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] [1.0000003385357559e-05:0.090102985501289368] [1.0000003385357559e-05:0.86340165138244629] [1.0000003385357559e-05:0.71860438585281372] [1.0000003385357559e-05:0.71860438585281372] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.97632056474685669] [1.0000003385357559e-05:0.9845854640007019] [1.0000003385357559e-05:0.95664423704147339] [1.0000003385357559e-05:0.28777784109115601] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.60767316818237305] [1.0000003385357559e-05:0.92631375789642334] [1.0000003385357559e-05:0.4765896201133728] [1.0000003385357559e-05:0.84797775745391846] [1.0000003385357559e-05:0.994098961353302] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.60019838809967041] [1.0000003385357559e-05:0.90466052293777466] [1.0000003385357559e-05:0.77730989456176758] [1.0000003385357559e-05:0.051855459809303284] [1.0000003385357559e-05:0.94500470161437988] [1.0000003385357559e-05:0.88404929637908936] [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] [1.0000003385357559e-05:0.98256754875183105] [1.0000003385357559e-05:0.23935934901237488] [1.0000003385357559e-05:0.89331942796707153] [1.0000003385357559e-05:0.44553956389427185] [1.0000003385357559e-05:0.88404929637908936] [1.0000003385357559e-05:0.99955171346664429] [1.0000003385357559e-05:0.97325074672698975] [1.0000003385357559e-05:0.9926641583442688] [1.0000003385357559e-05:0.095359459519386292] [1.0000003385357559e-05:0.61509788036346436] [1.0000003385357559e-05:0.11597072333097458] [1.0000003385357559e-05:0.98867827653884888] [1.0000003385357559e-05:0.68595945835113525] [1.0000003385357559e-05:0.80807721614837646] [1.0000003385357559e-05:0.78267252445220947] [1.0000003385357559e-05:0.93992334604263306] [1.0000003385357559e-05:0.90991699695587158] [1.0000003385357559e-05:0.9591643214225769] [1.0000003385357559e-05:0.98505294322967529] [1.0000003385357559e-05:0.95258414745330811] [1.0000003385357559e-05:0.36297920346260071] [1.0000003385357559e-05:1.0000100135803223] [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=1394 1451 1450 1446 1451 1446 1447 1444 1446 1446 1453 1452 1449 1453 1440 1454 1450 1447 1450 1451 1454 1445 1446 1446 1446 1451 1447 1456 1448 1457 1447 1453 1454 1449 1449 1448 1452 1453 1453 1452 1453 1447 1448 1457 1450 1452 1455 1446 1443 1457 1454 1436 1446 1450 1458 1453 1452 1449 1459 1449 1449 1446 1467 1445 1448 1453 1453 1445 1449 1458 1455 1453 1439 1464 1461 1462 1447 1459 1458 1451 1445 1466 1442 1467 1458 1450 1449 1456 1464 1442 1464 1449 1461 1461 1463 1450 1447 1457 1449 1465 1453 1458 1457 1446 1452 1461 1451 1451 1448 1458 1440 1459 1447 1446 1454 1463 1449 1463 1442 1454 1453 1459 1462 1449 1457 1463 1451 1449 1439 1456 1465 1455 1446 1470 1448 1448 1446 1455 1449 1440 1447 1450 1455 1458 1453 1449 1456 1464 1451 1443 1449 1454 1457 1453 1456 1449 1453 1470 1470 1441 1455 1451 1455 1449 1461 1461 1448 1461 1450 1448 1450 1461 1457 1445 1458 1448 1458 1461 1462 1464 1460 1459 1455 1453 1450 1446 1464 1457 1465 1453 1453 1449 1456 1450 1454 1460 1455 1449 1461 1453 1458 1450 1456 1451 1463 1455 1450 1458 1460 1456 1460 1456 1447 1459 1465 1443 1447 1450 1461 1469 1449 1450 1459 1465 1467 1447 1455 1445 1448 1463 1450 1469 1462 1453 1471 1460 1466 1467 1453 1455 1458 1452 1447 1469 1464 1457 1455 1452 1459 1464 1453 1462 1455 1458 1451 1446 1441 1466 1448 1472 1462 1445 1459 1466 1459 1458 1465 1447 1462 1445 1469 1462 1450 1455 1464 1455 1451 1441 1460 1470 1456 1455 1455 1457 1448 1464 1451 1457 1459 1446 1454 1464 1468 1457 1454 1458 1454 1455 1471 1461 1461 1461 1458 1451 1454 1464 1455 1459 1466 1444 1460 1451 1451 1467 1452 1455 1456 1442 1455 1452 1457 1451 1465 1458 1465 1460 1448 1458 1457 1454 1457 1459 1462 1458 1451 1445 1460 1463 1460 1454 1449 1451 1462 1455 1447 1449 1466 1459 1458 1456 1458 1453 1471 1454 1450 1470 1463 1456 1458 1464 1466 1461 1471 1460 1467 1470 1467 1459 1462 1453 1469 1463 1457 1457 1463 1463 1449 1458 1455 1460 1449 1458 1449 1455 1450 1463 1443 1456 1452 1464 1470 1460 1459 1450 1468 1460 1461 1467 1462 1463 1463 1461 1447 1460 1464 1458 1464 1463 1454 1453 1468 1445 1466 1467 1468 1453 1462 1464 1462 1456 1460 1456 1462 1463 1464 1451 1456 1459 1464 1443 1457 1469 1471 1453 1450 1451 1459 1465 1470 1447 1464 1454 1447 1458 1456 1460 1463 1456 1458 1463 1473 1468 1458 1463 1465 1475 1469 1458 1463 1459 1454 1463 1453 1455 1458 1470 1458 1456 1450 1466 1466 1462 1467 1459 1458 1461 1461 1452 1455 1451 1466 1461 1455 1464 1457 1472 1448 1471 1465 1457 1454 1452 1471 1468 1453 1465 1452 1461 1470 1465 1457 1460 1453 1457 1461 1455 1466 1455 1450 1463 1463 1454 1458 1458 1458 1458 1466 1455 1466 1457 1464 1449 1446 1466 1460 1461 1465 1464 1459 1456 1458 1458 1470 1454 1468 1457 1460 1465 1463 1458 1465 1472 1461 1462 1459 1456 1461 1463 1458 1467 1449 1467 1462 1465 1461 1473 1468 1464 1459 1457 1452 1457 1455 1456 1456 1457 1467 1459 1469 1445 1464 1452 1468 1464 1464 1457 1457 1459 1468 1454 1461 1458 1463 1463 1455 1466 1460 1473 1465 1467 1467 1454 1451 1461 1470 1454 1461 1473 1464 1450 1460 1453 1459 1459 1455 1446 1456 1468 1446 1458 1457 1466 1455 1453 1466 1464 1451 1470 1460 1455 1462 1449 1462 1463 1457 1459 1466 1473 1462 1456 1480 1455 1465 1454 1457 1464 1461 1459 1455 1461 1453 1455 1467 1466 1468 1469 1450 1452 1459 1470 1464 1473

Tree=0
num_leaves=12
num_cat=0
split_feature=88 7 7 72 47 135 10 47 49 72 147
split_gain=54.8902 29.0663 21.5073 5.95276 5.86044 4.88481 4.37984 4.3736 3.50964 3.3929 3.77267
threshold=0.0010918468469753864 0.0010918468469753864 0.0015833032084628942 0.0095705352723598498 0.011519505176693203 0.0037758676335215573 0.010500331409275534 0.0049928687512874612 0.00037263428384903824 0.0020932231564074759 0.028884131461381916
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 6 -4 5 -3 9 -1 -5 -2 -11
right_child=2 4 3 8 -6 -7 -8 -9 -10 10 -12
leaf_value=0.24470735850752148 0.24701138371759526 0.25197926739845378 0.25500420532912094 0.25733590225559572 0.24499794697173882 0.26046378796696212 0.24459321847336535 0.24020328557965434 0.26286113969381542 0.25131145512058828 0.26022158680718022
leaf_weight=1500.2915983200073 437.26265144348145 927.95134556293488 1368.9695284366608 760.55777585506439 309.51401245594025 331.57028961181641 452.20455694198608 1607.9283760786057 907.94029462337494 732.6183807849884 223.19106960296631
leaf_count=847 228 437 602 317 172 128 250 1027 340 353 79
internal_value=0.250383 0.245738 0.254833 0.257937 0.252395 0.254213 0.249724 0.242377 0.260343 0.251389 0.253392
internal_weight=0 4677.26 4882.74 3037.47 1569.04 1259.52 1845.28 3108.22 1668.5 1393.07 955.809
internal_count=4780 2611 2169 1259 737 565 910 1874 657 660 432
is_linear=0
shrinkage=1


Tree=1
num_leaves=12
num_cat=0
split_feature=7 72 107 5 147 62 25 85 12 91 98
split_gain=75.406 14.9876 10.9888 7.10386 5.87615 6.41399 4.64149 4.61567 4.05087 3.55781 3.45003
threshold=0.0013986918493174019 0.0020932231564074759 0.0079489401541650313 0.00043393640953581786 0.00747153488919139 0.0005375427135732026 0.0020292587578296666 0.00046126570669002836 0.00062670491752214741 0.0035485138650983576 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 7 5 9 -6 -3 -1 -2 -5
right_child=2 3 -4 10 6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0098285038919707565 -0.003660936364174461 -0.0019327019591129293 -0.0038555172618857806 0.0025061768337281496 0.011901506276664871 0.0074532497511960736 0.0064903336392880089 0.0053447100395675714 -0.0050806616037457472 0.0045998594629932978 -0.0068699630265967801
leaf_weight=1723.1780970096588 457.85356414318085 656.07714772224426 404.40693140029907 170.78276002407074 844.60031175613403 770.68523669242859 1759.4316973686218 601.30714094638824 1035.8016439676285 318.08398854732513 817.7913601398468
leaf_count=1103 256 333 222 75 306 319 726 256 566 129 489
internal_value=0 -0.00508362 0.0055857 -0.00144454 0.00650557 0.00357623 0.00824541 0.00154751 -0.00804603 -0.000274547 -0.00525017
internal_weight=0 5004.94 4555.06 2245.96 4150.65 1546.62 2604.03 1257.38 2758.98 775.938 988.574
internal_count=4780 2822 1958 1153 1736 704 1032 589 1669 385 564
is_linear=0
shrinkage=0.06


Tree=2
num_leaves=12
num_cat=0
split_feature=72 107 147 39 12 57 92 114 124 11 18
split_gain=60.1533 22.9807 10.4804 7.91297 5.47665 5.41667 4.79211 3.48931 3.38612 3.2182 2.9108
threshold=0.0020932231564074759 0.0051502294372767219 0.0053125319536775359 0.00244467705488205 0.00062670491752214741 0.00044738779251929378 0.021960759535431865 0.013860232196748258 0.0005893622583243997 0.00070876078098081063 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 10 6 7 -4 -3 -5 -1
right_child=1 8 5 9 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.009985540931991832 -0.0041242992231391145 -0.0083493286557328582 0.0055387244000810083 -0.0061090868802038322 -0.0038757707924588006 0.012972159612148915 -0.00057268417337075683 0.010395827889201955 -0.0017083644317354479 0.0052286599872526755 -0.0036792891730742473
leaf_weight=1489.8389765024185 598.0707710981369 408.15270280838013 1657.1697059869766 98.068588614463806 1403.138862490654 498.37316751480103 333.07683420181274 784.53787887096405 856.27549731731415 1113.1871995925903 320.10969471931458
leaf_count=969 334 254 687 56 746 169 162 300 448 477 178
internal_value=0 0.00338635 0.00518713 0.00152253 -0.00668916 0.00721284 0.00617842 0.00709935 -0.00385204 0.00431071 -0.00887021
internal_weight=0 6346.91 5082.48 1809.33 3213.09 3273.16 2774.78 2441.71 1264.43 1211.26 1809.95
internal_count=4780 2887 2185 867 1893 1318 1149 987 702 533 1147
is_linear=0
shrinkage=0.06


