097476959 3043.8265180587769 186.88538181781769 475.63700890541077 110.48060929775238 47.610512614250183 62.17809796333313 95.221025228500366
leaf_count=2081 54 21 301 531 1358 72 236 34 18 38 36
internal_value=0 3.78557e-05 6.73782e-05 0.00036093 0.000649563 0.00161043 0.00116026 0.00222845 0.00583861 0.00132742 -0.000907723
internal_weight=0 9456.29 9404.9 5726.15 4906.71 1862.89 1676 1105.14 220.269 109.789 570.858
internal_count=4780 4726 4705 2624 2093 735 663 391 90 56 272
is_linear=0
shrinkage=0.06


Tree=107
num_leaves=12
num_cat=0
split_feature=124 27 77 54 133 0 133 21 12 101 80
split_gain=0.353433 0.734481 0.403975 0.443258 0.441461 0.376474 0.812647 0.930184 1.01446 0.697265 0.846254
threshold=0.051876978948712356 0.0046923852059990176 0.0035485138650983576 0.0031340263085439806 0.0012745757703669371 0.00017767510871635753 0.00055427959887310873 0.0042751494329422721 0.024810968898236755 0.0016846025246195497 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 -1 7 8 9 10 -7
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0013650713661858133 0.00067183752521021375 -0.0047471805178104908 -0.0016933895387688971 0.0034791507003169445 -0.0057432653977270614 0.0034564185878262605 2.9724686508811348e-05 -0.0028419340256550236 -0.0022514481122122548 -0.00068534983099857076 0.0096243943431274011
leaf_weight=595.73436033725739 79.045560956001282 170.25197744369507 98.319753766059875 151.32378399372101 75.371863007545471 213.73085200786591 7775.3813359737396 105.08200311660767 94.534115076065063 73.077073931694031 128.14692318439484
leaf_count=396 26 56 30 41 40 82 3921 72 27 41 48
internal_value=0 -0.00144288 -4.97792e-05 0.00144213 -0.00246109 9.22589e-05 0.000195753 0.00229595 0.00335598 0.00463369 0.00577052
internal_weight=0 574.313 404.061 249.644 154.417 8985.69 8389.95 614.571 509.489 414.955 341.878
internal_count=4780 193 137 71 66 4587 4191 270 198 171 130
is_linear=0
shrinkage=0.06


Tree=108
num_leaves=12
num_cat=0
split_feature=37 40 67 92 1 146 86 84 108 149 110
split_gain=0.332572 0.653024 0.563117 0.507416 0.68145 0.54976 0.484698 0.707324 0.80317 0.710775 0.773872
threshold=0.00038414125447161501 0.015675474889576439 0.0014427106943912806 0.4073652476072312 0.0037758676335215573 0.0046923852059990176 0.0058306583669036635 0.0060143163427710542 0.0051502294372767219 0.00070876078098081063 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -5 7 9 -9 10 -1
right_child=-2 2 -4 5 -6 -7 -8 8 -10 -11 -12
leaf_value=0.0015405204084361123 0.00031832693235099173 -0.001555488411593886 -0.0072552158257126083 -0.00022331832618794798 -0.002077106696027863 0.0097780500695768477 0.0038497618706892361 -0.00075788704173320657 -0.0085029296041841118 -0.00073292240215267195 -0.0039382547292962956
leaf_weight=1307.968702673912 5284.5633652210236 271.08531320095062 80.994350671768188 41.184085488319397 627.86649596691132 37.973416209220886 118.39788603782654 142.60256779193878 72.731074571609497 1474.8268301486969 99.805514812469482
leaf_count=501 2539 150 36 27 351 16 29 51 52 963 65
internal_value=0 -0.000393417 -0.00286837 -0.000171248 -0.000269216 0.00458082 8.37589e-05 -6.0291e-05 -0.00337658 0.000187548 0.00115185
internal_weight=0 4275.44 352.08 3923.36 3844.2 79.1575 3216.33 3097.93 215.334 2882.6 1407.77
internal_count=4780 2241 186 2055 2012 43 1661 1632 103 1529 566
is_linear=0
shrinkage=0.06


Tree=109
num_leaves=12
num_cat=0
split_feature=75 88 23 140 122 107 67 146 17 123 129
split_gain=0.354645 0.502696 0.58703 0.452471 0.674348 0.736206 0.725976 0.834004 0.607534 0.555778 0.628908
threshold=0.054214311763644225 0.023343417793512348 0.0014881226234138014 0.00060774214216507982 0.0013560238294303419 0.0019071503775194289 0.00073092587990686308 0.0036604277556762104 0.00017767510871635753 0.0019672545604407792 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 -1 -7 10 -5
right_child=1 -3 -4 9 -6 8 -8 -9 -10 -11 -12
leaf_value=0.0017432122983990065 -0.0025125253219736711 -0.0043907969875264657 0.0034423840788100511 -0.00011081985795493318 -0.0036066310444010652 -0.0050637889850689731 0.0010193988858034719 0.0079553039955203367 0.0042119156770655027 -0.001267205014494732 0.001570220133982685
leaf_weight=177.01931536197662 143.75250661373138 157.17524170875549 101.64745235443115 5742.5493181943893 99.464604020118713 98.314665198326111 712.33610594272614 138.81692910194397 34.187777519226074 1223.7484170198441 930.98726975917816
leaf_count=67 35 40 27 3367 45 61 184 48 13 547 346
internal_value=0 -0.0017427 -4.55367e-05 7.66428e-05 0.00113241 0.0015388 0.0020813 0.00447522 -0.00266914 -9.18348e-05 0.000123713
internal_weight=0 402.575 245.4 9157.42 1260.14 1160.67 1028.17 315.836 132.502 7897.29 6673.54
internal_count=4780 102 62 4678 418 373 299 115 74 4260 3713
is_linear=0
shrinkage=0.06


Tree=110
num_leaves=12
num_cat=0
split_feature=51 8 148 30 86 93 73 101 129 117 30
split_gain=0.321257 0.843926 0.741474 0.738598 0.733646 0.707664 1.70363 0.510487 0.495707 0.682296 0.449595
threshold=0.0092791137285530585 0.014293605927377941 0.0070226341485977182 0.0031340263085439806 0.0058306583669036635 0.016668972559273246 0.0017376682371832433 0.0019071503775194289 0.013860232196748258 0.0049928687512874612 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 10 5 7 -2 -7 8 9 -5 -3
right_child=1 2 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00015207778891934459 -0.0009727000237811285 0.0023090247143394875 -0.0013756293850074098 -0.007905199853022557 0.0034892640338671228 -0.0025424685654484116 0.012173546246099853 -0.0072812165570719789 0.00131734187607731 -0.00076843469947934513 0.010030586152299042
leaf_weight=8025.9458425045013 778.60513341426849 54.148880481719971 81.681260824203491 96.136905431747437 50.709241151809692 62.865008115768433 51.396151304244995 128.48783397674561 78.816590905189514 96.711874842643738 54.494879841804504
leaf_count=3973 462 26 45 48 12 47 21 68 23 40 15
internal_value=0 -0.000795524 0.00294279 -0.0013252 -0.00330448 -0.00032548 0.00408184 -0.00416607 -0.00269058 -0.00432843 0.00618776
internal_weight=0 1534.05 190.325 1343.73 450.862 892.866 114.261 400.153 271.665 192.849 108.644
internal_count=4780 807 86 721 191 530 68 179 111 88 41
is_linear=0
shrinkage=0.06


Tree=111
num_leaves=12
num_cat=0
split_feature=54 18 60 101 128 10 11 95 104 118 92
split_gain=0.333131 0.976238 0.80458 1.1128 1.06767 0.908077 0.748267 0.891262 0.711925 1.02608 0.749235
threshold=0.004017772153019906 0.00052132029668428015 0.00055427959887310873 0.0030382014811038975 0.0022272822679951791 0.0026833302108570938 0.004017772153019906 0.00244467705488205 0.0056525857653468856 0.00057154725072905432 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 8 -6 7 -3 9 10 -4
right_child=1 2 4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00028582160831309566 -0.00029496094594394317 0.0057543198815114089 0.01465499554801125 0.011226679800823078 0.0038572250367375008 -0.0032386730295664297 -0.0032761015328593049 -0.0006105954070073019 0.00024906155950395968 0.00088318070658795125 0.0050092514467546482
leaf_weight=5789.3304562568665 2389.8676056861877 240.92232155799866 46.119663000106812 61.26221776008606 82.373259544372559 305.1611499786377 66.192706704139709 117.93485736846924 258.57845830917358 124.01528513431549 78.241621494293213
leaf_count=2846 1302 81 14 26 23 146 44 54 157 56 31
internal_value=0 0.00043888 0.00170893 0.00367294 0.000640855 -0.00172978 0.00258183 0.00366297 0.00245304 0.00474652 0.0085953
internal_weight=0 3770.67 1380.8 486.312 894.489 387.534 425.05 358.857 506.955 248.377 124.361
internal_count=4780 1934 632 205 427 169 179 135 258 101 45
is_linear=0
shrinkage=0.06


Tree=112
num_leaves=12
num_cat=0
split_feature=92 66 94 78 65 19 4 16 16 53 20
split_gain=0.327414 1.02394 0.916114 0.676105 1.26084 0.633648 0.60296 0.557613 0.576585 0.755841 0.715273
threshold=0.00017767510871635753 0.0012745757703669371 0.00093549740267917525 0.016668972559273246 0.0051502294372767219 0.0034400182776153092 0.00077738583786413084 0.0034400182776153092 0.00093549740267917525 0.00070876078098081063 0.018276390619575981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -2 -5 8 10 -10 -7
right_child=5 2 -4 4 -6 7 -8 -9 9 -11 -12
leaf_value=-0.00046847481360320805 0.00067575355364237616 0.0075477896783305576 -0.0012588379217319393 -0.0029241293804046992 0.0040506705485102478 -0.00059528339972085814 -0.0082528188305542646 0.0062121903003281168 0.00047843522907481297 -0.0083081698737152276 0.0032179971398615002
leaf_weight=1534.9594633579254 4185.7766449451447 98.777693867683411 74.567923545837402 229.33134686946869 71.474283576011658 2875.360503911972 114.71909952163696 44.62881338596344 65.164885759353638 76.633742570877075 188.60520148277283
leaf_count=881 1874 36 45 100 20 1605 74 10 15 41 79
internal_value=0 -0.000656975 0.00376091 -0.00104978 -0.0031965 0.000187692 -0.00470279 -0.000440822 -0.000533632 -0.00427271 -0.000360456
internal_weight=0 2123.83 173.346 1950.48 415.525 7436.17 344.05 3250.39 3205.76 141.799 3063.97
internal_count=4780 1156 81 1075 194 3624 174 1750 1740 56 1684
is_linear=0
shrinkage=0.06


Tree=113
num_leaves=12
num_cat=0
split_feature=108 83 108 75 83 3 117 18 43 77 4
split_gain=0.322493 0.602649 0.479424 0.847171 1.13557 0.822405 1.18656 0.729478 0.887728 0.72283 0.664298
threshold=0.00093549740267917525 0.0038949446752667431 0.0044099434744566688 0.013860232196748258 0.0046923852059990176 0.00064626874518580746 0.0084566329605877417 0.0066005610860884198 0.00017767510871635753 0.066585760563611998 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 -4 -5 -7 -6 -9 -2 -10
right_child=2 -3 3 5 7 6 -8 8 10 -11 -12
leaf_value=0.00016668843311536141 0.00079140753715763775 -0.0019199334473375114 -0.002904096764895774 0.0075889365669616982 -0.00047002898832435139 0.0023658834202591322 -0.0063040555095319794 -0.0042079121553669288 0.0082239548734577266 -0.0053662149610964726 0.0019425972208540723
leaf_weight=1257.2747272253036 3595.5121229887009 825.30485439300537 639.68135213851929 80.078470468521118 2333.2712868452072 348.42123162746429 67.800585627555847 58.850399374961853 87.649747848510742 69.86640465259552 196.28841960430145
leaf_count=396 1705 437 366 24 1508 107 34 41 30 30 102
internal_value=0 -0.000660271 0.000183948 -0.000287152 -0.000633216 0.00202454 0.000952416 -9.02998e-05 0.0024938 0.000673893 0.00388382
internal_weight=0 2082.58 7477.42 3812.04 3315.74 496.3 416.222 2676.06 342.789 3665.38 283.938
internal_count=4780 833 3947 2212 2047 165 141 1681 173 1735 132
is_linear=0
shrinkage=0.06


Tree=114
num_leaves=12
num_cat=0
split_feature=87 36 84 98 88 114 95 124 133 82 92
split_gain=0.300756 0.613199 0.536513 0.434216 0.412524 1.07749 0.516948 0.506052 0.457524 0.384755 0.760865
threshold=0.0092791137285530585 0.013439828064292671 0.00077738583786413084 0.00043393640953581786 0.064669914543628707 0.0066005610860884198 0.0049928687512874612 0.016668972559273246 0.0015349716995842757 0.0020292587578296666 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 9 6 -6 -7 -9 10 -1
right_child=1 -3 -4 -5 5 7 -8 8 -10 -11 -12
leaf_value=-0.0006747406767321412 -0.0057064644924683565 0.0062893963767467727 -0.0041434445326703579 0.00034995744754661595 -0.0087905733813251358 -0.0029875270984110244 -0.0013350251091661868 0.0041848055495487466 -0.0013828132383540553 -0.00041190709829938787 0.00087739768756622664
leaf_weight=1553.4449824094772 48.526392817497253 36.482566595077515 211.88382589817047 344.73226797580719 89.023568153381348 115.07018744945526 53.690940380096436 130.55874156951904 89.486596822738647 2646.9348601102829 4240.1646726131439
leaf_count=797 30 12 151 214 48 32 20 33 23 1579 1841
internal_value=0 -0.00125454 -0.00171031 -0.000398639 9.03061e-05 -0.00162458 -0.0059886 0.00023515 0.001921 0.000187406 0.000461217
internal_weight=0 641.625 605.142 393.259 8918.37 477.83 142.715 335.116 220.045 8440.54 5793.61
internal_count=4780 407 395 244 4373 156 68 88 56 4217 2638
is_linear=0
shrinkage=0.06


Tree=115
num_leaves=12
num_cat=0
split_feature=75 121 22 141 43 44 54 1 50 97 127
split_gain=0.319703 0.413867 0.360161 0.601342 0.70681 0.692264 0.708243 0.860534 0.584827 0.557261 0.52956
threshold=0.054214311763644225 0.00017767510871635753 0.00037263428384903824 0.016668972559273246 0.00099512818269431613 0.0060143163427710542 0.0035485138650983576 0.0005375427135732026 0.00017767510871635753 0.00057154725072905432 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -5 -4 -7 -9
right_child=1 -3 8 4 -6 9 -8 10 -10 -11 -12
leaf_value=0.00014348314552502649 -0.0027539225667042836 0.0017101265418732572 -0.004612764435128246 0.0098612709504069026 -0.0022101644670350883 -0.0056422121422762218 0.00032630331123309258 0.0072418571276487769 -0.00027221572355107346 0.0036144097689754561 0.0007701860818036581
leaf_weight=5159.0317876338959 303.45150744915009 99.123693227767944 115.6400682926178 109.67666983604431 113.22824990749359 53.802881121635437 130.21274220943451 72.965133190155029 3240.7611392736435 41.301114797592163 120.80461585521698
leaf_count=2634 77 25 55 39 70 37 44 24 1717 13 45
internal_value=0 -0.00165461 7.2781e-05 0.000358998 0.00209058 0.00301177 0.00402828 0.00561622 -0.000421896 -0.00162274 0.00320961
internal_weight=0 402.575 9157.42 5801.02 641.991 528.763 433.659 303.446 3356.4 95.104 193.77
internal_count=4780 102 4678 2906 272 202 152 108 1772 50 69
is_linear=0
shrinkage=0.06


Tree=116
num_leaves=12
num_cat=0
split_feature=14 70 1 67 31 117 99 108 67 82 94
split_gain=0.329843 0.646166 1.06887 1.51116 0.740535 0.84495 0.701768 0.969023 0.805219 0.755013 0.76854
threshold=0.002945306478068233 0.0056525857653468856 0.00046126570669002836 0.000490355829242617 0.0081988852471113222 0.019431582652032379 0.0084566329605877417 0.0013986918493174019 0.0013146653072908523 0.0038949446752667431 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 9 -8 -9 10 -5
right_child=1 -3 3 4 -6 -7 7 8 -10 -11 -12
leaf_value=0.00025659982282868885 -0.0020503351217622547 -0.0023344871093541127 -0.0041727891753517987 0.0021851523951642994 -0.0021570679749251631 -0.0034379899632588028 0.00016783388515614309 0.010689110320069341 0.0033725769156401708 -0.0038593347827251914 -0.0044081476954964081
leaf_weight=6248.3849387168884 741.80201029777527 563.62766754627228 212.117884516716 968.40098226070404 210.97812283039093 110.24655067920685 124.70728385448456 101.87642240524292 115.75709760189056 94.071086406707764 68.029555678367615
leaf_count=3455 306 286 123 277 77 62 34 30 41 52 37
internal_value=0 -0.00048407 -0.000104468 0.000615097 0.00118138 0.00162641 0.0020057 0.00438535 0.00680086 0.00128477 0.001752
internal_weight=0 3311.61 2747.99 2006.18 1794.07 1583.09 1472.84 342.341 217.634 1130.5 1036.43
internal_count=4780 1325 1039 733 610 533 471 105 71 366 314
is_linear=0
shrinkage=0.06


Tree=117
num_leaves=12
num_cat=0
split_feature=111 108 23 50 66 146 63 147 50 77 110
split_gain=0.302423 0.342114 0.693987 0.720728 0.770433 0.628607 0.862304 0.876516 0.749687 0.542104 0.726913
threshold=0.021960759535431865 0.00093549740267917525 0.0044099434744566688 0.00087947337306104611 0.0003614811430452392 0.0018488886416889729 0.00244467705488205 0.0027679565828293566 0.0063990866765379914 0.066585760563611998 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 7 -7 -8 10 -3
right_child=-2 9 3 4 -6 6 8 -9 -10 -11 -12
leaf_value=-0.0013989183708383722 0.004515311541692906 0.00096911040216169416 -0.0054069318606305159 -0.0018904683731599864 0.0053910490751758579 0.0082067610086185606 0.00041795048630394622 0.001568700847792578 -0.0067374995858419601 -0.0036411844614178059 -0.00025190864759153423
leaf_weight=568.91942155361176 53.004030227661133 2904.5363831520081 187.91320276260376 471.61731159687042 58.738458633422852 88.107687950134277 207.53848350048065 381.006218791008 70.553314805030823 132.39050197601318 4435.6745878458023
leaf_count=200 11 1397 101 261 24 36 63 99 39 57 2492
internal_value=0 -2.51995e-05 -0.000714996 -0.00221493 -0.00108315 0.000103694 0.00124781 0.00281693 -0.00139919 0.000162603 0.000231258
internal_weight=0 9507 2034.39 718.269 530.356 1316.13 747.206 469.114 278.092 7472.6 7340.21
internal_count=4780 4769 823 386 285 437 237 135 102 3946 3889
is_linear=0
shrinkage=0.06


Tree=118
num_leaves=12
num_cat=0
split_feature=14 1 67 117 67 130 16 31 36 24 79
split_gain=0.289308 0.718872 1.21067 0.821714 0.959392 0.866155 0.813394 0.707473 0.812723 0.692944 0.602228
threshold=0.002945306478068233 0.00046126570669002836 0.013860232196748258 0.012636432424187662 0.000490355829242617 0.0015833032084628942 0.001792412775103003 0.0081988852471113222 0.0048403022810816774 0.00047558375808876013 0.020035739988088611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 9 4 -3 7 -7 -6 -9 -2 -1
right_child=1 3 -4 -5 5 6 -8 8 -10 -11 -12
leaf_value=9.4372661133106523e-05 0.00040802564265316778 -0.0036661525193835654 0.005755942223875799 -0.0026161988920471806 0.0017232441567903919 -0.0086419397221678511 0.00030215680344747081 -0.0048323652555436357 0.0032497407784423788 -0.0036177764456975176 0.0026178105096183119
leaf_weight=5887.1159414052963 207.30951344966888 179.53798592090607 67.917614936828613 349.6678454875946 1560.6041167974472 62.982037425041199 87.191807746887207 131.12862241268158 67.917614936828613 597.35750496387482 361.2689973115921
leaf_count=3335 60 100 20 201 518 33 24 56 20 293 120
internal_value=0 -0.000453355 -0.00193121 7.54168e-05 0.000525979 0.000920243 -0.0034522 0.00129358 -0.00207438 -0.00258067 0.000240312
internal_weight=0 3311.61 872.585 2439.03 2089.36 1909.82 150.174 1759.65 199.046 804.667 6248.38
internal_count=4780 1325 373 952 751 651 57 594 76 353 3455
is_linear=0
shrinkage=0.06


Tree=119
num_leaves=12
num_cat=0
split_feature=19 81 38 87 149 87 84 74 123 67 16
split_gain=0.301803 0.448467 0.645384 0.688254 0.338319 0.310453 0.414578 0.579869 0.360598 0.678175 0.656407
threshold=0.04673989117145539 0.013860232196748258 0.000490355829242617 0.00055427959887310873 0.0011980500421486797 0.0092791137285530585 0.00070876078098081063 0.00064626874518580746 0.0026833302108570938 0.0092791137285530585 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -3 8 7 -7 9 -1 -10
right_child=1 4 3 -5 -6 6 -8 -9 10 -11 -12
leaf_value=0.00021794562930727075 -0.0022530691645711561 -0.0081962667172234948 0.0093921328562291528 -0.0017360977631327812 -0.0015820782648338786 -0.00071719107654247619 -0.0031739456429244724 0.0076404630636021376 -0.0014483302699126014 0.0033572740007612135 0.0017414470429866029
leaf_weight=6968.989409327507 187.56720340251923 55.064760684967041 42.562994360923767 37.627416849136353 56.326640248298645 336.58602118492126 241.02408516407013 32.696927905082703 1046.3932794332504 256.75687503814697 298.40398919582367
leaf_count=3592 112 38 14 27 39 216 160 9 429 71 73
internal_value=0 -0.00165866 -0.000327148 0.00417482 -0.00485613 6.85314e-05 -0.00123884 2.46777e-05 0.000161643 0.000329542 -0.000740457
internal_weight=0 379.149 267.758 80.1904 111.391 9180.85 610.307 369.283 8570.54 7225.75 1344.8
internal_count=4780 230 153 41 77 4550 385 225 4165 3663 502
is_linear=0
shrinkage=0.06


Tree=120
num_leaves=12
num_cat=0
split_feature=97 31 79 12 138 18 105 144 35 97 36
split_gain=0.282877 0.343749 0.287656 0.769528 0.730896 0.877096 1.16052 1.1075 0.649917 0.96615 0.624995
threshold=0.091400381177663817 0.0022975050378590827 0.00068727668258361529 0.0087224207818508166 0.0054799309000372895 0.0045489775948226461 0.0015349716995842757 0.00039601318712811922 0.0014427106943912806 0.0019071503775194289 0.022641776129603389
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -7 9 -4 -10
right_child=1 -3 8 -5 -6 6 -8 -9 10 -11 -12
leaf_value=-0.00048049592239809931 -0.0060197596504640155 0.00098698659113626084 0.0020115689444543858 -0.0045705158810054047 -0.0062680051002369256 0.0025546546970767205 -0.0013418270152259428 0.014793703348412216 -0.00021298286661505155 -0.0024933267185334655 0.0024461318219776607
leaf_weight=1629.3460177183151 60.687248349189758 43.020934462547302 1204.3419291973114 161.30179119110107 69.978345394134521 60.687248349189758 88.219628691673279 47.381542563438416 5658.2374538183212 199.7331475019455 337.06431555747986
leaf_count=1108 34 20 650 63 47 34 53 15 2573 85 98
internal_value=0 -0.00311502 3.42111e-05 -0.00059342 -0.000254778 -2.39539e-05 0.00376401 0.00792944 0.000208689 0.0013706 -6.34454e-05
internal_weight=0 103.708 9456.29 2056.91 1895.61 1825.63 196.288 108.069 7399.38 1404.08 5995.3
internal_count=4780 54 4726 1320 1257 1210 102 49 3406 735 2671
is_linear=0
shrinkage=0.06


Tree=121
num_leaves=12
num_cat=0
split_feature=72 12 92 74 97 145 139 22 102 60 85
split_gain=0.345538 0.411484 0.469849 0.380739 0.332961 0.808157 0.932903 0.741001 0.643374 0.546345 0.609744
threshold=0.079227816313505187 0.010180860292166473 0.00068727668258361529 0.0032328735105693345 0.0014427106943912806 0.0016331639490090313 0.00070876078098081063 0.00040826165059115743 0.0028552538715302949 0.025578102096915249 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 9 7 -7 -8 10 -6
right_child=1 3 -4 -5 5 6 8 -9 -10 -11 -12
leaf_value=0.00015407210137461421 0.00033326346564364022 -0.0018128022032004175 0.0066593824467734855 0.0031846407350944804 -0.0041848249305671834 0.00058698506226653637 0.007039523112818618 -0.002226795240032998 0.0010580991924503168 0.0031879630506396368 -0.00098915955106591499
leaf_weight=6519.9281920194626 74.227012753486633 145.47232627868652 98.090783715248108 87.995747208595276 400.2651458978653 885.09657680988312 104.40018153190613 543.89553463459015 170.25197744369507 66.080765962600708 464.29535853862762
leaf_count=3611 25 42 27 19 196 335 32 276 56 27 134
internal_value=0 0.00171309 0.00393614 7.1326e-05 -7.59392e-05 -0.000645208 0.00013154 -0.000484062 0.00333348 -0.00206699 -0.00246897
internal_weight=0 405.786 172.318 233.468 9154.21 2634.29 1703.64 1428.99 274.652 930.641 864.561
internal_count=4780 113 52 61 4667 1056 699 611 88 357 330
is_linear=0
shrinkage=0.06


Tree=122
num_leaves=12
num_cat=0
split_feature=66 94 21 46 19 32 134 59 65 85 52
split_gain=0.268452 0.590497 0.640935 0.502338 0.881012 0.704157 1.0245 0.602155 0.936856 1.01764 0.891927
threshold=0.0003614811430452392 0.00043393640953581786 0.0079489401541650313 0.015200819820165636 0.002945306478068233 0.00068727668258361529 0.00017767510871635753 0.013032016810029747 0.041476719081401832 0.02129978779703379 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 5 -5 -7 10 9 -9 -1
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=0.0001926462939003374 0.0040474450931674054 0.0001619169461665643 -0.0024049992917183588 -0.0016593145027935703 -0.0027269254855424086 0.0034066837530566168 -0.005596072636975368 0.00044754307835176725 0.0096549361638310939 0.0089321651284089663 -0.001950540735064347
leaf_weight=3816.8193409442902 285.0881062746048 2308.8936092853546 68.716465830802917 348.9809353351593 695.89096307754517 314.22836554050446 53.115970969200134 709.43581604957581 48.414452075958252 54.723849892616272 855.69172751903534
leaf_count=1762 116 1142 46 192 419 125 28 379 13 18 540
internal_value=0 0.000511734 0.00279392 -0.000197528 -0.00120662 0.000270484 0.00210377 6.22962e-05 0.00156969 0.00105624 -0.000199876
internal_weight=0 2662.7 353.805 6897.3 1412.22 716.325 367.344 5485.09 812.574 764.16 4672.51
internal_count=4780 1304 162 3476 764 345 153 2712 410 397 2302
is_linear=0
shrinkage=0.06


Tree=123
num_leaves=12
num_cat=0
split_feature=48 124 115 49 41 36 69 147 114 132 72
split_gain=0.282887 0.322535 0.526142 0.646737 0.755522 0.469137 0.467154 0.64877 0.444704 0.440894 0.346163
threshold=0.0095705352723598498 0.036783467978239066 0.024810968898236755 0.0005375427135732026 0.00052132029668428015 0.00075379351619631063 0.0012745757703669371 0.05109804309904576 0.011169348377734424 0.015675474889576439 0.079227816313505187
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 6 8 -4 7 -3 -5 -7 -1
right_child=-2 2 5 4 -6 9 -8 -9 -10 -11 -12
leaf_value=6.8436338251696435e-05 -0.0035362680179510941 -0.005077503031869119 -0.0036618194763683408 -0.0059573867014664798 -0.00094970087187817983 0.0032471922906168803 0.0038446687225041666 0.0017978534069517181 -0.015433871899429531 -0.00080554997861804914 0.0021324100937350826
leaf_weight=8310.8762109279633 80.648351311683655 123.21134567260742 88.911627411842346 39.693235874176025 55.756759405136108 188.38131999969482 56.214699506759644 82.373259544372559 32.579898595809937 198.24738645553589 303.10550808906555
leaf_count=4351 47 61 31 23 16 45 22 23 23 50 88
internal_value=0 3.01523e-05 -0.00107399 -0.00270771 -0.00620065 0.000265562 -0.000997817 -0.00232316 -0.0102447 0.00116944 0.000141087
internal_weight=0 9479.35 865.37 389.829 128.03 475.54 261.799 205.585 72.2731 386.629 8613.98
internal_count=4780 4733 294 168 62 126 106 84 46 95 4439
is_linear=0
shrinkage=0.06


Tree=124
num_leaves=12
num_cat=0
split_feature=54 18 116 142 78 47 53 83 92 129 141
split_gain=0.29256 0.775874 0.824327 0.99595 0.87489 0.791793 0.69652 1.17552 1.24809 0.536807 0.987829
threshold=0.004017772153019906 0.00052132029668428015 0.0012357163941487672 0.0028552538715302949 0.0031340263085439806 0.0027679565828293566 0.0042751494329422721 0.013032016810029747 0.0020932231564074759 0.059226244688034065 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 -3 -5 -4 7 -7 -9 -1 -11
right_child=1 2 5 4 -6 6 -8 8 -10 10 -12
leaf_value=-0.00043745732410532156 -0.00024293099316873338 0.0003657273677167571 -0.0032109088258721469 0.014105358412278599 0.0036830422117195534 0.00075855429918199552 0.00017849430006503363 0.013855224575449243 0.0033208565213375539 -0.00042903707102976953 0.005335910042194073
leaf_weight=5330.0826159715652 2389.8676056861877 92.351266741752625 145.81323707103729 55.985729455947876 60.229308247566223 257.09778583049774 593.79574775695801 63.328036785125732 112.20042896270752 289.68277299404144 169.56506729125977
leaf_count=2716 1302 45 62 19 28 91 324 22 41 83 47
internal_value=0 0.000411283 0.00154352 0.00501814 0.00871173 0.000924936 0.00151273 0.00334355 0.00712722 -0.000267857 0.00170021
internal_weight=0 3770.67 1380.8 208.566 116.215 1172.24 1026.42 432.626 175.528 5789.33 459.248
internal_count=4780 1934 632 92 47 540 478 154 63 2846 130
is_linear=0
shrinkage=0.06


Tree=125
num_leaves=12
num_cat=0
split_feature=72 92 49 131 36 137 0 52 130 133 25
split_gain=0.26235 0.467409 0.609243 0.536117 0.314693 0.64576 0.836847 0.643936 0.488764 0.603531 0.486402
threshold=0.079227816313505187 0.00055427959887310873 0.0010585968848317864 0.0033348383149132137 0.013439828064292671 0.00040826165059115743 0.015675474889576439 0.0017376682371832433 0.00043393640953581786 0.013860232196748258 0.044033329933881767
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 8 7 -7 -6 10 -10 -1
right_child=1 3 -4 -5 5 6 -8 -9 9 -11 -12
leaf_value=0.00013880868262839351 -0.0033649210753593632 0.006723457305922189 0.0032650135384915606 0.00053991851620171377 0.0012643630283780548 0.00087249774830403849 0.0067982366424153406 -0.005855507622564063 -0.0019833024067925048 0.0010818393175728348 -0.0021663203870901843
leaf_weight=6929.9474636316299 116.7900071144104 97.86181366443634 86.962837696075439 104.17121148109436 110.93854939937592 302.64756798744202 119.65976560115814 77.666652083396912 963.2160804271698 304.24526977539062 345.89238393306732
leaf_count=3795 39 24 21 29 40 82 30 39 411 134 136
internal_value=0 0.00149272 -0.000535015 0.00353698 -6.61483e-05 0.00124929 0.00255275 -0.00166911 -0.000160226 -0.00124751 2.91949e-05
internal_weight=0 405.786 203.753 202.033 9154.21 610.913 422.307 188.605 8543.3 1267.46 7275.84
internal_count=4780 113 60 53 4667 191 112 79 4476 545 3931
is_linear=0
shrinkage=0.06


Tree=126
num_leaves=12
num_cat=0
split_feature=55 15 55 110 97 18 20 71 61 93 15
split_gain=0.27029 0.375209 0.361846 0.371645 0.351561 0.779004 0.669071 0.485511 0.684954 0.576516 0.738768
threshold=0.010829726699739696 0.00087947337306104611 0.0063990866765379914 0.00066645268816500913 0.0042751494329422721 0.015675474889576439 0.0013146653072908523 0.015200819820165636 0.0054799309000372895 0.00040826165059115743 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 7 -7 -6 9 -9 -11
right_child=1 -3 3 -5 5 6 -8 8 -10 10 -12
leaf_value=0.00014563061929301783 0.00039460009919414958 -0.0055024503099015401 0.0049912162513796642 -0.00025206910635552595 -0.0010619206655553888 -0.010141541486154607 -0.00032742778119845866 -0.0018378459035004247 -0.0048347229088571177 0.0085719564348860113 0.00028687733707531964
leaf_weight=7779.8233534097672 79.620530366897583 75.717862367630005 106.23703050613403 89.715566873550415 1062.690861582756 58.16348922252655 43.824873924255371 59.196398735046387 46.002633690834045 92.239326000213623 66.767676115036011
leaf_count=4119 18 29 25 26 394 32 15 30 28 28 36
internal_value=0 -0.00248154 4.10519e-05 0.00259171 -1.32512e-05 -0.000878262 -0.00592882 -0.000489646 0.00181169 0.00321449 0.00509539
internal_weight=0 155.338 9404.66 195.953 9208.71 1428.89 101.988 1326.9 264.206 218.203 159.007
internal_count=4780 47 4733 51 4682 563 47 516 122 94 64
is_linear=0
shrinkage=0.06


Tree=127
num_leaves=12
num_cat=0
split_feature=134 0 25 47 18 15 25 29 52 143 132
split_gain=0.265787 0.304891 0.462548 0.34701 0.736919 0.876576 0.711992 0.651769 0.579711 0.74732 0.673057
threshold=0.0020932231564074759 0.00017767510871635753 0.044033329933881767 0.0032328735105693345 0.0066005610860884198 0.034632634371519096 0.072653736919164671 0.0053125319536775359 0.0033348383149132137 0.035692447796463973 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 7 8 -6 9 -5 -10
right_child=-2 3 -4 4 5 -7 -8 -9 10 -11 -12
leaf_value=-0.00082439704559586599 -0.002829570108880056 0.0005126268703887065 -0.0078370463590293794 6.1650579896666908e-05 0.0033835341322464743 0.0098791110103334887 -0.0071665729721162334 -0.0015831876147549475 -0.00078823775827806556 0.0074618789123594813 -0.0044047489341907282
leaf_weight=632.56292629241943 117.92976880073547 4320.0243501663208 35.678627133369446 2228.5759916305542 213.50188195705414 46.577603101730347 56.672639608383179 171.39173913002014 1475.1728295087814 50.134271740913391 211.77697372436523
leaf_count=397 85 1800 17 1177 79 20 28 102 952 20 103
internal_value=0 3.53999e-05 -0.00119993 0.000129499 -0.000242124 0.00211404 -0.000494913 0.00117203 -0.000399391 0.000224784 -0.00124248
internal_weight=0 9442.07 668.242 8773.83 4453.8 431.471 4022.33 384.894 3965.66 2278.71 1686.95
internal_count=4780 4695 414 4281 2481 201 2280 181 2252 1197 1055
is_linear=0
shrinkage=0.06


Tree=128
num_leaves=12
num_cat=0
split_feature=6 79 111 39 55 3 141 44 133 88 65
split_gain=0.268206 0.471713 0.435517 0.400288 0.597484 1.1122 0.776863 0.725323 0.720163 0.601684 0.721491
threshold=0.0022272822679951791 0.015200819820165636 0.0031340263085439806 0.0048403022810816774 0.00099512818269431613 0.0015833032084628942 0.0026833302108570938 0.00090704852482303988 0.013860232196748258 0.023343417793512348 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -7 -5 -8 10 -9
right_child=1 -3 -4 4 -6 6 8 9 -10 -11 -12
leaf_value=0.00021695746730732041 -0.0043839706748955718 0.00076084204243348041 0.0022349825958762055 -0.0034062306991648485 0.0015625833690952101 -0.0056766733328715456 -0.0033496931676585528 -0.00032432391435020769 0.0026784954191726939 0.0079443091570508446 0.0048786715373786097
leaf_weight=6591.3312433958054 133.42341148853302 123.44540429115295 317.90715205669403 215.67455315589905 360.35311710834503 267.64567387104034 208.22030508518219 1092.0142937898636 108.41479027271271 36.482566595077515 105.08709168434143
leaf_count=3366 55 33 80 123 108 136 103 685 38 12 41
internal_value=0 -0.00191215 5.2842e-05 -2.43886e-05 -0.000688891 -0.00108792 -0.00329761 -0.000196901 -0.00128547 0.000364435 0.000132788
internal_weight=0 256.869 9303.13 8985.22 2393.89 2033.54 584.281 1449.26 316.635 1233.58 1197.1
internal_count=4780 88 4692 4612 1246 1138 277 861 141 738 726
is_linear=0
shrinkage=0.06


Tree=129
num_leaves=12
num_cat=0
split_feature=111 51 92 50 4 125 19 79 32 149 129
split_gain=0.256441 0.303438 0.666694 0.515082 0.605425 0.675307 0.536866 0.700358 0.524375 0.450748 0.584983
threshold=0.021960759535431865 0.0092791137285530585 0.4073652476072312 0.00066645268816500913 0.00087947337306104611 0.04273676127195359 0.0046923852059990176 0.0013146653072908523 0.0026833302108570938 0.0058306583669036635 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 6 9 7 -5 -3 10 -6
right_child=-2 2 -4 4 5 -7 -8 -9 -10 -11 -12
leaf_value=0.00012409638177056747 0.004157899047356332 -0.0067777667895879933 0.0055290179838255954 -0.0027318746844115275 -0.0038387667140800195 0.0062467506423916465 -0.0020687142006899353 0.0035973754681402907 0.00042037372562272091 0.00035417221019979988 0.0015837417986414156
leaf_weight=7997.0345532894135 53.004030227661133 104.1661229133606 57.476579070091248 80.877321362495422 459.68033754825592 36.482566595077515 150.74372601509094 282.68137645721436 55.985729455947876 197.08727049827576 84.779989361763
leaf_count=3967 11 60 23 50 291 12 80 100 19 128 39
internal_value=0 -2.31995e-05 -0.000803262 -0.0010542 -0.000656284 -0.00171205 0.000940894 0.00218901 -0.00426276 -0.0021044 -0.00299427
internal_weight=0 9507 1509.96 1452.48 1292.33 778.03 514.302 363.559 160.152 741.548 544.46
internal_count=4780 4769 802 779 700 470 230 150 79 458 330
is_linear=0
shrinkage=0.06


Tree=130
num_leaves=12
num_cat=0
split_feature=19 74 70 71 82 114 54 68 10 29 143
split_gain=0.266534 0.340817 0.34191 0.489368 0.38453 0.491841 0.274855 0.412619 0.375023 0.330914 0.61011
threshold=0.04673989117145539 0.00037263428384903824 0.034632634371519096 0.004017772153019906 0.0022975050378590827 0.00096484774257987748 0.055838862434029586 0.099488973617553725 0.0058306583669036635 0.010180860292166473 0.035692447796463973
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -5 7 9 -8 -1 -11
right_child=1 -3 -4 4 -6 -7 8 -9 -10 10 -12
leaf_value=0.00029464416307134445 -0.0059651506376183572 -0.0057369182117271459 0.0036077111649985786 -0.001828206538633258 -0.0039943630392456743 0.0054410833141577599 0.0047098676602824853 0.0055825478931889388 -0.0022412641285324197 -0.00098084917007567815 0.0022908126476347984
leaf_weight=6838.6342027187347 69.978345394134521 59.196398735046387 53.115970969200134 69.174405932426453 62.865008115768433 64.818886399269104 30.63110888004303 49.55930233001709 308.36164212226868 1720.7814042568207 232.88292694091797
leaf_count=3018 47 30 28 52 47 26 13 28 219 1141 131
internal_value=0 -0.00155872 -0.000784134 -0.00165939 -0.000126544 0.00168973 6.4417e-05 0.000128706 -0.00161196 9.79014e-05 -0.00059076
internal_weight=0 379.149 319.953 266.837 196.858 133.993 9180.85 8841.86 338.993 8792.3 1953.66
internal_count=4780 230 200 172 125 78 4550 4318 232 4290 1272
is_linear=0
shrinkage=0.06


Tree=131
num_leaves=12
num_cat=0
split_feature=92 101 39 84 110 101 46 63 27 24 74
split_gain=0.259947 0.651523 0.519833 0.51132 0.736746 0.749876 0.606807 0.515899 0.67151 0.534926 0.936084
threshold=0.00068727668258361529 0.028020657598972324 0.0041444667149335155 0.0019071503775194289 0.0035485138650983576 0.0026012937305495147 0.0045489775948226461 0.022641776129603389 0.037906534969806678 0.00017767510871635753 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 5 -5 -7 8 9 10 -2
right_child=1 2 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00046758001519831585 -0.0031537041296606527 -0.00079871147836270992 -0.0059522274220994344 0.00074181206365739598 -0.0046162261560621252 0.00024010705600319951 -0.0061632559353897391 0.0038028813558892449 -0.0031299022968559521 0.00082093478380714554 0.0027027471097658029
leaf_weight=2956.248002409935 315.94309663772583 228.75128889083862 101.75430452823639 716.33544898033142 158.42694413661957 96.48290479183197 118.85073757171631 174.26658618450165 178.51016497612 4371.9394966363907 142.49062705039978
leaf_count=1593 163 139 75 283 103 37 66 62 71 2154 34
internal_value=0 0.000209361 -0.00238667 0.000346168 -0.000834959 -0.000191542 -0.00329537 0.000594589 0.000482894 0.000616469 -0.00133321
internal_weight=0 6603.75 330.506 6273.25 1090.1 931.669 215.334 5183.15 5008.88 4830.37 458.434
internal_count=4780 3187 214 2973 489 386 103 2484 2422 2351 197
is_linear=0
shrinkage=0.06


Tree=132
num_leaves=12
num_cat=0
split_feature=105 26 14 123 89 115 130 136 20 135 141
split_gain=0.263805 0.535664 0.598937 0.617744 0.420078 0.39749 0.374356 0.367349 0.471143 0.645902 0.537913
threshold=0.011169348377734424 0.0014881226234138014 0.00017767510871635753 0.0012745757703669371 0.00047558375808876013 0.0020292587578296666 0.00062670491752214741 0.0012357163941487672 0.0022272822679951791 0.00057154725072905432 0.016668972559273246
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 4 -4 -2 -5 -1 10 -10 -9
right_child=1 -3 3 6 -6 -7 -8 8 9 -11 -12
leaf_value=0.00023015019506747165 -0.00051774676201854063 0.0030641293649101595 -0.0025058317238822432 -0.0032594349798843337 -0.0069816158191986196 0.0067863921503998901 0.0030568101917777192 -0.0026605852918475262 0.0044922174736789292 -0.0019163105775355685 0.001481891082939664
leaf_weight=7817.9646846055984 65.963736653327942 100.95545363426208 362.51561117172241 50.363241791725159 95.332965970039368 45.086753487586975 102.10539245605469 551.56857562065125 114.9531581401825 111.39140093326569 141.79862833023071
leaf_count=3811 41 49 214 23 53 16 33 361 46 77 56
internal_value=0 -0.00102732 -0.00160026 -0.00233773 -0.0034391 0.00245119 0.000969667 9.67108e-05 -0.00103749 0.00133892 -0.00181333
internal_weight=0 822.323 721.368 610.317 457.849 111.05 152.469 8737.68 919.712 226.345 693.367
internal_count=4780 429 380 323 267 57 56 4351 540 123 417
is_linear=0
shrinkage=0.06


Tree=133
num_leaves=12
num_cat=0
split_feature=130 32 139 6 81 104 150 105 6 79 59
split_gain=0.255821 0.584738 1.11309 0.594562 0.593249 0.697599 0.599684 0.473441 0.477027 0.600442 0.463293
threshold=0.00043393640953581786 0.0032328735105693345 0.0012745757703669371 0.00055427959887310873 0.0072436286136507997 0.0018488886416889729 0.0013560238294303419 0.011169348377734424 0.0022272822679951791 0.015200819820165636 0.031632266007363803
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 -3 6 -6 8 -1 -10 -9
right_child=1 3 -4 -5 5 -7 -8 10 9 -11 -12
leaf_value=0.00032039082370171284 -0.0034301752513337348 -0.0029030742768281878 0.0012018231184163016 0.0037179360490086433 6.6622620246973817e-05 -0.0020675151892936435 0.0064740416398958887 -0.0025610127885217484 -0.006013071953737811 0.00090013082995805494 0.0034365816499578317
leaf_weight=7401.6003952026367 532.30964851379395 211.894003033638 287.61695396900177 163.25566947460175 103.59624207019806 146.95808732509613 106.69497060775757 371.57773816585541 96.940844893455505 84.668048620223999 52.887000918388367
leaf_count=3839 264 89 87 42 37 77 31 224 43 22 25
internal_value=0 -0.000704899 -0.0018054 0.000527196 -0.000388543 0.00110329 0.00331907 0.000136673 0.000245833 -0.00279134 -0.0018131
internal_weight=0 1552.33 819.927 732.399 569.143 357.249 210.291 8007.67 7583.21 181.609 424.465
internal_count=4780 627 351 276 234 145 68 4153 3904 65 249
is_linear=0
shrinkage=0.06


Tree=134
num_leaves=12
num_cat=0
split_feature=0 25 0 25 149 11 145 44 129 140 141
split_gain=0.251819 0.416185 0.392056 0.436337 0.443698 1.21324 0.357105 0.334278 0.802349 0.847899 0.690171
threshold=0.00017767510871635753 0.044033329933881767 0.00050559637020342063 0.0022975050378590827 0.0048403022810816774 0.0010263677686452868 0.0030382014811038975 0.0060143163427710542 0.02636832278221846 0.0019672545604407792 0.016668972559273246
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -5 10 9 -9 -4
right_child=2 -3 7 6 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.00076563303158735442 -0.0014070140482794291 -0.0074164858362195064 2.7047042516520724e-05 -0.0031734561769417801 -0.00045389864040655439 0.010820216321152572 0.0032592357947895563 -0.0031964308113460616 0.0036335407035617017 -0.00029011671707016576 0.0021075771031798668
leaf_weight=636.34856498241425 47.493483304977417 35.678627133369446 5563.7084273099899 73.8810133934021 52.998941659927368 75.717862367630005 53.461970329284668 453.60499835014343 151.20675468444824 1775.9682828187943 639.93067646026611
leaf_count=400 32 17 2515 36 42 29 17 258 55 1134 245
internal_value=0 -0.00111978 8.46943e-05 0.00220348 0.00413645 0.00610975 -0.000472403 9.74709e-06 -0.000594622 -0.000881521 0.000241693
internal_weight=0 672.027 8887.97 303.553 176.21 123.211 127.343 8584.42 2380.78 2229.57 6203.64
internal_count=4780 417 4363 156 103 61 53 4207 1447 1392 2760
is_linear=0
shrinkage=0.06


Tree=135
num_leaves=12
num_cat=0
split_feature=133 31 14 39 28 21 0 55 34 63 74
split_gain=0.258092 0.532842 0.530103 0.609792 0.800367 0.563159 0.508181 0.463742 0.44982 0.549864 0.409166
threshold=0.00055427959887310873 0.0012357163941487672 0.00017767510871635753 0.0019071503775194289 0.00075379351619631063 0.00099512818269431613 0.0034400182776153092 0.00075379351619631063 0.00017767510871635753 0.00085274505545385193 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6 -3 9 10 -2
right_child=8 7 3 -5 6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00026682928684684549 -0.0025285161934954507 -5.0397820002339216e-05 0.0024410911256192501 0.0082761111392978294 0.0013765803299877629 0.0089344266301746595 -0.0049572349592780533 -0.0071899335809409133 -1.152973886918629e-06 -0.0060245090722278113 0.0014608367170621302
leaf_weight=359.75779342651367 225.31164956092834 98.889634609222412 161.87676060199738 62.870096683502197 132.50753128528595 68.375555038452148 69.408464550971985 48.872392177581787 8081.7992769479752 93.384176254272461 156.94627165794373
leaf_count=240 125 53 55 16 43 26 24 19 4099 43 37
internal_value=0 0.000910774 0.0014859 0.00275946 0.00195519 0.00437239 -0.00080204 -0.00241507 -0.000106696 -0.00189963 -0.000890626
internal_weight=0 1002.56 854.796 495.038 432.168 230.252 201.916 147.762 8557.44 475.642 382.258
internal_count=4780 476 404 164 148 81 67 72 4304 205 162
is_linear=0
shrinkage=0.06


Tree=136
num_leaves=12
num_cat=0
split_feature=54 2 118 64 141 98 125 96 5 77 86
split_gain=0.253688 0.594594 0.530472 0.570604 0.462617 1.12231 0.68294 0.494853 0.581448 0.48582 0.459478
threshold=0.004017772153019906 0.00052132029668428015 0.01884530205279589 0.00046126570669002836 0.022641776129603389 0.00017767510871635753 0.0031340263085439806 0.00080172589514404546 0.00066645268816500913 0.0054799309000372895 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 -6 7 -7 -9 10 -8
right_child=1 2 -4 -5 5 6 9 8 -10 -11 -12
leaf_value=-0.00042670716929743102 0.00089483058420853094 -0.00042598212700415707 0.0059466747207534525 -0.0042739011568010358 0.0053091807167517154 0.0067783188926815539 -0.0047666346855641268 0.0038595773991395629 -0.0032557757413187701 -0.0064706973978072421 0.0039783258802980701
leaf_weight=5219.1593322753906 2579.9789224863052 988.08731806278229 41.301114797592163 161.30179119110107 178.85616433620453 53.919910430908203 40.380146026611328 79.503501057624817 85.924839615821838 85.237929463386536 46.348633050918579
leaf_count=2583 1292 566 13 63 60 23 32 32 54 45 17
internal_value=0 0.00038299 -0.000726044 -0.000966312 -0.000249424 0.00137316 -0.000426759 0.00179232 0.00016407 -0.00325666 -9.40503e-05
internal_weight=0 3770.67 1190.69 1149.39 5789.33 570.171 391.315 219.348 165.428 171.967 86.7288
internal_count=4780 1934 642 629 2846 263 203 109 86 94 49
is_linear=0
shrinkage=0.06


Tree=137
num_leaves=12
num_cat=0
split_feature=97 15 6 102 106 67 114 51 32 147 65
split_gain=0.232571 0.374187 0.259173 0.264089 0.604569 0.62897 0.645428 0.515107 0.476282 0.700622 0.501172
threshold=0.091400381177663817 0.0037758676335215573 0.00899649551138282 0.0012357163941487672 0.00017767510871635753 0.00040826165059115743 0.00096484774257987748 0.010829726699739696 0.0070226341485977182 0.0027679565828293566 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 -5 10 -10 -6
right_child=1 -3 -4 7 8 6 -8 -9 9 -11 -12
leaf_value=-0.0008099791104895748 -0.0068727496263710913 0.00038035128405281623 -0.0042139294484403039 0.00054777181916691709 -0.00083653568732785209 0.0066824684542338853 0.001318475544452992 -0.0010477231329092389 -0.00040482528773112239 -0.0081731867030031911 0.0016354876095442266
leaf_weight=317.77485704421997 45.773663640022278 57.934519171714783 51.396151304244995 4869.6390475034714 2440.0832867622375 109.67666983604431 305.74629652500153 856.5109326839447 95.332965970039368 74.338953495025635 335.79225885868073
leaf_count=187 25 29 21 2182 1525 39 76 442 53 42 159
internal_value=0 -0.00282449 3.10247e-05 5.42672e-05 -0.000342399 0.00119918 0.0027359 0.000309105 -0.000726153 -0.00381121 -0.000537452
internal_weight=0 103.708 9456.29 9404.9 3678.75 733.198 415.423 5726.15 2945.55 169.672 2775.88
internal_count=4780 54 4726 4705 2081 302 115 2624 1779 95 1684
is_linear=0
shrinkage=0.06


Tree=138
num_leaves=12
num_cat=0
split_feature=66 46 25 148 23 45 13 130 51 128 121
split_gain=0.252952 0.43141 1.08871 0.8747 0.540571 0.4972 0.474494 0.759095 0.666234 0.661196 0.527569
threshold=0.0003614811430452392 0.015200819820165636 0.0014881226234138014 0.027182282879948619 0.0019672545604407792 0.0012357163941487672 0.0036604277556762104 0.00043393640953581786 0.0049928687512874612 0.00060774214216507982 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 4 5 -3 -4 7 -2 9 -9 -8
right_child=1 2 3 -5 -6 -7 10 8 -10 -11 -12
leaf_value=-0.00019175220068043286 0.00037786206953460081 0.0048068097093372135 0.0062455085569022156 0.010288188282211131 -0.0029053380836253141 0.0010412866935799647 0.00041358351028397136 0.00026616058846354725 0.00022757360393718451 -0.0068352658164191095 0.0055826836749971525
leaf_weight=6897.3014214038849 1355.1975959539413 40.039235234260559 93.272235512733459 63.099066734313965 177.00913822650909 226.34964764118195 200.54217553138733 66.996646165847778 170.59288823604584 159.57688295841217 110.02266919612885
leaf_count=3476 747 12 26 19 129 92 49 39 76 87 28
internal_value=0 0.000496728 0.00191298 0.00383772 -0.00148111 0.00256146 8.48983e-05 -0.000298217 -0.00260463 -0.00473622 0.00224603
internal_weight=0 2662.7 599.769 382.721 217.048 319.622 2062.93 1752.36 397.166 226.574 310.565
internal_count=4780 1304 278 137 141 118 1026 949 202 126 77
is_linear=0
shrinkage=0.06


Tree=139
num_leaves=12
num_cat=0
split_feature=108 15 112 73 9 27 13 71 88 77 72
split_gain=0.240706 0.452824 0.596229 1.01849 0.598094 0.420834 0.739642 0.541405 0.452501 0.419645 0.493994
threshold=0.00093549740267917525 0.0011261500185355546 0.0010585968848317864 0.0036604277556762104 0.00080172589514404546 0.0032328735105693345 0.0023699469165876512 0.0027679565828293566 0.00039601318712811922 0.066585760563611998 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 8 -3 10 -2
right_child=9 2 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00023743653165427699 -0.00020764870424874605 -0.00053144279097610213 -0.0027476729381706376 0.0088204234535803911 -0.0061550842220590152 0.00014524441765328421 -0.010864241903987278 -0.00045594892788540281 -0.0086678392199702765 -0.0031878044497468286 0.00078638912492771213
leaf_weight=1135.6661719083786 4190.4832446575165 39.693235874176025 59.079369425773621 50.93821120262146 112.42431044578552 326.16025102138519 36.711536645889282 257.20463800430298 64.701857089996338 132.39050197601318 3154.5462745428085
leaf_count=356 2557 23 44 15 75 126 15 139 40 57 1333
internal_value=0 -0.000570443 -0.00153928 0.00261151 -0.00208519 -0.00145286 -0.00276118 -0.00193574 -0.00557768 0.000158911 0.000219276
internal_weight=0 2082.58 946.913 110.018 836.896 724.472 398.311 361.6 104.395 7477.42 7345.03
internal_count=4780 833 477 59 418 343 217 202 63 3947 3890
is_linear=0
shrinkage=0.06


Tree=140
num_leaves=12
num_cat=0
split_feature=133 31 89 27 106 94 20 92 42 3 108
split_gain=0.235028 0.474573 0.566158 0.525202 0.432671 0.377914 0.447381 0.440329 0.427299 0.338925 0.296729
threshold=0.00055427959887310873 0.0012357163941487672 0.0017376682371832433 0.00077738583786413084 0.000490355829242617 0.0084566329605877417 0.00062670491752214741 0.0014427106943912806 0.0035485138650983576 0.0027679565828293566 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -4 6 8 -8 9 -1 -2
right_child=10 3 4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0014619583731429076 -0.00081847898873206712 0.0011871518462369581 0.0016131364965255048 -0.0059673830377071704 0.0065748863257139214 0.0046723572256712198 -0.00015648725095015461 0.0069998043047375513 0.001218905037401515 -0.0067566585356363422 7.2356449627827995e-05
leaf_weight=180.91180622577667 1673.1301908493042 76.404772520065308 146.27626574039459 71.357254266738892 111.51351881027222 66.080765962600708 70.324344754219055 55.181789994239807 167.2601010799408 57.24760901927948 6884.3111835718155
leaf_count=118 672 38 37 34 32 27 36 24 110 20 3632
internal_value=0 0.000869118 0.00141189 -0.00226962 0.00376118 0.000396994 -0.000135912 0.00299302 -0.00110504 -0.00273697 -0.000101825
internal_weight=0 1002.56 854.796 147.762 257.79 597.006 530.926 125.506 405.42 238.159 8557.44
internal_count=4780 476 404 72 69 335 308 60 248 138 4304
is_linear=0
shrinkage=0.06


Tree=141
num_leaves=12
num_cat=0
split_feature=14 1 67 117 31 70 144 8 82 87 66
split_gain=0.243661 0.630338 0.859378 0.565901 0.793629 0.614041 0.836318 0.624636 0.61545 0.673662 0.560007
threshold=0.002945306478068233 0.00046126570669002836 0.000490355829242617 0.012636432424187662 0.0081988852471113222 0.0056525857653468856 0.00017767510871635753 0.0095705352723598498 0.0038949446752667431 0.00038414125447161501 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 10 -10 -8
right_child=1 2 3 -5 -6 -7 8 -9 9 -11 -12
leaf_value=0.00022053115147984743 -0.0017999235941227138 -0.0032658805030957617 0.0025126392279282931 -0.0020555076020213809 -0.0024106862478041249 -0.0013440990983140469 0.0009712351793551917 0.010360806572877204 0.00254558869630185 -0.0069238050934060363 0.0041069646211444157
leaf_weight=6248.3849387168884 872.58463335037231 248.25445175170898 80.765380620956421 280.95137965679169 238.28153312206268 267.53373312950134 878.11044597625732 66.655735373497009 46.348633050918579 64.701857089996338 267.42688095569611
leaf_count=3455 373 146 33 155 93 119 259 19 17 40 71
internal_value=0 -0.000416065 7.90758e-05 0.000458252 0.000828135 0.00128995 0.00179193 0.00606577 0.00129009 -0.00297287 0.00170357
internal_weight=0 3311.61 2439.03 2190.78 1909.82 1671.54 1404.01 147.421 1256.59 111.05 1145.54
internal_count=4780 1325 952 806 651 558 439 52 387 57 330
is_linear=0
shrinkage=0.06


Tree=142
num_leaves=12
num_cat=0
split_feature=133 0 34 11 97 58 66 58 88 146 79
split_gain=0.213234 0.388556 0.53849 0.857769 0.44338 0.400453 0.373414 0.469045 0.308435 0.728266 0.841401
threshold=0.00055427959887310873 0.00017767510871635753 0.00017767510871635753 0.039062514901161201 0.00082683752407319855 0.00096484774257987748 0.0012745757703669371 0.0020932231564074759 0.064669914543628707 0.0079489401541650313 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 5 -3 7 -4 -2 10 -10
right_child=8 2 3 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.0011332132227272983 -1.7684639554842495e-05 0.0026366409764744868 0.00066576682073104425 0.0080923389355817953 0.00053153503673092069 0.0097470395805180684 0.0039763790848306143 -0.0034607920922608017 -0.0056201485733382833 -0.0077884633407227458 0.0011756542289520033
leaf_weight=266.83664584159851 8161.9845995903015 51.167181253433228 279.35367786884308 49.905301690101624 68.95052444934845 64.589916348457336 68.146584987640381 153.60839593410492 89.369567513465881 60.458278298377991 245.6289290189743
leaf_count=172 4171 18 103 17 18 23 23 102 37 31 65
internal_value=0 0.000827847 0.00153915 0.000599027 0.00434187 0.00660908 -0.000148696 -0.000798735 -9.69834e-05 -0.00173324 -0.000638439
internal_weight=0 1002.56 735.722 551.014 184.708 115.757 501.109 432.962 8557.44 395.457 334.998
internal_count=4780 476 304 245 59 41 228 205 4304 133 102
is_linear=0
shrinkage=0.06


Tree=143
num_leaves=12
num_cat=0
split_feature=54 54 47 77 101 102 40 83 75 23 27
split_gain=0.228152 0.356586 0.806992 0.681679 0.527914 0.488447 0.743971 0.689982 0.837062 0.745835 0.721228
threshold=0.055838862434029586 0.004017772153019906 0.0032328735105693345 0.00899649551138282 0.0014881226234138014 0.00062670491752214741 0.00244467705488205 0.0054799309000372895 0.00064626874518580746 0.0037758676335215573 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 7 8 -7 -10 -9
right_child=-2 -3 3 4 -6 6 -8 10 9 -11 -12
leaf_value=-0.00072821914259666072 -0.001522607067426758 0.0005413005786791881 -0.00066049900165970074 -0.0018473725869440122 -0.0064352075591348088 0.0066030038412102062 -4.6680201684958177e-05 -0.00045554960594699714 0.0010928391462615076 -0.0048866224925466027 0.00633022267605506
leaf_weight=1223.9570327997208 341.51651012897491 3429.1526364088058 1501.9063589572906 257.55063736438751 139.04081058502197 84.551019310951233 1683.113286614418 77.09168267250061 524.87066614627838 87.532718539237976 209.71624326705933
leaf_count=674 234 1700 945 128 82 36 663 47 151 44 76
internal_value=0 5.64406e-05 -0.000230758 -0.00124484 -0.00345704 0.000264074 0.000719496 0.00203021 0.00101058 0.000237518 0.00450674
internal_weight=0 9218.48 5789.33 1898.5 396.591 3890.83 2666.88 983.762 696.954 612.403 286.808
internal_count=4780 4546 2846 1155 210 1691 1017 354 231 195 123
is_linear=0
shrinkage=0.06


Tree=144
num_leaves=12
num_cat=0
split_feature=124 115 10 124 96 8 139 60 143 46 144
split_gain=0.220665 0.464816 0.583521 0.393609 0.876354 0.532053 0.483507 0.570852 0.657133 0.387097 0.372662
threshold=0.036783467978239066 0.024810968898236755 0.004017772153019906 0.016668972559273246 0.0070226341485977182 0.0027679565828293566 0.00046126570669002836 0.002945306478068233 0.001792412775103003 0.0016846025246195497 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 -1 5 10 7 8 -7 -2 -5
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-4.851245150145995e-05 -0.0094942700102226395 0.00033837883292176961 -0.00024930404564220914 0.0022333721482740696 -0.0049294714689077299 0.0050716614549601354 0.0030428693267293464 -0.0065137373678672474 -0.0026639616295438024 -0.0032518044191156758 0.0062866456970096509
leaf_weight=7760.427042722702 48.526392817497253 480.35888206958771 205.35563516616821 395.22780478000641 75.600833058357239 62.870096683502197 124.70728385448456 61.949127912521362 106.12000119686127 135.94717061519623 102.90933191776276
leaf_count=4160 30 127 81 130 43 16 34 35 39 57 28
internal_value=0 -0.000910865 -0.00244991 9.12377e-05 0.00125804 0.00180645 3.3725e-05 -0.00159183 0.000215252 -0.00489816 0.00307182
internal_weight=0 870.188 389.829 8689.81 929.384 853.784 355.647 230.939 168.99 184.474 498.137
internal_count=4780 295 168 4485 325 282 124 90 55 87 158
is_linear=0
shrinkage=0.06


Tree=145
num_leaves=12
num_cat=0
split_feature=138 32 63 21 55 54 93 109 37 75 88
split_gain=0.236287 0.381464 0.469986 0.251047 0.719593 0.275747 0.525852 0.615266 0.957754 1.17481 0.972587
threshold=0.070576477795839324 0.0020932231564074759 0.00099512818269431613 0.0079489401541650313 0.00066645268816500913 0.004017772153019906 0.0020292587578296666 0.0013146653072908523 0.0012745757703669371 0.0027679565828293566 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 -7 -8 -9 10 -10
right_child=1 -3 -4 4 -6 6 7 8 9 -11 -12
leaf_value=-0.00012690673819530689 -0.001189267421406694 0.0011818873006122488 -0.0092420656386669568 -0.00036357009560304107 -0.0063553931636424954 3.5651699306189271e-05 -0.003358837503951276 0.00055619777406194944 0.0018958374146995931 0.00013589272633848239 0.0098122779990946676
leaf_weight=5441.4994597434998 65.622825860977173 74.227012753486633 43.24990451335907 662.49694788455963 80.877321362495422 2140.264776468277 80.648351311683655 583.46665263175964 87.41568922996521 145.23826766014099 154.99239337444305
leaf_count=2638 21 25 23 463 50 983 47 344 58 70 58
internal_value=0 -0.00213406 -0.0043938 4.17002e-05 -0.00101623 0.000132802 0.000575523 0.00167402 0.00209228 0.00440359 0.00695946
internal_weight=0 183.1 108.873 9376.9 743.374 8633.53 3192.03 1051.76 971.113 387.646 242.408
internal_count=4780 69 44 4711 513 4198 1560 577 530 186 116
is_linear=0
shrinkage=0.06


Tree=146
num_leaves=12
num_cat=0
split_feature=123 123 26 132 85 110 89 39 101 53 27
split_gain=0.230903 0.573135 0.559526 0.832643 0.669398 0.684539 0.940114 0.630738 0.564966 0.56051 0.57046
threshold=0.0019672545604407792 0.00082683752407319855 0.00066645268816500913 0.00017767510871635753 0.00017767510871635753 0.00039601318712811922 0.00017767510871635753 0.0087224207818508166 0.0019071503775194289 0.00070876078098081063 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 9 8 -5 -7 -6 -11
right_child=-2 2 3 7 5 6 -8 -9 -10 10 -12
leaf_value=-0.00010282018631747822 -0.00060217743411912332 -0.0036028728403449889 0.0087964134109557706 -0.0018352844407540957 -0.00039744628978566424 0.0075482956621029445 -0.0016990015115996005 0.0067959837827602041 -0.00073897433724333947 -0.00093704531331174434 0.0049021659857062449
leaf_weight=6277.4030801057816 1848.892715215683 116.20994913578033 82.027260184288025 88.565628051757812 156.14233219623566 74.455982804298401 417.47860825061798 46.348633050918579 49.101362228393555 73.652043342590332 329.722008228302
leaf_count=3509 707 78 34 42 42 28 173 17 22 33 95
internal_value=0 0.000144392 0.00122673 0.00403316 0.000726073 0.00118346 -0.000338278 0.00113275 0.00425702 0.00265474 0.00383602
internal_weight=0 7711.11 1433.7 216.942 1216.76 1100.55 541.036 134.914 123.557 559.516 403.374
internal_count=4780 4073 564 93 471 393 223 59 50 170 128
is_linear=0
shrinkage=0.06


Tree=147
num_leaves=12
num_cat=0
split_feature=75 83 19 79 88 18 68 53 22 81 9
split_gain=0.22022 0.314447 0.489475 0.365603 0.762377 0.711677 0.730279 0.805096 0.666843 0.621096 0.616117
threshold=0.054214311763644225 0.00040826165059115743 0.00017767510871635753 0.0019672545604407792 0.064669914543628707 0.001792412775103003 0.0079489401541650313 0.0033348383149132137 0.00037263428384903824 0.0053125319536775359 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7 -8 -5 -10 -11
right_child=-2 3 -4 8 -6 6 7 -9 9 10 -12
leaf_value=0.0032090800502280522 -0.0013732622054090364 -0.00074384343987204731 -0.00079784456860961894 0.00093406781793711226 -0.0052810231480601181 6.6791507934914701e-05 0.0092248149543747021 0.0017421582664722177 0.00067835262382332808 -0.0017191056541458972 0.0046469624679083832
leaf_weight=272.47439920902252 402.57520067691803 2921.098547577858 183.67471253871918 2778.1347224712372 114.37818872928619 552.84063231945038 73.998042702674866 171.96670854091644 922.60187578201294 1108.7799931764603 57.476579070091248
leaf_count=75 102 1847 61 1201 54 300 22 94 407 594 23
internal_value=0 6.03989e-05 0.00159582 -2.01101e-05 -0.000458284 -0.000309858 0.00127705 0.00399614 0.000325092 -0.000484839 -0.001405
internal_weight=0 9157.42 456.149 8701.28 3834.28 3719.9 798.805 245.965 4866.99 2088.86 1166.26
internal_count=4780 4678 136 4542 2317 2263 416 116 2225 1024 617
is_linear=0
shrinkage=0.06


Tree=148
num_leaves=12
num_cat=0
split_feature=39 71 45 52 42 17 88 46 140 82 48
split_gain=0.206638 0.506111 0.641308 0.617032 0.607193 0.556093 0.829498 0.533791 0.697042 0.481868 0.41771
threshold=0.00747153488919139 0.0033348383149132137 0.000490355829242617 0.0060143163427710542 0.011519505176693203 0.014740333426743748 0.0014881226234138014 0.096724390983581557 0.01884530205279589 0.002945306478068233 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 -5 9 -7 8 10 -4 -3
right_child=1 3 5 4 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00013359233893149428 0.0014960693958151734 -0.00054924183244307509 -0.0029927717817496368 -0.0029841189956993394 0.0059066516166315537 -0.00089510097953218759 -0.01304917597334234 0.0066286678966390586 0.0068094892828964226 0.0022819064310977072 0.0034368477969159324
leaf_weight=7776.8823627233505 153.84754312038422 582.78483104705811 351.39275372028351 276.58568298816681 30.63110888004303 37.398446798324585 43.936814665794373 57.476579070091248 60.458278298377991 75.717862367630005 112.88733911514282
leaf_count=3863 43 304 177 191 13 24 32 23 31 29 50
internal_value=0 -0.000582522 -0.00189739 0.000194534 -0.00209603 -0.00292429 -0.00746862 0.0010596 0.00063545 -0.00205737 9.79855e-05
internal_weight=0 1783.12 662.293 1120.82 307.217 508.446 81.3353 813.607 756.13 427.111 695.672
internal_count=4780 917 305 612 204 262 56 408 385 206 354
is_linear=0
shrinkage=0.06


Tree=149
num_leaves=12
num_cat=0
split_feature=37 40 79 11 129 128 11 102 9 36 46
split_gain=0.222008 0.44214 0.448101 0.413247 1.19475 0.646646 0.587667 0.841384 0.659732 0.668205 0.455886
threshold=0.00038414125447161501 0.015675474889576439 0.0058306583669036635 0.0016846025246195497 0.059226244688034065 0.0019071503775194289 0.010180860292166473 0.0048403022810816774 0.00096484774257987748 0.00075379351619631063 0.096724390983581557
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 5 -5 7 -7 9 -8 -1
right_child=-2 2 -4 4 -6 6 8 -9 -10 -11 -12
leaf_value=0.00026198692655907059 0.00026009098726073214 -0.00090413539975172047 -0.0055096413988745593 -0.0002887071317254936 0.0065184803188547647 -0.0068618880050804231 -0.0028807372524912805 -0.0013055354160875672 -0.0057022684572315139 0.0058722540689628835 0.0064738464590185611
leaf_weight=2255.0958167314529 5284.5633652210236 241.02917373180389 111.05049014091492 975.68222677707672 75.030952215194702 199.61102962493896 53.115970969200134 192.96580958366394 52.083061456680298 76.521801829338074 43.24990451335907
leaf_count=1074 2539 129 57 652 20 130 28 74 30 24 23
internal_value=0 -0.00032143 -0.00235792 -0.000138621 -0.000870922 -0.00122902 -0.00282621 -0.00413177 -5.06195e-06 0.00228647 0.000379157
internal_weight=0 4275.44 352.08 3923.36 1625.01 1549.98 574.298 392.577 181.721 129.638 2298.35
internal_count=4780 2241 186 2055 958 938 286 204 82 52 1097
is_linear=0
shrinkage=0.06


Tree=150
num_leaves=12
num_cat=0
split_feature=14 95 143 70 21 60 13 149 145 142 71
split_gain=0.22112 0.458122 0.862812 0.651517 0.5758 0.778573 0.660789 0.62163 0.614191 0.720164 0.567963
threshold=0.002945306478068233 0.00039601318712811922 0.0011261500185355546 0.0056525857653468856 0.000490355829242617 0.0084566329605877417 0.00044738779251929378 0.0011980500421486797 0.0012745757703669371 0.0017376682371832433 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 8 -7 10 9 -6 -3
right_child=1 3 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=0.0002100911496157635 0.00048672214730397623 0.00086767576150850723 -0.0032321799341911831 -0.0018395191170882997 0.0012083900325887647 0.00040219000546109178 -0.01045761999226133 -0.0052468652416486619 0.001264444084898852 0.0093140246991647111 -0.0032582209234292667
leaf_weight=6248.3849387168884 410.83338820934296 533.82085239887238 495.25720107555389 521.63964259624481 77.55471134185791 48.068452715873718 34.645717620849609 94.529026508331299 860.08286702632904 80.307440519332886 154.87536406517029
leaf_count=3455 117 144 229 264 22 24 19 58 349 27 72
internal_value=0 -0.000396345 -0.00154611 3.67859e-05 0.000556397 0.00144121 -0.00415369 -0.000687045 0.00189619 0.00533516 -6.05024e-05
internal_weight=0 3311.61 906.091 2405.52 1883.88 1100.66 82.7142 783.225 1017.95 157.862 688.696
internal_count=4780 1325 346 979 715 441 43 274 398 49 216
is_linear=0
shrinkage=0.06


Tree=151
num_leaves=12
num_cat=0
split_feature=111 57 125 132 69 89 8 119 67 86 117
split_gain=0.220591 0.228648 0.860227 0.67441 0.520144 0.668487 0.510104 0.406987 0.454564 0.359466 0.427104
threshold=0.021960759535431865 0.00070876078098081063 0.0079489401541650313 0.00080172589514404546 0.014293605927377941 0.00043393640953581786 0.00747153488919139 0.0010585968848317864 0.0013146653072908523 0.0012745757703669371 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 7 -6 -7 8 -3 -1 -11
right_child=-2 2 3 -5 5 6 -8 -9 -10 10 -12
leaf_value=-0.00015221561906412871 0.00385631531449888 -0.0013546160360086742 -0.0025551906204847089 -0.011997165011964735 -0.0014621571003105927 0.000474560339517319 0.0083951614108149046 0.0022451188235195416 -0.0074448435769264272 0.0016656910469389603 -6.0697177361722455e-05
leaf_weight=6766.4831783771515 53.004030227661133 190.3199325799942 85.466899514198303 39.922205924987793 99.230545401573181 49.330332279205322 71.932223677635193 76.17580246925354 57.359549760818481 973.79449987411499 1096.9804027080536
leaf_count=3626 11 117 48 26 73 25 26 35 37 270 486
internal_value=0 -2.15299e-05 -0.0010903 -0.00556855 -5.79156e-05 0.00218929 0.00517606 -0.00158811 -0.00276747 5.94791e-05 0.000751189
internal_weight=0 9507 669.737 125.389 544.348 220.493 121.263 323.855 247.679 8837.26 2070.77
internal_count=4780 4769 387 74 313 124 51 189 154 4382 756
is_linear=0
shrinkage=0.06


Tree=152
num_leaves=12
num_cat=0
split_feature=55 58 16 72 130 117 99 117 145 38 138
split_gain=0.212129 0.411527 0.361545 0.565605 0.499104 0.644465 0.804115 0.452985 0.429793 0.347044 0.47403
threshold=0.010829726699739696 0.00060774214216507982 0.0020292587578296666 0.0054799309000372895 0.0015833032084628942 0.012636432424187662 0.0068083447404205808 0.0027679565828293566 0.0026833302108570938 0.0045489775948226461 0.070576477795839324
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 9 6 7 -6 -5 10 -1
right_child=1 -3 3 8 5 -7 -8 -9 -10 -11 -12
leaf_value=-2.5878992994347612e-05 0.0013734736007639462 -0.0048655742249051727 0.0047519617309113738 -0.00088001491971815822 0.0022912901593142615 0.002458035644937899 -0.011428603423957122 -0.0061633440414392031 0.0036408102833613569 0.0015075401047995028 -0.0037321907374590294
leaf_weight=8031.7565916776657 66.426765322685242 88.911627411842346 145.01438617706299 277.86791682243347 46.119663000106812 54.723849892616272 48.755362868309021 44.969724178314209 103.94224143028259 525.43036985397339 126.08110415935516
leaf_count=4220 16 31 36 68 14 18 33 30 26 236 52
internal_value=0 -0.00219843 3.63393e-05 0.00156334 -5.42916e-05 -0.00305888 -0.00521796 -0.00188484 0.000351345 1.30675e-05 -8.32059e-05
internal_weight=0 155.338 9404.66 526.825 8877.84 194.569 139.845 91.0894 381.81 8683.27 8157.84
internal_count=4780 47 4733 130 4603 95 77 44 94 4508 4272
is_linear=0
shrinkage=0.06


Tree=153
num_leaves=12
num_cat=0
split_feature=48 46 49 63 62 54 14 46 92 108 27
split_gain=0.201226 0.296138 0.186294 0.219317 0.532637 0.24439 0.370857 0.513785 0.675873 0.66897 0.958096
threshold=0.0095705352723598498 0.0081988852471113222 0.041476719081401832 0.022641776129603389 0.00085274505545385193 0.055838862434029586 0.002945306478068233 0.0016846025246195497 0.00043393640953581786 0.0051502294372767219 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 8 -1 10 -10
right_child=1 -3 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=4.302368172895562e-05 -0.0070096780154296282 0.00029525638414799551 -0.0033402400544082856 0.003545844514571394 -0.0029691361405627722 -0.0015924339985323159 -0.00046389748947802436 -6.1055513089831897e-05 0.0021613070617449853 0.00043506939731275361 0.0078846181826605945
leaf_weight=992.67689621448517 36.136567234992981 44.511784076690674 58.738458633422852 174.03761613368988 60.916218400001526 334.17420279979706 3137.1191078424454 3766.9700057506561 405.88763356208801 406.68648445606232 142.14462769031525
leaf_count=564 23 24 24 59 37 231 1260 2103 192 218 45
internal_value=0 -0.00298253 2.54032e-05 4.64236e-05 0.00185617 1.13624e-07 6.02551e-05 0.000348012 0.00113926 0.00227895 0.00364695
internal_weight=0 80.6484 9479.35 9420.61 234.954 9185.66 8851.48 5714.37 1947.4 954.719 548.032
internal_count=4780 47 4733 4709 96 4613 4382 3122 1019 455 237
is_linear=0
shrinkage=0.06