Tree=3
num_leaves=12
num_cat=0
split_feature=7 88 72 10 1 49 89 39 5 107 40
split_gain=60.6098 10.5632 7.21528 5.79329 4.59097 7.64348 4.30936 4.03413 3.82916 4.30537 4.07559
threshold=0.0013986918493174019 0.00064626874518580746 0.0062037324532866487 0.007706565549597145 0.0027679565828293566 0.00037263428384903824 0.0013560238294303419 0.02129978779703379 0.0011261500185355546 0.010829726699739696 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -2 -5 -1 9 10 -3
right_child=3 8 -4 6 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0083594578144572315 0.0049556359333353976 -0.0031491580046190868 0.0010594888657312845 -0.00072289373340570439 0.0031901124117985394 0.012171622161590165 0.0069159467962649334 0.0049015949534392247 -0.00571177269743974 -0.0085458381638934301 0.0038468777861378305
leaf_weight=2534.2517766952515 1280.0410176515579 454.15873289108276 366.63488638401031 888.61205577850342 1107.0396208763123 900.00112044811249 379.36791515350342 85.365909934043884 507.94135665893555 174.76264214515686 881.82284510135651
leaf_count=1598 529 235 174 439 509 325 156 32 293 109 381
internal_value=0 -0.00455766 -0.00682397 0.00500779 0.00633677 0.00793466 0.00156258 -0.00792732 -0.00120509 0.000310148 0.00146862
internal_weight=0 5004.94 2986.25 4555.06 3287.08 2180.04 1267.98 2619.62 2018.69 1510.74 1335.98
internal_count=4780 2822 1804 1958 1363 854 595 1630 1018 725 616
is_linear=0
shrinkage=0.06


Tree=4
num_leaves=12
num_cat=0
split_feature=72 7 49 147 40 71 9 118 40 95 29
split_gain=48.2392 18.549 8.62982 7.61841 5.84677 4.05146 3.65395 3.27093 3.24888 2.73795 2.71188
threshold=0.0020932231564074759 0.001792412775103003 0.00037263428384903824 0.0038949446752667431 0.00060774214216507982 0.012636432424187662 0.00073092587990686308 0.00085274505545385193 0.0041444667149335155 0.0014881226234138014 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 7 6 -1 -6 -2 -3 -8 -9 -4
right_child=1 2 10 -5 5 -7 8 9 -10 -11 -12
leaf_value=-0.0095903648463467224 -0.0068280711428547374 0.0054719212832518363 0.01170320997562376 0.0026615587874392918 -0.0017854210147227427 -0.0070356270165120686 -0.0053308464490743317 0.0032824104724382729 0.0028178110599003763 -0.0032480432116151581 0.006643517962901079
leaf_weight=1078.7447147369385 709.12708926200867 1181.6060879230499 783.78460657596588 1236.0910438299179 1164.7002464532852 969.64257252216339 313.39201426506042 603.36319720745087 402.19805467128754 374.62500071525574 742.72525155544281
leaf_count=711 427 491 283 555 579 603 184 263 182 200 302
internal_value=0 0.00303251 0.00578835 -0.000785238 -0.00599021 -0.00417062 -0.00377569 0.00334755 -0.000750886 0.000780876 0.00924141
internal_weight=0 6346.91 3686.1 2660.81 3213.09 2134.34 1424.72 2159.59 715.59 977.988 1526.51
internal_count=4780 2887 1539 1348 1893 1182 793 954 366 463 585
is_linear=0
shrinkage=0.06


Tree=5
num_leaves=12
num_cat=0
split_feature=7 107 44 29 115 135 71 85 72 124 72
split_gain=47.8014 15.3035 9.13371 5.3288 5.15967 4.59705 5.02332 4.49175 4.26853 3.94913 2.86306
threshold=0.00040826165059115743 0.0051502294372767219 0.00073092587990686308 0.0023699469165876512 0.0028552538715302949 0.0079489401541650313 0.025578102096915249 0.00046126570669002836 0.011169348377734424 0.016668972559273246 0.030689206905663017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 9 7 -1 6 8 -4 -5 -2 -3
right_child=1 10 3 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.007845146472625816 -0.0030080576362804235 -0.0036457777778234331 0.001821433930217339 0.0020378552546585372 -0.0020817478331022071 0.0099809697039042605 -0.003612906182839892 0.010128940899394801 0.0079821676831169606 0.0041935243963766586 0.008128595399961476
leaf_weight=2185.8461058139801 751.02100682258606 1245.4760624170303 291.99688911437988 1212.8945631980896 751.43828809261322 392.15188407897949 354.60418975353241 1185.8298407793045 677.98060441017151 431.69493448734283 79.065510749816895
leaf_count=1379 394 688 128 547 387 149 198 432 256 191 31
internal_value=0 0.00282552 0.00426763 0.00560312 -0.00637071 0.00398705 0.00294027 0.0084875 0.00416921 -0.000379458 -0.00294293
internal_weight=0 6622.72 5298.17 4115.46 2937.28 2637.63 2245.48 1477.83 1890.88 1182.72 1324.54
internal_count=4780 3014 2295 1710 1766 1150 1001 560 803 585 719
is_linear=0
shrinkage=0.06


Tree=6
num_leaves=12
num_cat=0
split_feature=88 39 72 107 49 92 107 72 125 135 12
split_gain=29.6466 17.04 9.38082 10.2609 5.89745 4.8044 4.42047 4.43003 3.75325 3.18524 2.9425
threshold=0.0010918468469753864 0.00244467705488205 0.0020932231564074759 0.0045489775948226461 0.0005375427135732026 0.0041444667149335155 0.0079489401541650313 0.0054799309000372895 0.012252715881913902 0.0079489401541650313 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 4 5 8 7 -3 -4 -6 -1
right_child=2 6 3 -5 9 -7 -8 -9 -10 -11 -12
leaf_value=-0.0078145056981376356 -0.0022572102795267945 -0.00072357729267917526 0.00752430401860234 -0.0018630963975176155 0.0081238370298678357 -0.00011729335722445915 -0.0057520688066388216 0.0055667104925163713 -0.0011350374921288028 0.017730174026549115 -0.0036349953831731506
leaf_weight=1849.0235002040863 901.31473445892334 881.00887262821198 1084.3211216926575 738.18609774112701 1115.8740577697754 687.11092221736908 301.9108293056488 742.95936226844788 216.10704803466797 139.83027577400208 902.35305762290955
leaf_count=1185 463 448 410 390 426 334 181 304 103 43 493
internal_value=0 -0.00341386 0.00327019 0.00452148 0.00597466 0.00394099 0.000914777 0.00215421 0.00608528 0.00919356 -0.00644378
internal_weight=0 4677.26 4882.74 3981.43 3243.24 1987.54 1925.88 1623.97 1300.43 1255.7 2751.38
internal_count=4780 2611 2169 1706 1316 847 933 752 513 469 1678
is_linear=0
shrinkage=0.06


Tree=7
num_leaves=12
num_cat=0
split_feature=72 107 135 7 124 75 107 85 49 40 49
split_gain=34.8028 15.0158 7.86178 6.66397 6.16528 3.79359 3.54323 2.8993 2.76561 2.59982 2.5717
threshold=0.0020932231564074759 0.0058306583669036635 0.0013986918493174019 0.0015833032084628942 0.0038949446752667431 0.00093549740267917525 0.0031340263085439806 0.00039601318712811922 0.0027679565828293566 0.0066005610860884198 0.0081988852471113222
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 8 -2 6 -1 -6 -4 -3 -5
right_child=1 9 3 10 7 -7 -8 -9 -10 -11 -12
leaf_value=-0.0040382042662653345 -0.00056759150996445271 -0.0055369642260780939 0.00054954452162054169 0.0088433871836708974 -0.0030599152547867454 -0.0023808956377747406 -0.0090522218031158005 0.0052196067864181362 0.016502158124972369 0.0011379856007030828 0.018782150234641318
leaf_weight=971.026646733284 1546.4092687368393 812.79374492168427 516.09405148029327 1101.1662629842758 166.53841710090637 1179.4589813947678 1062.6019055843353 1775.859557390213 42.331788897514343 283.27409255504608 102.4451619386673
leaf_count=562 755 478 257 406 81 610 721 729 13 138 30
internal_value=0 0.00257578 0.00390915 0.00717599 0.00225922 -0.00508803 -0.0066581 0.00450973 0.00175884 -0.00381185 0.00968932
internal_weight=0 6346.91 5250.84 1762.04 3488.81 3213.09 2033.63 1942.4 558.426 1096.07 1203.61
internal_count=4780 2887 2271 706 1565 1893 1283 810 270 616 436
is_linear=0
shrinkage=0.06


Tree=8
num_leaves=12
num_cat=0
split_feature=72 124 39 69 78 118 42 7 29 138 29
split_gain=30.7518 13.6272 6.13019 4.81124 4.52195 3.56364 3.42937 3.64644 3.01579 2.91234 2.80762
threshold=0.0020932231564074759 0.0026012937305495147 0.0016846025246195497 0.0017376682371832433 0.0031340263085439806 0.0019672545604407792 0.0095705352723598498 0.00017767510871635753 0.0023699469165876512 0.0037758676335215573 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 9 -1 6 7 -4 -5 -3 -11
right_child=1 3 5 8 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.0068081344005773252 -0.0051500546435063058 0.00098996580825834544 -0.0066595143277018249 0.011288684830608287 -0.0022812650703751178 -0.0032954821034906511 -0.0050690710309618031 0.0046997355858592769 0.0055372559714844082 0.0062062142295547856 -0.0076889450805913652
leaf_weight=1775.5051163434982 807.3279082775116 1148.7709579467773 111.60582983493805 500.84650504589081 1437.5824173688889 500.41946375370026 184.18777084350586 1150.33820271492 952.19590938091278 935.76804935932159 55.451748847961426
leaf_count=1138 463 538 66 169 755 271 105 488 380 377 30
internal_value=0 0.00242124 -0.000754399 0.0048552 -0.00478275 0.00106869 0.00257887 0.00369513 0.00751971 0.00304602 0.00542888
internal_weight=0 6346.91 2753.88 3593.03 3213.09 1946.55 1446.13 1261.94 1453.04 2139.99 991.22
internal_count=4780 2887 1393 1494 1893 930 659 554 549 945 407
is_linear=0
shrinkage=0.06


Tree=9
num_leaves=12
num_cat=0
split_feature=147 7 72 39 69 147 53 5 91 135 97
split_gain=28.2426 9.73305 7.12223 5.82463 4.20988 4.03943 3.24955 4.29723 3.21378 4.38748 2.90617
threshold=0.0038949446752667431 0.001792412775103003 0.011169348377734424 0.013032016810029747 0.00017767510871635753 0.00017767510871635753 0.015675474889576439 0.00085274505545385193 0.0042751494329422721 0.0032328735105693345 0.018276390619575981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 10 -1 7 -7 9 -3 -2
right_child=2 8 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0079706748496557456 -0.0025704457169964836 -0.0047192945926678642 0.0059784460768551847 0.003742533708742913 0.0032011925961128364 -0.00023395228685692867 -0.0079971433618390552 -0.006558411404350626 0.0058683932390604029 0.007174137654482023 0.0071067336234329481
leaf_weight=1307.2899806499481 1020.1064661741257 365.19987201690674 1992.2310662269592 274.63258624076843 1689.2927438020706 1082.9272874593735 500.90827524662018 601.63337194919586 439.48128819465637 160.83846974372864 125.45847201347351
leaf_count=878 527 204 792 117 729 546 328 375 173 64 47
internal_value=0 -0.00329346 0.00322921 -0.0046709 0.00129715 -0.00533244 -0.00375432 -0.0024927 0.0020812 -0.00108283 -0.00151063
internal_weight=0 4732.91 4827.09 3767.39 2834.86 3492.76 2185.47 1684.56 965.52 526.038 1145.56
internal_count=4780 2685 2095 2244 1303 2127 1249 921 441 268 574
is_linear=0
shrinkage=0.06