Tree=154
num_leaves=12
num_cat=0
split_feature=37 11 84 77 101 121 56 39 127 127 131
split_gain=0.195204 0.374423 0.45427 0.361211 0.354618 0.603584 0.715276 0.482157 0.414718 0.615193 0.791095
threshold=0.00038414125447161501 0.0016846025246195497 0.0060143163427710542 0.066585760563611998 0.018276390619575981 0.0015349716995842757 0.00038414125447161501 0.00747153488919139 0.024066280573606495 0.0066005610860884198 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 7 -7 -6 9 -2 -11
right_child=3 -3 -4 -5 5 6 -8 -9 -10 10 -12
leaf_value=0.00039995116613304136 0.00035834321971696772 -0.00095590650979768905 -0.0028420138509511546 -0.0035635101741338234 -0.0020883257617635392 -0.0019117378050851326 0.0052458492270528239 -0.0091536323032086961 -0.0018698551952818954 0.007171788137431908 0.0013032864402341231
leaf_weight=2296.0509321689606 4016.8832221031189 1812.5780558586121 166.80724954605103 88.107687950134277 208.90721523761749 118.61667895317078 87.074778437614441 41.642025589942932 259.38748633861542 107.61085081100464 356.33341979980469
leaf_count=1098 1929 1070 73 36 112 94 38 33 121 43 133
internal_value=0 -0.000301425 0.000180269 0.000243861 0.000308484 -0.00128898 0.00111934 -0.00326578 0.000462262 0.000597303 0.00266572
internal_weight=0 4275.44 2462.86 5284.56 5196.46 456.241 205.691 250.549 4740.21 4480.83 463.944
internal_count=4780 2241 1171 2539 2503 277 132 145 2226 2105 176
is_linear=0
shrinkage=0.06


Tree=155
num_leaves=12
num_cat=0
split_feature=66 131 37 135 11 24 15 98 11 148 113
split_gain=0.195829 0.496329 0.481375 0.562602 0.585157 0.462793 0.906217 0.481992 0.462754 0.485244 0.473644
threshold=0.0003614811430452392 0.13848232477903369 0.0045489775948226461 0.0027679565828293566 0.0062037324532866487 0.004017772153019906 0.0011261500185355546 0.0016331639490090313 0.0062037324532866487 0.041476719081401832 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 8 -7 -8 9 10 -2
right_child=2 -3 3 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00010224122597040078 0.0023826768498762876 -0.0040647418569424503 0.0010797473890016172 -0.0024071024854643813 0.0053481491135183856 0.00356408461114499 -0.0040941866396519517 -0.00080400984220335963 -0.0013948082631088769 0.0051510679757207876 -0.00046117662637656324
leaf_weight=6781.6613531112671 404.98193049430847 115.6400682926178 288.41580486297607 88.677568793296814 192.96580958366394 129.98377215862274 237.12650573253632 494.43799591064453 277.27768170833588 109.21872973442078 439.61238241195679
leaf_count=3421 118 55 113 59 74 41 140 327 169 33 230
internal_value=0 -0.000168734 0.000437041 0.00198256 0.00279153 1.59506e-05 -0.00105058 -0.00187089 0.000762363 0.00138954 0.000902568
internal_weight=0 6897.3 2662.7 570.059 481.382 2092.64 861.548 731.565 1231.09 953.813 844.594
internal_count=4780 3476 1304 246 187 1058 508 467 550 381 348
is_linear=0
shrinkage=0.06


Tree=156
num_leaves=12
num_cat=0
split_feature=134 116 124 109 2 88 97 47 86 115 0
split_gain=0.205478 0.244733 0.576958 0.682293 0.561355 0.461374 0.801372 0.67441 0.656856 0.616311 0.459748
threshold=0.0020932231564074759 0.0092791137285530585 0.00899649551138282 0.014740333426743748 0.0022272822679951791 0.00064626874518580746 0.0063990866765379914 0.011519505176693203 0.0013986918493174019 0.0010263677686452868 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 9 7 10 -9 -3 -7
right_child=-2 2 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00010621862714644773 -0.0024879472092605398 0.0028670959755461019 -0.0020059993004892759 -0.0014197980467969098 0.0064040478263489922 0.0097356395082832461 -0.0036401019892367058 -0.0027572102553069192 0.0062475490659810321 -0.0018003510194985212 0.0043630200554536204
leaf_weight=7854.895014166832 117.92976880073547 211.20200431346893 238.96844327449799 397.15624022483826 35.907597184181213 74.227012753486633 53.115970969200134 82.139200925827026 45.086753487586975 196.51738965511322 252.85420703887939
leaf_count=3891 85 111 102 264 20 25 28 51 16 105 82
internal_value=0 3.10951e-05 0.000710622 0.00119225 -0.000769753 0.0021207 0.00332814 0.00414347 0.000436327 0.000617535 0.00558487
internal_weight=0 9442.07 1587.17 1348.21 433.064 915.143 507.423 454.307 127.226 407.719 327.081
internal_count=4780 4695 804 702 284 418 202 174 67 216 107
is_linear=0
shrinkage=0.06


Tree=157
num_leaves=12
num_cat=0
split_feature=72 46 39 50 46 141 18 46 62 42 7
split_gain=0.201841 0.710531 0.249804 0.259812 0.229026 0.589453 0.59943 0.601777 0.803063 0.710905 0.818551
threshold=0.079227816313505187 0.00087947337306104611 0.0048403022810816774 0.0045489775948226461 0.0016846025246195497 0.022641776129603389 0.00047558375808876013 0.00017767510871635753 0.00017767510871635753 0.001792412775103003 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 -1 8 -8 10 -9
right_child=1 2 -4 -5 -6 -7 7 9 -10 -11 -12
leaf_value=-0.00049675734884293708 -0.0022290388016047045 0.0066372007225598741 0.00031553313605192461 0.0021725945819103701 -0.00026936339522525259 0.0031824910618762441 0.0064174502033529923 -0.0043018433852002168 -0.00090086918454751409 0.0020616193176612604 0.0025723703733078573
leaf_weight=1870.0699006319046 135.83522987365723 89.25762677192688 81.56932008266449 99.123693227767944 6119.9378132820129 246.08178055286407 159.8109415769577 178.27610635757446 81.452290773391724 402.7889050245285 95.795994639396667
leaf_count=1000 40 20 28 25 3139 102 59 99 42 198 28
internal_value=0 0.00130929 0.00308989 0.00429038 -5.80462e-05 0.000368162 0.000119668 0.00137514 0.00394738 0.000457837 -0.00189905
internal_weight=0 405.786 269.951 188.381 9154.21 3034.28 2788.19 918.124 241.263 676.861 274.072
internal_count=4780 113 73 45 4667 1528 1426 426 101 325 127
is_linear=0
shrinkage=0.06


Tree=158
num_leaves=12
num_cat=0
split_feature=143 137 112 47 79 21 27 47 25 143 18
split_gain=0.19088 0.728249 0.600661 0.471933 0.578713 0.561731 0.317145 0.25823 0.613304 0.557635 0.569334
threshold=0.035692447796463973 0.0018488886416889729 0.0010585968848317864 0.00096484774257987748 0.0019672545604407792 0.0011261500185355546 0.0010585968848317864 0.0032328735105693345 0.072653736919164671 0.01884530205279589 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 6 -5 -6 -2 -1 9 10 -9
right_child=1 -3 -4 4 5 -7 -8 8 -10 -11 -12
leaf_value=0.00026576797221008477 0.00017662198387166688 -0.0058672387132930213 0.0067886472157787639 -0.00069596318980148363 0.0098271484691352801 0.0018072892591628469 -0.0075950351360675617 -0.00033741786423484803 -0.0063100677332254195 -0.0026645828403119008 0.0020011200356797342
leaf_weight=4452.7557629346848 43.020934462547302 47.264513254165649 76.404772520065308 132.73141276836395 51.167181253433228 81.452290773391724 33.612808108329773 3833.3815053701401 61.720157861709595 331.19250357151031 415.29575991630554
leaf_count=1877 20 29 38 77 18 42 21 2212 32 223 191
internal_value=0 0.00118471 0.00198257 0.000907141 0.00210492 0.00490658 -0.00323761 -6.06576e-05 -0.000373802 -0.000293667 -0.000108791
internal_weight=0 465.654 418.389 341.985 265.351 132.619 76.6337 9094.35 4641.59 4579.87 4248.68
internal_count=4780 245 216 178 137 60 41 4535 2658 2626 2403
is_linear=0
shrinkage=0.06


Tree=159
num_leaves=12
num_cat=0
split_feature=75 72 38 148 150 35 27 39 144 82 42
split_gain=0.19783 0.406943 0.39666 0.365837 0.434514 0.273705 0.257341 0.660667 0.745067 0.735811 0.856584
threshold=0.054214311763644225 0.079227816313505187 0.00077738583786413084 0.014740333426743748 0.0011615398107096555 0.013439828064292671 0.0028552538715302949 0.0016846025246195497 0.00039601318712811922 0.0070226341485977182 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 -3 -5 -2 -1 9 -9 10 -8
right_child=2 3 -4 4 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00030223129157359158 -0.0011157036608485124 0.00030757752033232184 0.0021319636332199346 0.0079398997165928981 0.0011274446992307343 -0.0049474966259498822 0.00076663320854914699 0.0018583225051924546 -0.00069463426161231988 -0.0044245746724629834 0.0042475879952126577
leaf_weight=4963.6083625555038 211.21218144893646 159.6990008354187 93.043265461921692 67.688644886016846 67.113675475120544 98.319753766059875 842.41655313968658 511.19860672950745 2109.1808160543442 71.927135109901428 364.59160733222961
leaf_count=2854 49 42 23 17 25 30 335 267 933 57 148
internal_value=0 5.72456e-05 -0.00130158 0.00225106 0.00455155 -0.00233404 -1.56761e-05 0.000349091 -0.000196537 0.00146694 0.00181836
internal_weight=0 9157.42 402.575 294.501 134.802 309.532 8862.92 3899.31 2620.38 1278.94 1207.01
internal_count=4780 4678 102 84 42 79 4594 1740 1200 540 483
is_linear=0
shrinkage=0.06


Tree=160
num_leaves=12
num_cat=0
split_feature=97 15 72 29 74 13 32 54 81 83 78
split_gain=0.191424 0.298006 0.192354 0.530621 0.645873 0.904506 0.675286 0.625125 0.624304 0.679729 0.981614
threshold=0.091400381177663817 0.0037758676335215573 0.0062037324532866487 0.00057154725072905432 0.0005893622583243997 0.0030382014811038975 0.00087947337306104611 0.0017376682371832433 0.0005893622583243997 0.0020292587578296666 0.010500331409275534
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 -5 7 -7 -6 -1 -10 -11
right_child=1 -3 -4 4 5 6 -8 -9 9 10 -12
leaf_value=-0.0017783029325934981 -0.0061752202217292516 0.00029764585858491055 0.00034389049618877596 -9.4112887085980867e-05 -0.006603426262733217 -0.0033765917308460486 0.0033334414609114517 -0.0020773582595115074 0.004498329385334664 0.0025277734909573972 -0.0083079642471267055
leaf_weight=151.08972537517548 45.773663640022278 57.934519171714783 4004.4323414564133 4053.1469880342484 146.72911727428436 80.307440519332886 164.28857898712158 436.97668254375458 271.78748905658722 105.54503178596497 41.988024950027466
leaf_count=69 25 29 1595 2575 74 27 40 211 66 47 22
internal_value=0 -0.00256248 2.81454e-05 -0.000203774 -0.000406126 -0.00193271 0.00112988 -0.00321604 0.00152768 0.00271904 -0.000559625
internal_weight=0 103.708 9456.29 5451.86 4881.45 828.302 244.596 583.706 570.41 419.321 147.533
internal_count=4780 54 4726 3131 2927 352 67 285 204 135 69
is_linear=0
shrinkage=0.06


Tree=161
num_leaves=12
num_cat=0
split_feature=35 32 0 131 94 47 140 101 130 79 70
split_gain=0.200716 0.706763 0.60727 0.396004 0.484845 0.361802 0.336186 0.235407 0.269539 0.518724 0.769407
threshold=0.025578102096915249 0.0049928687512874612 0.019431582652032379 0.0027679565828293566 0.0012745757703669371 0.0005375427135732026 0.0038949446752667431 0.05109804309904576 0.00043393640953581786 0.020035739988088611 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 -4 -6 -7 8 9 -1 -11
right_child=1 -3 3 -5 5 6 -8 -9 -10 10 -12
leaf_value=0.00012154764790806907 0.0017335731265136754 0.0029075014451564653 -0.0078199082680945071 -0.0086810927834651344 0.003339559426417265 -0.0046401548850294027 0.00069586430589460113 -0.0015966623493166839 -0.00063568348261835463 0.00093389752756628964 0.0064841125437629958
leaf_weight=6716.1199365854263 104.17121148109436 122.64146482944489 53.344941020011902 46.002633690834045 45.086753487586975 114.37818872928619 67.57161557674408 295.63090574741364 1407.1992480754852 477.14312422275543 110.70957934856415
leaf_count=3603 29 38 31 28 16 54 31 192 574 147 37
internal_value=0 -0.00110922 -0.00225377 -0.00352654 -0.00267803 -0.00146697 -0.0026592 6.81432e-05 0.000124659 0.000271155 0.00198009
internal_weight=0 553.197 430.555 326.384 280.381 227.037 181.95 9006.8 8711.17 7303.97 587.853
internal_count=4780 227 189 160 132 101 85 4553 4361 3787 184
is_linear=0
shrinkage=0.06


Tree=162
num_leaves=12
num_cat=0
split_feature=19 81 24 95 80 6 3 100 133 24 21
split_gain=0.187039 0.341766 0.302369 0.251395 0.308174 0.197099 0.274541 0.320645 0.254083 0.437366 0.474723
threshold=0.04673989117145539 0.016668972559273246 0.0032328735105693345 0.00244467705488205 0.0025217677466571335 0.0022272822679951791 0.015200819820165636 0.0013986918493174019 0.00055427959887310873 0.00047558375808876013 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 8 7 -7 9 -1 -11
right_child=1 -3 3 4 -6 6 -8 -9 -10 10 -12
leaf_value=-0.00036613092660105185 -0.0023053834538643951 -0.0045887401811091338 -0.0024285927101163861 0.0060143033313367891 -0.00039092467417171565 -0.00097265311848284449 -0.00027527918488975907 -0.0086887635360192207 -7.7985107602413138e-06 0.003143679734050631 -0.0016435638543361654
leaf_weight=425.04479706287384 141.56456971168518 87.644659280776978 41.184085488319397 58.738458633422852 50.017242431640625 41.759054899215698 174.15464544296265 36.136567234992981 8009.3022609949112 403.02296364307404 91.43029797077179
leaf_count=210 84 61 27 24 34 19 45 23 4019 170 64
internal_value=0 -0.00130577 -0.000317461 0.00155971 0.00307086 5.39377e-05 -0.00160037 -0.00455879 0.000100654 0.00104523 0.00225831
internal_weight=0 379.149 291.504 149.94 108.756 9180.85 252.05 77.8956 8928.8 919.498 494.453
internal_count=4780 230 169 85 58 4550 87 42 4463 444 234
is_linear=0
shrinkage=0.06


Tree=163
num_leaves=12
num_cat=0
split_feature=14 79 67 27 67 21 129 72 7 84 20
split_gain=0.192558 0.422228 0.588244 0.55454 0.843459 0.776144 0.539532 0.798803 0.839831 1.05517 0.577612
threshold=0.002945306478068233 0.020035739988088611 0.00044738779251929378 0.0028552538715302949 0.00040826165059115743 0.015675474889576439 0.007706565549597145 0.019431582652032379 0.001792412775103003 0.00017767510871635753 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -4 8 -8 -10 -11
right_child=-2 -3 6 4 -6 -7 7 -9 9 10 -12
leaf_value=0.00011516887722146489 -0.0003698879091192095 0.0021867628617835084 -0.0015069985432538014 0.00089349296078455203 0.0081808312845189895 0.0099296431812578526 0.0018355117685029067 0.0027631249097807178 0.0034781129093659352 -0.010423239187846205 -0.0033521437214894213
leaf_weight=2951.84159719944 3311.6146640777588 361.2689973115921 1273.1703357696533 786.41046941280365 69.179494500160217 35.678627133369446 192.73683953285217 325.47842943668365 60.575307607650757 60.916218400001526 131.12862241268158
leaf_count=1877 1325 120 713 440 21 17 71 86 17 37 56
internal_value=0 0.000196028 7.38294e-05 0.000511225 0.00182279 0.00128682 -0.000748541 0.000504218 -0.0011469 -0.00342216 -0.00559934
internal_weight=0 6248.38 5887.12 3843.11 891.269 822.089 2044.01 770.835 445.357 252.62 192.045
internal_count=4780 3455 3335 2355 478 457 980 267 181 110 93
is_linear=0
shrinkage=0.06


Tree=164
num_leaves=12
num_cat=0
split_feature=38 127 141 22 50 75 81 13 80 65 108
split_gain=0.195468 0.452219 0.519921 0.543316 0.506266 0.422897 0.628318 0.724214 0.86343 0.818438 0.681731
threshold=0.00085274505545385193 0.024066280573606495 0.013439828064292671 0.00017767510871635753 0.0010918468469753864 0.0062037324532866487 0.00017767510871635753 0.00068727668258361529 0.0022272822679951791 0.041476719081401832 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 -2 8 -8 10 -10
right_child=1 -3 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00016072050127184721 0.0065653292534982493 -0.00313552714066703 0.0098751408700394738 -0.00038883958180184448 0.0029323145944337528 0.0013898178189749549 -0.0021989253407953264 -0.0032889337017189585 0.0076396647438384084 0.0088837190006391901 0.00022265795358556478
leaf_weight=7076.6002601385117 45.315723538398743 119.88364708423615 54.723849892616272 103.47921276092529 122.29546546936035 805.9441636800766 349.32184612751007 282.21834778785706 48.872392177581787 50.134271740913391 501.21042239665985
leaf_count=3635 19 64 18 51 49 261 212 125 19 20 307
internal_value=0 0.000457972 0.000640368 0.00306495 0.00508299 0.000313744 -0.000365408 -0.000620898 0.000172348 0.00155255 0.000882895
internal_weight=0 2483.4 2363.52 280.499 177.019 2083.02 1277.07 1231.76 949.539 600.217 550.083
internal_count=4780 1145 1081 118 67 963 702 683 558 346 326
is_linear=0
shrinkage=0.06


Tree=165
num_leaves=12
num_cat=0
split_feature=75 38 30 75 144 92 28 11 28 65 77
split_gain=0.179733 0.34269 0.300927 0.29696 0.581151 0.726383 0.91099 0.474999 0.908002 0.654065 0.45191
threshold=0.054214311763644225 0.00077738583786413084 0.0062037324532866487 0.013860232196748258 0.0027679565828293566 0.011169348377734424 0.0022975050378590827 0.0046923852059990176 0.0026012937305495147 0.00077738583786413084 0.010500331409275534
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -5 -6 9 -9 -8
right_child=1 -3 -4 4 7 -7 10 8 -10 -11 -12
leaf_value=-8.9464356778988686e-05 -0.0052930444887773348 0.0019508253193665107 -0.0010683932381510227 0.00082633506237596841 0.0005699029228696937 -0.0015413458864081352 0.0097732208622347688 -0.0047074346541354428 -0.010697015627112944 0.0051040804139342337 0.0036815482965522135
leaf_weight=7775.6713610887527 82.831199645996094 93.043265461921692 226.70073556900024 169.21906793117523 782.20251059532166 114.26624798774719 95.795994639396667 51.85409140586853 41.184085488319397 46.119663000106812 81.111379981040955
leaf_count=4251 29 23 50 58 214 37 28 27 27 14 22
internal_value=0 -0.00124061 -0.00220026 5.45712e-05 0.000865064 0.00260554 0.0039746 -4.82021e-06 -0.00323341 -8.83173e-05 0.00698387
internal_weight=0 402.575 309.532 9157.42 1381.75 460.393 346.126 921.36 139.158 97.9738 176.907
internal_count=4780 102 79 4678 427 145 108 282 68 41 50
is_linear=0
shrinkage=0.06


Tree=166
num_leaves=12
num_cat=0
split_feature=128 6 35 97 139 24 18 0 105 8 23
split_gain=0.177208 0.337818 0.30458 0.28209 0.554227 0.635725 0.613908 0.472486 0.598395 0.899245 0.422361
threshold=0.05109804309904576 0.00060774214216507982 0.0063990866765379914 0.0014427106943912806 0.00070876078098081063 0.0063990866765379914 0.010829726699739696 0.00068727668258361529 0.0068083447404205808 0.014293605927377941 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 -6 7 -5 9 10 -9
right_child=1 -3 -4 4 5 -7 -8 8 -10 -11 -12
leaf_value=0.00015707584859336017 -5.7205976684566927e-05 -0.0012100457350384276 0.0045056053503497503 -0.0048713223806592888 7.0603432650115578e-05 0.0050919130470867373 -0.0046989204309611033 -0.001363098330717653 -0.0043370634791568786 0.0060753374456282393 0.00064716879310626257
leaf_weight=6639.0129882097244 86.158898234367371 120.92164516448975 135.37728977203369 94.875025868415833 455.92014169692993 113.23333847522736 153.26748514175415 900.12719082832336 136.74602150917053 78.012651443481445 646.34692645072937
leaf_count=3649 26 31 34 47 133 39 82 330 83 28 298
internal_value=0 0.00134001 0.00273183 -4.97826e-05 -0.000582373 0.00107031 -0.00105052 -0.000749022 -0.000526696 -0.0002057 -0.000522922
internal_weight=0 342.458 221.536 9217.54 2578.53 569.153 2009.38 1856.11 1761.23 1624.49 1546.47
internal_count=4780 91 60 4689 1040 172 868 786 739 656 628
is_linear=0
shrinkage=0.06


Tree=167
num_leaves=12
num_cat=0
split_feature=14 127 27 102 104 145 60 124 144 133 140
split_gain=0.178395 0.394816 0.630867 0.538909 0.58212 0.581246 0.432452 0.43105 0.720105 0.721461 0.618311
threshold=0.002945306478068233 0.00017767510871635753 0.0041444667149335155 0.0016846025246195497 0.0070226341485977182 0.0026833302108570938 0.0019672545604407792 0.00073092587990686308 0.0011261500185355546 0.0048403022810816774 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -4 9 -9 -10
right_child=1 2 7 4 -6 -7 -8 8 10 -11 -12
leaf_value=0.00018870462062727311 -0.0010499759727740335 -0.0045510437378366063 -0.0016587031632093029 0.0010728401959668899 -0.0052589543580720838 0.0041386507511778255 -0.0053659015664859287 0.0094767583149117998 0.0012066647391118924 0.0022609572724969626 -0.0038009062539223742
leaf_weight=6248.3849387168884 1560.4667332172394 150.16875660419464 189.6330224275589 97.286844253540039 66.996646165847778 118.85582613945007 61.033247709274292 69.179494500160217 718.29950439929962 178.51016497612 101.18442368507385
leaf_count=3455 656 88 108 32 39 35 23 21 200 71 52
internal_value=0 -0.000356001 0.000262432 -0.00155322 -0.000244272 0.000969295 -0.00141115 0.000976651 0.00144506 0.00427934 0.000587975
internal_weight=0 3311.61 1751.15 494.341 344.173 277.176 158.32 1256.81 1067.17 247.69 819.484
internal_count=4780 1325 669 217 129 90 55 452 344 92 252
is_linear=0
shrinkage=0.06


Tree=168
num_leaves=12
num_cat=0
split_feature=51 93 114 133 80 98 110 16 12 3 20
split_gain=0.18193 0.584215 1.0883 0.517615 0.504072 0.460921 0.45278 0.351878 0.521548 0.647085 0.483328
threshold=0.0092791137285530585 0.021960759535431865 0.0016846025246195497 0.015675474889576439 0.0054799309000372895 0.0022975050378590827 0.00017767510871635753 0.0010918468469753864 0.00747153488919139 0.00899649551138282 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 5 6 -5 8 -2 10 -10
right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=0.00011444554949504985 -0.0011254445643917963 -0.0019404364052616615 0.010004060563259616 0.0056974967242973953 -0.0048400130260374289 -0.0012379940254662908 -5.499837375589548e-05 0.0020778916379428506 -0.0096651991025900937 -0.0004023707373898569 -0.00271449405210348
leaf_weight=8025.9458425045013 728.4708616733551 59.079369425773621 51.167181253433228 129.98377215862274 46.231603741645813 112.77030980587006 79.274531006813049 85.929928183555603 87.186719179153442 92.468296051025391 61.491187810897827
leaf_count=3973 442 44 18 41 31 64 29 23 55 31 29
internal_value=0 -0.000598656 0.00360724 -0.000924552 0.00101207 0.00185346 0.00351926 -0.00160024 -0.00192638 -0.00434444 -0.00679424
internal_weight=0 1534.05 110.247 1423.81 368.26 322.029 209.258 1055.55 969.617 241.146 148.678
internal_count=4780 807 62 745 165 134 70 580 557 115 84
is_linear=0
shrinkage=0.06


Tree=169
num_leaves=12
num_cat=0
split_feature=12 94 128 36 40 19 53 54 71 6 58
split_gain=0.169199 0.867161 0.451047 0.595966 0.444957 0.449979 0.705913 0.448899 0.43977 0.43161 0.427345
threshold=0.015200819820165636 0.020658296532928947 0.05109804309904576 0.00075379351619631063 0.013439828064292671 0.00077738583786413084 0.0056525857653468856 0.0045489775948226461 0.0048403022810816774 0.00060774214216507982 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 7 -7 -5 -2 -4 -6
right_child=1 -3 9 4 10 6 -8 -9 -10 -11 -12
leaf_value=0.00011740593473769181 -0.0016708110122812074 -0.007174846708762575 0.004419253843603625 9.0241602501386339e-05 -0.00033643610659066491 0.00035944078481972325 0.0054512216594405118 -0.0045390445559289096 -0.0069379551609725842 -0.00061683675186454117 -0.0065439763779772267
leaf_weight=7859.8814696073532 205.70163452625275 68.029555678367615 132.85353064537048 303.22253739833832 95.338054537773132 404.29502034187317 129.29686200618744 100.26854348182678 78.928531646728516 113.57933783531189 68.604525089263916
leaf_count=4267 70 37 32 74 22 109 32 40 40 28 29
internal_value=0 -0.00054271 -0.000265843 -0.000686513 -5.37519e-05 0.000450843 0.00159404 -0.00106099 -0.00313332 0.00209884 -0.00293649
internal_weight=0 1700.12 1632.09 1385.66 1101.03 937.083 533.592 403.491 284.63 246.433 163.943
internal_count=4780 513 476 416 306 255 141 114 110 60 51
is_linear=0
shrinkage=0.06


Tree=170
num_leaves=12
num_cat=0
split_feature=111 108 143 42 129 1 115 17 110 125 77
split_gain=0.165436 0.193938 0.383617 0.734154 0.619539 0.344847 0.598236 0.359732 0.320938 0.621443 0.534307
threshold=0.021960759535431865 0.00093549740267917525 0.035692447796463973 0.011519505176693203 0.02636832278221846 0.00017767510871635753 0.00244467705488205 0.00040826165059115743 0.00039601318712811922 0.015200819820165636 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 5 6 -4 -7 10 -10 -3
right_child=-2 2 3 -5 -6 7 -8 -9 9 -11 -12
leaf_value=-0.00053801544737001319 0.003339587148328486 -0.00057859072212089588 -0.0015492643358892236 0.0093794362358248663 0.0073847906768624103 0.0026606894521700466 0.0067810810947706067 -0.0036317189095433989 -4.7346151945437288e-05 -0.0023363945373908617 0.0011305507520433344
leaf_weight=2034.3940995931625 53.004030227661133 1028.8032863140106 66.192706704139709 42.791964411735535 47.381542563438416 45.54469358921051 58.280518531799316 115.40600967407227 3757.6738201379776 481.60040736198425 1828.9265236854553
leaf_count=823 11 649 44 17 15 22 18 83 2121 252 725
internal_value=0 -1.86567e-05 0.000122742 0.00199118 0.00103867 -1.70245e-05 0.00235346 -0.00185059 2.38316e-05 -0.000307441 0.000515249
internal_weight=0 9507 7472.6 375.597 332.805 285.424 124.473 160.951 7097 4239.27 2857.73
internal_count=4780 4769 3946 199 182 167 62 105 3747 2373 1374
is_linear=0
shrinkage=0.06


Tree=171
num_leaves=12
num_cat=0
split_feature=48 85 133 31 40 89 12 131 45 127 75
split_gain=0.162403 0.339938 0.180313 0.33433 0.467046 0.409411 0.362085 0.308819 0.286658 0.469607 0.306829
threshold=0.0095705352723598498 0.0063990866765379914 0.00055427959887310873 0.0012357163941487672 0.00060774214216507982 0.0017376682371832433 0.024810968898236755 0.000490355829242617 0.0010263677686452868 0.0098710241727530974 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 8 7 -7 -1 10 -10
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 -12
leaf_value=-0.001445952574421198 -0.0060157513053471405 0.0018589629201590796 -6.703566498862715e-05 0.00012148928153595846 -0.0076676291618272881 0.0021959049544040708 0.00098786628856708017 0.0081131116592396066 -0.00019316306246203207 0.0076138027065855915 0.0043902910967283893
leaf_weight=204.66363644599915 46.460573792457581 34.187777519226074 8479.3167822360992 108.06879091262817 37.169476747512817 57.24760901927948 129.06789195537567 71.474283576011658 289.77944803237915 38.431356310844421 64.131976246833801
leaf_count=103 34 13 4259 49 21 20 29 20 193 22 17
internal_value=0 -0.0026794 2.28352e-05 0.000784783 -0.00187581 0.00123701 0.0032348 0.00548525 0.000373961 0.00132344 0.000638406
internal_weight=0 80.6484 9479.35 1000.03 145.238 854.796 257.79 128.722 597.006 392.343 353.911
internal_count=4780 47 4733 474 70 404 69 40 335 232 210
is_linear=0
shrinkage=0.06


Tree=172
num_leaves=12
num_cat=0
split_feature=86 17 135 113 98 57 67 75 21 60 25
split_gain=0.176608 0.424118 0.581725 0.483572 0.619143 0.444301 0.610095 0.517797 0.473851 0.405114 0.546354
threshold=0.0012745757703669371 0.019431582652032379 0.0044099434744566688 0.00017767510871635753 0.0011261500185355546 0.00047558375808876013 0.0023699469165876512 0.017188700847327713 0.001792412775103003 0.00046126570669002836 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 5 3 -3 -5 -2 7 8 -7 -1 -11
right_child=1 2 -4 4 -6 6 -8 -9 -10 10 -12
leaf_value=0.00027388818214369538 0.0011039921733293372 -0.0099945541664244863 0.0029940151984369579 0.0019483077934928765 -0.0053889704479501378 -0.0046364077674809056 -0.0061125571366739666 0.0061802840895757334 0.00065141626346619064 -0.0016386439544754966 -4.4156658921259537e-05
leaf_weight=3746.9122277498245 1825.2731800079346 33.612808108329773 67.57161557674408 74.684952855110168 92.692177534103394 86.49980902671814 71.586224317550659 42.334024310112 206.38345611095428 1231.268808722496 2081.1803184747696
leaf_count=1980 615 21 31 31 65 46 37 11 110 863 970
internal_value=0 0.000433302 -0.00181896 -0.00343774 -0.00211581 0.000704362 -0.00108856 -1.41687e-05 -0.000911333 -0.00015347 -0.000636874
internal_weight=0 2500.64 268.562 200.99 167.377 2232.08 406.804 335.217 292.883 7059.36 3312.45
internal_count=4780 967 148 117 96 819 204 167 156 3813 1833
is_linear=0
shrinkage=0.06


Tree=173
num_leaves=12
num_cat=0
split_feature=113 37 36 25 118 43 79 28 79 150 32
split_gain=0.175565 0.520433 0.654643 0.523167 0.994284 0.464119 0.524955 0.877393 0.642626 0.424302 0.751695
threshold=0.0019071503775194289 0.0020932231564074759 0.022641776129603389 0.0095705352723598498 0.010829726699739696 0.0017376682371832433 0.0033348383149132137 0.00017767510871635753 0.0019672545604407792 0.0017376682371832433 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 6 7 -3 -9 10 -2
right_child=1 5 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.00018237296016656299 -0.0012109236293458637 0.010806316216381699 0.007603121064469036 -0.0026083979715123976 0.0077705468770619584 8.917409041771296e-05 0.00097682536834914346 -5.5544915133664562e-05 0.0078262826280823799 -0.00034330278161625672 0.0092532593236631343
leaf_weight=6360.1070810556412 52.769971609115601 65.047856450080872 38.777355670928955 294.26217401027679 58.967428684234619 408.51824486255646 260.76639521121979 110.82152009010315 55.985729455947876 1807.6272126436234 46.348633050918579
leaf_count=2915 39 29 11 143 27 242 108 54 19 1176 17
internal_value=0 0.000362499 -0.000116604 -0.000249392 0.000103859 0.00158454 0.00282434 0.00490091 0.00259295 -0.000133633 0.0036866
internal_weight=0 3199.89 2298.75 2259.98 1965.71 901.14 492.622 231.855 166.807 1906.75 99.1186
internal_count=4780 1865 1413 1402 1259 452 210 102 73 1232 56
is_linear=0
shrinkage=0.06


Tree=174
num_leaves=12
num_cat=0
split_feature=79 138 137 35 51 137 88 45 119 100 18
split_gain=0.171444 0.822318 0.478809 0.475454 0.574161 0.666767 0.648878 1.20863 1.10972 0.537435 0.464175
threshold=0.00068727668258361529 0.0054799309000372895 0.00070876078098081063 0.0014427106943912806 0.0018488886416889729 0.00040826165059115743 0.00039601318712811922 0.0026833302108570938 0.00068727668258361529 0.0021592099219560628 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 -2 6 -6 -8 -9 -7 -1
right_child=3 2 -4 -5 5 9 7 8 -10 -11 -12
leaf_value=-0.00051575231476545065 2.7214052996656868e-05 -0.0085583291941525412 -0.00089788284989233741 -9.6660910149753604e-05 0.00085101828504290425 -0.0040393368911024949 0.010721163308501286 -0.00034787605688169239 0.010946335614425309 0.0022777823085495977 0.0023976493045307695
leaf_weight=1740.9714772701263 773.68482160568237 68.945435881614685 51.167181253433228 6065.6261141300201 169.783860206604 84.891930103302002 102.33436250686646 126.42201495170593 41.530084848403931 112.77030980587006 221.87201023101807
leaf_count=1157 382 49 18 2707 112 56 36 72 16 64 111
internal_value=0 -0.000481358 -0.00529849 0.000134141 0.00112596 0.00245873 0.00375871 0.00558422 0.00244973 -0.000435963 -0.000186328
internal_weight=0 2082.96 120.113 7477.04 1411.42 637.733 440.07 270.286 167.952 197.662 1962.84
internal_count=4780 1335 67 3445 738 356 236 124 88 120 1268
is_linear=0
shrinkage=0.06


Tree=175
num_leaves=12
num_cat=0
split_feature=123 72 89 72 118 52 36 56 38 127 124
split_gain=0.169338 0.392545 0.689925 0.701509 0.49327 0.811484 0.462612 0.350578 0.350342 0.476097 0.425451
threshold=0.0022272822679951791 0.024066280573606495 0.0070226341485977182 0.013032016810029747 0.0014427106943912806 0.00080172589514404546 0.0060143163427710542 0.0005893622583243997 0.0010263677686452868 0.024066280573606495 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -4 -3 -6 -1 -10 -11
right_child=1 6 4 -5 7 -7 -8 -9 9 10 -12
leaf_value=-8.7469658038178918e-05 -0.0014550625544259368 0.0021144892408666871 0.0038896194226970032 -0.0069286909515755835 0.00021634648898031156 -0.0036146879111129751 -0.0024106606209399191 0.005661290707285045 0.001134200879441281 0.00077871288152072922 -0.007986244406256407
leaf_weight=6267.6743972301483 736.40340411663055 328.80612802505493 81.111379981040955 95.1039959192276 73.998042702674866 143.51844799518585 107.95685017108917 100.15660274028778 1545.6549121141434 39.693235874176025 39.922205924987793
leaf_count=3366 344 83 22 50 22 63 32 23 726 23 26
internal_value=0 -0.000549415 -0.00109797 -0.00208187 0.000953555 -0.000904439 0.00099569 0.00334919 0.000116092 0.00090106 -0.00362087
internal_weight=0 1667.05 1230.29 831.507 398.784 224.63 436.763 174.155 7892.94 1625.27 79.6154
internal_count=4780 639 524 394 130 85 115 45 4141 775 49
is_linear=0
shrinkage=0.06


Tree=176
num_leaves=12
num_cat=0
split_feature=92 88 77 30 144 106 66 148 135 36 70
split_gain=0.170211 0.403793 0.605971 1.04803 0.671281 0.632674 0.438939 0.424171 0.500491 0.423444 0.359446
threshold=0.00017767510871635753 0.0014881226234138014 0.00044738779251929378 0.0095705352723598498 0.0032328735105693345 0.000490355829242617 0.0023699469165876512 0.0060143163427710542 0.00050559637020342063 0.013439828064292671 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 5 -4 9 -6 -9 10 -1
right_child=-2 2 3 -5 7 -7 -8 8 -10 -11 -12
leaf_value=-0.0015745086331012878 0.00013533173849309565 0.0024942199977922288 -0.01377101115716344 0.00045845284147309827 -0.0059517459935048179 -0.0049398470722127451 0.0048516947338576389 0.0019210065937088463 -0.0049361440420131993 0.004874204087979157 0.00063951862029199404
leaf_weight=462.08706736564636 7436.1697920560837 122.98237562179565 35.103657722473145 344.52365219593048 64.243916988372803 173.11155879497528 70.095374703407288 120.34667575359344 56.097670197486877 59.771368145942688 615.46649324893951
leaf_count=307 3624 58 25 87 34 109 33 39 36 22 406
internal_value=0 -0.000473688 -0.00142325 -0.0020307 -0.00394074 -0.00643462 0.000247069 -0.00178156 -0.000260676 -3.71242e-05 -0.00030998
internal_weight=0 2123.83 916.41 793.427 448.903 208.215 1207.42 240.688 176.444 1137.32 1077.55
internal_count=4780 1156 388 330 243 134 768 109 75 735 713
is_linear=0
shrinkage=0.06


Tree=177
num_leaves=12
num_cat=0
split_feature=55 47 35 42 68 130 114 138 39 44 91
split_gain=0.162571 0.214225 0.422752 0.452252 0.361322 0.710835 0.744399 0.817436 0.671816 0.546593 0.457109
threshold=0.010829726699739696 0.0032328735105693345 0.044033329933881767 0.0031340263085439806 0.0035485138650983576 0.00055427959887310873 0.013860232196748258 0.0014881226234138014 0.0027679565828293566 0.00244467705488205 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 6 7 9 -9 -6 -3
right_child=-2 2 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=0.00032470350060467146 -0.0019245509032782815 -0.0029932626253476526 -0.0054594802661796669 0.00020512440121640097 0.0014472242186801339 -0.0064057070160314948 -0.0063472025112677926 0.0010555992992078379 0.008244712843219263 -0.0032104204248139738 -3.0894620210631455e-06
leaf_weight=4596.4980924129486 155.33839273452759 513.60024797916412 55.293730735778809 3278.251172542572 225.88661897182465 57.588519811630249 51.396151304244995 100.03957343101501 87.87871789932251 151.42554759979248 286.80283737182617
leaf_count=1974 47 314 41 1882 117 40 21 37 33 120 154
internal_value=0 3.18265e-05 -0.000248158 -0.000187417 -0.00106004 -3.66789e-05 0.000559085 0.00118808 0.00442014 -0.00042237 -0.00192195
internal_weight=0 9404.66 4808.16 4752.87 1474.62 674.215 616.627 565.23 187.918 377.312 800.403
internal_count=4780 4733 2759 2718 836 368 328 307 70 237 468
is_linear=0
shrinkage=0.06


Tree=178
num_leaves=12
num_cat=0
split_feature=40 80 135 25 123 17 102 126 113 73 25
split_gain=0.165958 0.35484 0.513718 0.625968 0.614895 0.720988 0.496018 0.384483 0.628541 0.468361 0.699256
threshold=0.0017376682371832433 0.0054799309000372895 0.00085274505545385193 0.0045489775948226461 0.00093549740267917525 0.074787221848964705 0.0016846025246195497 0.0056525857653468856 0.0019071503775194289 0.007706565549597145 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 6 4 5 -4 -3 8 -2 -10 -11
right_child=1 2 3 -5 -6 -7 -8 -9 9 10 -12
leaf_value=0.00033555200231342899 -0.00037051589880665061 -0.00070059665549373942 -0.00099487130764109341 -0.0036944685679270168 0.0045470485620380009 0.0069857236401100874 -0.0039975668365491504 -0.0053574488271021228 0.00039211315136707911 -0.0025804845720045861 0.0036247559311525946
leaf_weight=3412.2699077129364 3210.0740638971329 351.38766515254974 380.1768364906311 127.10892510414124 131.93256187438965 45.54469358921051 308.48375999927521 46.689543843269348 1057.7196640968323 77.666652083396912 410.94532895088196
leaf_count=1805 1346 208 259 81 51 22 174 37 624 39 134
internal_value=0 -0.000186237 -0.00104772 0.000103559 0.00096977 -0.000139648 -0.00224227 5.49541e-05 0.000108195 0.00110192 0.00263808
internal_weight=0 6147.73 1344.63 684.763 557.654 425.722 659.871 4803.1 4756.41 1546.33 488.612
internal_count=4780 2975 795 413 332 281 382 2180 2143 797 173
is_linear=0
shrinkage=0.06


Tree=179
num_leaves=12
num_cat=0
split_feature=133 60 37 3 35 0 13 137 92 86 105
split_gain=0.153408 0.296103 0.430528 0.415876 0.290108 0.414563 0.327313 0.464578 0.327014 0.284589 0.310586
threshold=0.00055427959887310873 0.0084566329605877417 0.0016331639490090313 0.0011980500421486797 0.0016846025246195497 0.007706565549597145 0.0051502294372767219 0.00017767510871635753 0.00099512818269431613 0.000490355829242617 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 -6 -7 10 -2
right_child=9 -3 3 -5 5 8 -8 -9 -10 -11 -12
leaf_value=-0.00057722049370439381 -0.00031977992622947128 -0.0031099131273687511 0.00097800144793747166 0.0084004275040087412 0.00174477158438125 0.001797934953409866 -0.00030210031154581169 0.0075103834659332588 -0.0048046486903688757 0.00027027963501578985 -0.0029350785495825091
leaf_weight=425.60958933830261 4188.7888678312302 68.258525729179382 56.901609659194946 51.971120715141296 121.83752536773682 53.919910430908203 84.439078569412231 85.700958132743835 53.919910430908203 4198.6396763324738 170.01283025741577
leaf_count=264 2395 40 31 13 43 23 19 20 23 1794 115
internal_value=0 0.000702173 0.000980981 0.0045256 0.000512959 0.00167332 0.00284723 0.00412809 -0.00150475 -8.22647e-05 -0.000421853
internal_weight=0 1002.56 934.3 108.873 825.427 399.817 291.978 207.538 107.84 8557.44 4358.8
internal_count=4780 476 436 44 392 128 82 63 46 4304 2510
is_linear=0
shrinkage=0.06


Tree=180
num_leaves=12
num_cat=0
split_feature=54 58 76 25 95 84 17 24 55 130 81
split_gain=0.151818 0.300916 0.211361 0.463659 0.425893 0.342637 0.375079 0.282632 0.278497 0.205725 0.369192
threshold=0.055838862434029586 0.00046126570669002836 0.004017772153019906 0.0051502294372767219 0.00047558375808876013 0.0084566329605877417 0.00057154725072905432 0.0010263677686452868 0.00066645268816500913 0.00043393640953581786 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 9 7 -7 -9 -1 -11
right_child=1 -3 3 -5 -6 6 -8 8 -10 10 -12
leaf_value=0.00019294347669798848 0.0021761718160846241 -0.0021693446924480448 0.0050066276657895117 0.0076416967499002798 -0.0015471978058308289 -0.0012993471012370194 0.00066327919633283998 -0.002860536651835526 -0.01022628143918698 -0.0013499873942159494 0.00058973702170988249
leaf_weight=7305.7026369571686 72.848103880882263 268.66840624809265 52.083061456680298 41.072144746780396 112.88225054740906 62.295127272605896 92.468296051025391 34.874687671661377 39.464265823364258 893.58373439311981 584.05688774585724
leaf_count=3732 38 196 30 10 81 24 31 22 20 353 243
internal_value=0 -0.00124205 4.60384e-05 0.00194569 0.000523764 2.58841e-06 -0.00228757 -0.0042836 -0.00677927 6.23496e-05 -0.000583298
internal_weight=0 341.517 9218.48 206.037 164.965 9012.45 229.102 136.634 74.339 8783.34 1477.64
internal_count=4780 234 4546 121 111 4425 97 66 42 4328 596
is_linear=0
shrinkage=0.06


Tree=181
num_leaves=12
num_cat=0
split_feature=105 11 60 104 79 136 133 22 83 69 56
split_gain=0.174102 0.375712 0.542956 0.561096 0.444729 0.367481 0.337386 0.489804 0.488674 0.526254 0.832643
threshold=0.011169348377734424 0.004017772153019906 0.0033348383149132137 0.0015833032084628942 0.015200819820165636 0.0031340263085439806 0.013860232196748258 0.0014427106943912806 0.0072436286136507997 0.00062670491752214741 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 -3 -4 5 -2 -1 8 9 10 -8
right_child=1 2 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-5.3552595415777702e-05 -0.0036414612899280017 -0.0016605995448543591 0.0075958608482444888 0.00028796737860191504 0.0011913951717232045 0.0017796630069276376 -0.0028063924411486849 0.0055956154905075434 -0.00065963630488837747 0.004373073818953398 0.0044062608849066041
leaf_weight=7762.9965989589691 324.54219496250153 160.72173321247101 64.360946297645569 91.547327280044556 128.95086264610291 52.200090765953064 137.32099092006683 80.994350671768188 452.5720888376236 204.66872501373291 99.123693227767944
leaf_count=3883 198 102 20 50 43 16 75 36 260 72 25
internal_value=0 -0.00083458 0.000786055 0.0033077 -0.00184926 -0.00289006 7.8562e-05 0.00113071 0.000725474 0.00214639 0.000217922
internal_weight=0 822.323 316.63 155.908 505.693 376.742 8737.68 974.68 893.685 441.113 236.445
internal_count=4780 429 172 70 257 214 4351 468 432 172 100
is_linear=0
shrinkage=0.06


Tree=182
num_leaves=12
num_cat=0
split_feature=103 40 50 36 12 128 35 85 11 15 18
split_gain=0.155311 0.166602 0.386913 0.524221 0.522376 0.796097 0.555845 0.505655 0.684119 0.691977 0.508491
threshold=0.099559046328067793 0.0017376682371832433 0.00087947337306104611 0.047455845400691039 0.0012357163941487672 0.00093549740267917525 0.00044738779251929378 0.0034400182776153092 0.0010263677686452868 0.0032328735105693345 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 8 -6 -10 -9
right_child=-2 2 3 -5 7 -7 -8 10 9 -11 -12
leaf_value=0.00035518837492908614 -0.0033742785587308429 0.0047183934207089854 0.00010005802552834217 -0.0054329409811087514 -0.00077664121563139491 0.0077093611222363492 -0.0029166509489036759 -0.002287096972797548 -0.010867835144632633 -0.0033449032460348234 0.0022544628009212309
leaf_weight=3384.7375273704529 48.755362868309021 47.839482665061951 5125.6581267118454 62.295127272605896 153.50154376029968 52.429060816764832 120.79952728748322 233.12207412719727 70.553314805030823 117.13091790676117 143.17753720283508
leaf_count=1786 33 21 2554 24 54 19 76 72 39 59 43
internal_value=0 1.73503e-05 -0.000169299 3.35163e-05 -0.00129027 0.00125941 -0.00074923 -0.00207593 -0.00374838 -0.00617717 -0.000558948
internal_weight=0 9511.24 6126.51 5187.95 938.553 221.068 168.639 717.485 341.186 187.684 376.3
internal_count=4780 4747 2961 2578 383 116 97 267 152 98 115
is_linear=0
shrinkage=0.06


Tree=183
num_leaves=12
num_cat=0
split_feature=124 7 60 144 78 108 10 17 75 82 7
split_gain=0.157663 0.445697 0.404732 0.324634 0.635636 0.410629 0.370584 0.338615 0.300115 0.290634 0.459702
threshold=0.036783467978239066 0.001792412775103003 0.00017767510871635753 0.021960759535431865 0.0022272822679951791 0.0034400182776153092 0.0031340263085439806 0.00077738583786413084 0.0027679565828293566 0.0015833032084628942 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 -1 -5 6 -6 -8 -2 10 -3
right_child=1 9 -4 4 5 -7 7 -9 -10 -11 -12
leaf_value=-1.0902442346937408e-05 0.001820036521337312 0.002531074892294722 -0.0061297020185096772 0.0073267817639906087 0.0031055771134930765 -0.0032409007705554069 -0.0044983763603983181 0.0019634719537033342 -0.0047021393261334459 -0.0026678458297919286 -0.00097227031125726282
leaf_weight=8216.57106590271 65.047856450080872 240.00644135475159 93.613146305084229 60.804277658462524 220.04533839225769 75.371863007545471 54.95281994342804 62.066157221794128 41.530084848403931 122.52443552017212 307.46611618995667
leaf_count=4327 29 69 46 20 56 40 21 21 16 52 83
internal_value=0 -0.000769936 -0.00325333 7.71176e-05 0.00160503 0.000759921 0.00165525 -0.0010723 -0.000723476 -2.7538e-05 0.000563743
internal_weight=0 870.188 200.191 8689.81 473.24 412.436 337.064 117.019 106.578 669.997 547.473
internal_count=4780 295 91 4485 158 138 98 42 45 204 152
is_linear=0
shrinkage=0.06


Tree=184
num_leaves=12
num_cat=0
split_feature=110 29 123 52 139 111 52 84 28 77 101
split_gain=0.146737 0.237711 0.167644 0.374191 0.722094 0.424881 0.354081 0.346641 0.343957 0.400613 0.25348
threshold=0.13479631394147876 0.034632634371519096 0.0019672545604407792 0.0033348383149132137 0.00085274505545385193 0.00066645268816500913 0.010500331409275534 0.0060143163427710542 0.0045489775948226461 0.001792412775103003 0.05109804309904576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 -4 5 6 7 8 9 -5 -1
right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00021501291459862098 -0.00395351296460697 0.0017152352835565646 4.4480966129265898e-05 0.0019151000701673343 0.0016886586954703623 -0.0090382343636576275 -0.0068244893515660111 0.0033193451529728028 0.0014384680852813862 -0.005399938597540831 -0.0017326810482763788
leaf_weight=7344.8107262849808 80.531322002410889 39.693235874176025 1332.1835615634918 33.612808108329773 147.19214594364166 40.955115437507629 57.588519811630249 42.562994360923767 57.24760901927948 135.02620184421539 248.59536254405975
leaf_count=3825 61 23 461 21 49 24 40 14 20 76 166
internal_value=0 -0.00208205 2.65431e-05 -0.000486213 -0.00186091 -0.00328463 -0.00255934 -0.00164217 -0.0025781 -0.00394165 0.000151227
internal_weight=0 120.225 9439.78 1846.37 514.185 366.993 326.038 268.45 225.887 168.639 7593.41
internal_count=4780 84 4696 705 244 195 171 131 117 97 3991
is_linear=0
shrinkage=0.06


Tree=185
num_leaves=12
num_cat=0
split_feature=105 27 28 41 77 34 1 29 70 108 116
split_gain=0.156695 0.519302 0.736334 0.537312 0.533523 0.531515 0.483928 0.67017 0.661049 0.828172 0.464685
threshold=0.0019672545604407792 0.0028552538715302949 0.0022975050378590827 0.00038414125447161501 0.010500331409275534 0.02636832278221846 0.0005375427135732026 0.0060143163427710542 0.0005375427135732026 0.0022975050378590827 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 10 -6 8 9 -8 -3
right_child=-2 4 -4 -5 6 -7 7 -9 -10 -11 -12
leaf_value=0.00012793131980488932 -0.00026559387802276241 0.0017931107671608076 -0.005389190728612903 -0.0031082854792601092 -0.0019972741245638977 -0.0023894837846273592 0.0014341030618441645 -0.0042792146806468817 -0.0012579343560310278 0.0084676074004637111 0.0054185617950549166
leaf_weight=3100.4380948543549 4354.4919756650925 763.3709921836853 96.136905431747437 196.29350817203522 304.13332903385162 91.776297330856323 188.83926010131836 72.848103880882263 150.51984453201294 88.453687310218811 152.69760429859161
leaf_count=1758 2205 309 48 71 117 53 51 38 46 25 59
internal_value=0 0.000222163 -0.000215867 -6.48475e-05 0.00104203 0.00196181 -0.000109917 0.00103675 0.00194275 0.00367996 0.00239796
internal_weight=0 5205.51 3392.87 3296.73 1812.64 1007.84 804.794 500.661 427.813 277.293 916.069
internal_count=4780 2575 1877 1829 698 421 277 160 122 76 368
is_linear=0
shrinkage=0.06


Tree=186
num_leaves=12
num_cat=0
split_feature=137 80 44 88 4 3 106 10 144 13 3
split_gain=0.154948 0.659865 0.48114 0.670057 0.504865 0.439583 0.528942 0.368704 0.467757 0.370128 0.631123
threshold=0.0016846025246195497 0.0032328735105693345 0.0060143163427710542 0.030689206905663017 0.00039601318712811922 0.0070226341485977182 0.0030382014811038975 0.00017767510871635753 0.010829726699739696 0.0026833302108570938 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -4 -3 9 10 -9
right_child=1 7 5 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00010712651631085829 -0.00098399263240514403 0.0028219555251894871 -0.010509948851935746 -0.0032230355207001141 0.0025161387291334917 0.0031974388986443099 -0.0017779399779039972 -0.0015679087922743911 -0.0093922400156503782 0.0015869142737588776 -0.0071671659974903903
leaf_weight=7988.6338936090469 203.52387475967407 47.610512614250183 36.594507336616516 122.18352472782135 546.78055882453918 33.958807468414307 78.353562235832214 293.79405677318573 34.874687671661377 77.55471134185791 96.136905431747437
leaf_count=4121 57 18 29 32 174 10 48 199 22 22 48
internal_value=0 -0.000544632 0.00035761 0.000895656 0.00156671 -0.00279344 -0.00456455 -0.00222002 -0.00269833 -0.00219706 -0.00294988
internal_weight=0 1571.37 1021.39 872.488 750.304 148.907 114.948 549.971 502.36 467.486 389.931
internal_count=4780 659 350 263 231 87 77 309 291 269 247
is_linear=0
shrinkage=0.06


Tree=187
num_leaves=12
num_cat=0
split_feature=14 1 67 31 28 96 38 3 27 68 94
split_gain=0.152739 0.422396 0.663963 0.444494 0.610051 0.517028 0.715823 0.377423 0.572375 0.366106 0.351408
threshold=0.0026012937305495147 0.00046126570669002836 0.013860232196748258 0.0022975050378590827 0.004017772153019906 0.00080172589514404546 0.0013986918493174019 0.00057154725072905432 0.00090704852482303988 0.00017767510871635753 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 10 -7 9 -9 -3 -2
right_child=1 7 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=0.00018837148337775379 0.00058009413461898053 0.0016148955775152287 0.0043545078806384854 -0.001979416967222336 0.0059150085903856685 -0.0029854440780842247 -0.01082125911280547 -0.005362483279875525 0.00056246481890039469 -0.0025031104261115282 -0.002814742541173905
leaf_weight=5911.9006811380386 233.69704353809357 101.53042304515839 67.917614936828613 86.041868925094604 59.54239809513092 283.01719868183136 49.213302969932556 60.229308247566223 2169.5576850175858 330.50559341907501 206.84648478031158
leaf_count=3318 64 41 20 40 19 151 39 28 761 214 85
internal_value=0 -0.000305318 -0.00136589 -0.00178937 0.00125116 -0.00236227 -0.00414907 8.7689e-05 0.000402191 -0.00153521 -0.00101415
internal_weight=0 3648.1 986.276 918.358 145.584 772.774 332.231 2661.82 2229.79 432.036 440.544
internal_count=4780 1462 418 398 59 339 190 1044 789 255 149
is_linear=0
shrinkage=0.06


Tree=188
num_leaves=12
num_cat=0
split_feature=47 145 102 149 4 137 59 36 118 123 141
split_gain=0.153065 0.364423 0.426607 0.388153 0.591249 0.481995 0.541461 0.448964 1.10336 0.508396 0.438167
threshold=0.0032328735105693345 0.0023699469165876512 0.00062670491752214741 0.00017767510871635753 0.00077738583786413084 0.0012357163941487672 0.0049928687512874612 0.0041444667149335155 0.00047558375808876013 0.0019672545604407792 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 8 10 -9 -5
right_child=-2 2 3 7 5 -7 -8 9 -10 -11 -12
leaf_value=-8.9100424027963496e-05 -0.00023621925469033634 -0.0012318233420993414 0.0021844367225773947 0.0088199241303744888 -0.0091625364849288807 0.001430956989767599 -0.00120577153359211 0.0067277930733277893 -0.0021383679192581006 0.00097438922828511584 0.0025943827041039775
leaf_weight=3364.1403999328613 4858.0684193372726 236.21062552928925 266.62294149398804 56.214699506759644 51.050151944160461 85.929928183555603 77.437682032585144 150.51984453201294 179.08004581928253 87.420777797698975 147.30408668518066
leaf_count=1454 2776 128 76 22 32 23 36 46 94 27 66
internal_value=0 0.000244005 0.00108161 0.00157774 0.00029843 -0.0020467 -0.00437178 0.00256925 0.00129596 0.00461526 0.00431745
internal_weight=0 4701.93 1337.79 1101.58 481.041 214.418 128.488 620.539 382.599 237.941 203.519
internal_count=4780 2004 550 422 167 91 68 255 182 73 88
is_linear=0
shrinkage=0.06


Tree=189
num_leaves=12
num_cat=0
split_feature=35 36 28 124 141 78 83 79 98 50 17
split_gain=0.153767 0.44122 0.530706 0.432249 0.391705 0.381294 0.362266 0.233904 0.473452 0.519995 0.390209
threshold=0.025578102096915249 0.0023699469165876512 0.00066645268816500913 0.002945306478068233 0.0038949446752667431 0.019431582652032379 0.0032328735105693345 0.020035739988088611 0.0013986918493174019 0.0063990866765379914 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 -2 5 -4 -5 -1 -9 10 -10
right_child=1 2 4 6 -6 -7 -8 8 9 -11 -12
leaf_value=-3.5811943075367378e-05 -0.00075768120285648537 0.0035238410578003945 -0.0079301154306936766 -0.01010171822639294 0.00076402144935554359 -0.00066758976866015019 -0.0022538160514638484 -5.682701357984713e-05 0.008551318349284914 -0.00078477529987742089 0.0028563673074792208
leaf_weight=8207.396998167038 107.72279155254364 120.11770570278168 49.55930233001709 45.773663640022278 135.83522987365723 54.723849892616272 39.464265823364258 511.33090174198151 64.131976246833801 90.402477025985718 133.54044079780579
leaf_count=4300 60 36 28 25 40 18 20 160 17 35 41
internal_value=0 -0.000970884 0.00026942 -0.00328533 -0.00135937 -0.00412331 -0.00647512 5.96188e-05 0.00103928 0.0029842 0.0047074
internal_weight=0 553.197 360.236 192.961 240.118 104.283 85.2379 9006.8 799.406 288.075 197.672
internal_count=4780 227 122 105 86 46 45 4553 253 93 58
is_linear=0
shrinkage=0.06


Tree=190
num_leaves=12
num_cat=0
split_feature=49 129 59 79 35 111 89 1 18 94 112
split_gain=0.152085 0.170479 0.716175 0.452723 0.361408 0.279659 0.327483 0.225615 0.385089 0.686831 0.760369
threshold=0.041476719081401832 0.059226244688034065 0.0049928687512874612 0.0044099434744566688 0.0081988852471113222 0.0031340263085439806 0.0005375427135732026 0.0010585968848317864 0.0037758676335215573 0.0037758676335215573 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 7 -7 8 -1 10 -10
right_child=-2 2 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-3.1811163041795299e-05 -0.003041075578508095 -0.0017712192439956565 0.0062372024525827558 0.00016054063402294033 0.0021695725616269214 0.0047108084444000501 0.00042201800405755298 -0.00042506286345695527 0.0016636255290752384 -0.0014714757049031893 0.0080627964453722726
leaf_weight=3856.3497503995895 58.738458633422852 255.72396552562714 121.15061521530151 69.408464550971985 124.47831380367279 93.043265461921692 205.58969378471375 4171.9621133804321 337.40013778209686 182.86568450927734 83.289139747619629
leaf_count=2078 24 73 34 24 31 23 53 2159 149 97 35
internal_value=0 1.88075e-05 0.00102404 0.00402511 -0.000480772 -4.54491e-05 0.00175938 -0.00010791 0.00018877 0.00159792 0.00293216
internal_weight=0 9501.26 570.761 190.559 380.202 8930.5 298.633 8631.87 4459.9 603.555 420.689
internal_count=4780 4756 162 58 104 4594 76 4518 2359 281 184
is_linear=0
shrinkage=0.06


Tree=191
num_leaves=12
num_cat=0
split_feature=97 6 47 25 54 125 0 102 19 126 109
split_gain=0.150885 0.167247 0.201817 0.532748 0.450698 0.436379 0.658451 0.732928 0.582878 0.523297 0.668262
threshold=0.091400381177663817 0.00899649551138282 0.0032328735105693345 0.072653736919164671 0.004017772153019906 0.0048403022810816774 0.007706565549597145 0.00096484774257987748 0.0072436286136507997 0.00068727668258361529 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7 9 10 -9
right_child=-2 -3 3 -5 5 6 -8 8 -10 -11 -12
leaf_value=0.00032600290509239181 -0.0022750470226965045 -0.0033850634791351905 -0.00088807106928568715 -0.0057073226899857941 -8.8368943598924709e-05 -0.0014231765547439168 -0.0013856394670611336 0.0043769887046692197 -0.00053897704339588774 0.0015472393540967816 0.011557416430803682
leaf_weight=4628.0501700639725 103.70818281173706 51.396151304244995 1845.3818359375 62.982037425041199 2214.217022061348 110.24655067920685 182.40774440765381 123.09940493106842 75.142892956733704 88.107687950134277 75.25992226600647
leaf_count=1968 54 21 1127 33 1284 62 91 44 37 36 23
internal_value=0 2.49617e-05 4.36327e-05 -0.000229943 -0.00015664 0.000313926 0.00167521 0.00285851 0.00416392 0.0053973 0.00710578
internal_weight=0 9456.29 9404.9 4776.85 4713.86 2868.48 654.264 471.856 361.61 286.467 198.359
internal_count=4780 4726 4705 2737 2704 1577 293 202 140 103 67
is_linear=0
shrinkage=0.06


Tree=192
num_leaves=12
num_cat=0
split_feature=16 14 1 67 44 42 131 103 75 149 18
split_gain=0.147955 0.169066 0.505315 0.561251 0.415088 0.54449 0.520996 0.470536 0.362924 0.619008 0.427559
threshold=0.012086483649909498 0.002945306478068233 0.00046126570669002836 0.000490355829242617 0.0060143163427710542 0.0011261500185355546 0.0063990866765379914 0.0020292587578296666 0.0032328735105693345 0.00085274505545385193 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 6 -6 8 9 10 -5
right_child=-2 2 3 4 5 -7 -8 -9 -10 -11 -12
leaf_value=0.00016471397236845768 0.00308532655814724 -0.0016275617614971963 -0.0026264200036257672 -0.0015448377248629783 -0.0095486885275052249 -6.0718837774350744e-05 -0.00074232254180425013 0.006008502972152315 0.00096751610656909261 -0.0045362487991368345 0.0046027423559877947
leaf_weight=6245.8611795902252 55.527789354324341 848.49189233779907 248.25445175170898 96.711874842643738 50.246212482452393 264.54694533348083 46.577603101730347 59.313428044319153 1448.9837458133698 125.27207612991333 70.212404012680054
leaf_count=3453 13 368 146 40 37 142 20 16 438 88 19
internal_value=0 -1.80683e-05 -0.000368406 7.49341e-05 0.000385247 -0.00147027 -0.00531748 0.000757722 0.000578519 -0.00135016 0.00104219
internal_weight=0 9504.47 3258.61 2410.12 2161.86 361.371 96.8238 1800.49 1741.18 292.196 166.924
internal_count=4780 4767 1314 946 800 199 57 601 585 147 59
is_linear=0
shrinkage=0.06


Tree=193
num_leaves=12
num_cat=0
split_feature=105 142 117 19 93 102 94 65 98 94 27
split_gain=0.146063 0.433014 0.757687 0.838493 1.10453 0.571242 0.437118 0.406832 0.67636 0.366445 0.642902
threshold=0.0019672545604407792 0.015675474889576439 0.00062670491752214741 0.004017772153019906 0.0023699469165876512 0.0016846025246195497 0.0054799309000372895 0.10820819064974786 0.00017767510871635753 0.015200819820165636 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 4 6 -6 -4 -2 -9 10 -1
right_child=7 2 3 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-0.00033853724025001685 -0.00035142284911540461 -0.0051142467432893166 -9.1665340793501353e-06 -0.0017778949484595461 0.0038710342790378347 0.011608233713161198 0.0064025283921675747 0.0092825801411520886 -0.00028277657347345133 -0.0018810000245618973 0.0012124211879309306
leaf_weight=2893.8358458280563 4240.8006970882416 51.050151944160461 175.29440712928772 120.22455787658691 61.720157861709595 77.783681392669678 48.872392177581787 42.334024310112 71.357254266738892 335.44117093086243 1441.2852619886398
leaf_count=1583 2160 32 91 84 32 25 19 11 34 201 508
internal_value=0 0.000214486 0.00183128 0.00256493 0.00400071 0.00819032 0.00139093 -0.000256432 0.003284 2.92695e-05 0.000177122
internal_weight=0 5205.51 534.945 483.895 363.671 139.504 224.167 4354.49 113.691 4670.56 4335.12
internal_count=4780 2575 283 251 167 57 110 2205 45 2292 2091
is_linear=0
shrinkage=0.06


Tree=194
num_leaves=12
num_cat=0
split_feature=13 57 30 100 27 122 27 143 29 72 42
split_gain=0.145477 0.399953 0.793274 0.744316 0.380549 0.706572 0.498785 0.465731 0.471851 0.663874 0.552721
threshold=0.00077738583786413084 0.00075379351619631063 0.0014881226234138014 0.0033348383149132137 0.0032328735105693345 0.00066645268816500913 0.021960759535431865 0.00057154725072905432 0.0027679565828293566 0.0020932231564074759 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 7 -6 -4 10 -10 -9
right_child=1 3 4 -5 6 -7 -8 8 9 -11 -12
leaf_value=0.00014375510034683576 -0.0041832758012777154 -0.0076263065705979936 0.0025589764485231307 0.00099500179730869077 0.0012091117582692234 -0.0056122521790737089 -0.0018425394956773857 0.0001833276302376684 -0.0046538320907802888 0.0024885369171331537 -0.0044898655410230094
leaf_weight=6941.5028183460236 167.84015905857086 74.338953495025635 165.32148849964142 69.86640465259552 1171.3549761772156 100.49751353263855 230.71534430980682 164.28857898712158 60.229308247566223 209.60430252552032 204.43975496292114
leaf_count=3993 71 42 38 30 311 43 56 40 28 59 69
internal_value=0 -0.000381073 -0.000201989 -0.00345155 8.78975e-05 -0.000871653 0.000706857 -0.000278382 -0.00101325 0.000893162 -0.00240822
internal_weight=0 2618.5 2474.29 144.205 2306.45 904.381 1402.07 803.883 638.562 269.834 368.728
internal_count=4780 787 715 72 644 277 367 234 196 87 109
is_linear=0
shrinkage=0.06


Tree=195
num_leaves=12
num_cat=0
split_feature=12 40 94 79 59 95 117 78 131 75 22
split_gain=0.147221 0.380469 0.475029 0.491893 0.498827 0.480013 0.465295 0.457732 0.382035 0.380236 0.419958
threshold=0.015200819820165636 0.013439828064292671 0.015200819820165636 0.0013146653072908523 0.00064626874518580746 0.00066645268816500913 0.0036604277556762104 0.037906534969806678 0.00082683752407319855 0.013860232196748258 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 -2 -5 -3 8 -7 -1 -11
right_child=1 6 -4 5 -6 7 -8 -9 -10 10 -12
leaf_value=-4.6154166804406481e-05 0.00044069523352337285 -0.001001372756064765 -0.0049666085649233025 -0.00061380679810647506 -0.0056540752657920825 0.0036114476880946171 -0.0069590893530927173 0.0045988798687768683 -0.00035618848044696928 0.00087761790065521439 0.0057202081353032955
leaf_weight=6900.0897628068924 93.043265461921692 154.88045263290405 70.324344754219055 631.91163611412048 100.49751353263855 121.95455467700958 67.800585627555847 152.35669350624084 307.3490868806839 890.38324224948883 69.408464550971985
leaf_count=3963 23 41 36 171 43 29 34 39 97 280 24
internal_value=0 -0.000506257 -0.000157713 8.29602e-05 -0.00272535 0.000531017 -0.00281765 0.00177464 0.000771497 0.000109496 0.00122837
internal_weight=0 1700.12 1477.44 1407.11 193.541 1213.57 222.681 581.66 429.304 7859.88 959.792
internal_count=4780 513 438 402 66 336 75 165 126 4267 304
is_linear=0
shrinkage=0.06


Tree=196
num_leaves=12
num_cat=0
split_feature=146 47 63 140 140 104 125 30 56 130 39
split_gain=0.140495 0.422101 0.349199 0.406184 0.381898 0.375783 0.459221 0.314145 0.247308 0.213519 0.355839
threshold=0.021960759535431865 0.00017767510871635753 0.0053125319536775359 0.00060774214216507982 0.00244467705488205 0.0018488886416889729 0.0079489401541650313 0.00017767510871635753 0.0005893622583243997 0.00043393640953581786 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 7 3 -3 -5 6 8 -2 -4 -1 -11
right_child=1 2 5 4 -6 -7 -8 -9 -10 10 -12
leaf_value=0.00019381291524630915 -0.0011283973915346757 -0.0072278726550761693 -0.0029911119175858409 0.0026169765877720663 -0.0022050130004766513 -0.0011936181427532827 0.0066393033537297261 -0.0086378671853724071 0.0029926093258161716 -0.0023199720728844342 -7.7364274071562659e-05
leaf_weight=7436.1341720819473 39.922205924987793 40.955115437507629 43.936814665794373 82.027260184288025 211.08497500419617 136.9749915599823 72.736163139343262 40.268205285072327 57.018638968467712 334.76443791389465 1064.1766226291656
leaf_count=3841 26 24 32 34 125 86 21 15 17 130 429
internal_value=0 -0.000802948 -0.000292014 -0.00163835 -0.00085515 0.00115579 0.00300818 -0.00490539 0.000388052 6.58759e-05 -0.000614144
internal_weight=0 724.924 644.734 334.067 293.112 310.667 173.692 80.1904 100.955 8835.08 1398.94
internal_count=4780 380 339 183 159 156 70 41 49 4400 559
is_linear=0
shrinkage=0.06


Tree=197
num_leaves=12
num_cat=0
split_feature=48 108 49 139 108 74 3 82 37 120 70
split_gain=0.141998 0.210699 0.152147 0.497569 0.459825 0.503707 0.356611 0.380767 0.428695 0.315004 0.306416
threshold=0.0095705352723598498 0.0051502294372767219 0.0019672545604407792 0.0012745757703669371 0.0060143163427710542 0.00040826165059115743 0.015200819820165636 0.00047558375808876013 0.00038414125447161501 0.0010263677686452868 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 -4 -9 -7 -10
right_child=1 -3 3 -5 5 9 -8 8 10 -11 -12
leaf_value=9.7378943368580561e-05 -0.0055972511500998225 0.00053158354461718422 0.0016699171358869516 0.0019660622149669654 -0.00090887153884170705 -0.010794410861030919 0.0018987547658353607 -0.0080979389278405828 -0.0030584912679253286 -0.0030919020716332225 0.0018064176208780276
leaf_weight=8616.7395367622375 39.922205924987793 40.726145386695862 94.305145025253296 190.67610907554626 77.895622134208679 47.493483304977417 143.75250661373138 44.969724178314209 166.80724954605103 32.121958494186401 64.589916348457336
leaf_count=4413 26 21 24 44 42 32 35 30 73 17 23
internal_value=0 -0.00250546 2.13206e-05 -0.000738359 -0.00150597 -0.00434144 -0.000637112 -0.00162081 -0.00274391 -0.0076945 -0.00170035
internal_weight=0 80.6484 9479.35 862.612 671.936 157.511 514.425 370.672 276.367 79.6154 231.397
internal_count=4780 47 4733 320 276 91 185 150 126 49 96
is_linear=0
shrinkage=0.06


Tree=198
num_leaves=12
num_cat=0
split_feature=39 55 30 86 101 44 11 80 138 140 25
split_gain=0.140256 0.422022 0.975324 0.604953 0.417519 0.374982 0.701762 0.53969 0.409396 0.660011 0.45601
threshold=0.00747153488919139 0.00099512818269431613 0.0031340263085439806 0.0058306583669036635 0.0026012937305495147 0.00090704852482303988 0.00017767510871635753 0.00050559637020342063 0.0011261500185355546 0.01884530205279589 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 7 -7 -2 -8 10 -10
right_child=1 -3 3 -5 -6 6 8 -9 9 -11 -12
leaf_value=0.00011001150697152779 0.0014957895748902014 0.0016570831388052645 -0.0044680777545547659 0.00047876866502455774 -0.011208659317662949 0.0086866915949824833 -0.0011350316838752018 -0.0053464016860740593 0.0019067558994739196 0.0080350788243128794 -0.0022540085329228695
leaf_weight=7776.8823627233505 66.884705424308777 280.27464663982391 144.78032755851746 71.24531352519989 42.903905153274536 34.187777519226074 560.63070261478424 109.09661185741425 284.39610755443573 46.577603101730347 142.13953912258148
leaf_count=3863 22 84 64 17 34 13 371 78 138 20 76
internal_value=0 -0.00047997 -0.000878606 -0.00422807 -0.0060141 -0.000181107 0.00024186 -0.00274654 -3.82392e-05 0.00126141 0.000520012
internal_weight=0 1783.12 1502.84 258.93 187.684 1243.91 1067.93 175.981 1033.74 473.113 426.536
internal_count=4780 917 833 115 98 718 618 100 605 234 214
is_linear=0
shrinkage=0.06


Tree=199
num_leaves=12
num_cat=0
split_feature=103 12 18 36 72 94 109 11 147 39 79
split_gain=0.141004 0.137231 0.337273 0.622827 0.572194 0.44051 0.298384 0.520543 0.351472 0.355242 0.275294
threshold=0.099559046328067793 0.015200819820165636 0.015675474889576439 0.00075379351619631063 0.0033348383149132137 0.015200819820165636 0.0026012937305495147 0.0030382014811038975 0.01884530205279589 0.00017767510871635753 0.020035739988088611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 -3 6 8 -8 -5 -10 -1
right_child=-2 2 -4 5 -6 -7 7 -9 9 -11 -12
leaf_value=2.1131177168127464e-05 -0.003215165863888092 -0.0082699843904062344 -0.0043289159183409372 -0.0033556364707439572 -0.0015108638346383065 -0.0040562296187320376 0.00018381954321712948 0.0041322540956534063 0.0028922377828203062 -0.00048100623847709633 0.0013706476869396352
leaf_weight=7222.7035223245621 48.755362868309021 54.606820583343506 77.783681392669678 109.21872973442078 256.86881577968597 78.928531646728516 318.8230322599411 192.85386884212494 148.34208476543427 462.69256818294525 588.42258441448212
leaf_count=4027 33 32 25 33 88 40 92 57 33 113 207
internal_value=0 1.64806e-05 -0.000472016 -0.00028684 -0.00269812 0.000286272 0.000564798 0.00167252 -0.000222266 0.000338262 0.000122808
internal_weight=0 9511.24 1700.12 1622.33 311.476 1310.86 1231.93 511.677 720.253 611.035 7811.13
internal_count=4780 4747 513 488 120 368 328 149 179 146 4234
is_linear=0
shrinkage=0.06


Tree=200
num_leaves=12
num_cat=0
split_feature=133 24 104 128 73 94 29 71 88 92 93
split_gain=0.136034 0.2871 0.397447 0.513984 0.774584 0.704255 0.296885 0.20061 0.31612 0.178119 0.376314
threshold=0.00055427959887310873 0.00017767510871635753 0.015200819820165636 0.00046126570669002836 0.0044099434744566688 0.0014427106943912806 0.0017376682371832433 0.0027679565828293566 0.00064626874518580746 0.00068727668258361529 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 -5 -6 -1 -9 10 -2
right_child=9 2 -4 4 6 -7 -8 8 -10 -11 -12
leaf_value=0.00039884223327370309 -0.0010431916295565846 -0.0009560931981623151 -0.001790263284485939 0.010903533714861011 -0.00093181097846528659 0.0023499219211310473 0.0035550658481247814 -5.4722945356009154e-05 -0.0058527336424764259 9.6316490727927848e-05 0.00052178097211571909
leaf_weight=270.17452156543732 1619.0678082704544 131.81044399738312 107.60576224327087 74.227012753486633 113.80830788612366 65.047856450080872 99.352663278579712 83.859020590782166 56.672639608383179 6098.2823334932327 840.09123265743256
leaf_count=107 818 96 74 25 31 29 28 58 28 2964 522
internal_value=0 0.000661169 0.00150688 0.00223976 0.00343494 0.00691315 0.00116017 -0.000557618 -0.0023954 -7.75143e-05 -0.00050857
internal_weight=0 1002.56 591.852 484.246 352.436 139.275 213.161 410.706 140.532 8557.44 2459.16
internal_count=4780 476 283 209 113 54 59 193 86 4304 1340
is_linear=0
shrinkage=0.06


Tree=201
num_leaves=12
num_cat=0
split_feature=134 38 102 8 46 19 146 97 83 79 25
split_gain=0.131478 0.159133 0.415345 0.515388 0.636828 0.496177 0.502104 0.538486 0.432183 0.486062 0.732198
threshold=0.0020932231564074759 0.00085274505545385193 0.013439828064292671 0.0053125319536775359 0.096724390983581557 0.0022272822679951791 0.0063990866765379914 0.00082683752407319855 0.0014427106943912806 0.05109804309904576 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5 -8 -7 10 -10
right_child=-2 2 -4 5 -6 8 7 -9 9 -11 -12
leaf_value=-0.00012013640315128145 -0.0019901805805546406 -0.0010374051775971478 0.0025770296462742813 -0.00016507929422893611 0.0064199949957023566 -0.0042710353689274271 0.0026775172371531885 0.0095112105845508339 0.001508913448864477 0.0069107549894551323 -0.0031663753547754984
leaf_weight=7012.7023425102234 117.92976880073547 1060.6046882867813 289.21974432468414 97.973754405975342 42.791964411735535 67.113675475120544 113.69127857685089 65.393855810165405 489.28871405124664 43.366933822631836 159.9228823184967
leaf_count=3590 85 522 108 41 17 25 45 18 244 9 76
internal_value=0 2.4842e-05 0.00044333 0.000154874 -0.000747636 0.00111538 0.00328842 0.00517679 0.000322549 0.000768238 0.000356921
internal_weight=0 9442.07 2429.37 2140.15 1103.4 1036.75 277.059 179.085 759.692 692.579 649.212
internal_count=4780 4695 1105 997 539 458 104 63 354 329 320
is_linear=0
shrinkage=0.06


Tree=202
num_leaves=12
num_cat=0
split_feature=118 81 98 28 35 129 59 125 133 145 21
split_gain=0.13196 0.587758 0.663845 0.517262 0.509128 0.472783 0.439127 0.346928 0.268993 0.257505 0.351526
threshold=0.01884530205279589 0.0018488886416889729 0.0051502294372767219 0.00096484774257987748 0.0016846025246195497 0.0013146653072908523 0.00099512818269431613 0.086341444402933135 0.0033348383149132137 0.00044738779251929378 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 3 4 -3 -5 -2 9 -4 10 -1
right_child=1 2 8 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00099070354685268196 -0.0068909329518827452 0.0076908467729566183 0.00065421318058958642 -0.003168253642191061 0.0023213384957205103 0.0020219116095713035 -0.00043388389940104104 -0.0046044521792515973 -0.0063328729333063842 0.00010243703761785779 0.0041023391593738301
leaf_weight=1299.8021016120911 53.115970969200134 92.468296051025391 33.154868006706238 90.056477665901184 203.40684545040131 211.0951521396637 131.93256187438965 60.229308247566223 49.213302969932556 7284.9325059652328 50.592211842536926
leaf_count=627 28 31 15 46 71 63 51 28 39 3755 26
internal_value=0 0.000706943 0.00152345 0.00222016 0.00400147 0.000469306 -0.00229002 -7.03095e-05 -0.00352305 -3.8632e-05 -0.000799604
internal_weight=0 864.443 679.395 597.027 295.875 301.152 185.049 8695.56 82.3682 8635.33 1350.39
internal_count=4780 344 265 211 102 109 79 4436 54 4408 653
is_linear=0
shrinkage=0.06


Tree=203
num_leaves=12
num_cat=0
split_feature=111 137 80 74 146 25 30 149 27 23 8
split_gain=0.13474 0.179494 0.617783 0.500727 0.328205 0.490035 0.585503 0.489601 0.459053 0.366108 0.326782
threshold=0.021960759535431865 0.0016846025246195497 0.0032328735105693345 0.0032328735105693345 0.021960759535431865 0.014293605927377941 0.0037758676335215573 0.012636432424187662 0.015675474889576439 0.00093549740267917525 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 10 -1 6 7 8 9 -6 -4
right_child=-2 2 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.00020372788984484634 0.0030138615550935276 0.00025811833868887198 0.001559367560433077 -0.0067582245977756607 -0.0089211173689141658 0.0026471984195177707 -0.0090667570574866248 0.0033667951949460555 0.0044252507736465318 -0.0023156810463872131 -0.0023536968159468268
leaf_weight=7403.2133626937866 53.004030227661133 1016.576287150383 97.856725096702576 76.404772520065308 33.612808108329773 93.730175614356995 39.693235874176025 64.243916988372803 32.92589795589447 292.30320715904236 356.43518340587616
leaf_count=3798 11 349 55 38 21 32 23 34 12 195 212
internal_value=0 -1.68583e-05 -0.000608153 -0.00226727 9.80883e-05 -0.00130701 -0.00210829 -0.00145347 -0.00231715 -0.00299945 -0.00151065
internal_weight=0 9507 1547.27 530.697 7959.72 556.509 462.779 423.086 358.842 325.916 454.292
internal_count=4780 4769 654 305 4115 317 285 262 228 216 267
is_linear=0
shrinkage=0.06


Tree=204
num_leaves=12
num_cat=0
split_feature=143 54 20 50 54 29 40 42 51 46 128
split_gain=0.138626 0.519914 0.725864 0.433809 0.560113 0.229293 0.263304 0.287812 0.264664 0.634094 0.887201
threshold=0.035692447796463973 0.0098710241727530974 0.0010263677686452868 0.00244467705488205 0.0014881226234138014 0.010180860292166473 0.0066005610860884198 0.00047558375808876013 0.0018488886416889729 0.00087947337306104611 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 -1 8 -8 -7 10 -10
right_child=1 -3 -4 4 -6 6 7 -9 9 -11 -12
leaf_value=0.00010245759944821902 -0.00070199391712883266 0.0059353090779116092 -0.004415776498058758 0.0002135192610273026 0.0073936114418497309 -0.0010405985388931992 0.0025265221226160694 -0.0023691431048594017 -0.0011816533116593678 -0.00024410676060938527 0.0089886947398160749
leaf_weight=7206.6501836776733 149.25287640094757 66.080765962600708 93.954057097434998 77.895622134208679 78.47059154510498 718.01964867115021 48.068452715873718 422.96880090236664 55.522700786590576 573.70743834972382 69.408464550971985
leaf_count=3273 76 27 66 42 34 507 24 276 44 387 24
internal_value=0 0.00100957 0.000193677 0.00161171 0.00381919 -5.17356e-05 -0.000640373 -0.00186912 -0.000231713 0.000599642 0.00447139
internal_weight=0 465.654 399.573 305.619 156.366 9094.35 1887.7 471.037 1416.66 698.639 124.931
internal_count=4780 245 218 152 76 4535 1262 300 962 455 68
is_linear=0
shrinkage=0.06


Tree=205
num_leaves=12
num_cat=0
split_feature=51 93 123 83 145 102 85 8 147 77 125
split_gain=0.130898 0.438424 0.984376 0.329638 0.62181 0.396435 0.385596 0.485946 0.308449 0.264412 0.255016
threshold=0.0092791137285530585 0.021960759535431865 0.0011615398107096555 0.0014427106943912806 0.00055427959887310873 0.0016846025246195497 0.0053125319536775359 0.014293605927377941 0.0010585968848317864 0.0030382014811038975 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 8 -2 7 10 -5 -9 -6
right_child=1 2 -4 4 6 -7 -8 9 -10 -11 -12
leaf_value=9.7046524769329694e-05 0.0044626061073545688 -0.0010615903056093417 0.010784561345156212 -0.0017672581434825417 -0.0002431087410421591 -0.00087478885932159212 -0.0032666033641514255 -1.6426093187712136e-05 -0.007938918476811772 0.0054208916056937232 -0.0029246058366060967
leaf_weight=8025.9458425045013 88.453687310218811 71.240224957466125 39.006325721740723 51.279121994972229 630.04425573348999 115.29915750026703 178.85107576847076 55.410760045051575 67.683556318283081 76.750771880149841 160.03482306003571
leaf_count=3973 25 48 14 35 364 35 91 27 48 27 93
internal_value=0 -0.000507828 0.00313567 -0.000790148 -0.00116324 0.00144335 -0.000717767 -0.000223168 -0.00528233 0.00314292 -0.000786562
internal_weight=0 1534.05 110.247 1423.81 1220.05 203.753 1101.09 922.241 118.963 132.162 790.079
internal_count=4780 807 62 745 685 60 602 511 83 54 457
is_linear=0
shrinkage=0.06


Tree=206
num_leaves=12
num_cat=0
split_feature=92 82 74 6 71 143 116 10 79 100 19
split_gain=0.129432 0.376681 0.33786 0.597747 0.6129 0.485832 0.482436 0.46161 0.337452 0.583647 0.543391
threshold=0.00017767510871635753 0.0020292587578296666 0.00037263428384903824 0.00039601318712811922 0.0092791137285530585 0.013032016810029747 0.0044099434744566688 0.00050559637020342063 0.0022975050378590827 0.024810968898236755 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 7 5 -5 -4 -7 -3 -2 10 -10
right_child=1 2 3 4 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00041310795686424633 -0.00012566009085675689 -0.0043834113822527696 -0.0039859649341186763 0.0017377056177346809 -0.0048331519423298165 0.0038269925294266687 -0.0042958394101565243 0.0002446550775496428 0.0011695793340978119 0.0065923430186201034 -0.00089440291518000598
leaf_weight=2123.8298107385635 2322.3010786771774 81.793201565742493 354.02845358848572 261.00045382976532 63.439977526664734 65.85179591178894 43.707844614982605 1474.7148894071579 2121.0363807678223 62.295127272605896 586.00058889389038
leaf_count=1156 1240 62 196 80 39 24 29 946 700 24 284
internal_value=0 0.000117969 -0.000511325 -0.00152351 0.000451769 -0.0029057 0.000585499 1.18807e-06 0.000407744 0.000855034 0.000722766
internal_weight=0 7436.17 2344.54 788.029 324.44 463.588 109.56 1556.51 5091.63 2769.33 2707.04
internal_count=4780 3624 1376 368 119 249 53 1008 2248 1008 984
is_linear=0
shrinkage=0.06


Tree=207
num_leaves=12
num_cat=0
split_feature=55 104 54 12 63 116 76 16 72 130 65
split_gain=0.134503 0.383492 0.203963 0.238105 0.201477 0.200968 0.184647 0.255892 0.394609 0.339206 0.414858
threshold=0.010829726699739696 0.00075379351619631063 0.055838862434029586 0.0022272822679951791 0.0016846025246195497 0.01884530205279589 0.0098710241727530974 0.0020292587578296666 0.0054799309000372895 0.0015833032084628942 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 5 -5 -4 7 9 -9 -1 -11
right_child=1 -3 3 4 -6 -7 -8 8 -10 10 -12
leaf_value=4.2814283511026166e-05 0.0010260853110451288 -0.004948124763172578 -0.001076818419024732 -0.0058835967105721502 -0.0006135373856888379 0.0038966402906913883 0.0040259717816716134 0.004011989274499298 0.00032980847750556234 -6.422000966881652e-05 -0.0056524727140995646
leaf_weight=8311.4664460420609 83.177199006080627 72.16119372844696 191.57672357559204 64.126887679100037 44.053843975067139 34.416747570037842 42.445965051651001 145.01438617706299 376.99161005020142 110.13460993766785 84.433990001678467
leaf_count=4250 18 29 149 48 18 16 28 36 93 45 50
internal_value=0 -0.00175058 2.89136e-05 -0.0014266 -0.00374005 -0.000318017 8.25528e-05 6.39682e-05 0.0013533 -1.51716e-05 -0.00249093
internal_weight=0 155.338 9404.66 334.174 108.181 225.993 9070.49 9028.04 522.006 8506.04 194.569
internal_count=4780 47 4733 231 66 165 4502 4474 129 4345 95
is_linear=0
shrinkage=0.06


Tree=208
num_leaves=12
num_cat=0
split_feature=14 111 64 144 85 139 60 127 100 75 135
split_gain=0.124049 0.339868 0.645558 0.611818 0.488392 0.55674 0.468995 0.589088 0.462874 0.461633 0.448163
threshold=0.0026012937305495147 0.00037263428384903824 0.00046126570669002836 0.0027679565828293566 0.0079489401541650313 0.00085274505545385193 0.004017772153019906 0.0098710241727530974 0.024810968898236755 0.0062037324532866487 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 5 -4 8 -8 10 -10 -2
right_child=1 2 4 -5 -6 -7 7 -9 9 -11 -12
leaf_value=0.00016975886715246837 1.2229068127608497e-05 0.0050492605760746592 -0.0071145771331123271 0.00048871359708294862 0.0011613450436436079 -0.00073200783131133304 -0.0036855599299016315 0.0038499832743246597 -0.00061698875366953385 0.0085513683414313729 -0.0018986057142153215
leaf_weight=5911.9006811380386 1774.4418209791183 181.72592282295227 73.423073291778564 253.65814650058746 216.25969970226288 148.8000248670578 289.55556654930115 42.791964411735535 37.627416849136353 41.530084848403931 588.28520083427429
leaf_count=3318 648 51 30 77 53 39 159 17 27 16 345
internal_value=0 -0.000275154 0.000756651 0.00239297 -0.000868281 -0.00284308 -0.000600182 -0.00271444 -0.000312325 0.00419792 -0.000463602
internal_weight=0 3648.1 873.867 435.384 438.483 222.223 2774.23 332.348 2441.88 79.1575 2362.73
internal_count=4780 1462 250 128 122 69 1212 176 1036 43 993
is_linear=0
shrinkage=0.06


Tree=209
num_leaves=12
num_cat=0
split_feature=129 142 79 35 65 97 89 51 123 7 81
split_gain=0.122213 0.49412 0.559368 0.34909 0.217685 0.194287 0.453907 0.37045 0.356095 0.34054 0.250338
threshold=0.059226244688034065 0.0033348383149132137 0.0058306583669036635 0.0081988852471113222 0.00087947337306104611 0.0051502294372767219 0.0030382014811038975 0.0044099434744566688 0.0011615398107096555 0.014293605927377941 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 -2 -3 -1 10 8 -8 -9 -7
right_child=1 2 -4 -5 -6 6 7 9 -10 -11 -12
leaf_value=5.5154310472276713e-05 -0.0017242025939054086 0.0078317895426207353 -0.0014420846830485829 0.0021006175301800868 0.0031301075043114117 -0.0036067868004649064 0.005102685596932637 -0.0052441624693195426 0.00059807398317119384 0.0015913971716293915 -0.0010540845149792683
leaf_weight=7757.1044327020645 255.49499547481537 65.393855810165405 64.589916348457336 129.29686200618744 77.783681392669678 184.47356343269348 81.111379981040955 62.982037425041199 284.63525474071503 44.857783436775208 552.27584004402161
leaf_count=4132 70 18 23 32 25 87 22 33 79 13 246
internal_value=0 0.000834452 0.0031916 -0.000438784 0.00528149 -5.5166e-05 -0.00076216 0.000686999 0.00159818 -0.00240196 -0.00169365
internal_weight=0 592.559 207.767 384.792 143.178 8967.44 1210.34 473.586 365.747 107.84 736.749
internal_count=4780 168 66 102 43 4612 480 147 101 46 333
is_linear=0
shrinkage=0.06


Tree=210
num_leaves=12
num_cat=0
split_feature=116 143 50 124 149 102 105 83 134 122 139
split_gain=0.130232 0.403499 0.326791 0.527721 0.425427 0.464212 0.484933 0.554047 0.508431 0.393796 0.41836
threshold=0.0092791137285530585 0.00057154725072905432 0.00017767510871635753 0.016668972559273246 0.0026012937305495147 0.0066005610860884198 0.0092791137285530585 0.02636832278221846 0.00017767510871635753 0.00066645268816500913 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 9 7 8 -7 10 -4
right_child=1 2 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00010194165750772727 0.0040412443589299841 -0.002465723590056782 0.00042709252244979004 -0.0040233806513209321 -0.00074937705062516635 0.0027293252149427558 0.0088884398469039061 0.0067632873832676275 -0.0047277929181840242 -0.003037782079933945 0.0045930422268919335
leaf_weight=7888.7367923259735 107.1529107093811 145.92517781257629 433.42001390457153 86.49980902671814 427.44134974479675 102.79230260848999 50.93821120262146 71.128284215927124 48.297422766685486 89.252538204193115 108.41479027271271
leaf_count=3915 37 79 211 46 288 42 15 31 27 51 38
internal_value=0 0.000481103 0.000236965 0.000515214 0.000810299 0.00154757 0.00361346 0.00240084 0.000344028 0.000652948 0.00126134
internal_weight=0 1671.26 1564.11 1418.18 1331.68 904.244 273.156 222.218 151.09 631.087 541.835
internal_count=4780 865 828 749 703 415 115 100 69 300 249
is_linear=0
shrinkage=0.06


Tree=211
num_leaves=12
num_cat=0
split_feature=75 47 102 46 128 32 80 80 11 30 18
split_gain=0.133071 0.380877 0.930214 0.749855 0.605441 0.533976 0.441288 0.415715 0.394772 0.38493 0.448173
threshold=0.0020932231564074759 0.0032328735105693345 0.0012357163941487672 0.00017767510871635753 0.00070876078098081063 0.0012357163941487672 0.0046923852059990176 0.00017767510871635753 0.010180860292166473 0.00085274505545385193 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 7 -5 -6 -8 10 -3
right_child=-2 9 3 4 5 -7 8 -9 -10 -11 -12
leaf_value=-7.0044512689104531e-05 -0.00018726282280455658 -5.8241408499336923e-05 0.0083904288216428702 -0.0034131510644583168 0.0055325392138882486 0.0065583650851781649 0.0075475559459371108 -0.00043136646869562515 -0.001421808557431161 -0.0014708413525342981 0.0033843600299887249
leaf_weight=1079.5125274658203 5624.207414150238 1491.4398802518845 78.012651443481445 99.230545401573181 63.099066734313965 129.98377215862274 33.154868006706238 125.8521341085434 37.627416849136353 648.16850972175598 149.71081650257111
leaf_count=661 2298 1103 28 73 19 41 15 49 27 384 82
internal_value=0 0.000267589 0.00096355 0.00293122 0.00205865 0.00359978 -0.000832849 0.00156212 0.00278422 -0.000232966 0.00025599
internal_weight=0 3935.79 1646.47 566.96 488.948 318.935 170.013 188.951 70.7823 2289.32 1641.15
internal_count=4780 2482 913 252 224 109 115 68 42 1569 1185
is_linear=0
shrinkage=0.06


Tree=212
num_leaves=12
num_cat=0
split_feature=96 149 33 125 3 21 78 21 144 93 149
split_gain=0.127359 0.334164 0.239098 0.277531 0.340172 0.240855 0.20318 0.175553 0.401125 0.478267 0.5274
threshold=0.011169348377734424 0.0010263677686452868 0.0011261500185355546 0.0010585968848317864 0.00038414125447161501 0.00066645268816500913 0.012252715881913902 0.000490355829242617 0.021960759535431865 0.00082683752407319855 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 -4 6 -2 -5 8 9 -1 -11
right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.00010293040587023281 0.00027272021804297073 -0.0019649425674460267 0.0049688978401994455 -0.0053315489562716012 0.0024180828271174229 -0.004568114489312566 0.00081961132221507183 0.00026156945512049198 0.001617440014200419 -0.0037835994199313778 -0.0003217495760727575
leaf_weight=2005.5998396873474 110.93854939937592 397.84315037727356 64.818886399269104 43.936814665794373 123.67437434196472 55.410760045051575 34.416747570037842 5743.7501426935196 345.21056234836578 306.18897092342377 328.21080434322357
leaf_count=803 40 273 26 32 36 27 16 3041 96 175 215
internal_value=0 -0.000709694 0.000443302 0.00155603 0.000459128 -0.00134153 -0.00263206 6.75879e-05 -0.000305642 -0.000557159 -0.00199292
internal_weight=0 831.039 433.196 266.847 202.028 166.349 78.3536 8728.96 2985.21 2640 634.4
internal_count=4780 450 177 110 84 67 48 4330 1289 1193 390
is_linear=0
shrinkage=0.06


Tree=213
num_leaves=12
num_cat=0
split_feature=137 99 106 110 83 20 52 128 128 13 3
split_gain=0.13 0.393293 0.339475 0.447742 0.35752 0.500431 0.320542 0.297405 0.357386 0.30197 0.426559
threshold=0.0016846025246195497 0.00040826165059115743 0.0046923852059990176 0.00075379351619631063 0.0026833302108570938 0.00038414125447161501 0.0042751494329422721 0.028884131461381916 0.0058306583669036635 0.001792412775103003 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 6 5 -3 -4 8 9 10 -6
right_child=1 2 3 -5 7 -7 -8 -9 -10 -11 -12
leaf_value=9.8139018456509409e-05 -0.0024980286575055862 0.0030337102062653813 0.0052811423678932306 -0.00051859544154961074 -0.00048528586368417465 -0.0012304716558413917 0.0002262403396906711 0.0024292946301475668 -0.0055215290621366195 0.0023241684946861967 -0.0056191844474065495
leaf_weight=7988.6338936090469 288.98568570613861 172.66379582881927 124.70728385448456 214.18370354175568 163.24549233913422 232.2061939239502 70.78228485584259 51.971120715141296 99.235633969306946 62.870096683502197 90.514417767524719
leaf_count=4121 136 41 34 119 104 60 42 13 42 16 52
internal_value=0 -0.000498849 -4.81721e-05 0.00137646 -0.000717014 0.000588362 0.00345193 -0.00184658 -0.0023814 -0.00139581 -0.002318
internal_weight=0 1571.37 1282.38 409.673 872.707 404.87 195.49 467.837 415.866 316.63 253.76
internal_count=4780 659 523 195 328 101 76 227 214 172 156
is_linear=0
shrinkage=0.06


Tree=214
num_leaves=12
num_cat=0
split_feature=49 21 30 118 95 118 38 58 108 53 84
split_gain=0.124857 0.128008 0.576745 0.556059 0.320254 0.206637 0.355579 0.53225 0.661511 0.519347 1.23371
threshold=0.041476719081401832 0.0079489401541650313 0.0026833302108570938 0.0084566329605877417 0.00077738583786413084 0.0011261500185355546 0.00044738779251929378 0.021960759535431865 0.0044099434744566688 0.0081988852471113222 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 -1 9 8 -8 -7 -11
right_child=-2 2 4 -5 -6 6 7 -9 -10 10 -12
leaf_value=0.00034298023050138203 -0.0027554104191731123 -0.00043391029767627688 -0.0088252458168744021 0.0070469612889264904 -0.0023691054683740499 -0.0015791941492504429 0.0010820742527839207 -0.0044861587753373669 -0.0010151031131546363 -0.0030040565583194572 0.0049365685224149244
leaf_weight=4854.5575478076935 58.738458633422852 591.13969361782074 40.151175975799561 37.973416209220886 88.79459810256958 1130.0182414054871 1561.972848534584 84.545930743217468 828.63255298137665 130.09062433242798 153.38451445102692
leaf_count=2497 24 429 29 16 45 515 567 67 434 89 68
internal_value=0 1.70698e-05 -0.00073081 1.86851e-05 -0.0043847 8.19207e-05 -0.000243985 0.000189595 0.000355138 -0.00100318 0.00129273
internal_weight=0 9501.26 758.059 629.113 128.946 8743.2 3888.64 2475.15 2390.61 1413.49 283.475
internal_count=4780 4756 519 445 74 4237 1740 1068 1001 672 157
is_linear=0
shrinkage=0.06


Tree=215
num_leaves=12
num_cat=0
split_feature=13 55 138 107 79 25 101 136 60 10 143
split_gain=0.121435 0.45637 0.546436 0.484285 0.45173 0.430915 0.575707 0.39355 0.359251 0.475002 0.445469
threshold=0.00077738583786413084 0.00040826165059115743 0.00096484774257987748 0.00046126570669002836 0.0066005610860884198 0.017724351026117805 0.00096484774257987748 0.000490355829242617 0.0013146653072908523 0.0045489775948226461 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 7 -7 -2 -4 10 -10
right_child=1 2 8 4 -6 6 -8 -9 9 -11 -12
leaf_value=0.00013133815672875643 -0.0020445661481352218 0.0012592820195968461 0.0012154777394091274 -0.0080154789729904169 -0.0017974644655461189 -0.0010929754968962159 -0.00819634982533529 0.0019854271846303524 -0.0013545859074878144 -0.0039289325789281446 0.0017090369125481735
leaf_weight=6941.5028183460236 281.99446630477905 83.177199006080627 980.44989705085754 70.324344754219055 104.6291515827179 87.420777797698975 77.437682032585144 126.19813346862793 354.16074860095978 122.75340557098389 329.95097827911377
leaf_count=3993 91 18 264 36 35 27 36 38 89 55 98
internal_value=0 -0.000348165 7.11224e-05 -0.00250885 -0.00430001 -0.00184452 -0.00443253 -0.000798459 0.000443851 -0.000493813 0.000123051
internal_weight=0 2618.5 2045.45 258.131 174.953 573.051 164.858 408.193 1787.32 806.865 684.112
internal_count=4780 787 595 89 71 192 63 129 506 242 187
is_linear=0
shrinkage=0.06


Tree=216
num_leaves=12
num_cat=0
split_feature=48 85 6 86 115 150 77 40 72 46 49
split_gain=0.125038 0.235628 0.128407 0.196134 0.419529 0.424381 0.165815 0.335024 0.191663 0.306848 0.198538
threshold=0.0095705352723598498 0.0063990866765379914 0.0022272822679951791 0.0015833032084628942 0.04273676127195359 0.00017767510871635753 0.066585760563611998 0.00017767510871635753 0.079227816313505187 0.00087947337306104611 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 -4 8 -8 10 -10 -1
right_child=1 -3 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=0.00013055087959588945 -0.005128716537134888 0.0014276465757329375 -0.0011325803054454975 0.00098860565950659738 0.0016395378082750831 -0.0085669713229149045 0.0020618718186041119 -0.0026960300479838451 -0.0013334472071335982 0.0025521531146186906 -0.00091845457402222328
leaf_weight=7884.1065056324005 46.460573792457581 34.187777519226074 58.280518531799316 88.224717259407043 57.822578430175781 52.541001558303833 72.965133190155029 196.75144827365875 101.87642240524292 259.05166411399841 707.73126208782196
leaf_count=4165 34 13 18 22 12 36 24 77 30 70 279
internal_value=0 -0.00235107 2.00135e-05 -0.00130292 -0.00250159 -0.00466181 5.68742e-05 -0.00140861 0.00010104 0.00145533 4.4132e-05
internal_weight=0 80.6484 9479.35 256.869 168.644 110.822 9222.48 269.717 8952.77 360.928 8591.84
internal_count=4780 47 4733 88 66 54 4645 101 4544 100 4444
is_linear=0
shrinkage=0.06


Tree=217
num_leaves=12
num_cat=0
split_feature=105 0 38 60 145 133 92 38 117 133 25
split_gain=0.122326 0.375776 0.351974 0.653045 0.322604 0.28485 0.404989 0.517778 0.510554 0.397323 0.388104
threshold=0.011169348377734424 0.001792412775103003 0.00044738779251929378 0.0022272822679951791 0.00093549740267917525 0.013860232196748258 0.0034400182776153092 0.00085274505545385193 0.0095705352723598498 0.0095705352723598498 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -3 9 7 -7 -8 -1 -11
right_child=1 4 3 -5 -6 6 8 -9 -10 10 -12
leaf_value=7.6412594606974036e-05 -0.0011294214266182585 -0.0034724879636049573 -0.0014778800104453857 0.00704093708433229 -0.00049249063728836026 -0.001502051126396019 0.0034314107169476941 0.0030765981211266086 -0.00063075954333327913 2.1059504234940097e-05 -0.0028665111839998197
leaf_weight=7092.567108631134 119.07970762252808 202.59781742095947 56.901609659194946 75.030952215194702 368.71306824684143 332.45947170257568 359.66111838817596 121.26255595684052 161.29670262336731 328.55680370330811 341.87268662452698
leaf_count=3518 69 107 31 20 202 193 130 51 94 204 161
internal_value=0 -0.000699586 0.00123509 0.00336849 -0.00154968 6.58257e-05 0.00103259 -0.000277945 0.00217382 -5.55678e-05 -0.00145161
internal_weight=0 822.323 251.012 131.933 571.311 8737.68 974.68 453.722 520.958 7763 670.429
internal_count=4780 429 120 51 309 4351 468 244 224 3883 365
is_linear=0
shrinkage=0.06


Tree=218
num_leaves=12
num_cat=0
split_feature=123 34 15 16 18 108 52 16 109 101 135
split_gain=0.119565 0.294964 0.345115 0.52019 0.531642 0.377445 0.405461 0.764974 0.787522 0.36669 0.339921
threshold=0.0019672545604407792 0.017724351026117805 0.0087224207818508166 0.0020292587578296666 0.0031340263085439806 0.0098710241727530974 0.0033348383149132137 0.00064626874518580746 0.0045489775948226461 0.010829726699739696 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 10 8 -8 -10 -2
right_child=1 -3 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=0.00010388549411790886 0.00072628502396075007 -0.003441464395286789 -0.001051055842022522 0.0073718312315318359 0.0062894999020277238 -0.0040605853335486403 -0.0084889401649774453 0.00079623693612885854 -0.0042467577914401325 0.0038133351495664523 -0.0023360552315862915
leaf_weight=7711.1068875789642 870.88516795635223 110.24655067920685 169.0969500541687 48.414452075958252 44.857783436775208 105.19903242588043 97.052785634994507 168.30318772792816 43.478874564170837 37.973416209220886 153.38451445102692
leaf_count=4073 242 62 103 13 13 58 60 46 26 16 68
internal_value=0 -0.000433341 -0.000242411 0.00176237 0.000490186 -0.000598802 -0.000332913 -0.00210579 -0.00484088 -0.000489039 0.000267516
internal_weight=0 1848.89 1738.65 262.369 213.955 1476.28 1371.08 346.808 178.505 81.4523 1024.27
internal_count=4780 707 645 129 116 516 458 148 102 42 310
is_linear=0
shrinkage=0.06


Tree=219
num_leaves=12
num_cat=0
split_feature=55 16 72 130 13 56 72 135 110 89 70
split_gain=0.12924 0.217544 0.327787 0.266033 0.479046 0.283968 0.249942 0.336133 0.299389 0.317057 0.295387
threshold=0.010829726699739696 0.0020292587578296666 0.0054799309000372895 0.0015833032084628942 0.00077738583786413084 0.0026012937305495147 0.045367386192083366 0.0027679565828293566 0.00096484774257987748 0.0020292587578296666 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 -5 -6 -1 8 9 10 -8
right_child=-2 2 -4 4 5 -7 7 -9 -10 -11 -12
leaf_value=-8.2705044215883954e-05 -0.0017159934581352351 0.0036402383428510389 0.00029016812256960929 0.00042213288915597457 -0.0089783151021359028 -0.0020909763697193893 -0.00042895199200744028 0.0044983322325637416 -0.0023490543747161688 -0.0011269713758451936 0.0036411296683847797
leaf_weight=8054.8011574745178 155.33839273452759 145.01438617706299 381.81015825271606 108.29776096343994 43.478874564170837 42.791964411735535 93.501205563545227 92.468296051025391 101.53042304515839 136.41019928455353 204.55678427219391
leaf_count=4320 47 36 94 52 26 17 29 31 41 32 55
internal_value=0 2.83422e-05 0.00121283 -4.19599e-05 -0.00223556 -0.00556844 7.21782e-06 0.00115955 0.000582827 0.00126836 0.00236462
internal_weight=0 9404.66 526.825 8877.84 194.569 86.2708 8683.27 628.467 535.999 434.468 298.058
internal_count=4780 4733 130 4603 95 43 4508 188 157 116 84
is_linear=0
shrinkage=0.06


Tree=220
num_leaves=12
num_cat=0
split_feature=46 38 108 103 115 45 92 114 73 143 91
split_gain=0.116679 0.31539 0.369023 0.521616 0.560205 0.488685 0.504646 0.431369 0.581983 0.749574 0.431033
threshold=0.0016846025246195497 0.00093549740267917525 0.0044099434744566688 0.0012357163941487672 0.0028552538715302949 0.0045489775948226461 0.0017376682371832433 0.0028552538715302949 0.0032328735105693345 0.0025217677466571335 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 5 -5 -4 -7 8 9 -3 -9
right_child=1 2 3 4 -6 6 -8 10 -10 -11 -12
leaf_value=0.00029362714672749108 -0.00039549769132593321 0.0081221336655735079 -0.0033033483311783809 0.0071781127218596289 -0.0017981554278606508 0.0027679442946698255 -0.001599700277586421 0.0011519172739029491 0.0061079820929454557 -0.00029838311314943946 -0.0031983072109042121
leaf_weight=3226.9008183479309 4736.2766910791397 46.348633050918579 226.22752976417542 61.26221776008606 42.216995000839233 161.64270198345184 231.5040180683136 379.16936981678009 133.31147074699402 210.62703490257263 104.51212227344513
leaf_count=1582 2454 17 137 26 25 83 144 106 38 119 49
internal_value=0 -0.000149645 0.00057955 -0.000423359 0.00351781 -0.00108227 0.000196309 0.001409 0.00289267 0.00122293 0.00021147
internal_weight=0 6333.1 1596.82 722.853 103.479 619.374 393.147 873.969 390.287 256.976 483.681
internal_count=4780 3198 744 415 51 364 227 329 174 136 155
is_linear=0
shrinkage=0.06


Tree=221
num_leaves=12
num_cat=0
split_feature=92 66 27 18 10 120 88 30 118 109 51
split_gain=0.121022 0.379525 0.629735 0.29838 0.341147 0.319187 0.503991 0.358028 0.33017 0.583567 0.478684
threshold=0.00068727668258361529 0.0012745757703669371 0.00043393640953581786 0.04673989117145539 0.004017772153019906 0.00038414125447161501 0.011519505176693203 0.0095705352723598498 0.0019672545604407792 0.0026012937305495147 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 8 7 -7 -1 -10 -11
right_child=-2 2 -4 4 -6 6 -8 -9 9 10 -12
leaf_value=-0.00088342112668768097 0.00014282372477469077 0.0070337874225219667 0.00020495587760057266 -0.00066938867946629457 0.005943213126797714 -0.0021985914522290348 -0.0084131861691456936 0.0045573682347418076 -0.0014223009782933129 0.00088781382703377327 0.0055330706324864826
leaf_weight=1556.2943866252899 6603.7516003847122 63.785976886749268 203.40175688266754 58.738458633422852 53.690940380096436 270.50525522232056 43.24990451335907 31.435048341751099 274.99306976795197 290.01859521865845 110.13460993766785
leaf_count=912 3187 28 102 24 20 189 23 8 108 134 45
internal_value=0 -0.000319069 0.00183723 -0.000533382 0.00249095 -0.000665438 -0.00236307 -0.00149395 -0.000402731 0.000705286 0.0021674
internal_weight=0 2956.25 267.188 2689.06 112.429 2576.63 345.19 301.94 2231.44 675.146 400.153
internal_count=4780 1593 130 1463 44 1419 220 197 1199 287 179
is_linear=0
shrinkage=0.06


Tree=222
num_leaves=12
num_cat=0
split_feature=35 50 128 21 132 79 95 144 58 116 38
split_gain=0.127938 0.628834 0.562361 0.526363 0.499134 0.326349 0.336673 0.423176 0.345486 0.307337 0.307095
threshold=0.016164712607860569 0.0063990866765379914 0.0019071503775194289 0.00057154725072905432 0.000490355829242617 0.020035739988088611 0.00077738583786413084 0.0062037324532866487 0.004017772153019906 0.00046126570669002836 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 8 -8 -4 -3 -7
right_child=1 9 5 4 -6 10 7 -9 -10 -11 -12
leaf_value=7.9601782337613148e-05 -0.0077675761792963026 0.00079910457141830571 0.0011297049653289765 -0.0049506554549913874 0.0028534826876953083 -0.0035981108263918871 0.0045238319264726753 -0.00077155803265145575 -0.0036954518578894498 -0.0054100976950138121 0.001197663007355199
leaf_weight=8448.7874369621277 57.588519811630249 36.94050669670105 244.3670494556427 55.064760684967041 63.328036785125732 106.5779412984848 187.00241112709045 76.521801829338074 68.258525729179382 128.14183461666107 87.420777797698975
leaf_count=4325 40 18 64 38 22 45 58 24 40 79 27
internal_value=0 -0.000605203 -8.84336e-06 -0.00306796 -0.000777355 0.000690482 0.00140714 0.00298645 7.53376e-05 -0.00402102 -0.00143751
internal_weight=0 1111.21 946.13 175.981 118.393 770.149 576.15 263.524 312.626 165.082 193.999
internal_count=4780 455 358 100 60 258 186 82 104 97 72
is_linear=0
shrinkage=0.06


Tree=223
num_leaves=12
num_cat=0
split_feature=108 9 15 71 69 143 115 19 82 31 72
split_gain=0.114857 0.32893 0.305598 0.340366 0.334547 0.261159 0.361091 0.40161 0.379347 0.265561 0.260245
threshold=0.00093549740267917525 0.0005375427135732026 0.0011261500185355546 0.0033348383149132137 0.014293605927377941 0.035692447796463973 0.00017767510871635753 0.0034400182776153092 0.00055427959887310873 0.00082683752407319855 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 10 -7 8 -8 -9 -2
right_child=5 2 3 4 -6 6 7 9 -10 -11 -12
leaf_value=1.0043631510548445e-05 -0.00029342623158483974 -0.00036275360340521832 -0.0079441802216803029 -0.0034724484711647092 0.0033407820019558179 -0.0021764649133031873 0.0011028618611902345 0.0023804188390807589 0.0066529230659729353 -0.003260121954911069 0.00043836139983612679
leaf_weight=1617.9534894227982 3980.6601492166519 248.03565883636475 47.264513254165649 137.43293166160583 31.892988443374634 71.698165059089661 76.17580246925354 67.800585627555847 106.12000119686127 53.802881121635437 3121.1624364852905
leaf_count=617 2433 81 29 92 14 54 35 34 39 37 1315
internal_value=0 -0.000394073 -0.00180102 -0.00344716 -0.00218794 0.000109744 0.00165141 0.00255493 0.0043356 -0.00011584 2.81869e-05
internal_weight=0 2082.58 464.626 216.59 169.326 7477.42 375.597 303.899 182.296 121.603 7101.82
internal_count=4780 833 216 135 106 3947 199 145 74 71 3748
is_linear=0
shrinkage=0.06


Tree=224
num_leaves=12
num_cat=0
split_feature=75 29 35 59 128 15 60 75 102 99 37
split_gain=0.118307 0.318166 0.402269 0.37376 0.533939 0.406633 0.317294 0.593451 0.303922 0.373038 0.925562
threshold=0.0020932231564074759 0.00017767510871635753 0.0042751494329422721 0.00099512818269431613 0.0030382014811038975 0.00087947337306104611 0.013860232196748258 0.0015349716995842757 0.0012357163941487672 0.00017767510871635753 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -3 -5 10 -10
right_child=-2 3 -4 8 5 -7 -8 -9 9 -11 -12
leaf_value=0.00048455131283950268 -0.00017658052726959194 -0.0011169607743200835 0.0059093301177641925 -0.00012051016857231553 -0.010520850432331617 -0.0026476312866250502 0.0042174516455887774 0.0049925466878795429 0.0015194075035682285 0.00057192392830188632 0.010426906100484057
leaf_weight=130.78262305259705 5624.207414150238 665.36161780357361 78.816590905189514 1468.2833737134933 28.794259905815125 129.97868359088898 52.887000918388367 62.524097323417664 262.48112630844116 1005.9775134325027 49.905301690101624
leaf_count=67 2298 485 23 986 20 72 25 27 146 614 17
internal_value=0 0.000252297 0.0025263 0.000124319 -0.000910517 -0.0040812 -0.000265307 -0.000591551 0.000473245 0.00113448 0.00294531
internal_weight=0 3935.79 209.599 3726.19 939.546 158.773 780.773 727.886 2786.65 1318.36 312.386
internal_count=4780 2482 90 2392 629 92 537 512 1763 777 163
is_linear=0
shrinkage=0.06


Tree=225
num_leaves=12
num_cat=0
split_feature=57 108 57 43 21 30 30 24 105 86 149
split_gain=0.119259 0.483048 0.222619 0.356332 0.277299 0.423469 0.258873 0.206001 0.162083 0.247236 0.336741
threshold=0.0046923852059990176 0.0038949446752667431 0.00070876078098081063 0.00075379351619631063 0.0011261500185355546 0.0014881226234138014 0.0062037324532866487 0.0095705352723598498 0.013860232196748258 0.0012745757703669371 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 -4 -6 7 -5 9 -1 -11
right_child=1 -3 3 6 5 -7 -8 -9 -10 10 -12
leaf_value=-6.4525049075732393e-05 -0.0027263094973902858 0.0048776863139309576 -0.001024038332578376 -0.001390356283601697 -0.0022397037231093571 -0.010963782265914587 0.0047789347664725567 0.0023050361038285871 -0.0010137715102668059 0.00092820576740337108 -0.0023560546794825772
leaf_weight=6524.080184340477 50.017242431640625 75.142892956733704 78.012651443481445 289.09253787994385 46.231603741645813 35.332627773284912 33.958807468414307 66.767676115036011 488.94271469116211 1752.4250761270523 119.99558782577515
leaf_count=3479 34 37 28 184 31 28 10 36 255 577 81
internal_value=0 0.00183918 -2.44217e-05 -0.0011964 -0.00358371 -0.00602767 -0.000218464 -0.000696562 4.80558e-05 0.000109899 0.000717617
internal_weight=0 125.16 9434.84 549.396 159.577 81.5642 389.819 355.86 8885.44 8396.5 1872.42
internal_count=4780 71 4709 317 87 59 230 220 4392 4137 658
is_linear=0
shrinkage=0.06


Tree=226
num_leaves=12
num_cat=0
split_feature=12 18 94 55 62 138 102 79 0 129 24
split_gain=0.12419 0.269107 0.442581 0.274794 0.276425 0.233972 0.303434 0.227033 0.621263 0.731826 0.652693
threshold=0.015200819820165636 0.015675474889576439 0.020658296532928947 0.00017767510871635753 0.00037263428384903824 0.00044738779251929378 0.0025217677466571335 0.020035739988088611 0.019431582652032379 0.00066645268816500913 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 -7 -1 9 -9 -10
right_child=1 -3 -4 -5 -6 6 -8 8 10 -11 -12
leaf_value=8.3175051032573481e-06 -0.0058976861574259786 -0.0039101426030096458 -0.0050792598443662532 0.00033762698292063556 0.0013299557013558398 0.00068081404547528398 -0.0039268710968125555 0.0077434416578152313 -0.0082610825004751365 0.0012310934347936242 0.00058121152805780906
leaf_weight=7265.3784574270248 58.16348922252655 77.783681392669678 66.767676115036011 1203.0189945697784 88.682657361030579 104.40018153190613 101.30145299434662 73.998042702674866 44.740754127502441 384.67482817173004 91.089387178421021
leaf_count=4058 32 25 36 322 28 32 38 22 27 116 44
internal_value=0 -0.000464974 -0.000299563 -9.40964e-05 -0.00156697 -0.00254073 -0.00158913 0.000100568 0.00122777 0.00228319 -0.00233526
internal_weight=0 1700.12 1622.33 1555.57 352.548 263.865 205.702 7859.88 594.503 458.673 135.83
internal_count=4780 513 488 452 130 102 70 4267 209 138 71
is_linear=0
shrinkage=0.06


Tree=227
num_leaves=12
num_cat=0
split_feature=27 54 39 28 132 74 85 10 80 25 102
split_gain=0.114577 0.518895 0.56232 0.483108 0.406873 0.403982 0.401669 0.721496 0.4043 0.401572 0.520278
threshold=0.0028552538715302949 0.0062037324532866487 0.0014881226234138014 0.0012357163941487672 0.0022272822679951791 0.0005375427135732026 0.0038949446752667431 0.014740333426743748 0.0016846025246195497 0.017724351026117805 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 -5 -4 -1 -8 -9 10 -6
right_child=1 2 5 4 9 -7 7 8 -10 -11 -12
leaf_value=-0.00027040129273406564 -0.0001070036969561833 0.003364754106781098 0.0015729824251936326 -0.00069669542542192446 -0.0088871143593786568 -0.0018150199399510009 0.0017839888311258394 -0.0056553896374052426 0.0005327281708618339 -0.00059857763470585893 -0.00063912681689763738
leaf_weight=3622.2710875272751 3434.0068045854568 356.10444974899292 334.98831939697266 418.38431131839752 81.681260824203491 203.63581550121307 837.60818207263947 79.615441799163818 72.619133830070496 77.55471134185791 41.530084848403931
leaf_count=2242 1484 130 164 247 45 74 272 49 35 22 16
internal_value=0 0.000228325 0.0015152 -0.000188968 -0.00176253 0.000291993 2.23073e-05 0.00109338 -0.00270511 -0.0039822 -0.00610979
internal_weight=0 4328.74 894.729 5231.26 619.15 538.624 4612.11 989.843 152.235 200.766 123.211
internal_count=4780 1852 368 2928 330 238 2598 356 84 83 61
is_linear=0
shrinkage=0.06


Tree=228
num_leaves=12
num_cat=0
split_feature=123 107 132 97 12 31 31 97 7 118 6
split_gain=0.116862 0.304039 0.272611 0.371013 0.315445 0.250466 0.353483 0.407277 0.436767 0.362644 0.305349
threshold=0.0022272822679951791 0.00046126570669002836 0.00055427959887310873 0.00038414125447161501 0.015200819820165636 0.0012357163941487672 0.01884530205279589 0.0012745757703669371 0.0026012937305495147 0.010829726699739696 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 10 7 8 -7 -9 -3
right_child=1 5 3 4 -6 6 -8 9 -10 -11 -12
leaf_value=9.6385029742762459e-05 -0.0026322406265611351 -0.0024758799208756998 0.0044482916404245025 0.0027191469411655747 -0.00093131914434256742 -0.00082641586805740758 -0.0035644752996876494 -0.0023665918123960249 0.0053326795859062574 0.0030911138935574198 0.00079512314958180756
leaf_weight=7892.9447511434555 76.17580246925354 504.54829812049866 101.41848230361938 131.59165108203888 241.38535022735596 68.029555678367615 82.714170336723328 167.03621959686279 105.8910311460495 59.313428044319153 128.95086264610291
leaf_count=4141 35 242 24 31 56 37 43 76 36 16 43
internal_value=0 -0.00045647 0.000697324 0.00123241 0.000357001 -0.00102545 3.79698e-06 0.000741872 0.00292444 -0.000935703 -0.00181004
internal_weight=0 1667.05 550.571 474.395 372.977 1116.48 482.984 400.27 173.921 226.35 633.499
internal_count=4780 639 146 111 87 493 208 165 73 92 285
is_linear=0
shrinkage=0.06


Tree=229
num_leaves=12
num_cat=0
split_feature=113 104 3 14 54 81 89 39 1 50 126
split_gain=0.117661 0.36528 0.434722 0.403908 0.458844 0.477969 0.48346 0.381092 0.544638 0.748395 0.636091
threshold=0.0019071503775194289 0.010829726699739696 0.00082683752407319855 0.011880517937242987 0.004017772153019906 0.027182282879948619 0.0026833302108570938 0.00052132029668428015 0.0012357163941487672 0.021960759535431865 0.0003614811430452392
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 -6 10 -10 -9
right_child=1 2 -4 -5 7 -7 -8 8 9 -11 -12
leaf_value=-0.00014932512191605924 -0.0010330264669064155 0.00014436974703309111 -0.0028005362219309235 0.0043317371941689704 -0.0013264902202486926 0.0038315946796651122 0.0026674710969083514 0.006212274502491023 -0.00065914410779816847 0.0049646400083390762 0.0011778823293840588
leaf_weight=6360.1070810556412 1029.7191665172577 575.31022870540619 262.82203710079193 104.05418217182159 147.9859082698822 95.678965330123901 144.89735686779022 183.32871317863464 367.11027789115906 110.82152009010315 178.16416561603546
leaf_count=2915 661 408 166 43 106 42 50 72 181 54 82
internal_value=0 0.000296732 -0.00077932 0.000678614 0.000510062 -0.000244072 -0.000576355 0.00148018 0.00197508 0.000645649 0.00373205
internal_weight=0 3199.89 838.132 2361.76 2257.71 1270.3 1174.62 987.411 839.425 477.932 361.493
internal_count=4780 1865 574 1291 1248 753 711 495 389 235 154
is_linear=0
shrinkage=0.06


Tree=230
num_leaves=12
num_cat=0
split_feature=55 58 55 35 32 34 114 129 45 140 67
split_gain=0.113348 0.297054 0.147174 0.146039 0.326114 0.453273 0.261875 0.415765 0.25068 0.226125 0.158527
threshold=0.010829726699739696 0.00060774214216507982 0.0063990866765379914 0.025578102096915249 0.0049928687512874612 0.0018488886416889729 0.007706565549597145 0.0038949446752667431 0.0012357163941487672 0.00017767510871635753 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 10 5 9 7 8 -7 -5 -1
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-1.7344984382123997e-05 0.0014273948280351667 -0.003873124216694212 0.0016532444683778991 -0.0017021006806098324 0.0019660442491059049 -0.0071167675798650947 6.2633469731189121e-05 -0.010007537255837643 -0.0016445732998886296 0.0030261178448895828 0.0010207612392055588
leaf_weight=8123.0698603391647 66.426765322685242 88.911627411842346 195.95259737968445 65.622825860977173 106.92394065856934 39.922205924987793 65.393855810165405 37.398446798324585 122.40740621089935 81.56932008266449 566.40075099468231
leaf_count=4298 16 31 51 21 34 26 18 24 66 28 167
internal_value=0 -0.00160702 2.65515e-05 -8.08057e-06 -0.000985443 -0.00175113 -0.00323301 -0.00431155 -0.00299392 0.000918407 5.03323e-05
internal_weight=0 155.338 9404.66 9208.71 519.238 412.314 265.122 199.728 162.33 147.192 8689.47
internal_count=4780 47 4733 4682 217 183 134 116 92 49 4465
is_linear=0
shrinkage=0.06


Tree=231
num_leaves=12
num_cat=0
split_feature=40 50 32 59 80 4 7 28 73 8 125
split_gain=0.114629 0.306486 0.376939 0.382304 0.535404 0.447332 0.332953 0.709366 0.42183 0.391342 0.331648
threshold=0.0020932231564074759 0.00087947337306104611 0.0013986918493174019 0.0072436286136507997 0.00042089859198313212 0.00077738583786413084 0.00017767510871635753 0.00039601318712811922 0.020658296532928947 0.00087947337306104611 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 10 7 -2 9 -8 -6
right_child=1 -3 3 -5 5 -7 8 -9 -10 -11 -12
leaf_value=0.00025966969751902428 -0.0048994749802956494 1.6278165651279273e-05 -0.002328455814401159 -0.0039539760517699803 0.0074175132565230378 -0.00072845277229278385 -0.0098140786045650234 0.0066270722325333289 -0.00051851907951190558 -0.0035451176027834776 0.0016601728779561291
leaf_weight=3730.9657335281372 36.594507336616516 4956.7901467084885 125.39419400691986 71.586224317550659 73.769072651863098 92.926236152648926 44.511784076690674 40.268205285072327 132.85353064537048 183.89859402179718 70.441374063491821
leaf_count=1973 29 2454 43 37 19 37 24 15 32 95 22
internal_value=0 -0.000166236 -0.00120331 4.97843e-05 0.000841249 0.00251761 -0.00244467 0.00114002 -0.00320746 -0.00477055 0.00460837
internal_weight=0 5829.03 872.244 434.117 362.531 237.137 438.127 76.8627 361.264 228.41 144.21
internal_count=4780 2807 353 158 121 78 195 44 151 119 41
is_linear=0
shrinkage=0.06


Tree=232
num_leaves=12
num_cat=0
split_feature=31 139 130 25 117 38 8 128 124 51 32
split_gain=0.110145 0.330306 0.351571 0.538913 0.31919 0.323273 0.286972 0.592142 0.396213 0.369859 0.349291
threshold=0.00070876078098081063 0.00070876078098081063 0.00043393640953581786 0.030689206905663017 0.0031340263085439806 0.0026012937305495147 0.0084566329605877417 0.012636432424187662 0.051876978948712356 0.0044099434744566688 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 8 -8 9 10 -2
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 -12
leaf_value=0.000162019431135696 0.0011446265462433953 0.00082951825682308071 -0.0048481366095730746 0.0042888262545793324 -0.0024438231507356448 0.0034251163412033748 0.00013017509931278692 0.0057553260446788022 -0.0048911783207549802 -0.0016611959121925668 -0.00086691347066167443
leaf_weight=5854.0119590759277 624.5438859462738 793.09130942821503 163.70852100849152 42.334024310112 183.78156471252441 41.301114797592163 476.66482985019684 78.358650803565979 75.142892956733704 608.70933246612549 618.35151743888855
leaf_count=3010 323 279 79 11 109 13 265 17 37 333 304
internal_value=0 -0.000255984 -0.00055155 -0.00213286 -0.00283302 -0.00136587 -0.000276775 0.000925232 -0.000623058 -0.000449592 0.000143878
internal_weight=0 3705.99 2912.9 431.125 388.791 225.083 2481.77 555.023 1926.75 1851.6 1242.9
internal_count=4780 1770 1491 212 201 122 1279 282 997 960 627
is_linear=0
shrinkage=0.06


Tree=233
num_leaves=12
num_cat=0
split_feature=103 60 81 9 24 142 61 141 139 125 77
split_gain=0.107276 0.109897 0.380095 0.40365 0.347964 0.413577 0.538906 0.484582 0.447529 0.409739 0.39017
threshold=0.099559046328067793 0.00017767510871635753 0.0015833032084628942 0.0016846025246195497 0.00047558375808876013 0.0014427106943912806 0.00064626874518580746 0.0038949446752667431 0.00043393640953581786 0.0026833302108570938 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 10 6 8 -8 9 -6 -4
right_child=-2 2 4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=0.00026983024347949246 -0.0028043779654995287 -0.0014823837413983261 0.00042902383670993577 0.0041603121045808008 -0.0028255145172280233 0.00019353102019294298 -0.0018424432763224717 0.0016210961787030795 -0.00040275866173492502 -0.0094570114476978159 0.0043289481573603652
leaf_weight=3702.6395908594131 48.755362868309021 952.87680816650391 276.0259792804718 47.839482665061951 70.324344754219055 3580.339036822319 341.98971593379974 252.85420703887939 83.406169056892395 64.243916988372803 138.70498836040497
leaf_count=1897 33 493 106 21 36 1879 147 82 21 34 31
internal_value=0 1.43839e-05 -0.00014845 -0.00121224 7.29897e-05 -8.38582e-05 -0.00130559 -0.000370149 -0.00385703 -0.00599611 0.00173407
internal_weight=0 9511.24 5808.6 1000.72 4807.89 4393.16 812.818 594.844 217.974 134.568 414.731
internal_count=4780 4747 2850 514 2336 2199 320 229 91 70 137
is_linear=0
shrinkage=0.06


Tree=234
num_leaves=12
num_cat=0
split_feature=137 36 137 107 94 13 124 94 11 72 112
split_gain=0.107166 0.291024 0.277866 0.463609 0.465098 0.459174 0.722965 0.471602 0.46965 0.398098 0.382344
threshold=0.0016846025246195497 0.022641776129603389 0.00037263428384903824 0.0068083447404205808 0.0062037324532866487 0.0011980500421486797 0.0010585968848317864 0.015200819820165636 0.0012357163941487672 0.0048403022810816774 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 4 -4 6 7 -6 -8 -9 -1
right_child=1 -3 3 -5 5 -7 8 9 -10 -11 -12
leaf_value=-0.00038265531853222564 -0.00073178067737707827 0.0019378022565236233 0.0014280765595260068 -0.0009649955738017861 -0.0027317019316702475 0.0023109008657007037 -0.0086739340503573063 0.00037131186291991481 -0.0023086175271738187 0.0082652064883983918 0.0010820412725609805
leaf_weight=4438.1067605018616 1407.3061002492905 164.05960893630981 1727.5131299495697 564.87428140640259 59.079369425773621 138.35898900032043 56.097670197486877 48.297422766685486 162.55858218669891 43.824873924255371 749.92281424999237
leaf_count=2353 622 37 670 380 44 42 36 27 95 15 459
internal_value=0 -0.000452955 8.90717e-05 0.000570684 0.000958711 -0.000636705 -0.00173969 0.00144981 -0.0039449 0.00413152 -0.000170919
internal_weight=0 1571.37 7988.63 2800.6 2235.73 508.217 369.858 151.202 218.656 92.1223 5188.03
internal_count=4780 659 4121 1309 929 259 217 86 131 42 2812
is_linear=0
shrinkage=0.06


Tree=235
num_leaves=12
num_cat=0
split_feature=6 38 63 49 97 128 0 96 12 127 40
split_gain=0.113428 0.198192 0.211546 0.134699 0.251632 0.148763 0.216809 0.239131 0.163211 0.372863 0.39497
threshold=0.0022272822679951791 0.0013986918493174019 0.00099512818269431613 0.01693275943398476 0.0010918468469753864 0.05109804309904576 0.011519505176693203 0.00017767510871635753 0.015200819820165636 0.00044738779251929378 0.022641776129603389
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 8 7 -7 -1 10 -10
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 -12
leaf_value=0.00012123063748430256 -0.00067647948752897673 0.0010062697405526253 -0.0050261749761747387 3.7899519011627374e-05 -0.0059790289522955696 0.0028271891451263969 0.004033551737580624 -0.0013197449997985869 -0.00099865030508501131 0.00076837019387621867 -0.006002120418060094
leaf_weight=7623.894725561142 97.286844253540039 90.977446436882019 68.604525089263916 72.16119372844696 38.202386260032654 84.439078569412231 80.882409930229187 122.64146482944489 764.64304888248444 455.00426149368286 61.26221776008606
leaf_count=4173 32 27 29 29 19 19 19 38 248 121 26
internal_value=0 -0.00124355 -0.00247724 3.43247e-05 -0.00204839 5.93507e-05 0.00140132 0.000371756 1.59391e-05 -0.00061071 -0.00137047
internal_weight=0 256.869 165.891 9303.13 110.364 9192.77 287.963 207.081 8904.8 1280.91 825.905
internal_count=4780 88 61 4692 48 4644 76 57 4568 395 274
is_linear=0
shrinkage=0.06


Tree=236
num_leaves=12
num_cat=0
split_feature=97 15 46 14 50 67 117 25 123 82 101
split_gain=0.10281 0.223711 0.121753 0.2924 0.391422 0.539984 0.439687 0.435751 0.318728 0.297813 0.370032
threshold=0.091400381177663817 0.0037758676335215573 0.0016846025246195497 0.002945306478068233 0.0013986918493174019 0.0054799309000372895 0.00017767510871635753 0.022641776129603389 0.00093549740267917525 0.0010918468469753864 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 9 5 8 -6 -8 -5 10 -1
right_child=1 -3 -4 4 6 -7 7 -9 -10 -11 -12
leaf_value=0.00083541029888073524 -0.0050081971862292671 0.00059956726364717122 -0.00013265597946335406 -0.0022667111047810474 0.0028218607638185308 0.0025067696782693346 -0.0021197082721926617 -0.008654749400212193 0.00099674140252314458 -0.00016203623065769212 0.0035350050544073518
leaf_weight=1086.3053082227707 45.773663640022278 57.934519171714783 6276.4261448383331 267.07579302787781 53.2330002784729 255.2660254240036 241.48711383342743 43.24990451335907 180.46404325962067 833.08983612060547 219.69425046443939
leaf_count=517 25 29 3170 113 14 67 135 23 50 539 98
internal_value=0 -0.00187797 2.05864e-05 0.000323051 -0.000501759 0.000305175 -0.00217937 -0.00311503 -0.000950842 0.000724368 0.00128977
internal_weight=0 103.708 9456.29 3179.87 1040.78 702.806 337.97 284.737 447.54 2139.09 1306
internal_count=4780 54 4726 1556 402 230 172 158 163 1154 615
is_linear=0
shrinkage=0.06


Tree=237
num_leaves=12
num_cat=0
split_feature=27 28 105 144 88 123 20 89 81 54 8
split_gain=0.111013 0.404898 0.382803 0.429453 0.341133 0.549753 0.534556 0.32002 0.314948 0.414036 0.39714
threshold=0.0028552538715302949 0.0012357163941487672 0.0022272822679951791 0.00039601318712811922 0.0051502294372767219 0.0011615398107096555 0.00038414125447161501 0.00096484774257987748 0.0048403022810816774 0.011880517937242987 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 5 7 -6 -3 9 -2 -11
right_child=2 4 3 -5 6 -7 -8 -9 -10 10 -12
leaf_value=7.4005638712149776e-06 0.00093900827669423628 -0.00085778892689135193 0.0012746409850491306 -0.00070113045914284582 -0.0073579954454453533 0.0041627546979200198 -0.0012912640285443499 -0.0063244117985909298 -0.00017256137994215931 0.000759449803650958 0.0061529867548566208
leaf_weight=4612.1138452291489 1046.7443673610687 275.2118626832962 501.56151032447815 1881.1113487482071 81.681260824203491 72.390163779258728 145.12632691860199 44.740754127502441 697.17319691181183 84.322049260139465 117.82291662693024
leaf_count=2598 387 173 265 834 45 32 53 27 296 33 37
internal_value=0 -0.000186019 0.000224732 -0.000285187 -0.00162659 -0.000555475 -0.00347838 -0.00162395 0.000849038 0.0014193 0.00390463
internal_weight=0 5231.26 4328.74 2382.67 619.15 392.343 226.808 319.953 1946.06 1248.89 202.145
internal_count=4780 2928 1852 1099 330 232 98 200 753 457 70
is_linear=0
shrinkage=0.06


Tree=238
num_leaves=12
num_cat=0
split_feature=92 66 78 30 74 45 0 34 80 105 138
split_gain=0.113004 0.366608 0.408884 0.539557 0.609124 0.396916 0.39615 0.336141 0.31821 0.396579 0.278125
threshold=0.00017767510871635753 0.0012745757703669371 0.0031340263085439806 0.0095705352723598498 0.00244467705488205 0.0051502294372767219 0.015675474889576439 0.0021592099219560628 0.0036604277556762104 0.0036604277556762104 0.022641776129603389
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 10 -1 -3 9 -7 -4
right_child=-2 7 3 -5 -6 8 -8 -9 -10 -11 -12
leaf_value=-3.0369172266979575e-05 0.00011021271467419831 0.0056919876142468807 -0.0035862334911225769 0.00078648705747817965 -0.0095016781796240825 -0.00093187897490547571 0.0049528390864261246 0.00022586119909134142 -0.0031570702599563048 0.0044464502043939404 0.001899099405860027
leaf_weight=850.18626916408539 7436.1697920560837 64.360946297645569 372.03567826747894 285.4391942024231 39.693235874176025 133.99329233169556 61.491187810897827 108.98467111587524 93.150117635726929 78.012651443481445 36.482566595077515
leaf_count=530 3624 20 230 74 23 78 29 61 71 28 12
internal_value=0 -0.000386018 -0.000621057 -0.00143483 -0.00227644 -0.00187331 0.000306247 0.00225747 -0.000235972 0.00104837 -0.00309602
internal_weight=0 2123.83 1950.48 1038.81 753.368 713.674 911.677 173.346 305.156 212.006 408.518
internal_count=4780 1156 1075 516 442 419 559 81 177 106 242
is_linear=0
shrinkage=0.06


Tree=239
num_leaves=12
num_cat=0
split_feature=79 138 107 26 60 49 40 63 80 1 108
split_gain=0.112879 0.305847 0.449394 0.335348 0.412555 0.678349 0.296234 0.295355 0.445708 0.728395 0.368196
threshold=0.0019672545604407792 0.022641776129603389 0.00046126570669002836 0.00037263428384903824 0.0033348383149132137 0.00077738583786413084 0.013439828064292671 0.00062670491752214741 0.0022272822679951791 0.00017767510871635753 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 -5 -6 -1 8 -2 -10 -11
right_child=7 2 -4 4 5 -7 -8 -9 9 10 -12
leaf_value=-0.00017087442142169637 0.00048561923750929561 0.00096413182018321129 -0.0058346999564817172 -1.0861469509894814e-05 0.0013842048920003726 0.0090370054762701664 -0.0018163735302749871 -6.3695001998136498e-05 0.0086038221322370309 0.0030082099406293127 -0.0038279867537032333
leaf_weight=2702.9205895662308 1064.0697704553604 60.575307607650757 82.714170336723328 493.63405644893646 202.48078811168671 52.429060816764832 460.94730567932129 4234.8729186058044 68.146584987640381 97.286844253540039 39.922205924987793
leaf_count=1598 381 17 43 332 121 19 261 1927 23 32 26
internal_value=0 -0.000240212 -0.00296184 -0.000140461 0.00100149 0.00296114 -0.000410659 0.000176944 0.000979672 0.00353817 0.00101782
internal_weight=0 4055.7 143.289 3912.41 748.544 254.91 3163.87 5504.3 1269.43 205.356 137.209
internal_count=4780 2391 60 2331 472 140 1859 2389 462 81 58
is_linear=0
shrinkage=0.06


Tree=240
num_leaves=12
num_cat=0
split_feature=116 143 71 104 33 35 17 20 16 43 19
split_gain=0.104737 0.311497 0.319392 0.435177 0.381037 0.34348 0.253358 0.341665 0.249315 0.385902 0.400372
threshold=0.0092791137285530585 0.00057154725072905432 0.0033348383149132137 0.0056525857653468856 0.0027679565828293566 0.0042751494329422721 0.0046923852059990176 0.0026833302108570938 0.0020292587578296666 0.0011261500185355546 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -5 7 -3 9 10 -4
right_child=1 2 8 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-9.1430704411617317e-05 0.0035594813622369351 -0.00027671371852529237 0.0034969155147653776 -0.0030994331903391151 0.00032384916006972952 -0.0098371323863334203 -0.0030298412416760838 0.0041996161082476901 0.0057340447647517365 -0.00088552387578360442 0.00035123396684565058
leaf_weight=7888.7367923259735 107.1529107093811 193.88168978691101 240.45929288864136 97.052785634994507 75.600833058357239 37.85638689994812 64.243916988372803 89.715566873550415 36.253596544265747 359.75779342651367 369.28803765773773
leaf_count=3915 37 86 106 60 43 30 34 26 9 240 194
internal_value=0 0.000431438 0.00021693 -0.000933695 -0.0030862 -0.00499596 0.000369492 0.00114035 0.000855734 0.000672742 0.00159213
internal_weight=0 1671.26 1564.11 558.351 210.51 134.909 347.841 283.597 1005.76 969.505 609.747
internal_count=4780 865 828 279 133 90 146 112 549 540 300
is_linear=0
shrinkage=0.06


Tree=241
num_leaves=12
num_cat=0
split_feature=135 67 29 128 88 114 65 8 66 107 93
split_gain=0.109101 0.119789 0.46492 0.353867 0.438043 0.422764 0.416059 0.633754 0.330856 0.332787 0.639629
threshold=0.1067372113466263 0.0014427106943912806 0.018276390619575981 0.012636432424187662 0.00047558375808876013 0.0019071503775194289 0.0041444667149335155 0.0084566329605877417 0.011169348377734424 0.00244467705488205 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -5 9 10 -6
right_child=-2 2 -4 6 8 -7 -8 -9 -10 -11 -12
leaf_value=-4.3551391433642488e-05 -0.0020016487916627995 -0.00014023216262748909 -0.0038311719581435653 -0.0018241622158723732 0.00057438384616379672 -0.0024528722620452445 -0.0063128056684937806 0.0045237105873285168 0.005746817061744694 -5.7957899860980122e-06 0.0031499233904247487
leaf_weight=2332.5640224218369 96.935756325721741 2609.8722432851791 128.82874476909637 343.59759485721588 1534.1962324380875 295.28999495506287 55.410760045051575 67.688644886016846 46.119663000106812 1600.9282885789871 448.56765723228455
leaf_count=1623 74 907 88 137 638 172 27 17 14 891 192
internal_value=0 2.05061e-05 -0.000313988 0.000156742 0.000275615 -0.000314368 -0.00143688 -0.000778597 0.000702739 0.000637667 0.00115719
internal_weight=0 9463.06 2738.7 6724.36 6257.67 2627.85 466.697 411.286 3629.81 3583.69 1982.76
internal_count=4780 4706 995 3711 3530 1795 181 154 1735 1721 830
is_linear=0
shrinkage=0.06


Tree=242
num_leaves=12
num_cat=0
split_feature=57 71 69 132 43 29 79 114 91 30 80
split_gain=0.105853 0.183908 0.142181 0.290224 0.397079 0.434801 0.416743 0.412996 0.481905 0.480905 0.474554
threshold=0.0046923852059990176 0.0048403022810816774 0.0014881226234138014 0.015675474889576439 0.00039601318712811922 0.0023699469165876512 0.0049928687512874612 0.0045489775948226461 0.0079489401541650313 0.0014881226234138014 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4 9 -9 10 -6
right_child=1 -3 3 -5 7 -7 -8 8 -10 -11 -12
leaf_value=0.00013267194511499468 -0.0010373804906271692 0.0036397052831541759 -0.003025169914928569 -0.0035380832338708602 0.0029672387952345901 -0.0027394755093048222 0.0025658847521557735 0.0020083018317607931 -0.0030362173854023683 -0.0026122237889421528 -0.00037452289641959986
leaf_weight=6521.0476071834564 51.050151944160461 74.109983444213867 73.652043342590332 100.49751353263855 178.0471363067627 409.09321427345276 137.3260794878006 565.01675355434418 77.437682032585144 289.89647734165192 1082.8249603509903
leaf_count=3082 32 39 33 43 96 234 44 211 36 179 751
internal_value=0 0.00173272 -2.30233e-05 -0.000371461 -0.00025822 -0.0015987 0.00061355 0.000120818 0.00139989 -0.000409133 9.75635e-05
internal_weight=0 125.16 9434.84 2913.79 2813.29 620.071 210.978 2193.22 642.454 1550.77 1260.87
internal_count=4780 71 4709 1627 1584 311 77 1273 247 1026 847
is_linear=0
shrinkage=0.06


Tree=243
num_leaves=12
num_cat=0
split_feature=6 4 106 77 29 75 127 72 70 63 123
split_gain=0.107861 0.191457 0.222423 0.147865 0.294172 0.187489 0.151111 0.147748 0.219838 0.263254 0.157112
threshold=0.0022272822679951791 0.0021592099219560628 0.0011980500421486797 0.066585760563611998 0.0032328735105693345 0.0072436286136507997 0.00039601318712811922 0.079227816313505187 0.00046126570669002836 0.0014881226234138014 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 5 -5 -6 10 -9 -10 -1
right_child=1 -3 -4 4 6 -7 -8 8 9 -11 -12
leaf_value=-0.00021497526416437913 -0.0022212720742302563 -0.004202903229009014 0.0018078742093303086 0.0017640864176426349 -0.0023686191327586467 -0.0018805636681907059 -0.0082365818843637573 -0.0007148051694622409 0.0040977108599896707 -6.4472417650590999e-08 0.00029672477104730901
leaf_weight=4600.1565169095993 104.17121148109436 59.196398735046387 93.501205563545227 92.468296051025391 37.169476747512817 112.54642832279205 27.532380342483521 129.52583205699921 133.88644015789032 97.515814304351807 4072.3296021223068
leaf_count=2752 29 30 29 31 21 30 19 35 30 35 1739
internal_value=0 -0.00121265 -0.000315492 3.34733e-05 -0.0013506 -0.00023665 -0.00487445 7.48129e-05 0.0012641 0.0023716 2.53038e-05
internal_weight=0 256.869 197.672 9303.13 269.717 205.015 64.7019 9033.41 360.928 231.402 8672.49
internal_count=4780 88 58 4692 101 61 40 4591 100 65 4491
is_linear=0
shrinkage=0.06


Tree=244
num_leaves=12
num_cat=0
split_feature=143 98 54 3 52 145 47 29 127 124 69
split_gain=0.105934 0.358923 0.486531 0.398501 0.332588 0.174134 0.169915 0.153784 0.219003 0.286327 0.253382
threshold=0.035692447796463973 0.00017767510871635753 0.0098710241727530974 0.00082683752407319855 0.0042751494329422721 0.0026833302108570938 0.0014427106943912806 0.010180860292166473 0.0098710241727530974 0.0012745757703669371 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 5 -2 -3 -6 -1 -9 -10 -11
right_child=1 2 -4 -5 6 -7 -8 8 9 10 -12
leaf_value=8.1051523860327805e-05 0.001970656290072044 -0.0024523441442668497 0.007954846088714702 0.0039723606824747576 -0.006676920958164685 0.0018119031915729529 -0.001608762773408292 -0.00079187460425142128 -0.00041700604750180575 0.0060116546950680456 -0.00028159355907154726
leaf_weight=7206.6501836776733 67.113675475120544 93.150117635726929 44.053843975067139 103.82521212100983 37.398446798324585 54.606820583343506 65.505796551704407 1616.7272220849991 172.99452948570251 61.033247709274292 36.94050669670105
leaf_count=3273 25 71 18 40 24 32 35 1098 123 23 18
internal_value=0 0.000882535 0.00214552 0.00112551 -0.00131358 -0.000876238 -0.00345538 -4.52261e-05 -0.000527295 0.00105103 0.00364095
internal_weight=0 465.654 295.636 251.582 170.018 147.757 102.904 9094.35 1887.7 270.968 97.9738
internal_count=4780 245 161 143 84 103 59 4535 1262 164 41
is_linear=0
shrinkage=0.06


Tree=245
num_leaves=12
num_cat=0
split_feature=147 36 7 72 27 32 129 53 68 136 100
split_gain=0.105092 0.349841 0.453662 0.664032 0.549444 0.505675 0.543371 0.577724 0.468497 0.56959 0.474766
threshold=0.00747153488919139 0.0023699469165876512 0.00040826165059115743 0.024066280573606495 0.021960759535431865 0.00099512818269431613 0.000490355829242617 0.00093549740267917525 0.0045489775948226461 0.00038414125447161501 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 8 6 7 -2 -4 10 -10
right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=0.00017791184201531072 0.0052706954653672011 0.00038723272123389194 -0.0018696283831649062 0.0010680600175084821 -0.0058525348870161311 -0.010507419165376741 -0.0064150914236713683 -0.0044423148478854174 0.0022716272099931943 -0.0026006365784460657 -0.0032743166492480596
leaf_weight=5311.0679168701172 48.64342212677002 1885.0547252893448 785.39282560348511 691.79494500160217 85.354958772659302 31.318019032478333 62.636038064956665 40.151175975799561 382.14598047733307 171.50876843929291 64.930827140808105
leaf_count=3228 16 575 349 210 31 22 44 29 145 88 43
internal_value=0 -0.000222429 -0.000708595 -0.000467913 -0.0011814 -0.00357933 -0.00214052 0.000878606 -0.000897017 0.000337969 0.00146561
internal_weight=0 4248.93 2363.88 2181.13 1489.33 182.749 151.431 88.7946 1403.98 618.586 447.077
internal_count=4780 1552 977 866 656 111 89 45 625 276 188
is_linear=0
shrinkage=0.06


Tree=246
num_leaves=12
num_cat=0
split_feature=92 9 113 67 120 1 59 88 15 14 131
split_gain=0.102438 0.265087 0.386953 0.508944 0.370772 0.260632 0.335746 0.438279 0.753332 0.66422 0.509352
threshold=0.00068727668258361529 0.00073092587990686308 0.0020932231564074759 0.00044738779251929378 0.00052132029668428015 0.00017767510871635753 0.031632266007363803 0.00064626874518580746 0.00017767510871635753 0.002945306478068233 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 7 8 -2 10 -9
right_child=5 2 -4 -5 -6 -7 -8 9 -10 -11 -12
leaf_value=0.0002008752037351893 0.0056641004234640096 -0.00051958260104864747 0.00013231039898678153 -0.0058654303728798611 -0.0023471123221506882 -6.4016348192568817e-05 0.005115750850497711 0.0057913391226046673 -0.001447213392910783 -0.00064312438088635578 0.0016143629054381253
leaf_weight=2222.1597416400909 60.229308247566223 128.82874476909637 251.23615097999573 127.56686520576477 226.45649981498718 5205.1718049049377 63.5570068359375 153.27257370948792 482.73508048057556 304.47932839393616 334.30649781227112
leaf_count=1124 28 88 154 87 140 2524 25 51 329 106 124
internal_value=0 -0.000293576 -0.00154128 -0.0031806 -3.48577e-05 0.000131375 0.000858526 0.000655482 -0.00065748 0.0015555 0.00292833
internal_weight=0 2956.25 507.632 256.396 2448.62 6603.75 1398.58 1335.02 542.964 792.058 487.579
internal_count=4780 1593 329 175 1264 3187 663 638 357 281 175
is_linear=0
shrinkage=0.06


Tree=247
num_leaves=12
num_cat=0
split_feature=101 61 36 67 29 25 105 129 23 1 128
split_gain=0.0987345 0.167485 0.259103 0.152518 0.39301 0.452697 0.447288 0.635615 0.593211 0.381225 0.441357
threshold=0.05109804309904576 0.00075379351619631063 0.0030382014811038975 0.0014427106943912806 0.018276390619575981 0.0045489775948226461 0.0022272822679951791 0.0063990866765379914 0.0072436286136507997 0.0010585968848317864 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 9 8 -8 -7 -5 -11
right_child=1 -3 -4 4 -6 6 7 -9 -10 10 -12
leaf_value=0.00019133941174455667 -0.0010651614519057173 -0.0022583921906491316 0.0050766564139344376 -0.00011380889835820719 -0.0035935057153524798 0.00035700416667087465 -0.0028331245365941526 0.00093704660191697012 0.0037039045343246805 0.0015474232304375413 -0.0035957024759673828
leaf_weight=6549.7604500055313 90.168418407440186 176.32222807407379 33.958807468414307 448.91365659236908 127.56686520576477 839.79611897468567 310.32569754123688 334.31158638000488 246.54480922222137 73.423073291778564 328.9078916311264
leaf_count=3598 63 120 10 181 87 223 136 93 77 30 162
internal_value=0 -0.00107029 0.000617855 3.47108e-05 -0.000343865 -0.000183194 0.000373917 -0.000878056 0.00111685 -0.00131597 -0.00265696
internal_weight=0 300.449 124.127 9259.55 2709.79 2582.22 1730.98 644.637 1086.34 851.245 402.331
internal_count=4780 193 73 4587 989 902 529 229 300 373 192
is_linear=0
shrinkage=0.06


Tree=248
num_leaves=12
num_cat=0
split_feature=38 80 65 44 17 45 21 70 53 105 146
split_gain=0.104793 0.322386 0.335264 0.308375 0.276043 0.204308 0.139465 0.327021 0.376005 0.357775 0.3552
threshold=0.0084566329605877417 0.0019672545604407792 0.011169348377734424 0.00057154725072905432 0.0010585968848317864 0.0031340263085439806 0.000490355829242617 0.0084566329605877417 0.0028552538715302949 0.007706565549597145 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 5 -2 -5 -3 7 8 10 -10 -1
right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.00032627924962066286 0.0017623184183733493 0.0028999681964981538 0.0055850722684659604 -0.0067976851945854427 6.9512843745041534e-05 -0.0027244888361684892 0.00012508277305208629 -0.0035591444056015326 -0.0018808890274336955 0.0021767807668060827 0.0013862979112208465
leaf_weight=1561.8558192253113 81.340350031852722 51.167181253433228 83.060169696807861 42.674935102462769 41.530084848403931 42.445965051651001 6185.8811956644058 111.50843024253845 665.25985419750214 88.565628051757812 604.7099894285202
leaf_count=581 25 18 32 31 16 28 3304 63 406 42 234
internal_value=0 0.00103079 0.00281271 -0.000871457 -0.0034147 0.000349547 -3.83082e-05 -0.000371662 -0.000249838 -0.00140394 0.00015176
internal_weight=0 342.219 176.673 165.545 84.205 93.6131 9217.78 3031.9 2920.39 753.825 2166.57
internal_count=4780 150 78 72 47 46 4630 1326 1263 448 815
is_linear=0
shrinkage=0.06


Tree=249
num_leaves=12
num_cat=0
split_feature=108 140 50 133 56 140 40 141 43 80 67
split_gain=0.101314 0.239787 0.46406 0.382029 0.36883 0.517177 0.365665 0.458127 0.349988 0.259675 0.257941
threshold=0.00093549740267917525 0.00060774214216507982 0.00087947337306104611 0.0087224207818508166 0.00080172589514404546 0.0015833032084628942 0.0084566329605877417 0.022641776129603389 0.0012745757703669371 0.0022272822679951791 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 6 5 -3 7 8 -4 -7 -1
right_child=-2 2 3 -5 -6 9 -8 -9 -10 -11 -12
leaf_value=0.0021045007733452763 0.00010305600627091869 -0.010238442471503113 -0.0021479208127663969 -0.0023111493935785319 0.0002261993092870896 -0.0013203798889569623 0.0023417681622790328 0.0054061187888750804 0.00150101020569414 -0.0066378514699233192 -0.00025265233537043056
leaf_weight=236.79068350791931 7477.4200211763382 42.674935102462769 318.92988443374634 243.78190290927887 90.748476386070251 117.13091790676117 241.60923171043396 43.020934462547302 134.45123243331909 46.002633690834045 567.43874907493591
leaf_count=89 3947 31 140 134 24 59 90 20 84 28 134
internal_value=0 -0.000370127 -0.000880756 -0.000252361 -0.00296036 -0.00436485 0.000427924 -0.000503868 -0.00106573 -0.00282302 0.000441544
internal_weight=0 2082.58 1278.35 981.793 296.557 205.808 738.011 496.402 453.381 163.134 804.229
internal_count=4780 833 610 468 142 118 334 244 224 87 223
is_linear=0
shrinkage=0.06