Tree=10
num_leaves=12
num_cat=0
split_feature=7 147 49 21 72 107 92 39 92 39 131
split_gain=29.0233 8.41426 6.62522 3.90571 3.5948 3.42033 3.10278 3.04304 3.02235 3.25336 3.13088
threshold=0.001792412775103003 0.0010585968848317864 0.00037263428384903824 0.0068083447404205808 0.0062037324532866487 0.010829726699739696 0.002945306478068233 0.0019071503775194289 0.002945306478068233 0.00077738583786413084 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 8 7 6 -2 -1 9 -3 -10
right_child=2 3 -4 -5 -6 -7 -8 -9 10 -11 -12
leaf_value=-0.0076159357874843207 0.0043440932725086635 -0.0014830274070990689 0.0069095686143200302 -0.0076201144668936252 0.0014322246585935208 -0.0074824240601985238 -4.651400691510897e-05 -0.0027588633222458978 -0.0054144011289425815 0.0040885664749009789 0.00070381869913578609
leaf_weight=1577.698814034462 1345.5692871809006 656.07714772224426 1564.3631933927536 268.35277712345123 247.65998411178589 131.67758095264435 1017.6634787321091 658.05191373825073 589.3479745388031 887.88913357257843 615.64859461784363
leaf_count=1054 550 333 602 169 119 79 485 371 344 380 294
internal_value=0 -0.00283994 0.00384841 -0.000711005 -0.00542658 0.001929 0.00245339 -0.00618635 -3.65403e-05 0.00172103 -0.00228852
internal_weight=0 5500.73 4059.27 3017.32 2483.41 2494.91 2363.23 2235.75 2748.96 1543.97 1205
internal_count=4780 3064 1716 1520 1544 1114 1035 1425 1351 713 638
is_linear=0
shrinkage=0.06


Tree=11
num_leaves=12
num_cat=0
split_feature=72 124 7 76 40 17 92 20 49 62 118
split_gain=21.8452 10.5066 4.95534 4.47388 3.56842 2.59777 4.17683 2.93479 3.28357 2.21397 3.36441
threshold=0.0020932231564074759 0.0018488886416889729 0.00040826165059115743 0.0005375427135732026 0.00060774214216507982 0.00017767510871635753 0.0049928687512874612 0.0070226341485977182 0.00037263428384903824 0.00093549740267917525 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 9 -1 6 -3 8 -7 10 -4
right_child=1 5 3 -5 -6 7 -8 -9 -10 -11 -12
leaf_value=-0.0068436184988839343 -0.0059887012005805321 0.0034262170913301492 0.0026865863719078439 -0.0055665353180237654 -0.0026095374196831154 0.0035234338021284594 -0.0050360567847698642 -0.00097415169664935358 0.0079574548338320634 0.0056729069911331401 -0.0048315018302033533
leaf_weight=1078.7447147369385 572.73694396018982 1047.8421006202698 716.68909227848053 358.71630227565765 2134.3428189754486 1251.948802113533 262.60188961029053 267.26351380348206 1156.8011823892593 406.625568151474 305.68695080280304
leaf_count=711 350 447 312 212 1182 532 141 128 427 167 171
internal_value=0 0.0020407 -0.00113177 0.000424263 -0.00403107 0.00391918 0.00173045 0.004991 0.00565287 0.00192811 0.000438704
internal_weight=0 6346.91 2360.45 1787.72 3213.09 3986.46 1310.44 2676.01 2408.75 1429 1022.38
internal_count=4780 2887 1212 862 1893 1675 588 1087 959 650 483
is_linear=0
shrinkage=0.06


Tree=12
num_leaves=12
num_cat=0
split_feature=72 47 49 107 99 1 58 7 148 135 125
split_gain=19.3024 7.50908 8.04223 3.24831 3.22141 3.12252 3.08564 2.86972 2.7189 2.30346 2.18709
threshold=0.0020932231564074759 0.011519505176693203 0.00037263428384903824 0.0079489401541650313 0.004017772153019906 0.0027679565828293566 0.00096484774257987748 0.00040826165059115743 0.0020292587578296666 0.0044099434744566688 0.020035739988088611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 8 9 10 -3 -6 -1 -2 -4
right_child=1 6 5 -5 7 -7 -8 -9 -10 -11 -12
leaf_value=-0.0050074394187766443 0.0015412721972641217 0.0050249299367011759 0.0083936575696309957 -0.0069778940967428699 -0.0067691920169439968 0.0025308748493510372 -0.0040102922598147048 0.00020948956601925963 -0.00089469795839852186 0.0065004475084221251 -0.0018605421065329881
leaf_weight=1008.6155211925507 1782.9847590923309 159.95296704769135 1169.5851513147354 846.9424889087677 274.65317630767822 620.72750008106232 911.41184520721436 931.77840721607208 1357.5295236110687 415.81658613681793 80.001953601837158
leaf_count=619 811 67 420 569 170 274 507 438 705 161 39
internal_value=0 0.00191826 0.00284829 -0.0037892 0.00111213 0.00600927 -0.00266135 -0.00137926 -0.00264783 0.0024791 0.00773716
internal_weight=0 6346.91 5275.55 3213.09 3405.23 1870.31 1071.36 1206.43 2366.15 2198.8 1249.59
internal_count=4780 2887 2313 1893 1580 733 574 608 1324 972 459
is_linear=0
shrinkage=0.06


Tree=13
num_leaves=12
num_cat=0
split_feature=107 124 135 49 20 71 85 7 39 69 125
split_gain=17.0584 10.8264 8.21372 4.60292 4.51652 4.13267 3.99762 3.40161 3.25795 2.88155 2.32419
threshold=0.0058306583669036635 0.0012745757703669371 0.0010918468469753864 0.0081988852471113222 0.0070226341485977182 0.015200819820165636 0.002945306478068233 0.00082683752407319855 0.0056525857653468856 0.00017767510871635753 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 10 6 8 -3 -2 -1 -7 -4
right_child=7 2 3 -5 -6 9 -8 -9 -10 -11 -12
leaf_value=-0.0016050679780625421 -0.0066318290025010823 -0.00023108877944980492 0.0065320028949954938 0.017400944607038931 -0.0062512782094958355 -0.0083524747878927028 0.0042484684211021575 -0.0017617203112075608 0.0042471897937462503 -0.0020983774656059325 -0.00073062161725924891
leaf_weight=1030.2848671674728 1299.3508064746857 1443.0580140352249 1285.4862642288208 130.3542069196701 260.83088421821594 422.91143774986267 1425.8053514957428 856.74371874332428 512.94873189926147 711.26443576812744 180.96116101741791
leaf_count=540 863 675 491 36 147 285 591 452 209 403 88
internal_value=0 0.00136771 0.00309455 0.00659623 0.00130795 -0.00168071 0.00199522 -0.00469665 0.000340139 -0.0044304 0.00563579
internal_weight=0 7403.91 4726.5 1596.8 3129.69 2677.41 2868.86 2156.09 1543.23 1134.18 1466.45
internal_count=4780 3465 2028 615 1413 1437 1266 1315 749 688 579
is_linear=0
shrinkage=0.06


Tree=14
num_leaves=12
num_cat=0
split_feature=124 47 69 49 92 148 71 73 75 117 85
split_gain=17.4085 7.30217 6.4223 5.7082 5.57319 3.41674 3.40818 2.836 2.52016 2.5176 2.45464
threshold=0.000490355829242617 0.013439828064292671 0.00039601318712811922 0.0017376682371832433 0.0049928687512874612 0.010180860292166473 0.015200819820165636 0.010829726699739696 0.0010918468469753864 0.034632634371519096 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 5 -2 7 8 -4 -1 -7 -3
right_child=1 10 3 -5 -6 9 -8 -9 -10 -11 -12
leaf_value=-0.0042323368221821381 0.0019350982679104188 -0.0041952931685361045 -0.00071971559735533089 0.0093382997377404603 -0.0047021371709830553 0.0053564944301964339 -0.0062867054181090908 0.0054422048445145815 0.00088647185499665985 -0.0042661836283850686 0.0039766982872710419
leaf_weight=804.30505907535553 1393.6216135025024 896.33770930767059 1100.0065394639969 591.86142218112946 676.53583002090454 1574.5415943861008 1299.2998663187027 355.88638365268707 607.99447131156921 104.3689877986908 155.24040269851685
leaf_count=490 633 505 544 207 381 615 852 135 292 57 69
internal_value=0 0.0016111 0.00244556 0.00393404 -0.000233977 0.0029137 -0.00406898 0.000786538 -0.00202869 0.0047583 -0.00298889
internal_weight=0 6848.4 5796.82 3726.66 2070.16 3134.8 2711.6 1455.89 1412.3 1678.91 1051.58
internal_count=4780 3146 2572 1558 1014 1351 1634 679 782 672 574
is_linear=0
shrinkage=0.06


Tree=15
num_leaves=12
num_cat=0
split_feature=7 107 135 107 131 85 39 87 19 88 15
split_gain=17.5808 7.34269 4.22375 4.61456 3.76305 2.94881 2.90874 2.03424 1.95126 2.93631 1.83025
threshold=0.001792412775103003 0.0031340263085439806 0.0010918468469753864 0.0051502294372767219 0.0013146653072908523 0.0063990866765379914 0.0016846025246195497 0.0014881226234138014 0.0013986918493174019 0.00747153488919139 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 7 8 -2 -3 -4 -1 -10 -6
right_child=2 6 3 -5 10 -7 -8 -9 9 -11 -12
leaf_value=-0.0041294459147566869 -6.8093434576841499e-05 -0.0062615807276825081 0.0086592650842530275 -0.0013022258754444688 0.0038229072093722244 0.0044225942827372218 -0.0020842333388574582 0.0038566835360115694 -0.0016396004916276706 0.0062946458065162962 -0.0025428341450153568
leaf_weight=771.29651856422424 1623.5000134706497 1513.3714481592178 837.54664027690887 307.87523746490479 874.58600306510925 778.99075198173523 994.35535776615143 511.36089706420898 943.0970116853714 204.28987205028534 199.73012816905975
leaf_count=451 748 1001 288 158 372 316 550 206 503 76 111
internal_value=0 -0.00221032 0.00299521 0.00532585 -0.000203748 0.00138798 -0.00460519 0.00683864 -0.00179571 -0.000226924 0.00263943
internal_weight=0 5500.73 4059.27 1656.78 2993 2402.49 2507.73 1348.91 1918.68 1147.39 1074.32
internal_count=4780 3064 1716 652 1513 1064 1551 494 1030 579 483
is_linear=0
shrinkage=0.06