Tree=250
num_leaves=12
num_cat=0
split_feature=110 117 88 123 123 26 126 27 90 114 65
split_gain=0.101724 0.140545 0.161067 0.111766 0.311454 0.36843 0.650862 0.411556 0.331453 0.303824 0.341846
threshold=0.13479631394147876 0.022641776129603389 0.00017767510871635753 0.0019672545604407792 0.00082683752407319855 0.00066645268816500913 0.00062670491752214741 0.0032328735105693345 0.00068727668258361529 0.0016846025246195497 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 9 7 -7 -8 -6 -11
right_child=1 -3 -4 -5 5 6 8 -9 -10 10 -12
leaf_value=-6.0734837892003357e-05 -0.00040909267490688738 0.0013930872839242967 -0.005659636050226507 -0.00039660494501923051 -0.0016341779247293551 0.010062863676321851 -0.0034354012205421213 0.0029738220101078587 0.0039672561359963025 0.0018975659828443878 -0.00032471658609970139
leaf_weight=6169.5683478116989 41.413055539131165 36.136567234992981 42.674935102462769 1846.3689560890198 197.08727049827576 53.461970329284668 56.097670197486877 65.85179591178894 35.449657082557678 577.86960780620575 438.01976919174194
leaf_count=3432 30 23 31 705 128 17 36 24 14 193 147
internal_value=0 -0.00173358 -0.00307732 2.20647e-05 0.00012387 0.00092372 0.00323798 0.00615604 -0.000567686 0.00052118 0.000939449
internal_weight=0 120.225 84.088 9439.78 7593.41 1423.84 210.861 119.314 91.5473 1212.98 1015.89
internal_count=4780 84 61 4696 3991 559 91 41 50 468 340
is_linear=0
shrinkage=0.06


Tree=251
num_leaves=12
num_cat=0
split_feature=114 95 138 72 52 23 10 19 124 96 133
split_gain=0.102274 0.322179 0.308311 0.505829 0.483421 0.413821 1.16102 0.445996 0.396202 0.365841 0.517906
threshold=0.0021592099219560628 0.072653736919164671 0.00082683752407319855 0.0012357163941487672 0.0046923852059990176 0.00899649551138282 0.0020292587578296666 0.00017767510871635753 0.0045489775948226461 0.0018488886416889729 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 7 -7 -5 -4 -8 -11
right_child=1 -3 3 5 -6 6 9 -9 -10 10 -12
leaf_value=0.00019817052684044335 -0.00096613480489846928 -0.004748499577290172 -0.0057967470339345102 0.0016140288213364177 -0.0079528937533662677 0.0052662995596209489 0.0020105951307483718 -0.00044543689125329497 0.00026760586944369187 -0.0024945322146830667 0.0022050811275177761
leaf_weight=4732.7505460977554 1216.2890803813934 55.181789994239807 51.050151944160461 467.5111163854599 46.460573792457581 217.17557990550995 240.57632219791412 1987.4959399700165 160.385910987854 260.30336654186249 124.81922459602356
leaf_count=2967 558 24 32 114 34 65 92 659 51 133 51
internal_value=0 -0.00019434 -0.00014158 0.000140487 -0.00241805 0.000340633 0.00148761 -5.31996e-05 -0.00119865 0.000175416 -0.000971198
internal_weight=0 4827.25 4772.07 3555.78 257.897 3297.88 842.874 2455.01 211.436 625.699 385.123
internal_count=4780 1813 1789 1231 117 1114 341 773 83 276 184
is_linear=0
shrinkage=0.06


Tree=252
num_leaves=12
num_cat=0
split_feature=116 128 149 131 59 98 1 34 22 35 67
split_gain=0.106145 0.308096 0.366577 0.326855 0.355695 0.462929 0.576584 0.464804 0.340082 0.301552 0.301535
threshold=0.0092791137285530585 0.0098710241727530974 0.0026012937305495147 0.0027679565828293566 0.0084566329605877417 0.0013986918493174019 0.00082683752407319855 0.015200819820165636 0.0017376682371832433 0.002945306478068233 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 9 -5 -6
right_child=1 -3 -4 8 10 6 7 -9 -10 -11 -12
leaf_value=-9.2052910850997036e-05 0.001459571866415154 -0.0020255828701257034 -0.00072716391294550019 0.0011211955258298633 -0.001772884942062577 0.010291279187564376 0.0056840846339058322 -0.0014974473925909188 0.0045257810767487857 -0.0025008831167105763 0.0045722934148171171
leaf_weight=7888.7367923259735 318.92988443374634 165.08742988109589 451.18809139728546 157.3991231918335 123.09431636333466 56.214699506759644 90.17350697517395 50.592211842536926 49.905301690101624 174.26149761676788 34.416747570037842
leaf_count=3915 140 66 304 74 75 22 32 26 17 93 16
internal_value=0 0.000434318 0.000704057 0.00131616 0.00211103 0.00287283 0.00515913 0.00310376 -8.68754e-05 -0.000782101 -0.000384419
internal_weight=0 1671.26 1506.18 1054.99 673.421 515.91 196.98 140.766 381.566 331.661 157.511
internal_count=4780 865 799 495 311 220 80 58 184 167 91
is_linear=0
shrinkage=0.06


Tree=253
num_leaves=12
num_cat=0
split_feature=145 94 99 125 8 21 71 135 47 102 75
split_gain=0.099694 0.316692 0.256279 0.247696 0.323651 0.325197 0.257871 0.31737 0.254786 0.34438 0.669008
threshold=0.00044738779251929378 0.015200819820165636 0.057509137317538268 0.027182282879948619 0.0095705352723598498 0.00040826165059115743 0.00099512818269431613 0.00050559637020342063 0.0023699469165876512 0.00062670491752214741 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 6 -6 -5 -8 9 -2 -11
right_child=2 -3 -4 4 5 -7 7 -9 -10 10 -12
leaf_value=-0.00060796385958480405 -0.00069772591041194077 0.0037537035694868975 -0.0018559262819246088 -0.0028866628643293211 0.00012927932967209192 -0.0069659446201680731 0.0016815084163488581 -0.0023716177967267869 -1.3560122725161516e-05 0.0031284700668669993 0.00048321142006797985
leaf_weight=1516.5146528482437 477.80968010425568 62.295127272605896 237.23844647407532 111.97145891189575 37.973416209220886 59.883308887481689 228.18649661540985 99.922544121742249 4808.0613540410995 449.25456738471985 1470.8885499238968
leaf_count=717 280 24 157 38 16 39 85 51 2680 201 492
internal_value=0 -0.000435639 8.61613e-05 0.000145681 -0.00109617 -0.00421531 -0.000401794 0.00044682 0.000238401 0.000743579 0.00110225
internal_weight=0 1578.81 7981.19 7743.95 537.937 97.8567 440.08 328.109 7206.01 2397.95 1920.14
internal_count=4780 741 4039 3882 229 55 174 136 3653 973 693
is_linear=0
shrinkage=0.06


Tree=254
num_leaves=12
num_cat=0
split_feature=111 133 7 74 34 26 142 18 79 143 78
split_gain=0.10246 0.103954 0.434184 0.539566 0.357539 0.483061 0.464552 0.300177 0.299361 0.419975 0.404775
threshold=0.021960759535431865 0.0070226341485977182 0.0072436286136507997 0.0036604277556762104 0.0025217677466571335 0.00037263428384903824 0.0062037324532866487 0.0066005610860884198 0.00899649551138282 0.0025217677466571335 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 7 -6 9 10 -3
right_child=-2 2 -4 -5 6 -7 -8 -9 -10 -11 -12
leaf_value=0.00012464778973797475 0.0026281578765604886 0.00037898065229670559 -0.0017521601748135762 -0.0069277619522780881 0.00081946112877666886 0.0027808836311455456 -0.00072750907370689399 0.0032363751755461649 0.0017176000045280334 -0.0010950993558165212 -0.0067419856656535677
leaf_weight=6366.4927996397018 53.004030227661133 38.660326361656189 597.70859289169312 39.23529577255249 976.16560971736908 100.95545363426208 635.31565546989441 228.18649661540985 78.241621494293213 334.29632067680359 111.73740029335022
leaf_count=3154 11 25 251 17 503 49 402 85 31 186 66
internal_value=0 -1.46995e-05 -0.000297182 4.48801e-05 0.000154426 -0.00103907 0.000585162 0.00127762 -0.0017245 -0.00228038 -0.00491248
internal_weight=0 9507 3140.5 2542.79 2503.56 663.891 1839.67 1204.35 562.936 484.694 150.398
internal_count=4780 4769 1615 1364 1347 357 990 588 308 277 91
is_linear=0
shrinkage=0.06


Tree=255
num_leaves=12
num_cat=0
split_feature=79 83 70 148 133 84 150 60 110 141 20
split_gain=0.0986038 0.330337 0.292047 0.342098 0.331715 0.620722 0.562926 0.449933 0.545594 0.419694 0.395599
threshold=0.0019672545604407792 0.00040826165059115743 0.0010918468469753864 0.00087947337306104611 0.0018488886416889729 0.000490355829242617 0.0015349716995842757 0.0033348383149132137 0.00017767510871635753 0.0013986918493174019 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 7 8 9 -6 -8
right_child=2 -3 3 4 6 -7 10 -9 -10 -11 -12
leaf_value=0.0020617164925906409 0.00061683413959496875 -0.00035274772912612925 -0.0046556185163921706 0.0045975564660857698 0.004620228498221076 -0.00013171172589814518 0.0017955059202357801 -0.0045944734833532905 -0.003216397962318358 -0.00082951169354222073 -0.00039289583060465638
leaf_weight=215.33873093128204 2662.861007809639 3840.3625476360321 62.17809796333313 142.37359774112701 77.783681392669678 334.41843855381012 384.31865167617798 174.83646702766418 205.69654595851898 146.61717653274536 1313.2146595716476
leaf_count=72 1011 2319 38 48 25 141 189 85 101 57 694
internal_value=0 -0.000224503 0.000165383 -0.000257702 -0.000159147 0.00128115 -0.000457445 -0.00202886 -0.000985098 0.00106074 0.000102631
internal_weight=0 4055.7 5504.3 2841.44 2779.26 476.792 2302.47 604.934 430.097 224.401 1697.53
internal_count=4780 2391 2389 1378 1340 189 1151 268 183 82 883
is_linear=0
shrinkage=0.06


Tree=256
num_leaves=12
num_cat=0
split_feature=124 39 78 145 39 77 53 104 72 45 74
split_gain=0.0954515 0.307661 0.289904 0.176672 0.227329 0.15007 0.31385 0.183065 0.143839 0.231119 0.167289
threshold=0.051876978948712356 0.00017767510871635753 0.0022272822679951791 0.0020932231564074759 0.0012745757703669371 0.066585760563611998 0.00017767510871635753 0.002945306478068233 0.079227816313505187 0.00082683752407319855 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 8 -7 -8 10 -10 -1
right_child=1 2 3 -5 -6 6 7 -9 9 -11 -12
leaf_value=0.00011449013925003291 0.0018196648770363697 -0.005069919934040502 0.00055872067569363013 0.00053309260878523521 -0.0036414500050217908 0.0019111523422248602 -0.0040659968236254895 0.00013904089127284575 -0.0014160769820179893 0.0022613900422049334 -0.00093787064947941528
leaf_weight=7828.7975091934204 129.75480210781097 69.062465190887451 73.998042702674866 177.36531472206116 124.13231444358826 72.507193088531494 121.72049605846405 53.690940380096436 82.373259544372559 242.30123043060303 584.29603493213654
leaf_count=4217 38 35 22 56 42 18 57 20 23 68 184
internal_value=0 -0.000749872 -0.00150009 -0.000842343 -0.00207327 4.79134e-05 -0.00140747 -0.00277955 8.9223e-05 0.00132823 4.13926e-05
internal_weight=0 574.313 444.558 375.496 198.13 8985.69 247.919 175.411 8737.77 324.674 8413.09
internal_count=4780 193 155 120 64 4587 95 77 4492 91 4401
is_linear=0
shrinkage=0.06


Tree=257
num_leaves=12
num_cat=0
split_feature=27 81 54 125 1 46 63 9 133 113 61
split_gain=0.104115 0.284361 0.467994 0.387765 0.613507 0.535019 0.279821 0.526093 0.501978 0.498753 0.384658
threshold=0.0028552538715302949 0.0048403022810816774 0.0072436286136507997 0.0010585968848317864 0.00039601318712811922 0.01884530205279589 0.0046923852059990176 0.0053125319536775359 0.013860232196748258 0.0019071503775194289 0.010500331409275534
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 9 10 -3 -8
right_child=1 6 3 4 5 -7 8 -9 -10 -11 -12
leaf_value=-0.00018014057652260485 0.00022733506857484747 -0.0021653242947930183 -0.00037758105886491629 0.0080924308542038494 -2.350251120575519e-05 0.0054338315614659224 -0.0011491058153981018 0.0055653159012174734 0.0019423794001806308 0.00065875719901152411 0.0034798342521824227
leaf_weight=5231.2642135620117 1659.1324863433838 683.74537324905396 136.176140666008 77.783681392669678 169.67700803279877 104.40018153190613 595.86665534973145 42.562994360923767 451.43741571903229 335.56328880786896 72.390163779258728
leaf_count=2928 675 322 60 25 64 32 289 14 183 156 32
internal_value=0 0.000217645 0.000707811 0.00234086 0.00339275 0.0020565 -0.000264803 -0.000962543 0.000396932 -0.00123564 -0.000647222
internal_weight=0 4328.74 2147.17 488.037 351.861 274.077 2181.57 1061.87 1119.69 1019.31 668.257
internal_count=4780 1852 856 181 121 96 996 492 504 478 321
is_linear=0
shrinkage=0.06


Tree=258
num_leaves=12
num_cat=0
split_feature=49 118 142 81 54 106 28 105 10 33 99
split_gain=0.10032 0.106296 0.351155 0.492011 0.31147 0.289204 0.280724 0.306057 0.257935 0.237248 0.245227
threshold=0.041476719081401832 0.01884530205279589 0.0014427106943912806 0.0018488886416889729 0.00087947337306104611 0.0019071503775194289 0.004017772153019906 0.0013146653072908523 0.0020292587578296666 0.00017767510871635753 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 7 8 -6 -9 -11
right_child=-2 2 4 -5 6 -7 -8 9 -10 10 -12
leaf_value=-4.8207779544952184e-05 -0.0024698785304614118 -0.0061273384968423671 0.0015708889281341354 0.00024523478602322848 -0.00031490167216042484 0.0059012153976555192 -0.0039693270935669024 0.0024994632097694799 0.005301379087757449 0.0017426342455103474 -0.0035695963392738755
leaf_weight=8636.8176690340042 58.738458633422852 57.934519171714783 163.36761021614075 175.52846574783325 46.348633050918579 84.093079209327698 48.068452715873718 65.622825860977173 80.536410570144653 46.119663000106812 96.823815584182739
leaf_count=4412 24 29 59 63 17 30 24 21 30 14 57
internal_value=0 1.52857e-05 0.000649594 -0.00133808 0.00138513 0.00304423 0.000314108 0.000928902 0.00325123 -0.000484808 -0.00185562
internal_weight=0 9501.26 864.443 233.463 630.98 247.461 383.52 335.451 126.885 208.566 142.943
internal_count=4780 4756 344 92 252 89 163 139 47 92 71
is_linear=0
shrinkage=0.06


Tree=259
num_leaves=12
num_cat=0
split_feature=19 135 12 37 87 77 83 135 56 25 8
split_gain=0.0941551 0.409811 0.744774 0.318238 0.254795 0.214242 0.24619 0.187999 0.162099 0.232552 0.155555
threshold=0.02636832278221846 0.0015833032084628942 0.0022272822679951791 0.02129978779703379 0.0011615398107096555 0.016164712607860569 0.0032328735105693345 0.035692447796463973 0.0014427106943912806 0.0045489775948226461 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 5 -4 6 10 -1 9 -8 -2
right_child=1 2 4 -5 -6 -7 8 -9 -10 -11 -12
leaf_value=9.438785570909137e-05 -0.0030251459135966557 -0.0011094431531989324 0.0079422049277886649 0.0028127488177393822 0.0021341690400205194 0.0021836399190237788 -0.001511534359766645 -0.0019582363533874685 0.0016955036465588656 -0.0061092223543813039 -0.0079717405505349871
leaf_weight=8616.3172166347504 48.068452715873718 199.4940003156662 54.723849892616272 49.330332279205322 54.148880481719971 35.449657082557678 205.69145739078522 163.58640313148499 40.268205285072327 48.984332919120789 43.936814665794373
leaf_count=4190 24 144 18 25 26 14 132 124 15 36 32
internal_value=0 -0.000631671 0.00106903 -0.0017434 0.00505813 -0.00227604 -0.00268506 5.61217e-05 -0.00183865 -0.0023979 -0.00539347
internal_weight=0 780.096 308.367 471.729 108.873 422.399 386.949 8779.9 294.944 254.676 92.0053
internal_count=4780 466 188 278 44 253 239 4314 183 168 56
is_linear=0
shrinkage=0.06


Tree=260
num_leaves=12
num_cat=0
split_feature=111 137 54 94 7 86 44 106 142 140 3
split_gain=0.0904329 0.107615 0.258268 0.403299 0.422448 0.330495 0.291561 0.300942 0.267127 0.262 0.387233
threshold=0.021960759535431865 0.0016846025246195497 0.0072436286136507997 0.0022272822679951791 0.0037758676335215573 0.0058306583669036635 0.0060143163427710542 0.0054799309000372895 0.00096484774257987748 0.0068083447404205808 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -5 -4 -10 -11
right_child=-2 2 8 6 5 -7 -8 -9 9 10 -12
leaf_value=7.5201186634237769e-05 0.0024691033466983756 -0.00023625272903834665 0.00050198946785996713 0.00063812108156442423 -0.0071173742216500777 -0.0011964019678988567 -0.0016476027940906205 0.003958274093098498 -0.00059039060484183394 -0.0015427042673668912 -0.0080286754218190821
leaf_weight=7959.722604393959 53.004030227661133 265.69688415527344 105.43309104442596 545.97661936283112 72.390163779258728 63.903006196022034 155.67421495914459 119.77170634269714 85.812898874282837 65.159797191619873 67.454586267471313
leaf_count=4115 11 126 30 179 32 14 98 47 37 46 45
internal_value=0 -1.38025e-05 -0.000471645 -7.27529e-05 -0.00162975 -0.00434415 0.000689323 0.00123594 -0.00197801 -0.00317476 -0.00484537
internal_weight=0 9507 1547.27 1223.41 401.99 136.293 821.423 665.748 323.86 218.427 132.614
internal_count=4780 4769 654 496 172 46 324 226 158 128 91
is_linear=0
shrinkage=0.06


Tree=261
num_leaves=12
num_cat=0
split_feature=82 124 135 11 93 117 95 33 149 129 131
split_gain=0.0944342 0.245951 0.30517 0.345613 0.310553 0.397862 0.278198 0.546698 0.502103 0.621658 0.305272
threshold=0.0020292587578296666 0.051876978948712356 0.0079489401541650313 0.064669914543628707 0.0048403022810816774 0.0095705352723598498 0.00899649551138282 0.0036604277556762104 0.0016331639490090313 0.00077738583786413084 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -4 -6 -2 8 10 -10 -8
right_child=1 -3 4 -5 5 -7 7 -9 9 -11 -12
leaf_value=0.00012387146434370716 -0.00083294225401813924 -0.0038834770282047976 -0.0006212950945166662 0.004114091090584319 0.0063999365102371739 0.0008122725772888496 0.0017858350651191316 -0.0022866738570328188 0.00057101689896937294 0.0092176738612298366 -0.0040280492302221752
leaf_weight=6677.7750859260559 2007.9404181241989 66.767676115036011 141.21857035160065 58.738458633422852 77.437682032585144 112.42431044578552 118.16382741928101 134.10523307323456 54.835790634155273 65.85179591178894 44.740754127502441
leaf_count=3054 1222 36 95 24 36 75 57 95 35 24 27
internal_value=0 -0.00028705 -0.000201627 -0.000429679 0.00150926 0.00309344 -0.000539875 0.00086881 0.00236126 0.00529269 0.000187595
internal_weight=0 2882.22 2815.46 2484.38 331.081 189.862 2425.64 417.697 283.592 120.688 162.905
internal_count=4780 1726 1690 1484 206 111 1460 238 143 59 84
is_linear=0
shrinkage=0.06


Tree=262
num_leaves=12
num_cat=0
split_feature=55 39 97 42 55 6 24 71 129 147 99
split_gain=0.0907799 0.171099 0.119398 0.177525 0.156227 0.165066 0.201709 0.304473 0.155732 0.282779 0.337158
threshold=0.010829726699739696 0.00017767510871635753 0.091400381177663817 0.0045489775948226461 0.0048403022810816774 0.0014427106943912806 0.002945306478068233 0.00099512818269431613 0.007706565549597145 0.0062037324532866487 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 8 7 -7 9 -1 -11
right_child=1 -3 3 -5 -6 6 -8 -9 -10 10 -12
leaf_value=0.00017177089152288226 0.0012691563663358009 -0.0029009922569375388 -0.0041571059652528381 0.0010574254167721655 0.001442839674407117 -0.00056248816050933866 0.0013731252547078401 -0.006108817554542627 0.00049022162519365064 -6.4987819253514196e-05 -0.0015887128862945665
leaf_weight=4510.6495658159256 54.494879841804504 100.84351289272308 58.392459273338318 39.23529577255249 279.35876643657684 86.158898234367371 55.985729455947876 60.687248349189758 2115.179834485054 1343.1843011379242 855.82911109924316
leaf_count=2853 15 32 35 17 72 26 19 34 732 543 402
internal_value=0 -0.00143817 2.37595e-05 -0.00206252 4.56658e-05 2.41517e-06 -0.00168946 -0.00285722 4.13202e-05 -0.000100198 -0.000658048
internal_weight=0 155.338 9404.66 97.6278 9307.03 9027.67 202.832 146.846 8824.84 6709.66 2199.01
internal_count=4780 47 4733 52 4681 4609 79 60 4530 3798 945
is_linear=0
shrinkage=0.06


Tree=263
num_leaves=12
num_cat=0
split_feature=118 81 98 9 108 125 125 3 67 29 96
split_gain=0.0976407 0.390108 0.439382 0.318464 0.2599 0.245858 0.24161 0.274091 0.279761 0.235789 0.235691
threshold=0.01884530205279589 0.0018488886416889729 0.0051502294372767219 0.0010263677686452868 0.0068083447404205808 0.086341444402933135 0.0098710241727530974 0.00044738779251929378 0.0014427106943912806 0.0068083447404205808 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 10 3 4 6 -1 -3 -8 -9 -6 -2
right_child=1 2 -4 -5 9 -7 7 8 -10 -11 -12
leaf_value=-3.3809368594366754e-05 -0.0043845619147729123 0.0056709518320999979 -0.0028323194850604838 -0.002384003099436499 -0.0033037872637495494 -0.0038774335742728203 0.0051162464204060967 -0.0017063949128755132 0.0026031757158034101 0.0022007307478617648 -3.7065623069638037e-05
leaf_weight=8635.3268194198608 76.404772520065308 93.272235512733459 82.368170976638794 57.934519171714783 50.592211842536926 60.229308247566223 86.616838335990906 80.536410570144653 165.55045855045319 62.524097323417664 108.64376032352448
leaf_count=4408 38 26 54 29 26 28 32 30 41 27 41
internal_value=0 0.000608107 0.00127331 0.00184011 0.00229443 -6.04763e-05 0.00297316 0.00221537 0.00119267 -0.000261954 -0.0018335
internal_weight=0 864.443 679.395 597.027 539.092 8695.56 425.976 332.704 246.087 113.116 185.049
internal_count=4780 344 265 211 182 4436 129 103 71 53 79
is_linear=0
shrinkage=0.06


Tree=264
num_leaves=12
num_cat=0
split_feature=96 37 46 105 53 144 71 78 24 124 108
split_gain=0.0915981 0.313858 0.249337 0.22242 0.165697 0.226687 0.188976 0.235461 0.125922 0.166318 0.136202
threshold=0.011169348377734424 0.007706565549597145 0.023343417793512348 0.0068083447404205808 0.00017767510871635753 0.00060774214216507982 0.0068083447404205808 0.0042751494329422721 0.019431582652032379 0.0022272822679951791 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -3 -2 6 -6 -8 10 -10 -1
right_child=1 3 -4 -5 5 -7 7 -9 9 -11 -12
leaf_value=-0.0002728348938960408 0.0012636691254445194 -0.00051873961891898794 0.0021583261910739023 0.0048483537980140989 -0.0023443772562350283 -0.0030035477419391977 -0.001099718230474009 0.003574224699763877 -0.00074268931297141012 -0.0059924468935005758 0.00024606044648260109
leaf_weight=2622.9235361814499 71.932223677635193 51.85409140586853 77.208711981773376 59.771368145942688 126.87995505332947 281.18034970760345 98.197635889053345 64.014946937561035 123.55225646495819 26.270500779151917 5956.2140265703201
leaf_count=1078 26 27 33 22 78 158 75 31 81 18 3153
internal_value=0 -0.000601893 -0.00106125 0.00235691 -0.0014486 -0.00179087 -0.000610761 0.000745854 5.72916e-05 -0.00166659 8.74158e-05
internal_weight=0 831.039 719.414 111.625 642.205 570.273 289.093 162.213 8728.96 149.823 8579.14
internal_count=4780 450 401 49 368 342 184 106 4330 99 4231
is_linear=0
shrinkage=0.06


Tree=265
num_leaves=12
num_cat=0
split_feature=27 42 131 27 38 86 149 30 76 65 109
split_gain=0.0948819 0.333269 0.376352 0.251108 0.251556 0.232673 0.387558 0.395807 0.245694 0.230526 0.465551
threshold=0.0028552538715302949 0.032603342086076743 0.0013146653072908523 0.0026012937305495147 0.00085274505545385193 0.0026833302108570938 0.00070876078098081063 0.00044738779251929378 0.0003614811430452392 0.021960759535431865 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 9 -7 -8 -9 -1 -11
right_child=1 2 -4 4 -6 6 7 8 -10 10 -12
leaf_value=-0.00028182823527968221 0.00013275828297365318 0.0074427992982628284 -0.00053883198467612485 -0.0034190605800739535 0.00051883150974974196 -0.0026039925518546126 -0.0015045191133932249 0.0068851302431690341 0.0021357611417091053 -0.00071336962647421077 0.0042511830257584548
leaf_weight=4427.7471339702606 4242.6935203075409 47.839482665061951 38.202386260032654 163.24549233913422 90.860417127609253 60.804277658462524 56.097670197486877 73.769072651863098 83.86410915851593 151.89366483688354 122.98237562179565
leaf_count=2559 1812 21 19 104 41 20 36 19 27 64 58
internal_value=0 0.000207777 0.00390246 -0.000171961 -0.00201134 -7.80135e-05 0.00161953 0.00282174 0.00436132 -0.000177147 0.00150856
internal_weight=0 4328.74 86.0419 5231.26 254.106 4977.16 274.535 213.731 157.633 4702.62 274.876
internal_count=4780 1852 40 2928 145 2783 102 82 46 2681 122
is_linear=0
shrinkage=0.06


Tree=266
num_leaves=12
num_cat=0
split_feature=48 108 0 115 148 3 133 77 47 75 128
split_gain=0.088704 0.136258 0.092708 0.168128 0.465006 0.234892 0.208543 0.25677 0.155078 0.458908 0.744695
threshold=0.0095705352723598498 0.0051502294372767219 0.00017767510871635753 0.0016846025246195497 0.0016331639490090313 0.0015833032084628942 0.0062037324532866487 0.001792412775103003 0.0032328735105693345 0.0020932231564074759 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 -1 -8 9 10 -4
right_child=1 -3 8 4 5 -7 7 -9 -10 -11 -12
leaf_value=-0.00055210233499638519 -0.0044665740032477095 0.00046200090607780974 -0.0004119144407588084 -0.0048689249448849023 -0.0027527860883379725 0.0023596510388940962 -0.00025067341215645304 0.0068909707633132491 -0.00017727927743645859 -0.00010774015025010426 0.0023785121364480583
leaf_weight=347.36287927627563 39.922205924987793 40.726145386695862 591.83169233798981 107.49382150173187 52.312031507492065 84.439078569412231 40.151175975799561 32.92589795589447 4513.570209980011 2886.2391333580017 823.02533102035522
leaf_count=264 26 21 407 57 33 19 29 12 2534 1033 345
internal_value=0 -0.00198023 1.68603e-05 -0.000666392 -0.00191804 0.000403384 6.10062e-05 0.00297211 6.83891e-05 0.000326192 0.00121134
internal_weight=0 80.6484 9479.35 664.685 244.245 136.751 420.44 73.0771 8814.67 4301.1 1414.86
internal_count=4780 47 4733 414 109 52 305 41 4319 1785 752
is_linear=0
shrinkage=0.06


Tree=267
num_leaves=12
num_cat=0
split_feature=145 39 79 1 0 63 145 99 73 107 6
split_gain=0.0898314 0.287825 0.617885 0.300503 0.259138 0.282588 0.245403 0.213788 0.400782 0.493377 0.459922
threshold=0.00044738779251929378 0.00052132029668428015 0.0026012937305495147 0.022641776129603389 0.0026833302108570938 0.0042751494329422721 0.00017767510871635753 0.023343417793512348 0.0014427106943912806 0.00046126570669002836 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -3 -1 -2 9 -9 -10
right_child=7 3 -4 -5 -6 -7 -8 8 10 -11 -12
leaf_value=-0.0011597198798677763 0.00016674227495223573 -0.00132326351582678 0.0047982279613560446 0.0023088351824683204 -0.0022709909166150062 0.0014761653471547173 0.0030669958990114442 0.0059596897004655144 -0.0040128025870656298 -0.00065532588120853171 0.00352576648667389
leaf_weight=274.17895317077637 7425.601549744606 379.38816273212433 109.21872973442078 94.992055177688599 463.59318268299103 197.20938837528229 60.229308247566223 47.610512614250183 202.13478875160217 271.88416409492493 33.958807468414307
leaf_count=175 3703 171 33 33 218 83 28 18 132 176 10
internal_value=0 -0.000413522 0.000882252 -0.000919941 -0.00121499 -0.000365706 -0.000397769 8.17957e-05 -0.00105337 0.000331988 -0.00292745
internal_weight=0 1578.81 443.627 1135.18 1040.19 576.598 334.408 7981.19 555.588 319.495 236.094
internal_count=4780 741 236 505 472 254 203 4039 336 194 142
is_linear=0
shrinkage=0.06


Tree=268
num_leaves=12
num_cat=0
split_feature=31 85 56 97 52 114 49 52 109 114 126
split_gain=0.0900822 0.376671 0.352965 0.335107 0.447639 0.336534 0.585577 0.526891 0.432404 0.365249 0.390812
threshold=0.00070876078098081063 0.011519505176693203 0.0017376682371832433 0.0014427106943912806 0.00080172589514404546 0.0066005610860884198 0.00040826165059115743 0.00047558375808876013 0.0017376682371832433 0.0028552538715302949 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 7 -7 8 -2 -9 -11
right_child=1 2 -4 4 -6 6 -8 9 -10 10 -12
leaf_value=0.00014654258080474378 0.0071262846031415758 0.00033453392095423749 0.0037747560875218689 -0.0043174208895328412 -0.00084184305609863474 0.0032409060770569689 -0.0011011675979485343 -0.0003522892609186769 4.5607282021691759e-05 -0.0054140806324212082 -0.00046420225147007321
leaf_weight=5854.0119590759277 57.018638968467712 446.85292613506317 141.22874748706818 153.84245455265045 1000.7264679670334 264.55712246894836 193.54077899456024 1150.5186938047409 68.029555678367615 116.3269784450531 113.34527921676636
leaf_count=3010 17 154 33 74 452 80 66 737 37 64 56
internal_value=0 -0.000231478 0.00116121 -0.000494188 -0.00130529 -1.71681e-05 0.00140659 -0.000450534 0.00327732 -0.000788498 -0.00297254
internal_weight=0 3705.99 588.082 3117.91 1154.57 1963.34 458.098 1505.24 125.048 1380.19 229.672
internal_count=4780 1770 187 1583 526 1057 146 911 54 857 120
is_linear=0
shrinkage=0.06


Tree=269
num_leaves=12
num_cat=0
split_feature=145 93 3 30 131 97 18 67 27 93 131
split_gain=0.0881542 0.217461 0.180812 0.279572 0.155243 0.112013 0.281997 0.32008 0.32412 0.523271 0.561513
threshold=0.021960759535431865 0.013032016810029747 0.0044099434744566688 0.0031340263085439806 0.00017767510871635753 0.0014427106943912806 0.04673989117145539 0.0016331639490090313 0.0028552538715302949 0.000490355829242617 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 6 7 8 -1 10 -10
right_child=1 -3 4 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-5.9582872698322861e-05 -0.0012975666241064061 0.0039305419491836328 0.0027300490386348362 -0.0072377983684097213 -0.00093311388445227895 -0.00028021317753653801 0.0022677288786226387 -0.00085205737827743014 0.0031815821206682849 3.8270642259385829e-05 -0.00017680434875875841
leaf_weight=3226.7176376581192 310.53940188884735 33.612808108329773 69.408464550971985 31.318019032478333 103.82521212100983 2679.4944121837616 225.08776807785034 1041.8037012815475 544.70965123176575 1026.4067336320877 267.07579302787781
leaf_count=1999 232 21 24 22 40 1027 91 431 209 571 113
internal_value=0 -0.000738288 -0.00104366 -0.00184372 0.000535311 4.49638e-05 0.000182575 0.000105682 0.000302693 0.000938591 0.00207679
internal_weight=0 548.704 515.091 341.857 173.234 9011.3 6331.8 6106.71 5064.91 1838.19 811.785
internal_count=4780 339 318 254 64 4441 3414 3323 2892 893 322
is_linear=0
shrinkage=0.06


Tree=270
num_leaves=12
num_cat=0
split_feature=113 37 14 25 53 99 53 51 69 144 123
split_gain=0.0884551 0.224776 0.37709 0.418189 0.314442 0.698118 0.401249 0.505164 0.369758 0.333703 0.287282
threshold=0.0019071503775194289 0.0020932231564074759 0.011880517937242987 0.0095705352723598498 0.0037758676335215573 0.00050559637020342063 0.001792412775103003 0.0044099434744566688 0.00017767510871635753 0.0011261500185355546 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 -7 10 9 -6 -8
right_child=1 4 -4 -5 8 6 7 -9 -10 -11 -12
leaf_value=-0.00012945292383444705 0.00011028787710451423 0.0071533659063368312 0.0040212961849356212 -0.0023713879917648425 -0.00068238457415480981 -0.0010844467669407104 0.0021592497573750371 -0.0015735940354120502 -0.00075687404615439957 0.0066935999171754152 0.0082836618432090749
leaf_weight=6360.1070810556412 1940.4756547212601 84.093079209327698 78.699561595916748 279.57755935192108 38.889296412467957 163.02161085605621 51.625121355056763 55.410760045051575 397.84823894500732 50.93821120262146 59.313428044319153
leaf_count=2915 1239 30 37 137 28 70 24 27 242 15 16
internal_value=0 0.000257302 -5.75616e-05 -0.000202329 0.00106042 0.00227743 0.00103074 0.00310303 2.8347e-05 0.00350308 0.00543819
internal_weight=0 3199.89 2298.75 2220.05 901.14 413.464 329.371 166.349 487.676 89.8275 110.939
internal_count=4780 1865 1413 1376 452 167 137 67 285 43 40
is_linear=0
shrinkage=0.06


Tree=271
num_leaves=12
num_cat=0
split_feature=118 81 70 24 128 35 141 144 124 125 36
split_gain=0.0878879 0.332511 0.424968 0.225839 0.203161 0.453576 0.387735 0.196877 0.237438 0.179437 0.20263
threshold=0.01884530205279589 0.0018488886416889729 0.0068083447404205808 0.00047558375808876013 0.00093549740267917525 0.0016846025246195497 0.0038949446752667431 0.0072436286136507997 0.011169348377734424 0.020035739988088611 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 6 -6 -3 9 -9 -7 -11
right_child=1 2 -4 -5 5 7 -8 8 -10 10 -12
leaf_value=-5.7346570197804049e-05 -0.0045921921110252022 0.002593899662074154 -0.0035865605685348645 -0.00017064902937148822 0.0065488885554180745 0.0026651198566105074 -0.0038485837657043819 0.0056108875878568363 0.00078023211053819205 0.0012227094840042314 -0.0028859207715229715
leaf_weight=8695.5561276674271 62.982037425041199 72.390163779258728 60.916218400001526 122.06649541854858 74.227012753486633 88.682657361030579 62.636038064956665 73.769072651863098 72.736163139343262 94.763085126876831 79.274531006813049
leaf_count=4436 33 32 37 46 25 28 44 19 21 30 29
internal_value=0 0.000576968 0.0011911 -0.00167721 0.00166217 0.00223677 -0.00039528 0.00145322 0.00321476 0.000470047 -0.000649364
internal_weight=0 864.443 679.395 185.049 618.479 483.453 135.026 409.226 146.505 262.72 174.038
internal_count=4780 344 265 79 228 152 76 127 40 87 59
is_linear=0
shrinkage=0.06


Tree=272
num_leaves=12
num_cat=0
split_feature=21 107 44 146 52 37 13 83 15 47 129
split_gain=0.0917768 0.287609 0.272493 0.419966 0.584913 0.569498 0.557106 0.472665 0.442628 0.623998 0.412496
threshold=0.000490355829242617 0.00087947337306104611 0.0070226341485977182 0.0021592099219560628 0.00062670491752214741 0.0027679565828293566 0.00017767510871635753 0.0026833302108570938 0.0011261500185355546 0.0023699469165876512 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 8 -5 -7 10 -10 -6
right_child=-2 -3 -4 4 5 7 -8 -9 9 -11 -12
leaf_value=-0.00067373463480518612 0.00013185428177129804 -0.001081338530969382 -0.0022249254587179638 0.0057776693181841518 0.003628252980601719 -0.0017952043065061422 0.00095214558586445954 0.0046076671083322539 -0.0064978903008560537 0.00062696764040336074 -0.00080509865245152485
leaf_weight=860.66292500495911 6360.9466327428818 1040.7453489303589 163.01652228832245 157.05821239948273 101.07248294353485 57.018638968467712 190.67610907554626 152.01069414615631 97.73969578742981 80.765380620956421 298.2869598865509
leaf_count=310 3392 588 101 54 35 17 44 50 69 33 87
internal_value=0 -0.000262121 0.00013294 0.000325681 0.00108377 0.000178061 0.00313268 0.00286108 -0.000792788 -0.00327567 0.00031755
internal_weight=0 3199.05 2158.31 1995.29 1134.63 786.894 347.734 209.029 577.865 178.505 399.359
internal_count=4780 1388 800 699 389 291 98 67 224 102 122
is_linear=0
shrinkage=0.06


Tree=273
num_leaves=12
num_cat=0
split_feature=105 11 0 41 150 113 111 97 44 133 117
split_gain=0.0912987 0.291009 0.440082 0.261343 0.247434 0.262154 0.217869 0.200194 0.249998 0.176186 0.374033
threshold=0.011169348377734424 0.0035485138650983576 0.001792412775103003 0.00087947337306104611 0.0013560238294303419 0.00093549740267917525 0.00037263428384903824 0.00017767510871635753 0.00044738779251929378 0.013860232196748258 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 6 -4 -6 7 8 -2 -1 -11
right_child=1 2 4 -5 5 -7 -8 -9 -10 10 -12
leaf_value=-3.85684683827781e-05 0.002126046246781373 0.0040122529783515439 -0.0044272033189932435 0.00086091605438510035 0.0048767893759178753 -0.00077177336146148131 0.0021044568674784521 -0.0050973061535685557 -0.0028702151479499155 0.001663694257272909 -0.00081451714666628768
leaf_weight=7762.9965989589691 45.086753487586975 102.79230260848999 50.017242431640625 120.11770570278168 36.482566595077515 154.41233539581299 35.220687031745911 99.576544761657715 178.61701714992523 641.76243686676025 332.91741180419922
leaf_count=3883 16 42 34 36 12 97 11 62 119 269 199
internal_value=0 -0.000604352 0.000727471 -0.00156071 -0.000675162 0.000309731 -0.0023721 -0.00286031 -0.00186274 5.69028e-05 0.000817225
internal_weight=0 822.323 343.704 478.619 240.912 190.895 358.501 323.28 223.704 8737.68 974.68
internal_count=4780 429 185 244 143 109 208 197 135 4351 468
is_linear=0
shrinkage=0.06


Tree=274
num_leaves=12
num_cat=0
split_feature=133 51 78 86 65 33 7 23 12 131 97
split_gain=0.091473 0.181656 0.216572 0.348315 0.328371 0.391801 0.323646 0.451564 0.42632 0.232677 0.248311
threshold=0.00055427959887310873 0.0005375427135732026 0.00068727668258361529 0.00044738779251929378 0.0022272822679951791 0.0027679565828293566 0.0051502294372767219 0.00093549740267917525 0.024810968898236755 0.0095705352723598498 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 7 -4 9 10 -9
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00054222118336388881 0.00063545860949510216 6.9119942429121464e-05 0.0015065842828680303 -0.0020802931834135443 0.0026550443903508468 0.0026640095089503612 0.0015840621844522133 -0.0034741051555780078 -0.0090935155290357925 0.00070803718157508636 0.00061922869204328898
leaf_weight=1002.5582283735275 368.93694972991943 6956.2688500881195 98.548723816871643 231.51419520378113 144.21044671535492 85.812898874282837 89.715566873550415 411.6118848323822 37.169476747512817 72.390163779258728 61.26221776008606
leaf_count=476 236 3503 33 82 41 37 26 267 21 32 26
internal_value=0 -6.35103e-05 -0.000639689 -0.00102149 0.000282035 -0.000796884 -0.00180206 -0.00224833 -0.00288381 -0.00245892 -0.00294378
internal_weight=0 8557.44 1601.17 1232.24 461.538 317.327 770.698 680.982 582.434 545.264 472.874
internal_count=4780 4304 801 565 160 119 405 379 346 325 293
is_linear=0
shrinkage=0.06


Tree=275
num_leaves=12
num_cat=0
split_feature=40 59 82 93 82 78 65 63 41 123 144
split_gain=0.0902917 0.254907 0.460471 0.34058 0.222644 0.283881 0.251892 0.362394 0.299718 0.431789 0.298745
threshold=0.0020932231564074759 0.031632266007363803 0.00096484774257987748 0.0020292587578296666 0.00017767510871635753 0.0019071503775194289 0.00043393640953581786 0.0030382014811038975 0.00080172589514404546 0.00017767510871635753 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -2 -7 10 9 -9 -8
right_child=4 2 -4 -5 -6 6 7 8 -10 -11 -12
leaf_value=0.00012744637903006035 -0.0032865121773269974 -0.0017897407564585034 0.0075951498918953465 0.0055103209751789619 4.579108819480594e-05 -0.0014994998012595147 0.0038265536821310009 -0.00083765288940023058 0.00061429951518481029 -0.0085680722845343227 0.00022979242575983173
leaf_weight=3576.6653388738632 152.11754631996155 74.567923545837402 46.577603101730347 33.154868006706238 4583.5943524837494 507.3061158657074 127.46001303195953 67.57161557674408 110.02266919612885 42.216995000839233 238.74456179141998
leaf_count=1893 98 45 20 15 2302 216 39 31 28 25 68
internal_value=0 0.000230491 0.00261743 0.000460095 -0.000147507 -0.000858851 -0.000520812 0.000326536 -0.00159888 -0.00381532 0.00148237
internal_weight=0 3730.97 154.3 107.723 5829.03 1245.44 1093.32 586.016 219.811 109.789 366.205
internal_count=4780 1973 80 60 2807 505 407 191 84 56 107
is_linear=0
shrinkage=0.06


Tree=276
num_leaves=12
num_cat=0
split_feature=96 118 36 45 28 71 129 73 149 137 80
split_gain=0.084837 0.1836 0.349891 0.256853 0.318521 0.273148 0.185101 0.177302 0.15803 0.156293 0.289533
threshold=0.011169348377734424 0.01884530205279589 0.0026833302108570938 0.0012357163941487672 0.00052132029668428015 0.0022975050378590827 0.000490355829242617 0.00087947337306104611 0.00017767510871635753 0.0020292587578296666 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 -2 6 -5 -6 -7 -1 -11
right_child=1 -3 -4 5 7 8 -8 -9 -10 10 -12
leaf_value=0.00015140639180868002 -0.0024198955003524284 0.0025922534791350681 -0.0046180286420796791 -0.0018448895137205689 0.00073984028750340494 0.0025986447432838674 -0.0072930834930377336 0.004643155856345821 -0.00098453499682462416 0.00011609384211552917 -0.0019152353537654149
leaf_weight=7632.3208280801773 62.407068014144897 60.804277658462524 78.699561595916748 53.573911070823669 88.107687950134277 51.396151304244995 38.660326361656189 79.849500417709351 317.54079842567444 702.23089230060577 394.40859961509705
leaf_count=3864 41 20 37 34 36 21 25 21 215 238 228
internal_value=0 -0.000579223 -0.000829892 -0.000398181 0.00123758 -0.00121537 -0.00413395 0.0025972 -0.000484798 5.51671e-05 -0.000614586
internal_weight=0 831.039 770.235 691.535 230.364 461.171 92.2342 167.957 368.937 8728.96 1096.64
internal_count=4780 450 430 393 98 295 59 57 236 4330 466
is_linear=0
shrinkage=0.06


Tree=277
num_leaves=12
num_cat=0
split_feature=72 67 83 137 117 50 1 77 95 88 133
split_gain=0.0877757 0.250347 0.382968 0.357805 0.352498 0.351893 0.350181 0.347755 0.441721 0.347285 0.345758
threshold=0.0062037324532866487 0.0014427106943912806 0.011519505176693203 0.0018488886416889729 0.0031340263085439806 0.007706565549597145 0.0044099434744566688 0.001792412775103003 0.00039601318712811922 0.018276390619575981 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 5 4 -4 7 -2 -3 -9 -10 -7
right_child=1 2 3 -5 -6 10 -8 8 9 -11 -12
leaf_value=-0.0001565109719620437 0.0010062302176091522 -0.0035681311022190475 0.0065791038074269068 -0.0017707852735303895 0.00058132571642576707 0.0020522121111964577 -0.00075461228841922513 -0.0017197736973775884 0.0017243961310593674 -0.0008870102977723191 -0.0037571131957996043
leaf_weight=5490.5194048881531 1825.3596779108047 104.7410923242569 75.030952215194702 59.771368145942688 66.538706064224243 44.857783436775208 523.01855146884918 356.33850836753845 526.81945586204529 281.07858610153198 205.92551600933075
leaf_count=3156 787 52 20 22 33 13 251 102 161 79 104
internal_value=0 0.000211183 -0.000338516 0.0021198 0.00376251 -0.000664317 0.000614049 -0.000258354 3.9693e-05 0.000815855 -0.00271759
internal_weight=0 4069.48 1721.1 201.341 141.57 1519.76 2348.38 1268.98 1164.24 807.898 250.783
internal_count=4780 1624 586 75 53 511 1038 394 342 240 117
is_linear=0
shrinkage=0.06


Tree=278
num_leaves=12
num_cat=0
split_feature=46 141 68 108 143 95 75 13 108 10 14
split_gain=0.0929066 0.306282 0.526125 0.422385 0.394927 0.342246 0.443448 1.11032 0.576724 0.468253 0.430182
threshold=0.0016846025246195497 0.022641776129603389 0.00082683752407319855 0.0019672545604407792 0.00057154725072905432 0.00039601318712811922 0.0048403022810816774 0.0005893622583243997 0.0034400182776153092 0.0045489775948226461 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 10 7 -7 -8 -10 -5
right_child=-2 2 -4 5 -6 6 8 -9 9 -11 -12
leaf_value=0.00069587554185331611 -0.00013350691257381025 0.0052418118901753309 -0.00026613938319260854 3.388985380536844e-05 -0.0016784317839790501 0.00093047825434729083 0.0059179229742822902 -0.0064200715710043292 -0.001526724534058162 0.0027179873150791163 -0.0049345512757299629
leaf_weight=390.06325721740723 6333.0987844467163 115.75709760189056 135.37220120429993 361.02476155757904 713.22654330730438 796.61235809326172 129.52583205699921 81.452290773391724 138.0129896402359 290.02368378639221 75.829803109169006
leaf_count=140 3198 41 65 210 351 496 35 42 53 103 46
internal_value=0 0.000262039 0.00227381 9.21927e-05 -0.000839019 0.00064089 0.00108834 0.000247963 0.00241151 0.00134932 -0.000829471
internal_weight=0 3226.9 251.129 2975.77 1103.29 1872.48 1435.63 878.065 557.563 428.037 436.855
internal_count=4780 1582 106 1476 491 985 729 538 191 156 256
is_linear=0
shrinkage=0.06


Tree=279
num_leaves=12
num_cat=0
split_feature=75 147 11 29 3 37 95 115 84 72 25
split_gain=0.0853915 0.295889 0.448506 0.53206 0.409564 0.413652 0.300447 0.24314 0.23891 0.333246 0.323728
threshold=0.013860232196748258 0.0092791137285530585 0.0062037324532866487 0.0036604277556762104 0.0010585968848317864 0.00087947337306104611 0.00017767510871635753 0.0063990866765379914 0.0011261500185355546 0.045367386192083366 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 6 -4 5 -2 -3 -6 9 -8 -10
right_child=1 2 3 -5 7 -7 8 -9 10 -11 -12
leaf_value=-8.5894217838695082e-05 0.0062768974177340627 -0.0010147076208533363 -0.0091397438997287868 -0.00050867623280164873 -0.0019223444978432426 0.00034632789236386293 -0.0011815800634658229 0.0018493506791074953 -0.00018137139828665582 0.0025554989307912746 0.0033144037006910569
leaf_weight=7775.6713610887527 107.95685017108917 431.94442999362946 40.955115437507629 68.833495140075684 110.13460993766785 69.637434601783752 289.91174304485321 139.1629284620285 154.30548322200775 121.95455467700958 249.53159701824188
leaf_count=4251 32 114 24 32 45 27 86 37 49 29 54
internal_value=0 0.000374331 -5.89918e-05 -0.00373376 0.00175191 0.00395293 0.000264648 0.000182989 0.000942155 -7.46707e-05 0.00197896
internal_weight=0 1784.33 1357.44 109.789 426.892 177.594 1247.65 249.298 815.703 411.866 403.837
internal_count=4780 529 388 56 141 59 332 82 218 115 103
is_linear=0
shrinkage=0.06


Tree=280
num_leaves=12
num_cat=0
split_feature=92 77 30 9 73 12 148 3 124 106 5
split_gain=0.0819749 0.325355 0.398651 0.626318 0.356228 0.323112 0.494771 0.316533 0.215358 0.299097 0.38531
threshold=0.00017767510871635753 0.0023699469165876512 0.007706565549597145 0.00080172589514404546 0.0023699469165876512 0.00062670491752214741 0.0060143163427710542 0.0037758676335215573 0.0012745757703669371 0.00017767510871635753 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 -5 -3 -7 -8 -1 -10 -11
right_child=-2 2 -4 4 -6 6 7 -9 9 10 -12
leaf_value=-0.00028698705145025551 9.3904223499674864e-05 0.00085145457112422319 0.00041440191355487834 -0.0034217796474581056 -0.011528618799474259 -0.0049845090334096299 -0.0020425655686954814 0.0029435973930972887 -0.0023843107498950941 0.0032939152294671693 -0.00096319889442754675
leaf_weight=707.34964275360107 7436.1697920560837 166.91919028759003 372.85997200012207 43.707844614982605 35.332627773284912 149.36481714248657 146.15414786338806 66.655735373497009 63.785976886749268 263.9770644903183 107.72279155254364
leaf_count=507 3624 90 101 29 28 93 82 19 28 119 60
internal_value=0 -0.000328743 -0.00113023 -0.00207719 -0.00705568 -0.00133227 -0.00233867 -0.000480164 0.000359285 0.00140884 0.00206023
internal_weight=0 2123.83 980.994 608.134 79.0405 529.094 362.175 212.81 1142.84 435.486 371.7
internal_count=4780 1156 442 341 57 284 194 101 714 207 179
is_linear=0
shrinkage=0.06


Tree=281
num_leaves=12
num_cat=0
split_feature=51 32 88 115 142 83 91 81 86 50 30
split_gain=0.0904753 0.299984 0.542759 0.395129 0.343308 0.222911 0.400069 0.576812 0.623545 0.28078 0.276743
threshold=0.0092791137285530585 0.00062670491752214741 0.00080172589514404546 0.059226244688034065 0.018276390619575981 0.0063990866765379914 0.0038949446752667431 0.0035485138650983576 0.0017376682371832433 0.00244467705488205 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 7 -3 9 -9 -8
right_child=1 3 -4 -5 -6 -7 10 8 -10 -11 -12
leaf_value=8.0694344903948375e-05 -0.00081627317266292796 0.0022353947723107916 -0.0043794704006341169 0.0047347850732405231 0.0061341132837888328 -0.00097646432435900474 0.00012175946942735434 0.0020696377669731721 -0.0090506874706056534 -0.0033026813042297096 0.0055629636768871737
leaf_weight=8025.9458425045013 184.58041560649872 163.94257962703705 171.84967923164368 61.608217120170593 29.598199367523193 598.72623670101166 55.181789994239807 66.884705424308777 42.216995000839233 73.306043982505798 86.158898234367371
leaf_count=3973 135 51 108 15 15 342 24 22 25 44 26
internal_value=0 -0.000422186 -0.00186888 6.43904e-05 0.000146643 -0.000200868 0.000751317 -0.000346661 -0.00266729 -0.000739911 0.00344021
internal_weight=0 1534.05 386.028 1148.03 214.179 1086.42 487.691 346.35 182.408 140.191 141.341
internal_count=4780 807 258 549 150 534 192 142 91 66 50
is_linear=0
shrinkage=0.06


Tree=282
num_leaves=12
num_cat=0
split_feature=78 135 65 17 132 95 69 17 17 131 81
split_gain=0.084121 0.562978 0.523738 0.363561 0.284391 0.270193 0.383758 0.301968 0.258272 0.305015 0.230056
threshold=0.037906534969806678 0.00075379351619631063 0.0084566329605877417 0.0025217677466571335 0.0015349716995842757 0.00087947337306104611 0.00039601318712811922 0.0013986918493174019 0.0012357163941487672 0.000490355829242617 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -3 6 8 -8 9 -2 -7
right_child=1 3 -4 -5 -6 10 7 -9 -10 -11 -12
leaf_value=-7.2071431389415707e-05 0.0004536067418785825 -0.0039856683593262401 0.0042468131748327233 -0.0064454773415234057 0.0016415470567046858 -0.0022977773238812586 -0.00057659142259895387 -0.0076787288829824841 0.0034524351203083616 -0.0043203710095882832 0.0017014748037854077
leaf_weight=8213.3654851913452 214.07685136795044 57.130579710006714 149.83293437957764 59.883308887481689 74.227012753486633 57.476579070091248 41.530084848403931 44.740754127502441 70.212404012680054 62.066157221794128 515.45745122432709
leaf_count=4285 71 34 37 39 25 23 16 27 19 21 183
internal_value=0 0.000439531 0.000938685 -0.00257505 -0.000807035 0.000445386 -0.000686354 -0.00426444 0.000205857 -0.000620572 0.00129994
internal_weight=0 1346.63 1155.39 191.241 131.358 1005.56 432.626 86.2708 346.355 276.143 572.934
internal_count=4780 495 397 98 59 360 154 43 111 92 206
is_linear=0
shrinkage=0.06


Tree=283
num_leaves=12
num_cat=0
split_feature=49 108 44 134 108 33 59 98 97 3 17
split_gain=0.0849647 0.260608 0.390096 0.22592 0.190663 0.171819 0.227472 0.229466 0.309852 0.287295 0.176358
threshold=0.0019672545604407792 0.0060143163427710542 0.0044099434744566688 0.00017767510871635753 0.011169348377734424 0.0036604277556762104 0.0044099434744566688 0.0037758676335215573 0.00082683752407319855 0.020035739988088611 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 6 7 8 -2 -10 -7
right_child=1 2 3 -5 -6 10 -8 -9 9 -11 -12
leaf_value=5.6803597908894614e-05 0.0024339015638950856 -0.0065586522909925494 -0.0058857044727458844 0.0023959038471001084 9.5032629207434521e-05 0.0001649262453858572 0.0022259302399813921 -0.0033536555282625445 -0.0031260917160436056 0.0015373325323542193 -0.0047813887800230792
leaf_weight=8683.9651529788971 141.22874748706818 59.425368785858154 36.365537285804749 51.396151304244995 40.497175335884094 52.658030867576599 169.79403734207153 76.17580246925354 117.82291662693024 79.620530366897583 51.050151944160461
leaf_count=4455 33 33 26 21 18 22 50 35 37 18 32
internal_value=0 -0.000563147 -0.00254438 -0.000680806 -0.00273856 -2.26577e-05 0.000376694 -0.000380538 0.000288983 -0.00124571 -0.00227215
internal_weight=0 876.034 187.684 128.259 76.8627 688.35 584.642 414.848 338.672 197.443 103.708
internal_count=4780 325 98 65 44 227 173 123 88 55 54
is_linear=0
shrinkage=0.06


Tree=284
num_leaves=12
num_cat=0
split_feature=39 44 68 72 143 129 71 54 21 91 135
split_gain=0.0838369 0.285463 0.487474 0.355735 0.2583 0.326262 0.460349 0.348261 0.370607 0.315179 0.695833
threshold=0.00747153488919139 0.00244467705488205 0.00017767510871635753 0.0014881226234138014 0.0014881226234138014 0.0021592099219560628 0.0033348383149132137 0.0017376682371832433 0.0049928687512874612 0.0012745757703669371 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 -6 7 -7 -9 -8 -11
right_child=1 4 3 -5 5 6 9 8 -10 10 -12
leaf_value=8.50611529850475e-05 0.0016758289326297862 -0.0036650930802795026 0.001771745055266667 -0.0028100972431996281 -0.00086090569969382374 0.00086132858932754712 -0.0015070073198115395 -0.0090866570538992355 -0.00027934447917932041 0.0071525884968956597 0.0014232436279805994
leaf_weight=7776.8823627233505 150.0619044303894 58.16348922252655 70.324344754219055 457.16675555706024 417.57528328895569 102.79230260848999 66.996646165847778 34.070748209953308 34.645717620849609 103.82521212100983 287.49483609199524
leaf_count=3863 40 32 36 227 283 42 39 27 19 40 132
internal_value=0 -0.000371075 -0.00134072 -0.00219903 0.000223247 0.000439501 0.00130167 -0.00134946 -0.00465301 0.00229384 0.00294479
internal_weight=0 1783.12 677.553 527.491 1105.56 1047.4 629.825 171.509 68.7165 458.317 391.32
internal_count=4780 917 303 263 614 582 299 88 46 211 172
is_linear=0
shrinkage=0.06


Tree=285
num_leaves=12
num_cat=0
split_feature=133 92 8 150 75 73 111 58 38 127 93
split_gain=0.0837234 0.319576 0.315959 0.411092 0.40026 0.517224 0.357355 0.335243 0.385976 0.50203 0.287272
threshold=0.0070226341485977182 0.4073652476072312 0.0053125319536775359 0.0022272822679951791 0.0072436286136507997 0.010829726699739696 0.0020292587578296666 0.0027679565828293566 0.0010263677686452868 0.00087947337306104611 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -4 10 -10 -9
right_child=1 -3 6 4 -6 -7 -8 8 9 -11 -12
leaf_value=0.00012516467793028806 -0.0022899346797786604 0.0034422076762624706 -0.0010014182124994931 -0.00017576095555047919 -0.0035882049428580514 0.0051729780208398263 0.0029632405217989099 -0.0010680750943574554 -0.00044023726925684258 0.00455066773809586 0.0015090573150227744
leaf_weight=6385.7669924497604 566.60936677455902 82.027260184288025 835.0640686750412 396.01138997077942 93.613146305084229 77.783681392669678 146.27626574039459 438.34541428089142 125.73510479927063 171.39682769775391 241.37008452415466
leaf_count=3158 294 34 394 249 46 25 37 260 63 71 149
internal_value=0 -0.000251862 -0.000349963 -0.0011469 -5.27273e-06 0.000703256 0.000111591 -0.000118775 0.000635784 0.00243927 -0.000152836
internal_weight=0 3174.23 3092.21 1134.02 567.408 473.795 1958.19 1811.91 976.847 297.132 679.715
internal_count=4780 1622 1588 614 320 274 974 937 543 134 409
is_linear=0
shrinkage=0.06


Tree=286
num_leaves=12
num_cat=0
split_feature=75 95 128 125 79 109 34 91 95 1 38
split_gain=0.0847684 0.273794 0.248608 0.397219 0.219484 0.216961 0.401731 0.306058 0.520331 0.277691 0.354475
threshold=0.013860232196748258 0.00899649551138282 0.00093549740267917525 0.0066005610860884198 0.010500331409275534 0.0051502294372767219 0.010180860292166473 0.00075379351619631063 0.00077738583786413084 0.0079489401541650313 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 7 8 -4 10 -7
right_child=1 4 5 -5 -6 9 -8 -9 -10 -11 -12
leaf_value=-8.5602703676076363e-05 0.0046437029717689478 0.00029173588430735027 -4.2619917765844353e-05 -0.00085997625350194874 -0.0043963627204178729 -0.00085699047557741129 -0.003397888609571503 -0.0013863636865449787 0.0041308133788436879 0.0041656798581057898 0.0027821945639941153
leaf_weight=7775.6713610887527 125.16522395610809 69.408464550971985 399.36453139781952 75.717862367630005 74.455982804298401 237.01965355873108 124.13231444358826 270.40858018398285 147.08020520210266 99.352663278579712 162.22275996208191
leaf_count=4251 40 24 91 29 28 92 42 79 32 28 44
internal_value=0 0.000372941 0.000593078 0.00256983 -0.00213592 0.000317077 -0.000219111 0.000264306 0.00108125 0.00132885 0.000622033
internal_weight=0 1784.33 1640.46 200.883 143.864 1439.58 940.986 816.853 546.445 498.595 399.242
internal_count=4780 529 477 69 52 408 244 202 123 164 136
is_linear=0
shrinkage=0.06


Tree=287
num_leaves=12
num_cat=0
split_feature=35 137 124 129 92 50 101 101 0 100 96
split_gain=0.0818747 0.24682 0.424491 0.510957 0.307401 0.228752 0.175964 0.118411 0.156153 0.38168 0.45085
threshold=0.025578102096915249 0.00040826165059115743 0.002945306478068233 0.00040826165059115743 0.00082683752407319855 0.00017767510871635753 0.00064626874518580746 0.05109804309904576 0.015675474889576439 0.024810968898236755 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 -3 -7 8 -1 -10 -11
right_child=1 5 4 -5 -6 6 -8 -9 9 10 -12
leaf_value=-4.5164923649167333e-06 -0.0041750845095989194 0.0032048713105721984 -0.0016822948358251736 0.0032968057408332167 -0.0073619374797398232 0.00093241968239135022 -0.0027347175507655571 -0.0011372215491263322 0.00040852934819034589 0.0081374254295372324 -0.00017700682666275431
leaf_weight=7775.8443646430969 54.031851172447205 82.373259544372559 73.652043342590332 84.093079209327698 64.243916988372803 115.29915750026703 79.503501057624817 295.63090574741364 840.45249772071838 52.429060816764832 42.445965051651001
leaf_count=3896 40 23 33 30 34 35 32 192 418 19 28
internal_value=0 -0.000708448 -0.00197814 0.000373038 -0.00433178 0.00055621 -0.00056486 4.35088e-05 8.35918e-05 0.000816002 0.00442138
internal_weight=0 553.197 276.021 138.125 137.896 277.176 194.803 9006.8 8711.17 935.328 94.875
internal_count=4780 227 137 70 67 90 67 4553 4361 465 47
is_linear=0
shrinkage=0.06


Tree=288
num_leaves=12
num_cat=0
split_feature=75 75 59 137 65 110 17 13 73 118 107
split_gain=0.083502 0.264063 0.395489 0.391429 0.465441 0.612537 0.392966 0.385968 0.340692 0.40885 0.312012
threshold=0.0020932231564074759 0.0036604277556762104 0.013032016810029747 0.000490355829242617 0.0084566329605877417 0.00096484774257987748 0.00017767510871635753 0.00017767510871635753 0.0063990866765379914 0.0084566329605877417 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -5 -2 9 -4 -9
right_child=1 -3 8 4 -6 -7 -8 10 -10 -11 -12
leaf_value=0.00021196136046380788 -0.0018207777591117932 5.3977761543485535e-05 -0.0019570997842857478 -0.00080521489526908245 -0.005746989249315753 -0.0031043250949539121 0.0046508399743633282 -0.0017844256886661903 0.0042435683685423421 0.0057676243378985284 -0.008580980300352304
leaf_weight=3935.7921886444092 403.35369729995728 4527.705305814743 128.82874476909637 74.684952855110168 44.740754127502441 97.73969578742981 130.44171226024628 39.810265183448792 83.86410915851593 30.402138829231262 62.636038064956665
leaf_count=2482 252 1694 88 31 27 69 47 9 27 10 44
internal_value=0 -0.000148349 -0.000983732 -0.00159186 -4.17446e-05 0.000802678 0.00266491 -0.00265695 0.00115095 -0.000479515 -0.00594418
internal_weight=0 5624.21 1096.5 853.407 347.607 302.866 205.127 505.8 243.095 159.231 102.446
internal_count=4780 2298 604 479 174 147 78 305 125 98 53
is_linear=0
shrinkage=0.06


Tree=289
num_leaves=12
num_cat=0
split_feature=104 18 29 77 41 88 22 74 102 40 58
split_gain=0.0829548 0.310997 0.208397 0.229968 0.246053 0.316025 0.220261 0.195955 0.213298 0.178814 0.157651
threshold=0.012636432424187662 0.010829726699739696 0.00017767510871635753 0.0015349716995842757 0.0003614811430452392 0.0012745757703669371 0.00043393640953581786 0.0018488886416889729 0.025578102096915249 0.00747153488919139 0.0013560238294303419
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 9 -6 8 10 -5 -4
right_child=1 -3 3 4 6 -7 -8 -9 -10 -11 -12
leaf_value=6.6639142991191123e-05 0.0029158245039693311 0.0038742356092883487 -0.0026354266137165808 -0.002321509410683095 0.0025910538915916285 -0.0052804391496915782 -0.0033028461037061031 -0.0051514408161863149 0.0036956304454028601 0.0022169554114517152 9.3497302086742424e-05
leaf_weight=8369.6757323741913 54.95281994342804 56.443669557571411 89.364478945732117 135.8250527381897 65.622825860977173 118.96267831325531 34.874687671661377 27.532380342483521 51.85409140586853 40.497175335884094 514.39401030540466
leaf_count=4003 21 25 68 102 21 83 22 19 27 18 371
internal_value=0 -0.000468662 -0.00068517 -0.000868832 -0.00201948 -0.002892 0.0005445 -0.000202002 6.60328e-06 -0.00127846 -0.00031079
internal_weight=0 1190.32 1133.88 1078.93 395.782 295.285 100.498 683.145 655.613 176.322 603.758
internal_count=4780 777 752 731 246 203 43 485 466 120 439
is_linear=0
shrinkage=0.06


Tree=290
num_leaves=12
num_cat=0
split_feature=6 38 86 20 85 19 85 59 4 61 52
split_gain=0.084545 0.166434 0.200446 0.218295 0.102194 0.270133 0.346891 0.320613 0.233833 0.231805 0.141078
threshold=0.0022272822679951791 0.0013986918493174019 0.0019071503775194289 0.0016846025246195497 0.02129978779703379 0.00017767510871635753 0.05109804309904576 0.0044099434744566688 0.0015833032084628942 0.0016846025246195497 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -6 7 9 -9 -7 -8
right_child=1 -3 -4 -5 5 6 10 8 -10 -11 -12
leaf_value=-2.3923907318743129e-05 -0.0057665656594952444 0.00098804056069696513 0.00088259140163588227 -0.00041216159488747942 0.0032860141560450205 -0.0027643232312085605 -0.0004943810353579992 0.00074595868422831421 0.0055050781092544606 0.0013666815943638008 -0.0041107795023972941
leaf_weight=8673.9769686460495 68.029555678367615 90.977446436882019 51.971120715141296 45.890692949295044 123.21643424034119 84.093079209327698 82.373259544372559 69.179494500160217 80.307440519332886 116.56103706359863 73.423073291778564
leaf_count=4495 37 27 13 11 30 30 23 21 27 36 30
internal_value=0 -0.00107361 -0.00220416 -0.00361189 2.96372e-05 0.000767957 0.000154179 0.00120212 0.00330463 -0.000365115 -0.00220025
internal_weight=0 256.869 165.891 113.92 9303.13 629.154 505.937 350.141 149.487 200.654 155.796
internal_count=4780 88 61 48 4692 197 167 114 48 66 53
is_linear=0
shrinkage=0.06


Tree=291
num_leaves=12
num_cat=0
split_feature=46 141 68 4 18 60 140 86 77 4 31
split_gain=0.0813418 0.259278 0.445707 0.420102 0.365752 0.644739 0.366037 0.409049 0.314819 0.264942 0.354386
threshold=0.0016846025246195497 0.022641776129603389 0.00082683752407319855 0.0041444667149335155 0.00047558375808876013 0.0054799309000372895 0.016164712607860569 0.00096484774257987748 0.0046923852059990176 0.0021592099219560628 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 -4 -1 6 9 -8 -3 10 -6
right_child=-2 2 3 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-0.00038615360529029881 -0.0001249452444229782 0.0013985174391944483 -0.0033732047100585613 0.003320604886781943 0.0022202543314302236 -0.0028567788982605527 0.0020444671213155742 0.0094230055101271974 0.0076830979437808866 -0.0015493171910083059 -0.0016158145611856009
leaf_weight=1970.6844434738159 6333.0987844467163 52.658030867576599 72.044164419174194 63.328036785125732 538.62922346591949 133.76432228088379 74.109983444213867 42.562994360923767 63.099066734313965 112.77030980587006 103.25024271011353
leaf_count=1029 3198 22 43 22 207 75 39 14 19 64 48
internal_value=0 0.000245165 0.00209613 -0.000241655 8.88937e-05 0.00102027 0.00161573 0.00474197 0.00482791 0.00113183 0.00160304
internal_weight=0 3226.9 251.129 135.372 2975.77 1005.09 871.323 116.673 115.757 754.65 641.879
internal_count=4780 1582 106 65 1476 447 372 53 41 319 255
is_linear=0
shrinkage=0.06


Tree=292
num_leaves=12
num_cat=0
split_feature=145 125 143 21 39 118 25 99 20 81 100
split_gain=0.0836963 0.207482 0.260744 0.177988 0.261293 0.245515 0.38882 0.213412 0.175595 0.170602 0.251714
threshold=0.00044738779251929378 0.04273676127195359 0.0034400182776153092 0.0056525857653468856 0.00017767510871635753 0.00057154725072905432 0.00017767510871635753 0.057509137317538268 0.00062670491752214741 0.0048403022810816774 0.024810968898236755
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 8 -6 -2 -11
right_child=9 2 -4 -5 7 -7 -8 -9 -10 10 -12
leaf_value=-2.6207753404812832e-05 0.00031791823105877291 -0.00033061339329899862 0.0043485812871311104 0.0028452921551670976 -0.00075219078768081675 -0.0013963410732964448 0.0055023643572213359 0.0023466755412991174 -0.0023790087987071449 -0.00037506366634385154 0.0017759256873574277
leaf_weight=122.06140685081482 4581.4165927171707 108.18582022190094 70.899314165115356 50.592211842536926 561.10899698734283 120.34158718585968 73.194103240966797 56.443669557571411 415.98267006874084 3191.2120140790939 208.56121587753296
leaf_count=77 2289 35 28 26 253 70 27 25 200 1627 123
internal_value=0 -0.000399149 0.00152326 -0.000645199 -0.000776293 0.000734602 0.00204801 -0.00123768 -0.00144496 7.89558e-05 -0.000243062
internal_weight=0 1578.81 179.085 1399.72 1349.13 315.597 195.256 1033.54 977.092 7981.19 3399.77
internal_count=4780 741 63 678 652 174 104 478 453 4039 1750
is_linear=0
shrinkage=0.06


Tree=293
num_leaves=12
num_cat=0
split_feature=129 25 73 0 38 36 111 15 49 60 128
split_gain=0.084569 0.354679 0.418995 0.231582 0.216488 0.192604 0.154009 0.235703 0.25486 0.155954 0.301685
threshold=0.059226244688034065 0.0014881226234138014 0.00899649551138282 0.0015833032084628942 0.00040826165059115743 0.0048403022810816774 0.0031340263085439806 0.00057154725072905432 0.00040826165059115743 0.0054799309000372895 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 4 -4 -3 -5 9 -8 -9 -1 -11
right_child=1 2 3 5 -6 -7 7 8 -10 10 -12
leaf_value=1.004180088123428e-05 -0.0026806131231782845 0.0065274981830681141 -0.0019144874755650885 0.002980051551073384 0.0019422220545951493 -0.00052857318157798752 -0.0012811906689078549 0.0045219023302521194 0.00036839577364145563 0.00021248922755455818 -0.0016840760247957077
leaf_weight=7456.2072157859802 94.18811571598053 66.655735373497009 122.18352472782135 119.43079555034637 83.635139107704163 106.4660005569458 90.519506335258484 102.68036186695099 110.25163924694061 610.8820036649704 596.89956486225128
leaf_count=3871 38 19 32 27 24 28 21 25 31 377 287
internal_value=0 0.000694159 0.00133237 0.000188896 0.00397883 0.00132692 -4.58739e-05 0.00128253 0.00237249 -9.24149e-05 -0.000724877
internal_weight=0 592.559 498.371 348.08 150.291 225.897 8967.44 303.452 212.932 8663.99 1207.78
internal_count=4780 168 130 87 43 55 4612 77 56 4535 664
is_linear=0
shrinkage=0.06


Tree=294
num_leaves=12
num_cat=0
split_feature=123 128 30 88 133 148 88 88 101 67 52
split_gain=0.087086 0.293164 0.279797 0.371638 0.337912 0.268378 0.337521 0.412515 0.296041 0.355853 0.404723
threshold=0.00017767510871635753 0.0098710241727530974 0.0095705352723598498 0.00093549740267917525 0.01884530205279589 0.0005893622583243997 0.0012745757703669371 0.0095705352723598498 0.018276390619575981 0.00044738779251929378 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -2 -8 9 10 -7
right_child=5 2 3 -5 -6 8 7 -9 -10 -11 -12
leaf_value=-3.8063788851483896e-05 0.00085437994123016277 -0.0052062836236503622 0.00268889123736011 -0.0022111197024260506 0.0011876356864495145 0.0017939208280446652 -0.0073667537240853474 -0.0010261980850535186 -0.0016876066441172816 0.00010056582794477053 -0.0020900316014994392
leaf_weight=4450.5576411485672 111.96637034416199 122.63637626171112 87.420777797698975 153.27257370948792 39.23529577255249 919.61508798599243 59.883308887481689 96.253934741020203 255.36778903007507 3155.9557148218155 107.83473229408264
leaf_count=2687 69 69 27 51 17 430 39 34 146 1134 77
internal_value=0 -0.000178332 -0.00172867 -0.000431039 -0.00365672 0.000183888 -0.00165924 -0.00346115 0.000295249 0.000416326 0.00138612
internal_weight=0 4853.12 402.565 240.693 161.872 4706.88 268.104 156.137 4438.77 4183.41 1027.45
internal_count=4780 2851 164 78 86 1929 142 73 1787 1641 507
is_linear=0
shrinkage=0.06


Tree=295
num_leaves=12
num_cat=0
split_feature=133 60 17 72 101 109 0 148 88 132 58
split_gain=0.075564 0.171544 0.183821 0.153305 0.324475 0.392589 0.205026 0.144403 0.495143 0.465038 0.286871
threshold=0.00055427959887310873 0.0084566329605877417 0.0070226341485977182 0.00017767510871635753 0.00064626874518580746 0.0051502294372767219 0.007706565549597145 0.00087947337306104611 0.0010918468469753864 0.0030382014811038975 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 8 10 -10 -2
right_child=7 -3 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00060659063485421667 0.0040410474796845767 -0.0024087269670686087 0.0044283742779479222 0.00078656715539404654 0.0057357983991597481 -0.00026475610130113279 -0.0027361452711212727 1.5231476221730843e-05 -0.00544234047142967 0.00023042032710320052 -0.00036520364165554075
leaf_weight=293.79405677318573 61.033247709274292 68.258525729179382 45.315723538398743 360.46505784988403 98.319753766059875 65.276826500892639 71.128284215927124 7867.8598091602325 134.22226238250732 84.897018671035767 409.42903649806976
leaf_count=199 23 40 19 125 30 32 31 3890 81 25 285
internal_value=0 0.000492802 0.000705019 0.000514745 0.00106826 0.00334281 0.000205511 -5.7741e-05 -0.00089021 -0.00324535 0.000207158
internal_weight=0 1002.56 934.3 888.984 595.19 163.597 431.593 8557.44 689.582 219.119 470.462
internal_count=4780 476 436 417 218 62 156 4304 414 106 308
is_linear=0
shrinkage=0.06


Tree=296
num_leaves=12
num_cat=0
split_feature=123 101 58 46 124 37 93 123 33 10 107
split_gain=0.0774602 0.26027 0.268838 0.342324 0.899439 0.275416 0.436156 0.397712 0.454659 0.380481 0.355587
threshold=0.00017767510871635753 0.018276390619575981 0.021960759535431865 0.096724390983581557 0.0012745757703669371 0.00038414125447161501 0.021960759535431865 0.00052132029668428015 0.0041444667149335155 0.0013986918493174019 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 10 9 -9 -2 -7
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00016819375095083547 -0.0029447887793084058 -0.0016032905066713312 -0.002384978051371459 0.0096489240579101278 0.0003105827788515012 0.00065326247114468072 0.0042965340772396811 -0.000313752488220862 -0.0033157468159115337 0.0025429681386580616 -0.0025870326021625663
leaf_weight=4853.1226646900177 55.181789994239807 279.11453068256378 131.58147394657135 51.167181253433228 134.68529105186462 2243.7796092033386 112.65836906433105 1095.5048187971115 217.62334287166595 256.75178647041321 128.82874476909637
leaf_count=2851 24 162 93 18 56 817 47 389 133 102 88
internal_value=0 0.000173422 0.000285455 0.000367298 0.00288533 0.000253375 0.000650516 -0.00035399 -0.000811484 0.00157154 0.000477218
internal_weight=0 4706.88 4427.76 4296.18 185.852 4110.33 2485.27 1625.06 1313.13 311.934 2372.61
internal_count=4780 1929 1767 1674 74 1600 952 648 522 126 905
is_linear=0
shrinkage=0.06


Tree=297
num_leaves=12
num_cat=0
split_feature=82 11 135 92 78 135 128 115 108 51 12
split_gain=0.0825837 0.236639 0.318239 0.219638 0.415376 0.314642 0.278228 0.267852 0.347129 0.260509 0.256359
threshold=0.0020292587578296666 0.064669914543628707 0.0079489401541650313 0.00043393640953581786 0.0022272822679951791 0.00044738779251929378 0.0070226341485977182 0.0054799309000372895 0.0005375427135732026 0.0022975050378590827 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 7 10 8 -6 -10 -1
right_child=1 -3 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=0.00081496644604018252 -0.00058098000065854509 0.0034177489502592458 0.0013987848914935798 0.00032225557207054553 -0.007456400725038532 -0.0028747500493479009 -0.0019775127708433729 0.0001561772726780256 -0.0029533423723735576 0.0018388846546345742 0.0054192942953941413
leaf_weight=553.98039400577545 2489.8817362785339 61.26221776008606 331.08056282997131 4910.9452508687973 39.118266463279724 296.89278531074524 120.80461585521698 532.44194352626801 112.42431044578552 64.014946937561035 47.152572512626648
leaf_count=346 1494 26 206 2164 31 193 45 157 75 31 12
internal_value=0 -0.000268415 -0.000348585 0.000115859 -0.000457809 -0.00122246 0.000648917 -0.00056634 -0.00235025 -0.00121459 0.00117697
internal_weight=0 2882.22 2820.96 6677.78 1766.83 1044.89 721.938 747.999 215.558 176.439 601.133
internal_count=4780 1726 1700 3054 890 487 403 294 137 106 358
is_linear=0
shrinkage=0.06


Tree=298
num_leaves=12
num_cat=0
split_feature=112 3 112 75 52 55 37 32 59 17 47
split_gain=0.0766952 0.203411 0.113612 0.331437 0.566513 0.388418 0.354867 0.314522 0.309319 0.298201 0.285294
threshold=0.015923793427646164 0.00044738779251929378 0.00093549740267917525 0.0062037324532866487 0.0020292587578296666 0.00099512818269431613 0.00057154725072905432 0.0026833302108570938 0.013032016810029747 0.000490355829242617 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 7 6 9 -5 8 -4 -6 -10
right_child=1 -3 3 4 5 -7 -8 -9 10 -11 -12
leaf_value=-7.8525177618041936e-05 -0.00020608352919452406 -0.0045668226843013854 -4.3834957743429758e-05 0.0063598309034012474 0.001556863034946554 0.0033638703326133446 0.0012297937147922118 -0.0018417099836966692 0.00097772617350229082 -0.0031656173593988804 0.0058073556631863914
leaf_weight=7404.6380686759949 201.78878939151764 47.493483304977417 934.95608139038086 117.3649765253067 78.012651443481445 90.748476386070251 82.831199645996094 276.47374224662781 135.02620184421539 125.3891054391861 65.276826500892639
leaf_count=3506 143 32 631 31 28 24 29 174 76 74 32
internal_value=0 -0.00103839 2.78145e-05 0.0004409 0.00177776 0.000101827 0.00423895 -2.73218e-05 0.000414666 -0.00135448 0.00255377
internal_weight=0 249.282 9310.72 1906.08 494.346 294.15 200.196 1411.73 1135.26 203.402 200.303
internal_count=4780 175 4605 1099 186 126 60 913 739 102 108
is_linear=0
shrinkage=0.06


Tree=299
num_leaves=12
num_cat=0
split_feature=138 112 47 72 80 41 33 118 47 23 135
split_gain=0.0885606 0.32959 0.27816 0.223062 0.262139 0.259296 0.191991 0.14435 0.115835 0.277887 0.301345
threshold=0.022641776129603389 0.00093549740267917525 0.00017767510871635753 0.0084566329605877417 0.00017767510871635753 0.00046126570669002836 0.00066645268816500913 0.0019672545604407792 0.0032328735105693345 0.0019672545604407792 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 -4 6 -5 -6 -1 10 -10
right_child=1 -3 3 5 7 -7 -8 -9 9 -11 -12
leaf_value=0.00027567217958847953 0.00098903919588195512 0.0023983292392647741 -0.00070873539270029605 -0.00060012701993623148 -0.0086164687281648743 0.0016028316549030869 -0.0047320324573974816 -0.0036288089910699014 -0.00061977782870752389 -5.6406023577321005e-05 -0.0053578156536646816
leaf_weight=4241.080552816391 139.96686792373657 103.82521212100983 51.167181253433228 89.486596822738647 42.445965051651001 85.700958132743835 73.8810133934021 41.530084848403931 138.24195969104767 4478.4512865543365 74.221924185752869
leaf_count=1853 32 40 18 23 28 20 36 16 56 2602 56
internal_value=0 -0.000688643 -0.00130043 -0.00213451 -0.00409631 -0.00106883 -0.00247048 -0.00615709 4.84336e-05 -0.000157015 -0.0022767
internal_weight=0 628.004 524.179 384.212 135.143 249.069 163.368 83.976 8932 4690.92 212.464
internal_count=4780 213 173 141 62 79 59 44 4567 2714 112
is_linear=0
shrinkage=0.06


Tree=300
num_leaves=12
num_cat=0
split_feature=57 35 121 44 35 89 70 84 11 79 42
split_gain=0.0767429 0.226399 0.172791 0.0883432 0.427196 0.289295 0.42425 0.288308 0.264436 0.240452 0.324487
threshold=0.0046923852059990176 0.0033348383149132137 0.0015349716995842757 0.0060143163427710542 0.0010585968848317864 0.00043393640953581786 0.0056525857653468856 0.0021592099219560628 0.00044738779251929378 0.020035739988088611 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 7 -7 -5 -6 -10 -11
right_child=1 -3 -4 4 8 6 -8 -9 9 10 -12
leaf_value=9.0371619931102335e-05 -0.0041761251208252128 0.0040785365872398147 0.0020553434909482225 -8.7586437623380782e-05 -0.0030175890736996625 0.0013073949298883143 0.0082133032262345432 0.0061083677228919754 -0.00082553468781408103 0.0030880778023194581 -0.0023395923195143795
leaf_weight=6943.9299101829529 31.5469890832901 61.26221776008606 32.350928544998169 475.62174320220947 175.06034851074219 118.39279747009277 43.824873924255371 28.565289855003357 1461.2972428798676 131.47462177276611 56.672639608383179
leaf_count=3186 25 26 20 329 119 60 15 17 910 45 28
internal_value=0 0.00147536 -0.00102291 -1.95919e-05 -0.000326129 0.000973911 0.00317701 0.000264594 -0.000801 -0.000565578 0.00145281
internal_weight=0 125.16 63.8979 9434.84 2490.91 666.405 162.218 504.187 1824.5 1649.44 188.147
internal_count=4780 71 45 4709 1523 421 75 346 1102 983 73
is_linear=0
shrinkage=0.06


Tree=301
num_leaves=12
num_cat=0
split_feature=138 44 65 117 53 107 47 144 133 7 75
split_gain=0.0810926 0.263708 0.319492 0.235554 0.224245 0.244269 0.386034 0.140611 0.114473 0.242164 0.489015
threshold=0.022641776129603389 0.00244467705488205 0.0022272822679951791 0.0042751494329422721 0.00017767510871635753 0.00046126570669002836 0.0027679565828293566 0.016668972559273246 0.0070226341485977182 0.0072436286136507997 0.023343417793512348
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 -2 -6 7 -7 -1 -10 -11
right_child=1 2 -4 -5 5 6 -8 -9 9 10 -12
leaf_value=0.00020205530340076177 0.00042496427206885205 -0.0029305924884549827 0.0049784296320496153 0.0015809816426986735 6.1479180471685771e-05 -0.0091646617767090089 -0.001271827889529556 -0.0042336523517210742 5.7716328275130086e-06 -0.0029242595330993323 0.00058961231919287416
leaf_weight=5855.0499571561813 133.88644015789032 71.128284215927124 54.494879841804504 100.26854348182678 85.700958132743835 43.707844614982605 98.548723816871643 40.268205285072327 2500.0022156238556 319.72873532772064 257.21481513977051
leaf_count=2977 30 31 15 40 20 29 33 15 1347 166 77
internal_value=0 -0.000658971 0.000981171 -0.000291902 -0.00158036 -0.00258111 -0.00382124 -0.00680799 4.63438e-05 -0.000249953 -0.00135786
internal_weight=0 628.004 225.892 171.397 402.112 268.226 182.525 83.976 8932 3076.95 576.944
internal_count=4780 213 86 71 127 97 77 44 4567 1590 243
is_linear=0
shrinkage=0.06


Tree=302
num_leaves=12
num_cat=0
split_feature=31 139 17 133 114 64 15 27 106 137 112
split_gain=0.0748727 0.198535 0.458413 0.295561 0.257091 0.331003 0.230816 0.278096 0.299885 0.345101 0.333511
threshold=0.00070876078098081063 0.00070876078098081063 0.0087224207818508166 0.0037758676335215573 0.0012745757703669371 0.00066645268816500913 0.012636432424187662 0.00043393640953581786 0.0054799309000372895 0.0014881226234138014 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 4 -4 -3 -6 7 -2 -9 -10 -11
right_child=1 2 3 -5 5 -7 -8 8 9 10 -12
leaf_value=0.00013359660110468779 0.0021271614838656284 -0.0019261301003889893 0.0013499333007932132 -0.0042620857848039628 0.0029536648587274055 -8.6393814035447991e-06 -0.0014106624292870818 -0.00082961699684037092 -0.00014908482207377509 0.0048585099855640874 -0.00046021412719082268
leaf_weight=5854.0119590759277 178.16416561603546 76.862712621688843 51.167181253433228 99.11860466003418 339.81704473495483 226.12576615810394 677.06962180137634 1418.0880469083786 456.01681673526764 117.01897716522217 66.538706064224243
leaf_count=3010 82 44 18 56 103 58 452 639 243 42 33
internal_value=0 -0.000211037 0.000630536 -0.00235176 0.00132804 0.00177027 -0.000440185 -0.000146248 -0.000343187 0.000735305 0.0029313
internal_weight=0 3705.99 793.091 150.286 642.806 565.943 2912.9 2235.83 2057.66 639.574 183.558
internal_count=4780 1770 279 74 205 161 1491 1039 957 318 75
is_linear=0
shrinkage=0.06


Tree=303
num_leaves=12
num_cat=0
split_feature=145 58 83 124 77 116 71 102 7 124 104
split_gain=0.0818005 0.182741 0.271329 0.28735 0.284101 0.470466 0.320723 0.259517 0.201653 0.175577 0.165308
threshold=0.00044738779251929378 0.00060774214216507982 0.0072436286136507997 0.002945306478068233 0.0020292587578296666 0.00070876078098081063 0.0048403022810816774 0.0041444667149335155 0.00017767510871635753 0.0053125319536775359 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -5 -3 -4 -2
right_child=10 8 9 7 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0030524296187796032 -0.00093560948766698211 -6.3470258699812065e-06 -0.003260650373997837 0.0005164787768548488 0.00010850184722644525 0.0065554485191784825 0.0031947766352446124 -0.0030202255171605861 -0.0020392517868621069 0.0010605955485483176 0.00015161581109196089
leaf_weight=61.949127912521362 539.88601446151733 323.39225614070892 116.66788923740387 325.47842943668365 71.703253626823425 94.305145025253296 56.443669557571411 96.828904151916504 384.43059241771698 47.610512614250183 7441.3038082122803
leaf_count=35 239 214 84 86 23 24 25 26 206 18 3800
internal_value=0 -0.000394599 0.00018732 0.00069794 0.00217188 0.00377259 -7.38965e-05 -0.000294959 -0.00111058 -0.0020084 7.80599e-05
internal_weight=0 1578.81 870.987 706.709 284.401 166.008 118.393 422.307 707.823 164.278 7981.19
internal_count=4780 741 321 219 107 47 60 112 420 102 4039
is_linear=0
shrinkage=0.06


Tree=304
num_leaves=12
num_cat=0
split_feature=75 22 72 15 103 52 73 89 78 117 75
split_gain=0.0773513 0.238294 0.304939 0.24949 0.222738 0.282539 0.383667 0.246268 0.311439 0.230789 0.194537
threshold=0.0020932231564074759 0.0060143163427710542 0.00082683752407319855 0.0022975050378590827 0.00050559637020342063 0.00096484774257987748 0.0063990866765379914 0.0070226341485977182 0.023343417793512348 0.0015833032084628942 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 10 6 -6 8 9 -7 -4
right_child=1 -3 4 -5 5 7 -8 -9 -10 -11 -12
leaf_value=0.00020401397244587687 -0.00027036812000212797 -0.0035149807253951212 -0.00050046841779417491 -0.00458324467167212 -0.00046234776577212193 0.0031321223342135971 -0.0086510440458216365 0.0036677358112953405 -0.0046235258010789461 -0.00081623084953399538 0.00038050081894765088
leaf_weight=3935.7921886444092 96.024964690208435 74.338953495025635 1233.0293369293213 97.052785634994507 44.282814025878906 59.54239809513092 38.431356310844421 46.119663000106812 70.553314805030823 500.75757086277008 3364.0742563009262
leaf_count=2482 31 42 622 60 21 19 22 14 39 270 1158
internal_value=0 -0.000142773 -9.75404e-05 -0.00243954 -1.30826e-05 -0.000964758 -0.0042729 -0.00055999 -0.000869598 -0.00039616 0.000144203
internal_weight=0 5624.21 5549.87 193.078 5356.79 759.687 82.7142 676.973 630.853 560.3 4597.1
internal_count=4780 2298 2256 91 2165 385 43 342 328 289 1780
is_linear=0
shrinkage=0.06


Tree=305
num_leaves=12
num_cat=0
split_feature=6 38 86 86 123 128 69 88 128 78 132
split_gain=0.0756339 0.144765 0.161119 0.133531 0.0972092 0.271982 0.283227 0.434285 0.223288 0.243191 0.28138
threshold=0.0022272822679951791 0.0013986918493174019 0.0019071503775194289 0.00017767510871635753 0.00017767510871635753 0.0098710241727530974 0.00046126570669002836 0.00093549740267917525 0.028884131461381916 0.0031340263085439806 0.0013560238294303419
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 8 -8 9 -7 -11
right_child=1 -3 -4 -5 -6 6 7 -9 -10 10 -12
leaf_value=-2.3556997090997414e-05 -0.0015801959751858708 0.00090732275976260299 0.00069773444242261871 -0.0057432504004928282 0.00023020272345429808 -0.00064267952235924511 0.0052502980158641507 -0.0022644797913411899 -0.0004833715886517426 -0.0090332779457576728 -0.0031560335284075923
leaf_weight=4446.7720024585724 66.080765962600708 90.977446436882019 51.971120715141296 47.839482665061951 4458.612309217453 54.95281994342804 47.381542563438416 66.309736013412476 105.43309104442596 47.951423406600952 75.717862367630005
leaf_count=2684 27 27 13 21 1845 21 15 30 30 38 29
internal_value=0 -0.00101545 -0.00206984 -0.00333193 2.80357e-05 -0.000158028 -0.00166102 0.000869212 -0.00267367 -0.00396552 -0.00544033
internal_weight=0 256.869 165.891 113.92 9303.13 4844.52 397.746 113.691 284.055 178.622 123.669
internal_count=4780 88 61 48 4692 2847 163 45 118 88 67
is_linear=0
shrinkage=0.06


Tree=306
num_leaves=12
num_cat=0
split_feature=12 94 36 109 117 121 75 78 133 50 83
split_gain=0.0746551 0.303923 0.309417 0.271405 0.351447 0.260342 0.229031 0.40293 0.210874 0.238478 0.210001
threshold=0.015200819820165636 0.020658296532928947 0.00096484774257987748 0.0026012937305495147 0.0049928687512874612 0.00039601318712811922 0.013860232196748258 0.0015833032084628942 0.0022272822679951791 0.0033348383149132137 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 8 5 -5 -4 -1 -8 -2 -10 -9
right_child=1 -3 3 4 -6 -7 7 10 9 -11 -12
leaf_value=-4.2840888912662299e-05 -0.00041910997665764416 -0.0042868376382308223 -1.3096889368173318e-05 0.00029305055748974859 0.0037601758914185715 -0.0031887254623276517 0.0048079433877089217 0.00094769107856427755 -0.0018532988255064112 -0.0068555932093302806 -0.0016528305225926058
leaf_weight=6900.0897628068924 200.65411627292633 68.029555678367615 655.66346633434296 350.71602070331573 150.29087448120117 108.18582022190094 88.224717259407043 739.98042702674866 118.28085672855377 48.297422766685486 131.58656251430511
leaf_count=3963 66 37 156 106 43 35 22 220 43 27 62
internal_value=0 -0.000360522 -0.000196611 0.000248563 0.00133365 -0.000463227 7.79597e-05 0.000946328 -0.00172957 -0.0033069 0.000554928
internal_weight=0 1700.12 1632.09 1264.86 501.007 763.849 7859.88 959.792 367.232 166.578 871.567
internal_count=4780 513 476 340 149 191 4267 304 136 70 282
is_linear=0
shrinkage=0.06


Tree=307
num_leaves=12
num_cat=0
split_feature=118 144 77 121 148 125 59 100 142 72 104
split_gain=0.0754789 0.292397 0.326706 0.342368 0.406808 0.35721 0.409693 0.394884 0.298002 0.410926 0.432237
threshold=0.0011261500185355546 0.0023699469165876512 0.00096484774257987748 0.00055427959887310873 0.0051502294372767219 0.0031340263085439806 0.0016846025246195497 0.0028552538715302949 0.00073092587990686308 0.024066280573606495 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 -3 10 -10
right_child=-2 8 3 4 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.0001131248486876578 -0.000194974150704732 0.00071501453512423034 0.0017411596765967118 0.0094223922264661756 -0.0010909029674955671 0.0067008911712000381 -0.00082969979890339888 0.00068908617642214392 -0.0033948637523634729 0.0007750384771713089 -0.00071716132069678902
leaf_weight=1718.3594087362289 4090.4385904073715 574.31802773475647 1047.767099738121 33.154868006706238 442.01402366161346 45.315723538398743 160.14676380157471 42.445965051651001 311.92848789691925 381.118159532547 712.99248468875885
leaf_count=1218 1852 162 447 15 277 19 110 28 157 116 379
internal_value=0 0.000145769 0.000476263 0.00104816 4.38673e-05 0.00182822 0.00088914 0.00452648 -0.000436526 -0.000906907 -0.00153236
internal_weight=0 5469.56 3489.2 1770.84 723.077 281.063 235.748 75.6008 1980.36 1406.04 1024.92
internal_count=4780 2928 2114 896 449 172 153 43 814 652 536
is_linear=0
shrinkage=0.06


Tree=308
num_leaves=12
num_cat=0
split_feature=111 134 25 146 63 15 27 137 149 89 95
split_gain=0.0752745 0.086666 0.177042 0.0907356 0.225489 0.232567 0.270686 0.222584 0.217445 0.177133 0.162694
threshold=0.021960759535431865 0.0020932231564074759 0.0014881226234138014 0.021960759535431865 0.0014881226234138014 0.00057154725072905432 0.015675474889576439 0.0012357163941487672 0.012636432424187662 0.0010585968848317864 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 7 10 8 -5 9 -7 -6
right_child=-2 2 -4 4 5 6 -8 -9 -10 -11 -12
leaf_value=6.0723860779802269e-05 0.0022526769330878629 6.4546846694577651e-05 -0.0049218608580055062 -0.0039296589430688408 -0.00054926533742018278 -0.00027010314933206836 0.0037211662156362096 0.0015509839703576639 0.0032012762846110668 -0.0044792764268363405 -0.0058908365486526329
leaf_weight=8681.1208373308182 53.004030227661133 73.992954134941101 39.118266463279724 117.81782805919647 44.282814025878906 304.12315189838409 75.25992226600647 34.416747570037842 57.934519171714783 40.726145386695862 38.202386260032654
leaf_count=4309 11 53 31 68 21 179 23 16 29 21 19
internal_value=0 -1.25982e-05 -0.00166277 7.28896e-06 -0.00064344 -8.71217e-05 0.000420727 -0.00269041 -0.000196728 -0.000768354 -0.00302731
internal_weight=0 9507 113.111 9393.88 712.764 560.529 478.044 152.235 402.784 344.849 82.4852
internal_count=4780 4769 84 4685 376 292 252 84 229 200 40
is_linear=0
shrinkage=0.06


Tree=309
num_leaves=12
num_cat=0
split_feature=135 4 108 15 123 135 147 36 34 117 4
split_gain=0.0733778 0.116601 0.0781563 0.306934 0.4937 0.198086 0.161152 0.122489 0.112898 0.106438 0.362224
threshold=0.1067372113466263 0.00017767510871635753 0.028884131461381916 0.016668972559273246 0.00047558375808876013 0.00075379351619631063 0.01884530205279589 0.00068727668258361529 0.011519505176693203 0.022641776129603389 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 5 -5 7 8 -4 -7 -1 -11
right_child=1 -3 3 4 -6 6 -8 -9 -10 10 -12
leaf_value=0.00013838047981691554 -0.0047219972944484078 -0.00023688163908474927 -0.0019478606708372152 -0.00035663774081569918 0.0067614825292646235 -0.0024813089096643267 0.0031635820815157367 -0.0051742671742388254 0.00078294810141836307 -0.00076647503906360356 0.0040407765215073081
leaf_weight=7799.5249626636505 30.285109519958496 66.650646805763245 132.15644335746765 154.06633603572845 45.315723538398743 92.692177534103394 39.006325721740723 62.407068014144897 64.701857089996338 1013.5386136770248 59.654338836669922
leaf_count=3616 24 50 85 108 19 65 14 41 40 682 36
internal_value=0 -0.00164156 1.68124e-05 -0.000651614 0.00126375 -0.00162848 -0.000283936 -0.00298487 -0.00113979 6.12929e-05 -0.000498908
internal_weight=0 96.9358 9463.06 590.346 199.382 390.964 196.4 194.564 157.394 8872.72 1073.19
internal_count=4780 74 4706 372 127 245 119 126 105 4334 718
is_linear=0
shrinkage=0.06


Tree=310
num_leaves=12
num_cat=0
split_feature=78 135 17 132 125 73 147 105 126 37 117
split_gain=0.0734139 0.415979 0.271196 0.238246 0.215867 0.388459 0.266215 0.393989 0.357155 0.329597 0.23452
threshold=0.037906534969806678 0.00075379351619631063 0.0025217677466571335 0.0015349716995842757 0.00075379351619631063 0.020658296532928947 0.0092791137285530585 0.00085274505545385193 0.00099512818269431613 0.00017767510871635753 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 7 9 10 -6 -8
right_child=1 2 -4 -5 6 -7 8 -9 -10 -11 -12
leaf_value=-6.7345675634585943e-05 -0.0039554793004631756 -0.0035631354297193316 -0.0055235092105047744 0.0015873141681031237 0.0018928066402220717 0.0020402262430999608 0.00050397747032511096 0.0037458427199757649 0.0038468667355536371 -0.0049071391478755161 -0.0024801743561861452
leaf_weight=8213.3654851913452 85.466899514198303 57.130579710006714 59.883308887481689 74.227012753486633 72.16119372844696 71.24531352519989 415.19399631023407 255.83590626716614 93.043265461921692 39.693235874176025 122.75340557098389
leaf_count=4285 48 34 39 25 29 17 112 90 23 23 55
internal_value=0 0.00041059 -0.00218071 -0.000653747 0.000839654 -0.00123012 0.00116453 0.00244759 0.000416597 -0.000522485 -0.000177306
internal_weight=0 1346.63 191.241 131.358 1155.39 156.712 998.681 367.69 630.991 111.854 537.947
internal_count=4780 495 98 59 397 65 332 142 190 52 167
is_linear=0
shrinkage=0.06


Tree=311
num_leaves=12
num_cat=0
split_feature=23 108 102 33 66 28 75 144 25 73 33
split_gain=0.0758943 0.267895 0.257142 0.312206 0.353021 0.493223 0.316169 0.247448 0.241898 0.240481 0.292704
threshold=0.0072436286136507997 0.0060143163427710542 0.0066005610860884198 0.0041444667149335155 0.0015833032084628942 0.0026012937305495147 0.0054799309000372895 0.00017767510871635753 0.0045489775948226461 0.0012357163941487672 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 -3 8 -4 -5 10 -1
right_child=-2 2 7 6 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0014738221842872784 0.0001767509413964821 -0.0010813355294885373 0.0012284827798766985 -0.0015044279062199311 0.0016621497424273853 -0.0059891907362567979 0.0028444100578977412 -0.0033646325797882723 0.004363665166601919 -0.0001837669264324974 -0.00119137366177534
leaf_weight=730.31788778305054 4566.6709152460098 347.37305641174316 51.625121355056763 178.2710177898407 110.93854939937592 93.496116995811462 165.08742988109589 230.70516717433929 29.369229316711426 2870.0738462209702 186.07126522064209
leaf_count=373 2655 202 24 130 40 60 66 118 12 961 139
internal_value=0 -0.000161692 -0.000940093 -0.000455995 -0.00136207 -0.00212328 0.000885418 -0.00252463 -0.000672727 8.64276e-05 0.000932588
internal_weight=0 4993.33 1206.87 924.535 551.808 440.869 372.728 282.33 207.64 3786.46 916.389
internal_count=4780 2125 652 510 302 262 208 142 142 1473 512
is_linear=0
shrinkage=0.06


Tree=312
num_leaves=12
num_cat=0
split_feature=145 58 147 83 141 0 55 132 4 114 99
split_gain=0.0737165 0.151593 0.243802 0.233173 0.22988 0.222487 0.211782 0.358762 0.194182 0.193961 0.172688
threshold=0.00044738779251929378 0.00060774214216507982 0.0027679565828293566 0.0072436286136507997 0.022641776129603389 0.0087224207818508166 0.00037263428384903824 0.00055427959887310873 0.00039601318712811922 0.0066005610860884198 0.057509137317538268
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 10 6 7 8 -4 -5 -1
right_child=-2 2 5 9 -6 -7 -8 -9 -10 -11 -12
leaf_value=-7.9842763350271339e-05 7.4081908251036755e-05 -0.00016931607264271848 -0.0066219750161476115 -0.0033868116947222029 0.0037087300887900373 -0.0001592384215335912 -0.00018747981054633984 -0.010908244642011249 -0.0010883124110142319 0.00093790486635888365 0.0032567669452770545
leaf_weight=567.31663119792938 7981.1898226737976 444.42075347900391 37.627416849136353 107.03079283237457 77.55471134185791 95.449995279312134 43.595903873443604 28.794259905815125 57.934519171714783 57.24760901927948 61.837187170982361
leaf_count=179 4039 293 27 82 22 39 12 20 29 20 18
internal_value=0 -0.000374614 -0.00102673 0.000155399 0.000628758 -0.00247278 -0.00378673 -0.00504736 -0.00327183 -0.00188008 0.000248566
internal_weight=0 1578.81 707.823 870.987 706.709 263.402 167.952 124.356 95.5619 164.278 629.154
internal_count=4780 741 420 321 219 127 88 76 56 102 197
is_linear=0
shrinkage=0.06


Tree=313
num_leaves=12
num_cat=0
split_feature=108 23 146 96 67 43 54 109 116 108 29
split_gain=0.0770681 0.216333 0.27347 0.293449 0.376154 0.241373 0.300457 0.237063 0.2195 0.30929 0.292288
threshold=0.00093549740267917525 0.0044099434744566688 0.0018488886416889729 0.00080172589514404546 0.000490355829242617 0.00055427959887310873 0.0062037324532866487 0.004017772153019906 0.012636432424187662 0.00073092587990686308 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 -3 9 10 -5
right_child=-2 5 3 8 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00086904066679976066 8.987572192874083e-05 -0.0033896317798838504 0.0059257136296520137 -0.00092115579937568988 0.0010908013335694086 -0.0017331217200961214 0.002359441563088076 -0.00068994274561711582 0.0029394216573553561 -0.0047922577328437608 0.0032791627971032215
leaf_weight=573.7379697561264 7477.4200211763382 222.10098028182983 76.750771880149841 263.52421295642853 235.53389251232147 128.82874476909637 129.29177343845367 247.68457090854645 72.507193088531494 55.639730095863342 76.979741930961609
leaf_count=201 3947 114 27 82 57 88 63 123 18 30 30
internal_value=0 -0.000322822 0.000125452 0.000856104 0.0022806 -0.00115699 0.00031695 -0.00196673 -9.33928e-05 -0.000649098 2.9119e-05
internal_weight=0 2082.58 1354.67 780.936 312.285 727.906 258.121 469.786 468.651 396.144 340.504
internal_count=4780 833 445 244 84 388 151 237 160 142 112
is_linear=0
shrinkage=0.06


Tree=314
num_leaves=12
num_cat=0
split_feature=48 68 80 132 116 128 52 58 143 35 76
split_gain=0.0722189 0.0747206 0.25085 0.276839 0.270459 0.540035 0.563387 0.243415 0.202838 0.170349 0.165114
threshold=0.024833413772284988 0.015675474889576439 0.0012357163941487672 0.0026012937305495147 0.0092791137285530585 0.00080172589514404546 0.0046923852059990176 0.029773407615721229 0.0049928687512874612 0.0042751494329422721 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 7 -6 -7 8 9 -4 -1
right_child=-2 2 3 -5 5 6 -8 -9 -10 -11 -12
leaf_value=4.8923338667189594e-05 -0.0025507675695134683 -0.0017005279024006228 -6.1518226796610385e-05 -0.002960247222302603 -0.00038961924069423761 0.0099708520185779678 0.00087587015803824422 0.004436451068800141 -0.0017700506035392121 0.0042601199924673389 0.0029205092656810409
leaf_weight=8264.1307005882263 39.693235874176025 382.01368546485901 171.73264992237091 90.285447716712952 118.96267831325531 51.167181253433228 47.035543203353882 37.398446798324585 244.46372449398041 40.497175335884094 72.619133830070496
leaf_count=3956 23 252 122 49 83 18 26 24 174 18 35
internal_value=0 1.06354e-05 -0.000435462 0.000167603 0.000565005 0.00232928 0.00562001 -0.000210752 -0.000592198 0.000764744 7.39717e-05
internal_weight=0 9520.31 1183.56 801.543 711.257 217.165 98.2027 494.092 456.694 212.23 8336.75
internal_count=4780 4757 766 514 465 127 44 338 314 140 3991
is_linear=0
shrinkage=0.06


Tree=315
num_leaves=12
num_cat=0
split_feature=67 33 8 135 141 37 82 14 30 83 77
split_gain=0.0715012 0.174971 0.333886 0.304496 0.319071 0.328091 0.4453 0.321998 0.30477 0.293458 0.292365
threshold=0.00044738779251929378 0.013860232196748258 0.0066005610860884198 0.0018488886416889729 0.0016331639490090313 0.00038414125447161501 0.00017767510871635753 0.00093549740267917525 0.0095705352723598498 0.0063990866765379914 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 8 6 -6 -7 -2 -10 -8
right_child=1 2 -4 -5 5 7 10 -9 9 -11 -12
leaf_value=0.00018072591426139379 -0.0016230825856245817 -0.00086436118678473006 0.0025784539009342839 -0.0013860302029462454 0.00072175088134877343 -0.0016568875629995922 -0.0046679220932037534 0.0011390498504850952 -0.00051614295722717961 0.0026753606164593726 -0.0010413708746076699
leaf_weight=4319.3170779943466 741.56795167922974 183.20659530162811 226.91952848434448 722.27849316596985 563.8769918680191 164.74143052101135 96.477816224098206 1477.3098884820938 463.15050828456879 133.54044079780579 467.61287999153137
leaf_count=2614 334 117 115 423 165 77 68 514 119 41 193
internal_value=0 -0.000148983 0.00104069 -0.000250008 -5.02546e-05 0.000317275 -0.000470565 0.000858459 -0.00081096 0.00019845 -0.00166235
internal_weight=0 5240.68 410.126 4830.56 4108.28 2770.02 1127.97 1642.05 1338.26 596.691 564.091
internal_count=4780 2166 232 1934 1511 1017 426 591 494 160 261
is_linear=0
shrinkage=0.06


Tree=316
num_leaves=12
num_cat=0
split_feature=144 23 8 23 142 106 43 57 93 85 1
split_gain=0.0773127 0.223382 0.318678 0.176087 0.221088 0.1584 0.271268 0.383407 0.383315 0.369153 0.567514
threshold=0.021960759535431865 0.010180860292166473 0.00017767510871635753 0.00093549740267917525 0.00052132029668428015 0.0030382014811038975 0.00075379351619631063 0.00080172589514404546 0.00082683752407319855 0.0038949446752667431 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 6 7 8 -1 10 -10
right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.00011864351691437629 0.0041042293076309598 -0.0023058546786827784 -0.0012714794334495504 0.0043509331447511975 0.00049744800075852481 0.00021317529150065528 0.00040429152416628902 -0.0048395360588386806 -0.00089005314072961202 0.00079608434511739968 -0.0047013598676024521
leaf_weight=2324.3109312057495 96.828904151916504 87.532718539237976 165.55045855045319 61.608217120170593 408.19259977340698 4201.9826328754425 1378.3642796278 75.025863647460938 360.22591066360474 169.67700803279877 230.70007860660553
leaf_count=878 26 44 41 15 129 2397 802 51 184 64 149
internal_value=0 0.000557105 0.000899642 0.000410687 0.0010036 -5.22741e-05 -0.000298051 -0.000604416 -0.000501263 -0.00167033 -0.00237855
internal_weight=0 819.713 732.18 635.351 469.801 8740.29 4538.3 3159.94 3084.91 760.603 590.926
internal_count=4780 255 211 185 144 4525 2128 1326 1275 397 333
is_linear=0
shrinkage=0.06


Tree=317
num_leaves=12
num_cat=0
split_feature=57 44 144 63 77 39 97 89 75 106 62
split_gain=0.0810149 0.210939 0.0772841 0.291086 0.276845 0.167799 0.351417 0.221328 0.202378 0.13531 0.305569
threshold=0.0046923852059990176 0.0060143163427710542 0.021960759535431865 0.00085274505545385193 0.0020292587578296666 0.0056525857653468856 0.012636432424187662 0.00096484774257987748 0.023343417793512348 0.0030382014811038975 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 -4 6 7 -5 -9 -1 -11
right_child=1 -3 3 5 -6 -7 -8 8 -10 10 -12
leaf_value=-0.00030252432017245309 -0.0012724363139669361 0.0036887606589146122 0.0052821763666836543 4.2581742424397667e-05 0.0010172714462144032 0.0010184529674055482 0.0024754540708597501 -0.0063253358408213393 -0.0018080692843438096 0.00052466862330662848 -0.00058017065643621558
leaf_weight=4461.4413591623306 54.835790634155273 70.324344754219055 68.146584987640381 81.798290133476257 278.32585692405701 178.39822423458099 67.688644886016846 65.505796551704407 78.587620854377747 2833.6116261482239 1321.3354635238647
leaf_count=2084 35 36 23 31 74 54 17 35 20 1524 847
internal_value=0 0.00151586 -2.01445e-05 0.000536999 0.0018574 -0.000432479 -0.00131421 -0.00245037 -0.00386461 -7.30719e-05 0.000173308
internal_weight=0 125.16 9434.84 818.451 346.472 471.979 293.58 225.892 144.093 8616.39 4154.95
internal_count=4780 71 4709 254 97 157 103 86 55 4455 2371
is_linear=0
shrinkage=0.06


Tree=318
num_leaves=12
num_cat=0
split_feature=16 77 85 30 15 36 22 114 4 131 88
split_gain=0.0729353 0.0791405 0.324796 0.299897 0.408995 0.329566 0.274317 0.411212 0.341685 0.278819 0.311231
threshold=0.012086483649909498 0.010500331409275534 0.0005375427135732026 0.007706565549597145 0.00017767510871635753 0.0023699469165876512 0.0017376682371832433 0.0019071503775194289 0.00060774214216507982 0.0011261500185355546 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 8 -4 10 -10
right_child=-2 2 6 -5 5 -7 -8 -9 9 -11 -12
leaf_value=8.35114766153192e-05 0.0021662261916687488 0.002630023011100705 -0.00081658097948212845 0.0031466815381860748 -0.0019158514846125204 -0.0061696484722631225 -0.0028150190452858196 -0.00014395397862990096 0.0048303567591162959 0.0073182451955911007 -0.0015910791287395785
leaf_weight=7262.1830538511276 55.527789354324341 57.24760901927948 76.979741930961609 42.562994360923767 320.87358558177948 82.368170976638794 111.39648950099945 1378.8883711099625 67.113675475120544 59.313428044319153 45.54469358921051
leaf_count=3954 13 20 30 14 181 54 46 405 25 16 22
internal_value=0 -1.26944e-05 -0.00032427 -0.00166682 -0.00211232 -0.00278607 6.412e-05 0.000261306 0.00250511 0.00399161 0.00223524
internal_weight=0 9504.47 2242.29 503.052 460.489 403.242 1739.24 1627.84 248.952 171.972 112.658
internal_count=4780 4767 813 269 255 235 544 498 93 63 47
is_linear=0
shrinkage=0.06


Tree=319
num_leaves=12
num_cat=0
split_feature=78 9 69 65 144 7 100 61 132 101 75
split_gain=0.0716046 0.442074 0.395638 0.268456 0.281651 0.256084 0.297392 0.327584 0.26829 0.250374 0.215056
threshold=0.037906534969806678 0.00080172589514404546 0.0012745757703669371 0.011169348377734424 0.00017767510871635753 0.0037758676335215573 0.00017767510871635753 0.0034400182776153092 0.0035485138650983576 0.0014881226234138014 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 4 -2 6 8 -8 -6 -3 -4
right_child=1 2 10 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-6.6502230467965101e-05 -0.0024109626197248261 -0.0016096230508124288 -4.4573603662509677e-05 0.0042749256755537845 -0.002259456635511204 -0.00022708773514826787 0.0051236683645243634 0.00098574225406085889 0.0021544404942381475 0.0020482064175384842 -0.0059287016637140756
leaf_weight=8213.3654851913452 89.252538204193115 161.30179119110107 30.860078930854797 86.962837696075439 87.074778437614441 301.03968906402588 154.07651317119598 124.59025454521179 114.84121739864349 115.5281275510788 81.10629141330719
leaf_count=4285 51 63 16 21 38 92 46 48 29 38 53
internal_value=0 0.000405508 -0.00130059 0.00109809 0.00078041 0.00114509 0.0020045 0.00327464 0.000250804 -8.29299e-05 -0.00430841
internal_weight=0 1346.63 388.796 957.838 870.875 781.622 480.583 278.667 201.916 276.83 111.966
internal_count=4780 495 170 325 304 253 161 94 67 101 69
is_linear=0
shrinkage=0.06


Tree=320
num_leaves=12
num_cat=0
split_feature=12 75 39 78 51 84 83 12 20 138 14
split_gain=0.0712197 0.192624 0.263351 0.364286 0.324444 0.436152 0.264315 0.206175 0.237927 0.15967 0.277841
threshold=0.015200819820165636 0.013860232196748258 0.0063990866765379914 0.0036604277556762104 0.0018488886416889729 0.00093549740267917525 0.0092791137285530585 0.0062037324532866487 0.00017767510871635753 0.00096484774257987748 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 7 8 -5 10 -2
right_child=9 2 4 6 5 -7 -8 -9 -10 -11 -12
leaf_value=-3.4627149282686607e-05 -0.0036166398919213845 0.0039678176702319309 0.001719441853380841 0.0021456016566829134 -0.0051352495193991527 0.0006319779390027249 -0.0022357072221479675 0.0024903339237376037 -0.0027855526571401758 -0.00011862527984316098 0.00053173877790084814
leaf_weight=6900.0897628068924 132.61947202682495 169.10712718963623 135.83522987365723 67.917614936828613 90.285447716712952 98.777693867683411 88.336658000946045 236.56680202484131 72.965133190155029 1464.1313891410828 103.36727201938629
leaf_count=3963 60 41 40 20 49 36 39 55 24 419 34
internal_value=0 7.61568e-05 0.000872521 0.00158341 -0.000516712 -0.00212337 0.00071707 0.00140853 -0.000408476 -0.000352117 -0.00180011
internal_weight=0 7859.88 959.792 634.893 324.898 189.063 465.786 377.45 140.883 1700.12 235.987
internal_count=4780 4267 304 179 125 85 138 99 44 513 94
is_linear=0
shrinkage=0.06


Tree=321
num_leaves=12
num_cat=0
split_feature=128 141 12 3 101 107 129 72 32 82 81
split_gain=0.0740974 0.273152 0.270225 0.284262 0.508031 0.385525 0.331726 0.305491 0.382666 0.63499 0.354186
threshold=0.0030382014811038975 0.00046126570669002836 0.0025217677466571335 0.0011980500421486797 0.00017767510871635753 0.0092791137285530585 0.0018488886416889729 0.024066280573606495 0.0032328735105693345 0.00062670491752214741 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -5 8 9 10 -8
right_child=1 2 3 5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00013737571005462419 -0.0016455684441582614 -0.0015203034023842394 -0.0087562342558008543 0.001571678766179654 0.00019817075901870461 -0.0028432460715145966 -0.0025175024861120018 0.001101382310339362 0.0012957412103185514 -0.0024361316405882073 0.0012163374081779201
leaf_weight=5702.504994392395 420.92333614826202 386.72538149356842 35.332627773284912 682.49875938892365 64.014946937561035 136.51705145835876 115.29915750026703 679.8681480884552 347.73432147502899 547.80329120159149 440.77758693695068
leaf_count=3386 156 205 28 228 31 80 35 178 98 234 121
internal_value=0 -0.000203104 -2.63833e-05 0.000163092 -0.00299204 0.000269427 0.000420531 5.18778e-05 -0.000439703 -0.000986455 0.000441835
internal_weight=0 3857.49 3436.57 3049.85 99.3476 2950.5 2813.98 2131.48 1451.61 1103.88 556.077
internal_count=4780 1394 1238 1033 59 974 894 666 488 390 156
is_linear=0
shrinkage=0.06


Tree=322
num_leaves=12
num_cat=0
split_feature=35 71 102 45 36 132 17 0 31 147 32
split_gain=0.0751657 0.261572 0.260301 0.328641 0.185282 0.263274 0.18662 0.158802 0.253959 0.274538 0.338597
threshold=0.025578102096915249 0.010829726699739696 0.00747153488919139 0.0035485138650983576 0.00747153488919139 0.0035485138650983576 0.00077738583786413084 0.015675474889576439 0.0010918468469753864 0.01884530205279589 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 5 6 -2 -1 9 10 -9
right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-4.5092196708603278e-05 -0.0033871597537706204 -0.0034579448475543077 -0.0060164968520394343 0.000418491315705417 0.0025560667705146907 0.0024813982898936366 0.001545118533100114 -0.001393042799989416 -0.00072958607883068227 0.0036203409179729942 0.00184983986860808
leaf_weight=8051.7431374788284 94.071086406707764 99.805514812469482 52.658030867576599 62.295127272605896 129.29686200618744 76.063861727714539 39.006325721740723 175.86428797245026 284.27907824516296 155.33839273452759 339.57789754867554
leaf_count=4078 52 65 22 24 32 18 14 114 152 47 162
internal_value=0 -0.00067881 -6.64079e-05 -0.00253193 0.000771527 -0.000332419 -0.00194138 4.16802e-05 0.000773153 0.00141003 0.000743342
internal_weight=0 553.197 453.391 114.953 338.438 209.141 133.077 9006.8 955.06 670.781 515.442
internal_count=4780 227 162 46 116 84 66 4553 475 323 276
is_linear=0
shrinkage=0.06


Tree=323
num_leaves=12
num_cat=0
split_feature=23 108 29 20 129 106 65 4 149 58 100
split_gain=0.0739756 0.357668 0.473396 0.38141 0.319569 0.391452 0.297243 0.497521 0.309996 0.300235 0.574361
threshold=0.0072436286136507997 0.0019672545604407792 0.0013986918493174019 0.030689206905663017 0.011519505176693203 0.0084566329605877417 0.021960759535431865 0.00046126570669002836 0.0058306583669036635 0.00244467705488205 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 9 -9 10 -3
right_child=1 4 3 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-0.00015963130495155891 -0.0040265699781287419 0.00022424119858233617 -0.00052573128703668076 0.0056998393391746579 0.0031602178857525788 -0.0011516962317321224 0.0029319091716054598 -0.00080978444949607873 0.00074465057916302832 0.00044299934805153103 0.0053506607725834071
leaf_weight=4993.3286875486374 139.49875068664551 152.00560557842255 942.08468437194824 36.711536645889282 299.43181014060974 101.41339373588562 143.51844799518585 1486.4228934049606 669.95628452301025 432.60589730739594 163.02161085605621
leaf_count=2125 88 81 538 15 102 55 63 913 452 278 70
internal_value=0 0.000174506 -0.00075789 -0.000291671 0.000476892 0.00206929 0.00026738 0.000135601 -0.000326831 0.00146925 0.00287794
internal_weight=0 4566.67 1118.29 978.796 3448.38 400.845 3047.53 2904.01 2156.38 747.633 315.027
internal_count=4780 2655 641 553 2014 157 1857 1794 1365 429 151
is_linear=0
shrinkage=0.06


Tree=324
num_leaves=12
num_cat=0
split_feature=57 67 97 78 65 135 111 29 107 122 88
split_gain=0.0703004 0.183436 0.117319 0.0826423 0.390936 0.235919 0.280502 0.250144 0.352396 0.254138 0.244832
threshold=0.0046923852059990176 0.00096484774257987748 0.00038414125447161501 0.037906534969806678 0.0084566329605877417 0.00050559637020342063 0.00073092587990686308 0.0060143163427710542 0.0010263677686452868 0.00040826165059115743 0.064669914543628707
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 7 -7 10 -9 -10 -5
right_child=1 -3 -4 4 -6 6 -8 8 9 -11 -12
leaf_value=-9.1057578615533246e-05 0.001767214124735578 0.0045939316825203856 -0.0027872810219984915 0.0013861452231342152 0.0031802514988460346 -0.0030765954000029298 0.0013877563896604909 -0.0064431950603742339 -0.002757619784514987 0.0025377235709592529 -0.0015210854066359824
leaf_weight=8093.2528680562973 46.002633690834045 42.791964411735535 36.365537285804749 649.68989074230194 161.99378991127014 160.26379311084747 73.998042702674866 41.184085488319397 64.47288703918457 65.85179591178894 124.13231444358826
leaf_count=4218 28 17 26 202 41 96 22 27 37 24 42
internal_value=0 0.00141207 -0.000244536 -1.87572e-05 0.000417376 3.77126e-05 -0.00166642 0.000460143 -0.0016124 -8.204e-05 0.000919647
internal_weight=0 125.16 82.3682 9434.84 1341.59 1179.59 234.262 945.331 171.509 130.325 773.822
internal_count=4780 71 54 4709 491 450 118 332 88 61 244
is_linear=0
shrinkage=0.06


Tree=325
num_leaves=12
num_cat=0
split_feature=75 112 22 79 63 103 69 98 94 75 129
split_gain=0.072395 0.254214 0.179583 0.187017 0.298586 0.195523 0.30004 0.263566 0.319894 0.257445 0.219517
threshold=0.0020932231564074759 0.010829726699739696 0.0060143163427710542 0.00096484774257987748 0.00017767510871635753 0.00046126570669002836 0.014293605927377941 0.0037758676335215573 0.0014427106943912806 0.0048403022810816774 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 8 9 -7 -8
right_child=1 -3 -4 5 -6 6 10 -9 -10 -11 -12
leaf_value=0.00019736111842007814 -0.0051535897153109711 -0.003433234839702553 -0.0030159099540732264 0.00021117363640836263 -0.0006138145596890982 -0.00029401730693408339 -0.0011089352117446794 -0.0029741246923601691 0.00049328120795232814 -0.0069686348623425824 0.0043212074639214148
leaf_weight=3935.7921886444092 60.000338196754456 82.943140387535095 74.338953495025635 4285.2870460748672 394.87671685218811 40.726145386695862 46.231603741645813 230.24213850498199 303.55835962295532 42.445965051651001 63.5570068359375
leaf_count=2482 25 46 42 1640 172 21 31 143 125 28 25
internal_value=0 -0.000138131 -8.87484e-05 -4.88906e-05 -0.00121363 5.68397e-05 -0.000853081 -0.00136737 -0.000410262 -0.00370461 0.00203566
internal_weight=0 5624.21 5541.26 5466.93 454.877 5012.05 726.761 616.973 386.73 83.1721 109.789
internal_count=4780 2298 2252 2210 197 2013 373 317 174 49 56
is_linear=0
shrinkage=0.06


Tree=326
num_leaves=12
num_cat=0
split_feature=118 64 27 144 114 99 44 41 17 118 131
split_gain=0.0719469 0.24072 0.261812 0.287934 0.293682 0.242967 0.428252 0.277584 0.236372 0.220053 0.355893
threshold=0.0011261500185355546 0.0019071503775194289 0.0028552538715302949 0.0032328735105693345 0.0066005610860884198 0.00040826165059115743 0.0020932231564074759 0.00046126570669002836 0.0010585968848317864 0.00064626874518580746 0.028884131461381916
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 -5 8 -8 -7 10 -4
right_child=-2 -3 3 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00014917080300383558 -0.00019035436028074385 -0.0023275837263172505 0.0011153339581973594 0.0011486408147764865 0.00090455180192672616 -0.002964943024538591 -0.0025387288115480749 0.0018353980484166065 -0.0093152627523377801 0.002723956220430675 -0.0036312215991232948
leaf_weight=3107.8719886541367 4090.4385904073715 138.35898900032043 1024.6970911026001 105.8910311460495 444.79219567775726 47.839482665061951 128.94577407836914 87.649747848510742 37.85638689994812 285.54604637622833 60.112278938293457
leaf_count=1902 1852 42 502 36 127 21 74 30 30 122 42
internal_value=0 0.000142321 0.000206464 0.000703571 -0.000161878 -0.00132389 -0.0021901 -0.00076862 -0.0057778 0.00124224 0.000852004
internal_weight=0 5469.56 5331.2 2223.33 852.975 408.182 302.291 216.596 85.6959 1370.36 1084.81
internal_count=4780 2928 2886 984 318 191 155 104 51 666 544
is_linear=0
shrinkage=0.06


Tree=327
num_leaves=12
num_cat=0
split_feature=82 135 128 138 144 14 0 40 8 138 22
split_gain=0.0701716 0.236365 0.17135 0.334763 0.270067 0.171045 0.259576 0.240374 0.43341 0.348328 0.279167
threshold=0.0020292587578296666 0.0079489401541650313 0.0014427106943912806 0.00017767510871635753 0.0011261500185355546 0.00055427959887310873 0.0010918468469753864 0.0084566329605877417 0.0060143163427710542 0.0011261500185355546 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 7 -7 10 -9 -10 -2
right_child=1 2 -4 4 -6 6 -8 8 9 -11 -12
leaf_value=0.00010676637198605077 -0.00079606685771517515 0.00039371589990285259 -0.00095244921246932226 0.008167011380074014 0.0015305131598516617 -0.0039593939276190903 -0.00059866138654907596 -0.00088151611245142268 0.0020214799843435083 0.0089623450105875534 0.0038304030714243461
leaf_weight=6677.7750859260559 487.77751016616821 153.26239657402039 91.776297330856323 46.577603101730347 41.988024950027466 86.840719819068909 1713.2406582832336 97.281755685806274 70.324344754219055 41.301114797592163 51.85409140586853
leaf_count=3054 364 113 53 20 22 66 949 63 36 13 27
internal_value=0 -0.000247455 0.00125412 0.00209159 0.00502599 -0.000444047 -0.000761003 0.000318165 0.00204571 0.0045953 -0.000350874
internal_weight=0 2882.22 333.604 241.828 88.5656 2548.62 1800.08 748.539 208.907 111.625 539.632
internal_count=4780 1726 208 155 42 1518 1015 503 112 49 391
is_linear=0
shrinkage=0.06


Tree=328
num_leaves=12
num_cat=0
split_feature=23 84 19 62 109 76 71 79 129 87 42
split_gain=0.0640773 0.200816 0.300532 0.27404 0.266371 0.283786 0.255049 0.290426 0.437566 0.252048 0.302287
threshold=0.0072436286136507997 0.0028552538715302949 0.02129978779703379 0.0023699469165876512 0.02129978779703379 0.0020932231564074759 0.001792412775103003 0.012636432424187662 0.007706565549597145 0.0058306583669036635 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -3 8 -8 10 -4
right_child=-2 6 9 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00028204839552809776 0.00016241376666818581 8.8754940061577217e-05 -0.0052200071102839413 -0.0018434709250237948 -0.0035521203511778799 0.0039975189919917772 -0.0021620096666402295 -0.00047472031728640812 -0.0090055588799922131 0.002406636741971984 -0.0011406396321242613
leaf_weight=3535.5626704692841 4566.6709152460098 313.20054459571838 82.826111078262329 229.77910983562469 63.668947577476501 75.488892316818237 123.09431636333466 160.84385108947754 46.231603741645813 52.887000918388367 309.74563956260681
leaf_count=1370 2655 96 60 168 42 26 75 57 31 25 175
internal_value=0 -0.000148567 -2.2232e-06 0.000166241 0.000291955 0.000359829 -0.00113787 -0.00230113 -0.00403474 -0.00147854 -0.00200243
internal_weight=0 4993.33 4349.96 3904.5 3674.72 3611.05 643.37 330.17 169.326 445.459 392.572
internal_count=4780 2125 1866 1606 1438 1396 259 163 106 260 235
is_linear=0
shrinkage=0.06


Tree=329
num_leaves=12
num_cat=0
split_feature=104 18 75 129 53 132 65 73 44 101 140
split_gain=0.0650567 0.236645 0.248723 0.21341 0.124301 0.116612 0.287153 0.168493 0.126272 0.155934 0.124252
threshold=0.012636432424187662 0.010829726699739696 0.032603342086076743 0.0053125319536775359 0.0037758676335215573 0.011880517937242987 0.011169348377734424 0.0023699469165876512 0.00017767510871635753 0.0035485138650983576 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 10 -9 -10 -2
right_child=1 -3 -4 4 -6 -7 -8 8 9 -11 -12
leaf_value=5.9002856421827968e-05 -0.0022707693643957117 0.0033733056833229369 0.0031335647750341984 -0.0060945127328565964 -0.0019431624449993625 0.0028092705437270586 0.0043110536183950388 0.00083933646852119579 -0.0036357939490237966 0.0003158107862049105 4.4579981488806259e-05
leaf_weight=8369.6757323741913 99.459515452384949 56.443669557571411 60.575307607650757 35.907597184181213 93.72508704662323 36.711536645889282 40.268205285072327 41.759054899215698 164.16137254238129 46.002633690834045 515.30989050865173
leaf_count=4003 76 25 17 20 63 15 15 19 116 28 383
internal_value=0 -0.000415046 -0.000603908 -0.000815116 -0.00309688 -0.000501375 -0.000635677 -0.000865982 -0.00217253 -0.00277109 -0.000330314
internal_weight=0 1190.32 1133.88 1073.3 129.633 943.672 906.961 866.692 251.923 210.164 614.769
internal_count=4780 777 752 735 83 652 637 622 163 144 459
is_linear=0
shrinkage=0.06


Tree=330
num_leaves=12
num_cat=0
split_feature=35 102 45 148 67 50 115 87 70 19 27
split_gain=0.0674313 0.468697 0.286693 0.27933 0.527503 0.423311 0.247175 0.202204 0.17955 0.192662 0.169572
threshold=0.016164712607860569 0.00747153488919139 0.004017772153019906 0.0034400182776153092 0.0092791137285530585 0.0063990866765379914 0.00747153488919139 0.00090704852482303988 0.0019071503775194289 0.0013986918493174019 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 4 -2 6 -5 -3 9 -8 -4
right_child=1 2 10 5 -6 -7 8 -9 -10 -11 -12
leaf_value=5.7768878411444433e-05 -0.0051063605353609621 -0.002967633123591946 -0.0021020255330032197 -0.00021201099351152289 0.0010848345587228783 -0.0026393683920834408 0.0016895085025960272 -0.0080912059400408357 0.00047304161142826311 0.0051084297277662729 0.0020231382039431821
leaf_weight=8448.7874369621277 88.219628691673279 85.125988721847534 120.68758654594421 172.54167795181274 112.77539837360382 99.347574710845947 113.57933783531189 41.184085488319397 102.33436250686646 124.47831380367279 50.93821120262146
leaf_count=4325 53 28 59 86 33 59 28 27 36 31 15
internal_value=0 -0.000439393 -0.00247487 0.000306495 -0.00163376 0.00094359 0.00163793 -0.00464328 0.00257544 0.00347863 -0.00087722
internal_weight=0 1111.21 297.936 813.276 200.995 612.281 512.934 126.31 340.392 238.058 171.626
internal_count=4780 455 129 326 86 240 181 55 95 59 74
is_linear=0
shrinkage=0.06


Tree=331
num_leaves=12
num_cat=0
split_feature=75 53 102 132 88 77 128 101 98 63 79
split_gain=0.0634855 0.205843 0.503441 0.471488 0.554303 0.804495 0.455317 0.407518 0.332167 0.262379 0.20942
threshold=0.0020932231564074759 0.0037758676335215573 0.0012357163941487672 0.0026012937305495147 0.00080172589514404546 0.0015349716995842757 0.00070876078098081063 0.0016846025246195497 0.0013986918493174019 0.0014881226234138014 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 6 -6 -4 9 -8 -7 -1
right_child=-2 -3 3 -5 5 7 8 -9 -10 -11 -12
leaf_value=-0.00048732077984477878 -0.00012937103764198383 -0.00020742347442547968 -0.0017882132872769447 -0.0016988796574838429 0.0089895843345054061 0.0014120998967094098 0.0071058301481203134 -0.00095142185036035129 4.5896365868086331e-05 0.0069583271162028419 0.00157403863416297
leaf_weight=918.327765583992 5624.207414150238 2165.9959200620651 131.35250389575958 102.56333255767822 95.221025228500366 55.410760045051575 48.872392177581787 82.256230235099792 47.035543203353882 68.95052444934845 219.80619120597839
leaf_count=584 2298 1491 90 39 36 27 19 37 26 18 115
internal_value=0 0.0001848 0.000664813 0.00202304 0.0027447 0.00442939 0.000506191 0.00232446 0.00364712 0.00449025 -8.91101e-05
internal_weight=0 3935.79 1769.8 631.662 529.099 301.839 227.26 206.618 95.9079 124.361 1138.13
internal_count=4780 2482 991 292 253 118 135 82 45 45 699
is_linear=0
shrinkage=0.06


Tree=332
num_leaves=12
num_cat=0
split_feature=118 133 57 75 50 52 37 16 92 114 93
split_gain=0.0653519 0.270439 0.262252 0.325793 0.359337 0.352223 0.492413 0.545509 0.34717 0.326348 0.277244
threshold=0.0011261500185355546 0.0062037324532866487 0.00050559637020342063 0.001792412775103003 0.00244467705488205 0.0033348383149132137 0.0023699469165876512 0.0005375427135732026 0.028020657598972324 0.0028552538715302949 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 9 7 -7 10 -6 -5
right_child=1 -3 -4 4 5 6 -8 -9 -10 -11 -12
leaf_value=0.00013564799360972816 -0.00070304726497794035 -0.00076283570375631148 -0.0020528308025357933 0.00010770186975757281 0.0054893398928156506 -0.0052442867051872323 0.003960762067092366 0.0025081441161883822 -0.0039995311756624704 0.001855171266958131 0.0036859415761163559
leaf_weight=5469.5610123872757 672.83113157749176 1689.9722110033035 168.63900995254517 789.88572871685028 131.70359182357788 81.335261464118958 73.423073291778564 54.494879841804504 67.57161557674408 274.19421887397766 86.387868285179138
leaf_count=2928 412 815 97 237 48 56 30 15 31 82 29
internal_value=0 -0.000181413 0.000227933 0.000400354 0.000876575 0.00200479 5.10796e-06 -0.00213446 0.000141128 0.00303543 0.000460845
internal_weight=0 4090.44 2400.47 2231.83 1559 615.151 209.253 135.83 943.845 405.898 876.274
internal_count=4780 1852 1037 940 528 231 101 71 297 130 266
is_linear=0
shrinkage=0.06


Tree=333
num_leaves=12
num_cat=0
split_feature=12 55 79 100 28 32 68 88 45 76 74
split_gain=0.0672369 0.238483 0.296401 0.24169 0.215633 0.165097 0.151889 0.140732 0.140084 0.24968 0.17383
threshold=0.015200819820165636 0.00017767510871635753 0.012636432424187662 0.00085274505545385193 0.00085274505545385193 0.00062670491752214741 0.00082683752407319855 0.018276390619575981 0.0022975050378590827 0.0003614811430452392 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 -4 10 -10 -3
right_child=1 8 7 4 -6 -7 -8 -9 9 -11 -12
leaf_value=7.3995721941124787e-05 -0.0019031134055615038 0.00070243787307361859 -0.0068509879336498226 0.0031090754489362629 -0.0014606714801439454 -0.00024464925347299573 -0.0069534225624581485 -0.0022493039923121363 0.0021786696912475265 -0.00066711668037914499 -0.0010730150590331272
leaf_weight=7859.8814696073532 49.905301690101624 319.9729710817337 47.264513254165649 81.56932008266449 68.146584987640381 75.030952215194702 37.627416849136353 48.64342212677002 249.41456770896912 199.85017681121826 522.69290637969971
leaf_count=4267 17 76 29 28 23 20 27 16 68 71 138
internal_value=0 -0.000342131 -0.00160618 -0.000709556 0.00102947 -0.00231079 -0.00407953 -0.00452184 5.73411e-05 0.000912888 -0.000398845
internal_weight=0 1700.12 408.188 312.28 149.716 162.564 87.5327 95.9079 1291.93 449.265 842.666
internal_count=4780 513 160 115 51 64 44 45 353 139 214
is_linear=0
shrinkage=0.06


Tree=334
num_leaves=12
num_cat=0
split_feature=77 31 124 85 95 88 147 22 30 141 101
split_gain=0.0663579 0.194939 0.301142 0.265574 0.288681 0.292896 0.271401 0.264459 0.255821 0.249613 0.232639
threshold=0.010500331409275534 0.0038949446752667431 0.0053125319536775359 0.0005375427135732026 0.034632634371519096 0.0012745757703669371 0.00747153488919139 0.00073092587990686308 0.0020292587578296666 0.0016331639490090313 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 7 10 -2 -8 -10 -5
right_child=1 2 -4 6 -6 -7 8 -9 9 -11 -12
leaf_value=8.87133402247685e-05 -0.0015636272676394503 -0.004980135906763326 -0.00054244722778646357 -0.00014159611965532215 0.0032646204565075195 -0.0045494245734827394 -0.0031680323847300233 0.0034197751435921533 -0.0010909622832953666 0.00078320013369688989 0.0033476775931940558
leaf_weight=7269.5253611803055 291.04641616344452 76.404772520065308 196.41053748130798 113.69127857685089 45.086753487586975 104.1661229133606 89.252538204193115 44.053843975067139 381.92209899425507 774.40226316452026 174.03761613368988
leaf_count=3957 163 38 57 45 16 60 51 18 111 205 59
internal_value=0 -0.000281629 -0.00178664 -7.80522e-05 -0.00130267 -0.0017721 0.000308849 -0.000907661 -7.48614e-05 0.000164143 0.00196938
internal_weight=0 2290.47 272.815 2017.66 484.353 439.266 1533.31 335.1 1245.58 1156.32 287.729
internal_count=4780 823 95 728 257 241 471 181 367 316 104
is_linear=0
shrinkage=0.06


Tree=335
num_leaves=12
num_cat=0
split_feature=46 136 141 15 108 108 146 2 42 45 47
split_gain=0.0608116 0.178869 0.234622 0.333774 0.310563 0.623707 0.377363 0.319367 0.313307 0.295262 0.263892
threshold=0.0016846025246195497 0.00082683752407319855 0.022641776129603389 0.0019071503775194289 0.0019672545604407792 0.0034400182776153092 0.0079489401541650313 0.00043393640953581786 0.0027679565828293566 0.0019672545604407792 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 7 -1 -6 9 -7 -10
right_child=-2 -3 3 -5 5 8 -8 -9 10 -11 -12
leaf_value=-0.00019710131343510609 -0.0001080394921026927 -0.001058519234604713 0.0048053804648567656 -8.3490305948171002e-05 0.0037197906952003896 -0.0025890242888092531 -0.0039165694687397917 -0.0015846608780710463 0.0022461285688763137 0.00025406505582331872 -3.7166828767892532e-05
leaf_weight=931.44012129306793 6333.0987844467163 354.94433379173279 99.810603380203247 101.18442368507385 299.19775152206421 232.42498683929443 109.67158126831055 47.264513254165649 313.65339612960815 302.63739085197449 434.67171633243561
leaf_count=383 3198 208 34 52 130 125 70 29 133 144 274
internal_value=0 0.000211973 0.000369024 0.00234542 0.000220214 0.000737288 -0.000589252 0.00299591 0.000127367 -0.000981194 0.000920027
internal_weight=0 3226.9 2871.96 200.995 2670.96 1629.85 1041.11 346.462 1283.39 535.062 748.325
internal_count=4780 1582 1374 86 1288 835 453 159 676 269 407
is_linear=0
shrinkage=0.06


Tree=336
num_leaves=12
num_cat=0
split_feature=40 50 36 15 74 14 114 144 79 19 48
split_gain=0.0636653 0.178435 0.270146 0.196991 0.230484 0.482594 0.429952 0.416086 0.342371 0.316215 0.259804
threshold=0.0020932231564074759 0.00087947337306104611 0.047455845400691039 0.0032328735105693345 0.00064626874518580746 0.002945306478068233 0.0066005610860884198 0.0045489775948226461 0.00068727668258361529 0.0084566329605877417 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 10 -5 -7 -8 -10 -6
right_child=1 2 -4 4 5 7 8 -9 9 -11 -12
leaf_value=0.00019351426654285963 -0.0009152027979573206 0.00052814551094040971 -0.0039076908545076739 -0.00038501480431506381 -0.0045248292248354681 0.0021614626038321621 -0.0027357165158127727 -0.0024275779618413693 0.0034465863326848044 -0.00022858868886711477 0.00061916818452992196
leaf_weight=3730.9657335281372 872.24372255802155 1975.0806715488434 62.295127272605896 1958.6049972772598 178.27610635757446 166.92427885532379 55.410760045051575 123.78631508350372 269.83361077308655 122.52443552017212 44.053843975067139
leaf_count=1973 353 807 24 1228 99 59 27 53 87 52 18
internal_value=0 -0.000123894 1.53683e-05 6.53782e-05 -0.000247707 -0.00140217 -1.52638e-06 0.000207259 0.00167562 0.00229915 -0.00350575
internal_weight=0 5829.03 4956.79 4894.5 2919.41 513.041 2406.37 290.711 447.769 392.358 222.33
internal_count=4780 2807 2454 2430 1623 229 1394 112 166 139 117
is_linear=0
shrinkage=0.06


Tree=337
num_leaves=12
num_cat=0
split_feature=133 31 5 25 115 73 81 114 73 25 25
split_gain=0.0624207 0.196664 0.265741 0.214053 0.185919 0.257577 0.132638 0.311761 0.279985 0.278507 0.45146
threshold=0.00055427959887310873 0.00060774214216507982 0.010829726699739696 0.0045489775948226461 0.00244467705488205 0.0044099434744566688 0.0013146653072908523 0.04673989117145539 0.00017767510871635753 0.00017767510871635753 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -6 7 8 9 -2 -11
right_child=6 3 -4 -5 5 -7 -8 -9 -10 10 -12
leaf_value=-0.00053629546971330916 -0.00079140665712843796 -0.0023693401383742567 0.0048850169008611364 0.0015769399284781634 0.0039698954893111768 0.00054362450316643141 4.0857740188910143e-05 -0.0047833724709954407 -0.0010626756402095786 0.0055982986790646377 -0.00041773858385808023
leaf_weight=303.54309391975403 162.55349361896515 154.30039465427399 55.86870014667511 72.736163139343262 105.8910311460495 310.21884536743164 7401.3968679904938 62.066157221794128 751.88686966896057 91.089387178421021 88.448598742485046
leaf_count=218 126 80 33 21 36 88 3681 21 376 44 56
internal_value=0 0.000447877 0.000902548 -0.00110492 0.000592742 0.00141628 -5.25015e-05 -0.000650171 -0.000415261 0.00100759 0.00263594
internal_weight=0 1002.56 775.522 227.037 719.653 416.11 8557.44 1156.04 1093.98 342.091 179.538
internal_count=4780 476 375 101 342 124 4304 623 602 226 100
is_linear=0
shrinkage=0.06


Tree=338
num_leaves=12
num_cat=0
split_feature=38 11 46 19 40 60 89 139 71 60 114
split_gain=0.058974 0.313844 0.22832 0.176038 0.159282 0.0883547 0.167694 0.292745 0.578184 0.379627 0.319176
threshold=0.0084566329605877417 0.00747153488919139 0.0053125319536775359 0.0046923852059990176 0.0011980500421486797 0.00017767510871635753 0.00043393640953581786 0.00046126570669002836 0.030689206905663017 0.0013146653072908523 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -3 -1 -7 10 9 -9 -8
right_child=1 4 -4 -5 -6 6 7 8 -10 -11 -12
leaf_value=0.00020165549779412525 -0.00066540967885975546 0.0061479274879653835 0.0021286815002703563 -0.0053328281518820317 0.0015866048145109256 -0.00053024180798771816 0.0009458979657558425 0.0024055454671756504 0.005744054323498656 -0.00016549097827792342 -0.00083028089935337375
leaf_weight=3631.511306643486 108.29776096343994 43.595903873443604 75.717862367630005 39.693235874176025 74.913922905921936 2604.4787179231644 501.79048037528992 279.81670653820038 81.56932008266449 790.91354966163635 1327.7008355855942
leaf_count=1866 52 12 29 23 34 1613 268 78 28 266 511
internal_value=0 0.000773283 -0.000549341 -0.00192003 0.00326834 -2.87347e-05 -0.000178507 0.000128727 0.000877786 0.000506567 -0.000343088
internal_weight=0 342.219 223.709 147.991 118.51 9217.78 5586.27 2981.79 1152.3 1070.73 1829.49
internal_count=4780 150 104 75 46 4630 2764 1151 372 344 779
is_linear=0
shrinkage=0.06


Tree=339
num_leaves=12
num_cat=0
split_feature=35 34 95 17 116 52 50 7 77 53 79
split_gain=0.063516 0.185507 0.290498 0.257168 0.16925 0.151309 0.120946 0.107289 0.132325 0.104532 0.102647
threshold=0.025578102096915249 0.0018488886416889729 0.0012745757703669371 0.00057154725072905432 0.0072436286136507997 0.00017767510871635753 0.0013986918493174019 0.0020292587578296666 0.020035739988088611 0.0014881226234138014 0.020035739988088611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 5 4 7 -2 -5 8 9 -3 -1
right_child=1 3 -4 6 -6 -7 -8 -9 -10 -11 -12
leaf_value=-2.4896012259546263e-05 0.0017053657389196058 -0.0067236435414097535 0.0046598081102763537 0.0018965070872294322 -0.00013237936770886039 -0.0023735396048932263 -0.0012842870223162587 -0.0067290250394088352 -2.5278277754981112e-05 -0.001878632926111468 0.0006872983682198199
leaf_weight=8207.396998167038 58.280518531799316 36.365537285804749 53.2330002784729 84.897018671035767 56.672639608383179 74.455982804298401 87.074778437614441 38.202386260032654 35.220687031745911 28.794259905815125 799.40579581260681
leaf_count=4300 18 26 14 25 28 28 38 19 11 20 253
internal_value=0 -0.000623985 0.000919657 -0.00140575 -0.00289528 -0.000582682 0.00028616 -0.00402424 -0.0029892 -0.00458878 3.83223e-05
internal_weight=0 553.197 185.97 367.227 195.256 132.737 171.972 138.583 100.38 65.1598 9006.8
internal_count=4780 227 60 167 104 46 63 76 57 46 4553
is_linear=0
shrinkage=0.06


Tree=340
num_leaves=12
num_cat=0
split_feature=111 139 139 7 145 1 49 30 8 67 22
split_gain=0.0646956 0.0720519 0.107462 0.244035 0.192765 0.334615 0.17692 0.193414 0.231921 0.204588 0.189295
threshold=0.021960759535431865 0.0058306583669036635 0.0013986918493174019 0.0012357163941487672 0.0016331639490090313 0.0027679565828293566 0.0019672545604407792 0.025578102096915249 0.014293605927377941 0.00044738779251929378 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 -1 8 9 -8 -11
right_child=-2 -3 3 4 5 -7 7 -9 -10 10 -12
leaf_value=3.3875062500629878e-05 0.0020883934460717156 -0.0013974361879914229 -0.0027417361500029426 0.00027460047823215045 0.0048775768836127244 9.3768940693663008e-05 0.00033490749578571197 0.0012348385048145218 0.0015592268388941726 -0.0019168133496317182 -0.0052877672469841897
leaf_weight=8096.6874188184738 53.004030227661133 133.08250069618225 62.753067374229431 315.49533367156982 111.28454875946045 99.810603380203247 111.85442960262299 118.62685608863831 80.307440519332886 302.29648005962372 74.79689359664917
leaf_count=4263 11 35 30 95 29 34 52 32 27 124 48
internal_value=0 -1.16799e-05 8.00851e-06 0.000792258 0.00121384 0.0026168 -4.4614e-05 -0.000968337 -0.00142759 -0.00191838 -0.00258667
internal_weight=0 9507 9373.91 589.344 526.59 211.095 8784.57 687.882 569.255 488.948 377.093
internal_count=4780 4769 4734 188 158 63 4546 283 251 224 172
is_linear=0
shrinkage=0.06


Tree=341
num_leaves=12
num_cat=0
split_feature=105 56 114 0 60 145 42 14 114 133 24
split_gain=0.0608576 0.217968 0.208763 0.207959 0.259525 0.183202 0.175746 0.165149 0.150676 0.132898 0.258424
threshold=0.011169348377734424 0.00042089859198313212 0.00068727668258361529 0.001792412775103003 0.0084566329605877417 0.00093549740267917525 0.00093549740267917525 0.0022272822679951791 0.0038949446752667431 0.013860232196748258 0.031632266007363803
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 -3 8 -4 -7 -5 10 -1
right_child=1 3 6 5 -6 7 -8 -9 -10 -11 -12
leaf_value=4.7721406784924327e-06 -0.00042924861391948889 0.00024852703802849145 -0.0074170578341683094 -0.0038724242903968339 0.0055080784454087147 -0.0014827324041767995 -0.0023098309354709192 0.001719107788713036 0.00034588792622265821 0.00070677539816187053 -0.0029409314602497224
leaf_weight=7654.3579272031784 175.17737782001495 92.122296690940857 32.579898595809937 82.139200925827026 53.2330002784729 94.757996559143066 94.757996559143066 149.14093565940857 48.414452075958252 974.67984867095947 108.63867175579071
leaf_count=3811 105 42 23 51 14 61 61 59 13 468 72
internal_value=0 -0.000493447 -0.00177365 0.000251794 0.00217718 -0.000495985 -0.00362133 0.000475052 -0.00230904 4.64289e-05 -3.64886e-05
internal_weight=0 822.323 302.515 519.808 145.355 374.453 127.338 243.899 130.554 8737.68 7763
internal_count=4780 429 189 240 56 184 84 120 64 4351 3883
is_linear=0
shrinkage=0.06


Tree=342
num_leaves=12
num_cat=0
split_feature=72 127 64 1 23 20 121 65 39 60 72
split_gain=0.0599197 0.168305 0.240872 0.164241 0.259219 0.354405 0.246399 0.245461 0.279508 0.262889 0.281124
threshold=0.0062037324532866487 0.024066280573606495 0.0019071503775194289 0.0012357163941487672 0.0031340263085439806 0.0058306583669036635 0.0035485138650983576 0.011169348377734424 0.0041444667149335155 0.0045489775948226461 0.024066280573606495
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 9 -9 -5 -11
right_child=1 -3 -4 7 5 -7 -8 8 -10 10 -12
leaf_value=-0.00012933996434425366 -0.00014287261592648454 -0.0019958873000002373 -0.0018400491022933275 0.00054306621222419767 0.0013297511780657717 0.0040268638078433576 -0.0011904601548442329 -0.0052455546513387654 -0.00022423101289815184 -0.0023975548896519022 0.0012664705073311513
leaf_weight=5490.5194048881531 717.49047636985779 124.59025454521179 190.10113966464996 1377.8300187587738 818.78175222873688 150.29087448120117 168.29301059246063 66.767676115036011 99.006663918495178 248.14251101016998 108.18582022190094
leaf_count=3156 236 48 52 562 336 43 108 36 39 129 35
internal_value=0 0.000174457 0.000243052 0.000348563 0.000750165 0.00131349 0.000899986 -4.35297e-05 -0.00224857 0.000167376 -0.00128507
internal_weight=0 4069.48 3944.89 3754.79 1854.86 1137.37 987.075 1899.93 165.774 1734.16 356.328
internal_count=4780 1624 1576 1524 723 487 444 801 75 726 164
is_linear=0
shrinkage=0.06


Tree=343
num_leaves=12
num_cat=0
split_feature=75 72 15 111 49 93 0 121 28 115 86
split_gain=0.0582839 0.215423 0.181188 0.172813 0.161533 0.410653 0.536164 0.456908 0.231908 0.468308 0.303205
threshold=0.0020932231564074759 0.00017767510871635753 0.060991313308477409 0.00090704852482303988 0.00017767510871635753 0.0028552538715302949 0.0038949446752667431 0.007706565549597145 0.002945306478068233 0.0046923852059990176 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 8 -6 7 -7 -1 -10 -11
right_child=1 2 -4 -5 5 6 -8 -9 9 10 -12
leaf_value=0.00024715289384450795 -0.0038706956949468812 -5.3246039875514964e-05 -0.003541522920730217 -0.0030793684405435711 -0.00019402391633311828 0.0070889674867283441 -0.0019645071072236578 0.00044471706686396691 4.196309024902992e-05 -0.0069820935381829305 -0.00045544958278906893
leaf_weight=2964.908155798912 54.606820583343506 5515.5687423944473 54.031851172447205 57.705549120903015 318.23788571357727 110.93854939937592 55.064760684967041 56.097670197486877 262.13512694835663 70.436285495758057 40.268205285072327
leaf_count=1955 32 2226 40 26 162 40 38 36 157 53 15
internal_value=0 -0.000123953 -8.71495e-05 0.000177072 0.000225606 0.00118793 0.00316726 0.00485915 6.97869e-05 -0.00134036 -0.00461061
internal_weight=0 5624.21 5569.6 3935.79 3878.09 540.339 222.101 167.036 3337.75 372.84 110.704
internal_count=4780 2298 2266 2482 2456 276 114 76 2180 225 68
is_linear=0
shrinkage=0.06


Tree=344
num_leaves=12
num_cat=0
split_feature=111 134 116 71 32 33 109 115 16 67 146
split_gain=0.0578325 0.0712595 0.077532 0.261583 0.466774 0.253485 0.233863 0.228156 0.20492 0.200206 0.150843
threshold=0.021960759535431865 0.0020932231564074759 0.0092791137285530585 0.010829726699739696 0.002945306478068233 0.00017767510871635753 0.0092791137285530585 0.015675474889576439 0.00070876078098081063 0.0026833302108570938 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 -5 -6 8 10 -9 -4
right_child=-2 -3 3 4 6 -7 -8 9 -10 -11 -12
leaf_value=-7.0606633286053529e-05 0.001974501730914899 -0.0015073848371465392 0.0016798241479998252 0.0044362472064149163 0.0069964549816096408 -0.00020935539508151063 0.0017560979280084367 -0.0045443932842165746 0.0029965398333624497 -0.00015113456041072144 -0.00041238994004198255
leaf_weight=7811.5280803442001 53.004030227661133 113.11122059822083 149.71081650257111 49.101362228393555 70.441374063491821 300.67842400074005 54.377850532531738 72.848103880882263 87.191807746887207 76.521801829338074 721.48473083972931
leaf_count=3882 11 84 82 22 22 196 29 38 24 24 366
internal_value=0 -1.10578e-05 6.9752e-06 0.000389949 0.00156838 0.000443866 0.00471671 -0.000115024 0.000224995 -0.00229535 -5.27014e-05
internal_weight=0 9507 9393.88 1582.36 474.599 349.78 124.819 1107.76 958.387 149.37 871.196
internal_count=4780 4769 4685 803 269 218 51 534 472 62 448
is_linear=0
shrinkage=0.06