Tree=16
num_leaves=12
num_cat=0
split_feature=7 12 107 49 119 39 71 19 92 127 44
split_gain=15.5466 5.25988 4.00811 3.94779 2.76406 2.68445 2.50677 2.49669 2.43543 2.32736 2.25891
threshold=0.0020292587578296666 0.0019071503775194289 0.0031340263085439806 0.00037263428384903824 0.00062670491752214741 0.013032016810029747 0.017724351026117805 0.0016846025246195497 0.0041444667149335155 0.0098710241727530974 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -2 8 -4 7 -1 -3 -5 -9
right_child=3 4 5 9 -6 -7 -8 10 -10 -11 -12
leaf_value=-0.0033062413402177413 0.0014224723264857331 0.0028880605556432697 -0.0057484145050102145 0.0059909237244428993 -0.0070584100140924939 0.0038598955670353318 -0.0039278961131873086 -0.0043839938966582104 -0.0016082424207613018 -0.0038624787622943508 0.0043437986570738834
leaf_weight=385.97395527362823 2293.6942641735077 1142.7350195646286 1815.0481667518616 1403.2396727800369 159.22028481960297 111.08666825294495 758.2784389257431 131.44347023963928 698.92809820175171 91.951359987258911 568.4004807472229
leaf_count=223 1022 497 1180 525 103 51 456 77 361 46 239
internal_value=0 -0.0019605 -0.00328008 0.00298617 0.000525968 -0.00519427 -0.00128073 0.00056791 0.00118167 0.00538496 0.00270456
internal_weight=0 5771.11 3770.23 3788.89 2000.88 1926.13 1844.1 1085.82 1841.66 1495.19 699.844
internal_count=4780 3187 2226 1593 961 1231 995 539 858 571 316
is_linear=0
shrinkage=0.06


Tree=17
num_leaves=12
num_cat=0
split_feature=147 40 135 71 92 72 5 50 96 107 44
split_gain=13.142 6.4598 4.78495 3.83063 3.35856 3.0282 2.95854 2.345 1.96919 1.96308 2.62475
threshold=0.0053125319536775359 0.0017376682371832433 0.0053125319536775359 0.017724351026117805 0.021960759535431865 0.0020932231564074759 0.0011261500185355546 0.028884131461381916 0.0013986918493174019 0.010829726699739696 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 -2 7 -4 -6 10 -3
right_child=4 2 6 -5 8 -7 -8 -9 -10 -11 -12
leaf_value=-0.0047201367319572481 -0.0013401803643075564 -0.0038832468310969486 0.0086712361164565186 -0.0046796251160993356 -0.0071868634086951003 0.0037440288531991215 -0.0029821263477087527 -0.00029220136804634618 0.00061659478019677257 -0.0067663292695791712 0.0020542545034171258
leaf_weight=1973.4642391204834 483.88972342014313 344.24261820316315 385.38326346874237 918.1501157283783 177.6532609462738 3283.3359875679016 164.58424115180969 144.46154987812042 337.73845839500427 136.44108545780182 1210.6553363800049
leaf_count=1255 246 194 144 554 102 1331 96 72 149 88 549
internal_value=0 -0.002004 -0.000381626 -0.00155953 0.00246949 0.00309098 0.00404466 0.00622737 -0.00207322 0.000134219 0.000739737
internal_weight=0 5277.38 3303.92 2609.49 4282.62 3767.23 694.429 529.845 515.392 1691.34 1554.9
internal_count=4780 2952 1697 1385 1828 1577 312 216 251 831 743
is_linear=0
shrinkage=0.06


Tree=18
num_leaves=12
num_cat=0
split_feature=72 107 50 135 57 19 23 20 65 124 107
split_gain=11.1803 6.16929 3.92563 3.85594 3.64566 2.80527 2.63649 2.58842 2.54732 3.06857 2.97508
threshold=0.0084566329605877417 0.0079489401541650313 0.05109804309904576 0.0079489401541650313 0.00017767510871635753 0.0013986918493174019 0.0044099434744566688 0.0010263677686452868 0.0014881226234138014 0.000490355829242617 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 5 -1 -6 -7 10 -10 -2
right_child=3 -3 -4 -5 6 7 -8 -9 9 -11 -12
leaf_value=-0.0027466740540595183 0.0046047164421943306 -0.0050482436782620923 -0.0054735233866373984 0.00933491027219986 0.010088912420829276 0.0020771976830211009 0.0018249101137418975 -0.0019753401529123828 -0.010578122105641246 0.00084663586683015365 -0.0018031389832419732
leaf_weight=1438.0202887058258 1558.0627942085266 1341.2143739461899 509.21379053592682 306.9691447019577 189.63301742076874 1549.3302376270294 520.28745424747467 895.24844598770142 94.058356404304504 844.67184197902679 313.29013395309448
leaf_count=801 601 872 325 108 67 706 240 464 64 370 162
internal_value=0 -0.00142718 -0.000475221 0.00294998 7.89851e-05 -0.00064388 0.00403238 0.000593086 0.0022525 -0.000298096 0.00353195
internal_weight=0 6442.95 5101.73 3117.05 4592.52 3882.6 709.92 2444.58 2810.08 938.73 1871.35
internal_count=4780 3475 2603 1305 2278 1971 307 1170 1197 434 763
is_linear=0
shrinkage=0.06


Tree=19
num_leaves=12
num_cat=0
split_feature=114 72 135 75 135 119 78 44 126 55 99
split_gain=11.5258 4.57608 3.46606 3.43368 3.7145 3.19443 2.08852 2.0677 2.19313 1.98864 1.98555
threshold=0.0014881226234138014 0.0095705352723598498 0.00075379351619631063 0.00093549740267917525 0.015200819820165636 0.0005375427135732026 0.0036604277556762104 0.00073092587990686308 0.00039601318712811922 0.0022272822679951791 0.010500331409275534
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 -1 -5 10 -3 8 -8 -2 -4
right_child=1 6 5 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0038638711184498069 -0.0018128602597789194 0.0074077474256758367 0.0054964373947868185 -0.0013741790683361517 0.0064967752645772488 -0.0037955470680602985 0.0013886998400835686 0.0042404404391753981 -0.010666044745632401 0.0038524300334230096 -0.0067607069152234196
leaf_weight=2213.3888096809387 1629.2205508947372 540.57272601127625 820.85431945323944 2152.6023845672607 239.90398049354553 190.25405931472778 252.55571901798248 1142.4803187847137 69.223100781440735 258.43883693218231 50.50507378578186
leaf_count=1403 818 202 325 1095 95 104 108 442 42 116 30
internal_value=0 0.00200878 0.000505302 -0.00216065 -0.000584934 0.00324808 0.00422052 0.00304386 -0.00120459 -0.00103723 0.004786
internal_weight=0 4954.1 2949.27 4605.9 2392.51 1061.61 2004.83 1464.26 321.779 1887.66 871.359
internal_count=4780 2187 1393 2593 1190 459 794 592 150 934 355
is_linear=0
shrinkage=0.06


Tree=20
num_leaves=12
num_cat=0
split_feature=72 7 136 135 135 107 20 141 107 48 29
split_gain=8.83732 4.89476 3.31288 3.21622 2.91521 2.75108 2.52095 3.3219 2.37498 2.50029 2.10274
threshold=0.0084566329605877417 0.00017767510871635753 0.0031340263085439806 0.0053125319536775359 0.035692447796463973 0.0092791137285530585 0.0049928687512874612 0.00085274505545385193 0.0079489401541650313 0.0003614811430452392 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 8 6 -2 -8 9 -3 -5
right_child=2 4 -4 10 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0033509435875688411 0.0033285171634488422 -0.00016170079575661425 -0.01022866519765433 0.011041237555869235 0.0082806333303449553 -0.0055352982559270384 0.0051090835084709168 -0.0079902478928910101 -0.0037948830494099976 0.0057085759307403863 0.0022792798944891311
leaf_weight=2492.3676191568375 2177.9047915935516 2930.0562418699265 70.576824903488159 265.05463707447052 148.88906335830688 158.04973125457764 117.8043487071991 170.65052962303162 584.86952090263367 286.76516318321228 157.01140809059143
leaf_count=1536 878 1419 43 88 57 93 45 95 348 115 63
internal_value=0 -0.00126886 0.00262272 0.00292045 4.47055e-05 0.00213864 0.00263041 -0.00264051 -0.000277846 0.000361608 0.00778173
internal_weight=0 6442.95 3117.05 3046.48 3950.58 2624.41 2466.36 288.455 3801.69 3216.82 422.066
internal_count=4780 3475 1305 1262 1939 1111 1018 140 1882 1534 151
is_linear=0
shrinkage=0.06


Tree=21
num_leaves=12
num_cat=0
split_feature=124 39 49 5 79 69 29 123 44 73 107
split_gain=9.33971 4.57428 3.83701 3.39396 3.70075 2.68222 2.64232 2.04979 1.81492 3.33279 1.78063
threshold=0.0018488886416889729 0.00747153488919139 0.00037263428384903824 0.00043393640953581786 0.0058306583669036635 0.0012745757703669371 0.0023699469165876512 0.00038414125447161501 0.0038949446752667431 0.016668972559273246 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 -1 -4 -7 -3 9 -2 -9
right_child=2 7 5 -5 -6 6 -8 10 -10 -11 -12
leaf_value=-0.0024142363013094238 -0.0021277920874174876 0.0031945699280175564 0.001613183706012142 -0.0048804680484425258 0.0045472464127704875 0.01032879386909802 0.0037789317200602212 0.00078119722169528298 0.0024370738050888629 0.0033076622308403263 -0.010423041760570339
leaf_weight=1571.2044142484665 1423.7601252794266 750.2471444606781 906.37304985523224 1706.9334075450897 333.20906460285187 349.01588273048401 607.97388124465942 136.33920514583588 1125.1366059780121 568.16637003421783 81.64072859287262
leaf_count=914 732 324 390 1091 142 108 239 66 484 237 53
internal_value=0 -0.00195573 0.00179833 -0.0029376 -0.00119621 0.00395229 0.00616768 0.0017065 0.000510698 -0.000577412 -0.00341516
internal_weight=0 4579.57 4980.43 3611.35 1904.41 1863.36 956.99 968.227 3117.06 1991.93 217.98
internal_count=4780 2590 2190 2147 1056 737 347 443 1453 969 119
is_linear=0
shrinkage=0.06


Tree=22
num_leaves=12
num_cat=0
split_feature=147 39 77 12 69 49 7 5 19 91 107
split_gain=8.25444 4.58877 3.23086 2.14968 2.29218 2.07712 2.01531 1.93365 1.88704 2.21417 2.11976
threshold=0.0053125319536775359 0.0027679565828293566 0.0026833302108570938 0.0012357163941487672 0.0012745757703669371 0.0081988852471113222 0.0020292587578296666 0.0012745757703669371 0.02636832278221846 0.0042751494329422721 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 7 -6 -2 -5 9 -3 -11
right_child=2 8 3 4 5 -7 -8 -9 -10 10 -12
leaf_value=-0.0030774151560250249 0.0010844647574173197 -0.001945460671023232 -0.0053650415074098937 0.00092379745985259976 0.002772724476694815 0.01293945052780073 0.0058279187419581838 -0.0041475262712626481 0.004141412246352361 0.0042880498009421012 -0.0040383653796351639
leaf_weight=3088.9524357318878 482.43411898612976 1126.9997316598892 191.37367272377014 1390.8632251024246 830.33038830757141 79.248681306838989 972.29801058769226 336.06933331489563 417.68947184085846 502.82127106189728 140.91953909397125
leaf_count=1889 223 595 103 620 332 22 351 177 177 207 84
internal_value=0 -0.00158822 0.00195713 0.000775139 0.00122083 0.00365852 0.00425484 -6.31064e-05 0.00051376 -0.000341945 0.00246534
internal_weight=0 5277.38 4282.62 2827.89 2636.51 909.579 1454.73 1726.93 2188.43 1770.74 643.741
internal_count=4780 2952 1828 1254 1151 354 574 797 1063 886 291
is_linear=0
shrinkage=0.06