Tree=345
num_leaves=12
num_cat=0
split_feature=78 135 65 14 8 129 116 67 72 80 144
split_gain=0.0592063 0.272318 0.308134 0.242018 0.448748 0.198682 0.176661 0.26722 0.202382 0.197982 0.154748
threshold=0.037906534969806678 0.00075379351619631063 0.0084566329605877417 0.00040826165059115743 0.004017772153019906 0.0053125319536775359 0.0044099434744566688 0.0010585968848317864 0.0010263677686452868 0.0046923852059990176 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3 7 8 -5 10 -8
right_child=1 5 -4 6 -6 -7 9 -9 -10 -11 -12
leaf_value=-6.048039147738125e-05 -0.0052063788634112481 -0.0036522664822075525 0.0032533142679649469 -0.00039084900920820437 0.0019398878424560118 0.00021440461358875854 0.0028751927299881211 0.00020540469967218677 0.003577604659466385 -0.0039800985729089881 -0.0010802827841737729
leaf_weight=8213.3654851913452 72.502104520797729 96.01987612247467 149.83293437957764 60.000338196754456 55.985729455947876 95.221025228500366 53.461970329284668 402.68714141845703 201.68702578544617 53.115970969200134 106.12000119686127
leaf_count=4285 49 62 37 25 19 36 17 119 64 28 39
internal_value=0 0.000368724 0.000715878 0.000337503 -0.00209346 -0.0017279 0.000693828 0.0011756 0.00266791 -0.00081087 0.000245822
internal_weight=0 1346.63 1155.39 1005.56 128.488 191.241 877.072 664.375 261.687 212.698 159.582
internal_count=4780 495 397 360 68 98 292 208 89 84 56
is_linear=0
shrinkage=0.06


Tree=346
num_leaves=12
num_cat=0
split_feature=129 18 35 140 144 38 114 97 18 89 123
split_gain=0.0644988 0.190846 0.189115 0.295735 0.148881 0.277049 0.145322 0.0868453 0.247532 0.223282 0.257615
threshold=0.059226244688034065 0.0066005610860884198 0.0081988852471113222 0.0079489401541650313 0.016668972559273246 0.00017767510871635753 0.007706565549597145 0.0051502294372767219 0.024810968898236755 0.0030382014811038975 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 -4 -1 9 -9 -11
right_child=1 -3 6 -5 -6 -7 -8 8 -10 10 -12
leaf_value=3.367393653159836e-05 -0.0046188895202739976 -0.0022886255052688136 0.0042362355019373151 0.0036567538454791012 0.0010566098028855944 0.0002947534386789588 0.00075877355116108294 -0.0010136144091131049 -0.0044180220414931541 0.0031465970775285523 -0.00011864517268436918
leaf_weight=7757.1044327020645 71.932223677635193 71.932223677635193 93.043265461921692 70.670344114303589 107.26994001865387 96.828904151916504 80.882409930229187 686.15719163417816 55.639730095863342 115.29915750026703 353.23977982997894
leaf_count=4132 26 26 23 25 23 26 19 307 30 35 108
internal_value=0 0.000606197 0.00100652 0.000196363 -0.00069058 -0.00180112 0.00262044 -4.00836e-05 -0.000512763 -0.00032422 0.000685373
internal_weight=0 592.559 520.627 346.701 276.031 168.761 173.926 8967.44 1210.34 1154.7 468.539
internal_count=4780 168 142 100 75 52 42 4612 480 450 143
is_linear=0
shrinkage=0.06


Tree=347
num_leaves=12
num_cat=0
split_feature=63 125 100 24 115 50 67 24 40 142 93
split_gain=0.0571128 0.174337 0.187219 0.150429 0.109262 0.14324 0.0940684 0.0937751 0.0850449 0.156425 0.306869
threshold=0.022641776129603389 0.0015833032084628942 0.0016331639490090313 0.031632266007363803 0.0046923852059990176 0.0028552538715302949 0.00044738779251929378 0.019431582652032379 0.0020932231564074759 0.013439828064292671 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 8 5 -5 -7 -4 9 -1 -11
right_child=1 2 7 4 -6 6 -8 -9 -10 10 -12
leaf_value=7.5038255991880399e-05 -0.001644057578132449 0.003963805877288471 -0.0018176999051827999 -0.0038791152948032346 -0.0054416208004073423 -0.001550768814695871 0.0027518626636970755 0.0020605020031867513 -0.00014068445633347076 -0.00016970605715097736 0.0028123224121556602
leaf_weight=3111.2454843521118 68.833495140075684 83.635139107704163 47.264513254165649 43.707844614982605 26.270500779151917 39.118266463279724 34.187777519226074 42.562994360923767 5564.0238952636719 266.72470510005951 232.42498683929443
leaf_count=1620 32 24 29 29 18 31 13 14 2690 155 125
internal_value=0 0.000909222 0.00192278 -2.36708e-05 -0.00195208 -0.00116467 0.000456867 2.01575e-05 6.46766e-06 0.000233243 0.00121914
internal_weight=0 242.296 173.463 9317.7 143.284 117.014 73.306 89.8275 9174.42 3610.4 499.15
internal_count=4780 99 67 4681 91 73 44 43 4590 1900 280
is_linear=0
shrinkage=0.06


Tree=348
num_leaves=12
num_cat=0
split_feature=135 33 77 85 114 71 10 99 143 141 69
split_gain=0.0565502 0.0978888 0.0645741 0.236236 0.285423 0.425605 0.264446 0.282009 0.203079 0.194138 0.232594
threshold=0.1067372113466263 0.0070226341485977182 0.010500331409275534 0.0005375427135732026 0.0019071503775194289 0.0048403022810816774 0.012252715881913902 0.057509137317538268 0.013032016810029747 0.0016331639490090313 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 5 -5 7 -4 -7 10 -6
right_child=1 -3 3 4 9 8 -8 -9 -10 -11 -12
leaf_value=0.00010329712190776281 -0.003693623949152792 0.00017086938493154417 -0.0027992491866220275 -0.0012362415011106041 -0.00049260324074423996 0.0021827409791921855 0.0010851738504808099 0.001920053614385584 0.0065343986273270855 0.00019875490053324789 -0.0035491948812314054
leaf_weight=7173.8514844179153 40.380146026611328 56.555610299110413 336.2451103925705 101.75939309597015 353.35680913925171 114.49521803855896 117.70588731765747 52.658030867576599 58.280518531799316 1034.7107182741165 120.00067639350891
leaf_count=3884 32 42 196 44 94 40 51 22 18 307 50
internal_value=0 -0.00144109 1.47585e-05 -0.000262693 6.22591e-05 0.00184132 -0.00140589 -0.00215992 0.00365357 -0.000261709 -0.00126806
internal_weight=0 96.9358 9463.06 2289.21 1782.6 274.535 506.609 388.903 172.776 1508.07 473.357
internal_count=4780 74 4706 822 553 102 269 218 58 451 144
is_linear=0
shrinkage=0.06


Tree=349
num_leaves=12
num_cat=0
split_feature=87 37 5 129 17 97 108 72 95 24 117
split_gain=0.0588843 0.253852 0.22024 0.369658 0.321491 0.286765 0.262902 0.270574 0.248912 0.302583 0.339112
threshold=0.00062670491752214741 0.037906534969806678 0.0016846025246195497 0.12767273932695392 0.00017767510871635753 0.00057154725072905432 0.0013986918493174019 0.0072436286136507997 0.0011261500185355546 0.00017767510871635753 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 6 -4 7 -2 9 -6 -11
right_child=1 -3 3 -5 8 -7 -8 -9 -10 10 -12
leaf_value=0.00013269302778624371 -0.0014835423467028327 -0.0028624430834837929 -0.00010772143813369853 0.0049976787138855464 -0.0028117802474650604 -0.0020090933751022088 -0.00031919131202141568 -0.00726081638500152 7.0948543590278324e-06 0.0029169694097708528 0.00052963716025892095
leaf_weight=5328.0625940561295 101.18442368507385 122.06140685081482 631.18401741981506 38.548385620117188 59.425368785858154 521.40558397769928 690.27356398105621 40.955115437507629 1162.4658449888229 391.5541068315506 472.87919116020203
leaf_count=2441 52 77 410 8 33 292 392 24 645 144 262
internal_value=0 -0.0001671 -8.69816e-05 -0.000774492 0.000193608 -0.000967959 -0.000803248 -0.0031521 0.000591359 0.00132644 0.00161122
internal_weight=0 4231.94 4109.88 1191.14 2918.74 1152.59 832.413 142.14 2086.32 923.859 864.433
internal_count=4780 2339 2262 710 1552 702 468 76 1084 439 406
is_linear=0
shrinkage=0.06


Tree=350
num_leaves=12
num_cat=0
split_feature=54 12 10 19 55 42 76 44 110 65 150
split_gain=0.0565595 0.140913 0.136631 0.122466 0.104799 0.12429 0.122682 0.213566 0.20949 0.105784 0.0943627
threshold=0.055838862434029586 0.0022272822679951791 0.010500331409275534 0.0011615398107096555 0.010829726699739696 0.00060774214216507982 0.004017772153019906 0.013439828064292671 0.00039601318712811922 0.0016846025246195497 0.010500331409275534
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 10 8 -8 -10 -1
right_child=1 3 -4 -5 5 -7 7 -9 9 -11 -12
leaf_value=7.5890516088734784e-05 0.0039695012442880935 -0.0045651792402211519 -0.00046845746482950418 -0.00052842961806741004 0.00037164881975753424 -0.0031227909606376413 0.0034221729958660912 0.0047747591414459183 -0.0025150898977942815 0.0017430048797811612 -0.00066872859142557653
leaf_weight=8202.4105427265167 28.336319804191589 54.031851172447205 204.99945867061615 54.148880481719971 66.426765322685242 81.56932008266449 52.658030867576599 53.115970969200134 70.436285495758057 29.827169418334961 662.0390077829361
leaf_count=3924 14 40 154 26 16 28 22 28 53 18 457
internal_value=0 -0.000758133 7.19583e-05 -0.00254698 2.80725e-05 -0.00155515 5.39216e-05 0.00150093 0.000361421 -0.00124788 2.02719e-05
internal_weight=0 341.517 233.336 108.181 9218.48 147.996 9070.49 206.037 152.921 100.263 8864.45
internal_count=4780 234 168 66 4546 44 4502 121 93 71 4381
is_linear=0
shrinkage=0.06


Tree=351
num_leaves=12
num_cat=0
split_feature=113 14 113 93 37 94 50 59 35 102 147
split_gain=0.0587462 0.171563 0.422976 0.251434 0.252819 0.319814 0.414389 0.281429 0.353567 0.220477 0.199512
threshold=0.0019071503775194289 0.011880517937242987 0.0034400182776153092 0.0028552538715302949 0.0020932231564074759 0.00043393640953581786 0.021960759535431865 0.031632266007363803 0.011169348377734424 0.0036604277556762104 0.023343417793512348
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 7 -6 10 8 -5 -10 -7
right_child=1 2 -4 4 5 6 -8 -9 9 -11 -12
leaf_value=-0.00010551684421554461 -0.00036886418040108659 0.0054099311246718403 -0.0021314165483224496 -0.00030403944239442169 0.005771562614803446 -0.0011622612434888408 0.0051616486426907309 0.0053170847818078482 0.00054091324751870124 0.0059300575057906939 0.0036379338222161778
leaf_weight=6360.1070810556412 1683.2913709878922 69.408464550971985 43.478874564170837 920.50552535057068 69.637434601783752 157.16506457328796 70.095374703407288 38.202386260032654 53.344941020011902 55.985729455947876 38.777355670928955
leaf_count=2915 976 24 26 597 27 102 33 19 31 19 11
internal_value=0 0.000209667 0.00250604 0.000125614 0.000718561 0.00215462 0.00120604 0.00026706 7.92285e-05 0.00330347 -0.000210923
internal_weight=0 3199.89 112.887 3087.01 1403.71 335.675 266.038 1068.04 1029.84 109.331 195.942
internal_count=4780 1865 50 1815 839 173 146 666 647 50 113
is_linear=0
shrinkage=0.06


Tree=352
num_leaves=12
num_cat=0
split_feature=39 105 101 8 142 7 129 46 115 47 55
split_gain=0.058254 0.206887 0.185177 0.206523 0.199597 0.184622 0.410205 0.456825 0.261252 0.241024 0.239064
threshold=0.0048403022810816774 0.0028552538715302949 0.0087224207818508166 0.000490355829242617 0.00052132029668428015 0.0062037324532866487 0.0028552538715302949 0.096724390983581557 0.0063990866765379914 0.0011980500421486797 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 -3 -8 -7
right_child=1 5 -4 4 -6 10 9 -9 -10 -11 -12
leaf_value=9.0372767515251124e-05 0.0027795107373897949 -0.00031262927253338353 -0.0034023221520027183 0.0013470841687982513 -0.0013924227517976976 -0.0012640705496049724 0.0046211468134671509 0.0058255211447399745 -0.004223881833518444 0.0012779851208193835 0.0011124630321738332
leaf_weight=6966.3689751625061 57.476579070091248 454.0578498840332 101.52533447742462 113.80830788612366 600.7971442937851 526.00025069713593 103.36727201938629 39.693235874176025 71.011254906654358 311.47054779529572 214.42285072803497
leaf_count=3480 23 295 72 31 307 259 34 23 45 151 60
internal_value=0 -0.000242731 -0.000994596 -0.000677592 -0.000956001 0.000139181 0.000679583 -0.000372714 -0.000842297 0.00211193 -0.000575781
internal_weight=0 2593.63 873.607 772.082 714.605 1720.02 979.6 564.762 525.069 414.838 740.423
internal_count=4780 1300 433 361 338 867 548 363 340 185 319
is_linear=0
shrinkage=0.06


Tree=353
num_leaves=12
num_cat=0
split_feature=105 81 26 107 25 40 105 72 17 109 86
split_gain=0.0578399 0.181079 0.275461 0.163126 0.279485 0.196094 0.330275 0.435665 0.370007 0.241232 0.235442
threshold=0.0019672545604407792 0.0018488886416889729 0.00017767510871635753 0.0079489401541650313 0.0051502294372767219 0.0031340263085439806 0.0032328735105693345 0.045367386192083366 0.0033348383149132137 0.0017376682371832433 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -3 7 8 9 -7 -8
right_child=1 3 -4 4 -6 6 10 -9 -10 -11 -12
leaf_value=0.00013498426620463827 -0.001822615901158885 0.00086059262663615256 0.0019498748125969111 -0.00032601832225312194 -0.0039999468424441048 -0.00052095318120285957 -0.0014824145505615859 0.0028392337574011709 -2.5059726032219556e-05 -0.0046171638836937897 0.00046249197221910317
leaf_weight=5205.5076271295547 433.30298459529877 939.23528015613556 82.943140387535095 359.41179406642914 93.954057097434998 69.408464550971985 258.69039905071259 71.474283576011658 172.08373785018921 203.74266767501831 1670.2451666593552
leaf_count=2575 225 423 46 251 66 24 174 20 80 122 774
internal_value=0 -0.000161355 -0.00121625 -1.94437e-05 -0.00108811 0.000123719 -0.000159296 -0.00150633 -0.00220441 -0.00357688 0.000201596
internal_weight=0 4354.49 516.246 3838.25 453.366 3384.88 2445.64 516.709 445.235 273.151 1928.94
internal_count=4780 2205 271 1934 317 1617 1194 246 226 146 948
is_linear=0
shrinkage=0.06


Tree=354
num_leaves=12
num_cat=0
split_feature=77 36 106 140 74 114 142 32 22 132 117
split_gain=0.0566336 0.262881 0.259011 0.369764 0.23385 0.350073 0.30408 0.279093 0.263587 0.187205 0.178617
threshold=0.010500331409275534 0.0030382014811038975 0.0098710241727530974 0.0060143163427710542 0.00044738779251929378 0.0019071503775194289 0.0062037324532866487 0.0042751494329422721 0.00037263428384903824 0.0098710241727530974 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 5 6 7 -3 -7 10 -2
right_child=1 4 3 -5 -6 8 -8 -9 -10 -11 -12
leaf_value=8.1972913733166259e-05 -0.0017087278469769976 -0.0041516206455137795 0.0042969544765209203 -0.0019016468573320163 0.00092516187537865419 -0.0012059084888610151 0.0053692100613143747 0.0024114473214045138 -0.0065544466011665603 -0.003832692401923638 -7.451569244640409e-05
leaf_weight=7269.5253611803055 521.07485032081604 45.54469358921051 78.012651443481445 62.17809796333313 815.01646780967712 91.206416487693787 41.530084848403931 47.610512614250183 52.083061456680298 88.682657361030579 447.53474771976471
leaf_count=3957 210 22 28 38 209 30 16 18 30 28 194
internal_value=0 -0.000260159 -0.00087423 0.00154832 0.000412636 -0.00108987 0.001106 -0.000798326 -0.00315322 -0.00119556 -0.000953745
internal_weight=0 2290.47 1197.48 140.191 1092.99 277.975 134.685 93.1552 143.289 1057.29 968.61
internal_count=4780 823 498 66 325 116 56 40 60 432 404
is_linear=0
shrinkage=0.06


Tree=355
num_leaves=12
num_cat=0
split_feature=130 105 111 29 28 81 124 78 69 24 10
split_gain=0.0592047 0.17919 0.174308 0.187105 0.173675 0.431833 0.269002 0.17966 0.246307 0.261734 0.269918
threshold=0.00043393640953581786 0.011169348377734424 0.00037263428384903824 0.011519505176693203 0.002945306478068233 0.0018488886416889729 0.0005893622583243997 0.037906534969806678 0.00747153488919139 0.00087947337306104611 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -2 -7 8 9 -8 -11
right_child=4 2 -4 -5 -6 6 7 -9 -10 10 -12
leaf_value=0.00013289459462978925 -0.0066635091975318422 -0.0024619965726855788 0.002629270244254224 0.00034555742182179155 0.00022244293598045376 0.0017456676310866122 0.00023303831376469202 0.0011471859199465187 0.00053142207341940709 -0.0077309775116431029 -0.0026647538788018539
leaf_weight=7583.2092887163162 46.002633690834045 256.28366923332214 40.039235234260559 128.14183461666107 870.64602077007294 133.30638217926025 78.816590905189514 89.715566873550415 115.86903834342957 48.755362868309021 169.21397936344147
leaf_count=3904 28 158 12 79 301 69 23 26 58 33 89
internal_value=0 6.57382e-05 -0.00113378 -0.0015263 -0.000339119 -0.00105628 -0.000649508 -0.0012853 -0.0018143 -0.00272997 -0.00380099
internal_weight=0 8007.67 424.465 384.426 1552.33 681.68 635.677 502.371 412.655 296.786 217.969
internal_count=4780 4153 249 237 627 326 298 229 203 145 122
is_linear=0
shrinkage=0.06


Tree=356
num_leaves=12
num_cat=0
split_feature=144 83 8 92 25 40 145 54 123 78 33
split_gain=0.0599751 0.263908 0.254911 0.2836 0.170056 0.165115 0.151581 0.134223 0.117963 0.19659 0.38717
threshold=0.021960759535431865 0.010180860292166473 0.00017767510871635753 0.0034400182776153092 0.017724351026117805 0.0041444667149335155 0.0053125319536775359 0.0031340263085439806 0.0044099434744566688 0.029773407615721229 0.0081988852471113222
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 6 -3 -4 -5 -1 10 -10
right_child=1 5 3 7 -6 -7 -8 -9 9 -11 -12
leaf_value=2.0770855391147325e-05 0.0038536433411097784 -0.00056630178884189931 -0.00030747001343897965 0.00098643058728161738 0.0018873043292401341 -0.0057398191644465789 -0.003241943535956636 0.0041015938466326994 -0.001987946801855689 0.0009243871382801068 0.002560661120388651
leaf_weight=8005.0230622291565 90.748476386070251 60.229308247566223 254.23311591148376 118.85582613945007 90.519506335258484 35.103657722473145 84.322049260139465 85.700958132743835 472.77233898639679 184.02071189880371 78.47059154510498
leaf_count=4227 24 28 69 35 21 25 33 20 214 50 34
internal_value=0 0.000490683 0.000881315 0.000455079 -0.000421425 -0.00247532 -0.00103908 0.00229292 -4.60369e-05 -0.000773296 -0.0013401
internal_weight=0 819.713 724.38 633.631 429.075 95.333 338.555 204.557 8740.29 735.264 551.243
internal_count=4780 255 202 178 123 53 102 55 4525 298 248
is_linear=0
shrinkage=0.06


Tree=357
num_leaves=12
num_cat=0
split_feature=110 29 147 81 146 65 0 12 85 140 28
split_gain=0.0576488 0.0747831 0.0824068 0.0665493 0.260775 0.228502 0.194826 0.185743 0.286323 0.24385 0.398424
threshold=0.13479631394147876 0.034632634371519096 0.0015833032084628942 0.0048403022810816774 0.015675474889576439 0.0030382014811038975 0.0087224207818508166 0.015200819820165636 0.0012357163941487672 0.00060774214216507982 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 7 6 -6 9 -9 10 -1
right_child=1 -3 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=0.0025883434690376081 -0.00024979258906126692 0.00082506997151969282 -0.004103246912045326 -0.00016712968922455635 8.9122911366806073e-06 -0.0059371880141816918 -0.0037193494644933807 -0.0040109815743100555 -0.00018519519090349869 0.00026744206725978569 -0.0017222338459374914
leaf_weight=379.39325129985809 36.594507336616516 39.693235874176025 43.936814665794373 4050.5977938175201 199.38714814186096 37.398446798324585 67.454586267471313 76.17580246925354 918.03774046897888 3614.5013715028763 96.828904151916504
leaf_count=140 29 23 32 2029 96 24 45 35 254 2047 26
internal_value=0 -0.00130503 -0.00235467 1.66249e-05 0.000154739 -0.00155128 -0.000934591 0.000256841 -0.000478698 0.000435614 0.00171171
internal_weight=0 120.225 80.5313 9439.78 5389.18 304.24 266.842 5084.94 994.214 4090.72 476.222
internal_count=4780 84 61 4696 2667 165 141 2502 289 2213 166
is_linear=0
shrinkage=0.06


Tree=358
num_leaves=12
num_cat=0
split_feature=92 78 30 10 35 149 138 21 147 128 116
split_gain=0.0589041 0.346382 0.298078 0.293449 0.20201 0.192684 0.159391 0.15074 0.168614 0.396721 0.218595
threshold=0.00017767510871635753 0.0031340263085439806 0.0095705352723598498 0.0011615398107096555 0.0095705352723598498 0.016164712607860569 0.0020292587578296666 0.0037758676335215573 0.00043393640953581786 0.0070226341485977182 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 6 -5 -3 8 -1 10 -10
right_child=-2 2 -4 5 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.00018115831137226687 7.9575263678671775e-05 -0.0043657870152853159 0.00058836771277002401 -0.0013599577576094513 -0.0070203479423996728 0.0022594394628751768 -3.784454175053507e-05 -0.00055095396488123662 0.0039324380054952266 -0.00098566464763096147 0.00031523398298084564
leaf_weight=266.94858658313751 7436.1697920560837 71.240224957466125 299.89483880996704 559.71991097927094 50.017242431640625 58.392459273338318 53.690940380096436 328.32274508476257 218.89031100273132 133.76941084861755 82.943140387535095
leaf_count=189 3624 48 77 328 34 35 20 232 103 44 46
internal_value=0 -0.000278694 -0.00102282 -0.00163208 -0.00380085 -0.00101773 -0.00250731 0.000510265 0.00100621 0.00173374 0.00293887
internal_weight=0 2123.83 1092.96 793.061 174.948 618.112 124.931 1030.87 702.551 435.603 301.833
internal_count=4780 1156 542 465 102 363 68 614 382 193 149
is_linear=0
shrinkage=0.06


Tree=359
num_leaves=12
num_cat=0
split_feature=101 35 25 19 67 1 46 25 28 0 147
split_gain=0.0551259 0.0894439 0.0999066 0.101611 0.077752 0.213128 0.301128 0.25701 0.289934 0.277564 0.193217
threshold=0.05109804309904576 0.011169348377734424 0.0032328735105693345 0.0019672545604407792 0.0014427106943912806 0.0079489401541650313 0.01884530205279589 0.0020292587578296666 0.0053125319536775359 0.001792412775103003 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 -1 -7 10 9 -9 -8
right_child=1 -3 3 -5 -6 6 7 8 -10 -11 -12
leaf_value=0.00027788429935084408 -0.00037833106666424534 0.0022806999068315367 -0.00071418872273494192 -0.0049157533817595469 -0.0002443669030549316 -0.0017153501644828367 0.00014847294895625025 -0.0013858548193751176 -0.0024108665789219033 0.0038559201146529257 -0.0038965238768102267
leaf_weight=5609.62455534935 187.10417473316193 30.402138829231262 40.268205285072327 42.674935102462769 2709.7896988391876 495.47599399089813 122.74831700325012 47.035543203353882 50.363241791725159 159.58197152614594 64.930827140808105
leaf_count=3070 137 10 15 31 989 294 86 26 23 56 43
internal_value=0 -0.000799737 -0.00114725 -0.00287925 2.59344e-05 0.000137766 -0.000698232 0.000435253 0.00166772 0.00266256 -0.00125229
internal_weight=0 300.449 270.047 82.9431 9259.55 6549.76 940.136 444.66 256.981 206.618 187.679
internal_count=4780 193 183 46 4587 3598 528 234 105 82 129
is_linear=0
shrinkage=0.06


Tree=360
num_leaves=12
num_cat=0
split_feature=103 74 66 72 60 90 77 124 72 103 24
split_gain=0.0561583 0.238526 0.186429 0.286424 0.206853 0.255478 0.168323 0.152295 0.171914 0.143037 0.124252
threshold=0.00087947337306104611 0.0020932231564074759 0.00043393640953581786 0.013032016810029747 0.0025217677466571335 0.00038414125447161501 0.016164712607860569 0.0012745757703669371 0.0054799309000372895 0.004017772153019906 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 10 9 7 8 -2 -6 -4
right_child=1 -3 4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=5.4365179036259117e-05 -0.00058164225463205681 -0.0041826744924249228 0.0013923054954421111 -0.004617507457160031 -0.00092057455244614651 0.0049063758912740504 0.0038938884329894055 -0.0020659257312768712 0.0028629072407387159 0.0029071737143632438 -0.0013491788464782928
leaf_weight=8386.7619882822037 279.67932295799255 56.672639608383179 89.023568153381348 65.963736653327942 89.023568153381348 74.227012753486633 30.402138829231262 187.22120404243469 64.014946937561035 57.934519171714783 179.07495725154877
leaf_count=4056 216 28 48 41 48 25 10 123 31 29 125
internal_value=0 -0.000388815 -0.000195896 -0.000880558 0.00068187 0.00203967 -0.000440663 -0.000689562 6.05701e-05 0.000589369 -0.000438674
internal_weight=0 1173.24 1116.56 627.281 489.284 221.185 561.318 530.915 343.694 146.958 268.099
internal_count=4780 724 696 421 275 102 380 370 247 77 173
is_linear=0
shrinkage=0.06


Tree=361
num_leaves=12
num_cat=0
split_feature=144 34 113 25 72 20 0 66 92 33 106
split_gain=0.0543164 0.208625 0.140614 0.16071 0.136023 0.17149 0.459548 0.192982 0.134835 0.12443 0.115959
threshold=0.021960759535431865 0.00077738583786413084 0.00017767510871635753 0.0095705352723598498 0.024066280573606495 0.00038414125447161501 0.0023699469165876512 0.0003614811430452392 0.0034400182776153092 0.00017767510871635753 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 8 3 9 5 6 -4 -7 -2 -3 -1
right_child=1 2 4 -5 -6 7 -8 -9 -10 -11 -12
leaf_value=-0.00025411255062952274 0.00070333858550185053 -0.00064283322323526273 0.0019154447707912482 0.0006274737860448783 0.0021988172853338703 -0.00071459301973806429 -0.0068472552089389356 0.0033806033534540805 0.0037340256863118825 -0.0043768647913469743 0.00018329632678300146
leaf_weight=4538.3040717840195 116.33206701278687 59.313428044319153 43.824873924255371 90.519506335258484 126.77310287952423 105.8910311460495 42.216995000839233 67.917614936828613 96.828904151916504 70.095374703407288 4201.9826328754425
leaf_count=2128 33 16 15 21 30 36 25 20 26 33 2397
internal_value=0 0.000466948 -0.000100578 -0.0013115 0.000588408 -0.000197805 -0.00238699 0.000886673 0.00208114 -0.00266722 -4.3824e-05
internal_weight=0 819.713 606.552 219.928 386.624 259.851 86.0419 173.809 213.161 129.409 8740.29
internal_count=4780 255 196 70 126 96 40 56 59 49 4525
is_linear=0
shrinkage=0.06


Tree=362
num_leaves=12
num_cat=0
split_feature=27 118 1 72 92 46 0 29 50 53 36
split_gain=0.0638759 0.242758 0.360482 0.322707 0.320028 0.344007 0.329762 0.383718 0.338578 0.392123 0.329434
threshold=0.0028552538715302949 0.0012745757703669371 0.0044099434744566688 0.013032016810029747 0.00068727668258361529 0.029773407615721229 0.0034400182776153092 0.00057154725072905432 0.0016846025246195497 0.0014881226234138014 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 -6 -10 -11
right_child=1 -3 -4 -5 5 -7 7 -9 9 10 -12
leaf_value=-0.00014110223176086738 -0.00029132078803421679 -0.00033213927338232699 -0.00055795025762816564 -0.00015571699861786104 0.0011274208865409573 -0.0014181754157987442 0.0049283913255404981 0.00061621630799528503 0.0013616018684214633 0.0039564692319191798 0.0092204464961067496
leaf_weight=5231.2642135620117 247.56754159927368 1922.7635514736176 714.37648212909698 543.10686087608337 107.95685017108917 87.990658640861511 92.814295411109924 370.7788872718811 69.408464550971985 82.256230235099792 89.715566873550415
leaf_count=2928 137 805 335 188 32 50 20 198 24 37 26
internal_value=0 0.000170471 0.000572136 0.00104939 0.00161923 0.00214421 0.00252993 0.00148042 0.00392187 0.0051707 0.00670638
internal_weight=0 4328.74 2405.97 1691.6 1148.49 900.921 812.93 463.593 349.337 241.38 171.972
internal_count=4780 1852 1047 712 524 387 337 218 119 87 63
is_linear=0
shrinkage=0.06


Tree=363
num_leaves=12
num_cat=0
split_feature=72 83 128 147 16 104 25 65 5 96 114
split_gain=0.0595514 0.21728 0.209559 0.217203 0.181294 0.16931 0.231843 0.437972 0.26852 0.249284 0.350763
threshold=0.0062037324532866487 0.00040826165059115743 0.00017767510871635753 0.0062037324532866487 0.004017772153019906 0.00017767510871635753 0.00077738583786413084 0.0005375427135732026 0.0012745757703669371 0.0030382014811038975 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -3 9 -9 10 -8
right_child=-2 4 3 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.0014674220253736525 0.00017393028722225776 0.00053810399327250706 0.0051713916900309968 0.0010130652386522567 0.0025823703474686559 -0.00014588452700981945 -0.0038024201886760378 0.0006288127596335443 -0.0050167918484632429 -0.0013130415637256111 -0.011730854336747533
leaf_weight=61.720157861709595 4069.4801979064941 161.40864336490631 71.474283576011658 122.98746418952942 82.144289493560791 4664.9754033088684 52.541001558303833 158.5490620136261 37.398446798324585 44.740754127502441 32.579898595809937
leaf_count=32 1624 111 20 27 20 2778 36 58 24 27 23
internal_value=0 -0.000128932 0.00157685 0.00254333 -0.000212446 -0.000257054 -0.00132123 -0.00224224 -0.000450714 -0.00494303 -0.00684722
internal_weight=0 5490.52 256.182 194.462 5234.34 5152.19 487.218 325.809 195.948 129.862 85.1209
internal_count=4780 3156 79 47 3077 3057 279 168 82 86 59
is_linear=0
shrinkage=0.06


Tree=364
num_leaves=12
num_cat=0
split_feature=96 44 56 71 114 53 86 100 93 149 124
split_gain=0.0544682 0.132629 0.204123 0.238939 0.143842 0.207502 0.121258 0.106412 0.105247 0.126973 0.123204
threshold=0.011169348377734424 0.0051502294372767219 0.0003614811430452392 0.012636432424187662 0.0019071503775194289 0.01884530205279589 0.0044099434744566688 0.0021592099219560628 0.0012745757703669371 0.00070876078098081063 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 5 -2 8 -4 10 -10 -3
right_child=1 6 3 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=4.4174341827077888e-05 -0.0013392079457948056 -0.0011284150902858738 0.0012479454674946303 0.0039450336608287196 -0.0037002696650311278 0.0040293894761201073 -0.0048247009573767988 -0.0015402521127710663 0.0022568480144118919 -0.0011753462025989026 -0.0057086594024502698
leaf_weight=8728.9603199958801 132.38541340827942 63.897917628288269 119.88873565196991 81.56932008266449 60.916218400001526 32.121958494186401 33.612808108329773 83.518109798431396 53.919910430908203 137.6619017124176 31.5469890832901
leaf_count=4330 88 45 33 28 37 17 21 38 23 95 25
internal_value=0 -0.000464144 0.000136665 0.00120366 -0.00121214 -0.000289116 -0.00142027 0.000102927 -0.00102004 -0.000208696 -0.00264669
internal_weight=0 831.039 510.4 284.976 225.424 164.507 320.64 203.407 287.027 191.582 95.4449
internal_count=4780 450 241 99 142 105 209 71 188 118 70
is_linear=0
shrinkage=0.06


Tree=365
num_leaves=12
num_cat=0
split_feature=68 80 144 3 81 110 2 74 81 43 76
split_gain=0.0542032 0.19336 0.19241 0.327508 0.223671 0.214025 0.148293 0.301144 0.156168 0.139495 0.119098
threshold=0.015675474889576439 0.0012357163941487672 0.0017376682371832433 0.0011980500421486797 0.00080172589514404546 0.00017767510871635753 0.0070226341485977182 0.00037263428384903824 0.016668972559273246 0.0045489775948226461 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 6 -4 -6 8 -8 -3 -7 -1
right_child=1 2 4 -5 5 9 7 -9 -10 -11 -12
leaf_value=3.2682258086938678e-05 -0.0014910529813741923 -0.00076224102918531148 0.0021148536274265494 0.0043257841703931441 0.0012579154937359717 -0.0048403707807423311 9.9354212189016518e-05 0.0073230449252999416 0.0033370934515826222 -0.00099605730840426052 0.0024714668045773616
leaf_weight=8296.4816291332245 382.01368546485901 345.6430596113205 55.181789994239807 79.503501057624817 47.839482665061951 88.906538844108582 70.436285495758057 29.369229316711426 36.94050669670105 55.064760684967041 72.619133830070496
leaf_count=3976 252 257 24 32 21 62 53 12 18 38 35
internal_value=0 -0.00037874 0.000146694 0.000760203 -0.00124874 -0.00221701 0.000171777 0.00223023 -0.00036566 -0.00337175 5.3873e-05
internal_weight=0 1190.9 808.885 561.893 246.993 191.811 482.389 99.8055 382.584 143.971 8369.1
internal_count=4780 769 517 372 145 121 340 65 275 100 4011
is_linear=0
shrinkage=0.06


Tree=366
num_leaves=12
num_cat=0
split_feature=6 38 20 45 72 46 89 63 36 0 31
split_gain=0.054665 0.100227 0.149276 0.146601 0.0672654 0.209515 0.129864 0.126015 0.070368 0.198738 0.232731
threshold=0.0022272822679951791 0.0013986918493174019 0.0019071503775194289 0.0016846025246195497 0.079227816313505187 0.00087947337306104611 0.0020292587578296666 0.0013146653072908523 0.013439828064292671 0.015675474889576439 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 8 -6 7 -7 -1 10 -10
right_child=1 -3 -4 -5 5 6 -8 -9 9 -11 -12
leaf_value=-5.2872692888289921e-05 -0.00085537385224312697 0.00073660933530418876 0.00083977724744326932 -0.0052046135852730109 -0.0013291683079813324 0.0045294734602221469 0.00015786049131243096 0.0010667527633618664 -0.0013510081367843181 0.0023549460774776806 0.0015991124716274877
leaf_weight=8366.2818824052811 56.789668917655945 90.977446436882019 54.265909790992737 54.835790634155273 114.03727793693542 79.620530366897583 107.26994001865387 72.16119372844696 226.92461705207825 169.79403734207153 167.04130816459656
leaf_count=4409 14 27 12 35 34 18 23 29 84 50 45
internal_value=0 -0.000863287 -0.00174061 -0.00299468 2.38328e-05 0.000813043 0.00175622 0.00288499 -9.14837e-06 0.000639621 -0.00010007
internal_weight=0 256.869 165.891 111.625 9303.13 373.089 259.052 151.782 8930.04 563.76 393.966
internal_count=4780 88 61 49 4692 104 70 47 4588 179 129
is_linear=0
shrinkage=0.06


Tree=367
num_leaves=12
num_cat=0
split_feature=138 98 98 15 83 45 82 82 18 105 66
split_gain=0.0522842 0.247437 0.292322 0.16624 0.249711 0.228042 0.0902176 0.243279 0.249714 0.301636 0.309012
threshold=0.022641776129603389 0.0022975050378590827 0.0062037324532866487 0.00057154725072905432 0.0032328735105693345 0.0016846025246195497 0.0010918468469753864 0.00055427959887310873 0.00017767510871635753 0.0092791137285530585 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 -2 5 -5 7 -1 -9 -10 -11
right_child=1 2 -4 4 -6 -7 -8 8 9 10 -12
leaf_value=-6.9199925402228153e-05 0.00015409152861969462 0.0030660318147575551 -0.001919410406243072 -0.0017253691848975968 -0.00071374535505648693 -0.0071877760588687951 -0.00016929752775249248 -1.250564701091315e-05 0.0020902942837443491 -0.0044539729318531698 0.0012860286754055443
leaf_weight=3349.6745781898499 172.66379582881927 120.11770570278168 65.276826500892639 55.756759405136108 159.8109415769577 54.377850532531738 4111.0051864385605 658.15669405460358 671.47766554355621 55.293730735778809 86.387868285179138
leaf_count=1513 41 36 32 16 59 29 2370 344 270 41 29
internal_value=0 -0.000529142 0.00131058 -0.00129986 -0.00222956 -0.00442645 3.71987e-05 0.000213284 0.000856363 0.00155953 -0.000955669
internal_weight=0 628.004 185.395 442.609 269.946 110.135 8932 4820.99 1471.32 813.159 141.682
internal_count=4780 213 68 145 104 45 4567 2197 684 340 70
is_linear=0
shrinkage=0.06


Tree=368
num_leaves=12
num_cat=0
split_feature=145 99 58 101 59 14 98 24 49 36 4
split_gain=0.0544109 0.127848 0.143728 0.227447 0.126791 0.185971 0.215026 0.256206 0.134672 0.136289 0.180409
threshold=0.00044738779251929378 0.034632634371519096 0.00077738583786413084 0.0060143163427710542 0.000490355829242617 0.021960759535431865 0.00066645268816500913 0.0011980500421486797 0.00096484774257987748 0.0023699469165876512 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 -1 9 10 -6
right_child=-2 2 3 -5 8 -7 -8 -9 -10 -11 -12
leaf_value=0.0004955531042095875 6.3650052527807071e-05 0.0026554494112578245 -0.0040727804660923086 0.0026049727176860773 -0.0029667457110683949 -0.0031413967762474221 -0.0010247205728717826 0.0044788809762626898 0.00069726475367504843 0.00069798134156943894 -0.00085786325793102967
leaf_weight=198.35932719707489 7981.1898226737976 102.33436250686646 37.627416849136353 35.678627133369446 225.99855971336365 52.200090765953064 173.22858810424805 82.144289493560791 150.29087448120117 108.18582022190094 412.7618236541748
leaf_count=67 4039 36 27 17 134 16 95 20 43 35 251
internal_value=0 -0.000321839 0.0012038 -0.000823544 -0.000512882 0.000246626 0.000637011 0.00166323 -0.000941131 -0.00127084 -0.00160435
internal_weight=0 1578.81 175.64 73.306 1403.17 505.932 453.732 280.504 897.237 746.946 638.76
internal_count=4780 741 80 44 661 198 182 87 463 420 385
is_linear=0
shrinkage=0.06


Tree=369
num_leaves=12
num_cat=0
split_feature=99 73 36 39 105 143 52 63 50 70 39
split_gain=0.0527192 0.234749 0.19463 0.240447 0.204222 0.191136 0.312788 0.129504 0.116687 0.106193 0.0981527
threshold=0.023343417793512348 0.0017376682371832433 0.0023699469165876512 0.0031340263085439806 0.0022272822679951791 0.002945306478068233 0.0017376682371832433 0.0046923852059990176 0.028884131461381916 0.00062670491752214741 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 5 8 4 -4 9 -7 -8 -3 -2 -1
right_child=1 2 3 -5 -6 6 7 -9 -10 -11 -12
leaf_value=0.00016376476363966349 0.0002324801140052036 -0.0051068823346354566 -0.00043063002516970772 0.0011704524214993614 -0.0058162580399041194 0.0043316612226347462 -0.0010496504354316019 0.0017703316880197989 -0.0011842462971057262 -0.0033565260325546706 -0.0002892628718259505
leaf_weight=6418.3519796133041 57.359549760818481 72.960044622421265 58.738458633422852 122.87043488025665 44.511784076690674 84.322049260139465 144.65820968151093 98.431694507598877 43.707844614982605 61.374158501625061 2352.7133946418762
leaf_count=3150 37 55 24 41 24 33 109 47 29 43 1188
internal_value=0 -0.000469782 -0.0016503 -0.000622756 -0.00275579 0.000437415 0.00118523 9.2472e-05 -0.0036396 -0.00162396 4.22446e-05
internal_weight=0 788.934 342.789 226.121 103.25 446.146 327.412 243.09 116.668 118.734 8771.07
internal_count=4780 442 173 89 48 269 189 156 84 80 4338
is_linear=0
shrinkage=0.06


Tree=370
num_leaves=12
num_cat=0
split_feature=67 100 102 129 14 105 36 109 107 146 92
split_gain=0.0575546 0.174323 0.355947 0.181747 0.17775 0.254554 0.193592 0.244465 0.221458 0.21535 0.230578
threshold=0.00044738779251929378 0.024810968898236755 0.0036604277556762104 0.12767273932695392 0.00017767510871635753 0.0032328735105693345 0.00037263428384903824 0.0021592099219560628 0.0079489401541650313 0.00017767510871635753 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 -6 9 -8 -11
right_child=1 2 -4 -5 6 -7 8 -9 -10 10 -12
leaf_value=0.00016214018969758293 -0.0051371749229108359 -0.00097234327115796595 0.0041828881438941822 0.0014434206506520777 -0.0037375114425597712 0.00057574411758225209 0.0029977499747841684 -0.00065971880361002499 -0.0015760525698882376 -0.0011332412912138758 0.00020336293250800176
leaf_weight=4319.3170779943466 63.668947577476501 95.215936660766602 97.515814304351807 230.71534430980682 109.78861057758331 50.134271740913391 88.224717259407043 601.5959951877594 319.37764739990234 548.49528992176056 3035.9499498605728
leaf_count=2614 42 67 35 56 56 20 22 333 208 212 1115
internal_value=0 -0.000133671 0.00163685 -0.000201301 -0.000280101 -0.00262214 -0.000223379 -0.00113518 -6.08717e-05 7.09286e-05 -1.19145e-06
internal_weight=0 5240.68 192.732 5047.95 4817.24 113.803 4703.43 711.385 3992.05 3672.67 3584.45
internal_count=4780 2166 102 2064 2008 62 1946 389 1557 1349 1327
is_linear=0
shrinkage=0.06


Tree=371
num_leaves=12
num_cat=0
split_feature=108 110 70 32 46 17 88 94 122 81 45
split_gain=0.0497863 0.121961 0.289733 0.221751 0.305391 0.328175 0.321913 0.284723 0.309122 0.264673 0.251415
threshold=0.00093549740267917525 0.00039601318712811922 0.010500331409275534 0.00077738583786413084 0.0081988852471113222 0.0038949446752667431 0.018276390619575981 0.020658296532928947 0.00037263428384903824 0.011880517937242987 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 -5 7 8 -6 10 -2
right_child=1 -3 -4 4 6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00025946277854600036 0.0028977713063015435 -0.00012571598398948761 -0.0013633502349582767 0.00080007444784597332 0.0043888719580774506 -0.00311246065187832 -0.0020045467439897555 -0.0014327781769528146 0.00024033706885994704 -0.0025694456795061853 -4.1405365795105429e-05
leaf_weight=2082.579581618309 117.4769172668457 4484.5469800233841 311.35351848602295 912.96986794471741 286.46701514720917 84.205019950866699 54.723849892616272 48.526392817497253 83.518109798431396 131.69850325584412 961.93384659290314
leaf_count=833 48 2511 165 374 103 47 18 30 38 79 534
internal_value=0 7.22404e-05 0.000368854 0.000570025 0.00106518 0.000469407 0.0023202 0.00288604 0.00345273 -3.11849e-05 0.000278717
internal_weight=0 7477.42 2992.87 2681.52 1470.41 997.175 473.235 418.512 369.985 1211.11 1079.41
internal_count=4780 3947 1436 1271 610 421 189 171 141 661 582
is_linear=0
shrinkage=0.06


Tree=372
num_leaves=12
num_cat=0
split_feature=46 90 74 63 80 135 18 111 64 111 119
split_gain=0.0558688 0.15263 0.149101 0.417538 0.342395 0.294892 0.312186 0.279906 0.27449 0.244601 0.219996
threshold=0.0016846025246195497 0.00064626874518580746 0.00044738779251929378 0.00085274505545385193 0.011880517937242987 0.00075379351619631063 0.0010585968848317864 0.00073092587990686308 0.00043393640953581786 0.00035067093267571186 0.0003614811430452392
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 -7 10 -5 -10 -8
right_child=1 -3 3 4 -6 6 7 -9 9 -11 -12
leaf_value=0.00020317442162467365 -2.3352126376904374e-06 0.00076654901727740211 0.00065845943883225636 -0.0012895476452944434 -0.0056453420111091165 -0.0043695454385973701 -0.004754166160207597 0.0021358888327196136 0.0033473355751067165 -0.00035107603710120126 0.00082760593521666347
leaf_weight=3226.9008183479309 3980.7975327968597 651.05353391170502 565.59681153297424 455.6860830783844 62.636038064956665 168.86798000335693 68.716465830802917 71.474283576011658 107.26994001865387 160.73191034793854 40.268205285072327
leaf_count=1582 2295 282 172 161 44 100 46 20 23 40 15
internal_value=0 -0.000103557 -0.000203266 -0.000673402 -0.00133672 -0.00108471 -0.0025161 -0.000780251 -0.000393512 0.00112994 -0.00269292
internal_weight=0 6333.1 5682.05 1701.25 1135.65 1073.01 349.327 180.459 723.688 268.002 108.985
internal_count=4780 3198 2916 621 449 405 181 81 224 63 61
is_linear=0
shrinkage=0.06


Tree=373
num_leaves=12
num_cat=0
split_feature=116 47 71 144 60 114 17 60 28 85 36
split_gain=0.0578921 0.157047 0.253268 0.22994 0.249055 0.241383 0.237011 0.197775 0.235004 0.18744 0.16642
threshold=0.0092791137285530585 0.0056525857653468856 0.025578102096915249 0.0027679565828293566 0.00039601318712811922 0.0045489775948226461 0.00017767510871635753 0.0011261500185355546 0.0026012937305495147 0.0012357163941487672 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 5 -5 -3 -7 8 9 -2 -9
right_child=1 3 -4 4 -6 6 -8 10 -10 -11 -12
leaf_value=-6.7985688095940965e-05 -0.001627812335381555 -0.00022149010773370376 0.0042641578991071813 0.0004369856942157504 -0.0037143165314016549 -0.00087926432941359139 0.0039948917552830908 9.2018439977630255e-05 0.0032226760420580036 0.0019463427439122738 -0.0037895405096234672
leaf_weight=7888.7367923259735 105.4280024766922 622.35086047649384 76.979741930961609 91.893326640129089 119.76661777496338 53.690940380096436 108.18582022190094 178.622105717659 157.63318181037903 105.66206109523773 51.050151944160461
leaf_count=3915 61 403 30 39 78 20 35 88 46 33 32
internal_value=0 0.000320748 0.00102696 -0.000158231 -0.00191265 0.000315464 0.0023787 0.000609867 0.0014706 0.000161321 -0.000772025
internal_weight=0 1671.26 675.375 995.888 211.66 784.228 161.877 598.396 368.723 211.09 229.672
internal_count=4780 865 290 575 117 458 55 260 140 94 120
is_linear=0
shrinkage=0.06


Tree=374
num_leaves=12
num_cat=0
split_feature=77 51 55 14 65 102 141 87 149 83 27
split_gain=0.0561627 0.256959 0.32062 0.447292 0.255523 0.332893 0.245211 0.312543 0.264987 0.2425 0.218069
threshold=0.010500331409275534 0.027182282879948619 0.00017767510871635753 0.0022272822679951791 0.00017767510871635753 0.0012357163941487672 0.0018488886416889729 0.000490355829242617 0.0011980500421486797 0.0072436286136507997 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 5 -2 7 -5 -9 -6 -1
right_child=1 -3 -4 6 9 -7 -8 8 -10 -11 -12
leaf_value=-3.8766330376729495e-05 -0.0016876483188067982 0.0025827381682532566 0.00029220877518085502 -0.0022787556305814039 0.00077260114853639882 0.0040125427745736084 -0.0012613126486561864 -0.010982517476437682 -0.0030695572887714218 -0.003989364692730501 0.00097870859387492581
leaf_weight=6409.5595234632492 53.344941020011902 108.98975968360901 1142.9016270637512 160.95579183101654 99.581633329391479 119.08479619026184 481.60549592971802 32.808868646621704 28.565289855003357 62.636038064956665 859.96583771705627
leaf_count=3594 31 30 311 74 31 38 221 26 17 44 363
internal_value=0 -0.000259096 -0.00040119 -0.00116419 0.000641603 0.00224911 -0.00202263 -0.00367045 -0.00731058 -0.00106743 8.16101e-05
internal_weight=0 2290.47 2181.48 1038.58 334.647 172.43 703.935 222.33 61.3742 162.218 7269.53
internal_count=4780 823 793 482 144 69 338 117 43 75 3957
is_linear=0
shrinkage=0.06


Tree=375
num_leaves=12
num_cat=0
split_feature=113 72 113 129 119 103 37 115 21 125 95
split_gain=0.0541897 0.154715 0.232542 0.26746 0.24793 0.212177 0.201953 0.276383 0.222352 0.209747 0.198911
threshold=0.0019071503775194289 0.024066280573606495 0.0026833302108570938 0.0053125319536775359 0.00038414125447161501 0.0013986918493174019 0.00099512818269431613 0.010829726699739696 0.001792412775103003 0.0066005610860884198 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -6 9 8 -8 -2 -3
right_child=1 10 3 4 5 -7 7 -9 -10 -11 -12
leaf_value=-0.00010135393400397952 -0.001027032194345897 -0.0011858318037638637 3.4346023953377259e-05 -0.0035808194190152889 -0.0014302968822030434 0.0034568013771263868 -0.0010570924709753665 0.0048457092321394094 0.0025284323416227042 0.002382766093433714 0.0021330630910167277
leaf_weight=6360.1070810556412 228.40528953075409 84.551019310951233 1835.5005037784576 153.72542524337769 137.89596033096313 41.530084848403931 107.72279155254364 92.239326000213623 147.30408668518066 90.631447076797485 280.38658738136292
leaf_count=2915 150 36 1215 88 67 16 60 28 66 38 101
internal_value=0 0.00020136 5.16526e-05 -0.000249565 -0.00181331 -0.00029783 0.00103193 0.00203293 0.00101409 -5.7939e-05 0.00136401
internal_weight=0 3199.89 2834.95 2168.65 333.151 179.426 666.303 347.266 255.027 319.037 364.938
internal_count=4780 1865 1728 1386 171 83 342 154 126 188 137
is_linear=0
shrinkage=0.06


Tree=376
num_leaves=12
num_cat=0
split_feature=143 93 108 29 129 5 38 86 7 109 73
split_gain=0.0520141 0.393703 0.222998 0.279106 0.202748 0.151989 0.146097 0.135998 0.110804 0.0758594 0.13916
threshold=0.035692447796463973 0.0084566329605877417 0.0016846025246195497 0.0027679565828293566 0.00244467705488205 0.0031340263085439806 0.00064626874518580746 0.00044738779251929378 0.00073092587990686308 0.029773407615721229 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 6 -4 5 -5 8 -6 -2 -1 -11
right_child=1 -3 3 4 7 -7 -8 -9 -10 10 -12
leaf_value=5.4407256240597396e-06 -0.00073277648470795984 0.005910690513801253 0.0059916057745243107 -0.0023171587501423937 0.0042064886050782718 0.0025442003854803772 0.0012851823653202087 0.00010265296818553776 -0.0048894830864301547 -0.00052867687578438951 -0.0048681124339822485
leaf_weight=8695.1287189722061 38.660326361656189 45.54469358921051 34.991716980934143 108.06370234489441 57.24760901927948 29.369229316711426 35.449657082557678 58.967428684234619 57.359549760818481 370.65168082714081 28.565289855003357
leaf_count=4244 25 22 8 80 20 12 14 27 37 274 17
internal_value=0 0.000618403 4.3388e-05 0.000976293 0.000282322 -0.0012772 -0.00200398 0.00212608 -0.00321838 -3.16947e-05 -0.000840319
internal_weight=0 465.654 420.109 288.64 253.648 137.433 131.47 116.215 96.0199 9094.35 399.217
internal_count=4780 245 223 147 139 92 76 47 62 4535 291
is_linear=0
shrinkage=0.06


Tree=377
num_leaves=12
num_cat=0
split_feature=20 13 106 135 30 145 90 87 129 128 30
split_gain=0.0502589 0.25015 0.459544 0.270122 0.250468 0.203856 0.204537 0.192548 0.179754 0.281819 0.306807
threshold=0.00038414125447161501 0.00077738583786413084 0.0054799309000372895 0.00064626874518580746 0.0062037324532866487 0.0023699469165876512 0.00046126570669002836 0.00062670491752214741 0.02636832278221846 0.0030382014811038975 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 -5 7 -7 -3 9 10 -1
right_child=-2 2 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00024910497303337896 -0.0001198334210027344 -5.4740923163357093e-05 -0.005247277397952701 -0.00094908851495628308 -0.0062844724709744636 0.0025099641350647506 -0.0010945009382534372 -0.0031483330987520314 0.0024162467867020424 -0.0007795865017878324 0.0018843350157353221
leaf_weight=1759.8996707201004 5436.3349121809006 439.63273668289185 72.848103880882263 96.711874842643738 47.035543203353882 193.42883825302124 80.078470468521118 86.616838335990906 154.99239337444305 652.76826500892639 539.6519558429718
leaf_count=1172 2648 106 38 40 26 49 24 32 58 320 267
internal_value=0 0.000157938 -0.00065913 -0.000304359 -0.00269803 0.00012616 0.00145462 -0.000564425 0.0004252 0.000320595 0.000632921
internal_weight=0 4123.66 1016.35 943.504 143.747 799.757 273.507 526.25 3107.31 2952.32 2299.55
internal_count=4780 2132 315 277 66 211 73 138 1817 1759 1439
is_linear=0
shrinkage=0.06


Tree=378
num_leaves=12
num_cat=0
split_feature=27 54 69 118 145 12 9 83 100 123 74
split_gain=0.0501232 0.24182 0.397626 0.265005 0.280486 0.263568 0.305753 0.249499 0.228212 0.198055 0.178741
threshold=0.0028552538715302949 0.0062037324532866487 0.0022975050378590827 0.0038949446752667431 0.012636432424187662 0.00087947337306104611 0.000490355829242617 0.0046923852059990176 0.00044738779251929378 0.00082683752407319855 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 4 -2 6 -3 9 -9 -5 -10
right_child=1 2 -4 7 -6 -7 -8 8 10 -11 -12
leaf_value=-0.0001249959306567964 0.00038876573025592204 0.0019666137699834146 -0.0011304933160111044 -0.0016978272115779776 -0.0021634947192266251 0.0012089712082356703 0.0082123436354070642 -0.0052195042008400623 -0.00021364474287872417 0.00078019643234208036 -0.0033053542692653929
leaf_weight=5231.2642135620117 2415.8429927825928 75.371863007545471 228.41037809848785 183.55768322944641 165.54028141498566 545.85959005355835 45.086753487586975 72.273134469985962 169.671919465065 315.61236298084259 111.50843024253845
leaf_count=2928 1021 40 119 75 103 193 16 46 95 81 63
internal_value=0 0.000151005 0.00102951 -7.79112e-05 0.000225016 0.00177 0.00430922 -0.000994964 -0.00221445 -0.000131194 -0.00144047
internal_weight=0 4328.74 894.729 3434.01 2581.38 666.318 120.459 852.624 353.453 499.17 281.18
internal_count=4780 1852 368 1484 1124 249 56 360 204 156 158
is_linear=0
shrinkage=0.06


Tree=379
num_leaves=12
num_cat=0
split_feature=96 145 37 62 92 141 117 29 91 131 73
split_gain=0.0518763 0.117116 0.13399 0.188279 0.115517 0.131215 0.146551 0.108676 0.0820307 0.144903 0.11672
threshold=0.011169348377734424 0.012636432424187662 0.007706565549597145 0.00017767510871635753 0.17555952817201617 0.031632266007363803 0.066585760563611998 0.0013986918493174019 0.0095705352723598498 0.0063990866765379914 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 5 6 7 -2 -1 10 -10
right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=6.2383152419257908e-05 -0.0040073882683928225 -0.0037088774901070914 -0.00090939173785291728 0.0040176839525618143 0.002201997266925521 0.0012581803691598481 0.001796426727473251 -0.0011913432169112987 -0.0010598102034991314 0.00148363561062143 -0.0063074902104616436
leaf_weight=8634.2023234367371 55.639730095863342 37.85638689994812 54.148880481719971 57.476579070091248 48.64342212677002 92.468296051025391 53.344941020011902 431.4610470533371 33.841778159141541 33.154868006706238 27.761350393295288
leaf_count=4269 30 30 26 23 16 31 31 263 24 15 22
internal_value=0 -0.000452971 -0.000297128 0.00162891 -0.000612768 -0.000829414 -0.00118676 -0.00151377 4.3105e-05 -0.00171171 -0.00343106
internal_weight=0 831.039 793.183 111.625 681.557 632.914 540.446 487.101 8728.96 94.758 61.6031
internal_count=4780 450 420 49 371 355 324 293 4330 61 46
is_linear=0
shrinkage=0.06


Tree=380
num_leaves=12
num_cat=0
split_feature=92 147 83 71 113 21 27 2 43 147 96
split_gain=0.0553949 0.169231 0.230764 0.427796 0.342067 0.280479 0.379431 0.399474 0.351184 0.254033 0.194722
threshold=0.017188700847327713 0.05109804309904576 0.00040826165059115743 0.0027679565828293566 0.00017767510871635753 0.0020292587578296666 0.0084566329605877417 0.00017767510871635753 0.00039601318712811922 0.0053125319536775359 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 -5 6 7 -6 9 -8 -4
right_child=1 -3 3 4 5 -7 8 -9 -10 -11 -12
leaf_value=6.9737728430911469e-05 0.0026144654570107585 0.0017897975215537191 -0.0046136611778694213 -0.0020973314520979086 -0.00084191816335850607 -0.0011779358804652436 0.0071832165345441885 0.0036361089312210329 -0.00037675920885417625 0.0024466936083738498 -0.00094410188114571578
leaf_weight=7751.5226535797119 83.406169056892395 129.52583205699921 126.87995505332947 281.86725986003876 414.48673188686371 342.78347826004028 68.146584987640381 86.616838335990906 84.779989361763 101.64745235443115 88.336658000946045
leaf_count=3888 21 35 78 167 227 204 23 32 39 27 39
internal_value=0 -0.000299032 -0.000460275 -0.000621159 -0.000233126 0.00024538 0.000891081 -6.73104e-05 0.00277687 0.0043508 -0.00310861
internal_weight=0 1808.48 1678.95 1595.54 1380.33 1098.46 755.678 501.104 254.574 169.794 215.217
internal_count=4780 892 857 836 719 552 348 259 89 50 117
is_linear=0
shrinkage=0.06


Tree=381
num_leaves=12
num_cat=0
split_feature=57 87 57 24 121 128 123 80 3 31 86
split_gain=0.0538241 0.187219 0.0871342 0.182798 0.304597 0.185322 0.115535 0.0710716 0.103087 0.101348 0.0582308
threshold=0.0046923852059990176 0.0017376682371832433 0.00080172589514404546 0.0095705352723598498 0.00046126570669002836 0.0016846025246195497 0.0013986918493174019 0.0054799309000372895 0.0020932231564074759 0.0068083447404205808 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 4 5 -4 -5 9 -9 -6 -1
right_child=1 -3 3 6 7 -7 -8 8 -10 -11 -12
leaf_value=-6.1773442212625316e-05 0.0035471501497869717 -0.0010908095768991837 -0.0023962931034746892 -0.00044789858948069197 -0.00059079962309221848 -0.0091093060793299013 0.0036237044685197184 -0.00083257477901033116 0.0029983973914044057 -0.0039124270007666051 0.00029528465749632668
leaf_weight=6819.8281193971634 62.753067374229431 62.407068014144897 33.612808108329773 54.835790634155273 132.96038281917572 26.499470829963684 46.119663000106812 71.469195008277893 39.006325721740723 43.936814665794373 2166.5708972215652
leaf_count=3657 30 41 21 35 80 21 14 51 14 32 784
internal_value=0 0.00123556 -1.64227e-05 -0.000832569 -0.00148545 -0.00536582 0.00141388 -0.000672179 0.00052154 -0.00141755 2.43136e-05
internal_weight=0 125.16 9434.84 448.44 347.485 60.1123 100.955 287.373 110.476 176.897 8986.4
internal_count=4780 71 4709 268 219 42 49 177 65 112 4441
is_linear=0
shrinkage=0.06


Tree=382
num_leaves=12
num_cat=0
split_feature=46 24 145 145 128 80 73 1 135 125 17
split_gain=0.0551735 0.170143 0.166461 0.338623 0.294187 0.368705 0.289587 0.245849 0.20196 0.175354 0.205812
threshold=0.0016846025246195497 0.0063990866765379914 0.0087224207818508166 0.0023699469165876512 0.0058306583669036635 0.00050559637020342063 0.00060774214216507982 0.0005375427135732026 0.00057154725072905432 0.0031340263085439806 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 8 -5 -8 -3 -9 -11
right_child=1 2 -4 6 -6 -7 7 9 -10 10 -12
leaf_value=0.00020190449732240373 -0.00026801548828627716 0.004848551408169104 -0.00092408457160604097 -0.00041970686188915347 -0.0049473502206349362 -0.0007027546140174997 0.0058937387836652628 0.0033509184299770531 0.0002547699197855245 0.002095701948224817 -0.0025612391123736103
leaf_weight=3226.9008183479309 4940.6146824359894 79.045560956001282 248.59536254405975 143.97129952907562 43.24990451335907 422.16995000839233 71.932223677635193 168.64409852027893 61.033247709274292 102.79230260848999 51.050151944160461
leaf_count=1582 2444 26 166 100 23 250 26 66 23 42 32
internal_value=0 -0.000102912 0.000482861 0.000788679 -0.000184781 0.000182385 0.00188331 0.00272385 0.00284862 0.00201518 0.000549711
internal_weight=0 6333.1 1392.48 1143.89 605.499 562.249 538.39 394.419 140.079 322.487 153.842
internal_count=4780 3198 754 588 322 299 266 166 49 140 74
is_linear=0
shrinkage=0.06


Tree=383
num_leaves=12
num_cat=0
split_feature=142 112 23 56 14 50 109 56 105 61 0
split_gain=0.0526067 0.214788 0.401964 0.501723 0.26856 0.227266 0.202504 0.176129 0.265073 0.230996 0.22424
threshold=0.013439828064292671 0.00062670491752214741 0.010180860292166473 0.00073092587990686308 0.015200819820165636 0.00244467705488205 0.037906534969806678 0.0015833032084628942 0.0011261500185355546 0.0048403022810816774 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 -4 8 9 -7 -10
right_child=1 2 6 -5 -6 7 -8 -9 10 -11 -12
leaf_value=-6.2876030222221751e-05 -0.0016217264594843043 0.0065115135904434173 -0.00017280628988152562 -0.0012635003730506475 0.0049654975226479971 0.00042696883930798781 0.0041118489388462277 0.0027245813004740708 0.00068395128420659893 0.0050768867601537204 -0.0021804404069311781
leaf_weight=7970.3162895441055 340.60571849346161 95.221025228500366 347.02705705165863 43.478874564170837 35.220687031745911 135.02620184421539 44.740754127502441 91.435386538505554 170.12985956668854 53.690940380096436 233.10680842399597
leaf_count=3881 191 36 213 26 11 76 27 33 101 20 165
internal_value=0 0.000315127 0.00130052 0.00407509 -0.000178446 -0.000355841 0.000317435 0.000275229 -0.000103503 0.00175188 -0.000972053
internal_weight=0 1589.68 530.468 138.7 1059.22 1023.99 391.768 683.389 591.954 188.717 403.237
internal_count=4780 899 302 62 597 586 240 395 362 96 266
is_linear=0
shrinkage=0.06


Tree=384
num_leaves=12
num_cat=0
split_feature=38 11 25 123 102 63 106 79 98 91 118
split_gain=0.0509866 0.260896 0.199584 0.130351 0.127794 0.0747375 0.0721214 0.183165 0.454147 0.296476 0.37528
threshold=0.0084566329605877417 0.00747153488919139 0.022641776129603389 0.0011615398107096555 0.0028552538715302949 0.00042089859198313212 0.0030382014811038975 0.0049928687512874612 0.0037758676335215573 0.00087947337306104611 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -3 -2 -1 -8 9 10 -9
right_child=1 4 -4 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00018203243157766059 0.00065114082786725785 0.0052515026092877773 0.0012504045433479483 -0.006102338235161122 0.0012733117818333663 -0.0029434172398072321 -0.00013540024332787246 7.2121558672117204e-06 -0.001062162169122943 0.00072082635217589244 0.004513096527809379
leaf_weight=4964.9720134735107 40.726145386695862 51.167181253433228 115.29915750026703 25.23759126663208 67.342645525932312 42.445965051651001 2757.0542043447495 101.98836314678192 392.91775000095367 809.48556661605835 191.36301922798157
leaf_count=2235 21 18 35 20 28 28 1717 47 224 354 53
internal_value=0 0.000719024 -0.000486888 -0.00233404 0.00299389 -0.00118463 -2.67061e-05 0.000154631 0.000689204 0.00131322 0.00294709
internal_weight=0 342.219 223.709 108.41 118.51 83.1721 9217.78 4252.81 1495.75 1102.84 293.351
internal_count=4780 150 104 69 46 49 4630 2395 678 454 100
is_linear=0
shrinkage=0.06


Tree=385
num_leaves=12
num_cat=0
split_feature=137 36 150 13 113 98 59 114 105 81 142
split_gain=0.0504878 0.15354 0.242845 0.221357 0.211892 0.227806 0.221107 0.154258 0.133069 0.135433 0.158633
threshold=0.0016846025246195497 0.013439828064292671 0.00043393640953581786 0.0020932231564074759 0.0011980500421486797 0.00066645268816500913 0.0044099434744566688 0.0014881226234138014 0.00052132029668428015 0.0063990866765379914 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 8 6 -6 -2 -4 -10 -11
right_child=1 -3 4 -5 5 -7 -8 -9 9 10 -12
leaf_value=6.1152143134314134e-05 -0.0027067310549853613 0.0010648063379817567 0.0031312344763692115 -0.0010855616805472924 -0.0074186316266336289 -0.00041465831290116525 -0.0015759141105355476 -0.0084974947310505321 -0.001046473231735748 0.0023923805287681776 -0.00090496859481806495
leaf_weight=7988.6338936090469 37.398446798324585 246.20389842987061 72.390163779258728 137.67207884788513 34.070748209953308 554.21954119205475 73.652043342590332 29.827169418334961 154.41742396354675 151.09481394290924 80.419381260871887
leaf_count=4121 24 57 32 33 27 287 33 18 66 38 44
internal_value=0 -0.000310885 -0.000566538 -0.00246522 -0.000219078 -0.000905652 -0.00342903 -0.00528483 0.000772506 0.000329376 0.00124711
internal_weight=0 1571.37 1325.16 204.898 1120.26 661.942 107.723 67.2256 458.322 385.932 231.514
internal_count=4780 659 602 75 527 347 60 42 180 148 82
is_linear=0
shrinkage=0.06


Tree=386
num_leaves=12
num_cat=0
split_feature=35 71 129 33 93 15 73 0 35 10 4
split_gain=0.0525258 0.277556 0.217179 0.168861 0.211568 0.285815 0.183919 0.163552 0.317174 0.256716 0.179676
threshold=0.016164712607860569 0.0068083447404205808 0.0063990866765379914 0.0081988852471113222 0.00068727668258361529 0.0037758676335215573 0.007706565549597145 0.015675474889576439 0.011169348377734424 0.0058306583669036635 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 4 -2 -6 -5 -1 -9 10 -10
right_child=1 2 -4 6 5 -7 -8 8 9 -11 -12
leaf_value=-2.3904949423996371e-05 0.00046106229603674344 -0.0029597238356650819 0.00042325340953935957 -8.949345658632164e-05 -0.0039957493412351875 0.0011096058736678105 0.004984160844552582 -0.00014776486719895643 0.0060308764325681672 0.000338246746445275 0.0018878834679182522
leaf_weight=7819.4250028133392 526.81945586204529 216.24443399906158 99.810603380203247 50.821181893348694 100.72648358345032 64.818886399269104 51.971120715141296 369.6289484500885 83.86410915851593 107.2648514509201 68.604525089263916
leaf_count=4001 161 146 34 29 46 26 13 214 27 54 29
internal_value=0 -0.000387793 -0.00189158 0.000210087 -0.000126938 -0.0019973 0.00247806 5.09938e-05 0.000981419 0.00258781 0.00416916
internal_weight=0 1111.21 316.055 795.157 692.365 165.545 102.792 8448.79 629.362 259.733 152.469
internal_count=4780 455 180 275 233 72 42 4325 324 110 56
is_linear=0
shrinkage=0.06


Tree=387
num_leaves=12
num_cat=0
split_feature=23 108 4 132 75 80 75 36 65 120 61
split_gain=0.0512151 0.243491 0.302096 0.383848 0.322082 0.296998 0.277495 0.25008 0.239668 0.228505 0.242031
threshold=0.0072436286136507997 0.0019672545604407792 0.00046126570669002836 0.0013560238294303419 0.0062037324532866487 0.00062670491752214741 0.0032328735105693345 0.0010918468469753864 0.021960759535431865 0.00046126570669002836 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 9 -5 7 -7 -2 -4 10 -3
right_child=1 2 8 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00013281389041532935 -0.0018124847962864713 -0.001984815056873309 -5.4227099272298377e-05 0.0020036128562523617 0.007810658520709295 0.00059515315787600617 -0.0015041063163765563 -0.0076813323461515041 0.0027539849120890962 0.0053001834236675541 0.0010463575330861838
leaf_weight=4993.3286875486374 131.12353384494781 113.91516005992889 2470.6075434684753 93.155206203460693 54.494879841804504 584.38253283500671 370.20900642871857 32.579898595809937 114.37818872928619 38.202386260032654 563.62257897853851
leaf_count=2125 87 79 1490 40 15 356 175 23 54 19 317
internal_value=0 0.000145208 0.000394704 0.00136636 0.00415072 -0.000624103 -0.000219052 -0.00298447 7.01299e-05 0.00079147 0.000536505
internal_weight=0 4566.67 3448.38 863.39 147.65 1118.29 954.592 163.703 2584.99 715.74 677.538
internal_count=4780 2655 2014 470 55 641 531 110 1544 415 396
is_linear=0
shrinkage=0.06


Tree=388
num_leaves=12
num_cat=0
split_feature=67 14 45 102 108 68 37 133 79 45 95
split_gain=0.0494774 0.192699 0.282719 0.762584 0.489026 0.456437 0.292473 0.213984 0.275744 0.340317 0.341663
threshold=0.00044738779251929378 0.002945306478068233 0.0012357163941487672 0.0014427106943912806 0.00093549740267917525 0.00082683752407319855 0.014293605927377941 0.002945306478068233 0.00082683752407319855 0.00064626874518580746 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 -6 -4 -1 -9 10 -10
right_child=-2 -3 6 4 5 -7 -8 8 9 -11 -12
leaf_value=-0.00095081598685289599 -0.00012392050945243778 -0.0011137114469823317 0.00013271720087427934 0.00099363389126862949 0.011321947045483029 0.0039106047265936132 -0.0023023335096645464 -0.00049198023546680202 0.0019908987869081936 4.2515581503402053e-05 0.0079988271118853257
leaf_weight=316.62491822242737 5240.6825248003006 394.40859961509705 2699.4605959653854 97.515814304351807 47.152572512626648 82.027260184288025 189.97393321990967 226.11050045490265 87.074778437614441 122.98237562179565 55.985729455947876
leaf_count=203 2166 228 1708 35 12 34 128 151 38 58 19
internal_value=0 0.000150349 0.000277398 0.001128 0.00420269 0.00662252 -2.74561e-05 0.000265764 0.00104848 0.00235741 0.004346
internal_weight=0 4319.32 3924.91 1035.47 226.696 129.18 2889.43 808.778 492.153 266.043 143.061
internal_count=4780 2614 2386 550 81 46 1836 469 266 115 57
is_linear=0
shrinkage=0.06


Tree=389
num_leaves=12
num_cat=0
split_feature=113 125 125 25 80 77 11 73 100 95 146
split_gain=0.0492151 0.183876 0.161364 0.156751 0.256157 0.311886 0.529188 0.227134 0.319608 0.297573 0.222177
threshold=0.0019071503775194289 0.027182282879948619 0.04273676127195359 0.0012745757703669371 0.0046923852059990176 0.00082683752407319855 0.0030382014811038975 0.00899649551138282 0.0028552538715302949 0.00066645268816500913 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5 -7 10 -10 -9
right_child=1 2 -4 4 -6 7 -8 8 9 -11 -12
leaf_value=-9.6550563832029394e-05 -0.00017371350964930711 -0.0051195324259015523 -0.00036662643773125749 -0.00054695279618185543 -0.00047737281985969483 0.00015044016939416948 0.0079175063564415945 0.0017770094269104338 -0.0030098274912846038 0.0018357646383810038 0.0065933496813393626
leaf_weight=6360.1070810556412 1464.1466470956802 42.445965051651001 65.047856450080872 47.035543203353882 482.74525761604309 639.68644070625305 61.033247709274292 65.85179591178894 58.967428684234619 200.42514622211456 72.507193088531494
leaf_count=2915 1025 28 29 26 267 335 23 24 27 63 18
internal_value=0 0.000191935 -0.00224641 0.000276763 0.000681824 0.00117034 0.00423636 0.000850576 0.00197625 0.000733486 0.00430396
internal_weight=0 3199.89 107.494 3092.4 1628.25 1145.51 108.069 1037.44 397.752 259.393 138.359
internal_count=4780 1865 57 1808 783 516 49 467 132 90 42
is_linear=0
shrinkage=0.06


Tree=390
num_leaves=12
num_cat=0
split_feature=68 80 80 42 73 128 58 12 58 0 147
split_gain=0.050326 0.163104 0.182969 0.324615 0.276379 0.286399 0.172388 0.132167 0.119868 0.114456 0.13655
threshold=0.015675474889576439 0.0012357163941487672 0.0036604277556762104 0.0051502294372767219 0.0017376682371832433 0.00080172589514404546 0.029773407615721229 0.015200819820165636 0.004017772153019906 0.0023699469165876512 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 9 -6 -4 -11
right_child=1 2 6 4 8 -7 -8 -9 -10 10 -12
leaf_value=5.1947153273251705e-05 -0.0013864947059785565 0.0060987902110376559 -0.00047587589856958875 0.00045723129823358106 -0.0033819875273354534 0.0060594563771653896 0.0033013814331543786 0.0027216315287618741 0.00028671172386482159 -0.0012574307716904814 -0.0050533321445924897
leaf_weight=8369.100762963295 382.01368546485901 42.562994360923767 262.70500779151917 105.5399432182312 64.930827140808105 47.610512614250183 37.169476747512817 32.696927905082703 63.211007475852966 100.95036506652832 51.508092045783997
leaf_count=4011 252 14 180 78 43 18 21 9 36 80 38
internal_value=0 -0.000364906 0.000117673 0.00122181 0.000481961 0.00220164 -0.000619664 -0.000945749 -0.00157344 -0.00123517 -0.00254235
internal_weight=0 1190.9 808.885 323.855 281.292 153.15 485.03 447.86 128.142 415.163 152.458
internal_count=4780 769 517 189 175 96 328 307 79 298 118
is_linear=0
shrinkage=0.06


Tree=391
num_leaves=12
num_cat=0
split_feature=103 43 132 38 7 5 139 24 20 61 87
split_gain=0.0500073 0.208168 0.315962 0.202988 0.205902 0.264615 0.19873 0.13874 0.181631 0.272901 0.133864
threshold=0.00087947337306104611 0.00039601318712811922 0.007706565549597145 0.0011261500185355546 0.00093549740267917525 0.00017767510871635753 0.0015349716995842757 0.0022975050378590827 0.00062670491752214741 0.0042751494329422721 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 7 -5 -6 10 8 -3 -10 -2
right_child=1 2 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=5.1346765671756533e-05 -0.0058616498242025691 -0.00098145927078425077 -0.0044749865124612664 -0.0014073614680243014 0.0070064992100765762 0.0013224965030780877 0.00099469102277828601 -0.00095569456828880706 0.00046334235660467623 0.0053417305534486847 -0.00092859264176110238
leaf_weight=8386.7619882822037 59.079369425773621 148.90178847312927 55.86870014667511 47.951423406600952 43.595903873443604 90.860417127609253 37.515476107597351 447.17348265647888 156.47815442085266 55.985729455947876 29.827169418334961
leaf_count=4056 44 118 33 38 12 41 10 298 93 19 18
internal_value=0 -0.000366859 -8.90106e-05 0.000158693 0.00196608 0.00316931 -0.00266565 -0.000249248 0.000624969 0.00175074 -0.00420957
internal_weight=0 1173.24 1046.82 990.947 182.408 134.456 126.422 808.539 361.366 212.464 88.9065
internal_count=4780 724 652 619 91 53 72 528 230 112 62
is_linear=0
shrinkage=0.06


Tree=392
num_leaves=12
num_cat=0
split_feature=142 93 105 102 36 127 73 23 67 139 63
split_gain=0.0500081 0.293919 0.380433 0.40275 0.277715 0.227827 0.211253 0.210743 0.188142 0.181306 0.163585
threshold=0.013439828064292671 0.0023699469165876512 0.0015349716995842757 0.00073092587990686308 0.0030382014811038975 0.00017767510871635753 0.0027679565828293566 0.011169348377734424 0.0023699469165876512 0.0003614811430452392 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 8 -5 -4 -8 10 -6 -2
right_child=1 2 6 5 9 -7 7 -9 -10 -11 -12
leaf_value=-6.1267819331974548e-05 -0.0010459408947205114 -0.0010710091433406893 -0.00059859898545498301 0.0081505295647160119 0.0041781027670512241 0.0029871366836308247 0.0040847114293375009 -0.00035051177522388142 -0.0048703570292136424 0.00017480056310480399 0.0010159733436171307
leaf_weight=7970.3162895441055 607.78327512741089 45.198694229125977 273.02901434898376 61.033247709274292 71.932223677635193 62.295127272605896 88.911627411842346 68.029555678367615 38.431356310844421 93.730175614356995 179.3090158700943
leaf_count=3881 383 33 191 23 26 24 31 37 22 32 97
internal_value=0 0.000307281 0.00135709 0.00377244 -0.000326684 0.00554695 0.000409728 0.00216317 -0.000776621 0.00191455 -0.000576143
internal_weight=0 1589.68 598.497 168.527 991.186 123.328 429.97 156.941 825.524 165.662 787.092
internal_count=4780 899 339 80 560 47 259 68 502 58 480
is_linear=0
shrinkage=0.06


Tree=393
num_leaves=12
num_cat=0
split_feature=57 70 110 103 113 24 23 111 99 115 49
split_gain=0.0472881 0.133184 0.14603 0.0517972 0.158226 0.18452 0.156245 0.17035 0.192879 0.188828 0.187276
threshold=0.0046923852059990176 0.0010918468469753864 0.0011261500185355546 0.00087947337306104611 0.00050559637020342063 0.0010263677686452868 0.0072436286136507997 0.00035067093267571186 0.0068083447404205808 0.0016846025246195497 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 -6 8 9 10 -8
right_child=1 2 -4 4 6 -7 7 -9 -10 -11 -12
leaf_value=3.6765652210190191e-05 -0.0016989001743946055 0.0048937918051641018 -7.3041506627453633e-05 -0.00054893985017540655 -0.00095770887477336587 -0.0058154090423476737 -4.9847263358105278e-06 0.0034084275528639438 0.0028102249947937249 -0.0020770638945028634 0.0049888500650193584
leaf_weight=8294.9856909513474 39.922205924987793 44.053843975067139 41.184085488319397 59.196398735046387 488.36265671253204 40.151175975799561 224.73159158229828 64.589916348457336 80.648351311683655 151.54257690906525 30.63110888004303
leaf_count=4003 26 18 27 30 294 29 164 23 47 106 13
internal_value=0 0.00115815 0.00249671 -1.53499e-05 -0.000394577 -0.00268108 -0.000176025 0.000515412 0.000131532 -0.000399944 0.000595751
internal_weight=0 125.16 85.2379 9434.84 1139.85 99.3476 1040.51 552.144 487.554 406.905 255.363
internal_count=4780 71 45 4709 706 59 647 353 330 283 177
is_linear=0
shrinkage=0.06


Tree=394
num_leaves=12
num_cat=0
split_feature=73 99 138 23 38 1 0 109 133 96 65
split_gain=0.0473796 0.184246 0.158141 0.180625 0.432285 0.281308 0.197203 0.277969 0.201498 0.193599 0.241845
threshold=0.0012357163941487672 0.023343417793512348 0.00039601318712811922 0.020035739988088611 0.0010263677686452868 0.0012357163941487672 0.0020932231564074759 0.011519505176693203 0.0062037324532866487 0.0005375427135732026 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 6 7 -5 -8 -2 -11
right_child=1 -3 -4 5 -6 -7 8 -9 -10 10 -12
leaf_value=0.00018020981417785797 -0.0035021930005029265 -0.0013874485053898223 0.00014310399944589538 0.00050382709377592852 0.0021841294063962842 -0.0015427424533882852 -0.0016586751823933186 0.0071892379193189112 0.0035973573042558226 -0.00042712757979072153 -0.0033363145101081891
leaf_weight=3390.4058043956757 161.06773257255554 375.13949537277222 4612.7142652273178 42.216995000839233 122.52443552017212 139.72772073745728 71.011254906654358 47.610512614250183 41.530084848403931 419.88024950027466 136.17105209827423
leaf_count=2202 91 193 1736 25 52 91 45 18 16 220 91
internal_value=0 -9.89907e-05 -1.55519e-05 -0.000634797 -0.00110824 0.000527218 0.0019565 0.00405129 0.000282381 -0.00167099 -0.00114003
internal_weight=0 6169.59 5794.45 1181.74 839.643 342.097 202.369 89.8275 112.541 717.119 556.051
internal_count=4780 2578 2385 649 454 195 104 43 61 402 311
is_linear=0
shrinkage=0.06


Tree=395
num_leaves=12
num_cat=0
split_feature=118 64 91 79 77 61 69 74 63 75 70
split_gain=0.0521402 0.186169 0.176795 0.274898 0.456086 0.224222 0.199387 0.181235 0.247861 0.20748 0.17537
threshold=0.0011261500185355546 0.0026012937305495147 0.000490355829242617 0.0013146653072908523 0.0030382014811038975 0.0014881226234138014 0.00073092587990686308 0.00037263428384903824 0.00042089859198313212 0.0042751494329422721 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 10 7 8 -6 -9 -2
right_child=2 -3 -4 4 6 -7 -8 9 -10 -11 -12
leaf_value=0.00016523847317691324 -0.00075439826192048507 -0.0026611306747857037 -0.00042105450814818664 0.00508931404809618 -0.0032464364868585588 -0.0040447870089880362 0.0034193757082022361 0.0032458935236791319 0.00072710930371671831 0.00021084354390049992 0.0034628100961499341
leaf_weight=5384.4350236654282 282.55925858020782 85.125988721847534 2857.8417507410049 89.715566873550415 107.03588140010834 66.650646805763245 78.816590905189514 106.23703050613403 119.54273629188538 341.54195296764374 40.497175335884094
leaf_count=2900 145 28 1391 26 51 50 23 25 44 79 18
internal_value=0 0.000121202 -0.000162003 0.000438608 0.00104784 -0.000879023 0.000565824 0.000231853 -0.0011506 0.000931483 -0.000224836
internal_weight=0 5469.56 4090.44 1232.6 842.89 389.707 753.174 674.358 226.579 447.779 323.056
internal_count=4780 2928 1852 461 248 213 222 199 95 104 163
is_linear=0
shrinkage=0.06


Tree=396
num_leaves=12
num_cat=0
split_feature=114 72 137 25 17 85 5 94 22 102 0
split_gain=0.0506482 0.210095 0.33266 0.44075 0.334955 0.561046 0.329084 0.285672 0.265306 0.251294 0.266816
threshold=0.0021592099219560628 0.0048403022810816774 0.00017767510871635753 0.0045489775948226461 0.0021592099219560628 0.0038949446752667431 0.000490355829242617 0.00066645268816500913 0.00052132029668428015 0.00073092587990686308 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 -2 -5 10 -3
right_child=1 9 3 8 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00013950232295011075 -0.003906383756339101 0.00021165531880660093 -0.002156730629230468 0.001255795097102689 -0.0040583235208361207 -2.3480460456387424e-05 0.0057561408724295703 -0.00074298319563991389 -0.0016810639834026059 0.00035655815681770702 -0.0031070499840228903
leaf_weight=4732.7505460977554 177.70113694667816 185.16556215286255 248.82942116260529 638.3329746723175 160.49276316165924 92.351266741752625 57.476579070091248 243.66996216773987 133.88135159015656 2724.6066085100174 164.74143052101135
leaf_count=2967 107 65 138 193 99 45 23 117 61 888 77
internal_value=0 -0.000136715 -0.000660946 3.88154e-05 -0.0016373 -0.000956467 0.00219604 -0.00207767 0.00074647 0.000162153 -0.00135128
internal_weight=0 4827.25 1752.74 1021.04 731.692 571.199 149.828 421.371 772.214 3074.51 349.907
internal_count=4780 1813 783 392 391 292 68 224 254 1030 142
is_linear=0
shrinkage=0.06


Tree=397
num_leaves=12
num_cat=0
split_feature=67 14 60 60 147 12 28 88 20 37 46
split_gain=0.0490801 0.17091 0.223421 0.148147 0.398809 0.359331 0.406475 0.250329 0.174398 0.165075 0.164294
threshold=0.00044738779251929378 0.00017767510871635753 0.004017772153019906 0.0033348383149132137 0.01884530205279589 0.0019071503775194289 0.00039601318712811922 0.0023699469165876512 0.0019071503775194289 0.00075379351619631063 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 10 5 -5 -7 8 -8 -6 -1
right_child=1 -3 -4 4 9 6 7 -9 -10 -11 -12
leaf_value=0.00083789471112862587 -0.0044240061105577854 -6.7752099960602957e-05 0.00049226576534567917 0.00045371152731200296 -0.00044600940724649974 0.00697600712893364 0.0053599816985190757 -0.001318917245656102 0.00047925816641272516 -0.0051741993213396797 -0.00023789249204016067
leaf_weight=628.20740675926208 74.567923545837402 5106.1142630577087 60.000338196754456 599.4080582857132 57.24760901927948 71.703253626823425 64.589916348457336 65.505796551704407 44.511784076690674 49.55930233001709 2738.5839509963989
leaf_count=371 45 2096 25 382 20 23 23 35 24 28 1708
internal_value=0 -0.000123398 -0.00223324 0.000149768 0.000810358 0.00124671 0.00317555 0.00161177 0.00337099 -0.00264272 -3.71431e-05
internal_weight=0 5240.68 134.568 4319.32 952.526 845.719 246.311 174.607 109.102 106.807 3366.79
internal_count=4780 2166 70 2614 535 487 105 82 47 48 2079
is_linear=0
shrinkage=0.06


Tree=398
num_leaves=12
num_cat=0
split_feature=133 97 102 109 74 129 78 129 75 71 14
split_gain=0.0486753 0.196504 0.219266 0.250017 0.20284 0.268506 0.156517 0.167168 0.21491 0.154073 0.157334
threshold=0.0070226341485977182 0.0051502294372767219 0.013439828064292671 0.0021592099219560628 0.000490355829242617 0.011519505176693203 0.12087306752800943 0.0033348383149132137 0.0027679565828293566 0.0048403022810816774 0.0013560238294303419
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -3 -6 7 8 9 -2 -11
right_child=1 4 -4 -5 5 -7 -8 -9 -10 10 -12
leaf_value=9.5474999921763703e-05 0.00042213318784064787 3.5388696201495583e-05 0.0018798360417565589 0.00012660476884579771 -0.0063058905596426601 -0.0010731361133187009 0.0015334655897884086 -0.00013869143318111441 -0.0044871432196204051 -0.0010974553923216465 -0.0051564617215271941
leaf_weight=6385.7669924497604 104.28315222263336 124.47322523593903 197.78435778617859 2082.6457252502441 60.687248349189758 84.322049260139465 65.393855810165405 193.08283889293671 113.57424926757812 93.72508704662323 54.260821223258972
leaf_count=3158 46 62 75 1129 34 33 18 60 59 63 43
internal_value=0 -0.000192002 -4.81856e-05 -0.000189121 -0.0017416 -0.00326591 -0.00124219 -0.00156715 -0.00232082 -0.00134412 -0.00258822
internal_weight=0 3174.23 2904.75 2706.97 269.483 145.009 624.32 558.926 365.843 252.269 147.986
internal_count=4780 1622 1493 1418 129 67 289 271 211 152 106
is_linear=0
shrinkage=0.06


Tree=399
num_leaves=12
num_cat=0
split_feature=75 72 146 92 13 29 3 49 28 50 95
split_gain=0.0520787 0.172311 0.158213 0.372564 0.219302 0.218151 0.24853 0.2195 0.192142 0.159677 0.158634
threshold=0.0020932231564074759 0.00017767510871635753 0.0056525857653468856 0.4073652476072312 0.00068727668258361529 0.00057154725072905432 0.00073092587990686308 0.00037263428384903824 0.0045489775948226461 0.00017767510871635753 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 8 10 9 -7 -8
right_child=1 -3 3 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00010098359225110321 -0.0034680576923735167 -8.4220359745337852e-05 0.0039141479557637023 0.0062061445663017184 -0.0045551093222145267 0.0035468490629170387 0.00025708280451534128 0.0058470960055348785 -0.0029658679416842159 3.9745006842082605e-05 0.0040270763418239286
leaf_weight=2627.757342338562 54.606820583343506 5569.6005935668945 69.179494500160217 42.791964411735535 29.827169418334961 49.55930233001709 148.79493629932404 46.348633050918579 72.731074571609497 793.84945178031921 54.95281994342804
leaf_count=1685 32 2266 21 17 18 28 70 17 52 553 21
internal_value=0 -0.000117136 0.000167414 0.000706574 0.000520097 0.000642988 0.000448629 0.00212461 -9.07816e-06 0.000246221 0.00127536
internal_weight=0 5624.21 3935.79 1308.03 1265.24 1235.42 1166.24 250.096 916.14 843.409 203.748
internal_count=4780 2298 2482 797 780 762 741 108 633 581 91
is_linear=0
shrinkage=0.06


Tree=400
num_leaves=12
num_cat=0
split_feature=96 44 37 93 9 106 52 62 0 58 87
split_gain=0.0467375 0.0982102 0.157882 0.107803 0.132845 0.111135 0.106661 0.126628 0.126221 0.149466 0.0872234
threshold=0.011169348377734424 0.0051502294372767219 0.007706565549597145 0.0011261500185355546 0.00073092587990686308 0.0035485138650983576 0.0020292587578296666 0.00040826165059115743 0.0020932231564074759 0.001792412775103003 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 10 5 -5 -2 8 -8 -10 -3
right_child=1 3 -4 4 -6 -7 7 -9 9 -11 -12
leaf_value=4.0955155892031309e-05 -0.0017769618679068142 -0.0040352223322760034 0.0023411288897567609 0.0026577684583155839 -0.0020687053896945393 -0.0010603485212111968 -0.0010589669608620845 -0.0013108015073623586 0.0050747855904156938 0.0006558779202109539 -0.00022946273053596207
leaf_weight=8728.9603199958801 137.32099092006683 70.436285495758057 91.664356589317322 60.804277658462524 103.01618409156799 55.064760684967041 55.410760045051575 111.27946019172668 45.890692949295044 68.833495140075684 31.318019032478333
leaf_count=4330 75 53 36 20 76 38 27 60 11 32 22
internal_value=0 -0.000429911 8.71005e-05 -0.00125267 -0.000502049 0.000891407 -0.000406765 0.00026224 0.00129128 0.00242636 -0.00286526
internal_weight=0 831.039 510.4 320.64 218.885 115.869 418.735 281.414 170.135 114.724 101.754
internal_count=4780 450 241 209 134 58 205 130 70 43 75
is_linear=0
shrinkage=0.06


Tree=401
num_leaves=12
num_cat=0
split_feature=138 112 104 86 78 70 123 117 72 45 47
split_gain=0.0482802 0.194566 0.233378 0.252931 0.283851 0.223196 0.147684 0.141553 0.0794611 0.104081 0.0821545
threshold=0.022641776129603389 0.00093549740267917525 0.00075379351619631063 0.0036604277556762104 0.010500331409275534 0.00093549740267917525 0.0031340263085439806 0.0036604277556762104 0.079227816313505187 0.0010263677686452868 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 4 5 -4 -2 -6 10 -10 -1
right_child=1 -3 3 -5 7 -7 -8 -9 9 -11 -12
leaf_value=0.00023434644971730145 -0.0011780462938616415 0.0018633507871618307 -0.0041308855344859112 0.0012424128455345523 -0.0085243624140468963 0.00099078251334293885 0.0018316907880682061 -0.003781504505531769 -0.00057744502754635864 0.0017748994397210269 -0.00014547032031390664
leaf_weight=3353.699364066124 110.25163924694061 103.82521212100983 52.658030867576599 62.870096683502197 34.874687671661377 72.965133190155029 125.28225326538086 65.276826500892639 101.64745235443115 202.49096524715424 5274.1579415798187
leaf_count=1457 31 40 22 16 22 24 26 32 27 59 3024
internal_value=0 -0.00050845 -0.000978503 -0.00212184 -0.0030588 -0.00115767 0.000422953 -0.00543991 3.5773e-05 0.000988781 2.16772e-06
internal_weight=0 628.004 524.179 288.645 225.775 125.623 235.534 100.152 8932 304.138 8627.86
internal_count=4780 213 173 116 100 46 57 54 4567 86 4481
is_linear=0
shrinkage=0.06


Tree=402
num_leaves=12
num_cat=0
split_feature=60 59 50 116 115 93 17 23 101 142 68
split_gain=0.0494995 0.121791 0.225291 0.368204 0.260271 0.246434 0.214328 0.266346 0.352237 0.281568 0.260742
threshold=0.00046126570669002836 0.011169348377734424 0.0013986918493174019 0.0016846025246195497 0.0020292587578296666 0.0014881226234138014 0.00017767510871635753 0.00899649551138282 0.0013146653072908523 0.0079489401541650313 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 -6 10 -8 -9 -10 -2
right_child=1 2 3 -5 5 -7 7 8 9 -11 -12
leaf_value=0.00015410839465268317 -0.00019092511752242508 -0.001335741586333473 -0.00025754531626278628 7.4934054565804997e-05 0.0018180146266497468 0.0060678199062329536 -0.00039830056462884821 -0.00073973860698549126 0.0026927828266177516 8.5988300215979305e-05 -0.0019735979589837038
leaf_weight=4204.0891604423523 695.45337724685669 218.66134095191956 79.040472388267517 718.4979430437088 104.6291515827179 92.697266101837158 1970.9388563632965 338.31092941761017 377.89222455024719 246.41760277748108 513.37127792835236
leaf_count=2145 289 100 57 389 35 34 877 192 198 153 311
internal_value=0 -0.000120949 0.000407648 0.000790924 0.00265165 0.00381649 -0.00027581 1.24318e-06 0.000819254 0.00166405 -0.000948102
internal_weight=0 5355.91 1213.53 994.865 276.367 197.326 4142.38 2933.56 962.621 624.31 1208.82
internal_count=4780 2635 615 515 126 69 2020 1420 543 351 600
is_linear=0
shrinkage=0.06


Tree=403
num_leaves=12
num_cat=0
split_feature=144 99 73 3 25 43 44 21 146 12 45
split_gain=0.0501824 0.205621 0.277185 0.146643 0.124744 0.111044 0.102241 0.0983724 0.190824 0.411997 0.312231
threshold=0.021960759535431865 0.00017767510871635753 0.0053125319536775359 0.0018488886416889729 0.017724351026117805 0.00046126570669002836 0.001792412775103003 0.000490355829242617 0.0063990866765379914 0.0012357163941487672 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 6 5 -5 -3 8 -1 -10 -11
right_child=1 3 -4 4 -6 -7 -8 -9 9 10 -12
leaf_value=-0.00066738978558916349 0.0048272436281463797 -0.00027372216601691599 0.00052229477315103644 -0.001273840425014626 0.0016687407464460755 0.0010191978166106848 -0.0042105275058971509 9.749696484983168e-05 0.0017797558453569859 -0.0030916765202896853 0.00021282987055963747
leaf_weight=1938.9288386106491 78.816590905189514 45.54469358921051 169.56506729125977 202.49096524715424 152.12772345542908 121.60855531692505 49.55930233001709 5902.1618211269379 414.14582109451294 148.10802614688873 336.94219768047333
leaf_count=877 23 22 47 59 36 40 28 3237 207 61 143
internal_value=0 0.000448864 0.00188974 -0.000177765 0.000251938 -0.000413398 -0.00232748 -4.20871e-05 -0.000332359 0.000390058 -0.000796616
internal_weight=0 819.713 248.382 571.331 476.227 324.1 95.104 8740.29 2838.12 899.196 485.05
internal_count=4780 255 70 185 135 99 50 4525 1288 411 204
is_linear=0
shrinkage=0.06


Tree=404
num_leaves=12
num_cat=0
split_feature=16 67 1 33 30 147 125 21 123 89 79
split_gain=0.0507344 0.0518933 0.236943 0.220982 0.26412 0.263024 0.271141 0.342047 0.412316 0.316972 0.254915
threshold=0.012086483649909498 0.0014427106943912806 0.0098710241727530974 0.011519505176693203 0.0095705352723598498 0.0019071503775194289 0.001792412775103003 0.0020292587578296666 0.00038414125447161501 0.00062670491752214741 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 10 8 -8 -9 -7
right_child=-2 2 -4 -5 -6 6 7 9 -10 -11 -12
leaf_value=7.7598565840825555e-05 0.0018067268677172876 0.00085065703348548934 0.0010925851559552239 0.0015194499478216482 2.2454936846421399e-05 -0.0055070505179540021 -0.0030743534355562197 -0.0013864585628866582 0.00064987232593874693 -0.0068182863255720769 -0.001093573370368016
leaf_weight=6811.2035782337189 55.527789354324341 167.95209980010986 410.94532895088196 184.24459338188171 1054.4479397535324 115.7520090341568 150.51475596427917 95.1039959192276 369.64421415328979 65.159797191619873 79.503501057624817
leaf_count=3777 13 88 134 84 286 72 77 50 121 46 32
internal_value=0 -1.05614e-05 -0.00023351 -0.000472319 -0.000647292 -0.00132392 -0.00174104 -0.00117514 -0.000428165 -0.0035978 -0.00371146
internal_weight=0 9504.47 2693.27 2282.32 2098.08 1043.63 875.678 680.423 520.159 160.264 195.256
internal_count=4780 4767 990 856 772 486 398 294 198 96 104
is_linear=0
shrinkage=0.06


Tree=405
num_leaves=12
num_cat=0
split_feature=108 74 113 20 72 32 33 54 129 124 43
split_gain=0.0472498 0.201362 0.185582 0.185275 0.212438 0.234684 0.249946 0.318404 0.279332 0.386903 0.199237
threshold=0.0068083447404205808 0.0036604277556762104 0.00050559637020342063 0.00038414125447161501 0.0048403022810816774 0.00077738583786413084 0.00066645268816500913 0.0031340263085439806 0.0063990866765379914 0.002945306478068233 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 10 7 -7 -8 -10 -5
right_child=1 2 -4 4 -6 6 8 -9 9 -11 -12
leaf_value=0.00042800896915067964 -0.00011624203766581798 -0.00077074785502623353 -0.0065232766000088505 -0.0024588289610291084 0.00019594686587922727 -0.00053094267346729383 -0.0015789843631819874 0.0034417367886054088 0.005512596119566204 -0.0013827625497959306 -0.00048448797458126484
leaf_weight=3091.6507350206375 2797.2206460237503 49.905301690101624 33.841778159141541 383.05168354511261 2041.8636133670807 151.20675468444824 399.4510293006897 139.62086856365204 53.461970329284668 64.589916348457336 354.13530576229095
leaf_count=1472 1653 17 24 219 750 55 263 43 17 23 244
internal_value=0 -0.000203091 -0.00310032 8.76107e-05 -0.000205753 -0.000736437 -3.03339e-05 0.00137679 -0.000821228 0.00174195 -0.00151057
internal_weight=0 2880.97 83.7471 6679.03 3587.38 1545.52 808.331 290.828 517.503 118.052 737.187
internal_count=4780 1694 41 3086 1614 864 401 98 303 40 463
is_linear=0
shrinkage=0.06


Tree=406
num_leaves=12
num_cat=0
split_feature=78 44 124 104 81 147 94 146 49 120 112
split_gain=0.0500174 0.150741 0.299802 0.131817 0.204229 0.13124 0.119016 0.149711 0.107208 0.0984559 0.0915474
threshold=0.00068727668258361529 0.00090704852482303988 0.0018488886416889729 0.00046126570669002836 0.00080172589514404546 0.01884530205279589 0.0054799309000372895 0.0056525857653468856 0.0012745757703669371 0.00046126570669002836 0.015923793427646164
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 8 -8 -3 -5 -2
right_child=10 6 5 9 -6 -7 7 -9 -10 -11 -12
leaf_value=-7.8138276032918978e-05 -3.1803185415857378e-05 -0.00028100123915001648 0.0053847231529027748 -0.0010354335459095473 0.0048582786486335468 0.0016545586176372924 0.0003267893103256002 0.0054618367382241366 -0.0040921502965871265 0.0027171424655931574 -0.0017843398410331934
leaf_weight=78.582532286643982 8131.2924356460571 692.89399814605713 69.637434601783752 206.49030828475952 48.872392177581787 66.426765322685242 72.731074571609497 28.336319804191589 27.532380342483521 28.565289855003357 108.63867175579071
leaf_count=51 3831 504 27 158 19 16 52 14 19 17 72
internal_value=0 0.00034287 0.00116577 0.000264059 0.00181705 0.0035662 -0.000156638 0.00177048 -0.000427199 -0.000578438 -5.49307e-05
internal_weight=0 1320.07 498.575 362.511 127.455 136.064 821.494 101.067 720.426 235.056 8239.93
internal_count=4780 877 288 245 70 43 589 66 523 175 3903
is_linear=0
shrinkage=0.06


Tree=407
num_leaves=12
num_cat=0
split_feature=133 58 118 109 95 124 93 146 70 102 97
split_gain=0.0482733 0.190787 0.19659 0.188454 0.226121 0.221538 0.185072 0.244763 0.230963 0.167676 0.319669
threshold=0.0070226341485977182 0.0027679565828293566 0.0012745757703669371 0.00099512818269431613 0.00899649551138282 0.00087947337306104611 0.00082683752407319855 0.00899649551138282 0.0013986918493174019 0.0056525857653468856 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 -3 -5 -6 7 -4 -9 -2 -11
right_child=1 2 6 4 5 -7 -8 8 -10 10 -12
leaf_value=9.5067487310208939e-05 -0.0010065150010604947 -0.0028172667573187178 -0.0015854372876448694 0.00066071629582929974 0.00089610666809391832 0.0062555506682607136 -0.0013615107542357652 0.0040140828794825055 -0.00066031359744043365 0.00130997258529909 -0.0031016748848883315
leaf_weight=6385.7669924497604 1199.0756180286407 48.526392817497253 102.44630324840546 789.04616928100586 56.097670197486877 54.95281994342804 389.47302210330963 96.48290479183197 62.753067374229431 301.95556926727295 73.423073291778564
leaf_count=3158 581 30 53 459 36 21 241 37 30 104 30
internal_value=0 -0.00019122 0.000270241 0.000821265 0.00101772 0.00355144 -0.000532509 0.000701378 0.0021727 -0.000660091 0.00044647
internal_weight=0 3174.23 1599.78 948.623 900.097 111.05 651.155 261.682 159.236 1574.45 375.379
internal_count=4780 1622 907 546 516 57 361 120 67 715 134
is_linear=0
shrinkage=0.06


Tree=408
num_leaves=12
num_cat=0
split_feature=52 25 40 40 92 70 7 62 148 138 114
split_gain=0.045731 0.140223 0.237436 0.169107 0.188828 0.170541 0.225674 0.196886 0.160322 0.161594 0.1092
threshold=0.012636432424187662 0.0051502294372767219 0.00099512818269431613 0.011519505176693203 0.0041444667149335155 0.00046126570669002836 0.0015833032084628942 0.00040826165059115743 0.0028552538715302949 0.0014881226234138014 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 10 -6 7 -7 -4 -10 -2
right_child=1 2 8 -5 5 6 -8 -9 9 -11 -12
leaf_value=4.571143638406362e-05 -0.00021948199463145497 0.0023811488207498401 -0.0050639270021728714 -0.002073578268597579 -0.00024942689957746338 0.0055748941730449052 -0.00082965900319698668 0.0010021070158758806 -0.0038514190821562766 0.00010447575053456904 -0.0037000214412229782
leaf_weight=8526.0317689180374 294.93890702724457 45.086753487586975 59.079369425773621 116.66788923740387 129.86165428161621 86.845808386802673 51.85409140586853 55.639730095863342 59.883308887481689 97.744784355163574 36.365537285804749
leaf_count=4141 214 16 44 84 86 35 27 30 39 38 26
internal_value=0 -0.000376801 -0.00157652 3.00986e-05 0.000404773 0.00143401 0.00255846 0.0037912 -0.00240065 -0.00139987 -0.000602524
internal_weight=0 1033.97 261.794 772.174 655.506 324.201 194.34 142.486 216.707 157.628 331.304
internal_count=4780 639 137 502 418 178 92 65 121 77 240
is_linear=0
shrinkage=0.06


Tree=409
num_leaves=12
num_cat=0
split_feature=102 20 92 142 124 98 84 96 92 23 118
split_gain=0.0437507 0.15866 0.265413 0.192847 0.229517 0.276657 0.280796 0.261774 0.224905 0.268689 0.201972
threshold=0.0022272822679951791 0.088838413357734694 0.4073652476072312 0.0056525857653468856 0.028884131461381916 0.0019672545604407792 0.000490355829242617 0.00093549740267917525 0.0020932231564074759 0.030689206905663017 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -7 9 -8 -9
right_child=1 -3 -4 4 -6 7 8 10 -10 -11 -12
leaf_value=0.00012273007679373862 0.00010556536349093323 -0.003605812103343725 0.0037105726807599511 -0.0034719359511139339 -0.0029655565217948402 0.0037782096469225874 -0.00042775668122411206 0.00071737498218712244 -0.0020907812695186469 0.0044386950904892484 -0.001862318249420368
leaf_weight=4994.2649142742157 3111.9883687496185 46.806573152542114 64.818886399269104 168.06404054164886 150.05681586265564 73.652043342590332 178.16416561603546 372.95664703845978 191.92781150341034 52.887000918388367 154.41233539581299
leaf_count=2712 1288 23 26 105 71 33 82 211 107 25 97
internal_value=0 -0.000134237 -9.81994e-05 -0.000153709 -0.000754854 -0.000476346 -0.00139798 0.000430065 -0.000573294 0.0006876 -3.81627e-05
internal_weight=0 4565.73 4518.93 4454.11 1342.12 1192.06 591.043 601.021 422.979 231.051 527.369
internal_count=4780 2068 2045 2019 731 660 319 341 214 107 308
is_linear=0
shrinkage=0.06


Tree=410
num_leaves=12
num_cat=0
split_feature=82 5 82 94 42 87 46 110 109 104 71
split_gain=0.0501053 0.186436 0.229811 0.252795 0.190318 0.211708 0.246773 0.276208 0.387914 0.220385 0.214199
threshold=0.0010918468469753864 0.014740333426743748 0.00055427959887310873 0.020658296532928947 0.00075379351619631063 0.00017767510871635753 0.012636432424187662 0.00044738779251929378 0.004017772153019906 0.0015833032084628942 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 -9 10 -7
right_child=-2 -3 3 -5 5 9 -8 8 -10 -11 -12
leaf_value=-8.7903837298970746e-05 -0.00015217942169881395 -0.0023452998269181623 -0.00033308678165415656 -0.0024803205045857146 0.0045073500196593378 0.00035917535367570471 -0.00069430526712410689 -0.0019584273251865903 0.0034039368205686419 6.1815405422392601e-05 0.0049526036771050221
leaf_weight=3601.1549649238586 4291.8101404905319 107.72279155254364 319.73382389545441 80.877321362495422 195.60659801959991 71.932223677635193 83.289139747619629 78.47059154510498 127.114013671875 528.06098115444183 74.227012753486633
leaf_count=1577 2440 60 135 50 62 26 35 34 50 286 25
internal_value=0 0.000123984 0.000175574 0.00078403 0.000962761 0.00132034 0.00227697 0.00289384 0.00135719 0.000632686 0.00269374
internal_weight=0 5268.19 5160.47 1559.31 1478.43 1158.7 484.48 401.191 205.585 674.22 146.159
internal_count=4780 2340 2280 703 653 518 181 146 84 337 51
is_linear=0
shrinkage=0.06


Tree=411
num_leaves=12
num_cat=0
split_feature=37 46 38 92 127 58 46 121 13 108 116
split_gain=0.0458836 0.166224 0.374108 0.142289 0.215495 0.202215 0.198362 0.199997 0.168814 0.159698 0.201711
threshold=0.00038414125447161501 0.096724390983581557 0.00044738779251929378 0.021960759535431865 0.024066280573606495 0.0013560238294303419 0.21471316367387774 0.00046126570669002836 0.0005893622583243997 0.0016846025246195497 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 9 7 -7 -9 10 -5
right_child=3 2 -4 5 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00022131118226087506 0.000354542277194348 0.00019462334106606238 0.0070513272583430887 -0.0034326556941853851 -0.001882064947485421 0.00053787686446346529 0.0033915355946937875 -0.00098562305832149448 -0.005536612815370625 -0.0032415275317265913 0.00084793228588458329
leaf_weight=4109.5499567985535 4107.7436392307281 129.17474412918091 36.711536645889282 58.967428684234619 161.06773257255554 409.44939076900482 58.738458633422852 189.1699937582016 34.645717620849609 144.43432819843292 120.34667575359344
leaf_count=2149 1970 77 15 27 91 161 24 133 19 75 39
internal_value=0 -0.000146129 0.00171538 0.000118239 0.00027011 -0.000519979 5.91204e-05 -0.000250464 -0.00169225 -0.00175743 -0.000560867
internal_weight=0 4275.44 165.886 5284.56 4268.81 1015.75 692.004 633.265 223.816 323.748 179.314
internal_count=4780 2241 92 2539 2061 478 337 313 152 141 66
is_linear=0
shrinkage=0.06


Tree=412
num_leaves=12
num_cat=0
split_feature=46 24 4 44 95 149 150 29 128 94 141
split_gain=0.0420643 0.135518 0.235972 0.218021 0.338779 0.284911 0.206746 0.592374 0.187485 0.155047 0.268571
threshold=0.0016846025246195497 0.0063990866765379914 0.0060143163427710542 0.0070226341485977182 0.0058306583669036635 0.0019071503775194289 0.0036604277556762104 0.0017376682371832433 0.00060774214216507982 0.0098710241727530974 0.016668972559273246
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -5 9 -8 -9 -3 -11
right_child=1 2 -4 4 -6 -7 7 8 -10 10 -12
leaf_value=0.00017631917326726781 -0.00023718205032859454 0.0012661290886923906 -0.0024654131235531704 -0.0039822141262078076 0.0021605932010494563 -0.00023871157954791997 0.0080858466131995075 -0.0007962734791185555 0.0026558497741471796 -0.0026086323561498818 0.0023864405909784546
leaf_weight=3226.9008183479309 4940.6146824359894 347.38323354721069 94.183027148246765 103.82012355327606 138.1249303817749 247.56245303153992 55.756759405136108 97.73969578742981 134.45632100105286 115.1770396232605 58.280518531799316
leaf_count=1582 2444 140 69 71 70 168 16 69 53 80 18
internal_value=0 -8.98332e-05 0.000432949 0.000643379 -0.000356008 -0.00134559 0.00124821 0.00253809 0.00120301 0.000534734 -0.000929915
internal_weight=0 6333.1 1392.48 1298.3 489.508 351.383 808.794 287.953 232.196 520.841 173.458
internal_count=4780 3198 754 685 309 239 376 138 122 238 98
is_linear=0
shrinkage=0.06


Tree=413
num_leaves=12
num_cat=0
split_feature=82 46 132 143 25 28 12 147 8 35 88
split_gain=0.046369 0.133894 0.148318 0.190437 0.165091 0.164734 0.14069 0.132128 0.129668 0.143416 0.271934
threshold=0.0020292587578296666 0.040252277627587325 0.007706565549597145 0.035692447796463973 0.0032328735105693345 0.00096484774257987748 0.0019071503775194289 0.0038949446752667431 0.0053125319536775359 0.0014427106943912806 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 -4 -5 -3 -2 10 -10
right_child=1 7 4 6 -6 -7 -8 -9 9 -11 -12
leaf_value=8.6821840769257263e-05 -0.00048792419658214942 -0.0005585100764042137 -0.0067633992799251731 0.00042860020787021232 -0.00021848067319395968 -0.0014872712255494397 0.0054141692178534661 -0.0037391644190124915 -1.9946978089627603e-05 7.9908266932397526e-05 0.0042670458285704732
leaf_weight=6677.7750859260559 1206.8402454853058 134.33420312404633 35.103657722473145 41.184085488319397 130.21274220943451 54.148880481719971 40.268205285072327 72.273134469985962 126.53395569324493 949.43208026885986 91.893326640129089
leaf_count=3054 807 98 25 27 44 26 15 46 89 510 39
internal_value=0 -0.000201122 -8.74537e-05 4.61062e-05 -0.00158153 -0.00356766 0.00289697 -0.0016724 -5.17964e-05 0.000398892 0.00178474
internal_weight=0 2882.22 2675.62 2456.15 219.465 89.2525 81.4523 206.607 2374.7 1167.86 218.427
internal_count=4780 1726 1582 1487 95 51 42 144 1445 638 128
is_linear=0
shrinkage=0.06


Tree=414
num_leaves=12
num_cat=0
split_feature=6 111 67 17 47 100 67 53 14 125 140
split_gain=0.0460323 0.0897603 0.141848 0.110749 0.0850563 0.104178 0.0766255 0.128122 0.110635 0.226984 0.0950465
threshold=0.0022272822679951791 0.0031340263085439806 0.0016331639490090313 0.0010585968848317864 0.0056525857653468856 0.00017767510871635753 0.013860232196748258 0.00017767510871635753 0.037906534969806678 0.001792412775103003 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 5 -2 8 -8 10 -10 -1
right_child=4 2 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=0.0005095668462216336 -0.00024485262772991215 0.0022853013837279799 0.0015387781172095218 -0.001643688286193907 0.00074873546500295188 -0.0032251299081387146 -0.00058961329458766297 0.0028356297983017039 -0.0042427865015650093 0.00020980544155581803 -8.3249898310417685e-05
leaf_weight=1117.9947694540024 95.338054537773132 158.20815122127533 69.983433961868286 89.715566873550415 85.812898874282837 75.717862367630005 71.474283576011658 87.191807746887207 67.800585627555847 104.85812163352966 7535.9040669202805
leaf_count=373 22 38 16 26 37 29 20 24 34 38 4123
internal_value=0 2.18878e-05 0.00101254 -0.000248975 -0.000792177 -0.00156519 -1.31735e-05 0.00129326 -3.66724e-05 -0.00154011 -6.65907e-06
internal_weight=0 9303.13 317.907 159.699 256.869 171.056 8985.22 158.666 8826.56 172.659 8653.9
internal_count=4780 4692 80 42 88 51 4612 44 4568 72 4496
is_linear=0
shrinkage=0.06


Tree=415
num_leaves=12
num_cat=0
split_feature=133 146 71 97 109 116 40 74 43 127 65
split_gain=0.0458931 0.162276 0.228224 0.151431 0.194234 0.175506 0.207932 0.164461 0.167908 0.399503 0.163284
threshold=0.0070226341485977182 0.021960759535431865 0.0092791137285530585 0.0051502294372767219 0.0021592099219560628 0.010829726699739696 0.015675474889576439 0.000490355829242617 0.00064626874518580746 0.0014881226234138014 0.041476719081401832
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 10 -5 9 -9 -2
right_child=3 2 -4 7 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00013584795926303568 -0.0030469513507119482 -0.0048188739253207631 0.00028187788613774964 5.3284785600442101e-05 0.00020539786506196505 0.0013883033036023778 -0.00012589268700569423 -0.0084124176581269975 -0.00017248741847022134 -0.0005657769006672394 0.00077218815546366423
leaf_weight=6258.4290972948074 254.451908826828 57.588519811630249 69.749375343322754 124.47322523593903 2246.4712755680084 97.057874202728271 258.92954623699188 46.002633690834045 51.625121355056763 47.381542563438416 47.839482665061951
leaf_count=3074 134 40 44 62 1194 29 115 28 24 15 21
internal_value=0 9.26896e-05 -0.00202691 -0.000186451 -6.02005e-05 -0.000966487 -0.0013739 -0.00154677 -0.00291932 -0.00443603 -0.00244249
internal_weight=0 6385.77 127.338 3174.23 2904.75 658.279 561.221 269.483 145.009 93.3842 302.291
internal_count=4780 3158 84 1622 1493 299 270 129 67 43 155
is_linear=0
shrinkage=0.06


Tree=416
num_leaves=12
num_cat=0
split_feature=144 99 132 65 25 96 13 46 114 81 73
split_gain=0.0446297 0.176034 0.284726 0.169062 0.168231 0.138247 0.12947 0.120376 0.0839644 0.270807 0.225815
threshold=0.021960759535431865 0.00017767510871635753 0.0022272822679951791 0.00099512818269431613 0.0045489775948226461 0.00080172589514404546 0.0013986918493174019 0.0053125319536775359 0.0021592099219560628 0.0018488886416889729 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 6 -6 -3 -5 -1 10 -10
right_child=1 3 -4 7 5 -7 -8 -9 9 -11 -12
leaf_value=0.00013519411640690505 0.004296112384138108 -0.0044013121800884174 0.0001320942231246694 -0.00036390635788508463 -0.0018692273837056096 0.0017368311808899888 -0.00062236898010163721 0.0021088134398317025 -0.0025786968284937099 3.2542915133227065e-05 -0.00053974513439046295
leaf_weight=4637.8755202293396 96.828904151916504 74.567923545837402 151.55275404453278 140.42480802536011 67.917614936828613 87.420777797698975 58.051548480987549 142.94856715202332 272.80513286590576 3139.5360147953033 690.07003676891327
leaf_count=2920 26 45 44 38 20 27 15 40 157 1214 234
internal_value=0 0.000423285 0.00175647 -0.000156511 -0.00118018 0.000159989 -0.00274887 0.000883769 -3.97071e-05 -0.000237436 -0.00111764
internal_weight=0 819.713 248.382 571.331 287.958 155.338 132.619 283.373 8740.29 4102.41 962.875
internal_count=4780 255 70 185 107 47 60 78 4525 1605 391
is_linear=0
shrinkage=0.06


Tree=417
num_leaves=12
num_cat=0
split_feature=108 138 140 72 128 73 136 94 15 78 48
split_gain=0.0448326 0.231892 0.209862 0.200837 0.12686 0.128769 0.117824 0.153132 0.10881 0.240666 0.207476
threshold=0.0068083447404205808 0.016668972559273246 0.0019672545604407792 0.045367386192083366 0.015675474889576439 0.0044099434744566688 0.00040826165059115743 0.055838862434029586 0.011169348377734424 0.0079489401541650313 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 6 7 -2 -1 -10 -11
right_child=1 -3 -4 -5 -6 -7 -8 -9 9 10 -12
leaf_value=0.00020420370513943919 -0.0030703907786827434 -0.0028440718853451679 0.00013870821032162039 0.001907464654846558 0.0013856626019691188 -0.0042744296092055252 0.00056634255176350127 0.0015634544621695042 7.741358148503185e-05 -0.0023689448099288943 0.0019904820845344381
leaf_weight=5382.242005944252 156.81906521320343 114.37818872928619 2327.323154091835 60.804277658462524 40.039235234260559 80.648351311683655 70.324344754219055 30.63110888004303 958.70791161060333 292.76623582839966 45.315723538398743
leaf_count=2281 113 54 1399 20 12 47 36 13 616 170 19
internal_value=0 -0.000197838 -8.83367e-05 -0.00129102 -0.00180527 -0.00218309 -0.00152738 -0.00231275 8.53306e-05 -0.000408022 -0.0017842
internal_weight=0 2880.97 2766.59 439.266 378.462 338.423 257.775 187.45 6679.03 1296.79 338.082
internal_count=4780 1694 1640 241 221 209 162 126 3086 805 189
is_linear=0
shrinkage=0.06


Tree=418
num_leaves=12
num_cat=0
split_feature=96 118 36 137 46 87 37 93 42 79 12
split_gain=0.0458042 0.0906757 0.177663 0.160996 0.108702 0.118142 0.123285 0.113152 0.101876 0.0850242 0.0718369
threshold=0.011169348377734424 0.01884530205279589 0.0026833302108570938 0.0020292587578296666 0.029773407615721229 0.0030382014811038975 0.02129978779703379 0.00068727668258361529 0.0015833032084628942 0.002945306478068233 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 9 -7 -2 -9
right_child=1 -3 -4 -5 -6 8 -8 10 -10 -11 -12
leaf_value=4.0517147422031043e-05 -0.0023706865552434206 0.0018031791665554223 -0.0033011278999059254 0.0014249981674216428 0.0015737749578138205 0.0030424805773255925 0.0019591412955879961 -0.00057632567410296305 -0.00098868664820144381 -0.0060510448867246557 -0.0029299861856282999
leaf_weight=8728.9603199958801 72.960044622421265 60.804277658462524 78.699561595916748 152.69760429859161 62.295127272605896 41.530084848403931 32.92589795589447 184.69744491577148 49.213302969932556 32.808868646621704 62.407068014144897
leaf_count=4330 55 20 37 59 24 16 12 121 39 26 41
internal_value=0 -0.000425623 -0.000601782 -0.000294152 -0.000781504 -0.00108966 -0.00154776 -0.00187545 0.000857556 -0.00351695 -0.0011717
internal_weight=0 831.039 770.235 691.535 538.838 476.543 385.799 352.873 90.7434 105.769 247.105
internal_count=4780 450 430 393 334 310 255 243 55 81 162
is_linear=0
shrinkage=0.06


Tree=419
num_leaves=12
num_cat=0
split_feature=81 68 145 21 146 111 76 44 45 31 58
split_gain=0.0445471 0.198126 0.180442 0.173415 0.297268 0.162999 0.240566 0.147897 0.266991 0.233203 0.39533
threshold=0.0048403022810816774 0.0023699469165876512 0.00055427959887310873 0.000490355829242617 0.0015349716995842757 0.00073092587990686308 0.00044738779251929378 0.001792412775103003 0.00747153488919139 0.00070876078098081063 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -5 -7 -4 9 10 -9
right_child=1 3 7 5 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00057489997417174699 0.00026539514320085507 -0.0071685659974476384 -2.0256219519053611e-05 -0.00056597157257337941 -0.0011378679467856647 0.0041947719042407421 -0.00055585031314676924 0.0038339689537638813 -0.00024057449579863478 0.00033514435848546099 0.00078144938191468372
leaf_weight=1101.3308336734772 2050.9053860902786 36.365537285804749 2486.3861304521561 1678.5847635269165 152.69251573085785 66.426765322685242 90.631447076797485 256.75178647041321 706.66782116889954 556.28536021709442 376.97125577926636
leaf_count=543 884 26 1122 992 90 16 38 102 467 283 217
internal_value=0 -0.000150254 0.000111639 -0.000571276 -0.00230106 -0.000393005 0.00145479 0.000284155 0.000683192 0.00123173 0.00201858
internal_weight=0 4075.61 5484.39 2024.7 189.058 1835.64 157.058 4383.06 1896.68 1190.01 633.723
internal_count=4780 2046 2734 1162 116 1046 54 2191 1069 602 319
is_linear=0
shrinkage=0.06


Tree=420
num_leaves=12
num_cat=0
split_feature=91 82 82 116 80 91 146 106 1 4 128
split_gain=0.0448632 0.131891 0.224294 0.440979 0.240794 0.168362 0.160627 0.172265 0.212853 0.229557 0.296417
threshold=0.000490355829242617 0.00055427959887310873 0.00062670491752214741 0.0016846025246195497 0.0022272822679951791 0.0042751494329422721 0.0063990866765379914 0.000490355829242617 0.00062670491752214741 0.010180860292166473 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 -4 -9 10 -10
right_child=1 2 6 4 5 -7 -8 8 9 -11 -12
leaf_value=0.00019751953812692795 -0.00052245393964146043 0.0051503829933208173 -0.0026537088851442629 -0.0030624714929496561 -0.00026377671175086622 0.0044075999163656647 0.00038084859123415098 0.00046064357370462829 -0.00011966906613007846 0.0026090537541737981 -0.0018762894360014484
leaf_weight=2888.493213891983 1811.6927070617676 91.206416487693787 110.24655067920685 60.229308247566223 69.062465190887451 46.348633050918579 2012.5554391145706 972.25785315036774 835.15565514564514 72.619133830070496 590.13222694396973
leaf_count=1280 872 30 62 28 35 17 1065 545 535 35 276
internal_value=0 -8.55358e-05 7.73505e-05 0.0017681 9.82561e-06 0.00161442 -2.09169e-05 -0.000334271 -0.000230648 -0.000679351 -0.000847068
internal_weight=0 6671.51 4859.81 266.847 175.64 115.411 4592.97 2580.41 2470.16 1497.91 1425.29
internal_count=4780 3500 2628 110 80 52 2518 1453 1391 846 811
is_linear=0
shrinkage=0.06


Tree=421
num_leaves=12
num_cat=0
split_feature=137 92 140 75 117 8 36 123 108 42 121
split_gain=0.044593 0.14346 0.31629 0.174023 0.197087 0.195401 0.161839 0.169116 0.242856 0.231243 0.481434
threshold=0.00037263428384903824 0.037906534969806678 0.00017767510871635753 0.00093549740267917525 0.0023699469165876512 0.0015833032084628942 0.0013986918493174019 0.00075379351619631063 0.0019672545604407792 0.0013560238294303419 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -5 -6 7 8 -1 10 -9
right_child=-2 2 3 4 5 -7 -8 9 -10 -11 -12
leaf_value=-0.00082530835742843577 0.00014115272186922251 0.0038648858613317761 -0.00017947872686027274 -0.0050940299919896431 0.0015118251041282822 -0.0027259190774458581 -0.00062055324157899436 0.00071450795032229641 0.00036807747636248724 0.00019202892525489086 0.0063977106764135198
leaf_weight=902.62041854858398 4371.9700280427933 42.562994360923767 196.51230108737946 76.862712621688843 55.181789994239807 134.45123243331909 1187.0419689416885 171.51385700702667 1918.570850610733 424.69879770278931 78.012651443481445
leaf_count=518 1968 14 136 44 24 84 501 57 1185 221 28
internal_value=0 -0.000118964 -0.00107906 -0.00153428 -0.00253286 -0.00149262 -1.52807e-05 0.000190281 -1.37537e-05 0.00104391 0.00249317
internal_weight=0 5188.03 505.571 463.008 266.496 189.633 4682.46 3495.42 2821.19 674.225 249.527
internal_count=4780 2812 302 288 152 108 2510 2009 1703 306 85
is_linear=0
shrinkage=0.06


Tree=422
num_leaves=12
num_cat=0
split_feature=78 9 44 32 81 105 115 114 148 44 38
split_gain=0.0455911 0.247339 0.187863 0.26023 0.182471 0.164565 0.307212 0.267896 0.171797 0.151969 0.139033
threshold=0.037906534969806678 0.00080172589514404546 0.0020932231564074759 0.0036604277556762104 0.027182282879948619 0.0053125319536775359 0.0038949446752667431 0.0021592099219560628 0.0038949446752667431 0.0020932231564074759 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 10 5 6 8 -8 -2 -9 -4
right_child=1 2 3 -5 -6 -7 7 9 -10 -11 -12
leaf_value=-5.3060959097931375e-05 0.00011599328196730252 0.00022206953572794514 -0.0026810987268066438 0.00065459913159186583 -0.0023757607015929627 0.0029572366283075482 0.0044728606414519614 0.00025230377086687234 -0.0040825904897334843 0.002672266023635698 -0.0072239885067594233
leaf_weight=8213.3654851913452 76.17580246925354 216.82958054542542 73.077073931694031 62.524097323417664 59.425368785858154 138.35898900032043 82.144289493560791 416.45587587356567 64.930827140808105 120.34667575359344 36.365537285804749
leaf_count=4285 35 76 41 27 33 42 20 113 43 39 26
internal_value=0 0.000323574 -0.000952579 -0.00243294 0.000841623 0.00105468 0.000707995 0.00128396 -0.00181753 0.000795236 -0.00419582
internal_weight=0 1346.63 388.796 171.967 957.838 898.412 760.053 618.947 141.107 536.803 109.443
internal_count=4780 495 170 94 325 292 250 172 78 152 67
is_linear=0
shrinkage=0.06


Tree=423
num_leaves=12
num_cat=0
split_feature=116 116 115 128 75 102 100 150 102 95 94
split_gain=0.0415722 0.142105 0.215315 0.210121 0.188343 0.149352 0.151227 0.183636 0.143313 0.140495 0.171526
threshold=0.0092791137285530585 0.012636432424187662 0.015675474889576439 0.015675474889576439 0.013860232196748258 0.00073092587990686308 0.0013986918493174019 0.0041444667149335155 0.0025217677466571335 0.00047558375808876013 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 4 8 -3 -2 -7 -8 -4 -9 -11
right_child=1 2 3 -5 -6 6 7 9 -10 10 -12
leaf_value=-5.7597855408504857e-05 -0.00087961234549134776 -0.00025809566546564604 -0.001525247713893988 0.00076215655025197251 0.0017354635006203187 0.0031416950122764215 -0.0012054273016640332 0.0049818941669333237 -0.0067445436644356501 -0.00044077486613586789 0.0040471057021182451
leaf_weight=7888.7367923259735 112.77030980587006 785.14350128173828 34.416747570037842 44.857783436775208 217.86249005794525 146.15923643112183 106.46091198921204 41.759054899215698 42.216995000839233 94.300056457519531 45.315723538398743
leaf_count=3915 64 470 16 13 74 51 59 19 25 55 19
internal_value=0 0.000271818 -0.00011399 -0.00249845 0.000175054 0.00106516 0.00157058 0.000771974 -0.00440556 0.00193267 0.00101773
internal_weight=0 1671.26 1124.5 121.492 1003.01 546.765 433.995 287.836 76.6337 181.375 139.616
internal_count=4780 865 598 54 544 267 203 152 41 93 74
is_linear=0
shrinkage=0.06


Tree=424
num_leaves=12
num_cat=0
split_feature=81 145 54 91 106 124 71 73 100 68 124
split_gain=0.0418345 0.155411 0.134599 0.243039 0.233365 0.239782 0.268266 0.220726 0.275313 0.282075 0.198589
threshold=0.0048403022810816774 0.00055427959887310873 0.0017376682371832433 0.0012745757703669371 0.0016331639490090313 0.011169348377734424 0.0027679565828293566 0.00060774214216507982 0.024810968898236755 0.0023699469165876512 0.036783467978239066
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 6 -4 -2 9 -9 -6
right_child=2 -3 3 -5 10 -7 -8 8 -10 -11 -12
leaf_value=-0.0005289504253823843 -0.00081734197546298433 0.00026829591883137908 -0.008082174034634626 -5.5002991598504533e-05 -0.00099168953252008404 -0.00051459770741957647 -0.002668724831249805 0.00076763020352371637 0.0049192457135791325 -0.0020192109344509385 0.0034102696778640106
leaf_weight=1101.3308336734772 529.20074284076691 4383.0623540878296 47.493483304977417 1528.2023025751114 355.17330384254456 96.024964690208435 107.72279155254364 1172.0215320587158 51.625121355056763 147.07002806663513 41.072144746780396
leaf_count=543 332 2191 32 808 211 31 60 444 24 94 10
internal_value=0 0.000108193 -0.000145602 -0.000467806 -0.00144195 -0.00287209 -0.00432928 0.000223376 0.000625202 0.000456786 -0.000534667
internal_weight=0 5484.39 4075.61 2175.69 647.487 251.241 155.216 1899.92 1370.72 1319.09 396.245
internal_count=4780 2734 2046 1152 344 123 92 894 562 538 221
is_linear=0
shrinkage=0.06


Tree=425
num_leaves=12
num_cat=0
split_feature=78 50 147 42 141 100 51 18 140 1 52
split_gain=0.0427408 0.138964 0.179294 0.228034 0.20994 0.144112 0.133466 0.17587 0.24459 0.178018 0.175324
threshold=0.00068727668258361529 0.0010918468469753864 0.00043393640953581786 0.0011261500185355546 0.00899649551138282 0.0021592099219560628 0.0005375427135732026 0.00038414125447161501 0.00060774214216507982 0.0053125319536775359 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5 7 8 -2 -9 -8
right_child=6 -3 3 5 -6 -7 10 9 -10 -11 -12
leaf_value=-0.0011785870665451895 0.00037240690392244139 -0.00010015444347028058 0.0052251725275580833 -0.00032438939530130527 0.0038041774466330471 0.0033775207496685674 0.00016547720373431612 0.00068723365423363264 -0.0016360607138776405 -0.0032541892382435059 -0.0008715910463625103
leaf_weight=148.21487832069397 316.52824318408966 904.7778240442276 69.179494500160217 98.202724456787109 38.202386260032654 61.491187810897827 6051.7250846624374 473.92227780818939 702.89744818210602 45.086753487586975 649.77130007743835
leaf_count=109 93 655 21 44 19 29 2820 198 371 16 405
internal_value=0 0.00031694 0.00122545 0.00235021 -0.00015598 0.00110228 -5.07883e-05 -0.000554758 -0.00101246 0.000344278 6.49125e-05
internal_weight=0 1320.07 415.291 228.873 186.417 159.694 8239.93 1538.43 1019.43 519.009 6701.5
internal_count=4780 877 222 94 128 73 3903 678 464 214 3225
is_linear=0
shrinkage=0.06


Tree=426
num_leaves=12
num_cat=0
split_feature=133 58 26 33 86 45 100 129 68 99 91
split_gain=0.0429133 0.159308 0.18569 0.237686 0.20186 0.237956 0.281216 0.150251 0.2115 0.238653 0.186655
threshold=0.0070226341485977182 0.0027679565828293566 0.0014881226234138014 0.0027679565828293566 0.0015833032084628942 0.000490355829242617 0.00057154725072905432 0.007706565549597145 0.024810968898236755 0.00050559637020342063 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 4 -4 5 -3 -7 8 9 -2 -9
right_child=1 2 3 -5 -6 6 -8 10 -10 -11 -12
leaf_value=8.9620976955576956e-05 0.00062344728643054742 -0.0023351564390321666 0.0050212142146528861 0.00053753268935043813 -0.001491882414778998 0.0031289079637749407 0.00023495137644522041 -0.00053380576311187235 0.0026466629647567833 -0.0015937464203479423 0.0021268924670280577
leaf_weight=6385.7669924497604 218.43237090110779 107.72279155254364 62.524097323417664 132.96038281917572 264.7759153842926 139.73280930519104 892.06235337257385 285.20513558387756 55.410760045051575 873.26136636734009 142.14462769031525
leaf_count=3158 97 60 27 80 145 60 535 102 27 444 45
internal_value=0 -0.000180305 0.000241372 0.00197344 1.36683e-07 0.000346919 0.000627136 -0.000608752 -0.000966484 -0.0011501 0.000351483
internal_weight=0 3174.23 1599.78 195.484 1404.29 1139.52 1031.8 1574.45 1147.1 1091.69 427.35
internal_count=4780 1622 907 107 800 655 595 715 568 541 147
is_linear=0
shrinkage=0.06


Tree=427
num_leaves=12
num_cat=0
split_feature=27 28 44 33 7 140 85 74 104 112 89
split_gain=0.0436203 0.205154 0.267842 0.335085 0.20595 0.18071 0.168905 0.292718 0.214884 0.198824 0.325376
threshold=0.0028552538715302949 0.0012357163941487672 0.001792412775103003 0.00042089859198313212 0.0026012937305495147 0.039062514901161201 0.0038949446752667431 0.0020932231564074759 0.015200819820165636 0.00040826165059115743 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 -3 -5 7 -1 9 10 -8
right_child=-2 2 3 5 -6 -7 8 -9 -10 -11 -12
leaf_value=-7.0274957852429221e-05 0.00014089250605475769 -0.0015102481913387502 0.0051299660980274027 -0.0012204574058870493 -0.0051602866854247855 0.003453393313287095 -0.0031389847226419082 -0.003123934915267473 -0.0022623611918844489 0.002341986068783082 0.0009183760156430159
leaf_weight=3505.5981097221375 4328.7353892326355 199.15817809104919 40.039235234260559 269.36040496826172 77.208711981773376 33.383838057518005 81.452290773391724 116.67297780513763 80.073381900787354 270.29155087471008 558.02553415298462
leaf_count=2189 1852 93 12 174 33 18 42 53 55 93 166
internal_value=0 -0.000116583 -0.001142 -2.13459e-05 -0.00253146 -0.000704098 2.10953e-05 -0.000168717 0.000715647 0.000977977 0.000401167
internal_weight=0 5231.26 619.15 342.783 276.367 302.744 4612.11 3622.27 989.843 909.769 639.478
internal_count=4780 2928 330 204 126 192 2598 2242 356 301 208
is_linear=0
shrinkage=0.06


Tree=428
num_leaves=12
num_cat=0
split_feature=16 123 107 15 27 144 27 61 33 41 50
split_gain=0.0429671 0.0464693 0.1577 0.191729 0.156603 0.19478 0.193419 0.22373 0.307678 0.213348 0.147929
threshold=0.012086483649909498 0.0022272822679951791 0.00046126570669002836 0.0087224207818508166 0.0020292587578296666 0.0072436286136507997 0.0046923852059990176 0.00244467705488205 0.0041444667149335155 0.00073092587990686308 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 5 -4 7 8 -6 -8 -3
right_child=-2 2 3 -5 6 -7 9 -9 -10 -11 -12
leaf_value=5.1025725714972335e-05 0.0016626697763109486 -0.00049083634953650068 0.0011061306992688666 0.00078990016166924067 -0.0080312180652250629 -0.0017988809143199443 -0.0022805452831049264 -0.001344127467079047 -0.00043761900181444056 0.00072578633470785471 0.0014947400912003939
leaf_weight=7856.6911545991898 55.527789354324341 260.08457362651825 196.40544891357422 240.22523427009583 58.621429324150085 143.86444735527039 189.63811099529266 95.678965330123901 28.565289855003357 153.84754312038422 280.84961605072021
leaf_count=4132 13 68 88 134 38 52 77 42 17 43 76
internal_value=0 -9.73276e-06 -0.000299417 -0.000709739 -0.00112548 -0.000122262 -0.00177388 -0.00334974 -0.00554665 -0.000934187 0.000540148
internal_weight=0 9504.47 1647.78 1106.85 866.621 340.27 526.351 182.866 87.1867 343.486 540.934
internal_count=4780 4767 635 491 357 140 217 97 55 120 144
is_linear=0
shrinkage=0.06


Tree=429
num_leaves=12
num_cat=0
split_feature=82 9 128 59 5 120 81 102 24 117 131
split_gain=0.0461858 0.140347 0.203417 0.201923 0.184955 0.190266 0.178693 0.338245 0.252713 0.468057 0.328504
threshold=0.0010918468469753864 0.0005375427135732026 0.0098710241727530974 0.048151826485991485 0.0031340263085439806 0.00096484774257987748 0.0079489401541650313 0.00096484774257987748 0.00073092587990686308 0.0063990866765379914 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -3 7 -1 -9 10 -10
right_child=-2 4 -4 -5 -6 -7 -8 8 9 -11 -12
leaf_value=0.00027394326330906245 -0.00014611735235919293 -0.00034592400246789406 -0.00035346855906784981 -0.003206627894273722 -0.0024989224808011404 0.0017740821217220376 -0.0003154241788921831 0.0004802518646645109 0.004952060823148528 -0.0003606893911957342 0.0013117396967440333
leaf_weight=1036.7358287572861 4291.8101404905319 1553.9080110788345 1038.8423563241959 47.722453355789185 128.25886392593384 168.8730685710907 468.41173088550568 291.39750409126282 262.72027349472046 136.05911135673523 135.26026046276093
leaf_count=551 2440 772 299 35 65 69 219 121 87 74 48
internal_value=0 0.000119025 0.000346949 0.000652893 -0.000301736 -0.000138023 0.000732057 0.000995544 0.00190172 0.00267711 0.00371548
internal_weight=0 5268.19 3417.15 2378.31 1851.04 1722.78 2330.58 1862.17 825.437 534.04 397.981
internal_count=4780 2340 1434 1135 906 841 1100 881 330 209 135
is_linear=0
shrinkage=0.06


Tree=430
num_leaves=12
num_cat=0
split_feature=68 15 18 52 58 125 20 12 114 74 125
split_gain=0.042505 0.11467 0.278267 0.152212 0.110384 0.140345 0.155336 0.205071 0.143508 0.192824 0.116071
threshold=0.015675474889576439 0.028020657598972324 0.0066005610860884198 0.0015349716995842757 0.044033329933881767 0.0056525857653468856 0.00017767510871635753 0.0038949446752667431 0.0012745757703669371 0.00017767510871635753 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 -7 -8 9 -2 -10
right_child=4 2 -4 -5 -6 6 7 -9 10 -11 -12
leaf_value=2.1940295466299294e-06 -0.00040139059735539839 0.0031596382041916469 0.006574544398971937 -0.00010805652064738943 0.0020727269663284179 -0.0015121697940495456 0.00015925372429109464 0.0055089039000583003 -0.00054838975546490931 0.0037238205038548832 -0.0024258134240608539
leaf_weight=8031.7108023166656 451.64094293117523 65.047856450080872 30.63110888004303 241.71099531650543 64.701857089996338 51.050151944160461 58.392459273338318 46.119663000106812 236.89753568172455 44.740754127502441 237.35547578334808
leaf_count=3800 341 29 13 169 40 32 35 14 137 27 143
internal_value=0 4.77201e-05 0.00113117 0.000585658 -0.000335375 -0.000473897 0.00119867 0.00252299 -0.000742052 -2.88946e-05 -0.00148832
internal_weight=0 8369.1 337.39 306.759 1190.9 1126.2 155.562 104.512 970.635 496.382 474.253
internal_count=4780 4011 211 198 769 729 81 49 648 368 280
is_linear=0
shrinkage=0.06


Tree=431
num_leaves=12
num_cat=0
split_feature=9 87 32 98 7 107 80 96 140 144 147
split_gain=0.0425561 0.219543 0.0574743 0.288224 0.189756 0.170498 0.229146 0.138062 0.0955757 0.15836 0.0881492
threshold=0.0079489401541650313 0.0017376682371832433 0.0070226341485977182 0.0037758676335215573 0.0044099434744566688 0.0012357163941487672 0.00075379351619631063 0.0062037324532866487 0.0079489401541650313 0.0014881226234138014 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4 -6 9 -7 -5
right_child=1 -3 3 10 7 8 -8 -9 -10 -11 -12
leaf_value=2.5984302569462409e-05 0.0044180758927908339 -0.0014650580348097326 0.00018627987480242228 -0.00037971893675710447 -0.0037955893997340812 -0.0016076774176054171 0.0047460649744309521 -9.1551380549146955e-05 -0.0028350569400728463 0.0028584461377996195 -0.00393301687160349
leaf_weight=8869.0238629579544 42.791964411735535 48.755362868309021 84.093079209327698 33.612808108329773 62.295127272605896 61.491187810897827 75.030952215194702 86.387868285179138 43.478874564170837 53.2330002784729 99.805514812469482
leaf_count=4472 17 33 30 21 24 29 20 29 26 14 65
internal_value=0 0.00128672 -1.24492e-05 -0.000581013 0.000123142 0.000951847 0.00233796 -0.00164498 -0.000442934 0.000465327 -0.00303877
internal_weight=0 91.5473 9468.45 599.428 466.01 317.327 159.124 148.683 158.203 114.724 133.418
internal_count=4780 50 4730 258 172 119 50 53 69 43 86
is_linear=0
shrinkage=0.06


Tree=432
num_leaves=12
num_cat=0
split_feature=137 128 3 21 145 45 141 14 14 101 8
split_gain=0.0413272 0.148457 0.152295 0.230959 0.333184 0.195564 0.14894 0.223669 0.342583 0.281201 0.220862
threshold=0.00037263428384903824 0.0098710241727530974 0.0070226341485977182 0.00066645268816500913 0.00055427959887310873 0.0010263677686452868 0.00085274505545385193 0.0022272822679951791 0.0034400182776153092 0.0049928687512874612 0.012252715881913902
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -6 7 9 -9 10 -1
right_child=-2 2 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=0.0012970945215817083 0.00013589671418734819 -0.00016588962508102666 -0.00023333676638771976 9.3988421528419411e-05 -0.0084977954883609028 -0.0031296114210836064 -0.00028209929693432252 -0.0040716920256722881 8.3126504010452707e-05 -0.0011160577582867734 -0.0032108948999728603
leaf_weight=1174.6267005205154 4371.9700280427933 66.655735373497009 457.63996136188507 111.39648950099945 46.231603741645813 52.083061456680298 2563.9968082904816 89.71047830581665 349.3320232629776 235.97656691074371 40.380146026611328
leaf_count=649 1968 19 140 46 31 30 1502 57 150 156 32
internal_value=0 -0.000114514 -0.000905088 -0.00201696 -0.00344158 -0.00566002 1.57866e-05 0.00041989 -0.00076657 0.000778921 0.00114702
internal_weight=0 5188.03 734.007 276.367 164.97 98.3147 4454.02 1890.03 439.043 1450.98 1215.01
internal_count=4780 2812 266 126 80 61 2546 1044 207 837 681
is_linear=0
shrinkage=0.06


Tree=433
num_leaves=12
num_cat=0
split_feature=103 74 38 14 59 125 115 61 136 129 69
split_gain=0.0415141 0.15358 0.127571 0.142914 0.128901 0.127577 0.0905367 0.12858 0.122238 0.122649 0.20114
threshold=0.00087947337306104611 0.0020932231564074759 0.0019672545604407792 0.011880517937242987 0.0072436286136507997 0.015200819820165636 0.00055427959887310873 0.0048403022810816774 0.0013560238294303419 0.0015833032084628942 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 7 -2 9 -8 -11
right_child=1 -3 4 -5 -6 -7 8 -9 -10 10 -12
leaf_value=4.6757048814319286e-05 -0.00011466723913658795 -0.0033785390593779685 0.00011072246224685676 0.0032700281193320754 0.0041949146277276512 -0.0040091411641736963 -0.0016102052947293724 0.0031592571567535545 -0.0031107979309585965 -0.0011202323920712941 0.0018491426645166585
leaf_weight=8386.7619882822037 250.42712295055389 56.672639608383179 71.815194368362427 36.711536645889282 45.315723538398743 36.594507336616516 218.65116381645203 52.083061456680298 73.535014033317566 181.83277499675751 149.5988757610321
leaf_count=4056 190 28 40 15 19 29 162 30 47 99 65
internal_value=0 -0.000334284 -0.00017948 -0.000399083 0.00169305 -0.000539322 -0.000401799 0.000449861 -0.000814936 -0.000507516 0.000220213
internal_weight=0 1173.24 1116.56 999.434 117.131 962.723 926.128 302.51 623.618 550.083 331.432
internal_count=4780 724 696 637 59 622 593 220 373 326 164
is_linear=0
shrinkage=0.06


Tree=434
num_leaves=12
num_cat=0
split_feature=27 118 39 144 124 138 82 83 116 46 32
split_gain=0.0424744 0.151616 0.189579 0.238713 0.213771 0.19019 0.215627 0.207052 0.249855 0.166152 0.261913
threshold=0.0028552538715302949 0.0012745757703669371 0.00064626874518580746 0.0038949446752667431 0.013860232196748258 0.0079489401541650313 0.00017767510871635753 0.045367386192083366 0.0012357163941487672 0.0053125319536775359 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4 8 -8 -10 -11
right_child=1 -3 3 4 -6 -7 7 -9 9 10 -12
leaf_value=-0.00011505133213510609 0.0016134751567320447 -0.00025818725944590882 -0.00060718731999469591 -0.0018523022018425289 0.00022903468949888838 -0.0023582325989669577 0.0040818937370240239 0.0043741507985318754 -0.00034960825859612168 -0.0026136072763120921 0.001972649548849327
leaf_weight=5231.2642135620117 420.57733678817749 1922.7635514736176 268.56664264202118 308.48884856700897 418.63363564014435 68.604525089263916 88.107687950134277 73.652043342590332 313.76024830341339 50.47518253326416 395.10568690299988
leaf_count=2928 167 805 117 143 126 29 36 33 181 40 175
internal_value=0 0.00013902 0.00045645 0.000211282 -0.000654126 0.000711392 0.000888591 0.00132474 0.00105923 0.000708008 0.00145265
internal_weight=0 4328.74 2405.97 1985.39 727.122 1258.27 1189.67 921.101 847.449 759.341 445.581
internal_count=4780 1852 1047 880 269 611 582 465 432 396 215
is_linear=0
shrinkage=0.06


Tree=435
num_leaves=12
num_cat=0
split_feature=82 82 94 22 145 61 83 71 19 50 15
split_gain=0.0415198 0.142021 0.226678 0.18535 0.201249 0.26542 0.25444 0.211584 0.179686 0.202744 0.18334
threshold=0.0010918468469753864 0.00055427959887310873 0.020658296532928947 0.00043393640953581786 0.0023699469165876512 0.00244467705488205 0.0072436286136507997 0.0022975050378590827 0.00096484774257987748 0.0045489775948226461 0.0068083447404205808
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 -10
right_child=-2 2 -4 -5 7 6 -8 8 10 -11 -12
leaf_value=-9.3268979744469638e-05 -0.00013853906872261703 -0.00058732998031813552 -0.0024601329962210816 -6.0794689030958091e-05 -0.00021950456757009978 -0.00065906715260417793 0.0040914449791216948 0.0066101395933175662 0.0033650293594971767 0.0019603360278233517 -0.00039817681883493609
leaf_weight=3664.1370023488998 4291.8101404905319 312.73242735862732 83.40108048915863 608.02751088142395 96.940844893455505 64.360946297645569 109.67666983604431 78.816590905189514 110.25163924694061 59.196398735046387 80.648351311683655
leaf_count=1610 2440 152 52 293 43 20 39 23 31 30 47
internal_value=0 0.000112854 0.000583676 0.000750766 0.00129141 0.000457874 0.00233529 0.00224384 0.00296972 0.00461861 0.00177583
internal_weight=0 5268.19 1604.05 1520.65 912.624 486.77 174.038 425.854 328.913 138.013 190.9
internal_count=4780 2340 730 678 385 211 59 174 131 53 78
is_linear=0
shrinkage=0.06


Tree=436
num_leaves=12
num_cat=0
split_feature=45 145 109 139 84 88 129 104 128 102 88
split_gain=0.0447487 0.145351 0.153596 0.156759 0.146841 0.167021 0.171564 0.246408 0.181796 0.145708 0.123709
threshold=0.0087224207818508166 0.004017772153019906 0.0092791137285530585 0.0003614811430452392 0.0032328735105693345 0.0020292587578296666 0.00244467705488205 0.0033348383149132137 0.00070876078098081063 0.045367386192083366 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 8 -8 -7 -4 -9
right_child=1 2 9 -5 -6 6 7 10 -10 -11 -12
leaf_value=6.5633359467396008e-05 -0.0002164585602471562 -0.0011708797993066295 -0.00028638730954028103 -0.004973840433791064 -0.0028584513701073598 0.0020856722570455452 -0.00074603075065576699 0.0057674527789291202 -0.0026903980057743017 0.0040222552439156834 0.0023838965755393206
leaf_weight=7613.7844310998917 458.30142867565155 446.48657250404358 581.61962652206421 42.674935102462769 48.755362868309021 56.214699506759644 61.033247709274292 64.360946297645569 58.392459273338318 29.598199367523193 98.777693867683411
leaf_count=3559 304 289 413 31 33 22 23 20 35 15 36
internal_value=0 -0.000256744 -0.000711325 -0.0015036 0.00033465 0.000530298 0.00154028 0.00250536 -0.000347964 -7.71176e-05 0.00372148
internal_weight=0 1946.22 1100.38 489.162 845.836 797.08 338.779 224.172 114.607 611.218 163.139
internal_count=4780 1221 748 320 473 440 136 79 57 428 56
is_linear=0
shrinkage=0.06


Tree=437
num_leaves=12
num_cat=0
split_feature=70 14 72 99 61 87 21 124 80 83 33
split_gain=0.0413527 0.24166 0.231043 0.228545 0.172754 0.138294 0.182553 0.237323 0.175917 0.283845 0.14903
threshold=0.0068083447404205808 0.007706565549597145 0.024066280573606495 0.0068083447404205808 0.0021592099219560628 0.000490355829242617 0.00057154725072905432 0.00899649551138282 0.00090704852482303988 0.010180860292166473 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -3 8 -7 10 9 -2 -8
right_child=1 4 3 -5 -6 6 7 -9 -10 -11 -12
leaf_value=5.1623822731794717e-05 2.3893988428517147e-06 -0.0039594713378021578 0.0029474595563592186 -0.0014133535674385102 -0.00030029202299402884 -0.0053540604284473253 -0.0033738751972851103 -0.0052287996432531982 -0.00074709248783122711 0.0045476003724662642 6.1225024093423538e-06
leaf_weight=8163.1599812507629 137.32099092006683 102.67527329921722 160.15694093704224 59.196398735046387 84.779989361763 32.808868646621704 52.769971609115601 39.118266463279724 230.58813786506653 77.208711981773376 420.21607172489166
leaf_count=4000 75 56 48 30 39 26 39 31 132 33 271
internal_value=0 -0.000301654 9.12153e-06 0.00177051 -0.00230558 -0.000381275 -0.00102211 -0.000743586 0.00040329 0.00163956 -0.00037161
internal_weight=0 1396.84 1209.38 219.353 187.455 990.031 544.913 512.104 445.118 214.53 472.986
internal_count=4780 780 685 78 95 607 367 341 240 108 310
is_linear=0
shrinkage=0.06


Tree=438
num_leaves=12
num_cat=0
split_feature=78 65 92 116 46 75 148 82 138 112 67
split_gain=0.0449423 0.176803 0.15553 0.195069 0.191471 0.199642 0.15596 0.208057 0.0883527 0.153307 0.202378
threshold=0.037906534969806678 0.0084566329605877417 0.00055427959887310873 0.0044099434744566688 0.023343417793512348 0.0072436286136507997 0.0038949446752667431 0.00085274505545385193 0.0054799309000372895 0.00244467705488205 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 -4 5 -5 -2 -8 -1 10 -10
right_child=1 -3 3 4 -6 -7 7 -9 9 -11 -12
leaf_value=3.8948932425664105e-05 -0.0040488864653640223 0.0021715977058338136 0.00097093630707305052 0.0019139487496866825 -0.003787748442543864 -0.0021752984386019612 0.00059655708521847296 -0.0036272876147390703 -0.0024501771491461707 0.0012343668763084589 -0.00037544970254481109
leaf_weight=6749.9413604736328 54.606820583343506 163.25566947460175 668.618084192276 92.697266101837158 65.505796551704407 79.961441159248352 165.89136934280396 56.097670197486877 200.07405829429626 167.15324890613556 1096.1968175172806
leaf_count=3751 32 42 217 34 35 38 61 36 105 62 367
internal_value=0 0.000321263 6.58336e-05 0.000445742 -0.00102846 1.99798e-05 -0.00117936 -0.000471981 -5.26827e-05 -0.000475301 -0.00069584
internal_weight=0 1346.63 1183.38 906.783 238.165 172.659 276.596 221.989 8213.37 1463.42 1296.27
internal_count=4780 495 453 324 107 72 129 97 4285 534 472
is_linear=0
shrinkage=0.06


Tree=439
num_leaves=12
num_cat=0
split_feature=91 34 99 82 117 138 25 133 99 101 35
split_gain=0.0408162 0.207094 0.150918 0.201709 0.278318 0.219788 0.169029 0.176016 0.164617 0.177291 0.175598
threshold=0.000490355829242617 0.00017767510871635753 0.00060774214216507982 0.0070226341485977182 0.0063990866765379914 0.00064626874518580746 0.014293605927377941 0.0015349716995842757 0.00099512818269431613 0.0014881226234138014 0.0063990866765379914
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 -4
right_child=1 -3 8 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-0.0012011193733822284 -0.002375950314179916 -3.288111153932236e-05 0.0041139785130983181 0.0035157139952085737 -0.00023509863052343196 0.0041883016854169395 0.0016307801160256304 -0.0015255388787494991 0.00032057848417374566 -0.0011450483890274026 0.0003081161233066142
leaf_weight=827.60473203659058 138.58287048339844 6532.9235184192657 129.40880274772644 48.297422766685486 84.087990641593933 77.783681392669678 178.97319364547729 98.548723816871643 1327.1156890392303 50.821181893348694 65.85179591178894
leaf_count=405 76 3424 49 27 61 25 46 33 581 29 24
internal_value=0 -8.15871e-05 0.0001884 -0.000285904 -0.000431086 0.00189174 -0.000771458 0.000509818 0.000584941 0.00200994 0.00283126
internal_weight=0 6671.51 2888.49 1315.3 1267 161.872 1105.13 277.522 1573.2 246.082 195.261
internal_count=4780 3500 1280 597 570 86 484 79 683 102 73
is_linear=0
shrinkage=0.06