Tree=23
num_leaves=12
num_cat=0
split_feature=124 69 147 49 53 135 39 66 20 114 111
split_gain=7.84411 4.76728 3.78633 3.53979 3.19378 2.52201 2.41804 1.83417 1.77938 1.86291 1.99342
threshold=0.000490355829242617 0.00017767510871635753 0.015200819820165636 0.0017376682371832433 0.0056525857653468856 0.0079489401541650313 0.013032016810029747 0.001792412775103003 0.00038414125447161501 0.0092791137285530585 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 5 7 -1 -3 -4 -10 -11
right_child=1 3 8 -5 -6 -7 -8 -9 9 10 -12
leaf_value=-0.0033737682803475517 -0.0034444613967986983 0.0027211457020426526 0.0033950209527134423 0.0063474031869065585 -0.00045533464479187517 0.0084971844947614051 0.0022657404313918979 -0.0054565178601576284 -0.006821697992033156 0.0035128076653259603 -0.0082361237857477183
leaf_weight=2402.7064261436462 1210.8493369817734 1829.957582116127 660.06678986549377 643.01788794994354 1652.1319806575775 267.34480404853821 308.8929705619812 104.3689877986908 154.87406158447266 260.86123430728912 64.927817702293396
leaf_count=1499 688 758 272 232 813 97 135 57 87 105 37
internal_value=0 0.00108146 -0.00110763 0.00222624 0.00153861 0.00303486 -0.00273134 0.00227991 0.00137284 -0.00140411 0.00117132
internal_weight=0 6848.4 2351.58 4496.82 3853.8 2201.67 2711.6 1934.33 1140.73 480.663 325.789
internal_count=4780 3146 1189 1957 1725 912 1634 815 501 229 142
is_linear=0
shrinkage=0.06


Tree=24
num_leaves=12
num_cat=0
split_feature=124 69 53 147 135 147 127 39 117 110 49
split_gain=6.93106 4.21237 4.11968 3.41584 2.45783 2.45233 2.22348 2.13658 2.03276 1.83853 2.32311
threshold=0.000490355829242617 0.00017767510871635753 0.0056525857653468856 0.037906534969806678 0.035692447796463973 0.023343417793512348 0.00017767510871635753 0.013032016810029747 0.027182282879948619 0.00075379351619631063 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 4 -2 5 6 -3 -1 -4 10 -5
right_child=1 2 8 9 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.003171342210646032 -0.0024896935532906128 0.0039872858082080943 0.00070354443016790017 0.0031897878186162034 0.012625705892161871 0.0064318140367006279 -7.5873153817274995e-05 0.0021297959440993931 -0.004991782583454913 0.007690125387009218 -0.0060721717690008442
leaf_weight=2402.7064261436462 1678.2093200683594 1075.8324358463287 1528.9430855512619 355.46910238265991 103.79888606071472 640.96183168888092 882.62705755233765 308.8929705619812 264.65794587135315 183.56672894954681 134.33408904075623
leaf_count=1499 909 422 722 142 31 225 409 135 148 68 70
internal_value=0 0.00101658 0.00209266 -0.00104117 0.00357195 0.00321042 0.00215613 -0.00256746 -0.00013684 0.0025689 0.00064959
internal_weight=0 6848.4 4496.82 2351.58 2703.22 2599.42 1958.46 2711.6 1793.6 673.37 489.803
internal_count=4780 3146 1957 1189 1087 1056 831 1634 870 280 212
is_linear=0
shrinkage=0.06


Tree=25
num_leaves=12
num_cat=0
split_feature=124 69 107 47 39 143 7 111 114 62 148
split_gain=6.2122 2.81385 2.71053 2.61037 2.56731 2.32657 2.33073 2.18839 2.91699 2.10245 1.97827
threshold=0.0018488886416889729 0.0012745757703669371 0.0019071503775194289 0.024066280573606495 0.02129978779703379 0.002945306478068233 0.0062037324532866487 0.00052132029668428015 0.007706565549597145 0.0026833302108570938 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 10 5 -4 -3 -7 8 -2 -8 -1
right_child=1 3 4 -5 -6 6 9 -9 -10 -11 -12
leaf_value=-0.0030213392099429086 -0.00085313384817919133 0.0075944193598240055 -0.0032300969662118224 -0.0077029139945741214 0.0038154959555920299 0.00072341638636836173 0.0039342242812361984 -0.0040800196575207451 0.0033217648031461417 0.013685547289216957 0.0015214339637602476
leaf_weight=475.55385804176331 1455.6284623146057 405.82135570049286 2645.7047860622406 77.345445513725281 200.27963984012604 1006.6808652877808 545.28529036045074 368.50777208805084 1027.9535200595856 93.203203797340393 1258.0356806516647
leaf_count=291 719 139 1631 48 84 444 200 190 425 25 584
internal_value=0 0.00146664 -0.00159502 0.00311758 -0.00273428 0.00352563 0.00252197 0.000234654 0.000874855 0.00535767 0.000275272
internal_weight=0 4980.43 4579.57 2128.34 2845.98 2050.99 1645.17 2852.09 2483.58 638.488 1733.59
internal_count=4780 2190 2590 856 1715 808 669 1334 1144 225 875
is_linear=0
shrinkage=0.06


Tree=26
num_leaves=12
num_cat=0
split_feature=7 107 92 77 117 44 14 103 61 49 90
split_gain=5.76482 4.09931 3.65513 2.61311 2.04836 2.71166 3.90258 2.36764 2.05216 2.02091 1.69987
threshold=0.0020292587578296666 0.0031340263085439806 0.055838862434029586 0.0023699469165876512 0.04673989117145539 0.0038949446752667431 0.00040826165059115743 0.00096484774257987748 0.0013146653072908523 0.0081988852471113222 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 10 -7 8 -8 -5 -1
right_child=2 -3 -4 9 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00031882212652139218 0.0041468317559144718 -0.0029510132779693643 -0.0068651356452892011 0.00037687080551130958 -0.004760062169716881 -0.0025544146840385238 0.00033307673633809084 0.013116588953379832 0.0074060296697796551 0.007766958493344198 -0.0112634959602936
leaf_weight=1821.9988878965378 1489.358855009079 2614.3350205421448 166.82346796989441 1989.9311392307281 267.65044498443604 297.33049535751343 282.10353899002075 125.22436130046844 309.91070365905762 142.77183473110199 52.561130046844482
leaf_count=933 574 1606 94 878 163 163 128 45 112 47 37
internal_value=0 -0.00119383 0.0018184 0.00221834 0.000261416 0.000726608 0.00322519 0.00562112 0.00403566 0.000871593 -0.000625702
internal_weight=0 5771.11 3788.89 3622.06 3156.78 2889.13 1014.57 717.239 592.014 2132.7 1874.56
internal_count=4780 3187 1593 1499 1581 1418 448 285 240 925 970
is_linear=0
shrinkage=0.06


Tree=27
num_leaves=12
num_cat=0
split_feature=114 44 20 127 55 107 71 78 25 114 125
split_gain=5.77852 2.83257 3.02458 2.5935 1.87585 2.58933 2.78349 1.90954 1.81742 2.02343 1.75894
threshold=0.0014881226234138014 0.00073092587990686308 0.0014881226234138014 0.0025217677466571335 0.00040826165059115743 0.0079489401541650313 0.015200819820165636 0.0026833302108570938 0.0014881226234138014 0.000490355829242617 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 10 5 6 7 -1 9 -9 -3
right_child=1 3 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0016204318066866334 0.00068267781585967368 0.0037013172813380084 -0.0059524359204609651 -0.00099500301164787966 -0.0093263502172788136 -0.0038367910435378747 -0.0024935554360727592 0.0015630179499190992 0.00036439886030609529 0.0088865147783406678 -0.00044124655738008199
leaf_weight=662.53036737442017 1020.3199868202209 2479.0417585372925 326.46103405952454 694.76504552364349 108.48110032081604 1123.4176107645035 1452.2295119762421 292.46511054039001 713.19802165031433 253.5734521150589 433.51688003540039
leaf_count=367 476 989 190 336 71 744 859 132 335 85 196
internal_value=0 0.00142235 -0.00092568 0.00229897 -0.00152988 -0.00134182 -0.000511085 0.000987017 0.00235889 0.00496396 0.00308472
internal_weight=0 4954.1 1346.78 3607.32 4605.9 4497.41 3374 1921.77 1259.24 546.039 2912.56
internal_count=4780 2187 666 1521 2593 2522 1778 919 552 217 1185
is_linear=0
shrinkage=0.06


Tree=28
num_leaves=12
num_cat=0
split_feature=114 69 92 33 98 108 95 88 40 41 10
split_gain=5.1059 2.82749 2.92389 2.21714 2.22061 2.17981 1.99722 1.88113 1.66397 1.64639 1.53091
threshold=0.0014881226234138014 0.00017767510871635753 0.0072436286136507997 0.0041444667149335155 0.00096484774257987748 0.0060143163427710542 0.00066645268816500913 0.00747153488919139 0.00244467705488205 0.00017767510871635753 0.010500331409275534
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 -1 8 -6 10 -2 -5 -4 -3
right_child=1 6 9 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0025524939913787953 -0.0013598848854631852 0.0061690883166486792 -0.0026194332913371241 -0.00083926263094723696 0.001227668314838907 -0.0033309843529078565 0.0014416014153853403 0.0031099078269148333 0.0070424374455377746 -0.010968930749833516 0.00058084095339192606
leaf_weight=2683.0693098306656 701.81871700286865 694.59163498878479 315.58030092716217 155.75956428050995 793.11868500709534 720.79144477844238 2233.5603010654449 655.58833622932434 253.15617084503174 116.36933434009552 236.59608042240143
leaf_count=1591 354 250 171 84 405 421 952 276 92 75 109
internal_value=0 0.00133701 -0.00056929 -0.00143808 0.00011694 -0.000942763 0.00241483 0.000798896 0.00404023 -0.00486883 0.00474923
internal_weight=0 4954.1 1789.36 4605.9 1922.83 1513.91 3164.75 1357.41 408.916 431.95 931.188
internal_count=4780 2187 876 2593 1002 826 1311 630 176 246 359
is_linear=0
shrinkage=0.06


Tree=29
num_leaves=12
num_cat=0
split_feature=73 39 49 92 32 119 37 11 39 121 118
split_gain=4.11271 4.57617 2.26979 3.14711 1.93345 1.80715 1.78149 2.24642 2.16167 1.93179 1.7636
threshold=0.013032016810029747 0.0012745757703669371 0.0022975050378590827 0.002945306478068233 0.0032328735105693345 0.00038414125447161501 0.0053125319536775359 0.00085274505545385193 0.02129978779703379 0.0021592099219560628 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 10 7 -5 9 -9 -3
right_child=-2 2 4 6 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0025272107703119134 0.0024900820296903893 0.0036481034749926296 0.0081537453536316383 -0.0063098344916319715 -0.0021729706411605719 -0.0021273512724652942 -0.0053304932241367599 0.0004500291224395224 0.0043101977950565865 -0.0049695054366247051 -9.3956833622575435e-05
leaf_weight=2848.4068232774734 1910.6109277009964 1317.2939010858536 238.26520550251007 225.91910791397095 89.895303726196289 384.986572265625 369.49515509605408 808.61010217666626 340.34402632713318 334.81748950481415 691.35526514053345
leaf_count=1704 792 562 81 134 39 204 209 400 129 198 328
internal_value=0 -0.000621955 0.000508426 0.000155055 0.00532488 0.00163837 -0.00155259 -0.000736122 0.000112531 -0.00113691 0.00236013
internal_weight=0 7649.39 4800.98 4472.82 328.161 2393.64 2079.19 1709.69 1483.77 1143.43 2008.65
internal_count=4780 3988 2284 2164 120 1094 1070 861 727 598 890
is_linear=0
shrinkage=0.06