Tree=440
num_leaves=12
num_cat=0
split_feature=111 139 16 139 133 5 41 142 3 13 133
split_gain=0.040417 0.0532679 0.0446044 0.0776156 0.167583 0.111005 0.120458 0.108285 0.188896 0.0611431 0.143885
threshold=0.021960759535431865 0.0058306583669036635 0.012086483649909498 0.0013986918493174019 0.0018488886416889729 0.0011261500185355546 0.0020292587578296666 0.013439828064292671 0.00096484774257987748 0.00040826165059115743 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -5 6 7 8 -6 -1 -11
right_child=-2 -3 -4 4 5 -7 -8 -9 -10 10 -12
leaf_value=6.5578102092039075e-05 0.001650662604498924 -0.0012007342175829011 0.0017213188102699084 0.0025865465140156836 -0.0054575735479454766 0.0016236961076361021 0.0010966997415691382 0.00047051038122499861 -0.00067532027658607954 4.5788907920663616e-06 -0.00091613494821257007
leaf_weight=5835.9131401777267 53.004030227661133 133.08250069618225 54.265909790992737 128.03498244285583 46.460573792457581 126.4271035194397 112.31745827198029 74.455982804298401 82.373259544372559 2041.7618497610092 871.90281176567078
leaf_count=3534 11 35 12 31 34 41 27 28 23 671 333
internal_value=0 -9.22587e-06 7.70274e-06 -2.29357e-06 0.000675997 0.000122147 -0.000479672 -0.00135073 -0.00240281 -4.64941e-05 -0.000270963
internal_weight=0 9507 9373.91 9319.65 570.069 442.034 315.607 203.29 128.834 8749.58 2913.66
internal_count=4780 4769 4734 4722 184 153 112 85 57 4538 1004
is_linear=0
shrinkage=0.06


Tree=441
num_leaves=12
num_cat=0
split_feature=55 58 75 19 11 109 94 117 33 95 88
split_gain=0.0420424 0.156992 0.0516848 0.142872 0.247401 0.226011 0.249022 0.20944 0.162474 0.173404 0.125637
threshold=0.010829726699739696 0.00060774214216507982 0.013860232196748258 0.010180860292166473 0.0016846025246195497 0.0066005610860884198 0.0012745757703669371 0.0027679565828293566 0.00093549740267917525 0.0042751494329422721 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 10 7 -7 -6 -5 -10 -4
right_child=1 -3 3 8 5 6 -8 -9 9 -11 -12
leaf_value=-5.0031261118227744e-05 0.001227034349665194 -0.0026261873834160557 0.0014892378861624826 -0.0014245319449816911 -0.0012178778559107319 0.0039398596170979747 -0.0012768109840100646 -0.005217160990868587 0.002759900045064509 -0.00059129075988923906 4.5946254818530443e-05
leaf_weight=7699.1495592594147 66.426765322685242 88.911627411842346 322.95467031002045 62.066157221794128 137.09710943698883 49.447361588478088 98.202724456787109 71.815194368362427 228.30352592468262 73.423073291778564 662.20183420181274
leaf_count=4227 16 31 84 21 41 11 44 40 71 30 164
internal_value=0 -0.00097872 1.61711e-05 0.000315012 2.90268e-05 -0.00132503 0.000471713 -0.0025945 0.00136947 0.00194449 0.00051919
internal_weight=0 155.338 9404.66 1705.51 1341.72 356.562 147.65 208.912 363.793 301.727 985.157
internal_count=4780 47 4733 506 384 136 55 81 122 101 248
is_linear=0
shrinkage=0.06


Tree=442
num_leaves=12
num_cat=0
split_feature=37 25 115 11 77 12 100 33 33 72 147
split_gain=0.0441856 0.138142 0.17405 0.170663 0.270176 0.343923 0.388558 0.321647 0.224345 0.308801 0.220608
threshold=0.00038414125447161501 0.0020292587578296666 0.0010263677686452868 0.0035485138650983576 0.00096484774257987748 0.015200819820165636 0.0013986918493174019 0.0015349716995842757 0.00042089859198313212 0.0020932231564074759 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 8 9 -6 -8
right_child=-2 2 -4 -5 5 -7 10 -9 -10 -11 -12
leaf_value=-0.00016915149217182836 0.00011601693564560462 -0.0019885090869718913 -0.00028757980344624703 -0.00058705503409051726 0.0010533084405263643 -0.0020239120851760456 -0.00067260693309943882 0.0072887666981388535 -0.00022617403162064658 0.0063089579906224604 0.0034880828315604876
leaf_weight=788.2269641160965 5284.5633652210236 243.7768143415451 1934.9345841407776 668.34840559959412 78.699561595916748 86.616838335990906 193.75957190990448 63.5570068359375 75.142892956733704 82.373259544372559 60.000338196754456
leaf_count=557 2539 165 747 462 37 32 131 25 37 23 25
internal_value=0 -0.000143414 -0.00047798 0.000204241 0.00057451 0.00149008 0.00204021 0.00350243 0.00248101 0.00374331 0.000312155
internal_weight=0 4275.44 2178.71 2096.72 1428.38 640.149 553.533 299.773 236.216 161.073 253.76
internal_count=4780 2241 912 1329 867 310 278 122 97 60 156
is_linear=0
shrinkage=0.06


Tree=443
num_leaves=12
num_cat=0
split_feature=37 25 78 85 27 59 25 74 3 41 15
split_gain=0.039037 0.122081 0.22503 0.187603 0.17193 0.241661 0.272983 0.396025 0.327806 0.223689 0.176823
threshold=0.00038414125447161501 0.0020292587578296666 0.029773407615721229 0.02129978779703379 0.0036604277556762104 0.0026833302108570938 0.00042089859198313212 0.00044738779251929378 0.00050559637020342063 0.00040826165059115743 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 9 6 -6 8 -8 -1 -7
right_child=-2 2 -4 -5 5 10 7 -9 -10 -11 -12
leaf_value=-1.0792726642275469e-05 0.00010905605046151593 -0.0011154041284245025 0.0004349485617200716 0.00099183517547458207 -0.00034414650658177564 -0.0014019071729975347 0.0024267809727030651 9.6724864977404377e-05 0.0084752286846017915 -0.0047800667542852848 0.0026551416475499726
leaf_weight=1539.4065693616867 5284.5633652210236 1304.5087090730667 702.11386299133301 172.08882641792297 101.64236378669739 160.72173321247101 63.785976886749268 78.816590905189514 65.393855810165405 36.136567234992981 50.821181893348694
leaf_count=1048 2539 611 252 49 58 102 28 23 18 23 29
internal_value=0 -0.000134792 -0.000449307 -0.000869767 0.000192028 0.00113658 0.00220422 0.0034491 0.00549283 -0.000120477 -0.000426446
internal_weight=0 4275.44 2178.71 1476.6 2096.72 521.182 309.639 207.996 129.18 1575.54 211.543
internal_count=4780 2241 912 660 1329 258 127 69 46 1071 131
is_linear=0
shrinkage=0.06


Tree=444
num_leaves=12
num_cat=0
split_feature=118 77 142 52 70 7 101 18 80 125 30
split_gain=0.0449695 0.130039 0.133045 0.223869 0.202882 0.131923 0.194781 0.183363 0.176027 0.110645 0.105517
threshold=0.01884530205279589 0.066585760563611998 0.0014427106943912806 0.0017376682371832433 0.0013986918493174019 0.00047558375808876013 0.0042751494329422721 0.00038414125447161501 0.0028552538715302949 0.086341444402933135 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -4 10 -5 7 -7 -9 -1 -2
right_child=1 -3 3 5 -6 6 -8 8 -10 -11 -12
leaf_value=-2.3135804537823381e-05 -0.0012652535299683466 -0.0020474998877708203 0.0026022294447160268 -0.0019501577622780472 -0.0034344908120639934 0.0012607768627629556 0.0031187671821081933 0.00070394037939985605 -0.0050388886023805153 -0.0026016175512058645 0.0019880654473154722
leaf_weight=8635.3268194198608 62.982037425041199 70.899314165115356 221.4191586971283 81.10629141330719 65.276826500892639 113.00436842441559 88.682657361030579 34.187777519226074 43.707844614982605 60.229308247566223 83.177199006080627
leaf_count=4408 33 28 74 53 32 36 28 13 29 28 18
internal_value=0 0.000412706 0.000632744 0.00110092 -0.000656107 0.000178832 0.000796923 -0.000282759 -0.00252074 -4.10252e-05 0.000586259
internal_weight=0 864.443 793.544 582.108 211.436 360.689 279.583 190.9 77.8956 8695.56 146.159
internal_count=4780 344 316 233 83 159 106 78 42 4436 51
is_linear=0
shrinkage=0.06


Tree=445
num_leaves=12
num_cat=0
split_feature=71 9 91 93 60 10 146 67 138 137 85
split_gain=0.0395996 0.181851 0.193263 0.181489 0.190831 0.160506 0.12422 0.25212 0.132745 0.12657 0.126618
threshold=0.00062670491752214741 0.0018488886416889729 0.0042751494329422721 0.00082683752407319855 0.00073092587990686308 0.010500331409275534 0.0015349716995842757 0.00017767510871635753 0.00052132029668428015 0.00037263428384903824 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 8 -8 -1 10 -9
right_child=-2 -3 -4 4 -6 -7 7 9 -10 -11 -12
leaf_value=-0.0017939489178473733 -4.7942204954891413e-05 -0.002710421325120112 0.0028566816810563305 -0.0063340022236163338 0.0005247304488907534 -0.00075389748428833091 0.0040385750890694324 -0.0023791323522873802 0.00046261464203310352 0.0015023425723645146 0.00091926622539535003
leaf_weight=128.48783397674561 8283.226801276207 67.800585627555847 111.74248886108398 41.413055539131165 69.408464550971985 33.612808108329773 92.239326000213623 81.798290133476257 347.27638137340546 217.29260921478271 85.700958132743835
leaf_count=68 4346 34 35 30 24 21 28 31 92 51 20
internal_value=0 0.000311024 0.000480681 0.000238469 -0.00174275 -0.00383836 0.000538953 0.00122303 -0.000147056 0.000547232 -0.000691966
internal_weight=0 1276.77 1208.97 1097.23 144.434 75.0259 952.795 477.031 475.764 384.792 167.499
internal_count=4780 434 400 365 75 51 290 130 160 102 51
is_linear=0
shrinkage=0.06


Tree=446
num_leaves=12
num_cat=0
split_feature=142 20 2 128 79 71 55 96 3 19 102
split_gain=0.0385539 0.17099 0.175707 0.144374 0.211042 0.362034 0.14077 0.128131 0.123635 0.167631 0.263326
threshold=0.013439828064292671 0.0011615398107096555 0.0014427106943912806 0.0016846025246195497 0.00096484774257987748 0.012636432424187662 0.00066645268816500913 0.0016331639490090313 0.0011980500421486797 0.00046126570669002836 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 8 7 -6 -3 -5 9 10 -2
right_child=1 2 -4 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-5.3812774308004771e-05 7.0308077683688724e-05 -0.00083302731307549149 0.0021518707519333053 -0.0030094336145616695 0.0008756067239095017 0.005017033737819543 -0.005028485770164748 0.0017032571327404004 -0.0034046809893030867 -0.00013433777752431438 0.0060265676907681458
leaf_weight=7970.3162895441055 67.683556318283081 375.59234690666199 67.342645525932312 52.083061456680298 243.10008132457733 110.48060929775238 31.089048981666565 34.416747570037842 33.841778159141541 529.99959373474121 44.053843975067139
leaf_count=3881 48 230 28 30 94 34 19 16 24 358 18
internal_value=0 0.000269788 -0.000684774 0.00067539 0.00152093 0.0021707 -0.00115491 -0.00113454 0.00012445 0.000311059 0.00242193
internal_weight=0 1589.68 474.024 1115.66 440.08 353.581 406.681 86.4998 675.579 641.737 111.737
internal_count=4780 899 277 622 174 128 249 46 448 424 66
is_linear=0
shrinkage=0.06


Tree=447
num_leaves=12
num_cat=0
split_feature=75 112 111 140 58 133 46 59 42 46 87
split_gain=0.0393294 0.142461 0.138926 0.176817 0.354051 0.281918 0.187818 0.155162 0.216238 0.530252 0.231513
threshold=0.0020932231564074759 0.010829726699739696 0.00090704852482303988 0.00060774214216507982 0.0031340263085439806 0.0033348383149132137 0.00064626874518580746 0.00099512818269431613 0.00047558375808876013 0.00017767510871635753 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -5 9 -9 -11
right_child=1 -3 -4 7 -6 -7 -8 8 -10 10 -12
leaf_value=-0.00089629073233575454 -6.4834194245928637e-05 -0.0025685076335666126 -0.0027742818882827724 -0.00063084467991984436 -0.0013900252107312151 0.0059711013091740834 0.003548550511313349 0.007087828827033296 6.6463902791476251e-05 -0.0010134943798092574 0.0020694030612683589
leaf_weight=67.57161557674408 5541.2642737627029 82.943140387535095 57.705549120903015 862.6829469203949 99.001575350761414 72.965133190155029 69.179494500160217 54.148880481719971 2296.4427208900452 155.90318500995636 200.19108760356903
leaf_count=31 2252 46 26 585 70 24 21 26 1507 101 91
internal_value=0 -0.000101802 0.000145477 0.000188993 0.00156634 0.00296196 0.00135321 6.98246e-05 0.000293159 0.00156182 0.000719761
internal_weight=0 5624.21 3935.79 3878.09 308.718 209.716 136.751 3569.37 2706.69 410.243 356.094
internal_count=4780 2298 2482 2456 146 76 52 2310 1725 218 192
is_linear=0
shrinkage=0.06


Tree=448
num_leaves=12
num_cat=0
split_feature=73 88 141 109 138 140 107 4 70 29 40
split_gain=0.0360716 0.164887 0.310548 0.159401 0.1509 0.189433 0.240898 0.203756 0.249024 0.185071 0.188542
threshold=0.0012357163941487672 0.0034400182776153092 0.0005893622583243997 0.0013146653072908523 0.00044738779251929378 0.0019672545604407792 0.0019071503775194289 0.00068727668258361529 0.0005375427135732026 0.021960759535431865 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 -2 -7 -11
right_child=4 2 3 -5 -6 9 -8 -9 -10 10 -12
leaf_value=0.00030686847869307239 -0.00094813341340825987 0.0022168183697433841 -0.0057860974048375806 -0.0014193433581767318 7.3904624404622573e-05 -0.00053842077188618351 -0.0059930656546314642 0.0015518091678839363 -0.0059075661952550122 0.0041633324712258054 -0.0007064433211313167
leaf_weight=3005.9752119779587 135.48923051357269 83.747079849243164 33.841778159141541 266.84173440933228 4775.9648461341858 979.02519106864929 45.427664279937744 68.146584987640381 49.788272380828857 64.243916988372803 51.508092045783997
leaf_count=1996 51 41 24 141 1809 556 36 23 31 34 38
internal_value=0 0.000157225 -0.00101266 -0.00191258 -8.63901e-05 -0.000635686 -0.0019743 -0.00125183 -0.00228331 -0.000270126 0.00199761
internal_weight=0 3390.41 384.431 300.684 6169.59 1393.63 298.852 253.424 185.278 1094.78 115.752
internal_count=4780 2202 206 165 2578 769 141 105 82 628 72
is_linear=0
shrinkage=0.06


Tree=449
num_leaves=12
num_cat=0
split_feature=118 135 137 81 142 125 75 133 40 4 115
split_gain=0.036171 0.135335 0.232637 0.173297 0.153698 0.0971351 0.0876521 0.175773 0.180695 0.145138 0.158715
threshold=0.01884530205279589 0.0012357163941487672 0.00040826165059115743 0.0018488886416889729 0.00244467705488205 0.086341444402933135 0.00042089859198313212 0.0015349716995842757 0.0017376682371832433 0.00068727668258361529 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 -2 -1 -5 -8 -9 -10 -11
right_child=1 2 -4 6 -6 -7 7 8 9 10 -12
leaf_value=-2.003888299776702e-05 -0.0031222536925705675 0.0011657204830268348 -0.0058260218333142958 -0.0012549869110064274 0.00045727009228102258 -0.0024359837396225213 0.0036304503152271759 0.0022932572581534057 0.0015864635153735895 0.00060352523988479567 -0.002966209624598269
leaf_weight=8635.3268194198608 75.142892956733704 35.678627133369446 32.808868646621704 53.573911070823669 101.30145299434662 60.229308247566223 95.338054537773132 180.9219833612442 110.48060929775238 89.827507615089417 89.369567513465881
leaf_count=4408 37 17 26 34 38 28 22 56 34 43 37
internal_value=0 0.00037013 -0.00218728 0.000590428 -0.00106806 -3.68006e-05 0.00106288 0.00128248 0.000806141 -0.000123128 -0.00117744
internal_weight=0 864.443 68.4875 795.956 176.444 8695.56 619.512 565.938 470.6 289.678 179.197
internal_count=4780 344 43 301 75 4436 226 192 170 114 80
is_linear=0
shrinkage=0.06


Tree=450
num_leaves=12
num_cat=0
split_feature=78 63 131 88 50 141 116 95 125 146 88
split_gain=0.0363428 0.126513 0.114685 0.3023 0.268913 0.113193 0.0914212 0.158831 0.249442 0.275501 0.261406
threshold=0.00068727668258361529 0.00017767510871635753 0.0011261500185355546 0.00039601318712811922 0.0013986918493174019 0.064669914543628707 0.0072436286136507997 0.00039601318712811922 0.001792412775103003 0.0036604277556762104 0.023343417793512348
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 5 -5 -1 7 8 9 10 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-8.981908554362824e-05 -0.0033863969529950144 4.9034997143175171e-05 -0.00055700954779819018 0.0045837918012738912 4.3070881003858922e-05 0.0031079449218659005 -0.0027528856202505684 -0.0011555951612147403 0.001693425843804593 0.0035080235348243917 0.00079703079966216928
leaf_weight=683.4858717918396 140.64868950843811 7065.2840526103973 399.22205924987793 116.56103706359863 78.582532286643982 42.216995000839233 68.258525729179382 597.12853491306305 239.88941204547882 41.759054899215698 86.962837696075439
leaf_count=505 72 3378 260 36 51 25 40 290 83 19 21
internal_value=0 -4.68298e-05 0.00029226 0.000660471 0.00275624 9.661e-05 -0.000623394 -0.000491778 0.000286649 -0.000966327 -0.0017884
internal_weight=0 8239.93 1320.07 920.846 195.144 725.703 1174.65 1106.39 509.26 269.371 227.612
internal_count=4780 3903 877 617 87 530 525 485 195 112 93
is_linear=0
shrinkage=0.06


Tree=451
num_leaves=12
num_cat=0
split_feature=111 134 77 116 38 4 118 6 88 145 147
split_gain=0.036741 0.0461819 0.0779089 0.0517253 0.188837 0.145577 0.157681 0.20899 0.115656 0.0972855 0.0839837
threshold=0.021960759535431865 0.0020932231564074759 0.0013146653072908523 0.0092791137285530585 0.00085274505545385193 0.00046126570669002836 0.0016846025246195497 0.00037263428384903824 0.030689206905663017 0.0014427106943912806 0.028884131461381916
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 8 -6 9 -8 10 -7 -5
right_child=-2 2 -4 4 5 6 7 -9 -10 -11 -12
leaf_value=-5.7642717799412771e-05 0.0015738134529675232 0.00036138523408618878 -0.0027860170852918526 0.00021717756535258645 0.0039782932213798276 0.0044241294579349397 -0.0016531169377030327 0.0027215595377402583 -0.0027916495037210226 0.0010441835273462185 -0.0018326844181040527
leaf_weight=7811.5280803442001 53.004030227661133 56.555610299110413 56.555610299110413 1081.7055529356003 69.408464550971985 55.985729455947876 119.30867767333984 58.509488582611084 52.658030867576599 67.800585627555847 76.979741930961609
leaf_count=3882 11 42 42 581 24 19 72 21 22 34 30
internal_value=0 -8.79179e-06 -0.00121339 5.72543e-06 0.000318535 0.00150269 0.000931852 -0.000212948 -4.42455e-05 0.00257519 8.08442e-05
internal_weight=0 9507 113.111 9393.88 1582.36 371.013 301.604 177.818 1211.34 123.786 1158.69
internal_count=4780 4769 84 4685 803 170 146 93 633 53 611
is_linear=0
shrinkage=0.06


Tree=452
num_leaves=12
num_cat=0
split_feature=113 9 85 129 28 38 33 39 77 136 132
split_gain=0.0382619 0.114203 0.195031 0.329144 0.277252 0.269351 0.267445 0.163491 0.159257 0.25287 0.321324
threshold=0.0019071503775194289 0.00080172589514404546 0.00017767510871635753 0.00093549740267917525 0.0010918468469753864 0.0026012937305495147 0.0020932231564074759 0.0035485138650983576 0.0035485138650983576 0.0003614811430452392 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 8 -6 -7 -4 10 -10
right_child=-2 2 5 4 6 7 -8 -9 9 -11 -12
leaf_value=6.2558286719626089e-05 0.00016922655218913025 -0.00067411879178930808 -0.00057528161902837573 -0.00031675488923406571 0.0068295146859909082 0.0030851209811970297 0.00066113116791675323 -0.00041906606761864511 -0.0046051108676598259 -0.00041409404749663677 -0.00027006820120649351
leaf_weight=4755.3829766511917 3199.892521739006 336.69796192646027 419.65127944946289 74.338953495025635 65.622825860977173 81.340350031852722 41.184085488319397 116.44400775432587 201.2189085483551 179.54307448863983 88.682657361030579
leaf_count=2083 1865 233 217 42 21 25 27 50 120 69 28
internal_value=0 -8.51388e-05 -0.000522796 0.00043543 0.002497 -0.000979341 0.00445387 0.00102289 -0.00142481 -0.00218395 -0.00327955
internal_weight=0 6360.11 1604.72 517.844 181.146 1086.88 106.807 197.784 889.096 469.445 289.902
internal_count=4780 2915 832 323 90 509 48 75 434 217 148
is_linear=0
shrinkage=0.06


Tree=453
num_leaves=12
num_cat=0
split_feature=113 147 62 49 37 99 17 92 121 10 0
split_gain=0.0389226 0.111728 0.0529956 0.130529 0.0394671 0.10135 0.17978 0.266263 0.283427 0.18864 0.158287
threshold=0.019431582652032379 0.0013146653072908523 0.010500331409275534 0.00017767510871635753 0.00038414125447161501 0.00017767510871635753 0.0013986918493174019 0.00043393640953581786 0.0013146653072908523 0.0035485138650983576 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 6 7 -6 9 -9 -11
right_child=1 -3 3 -5 5 -7 -8 8 -10 10 -12
leaf_value=-0.00013300618929552413 1.9644288268458902e-05 -0.0028355584164936622 -0.00034417299337993122 0.0045348340272528967 -0.00047829470659117499 8.7388314411209352e-06 -0.00063988131768062109 0.0033115168627744747 0.006743258023831542 0.0026076188770127917 -0.0014157328936883571
leaf_weight=4078.2370263338089 187.33314478397369 66.879616856575012 51.508092045783997 31.892988443374634 176.32731664180756 4415.7745476961136 224.39576935768127 134.80232036113739 46.577603101730347 58.738458633422852 87.532718539237976
leaf_count=2096 140 53 38 14 89 2107 113 42 20 24 44
internal_value=0 -0.000732337 2.0018e-05 0.00152478 6.39359e-06 0.000116909 0.0007726 0.00140151 0.00241297 0.00169324 0.000200612
internal_weight=0 254.213 9305.79 83.4011 9222.39 5144.15 728.374 503.978 327.651 281.073 146.271
internal_count=4780 193 4587 52 4535 2439 332 219 130 110 68
is_linear=0
shrinkage=0.06


Tree=454
num_leaves=12
num_cat=0
split_feature=9 145 55 58 65 19 129 69 122 145 45
split_gain=0.0378445 0.229875 0.0420803 0.124679 0.0569423 0.157414 0.175378 0.174294 0.169641 0.235661 0.225796
threshold=0.0079489401541650313 0.00080172589514404546 0.010829726699739696 0.00060774214216507982 0.00017767510871635753 0.0016846025246195497 0.0013146653072908523 0.010829726699739696 0.00066645268816500913 0.00017767510871635753 0.0087224207818508166
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 8 -7 -8 9 -1 -11
right_child=1 -3 3 -5 -6 6 7 -9 -10 10 -12
leaf_value=-0.00095600481556254002 0.0043304558387144421 -0.0016809243647393269 0.001066895040821811 -0.0024429505249074896 -0.00013077728130056845 0.00026321086176434114 -0.0011404857571234272 0.001461096956181176 -0.0010744153678014811 0.0013893567763608372 -0.00029681734140248528
leaf_weight=258.58354687690735 44.053843975067139 47.493483304977417 61.608217120170593 88.911627411842346 5091.8367028236389 1265.5837926864624 788.48137700557709 104.97006237506866 210.05206549167633 1225.5903545618057 372.83452916145325
leaf_count=126 18 32 15 31 2406 800 405 55 127 509 256
internal_value=0 0.0012134 -1.17332e-05 -0.00100661 4.34837e-06 0.000167155 -0.000191144 -0.000834701 0.000541387 0.000724204 0.000996061
internal_weight=0 91.5473 9468.45 150.52 9317.93 4226.1 2159.04 893.451 2067.06 1857.01 1598.42
internal_count=4780 50 4730 46 4684 2278 1260 460 1018 891 765
is_linear=0
shrinkage=0.06


Tree=455
num_leaves=12
num_cat=0
split_feature=78 8 42 97 69 92 77 95 91 0 122
split_gain=0.0369296 0.123054 0.205441 0.144584 0.219784 0.219353 0.206808 0.181927 0.154754 0.139083 0.105643
threshold=0.037906534969806678 0.010829726699739696 0.0095705352723598498 0.012636432424187662 0.00099512818269431613 0.0020932231564074759 0.004017772153019906 0.0036604277556762104 0.0022272822679951791 0.0087224207818508166 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 10 -6 -7 -5 -8 -3 -2
right_child=1 9 -4 7 5 6 8 -9 -10 -11 -12
leaf_value=-4.7739862822095792e-05 0.0003994566262018365 0.0037791213607773167 0.0035039170546657976 -0.0041911323590652612 0.00045037391201848542 4.6223599644418566e-05 -0.0084100576983481608 0.00042239705256828629 -0.0028429518339427996 -0.00026289577713168888 0.0027756256910261212
leaf_weight=8213.3654851913452 741.2372180223465 72.736163139343262 60.804277658462524 65.047856450080872 106.34897124767303 41.759054899215698 31.5469890832901 58.280518531799316 41.988024950027466 52.887000918388367 73.998042702674866
leaf_count=4285 252 21 20 29 42 19 25 18 22 25 22
internal_value=0 0.000291235 0.000107189 -7.11136e-05 0.000159955 -0.00151495 -0.00332662 -0.00201237 -0.00523945 0.00207859 0.000615453
internal_weight=0 1346.63 1221.01 1160.21 1036.88 221.643 115.294 123.328 73.535 125.623 815.235
internal_count=4780 495 449 429 382 108 66 47 47 46 274
is_linear=0
shrinkage=0.06


Tree=456
num_leaves=12
num_cat=0
split_feature=57 117 108 53 143 63 142 28 98 115 124
split_gain=0.0361848 0.155412 0.0484955 0.223845 0.15826 0.172602 0.170473 0.144724 0.155334 0.135316 0.120912
threshold=0.0046923852059990176 0.0036604277556762104 0.0034400182776153092 0.00093549740267917525 0.0049928687512874612 0.00042089859198313212 0.00017767510871635753 0.00017767510871635753 0.0016331639490090313 0.0020292587578296666 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 4 5 -4 -7 -8 -9 -6 -1
right_child=1 -3 3 -5 9 6 7 8 -10 -11 -12
leaf_value=0.0004865365795748474 0.0034402567726083771 -0.00082622128415231651 -0.0036007491024966018 -1.0057868684586065e-05 -0.0015362028112260054 0.0014247192062247923 0.00055569158921945261 -0.00092565197766564017 -0.0052217654722765371 -0.0067330247909865755 -0.00011792084138667399
leaf_weight=1930.5180017948151 53.919910430908203 71.240224957466125 71.240224957466125 3918.2734354734421 38.660326361656189 122.87043488025665 82.714170336723328 74.455982804298401 51.050151944160461 33.841778159141541 3111.214960694313
leaf_count=1093 23 48 48 2268 25 41 43 28 32 24 1107
internal_value=0 0.00101309 -1.34421e-05 -0.000159167 -0.00138934 -0.000923805 -0.000346898 -0.00139251 -0.00267588 -0.00396785 0.000113536
internal_weight=0 125.16 9434.84 4393.11 474.833 402.331 331.091 208.22 125.506 72.5021 5041.73
internal_count=4780 71 4709 2509 241 192 144 103 60 49 2200
is_linear=0
shrinkage=0.06


Tree=457
num_leaves=12
num_cat=0
split_feature=123 77 44 108 108 33 9 141 44 11 72
split_gain=0.0353592 0.156346 0.262657 0.185996 0.161657 0.174826 0.225821 0.205835 0.145824 0.156956 0.146775
threshold=0.00017767510871635753 0.0013146653072908523 0.032603342086076743 0.044033329933881767 0.0098710241727530974 0.0046923852059990176 0.000490355829242617 0.0049928687512874612 0.019431582652032379 0.0026012937305495147 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 7 -7 -6 10 -10 -3
right_child=1 4 -4 -5 5 6 -8 -9 9 -11 -12
leaf_value=-0.0001136393081638712 0.00029668367805674704 -0.001034304378520985 0.0041603257429529078 0.0045351394360094895 -0.00096863062637907442 0.0032463844564708231 -0.0010647259139256601 -0.0043506218086366896 1.8449303252331377e-05 -0.0045504975118103568 0.00031957536376764708
leaf_weight=4853.1226646900177 711.26757645606995 319.84576463699341 78.699561595916748 39.23529577255249 258.58354687690735 67.113675475120544 125.16013538837433 86.382779717445374 60.000338196754456 49.213302969932556 2911.3749610185623
leaf_count=2851 403 152 37 17 126 25 71 60 25 39 974
internal_value=0 0.000117168 0.000864913 0.000518839 -4.27477e-05 -0.00100865 0.000440984 -0.00181653 0.000112624 -0.00204267 0.000185532
internal_weight=0 4706.88 829.202 750.503 3877.67 537.24 192.274 344.966 3340.43 109.214 3231.22
internal_count=4780 1929 457 420 1472 282 96 186 1190 64 1126
is_linear=0
shrinkage=0.06


Tree=458
num_leaves=12
num_cat=0
split_feature=27 127 114 131 34 21 138 75 145 75 79
split_gain=0.039291 0.133042 0.253098 0.143816 0.248238 0.170214 0.148301 0.141044 0.235457 0.134422 0.21577
threshold=0.0028552538715302949 0.024066280573606495 0.00017767510871635753 0.040252277627587325 0.0018488886416889729 0.0037758676335215573 0.0020292587578296666 0.017188700847327713 0.00080172589514404546 0.0048403022810816774 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 -5 6 -6 9 -9 -1 -11
right_child=-2 2 -4 4 5 -7 -8 8 -10 10 -12
leaf_value=-0.00022609531536924737 0.00013371639072695682 0.00064132348817939086 -0.0035779390304546909 -0.0015910859777312309 0.0040405758211847324 -0.00069407866572508714 0.00083069903772955555 0.0002796875476689784 -0.0033530114013590267 -0.00033628574928917993 0.001552532255723832
leaf_weight=3520.5116944313049 4328.7353892326355 96.01987612247467 109.44261121749878 94.18811571598053 131.47462177276611 66.421676754951477 85.583928823471069 130.55874156951904 126.31007421016693 436.17783164978027 434.5750412940979
leaf_count=2198 1852 62 67 38 45 47 34 33 55 185 164
internal_value=0 -0.000110648 -0.00160678 -4.94535e-05 0.00107638 0.00196291 0.00277592 -0.000140951 -0.00150723 -6.09972e-05 0.000606455
internal_weight=0 5231.26 205.462 5025.8 377.668 283.48 217.059 4648.13 256.869 4391.26 870.753
internal_count=4780 2928 129 2799 164 126 79 2635 88 2547 349
is_linear=0
shrinkage=0.06


Tree=459
num_leaves=12
num_cat=0
split_feature=139 57 117 139 63 14 28 49 4 130 135
split_gain=0.0351387 0.0419162 0.141145 0.0539049 0.102955 0.115908 0.226534 0.107881 0.0969255 0.0943607 0.160631
threshold=0.0058306583669036635 0.0046923852059990176 0.0036604277556762104 0.0013986918493174019 0.0060143163427710542 0.0034400182776153092 0.004017772153019906 0.0005893622583243997 0.00087947337306104611 0.00090704852482303988 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 7 6 -6 -5 -9 -1 -11
right_child=-2 2 -4 4 5 -7 -8 8 -10 10 -12
leaf_value=5.8882273250183702e-06 -0.00093407665012265996 0.0034591539556212297 -0.00065010918808423336 0.00019028557816412261 0.00020689146113108032 0.0015158315361222198 -0.0050776908975299542 0.00052421135646777382 0.0033580841331386085 -0.0014801105122765185 0.0016772306751142469
leaf_weight=8309.96541929245 142.71959710121155 52.658030867576599 69.978345394134521 206.73454403877258 85.354958772659302 64.131976246833801 44.282814025878906 73.540102601051331 106.23703050613403 334.30140924453735 70.095374703407288
leaf_count=4308 37 22 47 68 31 17 21 16 25 155 33
internal_value=0 1.41638e-05 0.00111572 -3.82345e-07 0.000559515 -0.000569029 -0.00160079 0.00112529 0.00219979 -3.76714e-05 -0.000932559
internal_weight=0 9417.28 122.636 9294.64 580.281 193.77 129.638 386.512 179.777 8714.36 404.397
internal_count=4780 4743 69 4674 178 69 52 109 41 4496 188
is_linear=0
shrinkage=0.06


Tree=460
num_leaves=12
num_cat=0
split_feature=75 66 44 70 133 3 115 18 11 35 126
split_gain=0.0355537 0.171366 0.18681 0.12997 0.109046 0.108982 0.101479 0.135204 0.0984523 0.218005 0.131861
threshold=0.013860232196748258 0.00068727668258361529 0.0033348383149132137 0.0035485138650983576 0.0070226341485977182 0.00064626874518580746 0.0054799309000372895 0.00038414125447161501 0.0062037324532866487 0.0037758676335215573 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -4 -2 7 -7 10 -10 -8
right_child=1 2 4 -5 -6 6 8 -9 9 -11 -12
leaf_value=-5.5429216294602035e-05 0.0017300026201758482 0.0013358965035462642 0.0044327055697645336 -0.0014423160483371328 0.0012278726621776418 -0.00034889328451968388 0.00036124040744867005 -0.0037924347328247075 0.00082426150032761502 -0.0049825503855231972 -0.0021892167698272435
leaf_weight=7775.6713610887527 109.67666983604431 167.84524762630463 83.406169056892395 94.763085126876831 70.670344114303589 116.7900071144104 905.30700409412384 63.211007475852966 49.905301690101624 43.478874564170837 79.274531006813049
leaf_count=4251 39 40 21 30 25 39 227 36 17 26 29
internal_value=0 0.000241536 0.00130665 0.000333202 0.00296449 -8.30463e-05 -0.000241243 -0.0015596 -2.09773e-05 -0.00188178 0.000155686
internal_weight=0 1784.33 416.685 262.608 154.077 1367.64 1257.97 180.001 1077.97 93.3842 984.582
internal_count=4780 529 116 70 46 413 374 75 299 43 256
is_linear=0
shrinkage=0.06


Tree=461
num_leaves=12
num_cat=0
split_feature=78 9 73 45 10 145 15 9 67 72 25
split_gain=0.0347401 0.161463 0.146886 0.152004 0.164014 0.175871 0.195947 0.252336 0.201601 0.174657 0.134519
threshold=0.037906534969806678 0.00080172589514404546 0.00060774214216507982 0.00017767510871635753 0.0013986918493174019 0.0087224207818508166 0.0037758676335215573 0.0005375427135732026 0.00017767510871635753 0.0037758676335215573 0.072653736919164671
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 -4 -5 6 8 -8 -6 -10 -1
right_child=1 -3 3 4 5 -7 7 -9 9 -11 -12
leaf_value=-1.9940107836472335e-05 -0.0014948617719924972 -0.00074862808034806402 -0.00038709417011613932 0.0026502816430914898 0.0041788540116751956 0.0033840427146142435 -0.004780686504746532 0.0013357346260362681 0.0024641864339368909 -0.0015284281796241566 -0.0022817487584137317
leaf_weight=8117.6865198612213 98.314665198326111 388.79628908634186 225.09285664558411 243.33413994312286 55.756759405136108 70.212404012680054 56.326640248298645 42.562994360923767 64.131976246833801 102.10539245605469 95.678965330123901
leaf_count=4243 61 170 60 66 16 19 39 14 17 33 42
internal_value=0 0.000282457 0.00070102 0.000952336 0.00142755 0.000666294 7.07561e-05 -0.00214943 0.00106029 1.24203e-05 -4.63158e-05
internal_weight=0 1346.63 957.838 859.523 634.43 391.096 320.884 98.8896 221.994 166.237 8213.37
internal_count=4780 495 325 264 204 138 119 53 66 50 4285
is_linear=0
shrinkage=0.06


Tree=462
num_leaves=12
num_cat=0
split_feature=44 85 62 19 59 141 79 85 36 96 124
split_gain=0.0347724 0.225408 0.0527324 0.151311 0.157581 0.188527 0.125859 0.117231 0.116244 0.136847 0.113822
threshold=0.086341444402933135 0.00093549740267917525 0.00077738583786413084 0.02636832278221846 0.0072436286136507997 0.0013986918493174019 0.0066005610860884198 0.011519505176693203 0.0005375427135732026 0.00066645268816500913 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 8 -6 -7 10 9 -5 -4
right_child=1 -3 7 4 5 6 -8 -9 -10 -11 -12
leaf_value=0.00012387948696130868 -0.00062112808773106317 0.0041060320972453948 -1.1439749264616246e-05 0.0019954363232047791 0.0030316900653329275 -0.0024433175555370577 0.0018861721225939315 0.0013864299028200436 -0.0033599807320257515 -0.0018401340339414445 -0.001001135253293025
leaf_weight=7081.8207819461823 116.4389191865921 52.658030867576599 968.7978595495224 44.282814025878906 63.785976886749268 75.483803749084473 35.449657082557678 136.7511100769043 111.96637034416199 136.400022149086 736.16425693035126
leaf_count=3284 81 22 655 21 28 57 14 52 69 94 403
internal_value=0 0.000852501 -1.53595e-05 5.48672e-05 -0.000990646 0.000435078 -0.00105934 -0.000303206 -0.0018417 -0.000899506 -0.000438802
internal_weight=0 169.097 9390.9 7549.19 467.369 174.719 110.933 1841.71 292.649 180.683 1704.96
internal_count=4780 103 4677 3567 283 99 71 1110 184 115 1058
is_linear=0
shrinkage=0.06


Tree=463
num_leaves=12
num_cat=0
split_feature=118 87 28 150 126 140 117 105 85 108 141
split_gain=0.0325749 0.102689 0.0882042 0.0486443 0.184354 0.185244 0.187827 0.241759 0.190068 0.151953 0.157041
threshold=0.099488973617553725 0.00038414125447161501 0.0005893622583243997 0.00043393640953581786 0.002945306478068233 0.00090704852482303988 0.0015833032084628942 0.0013146653072908523 0.0053125319536775359 0.00093549740267917525 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1 8 -8 10 -7
right_child=1 -3 -4 -5 -6 9 7 -9 -10 -11 -12
leaf_value=-0.00031283011741832441 0.0028995150157771518 -0.0012866077847208709 1.2857874064296609e-05 5.5665809771545279e-05 0.0027568083787871444 -0.0014205779824263301 0.0053346110541497311 -0.00028070137126148429 0.00085405847274410177 -0.00045642554757675601 -0.0048206261428089337
leaf_weight=794.36336612701416 82.602229595184326 64.243916988372803 70.670344114303589 7293.5112500190735 69.637434601783752 247.22663080692291 74.455982804298401 136.29316997528076 62.870096683502197 603.2089626789093 60.916218400001526
leaf_count=218 26 34 25 3914 27 117 28 46 16 292 37
internal_value=0 0.000725685 0.00156942 -1.69013e-05 -0.000275201 -0.000382008 0.000154192 0.00150965 0.00328546 -0.00101031 -0.00209407
internal_weight=0 217.516 153.273 9342.48 2048.97 1979.33 1067.98 273.619 137.326 911.352 308.143
internal_count=4780 85 51 4695 781 754 308 90 44 446 154
is_linear=0
shrinkage=0.06


Tree=464
num_leaves=12
num_cat=0
split_feature=27 28 65 54 69 35 77 9 77 18 131
split_gain=0.0366259 0.155834 0.27664 0.15545 0.247692 0.22525 0.250902 0.299987 0.133929 0.204163 0.133353
threshold=0.0028552538715302949 0.001792412775103003 0.0026012937305495147 0.0062037324532866487 0.0022975050378590827 0.0033348383149132137 0.007706565549597145 0.00037263428384903824 0.0015349716995842757 0.00017767510871635753 0.028884131461381916
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 8 -2 5 6 7 -5 -3 -10 -1
right_child=3 2 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.00012159319209573893 -5.4431984648202371e-05 -0.00077632626294700567 0.000966415015622447 0.0014200472280284551 -0.00087134221992690025 0.00047736734205198344 0.00015750475732976085 0.0062274416912936172 -0.006912415909841492 -0.0020142750408620189 0.00095535579819655135
leaf_weight=4440.2539888620377 3434.0068045854568 84.662960052490234 118.73879683017731 88.107687950134277 228.41037809848785 385.93161916732788 92.697266101837158 99.581633329391479 48.755362868309021 82.48520028591156 456.36790466308594
leaf_count=2552 1484 53 49 36 119 148 34 31 33 40 201
internal_value=0 -0.000106825 -0.0013593 0.000129106 0.000833461 0.0014179 0.00271185 0.00397265 -0.00263821 -0.00383779 -2.12035e-05
internal_weight=0 5231.26 334.642 4328.74 894.729 666.318 280.387 187.689 215.904 131.241 4896.62
internal_count=4780 2928 175 1852 368 249 101 67 126 73 2753
is_linear=0
shrinkage=0.06


Tree=465
num_leaves=12
num_cat=0
split_feature=137 92 129 117 4 15 98 93 142 96 34
split_gain=0.0348414 0.115869 0.20503 0.226434 0.163987 0.159975 0.198702 0.141558 0.173989 0.264153 0.204145
threshold=0.00037263428384903824 0.037906534969806678 0.0015833032084628942 0.0031340263085439806 0.0015833032084628942 0.0051502294372767219 0.00066645268816500913 0.010829726699739696 0.013439828064292671 0.0042751494329422721 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 -4 6 -5 -1 10 -10 -9
right_child=-2 2 4 5 -6 -7 -8 8 9 -11 -12
leaf_value=-0.00015465152543407817 0.00012477841014475922 -0.0024527542085234057 -0.0037484130075758539 0.0058717368607664249 -7.3192329061368553e-05 -0.00080060115012571087 0.00075956850370253039 -0.00064950417787604882 0.0050008960277111167 -0.00091684962391400885 0.0015351653656299651
leaf_weight=3944.5846447944641 4371.9700280427933 94.986966609954834 128.14183461666107 41.301114797592163 66.309736013412476 93.954057097434998 80.877321362495422 336.69796192646027 75.142892956733704 42.445965051651001 283.5870795249939
leaf_count=2038 1968 64 79 13 30 66 50 233 37 28 174
internal_value=0 -0.000105145 -0.00096799 -1.25971e-05 -0.00249581 0.00106045 0.00249107 -1.19642e-05 0.000750743 0.00286581 0.000349388
internal_weight=0 5188.03 505.571 311.119 194.452 216.132 122.178 4682.46 737.874 117.589 620.285
internal_count=4780 2812 302 193 109 129 63 2510 472 65 407
is_linear=0
shrinkage=0.06


Tree=466
num_leaves=12
num_cat=0
split_feature=91 10 127 5 132 27 99 146 52 32 50
split_gain=0.0340491 0.142501 0.13357 0.169273 0.206486 0.137649 0.137385 0.186235 0.178589 0.172121 0.163753
threshold=0.000490355829242617 0.00017767510871635753 0.0066005610860884198 0.0026833302108570938 0.0013560238294303419 0.0022975050378590827 0.00060774214216507982 0.0010263677686452868 0.0033348383149132137 0.0020932231564074759 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -5 9 -8 10 -1 -9
right_child=1 -3 -4 4 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00011589527256146118 -0.0013199073236887691 -1.2759055755544088e-05 0.0014567923665443428 0.0004449528952948145 -0.0049339273059290905 -0.0038215986644514199 -0.00078478400446013665 0.0018554755764938363 -0.00031780371146720461 -0.0032379242239607138 -0.0005309504178138705
leaf_weight=1049.3698900938034 315.02721643447876 6356.4791724681854 264.5520339012146 119.99558782577515 50.592211842536926 35.103657722473145 274.8760404586792 622.04048109054565 280.26446950435638 67.57161557674408 124.12722587585449
leaf_count=468 151 3349 111 81 26 25 122 197 146 31 73
internal_value=0 -7.45012e-05 0.000172091 4.25135e-05 -0.00160944 -0.000522537 0.000183086 0.000602048 0.000973479 -0.000305042 0.00145847
internal_weight=0 6671.51 2888.49 2623.94 205.691 155.099 2418.25 1301.31 1026.43 1116.94 746.168
internal_count=4780 3500 1280 1169 132 106 1037 538 416 499 270
is_linear=0
shrinkage=0.06


Tree=467
num_leaves=12
num_cat=0
split_feature=45 145 114 33 133 114 95 124 46 31 22
split_gain=0.0356475 0.116238 0.140008 0.136262 0.122625 0.197881 0.11961 0.131675 0.1218 0.114344 0.240361
threshold=0.0087224207818508166 0.004017772153019906 0.0038949446752667431 0.0036604277556762104 0.0010263677686452868 0.00082683752407319855 0.0016846025246195497 0.00087947337306104611 0.00087947337306104611 0.0010918468469753864 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 6 9 5 -2 7 -3 -9 10 -4
right_child=1 2 3 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=5.8576714056533563e-05 -0.00044059846675457428 -0.00041285714798458708 -0.0022069436337664957 -0.0046038553880769209 -3.3692540994509589e-05 0.003944435395077754 -0.0010271440117944285 0.0041640317407735513 0.00066969350765680349 -0.0032000697184586748 0.0031951600247445162
leaf_weight=7613.7844310998917 70.436285495758057 280.48326241970062 75.600833058357239 52.769971609115601 697.3869012594223 78.012651443481445 404.26448893547058 50.592211842536926 123.32328641414642 64.701857089996338 48.64342212677002
leaf_count=3559 53 211 43 39 392 28 295 26 78 40 16
internal_value=0 -0.000229156 -0.00063567 -0.00191096 0.000299706 0.00186492 -0.000276493 0.000391418 0.00168801 -0.00115683 -9.10733e-05
internal_weight=0 1946.22 1100.38 241.716 845.836 148.449 858.663 454.399 173.915 188.946 124.244
internal_count=4780 1221 748 138 473 81 610 315 104 99 59
is_linear=0
shrinkage=0.06


Tree=468
num_leaves=12
num_cat=0
split_feature=12 85 14 95 87 108 94 79 68 83 19
split_gain=0.0342275 0.135506 0.219892 0.200959 0.198008 0.171409 0.192813 0.278075 0.241955 0.269678 0.205245
threshold=0.0033348383149132137 0.0034400182776153092 0.00047558375808876013 0.00899649551138282 0.00070876078098081063 0.00093549740267917525 0.0010918468469753864 0.0013146653072908523 0.0045489775948226461 0.018276390619575981 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -4 8 -8 10 -10 -7
right_child=1 3 5 4 -6 6 7 -9 9 -11 -12
leaf_value=0.00010464979346310729 -0.0024732591459286171 0.00032499817454685658 -0.0013460478114419782 -0.0042748236818007761 0.00032746167446585646 9.618994344293468e-05 -0.0040478781392836215 -0.00013548889862498447 -0.0022502696480552176 0.0021474863491097382 0.0042259792918015703
leaf_weight=5168.3534083366394 181.48677563667297 2212.018915772438 424.02206468582153 69.86640465259552 64.818886399269104 68.146584987640381 69.978345394134521 979.84948480129242 111.39648950099945 91.206416487693787 118.85582613945007
leaf_count=3160 110 696 150 30 26 23 47 427 46 30 35
internal_value=0 -0.000123161 -0.00048018 0.000187957 -0.00206132 -0.000285947 2.64049e-05 -0.000396638 0.00116614 -0.000270435 0.00272188
internal_weight=0 4391.65 2044.94 2346.7 134.685 1863.46 1439.43 1049.83 389.605 202.603 187.002
internal_count=4780 1620 868 752 56 758 608 474 134 76 58
is_linear=0
shrinkage=0.06


Tree=469
num_leaves=12
num_cat=0
split_feature=111 139 123 52 15 7 107 140 0 40 104
split_gain=0.0376852 0.0385793 0.0389496 0.147673 0.122931 0.166997 0.163666 0.199371 0.166816 0.157374 0.169018
threshold=0.021960759535431865 0.0058306583669036635 0.0022272822679951791 0.012636432424187662 0.0087224207818508166 0.002945306478068233 0.00046126570669002836 0.00899649551138282 0.0013146653072908523 0.0066005610860884198 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 9 8 -8 10 -4
right_child=-2 -3 3 -5 5 -7 7 -9 -10 -11 -12
leaf_value=6.0620588475191325e-05 0.0015939022280957121 -0.0010229174354438421 -0.0021242030914244677 -0.0028704661779287897 -0.00052249454136460416 0.0026463677534016 -0.0039883600791536244 0.0017133365090620312 -0.00091505329790929693 0.0016699314836374963 0.0011869756604164308
leaf_weight=7791.2972987890244 53.004030227661133 133.08250069618225 118.85582613945007 74.567923545837402 116.20994913578033 123.32837498188019 70.324344754219055 94.646055817604065 655.87717068195343 224.86388659477234 103.94224143028259
leaf_count=4114 11 35 35 45 78 47 36 44 252 57 26
internal_value=0 -8.90893e-06 5.49782e-06 -0.000265861 -0.00013689 0.00110945 -0.00037231 -0.000875573 -0.00121318 0.000550479 -0.000579596
internal_weight=0 9507 9373.91 1582.62 1508.05 239.538 1268.51 820.848 726.202 447.662 222.798
internal_count=4780 4769 4734 620 575 125 450 332 288 118 61
is_linear=0
shrinkage=0.06


Tree=470
num_leaves=12
num_cat=0
split_feature=111 97 7 11 65 18 145 104 16 65 43
split_gain=0.0333067 0.0334954 0.102793 0.144049 0.0825768 0.0547288 0.192621 0.0456018 0.131926 0.175229 0.145644
threshold=0.021960759535431865 0.04273676127195359 0.0026012937305495147 0.0014427106943912806 0.00068727668258361529 0.13848232477903369 0.0010918468469753864 0.012636432424187662 0.0022272822679951791 0.021960759535431865 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 7 -7 -1 9 10 -9
right_child=-2 2 3 -5 -6 6 -8 8 -10 -11 -12
leaf_value=4.1934396879961182e-05 0.0014984481916128476 -0.00039196373714720477 -0.0017553598773989618 0.002355412273989054 -0.0036270451608788582 0.0026658434905717835 -0.001906730756337197 -0.0013932956614275678 0.0024224659951938782 0.0039733231908301823 1.5810398684505144e-05
leaf_weight=7970.6673774719238 53.004030227661133 56.672639608383179 56.214699506759644 67.342645525932312 56.901609659194946 99.810603380203247 49.55930233001709 493.40508639812469 58.051548480987549 30.402138829231262 567.96792137622833
leaf_count=3839 11 28 22 28 31 34 28 329 15 10 405
internal_value=0 -8.37703e-06 -0.000712374 0.000485233 -0.00201453 9.63934e-06 0.00114845 -9.02384e-06 -0.000362242 -0.000510518 -0.000639316
internal_weight=0 9507 237.132 123.557 113.574 9269.86 149.37 9120.49 1149.83 1091.78 1061.37
internal_count=4780 4769 109 50 59 4660 62 4598 759 744 734
is_linear=0
shrinkage=0.06


Tree=471
num_leaves=12
num_cat=0
split_feature=60 81 26 107 13 117 11 124 128 128 86
split_gain=0.0392075 0.1076 0.150973 0.125687 0.195879 0.153382 0.23865 0.156818 0.12408 0.177472 0.25002
threshold=0.00046126570669002836 0.0015833032084628942 0.00017767510871635753 0.0005893622583243997 0.00087947337306104611 0.0019672545604407792 0.00044738779251929378 0.013860232196748258 0.020035739988088611 0.0084566329605877417 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -7 -2 9 -3 -11
right_child=1 8 -4 4 -6 6 -8 -9 -10 10 -12
leaf_value=0.00013714146698549579 -0.0035852899680769708 5.6577410767661344e-05 0.0011648282583381943 -0.0011544208352166621 -0.0046862461316350993 0.0045204312272901634 -0.0005618147175624101 0.00011169675190157408 0.0010102531554699945 -0.0023605553008740512 0.00043613209697651752
leaf_weight=4204.0891604423523 66.884705424308777 3580.7969769239426 132.04450261592865 380.98077595233917 66.309736013412476 53.2330002784729 88.336658000946045 107.7278801202774 407.85168898105621 272.81022143363953 198.93429660797119
leaf_count=2145 22 1885 68 254 30 14 39 29 109 126 59
internal_value=0 -0.000107656 -0.00070781 -0.0010318 -0.00167894 -0.000116075 0.00135105 -0.00130566 1.28501e-05 -8.75519e-05 -0.00118135
internal_weight=0 5355.91 895.517 763.473 447.291 316.182 141.57 174.613 4460.39 4052.54 471.745
internal_count=4780 2635 456 388 284 104 53 51 2179 2070 185
is_linear=0
shrinkage=0.06


Tree=472
num_leaves=12
num_cat=0
split_feature=106 131 71 62 79 98 10 79 65 50 91
split_gain=0.0345825 0.131428 0.346245 0.126342 0.226028 0.350101 0.251511 0.344142 0.164314 0.184725 0.319893
threshold=0.0030382014811038975 0.068554218858480467 0.0058306583669036635 0.0005893622583243997 0.0049928687512874612 0.0022975050378590827 0.0023699469165876512 0.020035739988088611 0.00068727668258361529 0.0033348383149132137 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 6 -6 8 9 10 -8
right_child=3 2 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-4.972522594601418e-05 -3.7164843573968483e-05 -0.00013908014696609406 -0.0063421406898104592 -0.00035460926811284169 0.004164275410414379 -0.00048358756215778121 0.0041978561993759808 -0.0012062097551744158 0.00084166299303835138 0.005970353913784675 -0.0013407631579590723
leaf_weight=4999.0478502511978 1977.7723379135132 124.36128449440002 43.707844614982605 1368.3710067272186 134.57335031032562 353.45857274532318 102.33436250686646 147.87905609607697 184.93659210205078 64.360946297645569 59.196398735046387
leaf_count=2231 1184 45 29 873 39 173 36 58 62 20 30
internal_value=0 -0.000105227 -0.00175505 0.000123757 0.000340187 0.00105311 0.00183654 0.00127522 0.00216849 0.00325391 0.00216854
internal_weight=0 5167.12 168.069 4392.88 3024.51 1046.74 693.281 558.707 410.828 225.892 161.531
internal_count=4780 2305 74 2475 1602 418 245 206 148 86 66
is_linear=0
shrinkage=0.06


Tree=473
num_leaves=12
num_cat=0
split_feature=133 60 51 80 128 73 137 128 42 64 75
split_gain=0.0345357 0.0900514 0.120746 0.233225 0.161576 0.241132 0.116586 0.0970943 0.0932079 0.0803784 0.0761789
threshold=0.00055427959887310873 0.0084566329605877417 0.0011261500185355546 0.0025217677466571335 0.0014427106943912806 0.0044099434744566688 0.00017767510871635753 0.0010918468469753864 0.00017767510871635753 0.0035485138650983576 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 -1 -6 8 -3 -7 -2 -4
right_child=9 7 3 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-9.592395397588819e-05 -1.9592935759625726e-05 0.00052849126252109359 -0.0039915054255946544 0.0016515605341452348 0.0042742430041825862 0.0012361624915141094 0.0022359336104981718 -0.0039932723267906423 -0.0016149860665066562 -0.0017779692508572986 -0.0010285719190372433
leaf_weight=340.82959997653961 8462.9072593450546 33.612808108329773 58.850399374961853 84.779989361763 97.515814304351807 80.882409930229187 120.69267511367798 34.645717620849609 84.093079209327698 94.534115076065063 66.655735373497009
leaf_count=225 4277 21 41 39 35 19 28 19 30 27 19
internal_value=0 0.000333154 0.000486914 -0.000778471 0.000854495 0.00169967 0.00081962 -0.00176909 -0.000217254 -3.90383e-05 -0.00241998
internal_weight=0 1002.56 934.3 210.286 724.014 383.184 285.668 68.2585 164.975 8557.44 125.506
internal_count=4780 476 436 99 337 112 77 40 49 4304 60
is_linear=0
shrinkage=0.06


Tree=474
num_leaves=12
num_cat=0
split_feature=75 111 112 146 92 84 3 60 109 105 112
split_gain=0.0356908 0.11502 0.11411 0.105804 0.244976 0.156385 0.250392 0.231363 0.190169 0.17037 0.154138
threshold=0.0020932231564074759 0.00090704852482303988 0.010829726699739696 0.0056525857653468856 0.4073652476072312 0.0012357163941487672 0.00073092587990686308 0.0025217677466571335 0.00017767510871635753 0.00017767510871635753 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 8 10 -5 -10 -8
right_child=2 -3 -4 4 -6 -7 7 -9 9 -11 -12
leaf_value=-4.1927972272183872e-05 -6.389914494875209e-05 -0.0025181148835697778 -0.0023046427993172183 0.003994252401545462 0.0051517121253955361 -0.0013031896523414996 0.0024731802143698372 0.0047791541820392108 0.0031550144966338983 -0.00020756964308037975 -0.0016506180314129835
leaf_weight=2597.126233458519 5541.2642737627029 57.705549120903015 82.943140387535095 46.119663000106812 41.530084848403931 156.01512575149536 86.387868285179138 93.501205563545227 58.392459273338318 746.70196783542633 52.312031507492065
leaf_count=1672 2252 26 46 14 16 118 29 29 35 510 33
internal_value=0 0.000138578 -9.6985e-05 0.000178173 0.000624393 0.000472291 0.000728062 0.00247404 0.000251545 3.66758e-05 0.00091778
internal_weight=0 3935.79 5624.21 3878.09 1280.96 1239.43 1083.42 232.201 851.214 805.094 138.7
internal_count=4780 2482 2298 2456 784 768 650 91 559 545 62
is_linear=0
shrinkage=0.06


Tree=475
num_leaves=12
num_cat=0
split_feature=35 102 115 68 97 58 101 67 77 129 55
split_gain=0.0350576 0.1333 0.151517 0.182786 0.155276 0.135252 0.122082 0.0784405 0.0468976 0.134005 0.244124
threshold=0.025578102096915249 0.00747153488919139 0.0063990866765379914 0.000490355829242617 0.00038414125447161501 0.0045489775948226461 0.000490355829242617 0.0092791137285530585 0.066585760563611998 0.00066645268816500913 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -5 7 -3 -4 -1 -10 -11
right_child=1 6 5 4 -6 -7 -8 -9 9 10 -12
leaf_value=5.2022851261023813e-05 -0.004900984778041512 -0.00088526749795728469 0.00039797286127762709 -0.0026112411005016125 0.0023889739391155023 -0.0014829745406716988 -0.0046972066790313726 0.0027057428752760636 0.0011694840418991811 -0.0040594854730019309 0.00045187042303714383
leaf_weight=8748.2141585350037 41.184085488319397 100.26854348182678 100.61454284191132 43.936814665794373 45.315723538398743 66.538706064224243 43.24990451335907 112.08848822116852 85.812898874282837 83.518109798431396 89.25762677192688
leaf_count=4458 27 40 29 32 19 33 23 24 37 38 20
internal_value=0 -0.00046357 8.78156e-05 -0.00159975 -7.26757e-05 0.000876387 -0.00203648 0.0016148 2.84801e-05 -0.000767698 -0.00172996
internal_weight=0 553.197 409.678 130.437 89.2525 279.242 143.518 212.703 9006.8 258.589 172.776
internal_count=4780 227 164 78 51 86 63 53 4553 95 58
is_linear=0
shrinkage=0.06


Tree=476
num_leaves=12
num_cat=0
split_feature=113 113 147 94 37 131 98 74 143 63 114
split_gain=0.0367136 0.123182 0.159792 0.279112 0.16214 0.231394 0.14063 0.104286 0.108325 0.152105 0.122463
threshold=0.0019071503775194289 0.0026833302108570938 0.0045489775948226461 0.012252715881913902 0.00099512818269431613 0.0005893622583243997 0.00096484774257987748 0.0011980500421486797 0.002945306478068233 0.00073092587990686308 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 8 9 -3 -11
right_child=1 6 4 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=-8.3405466833034596e-05 -0.0008064547946534257 -0.0021357263107567161 0.0026077669595074206 0.0045726233353629055 0.0024800743069678419 -0.0017033024022022037 0.00016811568844782014 -0.0035051730973665826 -0.0014566054439435938 -0.00016552133416391758 0.0041254045404114257
leaf_weight=6360.1070810556412 296.31781589984894 47.722453355789185 79.045560956001282 39.23529577255249 271.32446038722992 103.25024271011353 1974.6685208082199 53.344941020011902 239.30426549911499 47.264513254165649 48.414452075958252
leaf_count=2915 201 35 26 17 91 48 1221 31 153 29 13
internal_value=0 0.00016576 0.000816355 -0.000176319 0.00155054 0.000166432 -4.72435e-05 -0.00102232 -0.000675411 0.00062833 0.00200777
internal_weight=0 3199.89 789.173 335.553 453.62 182.296 2410.72 436.051 382.706 143.401 95.679
internal_count=4780 1865 383 218 165 74 1482 261 230 77 42
is_linear=0
shrinkage=0.06


Tree=477
num_leaves=12
num_cat=0
split_feature=135 107 78 29 37 63 114 3 29 47 53
split_gain=0.0331717 0.0480933 0.0417459 0.104193 0.197407 0.0978293 0.13266 0.375953 0.233064 0.180923 0.178357
threshold=0.1067372113466263 0.0010263677686452868 0.00068727668258361529 0.00017767510871635753 0.02129978779703379 0.00017767510871635753 0.0019071503775194289 0.0037758676335215573 0.00017767510871635753 0.0027679565828293566 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 8 9 -4 -8 -9
right_child=1 -3 5 4 -6 -7 7 10 -10 -11 -12
leaf_value=0.0020321773623502141 -0.0028649890983764876 -9.0517798124685957e-05 -0.0042360146393331114 1.8030692466359699e-06 0.0040820692503886194 4.6212234901470444e-05 -0.0048918274213675022 0.00071949212306185949 0.00065170930829869386 -0.0015230904352205809 -0.0017454467648844165
leaf_weight=117.4769172668457 35.332627773284912 61.603128552436829 38.202386260032654 1116.6667385101318 44.282814025878906 7015.0378401279449 104.51212227344513 318.7110915184021 422.74491941928864 127.45492446422577 157.9740926027298
leaf_count=48 28 46 19 775 21 3341 49 75 242 70 66
internal_value=0 -0.00110371 1.13157e-05 0.000330165 0.000157777 -3.84914e-05 -0.000546489 -0.0010618 0.000245794 -0.00304232 -9.75866e-05
internal_weight=0 96.9358 9463.06 1278.43 1160.95 8184.64 1169.6 708.652 460.947 231.967 476.685
internal_count=4780 74 4706 844 796 3862 521 260 261 119 141
is_linear=0
shrinkage=0.06


Tree=478
num_leaves=12
num_cat=0
split_feature=105 105 87 18 67 81 25 136 146 141 11
split_gain=0.0336205 0.114348 0.230733 0.137559 0.280166 0.18992 0.172795 0.169406 0.216114 0.2128 0.212964
threshold=0.00099512818269431613 0.00062670491752214741 0.00070876078098081063 0.0037758676335215573 0.00060774214216507982 0.010180860292166473 0.044033329933881767 0.00090704852482303988 0.0021592099219560628 0.00899649551138282 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 -1 10 -10
right_child=-2 -3 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=0.00025169456211824985 -8.887485697437123e-05 0.00071257201000385513 -0.00089078852620274923 0.0046512976300401628 -0.00018737692446928645 -0.0021076259389246296 -0.0019869609550856484 -0.0019099009963378264 0.0028131312555231226 0.00513857392944095 -0.00064926979209094097
leaf_weight=1074.7143335342407 5887.4059742689133 941.642009973526 827.13661479949951 75.946832418441772 99.352663278579712 124.70219528675079 108.64376032352448 98.772605299949646 142.37359774112701 63.328036785125732 115.98097908496857
leaf_count=536 2966 439 461 32 28 65 41 67 48 22 75
internal_value=0 0.000142454 -5.41443e-05 0.000309374 0.00191039 0.000146904 0.000322322 0.000490244 0.00066014 0.00202422 0.00125913
internal_weight=0 3672.59 2730.95 1903.82 175.299 1728.52 1603.81 1495.17 1396.4 321.683 258.355
internal_count=4780 1814 1375 914 60 854 789 748 681 145 123
is_linear=0
shrinkage=0.06


Tree=479
num_leaves=12
num_cat=0
split_feature=37 118 129 128 147 53 46 129 36 86 84
split_gain=0.0314267 0.0937519 0.246736 0.182727 0.241376 0.247393 0.240269 0.203246 0.200451 0.218943 0.188469
threshold=0.00038414125447161501 0.00017767510871635753 0.059226244688034065 0.0019071503775194289 0.015200819820165636 0.00244467705488205 0.0045489775948226461 0.00244467705488205 0.0026833302108570938 0.0015833032084628942 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 6 -5 -3 9 10 -6
right_child=-2 2 -4 4 8 -7 -8 -9 -10 -11 -12
leaf_value=0.00019373530062862337 9.7845870541589481e-05 -0.00031577001850520637 0.0018803078745887665 -0.0021908615712549779 -0.001015980848856776 -0.00093365953343910657 -0.0065559888980707493 0.0019840094965805741 0.00058514270877600065 0.001596830597689231 -0.0043463245139580024
leaf_weight=1896.442165017128 5284.5633652210236 792.48072004318237 163.02669942378998 138.92886984348297 177.24828541278839 306.99291038513184 67.454586267471313 167.49415969848633 402.00023126602173 69.983433961868286 93.384176254272461
leaf_count=1097 2539 504 39 65 70 170 45 82 110 16 43
internal_value=0 -0.000120946 -0.000371795 -0.000537557 -0.00101386 -0.00201411 -0.00362005 8.5655e-05 -0.000322193 -0.0013929 -0.00216633
internal_weight=0 4275.44 2378.99 2215.97 1255.99 513.376 206.383 959.975 742.616 340.616 270.632
internal_count=4780 2241 1144 1105 519 280 110 586 239 129 113
is_linear=0
shrinkage=0.06


Tree=480
num_leaves=12
num_cat=0
split_feature=49 106 94 125 31 25 59 129 124 13 101
split_gain=0.0345747 0.038003 0.104762 0.150606 0.143979 0.164214 0.161711 0.123684 0.156279 0.224476 0.115529
threshold=0.041476719081401832 0.0030382014811038975 0.055838862434029586 0.0056525857653468856 0.21471316367387774 0.0095705352723598498 0.000490355829242617 0.000490355829242617 0.013860232196748258 0.00077738583786413084 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -8 9 -9 -5
right_child=-2 2 -4 10 -6 6 7 8 -10 -11 -12
leaf_value=-0.0001017219251021729 -0.0014499791932926715 8.1942687714277414e-06 0.0031180558545103377 0.00032708143110857945 0.0029366380941364136 0.0010760479353345896 -0.00013206147874858431 -0.0023660652206464179 -0.00011566506529564724 -0.0076183602990912026 0.0016979954221878336
leaf_weight=5133.1581718921661 58.738458633422852 2837.7076442241669 41.988024950027466 757.85535669326782 55.410760045051575 77.783681392669678 87.532718539237976 101.41339373588562 54.723849892616272 41.184085488319397 312.50345730781555
leaf_count=2295 24 1733 22 361 27 25 44 55 18 27 149
internal_value=0 8.97105e-06 0.000139051 0.000110066 -9.29228e-05 -0.000145467 -0.00134756 -0.00200951 -0.00284187 -0.00388728 0.000727457
internal_weight=0 9501.26 4368.1 4326.11 3255.76 3200.35 362.638 284.854 197.321 142.597 1070.36
internal_count=4780 4756 2461 2439 1929 1902 169 144 100 82 510
is_linear=0
shrinkage=0.06


Tree=481
num_leaves=12
num_cat=0
split_feature=70 108 53 127 131 146 107 18 65 60 71
split_gain=0.0345553 0.134781 0.175631 0.141081 0.249322 0.151529 0.319906 0.274513 0.238941 0.220324 0.235945
threshold=0.0010918468469753864 0.0087224207818508166 0.00093549740267917525 0.0066005610860884198 0.13848232477903369 0.0046923852059990176 0.0014427106943912806 0.00075379351619631063 0.000490355829242617 0.00046126570669002836 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 8 9 -8 -11
right_child=-2 2 -4 -5 -6 6 7 -9 -10 10 -12
leaf_value=-0.00010181379280945815 -0.00012773220331591838 -0.003288507295863627 -0.00030287860235124166 0.0010416695694779917 -0.0035685202789677993 0.0016428442406301879 -1.1565801119416748e-07 -0.0024132105801724438 -0.0012593210132924191 0.0013380393643533646 0.007168230836655254
leaf_weight=2470.4396362304688 4241.9353702068329 77.09168267250061 874.85397958755493 673.19748520851135 65.505796551704407 629.83563995361328 110.70449078083038 162.21258282661438 152.46354568004608 57.705549120903015 44.053843975067139
leaf_count=1115 2237 47 527 277 35 237 68 106 87 26 18
internal_value=0 0.000101869 -0.000544985 0.000242912 9.72788e-05 0.000163574 0.000730206 -0.000360334 0.000552593 0.0018528 0.00386661
internal_weight=0 5318.06 951.946 4366.12 3692.92 3627.42 1156.98 527.14 364.927 212.464 101.759
internal_count=4780 2543 574 1969 1692 1657 542 305 199 112 44
is_linear=0
shrinkage=0.06


Tree=482
num_leaves=12
num_cat=0
split_feature=52 64 74 40 30 17 99 129 133 129 1
split_gain=0.0329971 0.0962536 0.221846 0.103319 0.140395 0.120963 0.155602 0.198223 0.152596 0.148597 0.0961568
threshold=0.012636432424187662 0.0010585968848317864 0.0028552538715302949 0.0011980500421486797 0.0017376682371832433 0.0033348383149132137 0.0019672545604407792 0.0015833032084628942 0.015675474889576439 0.0028552538715302949 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 -7 -8 9 -5 -9
right_child=1 -3 -4 5 -6 6 7 10 -10 -11 -12
leaf_value=3.8811245129427958e-05 8.5134504304483767e-05 0.0025691442660543359 -0.0052200246967088965 -0.0015547055297953285 0.0036299465365595795 -0.001679491780012381 -0.0010019056926418612 0.0047216405078401493 0.00099969236460457716 -0.005396523525865113 0.0010946733638256948
leaf_weight=8526.0317689180374 300.10345458984375 39.810265183448792 33.612808108329773 205.80339813232422 46.348633050918579 108.40970170497894 84.087990641593933 52.429060816764832 66.538706064224243 43.936814665794373 52.887000918388367
leaf_count=4141 204 9 21 149 17 69 61 19 33 32 25
internal_value=0 -0.000320087 -0.000436031 -0.000268097 0.000560273 -0.000735452 0.000132378 0.00116978 -0.0015524 -0.00223249 0.00290304
internal_weight=0 1033.97 994.158 960.545 346.452 614.093 297.814 189.404 316.279 249.74 105.316
internal_count=4780 639 630 609 221 388 174 105 214 181 44
is_linear=0
shrinkage=0.06


Tree=483
num_leaves=12
num_cat=0
split_feature=133 101 125 101 117 24 51 14 85 148 64
split_gain=0.0334838 0.0828366 0.118696 0.184171 0.159524 0.0916708 0.130489 0.102254 0.145332 0.0774603 0.0725784
threshold=0.00055427959887310873 0.00055427959887310873 0.0011980500421486797 0.0016846025246195497 0.0031340263085439806 0.0026012937305495147 0.0013560238294303419 0.00017767510871635753 0.00068727668258361529 0.0016331639490090313 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 7 8 -1 -7 -2
right_child=10 2 -4 -5 -6 9 -8 -9 -10 -11 -12
leaf_value=-0.00025211957429068605 -1.9967304000351372e-05 0.0048058576249071523 -0.0014773167279857505 -8.2067147243139053e-05 0.0008149771404186287 0.0031579775325602921 -0.0025180373560519209 0.00071029474998893802 -0.0044912237680365284 -1.7304499584968855e-05 -0.0016908491940825811
leaf_weight=148.21487832069397 8462.9072593450546 82.602229595184326 52.887000918388367 123.09431636333466 64.014946937561035 53.919910430908203 85.237929463386536 299.77780950069427 36.136567234992981 56.672639608383179 94.534115076065063
leaf_count=109 4277 26 25 75 31 23 45 91 23 28 27
internal_value=0 0.000328036 0.00111968 0.00162928 0.00306513 -4.76588e-05 -0.000354756 2.65618e-05 -0.00108505 0.00153227 -3.84451e-05
internal_weight=0 1002.56 322.598 269.711 146.617 679.96 569.367 484.129 184.351 110.593 8557.44
internal_count=4780 476 157 132 57 319 268 223 132 51 4304
is_linear=0
shrinkage=0.06


Tree=484
num_leaves=12
num_cat=0
split_feature=113 125 79 129 38 67 137 79 125 17 91
split_gain=0.0326849 0.106661 0.162187 0.181004 0.206259 0.119086 0.27258 0.154752 0.178311 0.242778 0.206398
threshold=0.0019071503775194289 0.027182282879948619 0.020035739988088611 0.0015833032084628942 0.0005893622583243997 0.0044099434744566688 0.0010263677686452868 0.0033348383149132137 0.0056525857653468856 0.00077738583786413084 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 7 -7 -2 10 -10 -9
right_child=1 -3 3 4 -6 6 -8 8 9 -11 -12
leaf_value=-7.8701258220838528e-05 0.00035636715521232716 -0.0017007052405182059 0.0042355566485622964 -0.001948702586254218 0.0025504075745318277 0.0052927005670873883 -0.00015935064769094861 0.0015270072169793873 0.0025689812119400568 -0.00096064857036156747 -0.0014745243848310594
leaf_weight=6360.1070810556412 1723.3102519512177 107.49382150173187 72.736163139343262 65.047856450080872 83.86410915851593 51.167181253433228 92.697266101837158 94.875025868415833 132.39050197601318 149.0239063501358 627.28643798828125
leaf_count=2915 1112 57 21 29 27 18 34 47 57 73 390
internal_value=0 0.000156396 0.000221003 0.00178441 0.000585113 0.000100236 0.00178207 1.1444e-05 -0.000580824 0.000700177 -0.00108004
internal_weight=0 3199.89 3092.4 221.648 148.912 2870.75 143.864 2726.89 1003.58 281.414 722.161
internal_count=4780 1865 1808 77 56 1731 52 1679 567 130 437
is_linear=0
shrinkage=0.06


Tree=485
num_leaves=12
num_cat=0
split_feature=103 103 128 124 102 50 14 131 70 121 41
split_gain=0.0316444 0.125056 0.172438 0.131622 0.108377 0.137074 0.162948 0.0984932 0.0984824 0.153618 0.0796743
threshold=0.00087947337306104611 0.0012357163941487672 0.00039601318712811922 0.00899649551138282 0.0066005610860884198 0.028884131461381916 0.0095705352723598498 0.0053125319536775359 0.0013986918493174019 0.0035485138650983576 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 10 -6 -7 -10 -3
right_child=1 4 3 -5 7 8 -8 -9 9 -11 -12
leaf_value=4.0827513184827059e-05 0.00074772369777833018 -0.00085884961323359917 -0.0017354722256934345 -0.005889830444493478 -0.00032059216011527376 -0.00026361521057539249 0.0028695209632710016 0.0030252611531570652 0.0043677259521717297 0.00028720212782555929 -0.003452184146008406
leaf_weight=8386.7619882822037 76.516713261604309 449.92621183395386 111.73740029335022 36.365537285804749 54.606820583343506 145.00420904159546 40.039235234260559 75.25992226600647 56.672639608383179 80.073381900787354 47.035543203353882
leaf_count=4056 55 303 66 26 32 98 12 23 28 55 26
internal_value=0 -0.000291849 -0.00156452 -0.00275883 9.63558e-06 -0.000245836 -0.000808126 0.00161922 0.000825763 0.00198028 -0.00110494
internal_weight=0 1173.24 224.62 148.103 948.618 818.751 537.001 129.867 281.75 136.746 496.962
internal_count=4780 724 147 92 577 522 341 55 181 83 329
is_linear=0
shrinkage=0.06


end of trees

feature_importances:
Column_72=77
Column_75=77
Column_86=75
Column_25=66
Column_128=65
Column_129=65
Column_108=64
Column_67=62
Column_36=61
Column_111=61
Column_133=60
Column_79=59
Column_27=56
Column_77=56
Column_18=55
Column_102=54
Column_123=54
Column_46=53
Column_39=52
Column_92=52
Column_30=51
Column_53=50
Column_78=50
Column_88=50
Column_97=50
Column_114=50
Column_124=50
Column_0=48
Column_19=48
Column_117=48
Column_13=47
Column_58=47
Column_14=46
Column_73=46
Column_81=46
Column_83=46
Column_105=46
Column_65=45
Column_82=45
Column_15=44
Column_17=44
Column_141=43
Column_29=42
Column_50=42
Column_125=42
Column_144=42
Column_33=41
Column_74=41
Column_35=40
Column_47=40
Column_21=39
Column_37=39
Column_38=39
Column_71=39
Column_135=39
Column_145=39
Column_60=38
Column_94=38
Column_101=38
Column_140=38
Column_3=37
Column_80=37
Column_118=37
Column_137=37
Column_149=37
Column_1=36
Column_16=36
Column_59=36
Column_84=36
Column_115=36
Column_139=36
Column_12=35
Column_28=35
Column_44=35
Column_54=35
Column_142=35
Column_147=35
Column_11=34
Column_40=34
Column_85=34
Column_93=34
Column_95=34
Column_107=34
Column_146=34
Column_23=33
Column_52=33
Column_69=33
Column_131=33
Column_138=33
Column_7=32
Column_87=32
Column_143=32
Column_24=31
Column_63=31
Column_98=31
Column_99=31
Column_109=31
Column_42=30
Column_45=30
Column_49=30
Column_70=30
Column_89=30
Column_116=30
Column_10=29
Column_20=29
Column_32=29
Column_55=29
Column_104=29
Column_8=28
Column_31=28
Column_106=28
Column_100=27
Column_113=26
Column_127=26
Column_132=26
Column_4=25
Column_6=25
Column_9=24
Column_57=24
Column_91=24
Column_96=24
Column_110=24
Column_22=23
Column_130=22
Column_51=21
Column_56=21
Column_68=21
Column_43=20
Column_66=20
Column_112=19
Column_34=17
Column_121=17
Column_148=17
Column_61=16
Column_103=16
Column_41=14
Column_150=14
Column_2=13
Column_5=13
Column_62=13
Column_122=13
Column_26=12
Column_134=12
Column_64=11
Column_48=10
Column_136=10
Column_76=9
Column_126=8
Column_120=6
Column_119=5
Column_90=4

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: 0.1]
[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: 3]
[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