Tree=30
num_leaves=12
num_cat=0
split_feature=114 92 44 18 5 68 85 44 87 129 131
split_gain=4.18915 2.87967 2.44637 2.38607 2.77057 1.92862 1.74458 1.69394 1.77221 1.54517 1.45005
threshold=0.0016846025246195497 0.013860232196748258 0.013439828064292671 0.00075379351619631063 0.00017767510871635753 0.0058306583669036635 0.0025217677466571335 0.00073092587990686308 0.0011615398107096555 0.0021592099219560628 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 -1 -5 6 -4 -2 -9 -6 -11
right_child=1 -3 5 4 9 -7 -8 8 -10 10 -12
leaf_value=-0.0029929983405987191 -0.00014041730668537349 -0.0017848065441567679 0.0018674920378287845 0.0032833528273446965 -0.0005351371679832872 -0.0026703490123036974 0.011286568630374 0.0038342705971922508 0.00064263313150014333 -0.0031083765474841205 -0.01411966159762628
leaf_weight=2570.313516497612 979.57603275775909 890.66811203956604 732.56744062900543 567.98319947719574 422.89084768295288 328.75120103359222 78.363178610801697 1857.4796959161758 944.92871725559235 119.0258424282074 67.45209538936615
leaf_count=1568 466 446 342 246 232 199 25 729 413 66 48
internal_value=0 0.00128452 -0.00122809 -0.00196836 0.000268575 0.00120616 0.00277769 0.00200735 0.0027581 -0.00254145 -0.00709134
internal_weight=0 4672.65 4887.35 3747.67 1177.35 1139.68 810.931 3781.98 2802.41 609.369 186.478
internal_count=4780 2054 2726 2160 592 566 367 1608 1142 346 114
is_linear=0
shrinkage=0.06


Tree=31
num_leaves=12
num_cat=0
split_feature=71 47 69 147 69 125 125 98 46 134 65
split_gain=3.76625 3.96632 3.1625 2.64273 2.38815 1.67628 1.64877 1.5498 1.51749 1.76948 1.39324
threshold=0.015200819820165636 0.013439828064292671 0.00039601318712811922 0.0019071503775194289 0.0014881226234138014 0.0036604277556762104 0.0098710241727530974 0.0022975050378590827 0.0033348383149132137 0.00077738583786413084 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 5 -1 -4 7 8 -6 -10 -5
right_child=2 -3 3 10 6 -7 -8 -9 9 -11 -12
leaf_value=0.00049775032972324701 -0.0042074152524723936 -0.0023106817185929796 -0.001333132193510724 0.0024755509887834956 0.0050116578919932519 -0.0078975229202271503 -0.00041109370055079567 0.0059138395799671175 0.0012066236503318715 -0.011199386773968022 -0.0070753741346365889
leaf_weight=3157.9598758220673 1150.8074941635132 1180.4669544696808 813.49607706069946 941.75304758548737 408.57974410057068 169.16457509994507 388.89492416381836 768.47635996341705 476.68323147296906 45.324288010597229 58.39330780506134
leaf_count=1496 735 682 484 407 152 114 174 279 195 28 34
internal_value=0 0.000831603 -0.00170544 -0.000253315 0.0015387 -0.00246319 0.00311309 0.00391974 0.00227301 0.000129448 0.00191792
internal_weight=0 6426.39 3133.61 1982.81 5245.92 982.661 2087.96 1699.06 930.587 522.008 1000.15
internal_count=4780 3006 1774 1039 2324 598 828 654 375 223 441
is_linear=0
shrinkage=0.06


Tree=32
num_leaves=12
num_cat=0
split_feature=107 71 44 135 66 73 107 108 125 88 1
split_gain=4.26855 3.55917 3.98148 2.43743 2.39971 1.90777 1.90434 1.77397 1.48509 1.92119 2.19681
threshold=0.010829726699739696 0.015200819820165636 0.00073092587990686308 0.0079489401541650313 0.0060143163427710542 0.010829726699739696 0.0012357163941487672 0.0044099434744566688 0.0098710241727530974 0.0095705352723598498 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 8 -3 -1 -8 9 -4 -11
right_child=-2 5 3 -5 -6 -7 7 -9 -10 10 -12
leaf_value=0.00022143459522900281 -0.0034149111304216887 -0.0021094377143941914 0.0016249642557894526 0.0064983234283551268 -0.0097556193954160923 0.0021952995655951314 -0.0071814964218787575 -0.00018460125480353483 -0.0004251890173968083 0.0063144961263694446 -0.0025042798524731753
leaf_weight=1008.8897420167923 1158.0952763557434 2159.3308950662613 2180.9688209295273 435.60328638553619 64.042315006256104 447.42046236991882 307.14255523681641 226.75367045402527 752.82236230373383 699.95559132099152 118.97490227222443
leaf_count=484 755 1237 957 161 40 188 194 120 346 243 55
internal_value=0 0.000470702 0.00129894 0.00224622 0.00176093 -0.00137058 -0.00131204 -0.00420981 0.00195747 0.00255539 0.0050333
internal_weight=0 8401.9 5795.15 4252.37 3816.76 2606.75 1542.79 533.896 3752.72 2999.9 818.93
internal_count=4780 4025 2600 1802 1641 1425 798 314 1601 1255 298
is_linear=0
shrinkage=0.06


Tree=33
num_leaves=12
num_cat=0
split_feature=147 39 49 5 135 50 42 95 29 97 110
split_gain=3.42144 3.65245 2.26234 2.69195 2.4364 1.95048 1.88927 1.49915 1.96566 1.84489 1.57868
threshold=0.028884131461381916 0.0012745757703669371 0.0032328735105693345 0.00017767510871635753 0.015200819820165636 0.037906534969806678 0.011519505176693203 0.011169348377734424 0.015675474889576439 0.00017767510871635753 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 8 10 -9 -5
right_child=-2 2 -4 7 5 -7 -8 9 -10 -11 -12
leaf_value=-0.0021465817476564817 0.0026370021174792007 0.0014618155855283051 0.0056289310705994952 -0.00044089162104152089 0.0091400228570387224 -0.0036278937373671678 -0.0050061252769332387 -0.0017928726684551173 -0.0047573572781794112 -0.012950403380470026 0.0062176420683174582
leaf_weight=3002.5785527229309 1494.4074103832245 1889.2569826841354 291.19267666339874 1681.8629711866379 234.906365275383 52.744300603866577 177.88737165927887 147.87133026123047 365.06764161586761 83.462674140930176 138.76160252094269
leaf_count=1785 596 842 100 824 84 28 104 80 224 58 55
internal_value=0 -0.000488588 0.000494671 0.000181361 0.00162516 0.00679887 0.000905219 -0.00122526 -0.000739128 -0.00581838 6.65984e-05
internal_weight=0 8065.59 5063.01 4771.82 2354.8 287.651 2067.14 2417.03 2185.69 231.334 1820.62
internal_count=4780 4184 2399 2299 1058 112 946 1241 1103 138 879
is_linear=0
shrinkage=0.06


Tree=34
num_leaves=12
num_cat=0
split_feature=69 107 114 52 98 117 56 135 115 42 29
split_gain=3.21101 2.87262 2.24279 2.0815 1.76558 1.63746 1.68079 1.98798 1.66127 1.94827 1.74815
threshold=0.00017767510871635753 0.0058306583669036635 0.017188700847327713 0.00062670491752214741 0.00017767510871635753 0.034632634371519096 0.0049928687512874612 0.0044099434744566688 0.00747153488919139 0.0095705352723598498 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 -3 -1 6 7 8 9 -2 -11
right_child=1 3 -4 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=0.00011750085921391017 0.00093894443521846428 0.0077384264180507629 0.0022355261820527208 -0.0023042650911587253 -0.002945057517486849 -0.00214776329094788 -0.0076884021785703673 0.0045120297268424888 0.0030106635458496699 -0.0092752215060958477 0.0013898401601897877
leaf_weight=983.97319614887238 1700.509467959404 79.29962146282196 527.18830525875092 1178.044557094574 2177.0008388757706 391.52108216285706 64.69370698928833 924.05275368690491 1304.2042912244797 136.44108545780182 93.07097339630127
leaf_count=493 772 33 225 693 1314 207 35 372 503 88 45
internal_value=0 0.000871487 -0.00138747 -0.00167088 -0.00199172 0.00156422 0.00190837 0.00205768 0.00135644 0.000238607 -0.00495036
internal_weight=0 5871.84 3688.16 1257.34 3160.97 4614.49 4222.97 4158.28 3234.23 1930.02 229.512
internal_count=4780 2748 2032 726 1807 2022 1815 1780 1408 905 133
is_linear=0
shrinkage=0.06


Tree=35
num_leaves=12
num_cat=0
split_feature=107 71 44 20 66 31 135 42 124 92 29
split_gain=3.26363 2.91845 3.4218 2.33892 2.19429 1.89989 1.89589 1.82118 1.69914 2.25947 1.5741
threshold=0.010829726699739696 0.015200819820165636 0.00073092587990686308 0.0014881226234138014 0.0060143163427710542 0.0014427106943912806 0.0079489401541650313 0.0095705352723598498 0.000490355829242617 0.00244467705488205 0.013439828064292671
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 7 -4 -3 -10 -8
right_child=-2 8 4 -5 -6 -7 10 -9 9 -11 -12
leaf_value=-0.001257785401644418 -0.0029859988861410561 -0.0032724475758898626 0.0022993993905176548 -0.0060083933975595746 -0.0079009196229912083 0.0046864201902700742 0.0076571896329330792 -0.0016877346805343866 0.0025801330416151771 -0.0019335670262828931 -0.0022948328426860252
leaf_weight=1002.3248820304871 1158.0952763557434 953.73387408256531 3281.0154705047607 300.55710518360138 78.465058922767639 239.90398049354553 352.89388453960419 471.70620632171631 674.35730338096619 978.66017997264862 68.286657929420471
leaf_count=523 755 615 1364 180 47 95 120 237 299 511 34
internal_value=0 0.000411582 0.00116157 -0.00125895 0.00203975 -0.000109818 0.00222663 0.00179823 -0.00125575 -9.2179e-05 0.00604365
internal_weight=0 8401.9 5795.15 1542.79 4252.37 1242.23 4173.9 3752.72 2606.75 1653.02 421.181
internal_count=4780 4025 2600 798 1802 618 1755 1601 1425 810 154
is_linear=0
shrinkage=0.06


Tree=36
num_leaves=12
num_cat=0
split_feature=147 40 111 114 20 133 135 107 16 69 89
split_gain=2.73346 2.25858 1.93863 2.03897 1.91944 2.01025 2.24378 1.88717 1.71481 1.58802 1.89993
threshold=0.028884131461381916 0.0036604277556762104 0.00052132029668428015 0.0054799309000372895 0.0026833302108570938 0.0079489401541650313 0.00039601318712811922 0.0027679565828293566 0.00017767510871635753 0.0022975050378590827 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 -3 6 -6 -1 -7 10 -4
right_child=2 4 9 -5 5 8 -8 -9 -10 -11 -12
leaf_value=0.00011025041897261234 -0.001371905220781859 0.0012903448980563462 -0.0087334246226264643 0.004537568560524472 -0.0044232532466181411 -0.00304786800056119 0.0033538209978712348 -0.0025870927588645203 -0.013371989545732826 0.0060982299949213043 0.0062965207359024335
leaf_weight=1579.9369708299637 266.56118166446686 3100.6146512031555 138.62937211990356 993.95759654045105 201.55207371711731 437.73087286949158 395.84671533107758 2283.1614221334457 66.749763250350952 56.520422101020813 38.738837957382202
leaf_count=809 122 1397 75 367 116 232 170 1418 42 18 14
internal_value=0 -0.000436712 0.00235701 0.0032879 0.000525931 -0.00162508 0.00072997 -0.00148393 -0.00441389 -0.00265988 -0.00545075
internal_weight=0 8065.59 1494.41 1260.52 4202.49 1101.88 597.399 3863.1 504.481 233.889 177.368
internal_count=4780 4184 596 489 1957 560 286 2227 274 107 89
is_linear=0
shrinkage=0.06


Tree=37
num_leaves=12
num_cat=0
split_feature=72 69 92 149 71 86 78 128 55 145 18
split_gain=2.97726 2.40215 2.09668 1.98843 1.97074 1.88519 1.86295 1.82637 1.75917 1.73097 1.71172
threshold=0.030689206905663017 0.00017767510871635753 0.00244467705488205 0.0070226341485977182 0.015200819820165636 0.0079489401541650313 0.0036604277556762104 0.012636432424187662 0.0030382014811038975 0.0010918468469753864 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 5 -1 9 -2 -8 -3 -4 -9
right_child=6 2 3 -5 -6 -7 7 10 -10 -11 -12
leaf_value=-0.00062581500744439834 0.0070162628807058994 0.0012413114924229283 0.0027396413982273301 -0.0041277554826870382 -0.0037842683533202328 -0.011219550123219915 0.0027679462341936847 0.00089908795728437494 0.0085280364199814083 -0.00099933086565735883 -0.015200946642087342
leaf_weight=2279.9033921957016 313.50365459918976 2714.3458850383759 696.61734116077423 518.77114963531494 1033.6035972833633 52.092908620834351 492.40875935554504 53.395692586898804 124.75613987445831 1237.7504088878632 42.850950479507446
leaf_count=1200 111 1256 299 301 674 33 192 23 41 622 28
internal_value=0 -0.000341796 0.000445147 -0.000819988 -0.00161105 4.38471e-05 0.00328015 0.00129039 0.00156151 0.000347173 -0.00626897
internal_weight=0 8657.84 5344.33 2505.23 3313.51 1986.46 902.159 588.655 2839.1 1934.37 96.2466
internal_count=4780 4426 2552 1255 1874 954 354 243 1297 921 51
is_linear=0
shrinkage=0.06


Tree=38
num_leaves=12
num_cat=0
split_feature=39 29 92 39 114 107 135 34 17 86 142
split_gain=2.53632 2.82198 2.71841 2.57185 1.87175 2.15436 1.72329 2.14247 1.55659 2.01698 1.57609
threshold=0.02129978779703379 0.021960759535431865 0.0060143163427710542 0.0016846025246195497 0.0054799309000372895 0.00073092587990686308 0.015200819820165636 0.00899649551138282 0.000490355829242617 0.0022975050378590827 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -5 -4 -10 -11
right_child=-2 -3 8 6 -6 -7 -8 -9 9 10 -12
leaf_value=0.0020710100176294928 0.0032213657161003859 -0.0033246015240612644 -0.0040528743436304268 0.0030098671114165108 0.0018939060214264959 -0.0026362544529993557 0.0064377394910177816 -0.00059159369257948667 0.00023496082222537837 -0.014642924257952189 -0.0029330594729552466
leaf_weight=459.00352764129639 805.72924339771271 983.46486461162567 688.1188952922821 1493.3387371301651 825.90287482738495 1474.0419183969498 293.48284363746643 988.1156587600708 1338.4755055904388 56.622302412986755 153.70350801944733
leaf_count=213 312 626 406 608 347 908 109 465 669 40 77
internal_value=0 -0.000296489 8.67452e-05 0.000800231 -0.000496989 -0.00151851 0.00208998 0.00157576 -0.00167834 -0.000623352 -0.0060855
internal_weight=0 8754.27 7770.81 5533.89 2758.95 1933.05 2774.94 2481.45 2236.92 1548.8 210.326
internal_count=4780 4468 3842 2650 1468 1121 1182 1073 1192 786 117
is_linear=0
shrinkage=0.06


Tree=39
num_leaves=12
num_cat=0
split_feature=114 44 5 42 117 49 33 71 111 39 27
split_gain=2.27738 1.99285 2.68288 2.80803 2.07928 1.83419 1.72343 2.13223 1.54353 1.46256 1.29476
threshold=0.017188700847327713 0.00073092587990686308 0.0012745757703669371 0.011519505176693203 0.034632634371519096 0.0022975050378590827 0.0041444667149335155 0.015200819820165636 0.00043393640953581786 0.02129978779703379 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -7 -4 -2
right_child=10 2 9 -5 -6 8 -8 -9 -10 -11 -12
leaf_value=-0.0020582962236806298 0.0043286055200855902 0.0015433749996839076 -0.0020709679745627772 -0.0027352216649943646 -0.0026704784995809855 0.0094280877946094944 0.0030967637545251349 -0.0031367037647220099 -0.00086072385542154868 0.0043974585701384676 -0.00031111285607569379
leaf_weight=1844.8192673921585 640.36137986183167 1413.1232628822327 1913.054985165596 640.55538046360016 382.56417489051819 199.94364881515503 1526.5304481983185 466.02684903144836 71.177276730537415 134.70043015480042 327.14277613162994
leaf_count=1054 241 620 1077 380 215 60 638 273 27 52 143
internal_value=0 -0.000310747 0.000167034 0.000956745 0.00153933 0.00197735 0.00159924 0.000382721 0.00672697 -0.00164548 0.00275977
internal_weight=0 8592.5 6747.68 4699.92 4059.37 3676.8 3405.68 1879.15 271.121 2047.76 967.504
internal_count=4780 4396 3342 2213 1833 1618 1531 893 87 1129 384
is_linear=0
shrinkage=0.06


Tree=40
num_leaves=12
num_cat=0
split_feature=72 92 124 135 49 111 98 8 118 81 107
split_gain=2.38116 2.21451 2.26652 2.15442 2.03608 1.96205 1.67989 1.50187 1.48938 1.40756 1.30067
threshold=0.030689206905663017 0.002945306478068233 0.000490355829242617 0.015200819820165636 0.0049928687512874612 0.00057154725072905432 0.0084566329605877417 0.0015833032084628942 0.0046923852059990176 0.020658296532928947 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 9 7 -3 -9 -2 -4
right_child=5 6 3 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0012982177805719241 0.0048659997353527659 -0.0032781487813953289 0.0010407164815139746 0.0070782374866311315 0.0070606294504002619 -0.0037371903159948159 -0.003806262488472629 0.00085786318692968044 -0.0029109962370147879 -0.0045971094827746573 -0.0031479631489483339
leaf_weight=1660.0006946325302 705.65553867816925 644.1483314037323 2634.2724012136459 225.43029642105103 187.81107187271118 134.98548102378845 827.55247986316681 1696.1328946352005 485.52849841117859 61.51803731918335 296.96415424346924
leaf_count=1007 260 379 1153 77 62 65 509 798 260 29 181
internal_value=0 -0.000305671 0.000514213 0.0014138 0.0010044 0.00293346 -0.00142877 -0.000732511 1.91039e-05 0.00410717 0.000616361
internal_weight=0 8657.84 5004.48 3344.48 3119.05 902.159 3653.36 2825.81 2181.66 767.174 2931.24
internal_count=4780 4426 2480 1473 1396 354 1946 1437 1058 289 1334
is_linear=0
shrinkage=0.06


Tree=41
num_leaves=12
num_cat=0
split_feature=107 12 25 20 117 114 39 78 17 148 59
split_gain=2.11955 1.49674 1.69846 2.48957 2.09475 1.70597 1.60875 1.57636 1.52971 1.28812 1.58006
threshold=0.004017772153019906 0.00062670491752214741 0.0017376682371832433 0.00062670491752214741 0.04673989117145539 0.0016846025246195497 0.010829726699739696 0.0026833302108570938 0.019431582652032379 0.0051502294372767219 0.01884530205279589
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 -3 -5 -7 -4 -9 -2 -11
right_child=9 2 3 5 -6 6 -8 8 -10 10 -12
leaf_value=-0.0010080105607484335 -0.002780181292646271 0.0032055348288978851 0.0067897706365589719 -0.0062835541749273506 -0.006999942923903925 -0.0017517702137765799 0.0032537335301449097 0.00058605430767917285 0.0066379264918245053 -0.00088135094673420832 0.0049385763284494474
leaf_weight=1560.2218008041382 1253.9755783081055 1534.031751036644 206.76320958137512 222.74343824386597 75.991721391677856 1007.0168563127518 300.01735353469849 1430.2534550428391 168.02437162399292 1613.515613079071 187.44473075866699
leaf_count=873 824 607 76 128 47 468 112 629 62 874 80
internal_value=0 0.000612237 0.00112347 0.000350816 0.00272385 -0.00142995 -0.000602804 0.00186002 0.00122228 -0.00130367 -0.00027561
internal_weight=0 6505.06 4944.84 3334.82 1610.02 1529.78 1307.03 1805.04 1598.28 3054.94 1800.96
internal_count=4780 3002 2129 1475 654 708 580 767 691 1778 954
is_linear=0
shrinkage=0.06


Tree=42
num_leaves=12
num_cat=0
split_feature=39 114 92 40 70 107 141 131 78 143 13
split_gain=1.96917 2.33038 1.71512 1.70732 1.32713 1.92249 1.22647 1.39768 1.20662 1.2892 1.18758
threshold=0.028884131461381916 0.017188700847327713 0.002945306478068233 0.0036604277556762104 0.010500331409275534 0.00073092587990686308 0.0026833302108570938 0.0033348383149132137 0.0036604277556762104 0.0011261500185355546 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6 9 -3 -4
right_child=-2 8 10 -5 6 -7 -8 -9 -10 -11 -12
leaf_value=0.0022678019757499807 0.0034943081938190652 0.0001947187935319683 -0.00136410825222901 0.0015330931912609673 0.0017803126363472139 -0.0020787289828778318 -0.0021643824715998914 0.011615294115018436 0.0010752632780326695 0.0082992880690926623 -0.0073331965243136022
leaf_weight=449.94474005699158 547.34134662151337 105.67177176475525 3194.1245659589767 1983.1115784645081 145.16388201713562 1971.4688830375671 121.73329067230225 81.070626854896545 622.44756531715393 213.24677932262421 124.67484962940216
leaf_count=199 207 47 1731 862 78 1164 68 27 257 68 72
internal_value=0 -0.00021221 -0.000541703 0.000189195 -0.000773149 -0.00127106 0.00269168 0.00530466 0.00261287 0.00561389 -0.00158834
internal_weight=0 9012.66 8071.29 4752.49 2769.38 2421.41 347.968 226.235 941.366 318.919 3318.8
internal_count=4780 4573 4201 2398 1536 1363 173 105 372 115 1803
is_linear=0
shrinkage=0.06


Tree=43
num_leaves=12
num_cat=0
split_feature=117 135 127 138 1 40 75 87 95 122 51
split_gain=1.85571 2.06523 1.87708 2.61254 1.82069 1.81955 1.40728 1.51226 1.56945 1.17573 2.11602
threshold=0.04673989117145539 0.0079489401541650313 0.001792412775103003 0.0037758676335215573 0.0079489401541650313 0.0017376682371832433 0.00017767510871635753 0.0017376682371832433 0.0019071503775194289 0.0011261500185355546 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -3 -8 -9 -7 -11
right_child=-2 6 4 -5 -6 9 7 8 -10 10 -12
leaf_value=-0.0019757479040270441 -0.0031772066083807877 -0.0015827266361670414 -0.00093707674025774975 0.0024766539750526273 -0.0060035731184807824 0.00099726256060503381 0.0063038282496822003 0.0041833729879797504 -0.0043115097050004606 0.0062951288692820115 -0.0047840692847814364
leaf_weight=1589.138818860054 618.94673466682434 206.08146750926971 1476.6063061952591 1606.8478027582169 308.7303900718689 2596.0223747491837 440.1326801776886 204.99220418930054 126.67996573448181 77.71178662776947 308.10934817790985
leaf_count=951 375 123 782 648 197 1196 168 82 68 30 160
internal_value=0 0.000219943 -9.96093e-05 0.000395604 -0.0018132 -0.000335952 0.00282213 0.00399829 0.000938809 0.000537958 -0.00255251
internal_weight=0 8941.05 7963.17 6177.83 1785.34 4570.98 977.886 771.805 331.672 2981.84 385.821
internal_count=4780 4405 3964 2985 979 2337 441 318 150 1386 190
is_linear=0
shrinkage=0.06


Tree=44
num_leaves=12
num_cat=0
split_feature=107 125 92 85 70 76 59 65 79 45 39
split_gain=1.66462 1.5037 1.72699 1.65608 1.2003 2.26928 1.17299 1.84836 1.34478 1.12764 1.22521
threshold=0.004017772153019906 0.04273676127195359 0.0072436286136507997 0.0005375427135732026 0.00017767510871635753 0.00093549740267917525 0.023343417793512348 0.00043393640953581786 0.0022975050378590827 0.0019672545604407792 0.02129978779703379
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -5 -8 -9 -2 -11
right_child=9 -3 4 6 5 -7 7 8 -10 10 -12
leaf_value=-6.1770735940678013e-05 -0.0050692011947159384 -0.0033344195631973403 -0.0032035337436226367 0.0027110811252811676 0.00090302924644442722 -0.0086399412347199674 0.0037013782657904478 -0.0017797332144404987 -0.015563198908033251 -0.0011675539186167994 0.003644974807095708
leaf_weight=1685.791913151741 243.85351252555847 341.25011909008026 527.77899706363678 2444.7304340600967 1200.8129264116287 96.948975205421448 103.38160479068756 60.164313197135925 44.204674601554871 2605.6219840049744 205.46042561531067
leaf_count=847 171 179 304 960 560 57 38 28 29 1521 86
internal_value=0 0.000542569 0.000757213 0.0014087 -0.000791011 0.000190124 0.00234327 -0.00198502 -0.00761761 -0.00115533 -0.000815809
internal_weight=0 6505.06 6163.81 4338.27 1825.54 1297.76 2652.48 207.751 104.369 3054.94 2811.08
internal_count=4780 3002 2823 1902 921 617 1055 95 57 1778 1607
is_linear=0
shrinkage=0.06


Tree=45
num_leaves=12
num_cat=0
split_feature=72 49 104 111 5 135 4 138 48 17 89
split_gain=1.72718 1.81292 1.69917 1.90493 1.60219 1.60148 2.09522 1.51072 1.45281 1.44328 1.41004
threshold=0.030689206905663017 0.041476719081401832 0.0092791137285530585 0.00057154725072905432 0.0012745757703669371 0.015200819820165636 0.00017767510871635753 0.0037758676335215573 0.00070876078098081063 0.000490355829242617 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 7 -7 10 -6 -9 -1
right_child=2 -3 -4 -5 8 6 -8 9 -10 -11 -12
leaf_value=-0.00019227499021998252 0.0045101472258432503 0.010581785326316035 -0.0060761324392312509 -0.003510519811181302 -0.0019676454266352038 -0.0056833753206587331 0.004945039083750641 -0.00060995100284346685 0.0039874630083127664 0.0035177473516236225 -0.0033060617266265752
leaf_weight=3690.411327123642 700.24064218997955 55.166697978973389 76.174891948699951 125.74352288246155 2374.6033805608749 78.465058922767639 448.07185435295105 535.5957008600235 157.2455188035965 708.179816365242 610.10146772861481
leaf_count=1935 256 17 38 60 1354 47 183 244 65 271 310
internal_value=0 -0.000260332 0.00249836 0.00328912 -0.00032986 0.000198933 0.00336118 -0.000101383 -0.00159779 0.00174027 -0.000634019
internal_weight=0 8657.84 902.159 825.984 8602.67 6070.83 526.537 5544.29 2531.85 1243.78 4300.51
internal_count=4780 4426 354 316 4409 2990 230 2760 1419 515 2245
is_linear=0
shrinkage=0.06


Tree=46
num_leaves=12
num_cat=0
split_feature=114 143 107 90 131 127 33 49 27 57 83
split_gain=1.40517 1.42387 1.37821 1.33396 1.96164 1.60385 1.31771 1.75003 1.60607 1.86095 1.53993
threshold=0.007706565549597145 0.001792412775103003 0.010829726699739696 0.000490355829242617 0.0023699469165876512 0.00066645268816500913 0.0036604277556762104 0.0022975050378590827 0.0070226341485977182 0.0010585968848317864 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 5 -5 -2 7 8 9 -1 -8
right_child=1 -3 -4 4 -6 -7 10 -9 -10 -11 -12
leaf_value=-0.000662211677167788 0.0023427344754845376 0.0024665842613063489 -0.0023444098164784044 -0.014793618503876078 0.00040408134233587702 -0.0056923127862873683 0.0031539968139149901 0.0047081577226922577 -0.0036900714030293244 0.011149903020764589 3.9429554390871296e-05
leaf_weight=2758.1137583255768 370.30912756919861 1397.7434860467911 1094.1039015054703 56.622302412986755 66.464712381362915 117.90622901916504 807.36801838874817 197.75536215305328 688.66840696334839 48.866298794746399 1956.0782761573792
leaf_count=1482 142 552 726 40 29 67 326 73 379 16 948
internal_value=0 0.00141024 -0.000375216 -0.00100509 -0.00658714 0.000402234 -4.15387e-05 -0.000782956 -0.0010936 -0.000456576 0.000949381
internal_weight=0 2009.05 7550.95 611.302 123.087 488.215 6456.85 3693.4 3495.65 2806.98 2763.45
internal_count=4780 830 3950 278 69 209 3224 1950 1877 1498 1274
is_linear=0
shrinkage=0.06


Tree=47
num_leaves=12
num_cat=0
split_feature=69 118 47 114 145 14 27 91 34 146 71
split_gain=1.55723 1.48828 2.50722 1.4843 1.83407 1.17971 1.65123 1.17183 1.3179 1.16491 1.28638
threshold=0.00017767510871635753 0.00075379351619631063 0.00747153488919139 0.0014881226234138014 0.00066645268816500913 0.0019672545604407792 0.015675474889576439 0.0095705352723598498 0.0053125319536775359 0.015675474889576439 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 5 7 -5 -2 -7 -3 -9 10 -1
right_child=1 3 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=0.00016457627273726094 0.001670153566357503 -0.0030638416025455307 -0.00093670755608213493 0.004565210821975617 -0.00036526498618401208 0.005920813968332576 -0.002052039881175003 0.010205343389842114 -0.0026683497230560933 -0.0040373200704373518 -0.0024459533452892068
leaf_weight=2332.4439321756363 1469.4605144262314 861.66004371643066 1047.7510503530502 340.99541831016541 1334.760084271431 591.21003019809723 111.08666825294495 54.04708456993103 60.866645336151123 396.80374825000763 958.91465985774994
leaf_count=1184 647 494 573 124 595 212 51 18 34 231 617
internal_value=0 0.0006069 0.00147391 -0.000445518 0.000638026 0.0026369 0.0046597 -0.00230483 0.0033865 -0.000966232 -0.000595984
internal_weight=0 5871.84 3219.51 2652.33 1675.76 2171.76 702.297 976.574 114.914 3688.16 3291.36
internal_count=4780 2748 1483 1265 719 910 263 546 52 2032 1801
is_linear=0
shrinkage=0.06


Tree=48
num_leaves=12
num_cat=0
split_feature=135 138 39 20 76 92 73 5 78 28 148
split_gain=1.36794 1.66993 2.14293 1.6178 1.49965 1.48182 1.44032 1.33048 1.21828 1.1169 1.06308
threshold=0.0079489401541650313 0.0037758676335215573 0.02129978779703379 0.0070226341485977182 0.00038414125447161501 0.055838862434029586 0.027182282879948619 0.0066005610860884198 0.0036604277556762104 0.0020292587578296666 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 8 7 10 -3 -4 -2
right_child=6 3 9 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0004482903585531576 -0.0022467488778990688 0.0049756173009072651 0.0051776709138810582 -0.0054800944670382002 -0.0025675970583978014 -0.0065084937019892391 0.011134355401859475 -0.0067686761029560122 0.0012163596229670462 -0.00055657155210485593 0.003044483326149944
leaf_weight=4354.4276490211487 166.87440812587738 400.04011809825897 320.27227520942688 119.91134512424469 1660.3160955905914 75.757610678672791 59.227870345115662 65.396039128303528 1384.1249545812607 197.80630230903625 755.84521150588989
leaf_count=2283 105 153 116 63 978 45 20 41 573 84 319
internal_value=0 -0.000251749 -0.000714377 0.00127478 -0.00103331 0.00171027 0.00204618 0.00150143 0.00205925 0.00298829 0.00208756
internal_weight=0 8512.66 6532.82 1979.83 6014.74 1859.92 1047.34 988.116 1784.17 518.079 922.72
internal_count=4780 4295 3461 834 3261 771 485 465 726 200 424
is_linear=0
shrinkage=0.06


Tree=49
num_leaves=12
num_cat=0
split_feature=69 98 118 66 7 14 87 63 82 39 120
split_gain=1.32412 1.31269 1.29294 1.87973 1.74545 1.55564 1.29962 1.34878 1.29468 1.5621 1.24578
threshold=0.00017767510871635753 0.00096484774257987748 0.00075379351619631063 0.0044099434744566688 0.0062037324532866487 0.0019672545604407792 0.0013146653072908523 0.00244467705488205 0.0038949446752667431 0.010829726699739696 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -4 -8 9 10 -9
right_child=2 -3 6 -5 -6 -7 7 8 -10 -11 -12
leaf_value=0.0002068249513989438 4.8849448710806182e-05 -0.0020581388506298094 0.00064440280968879006 -0.0076336075781853517 0.004365119916155959 0.0035973197355865585 0.00047763941833076968 -0.010377220838099124 -0.0095943269958343787 0.00086694507546456595 -0.0018363110259012648
leaf_weight=1900.5452370643616 1906.2451844215393 1787.6171032190323 1613.5047830343246 81.406617879867554 651.74068450927734 580.11577641963959 433.61876034736633 117.72305846214294 116.36933434009552 242.42825818061829 128.68508183956146
leaf_count=949 966 1083 726 51 222 244 218 76 75 106 64
internal_value=0 -0.000890981 0.000559635 0.00136775 0.00160126 0.000876776 -0.000421289 -0.00207652 -0.00390654 -0.00255254 -0.00591679
internal_weight=0 3688.16 5871.84 3219.51 3138.1 2486.36 2652.33 1038.82 605.206 488.836 246.408
internal_count=4780 2032 2748 1483 1432 1210 1265 539 321 246 140
is_linear=0
shrinkage=0.06


Tree=50
num_leaves=12
num_cat=0
split_feature=127 117 15 17 138 95 88 12 28 40 72
split_gain=1.15801 1.66827 1.43716 1.31416 1.22385 1.61818 1.48644 1.80889 1.23619 1.60982 1.1598
threshold=0.00017767510871635753 0.04673989117145539 0.00017767510871635753 0.00017767510871635753 0.0037758676335215573 0.00057154725072905432 0.023343417793512348 0.012636432424187662 0.00075379351619631063 0.018276390619575981 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 6 -6 7 -5 -7 -10 -4
right_child=2 -3 10 4 5 8 -8 -9 9 -11 -12
leaf_value=-0.00024067106000917702 -0.0062456064164791367 -0.0031852856678457665 -0.00097139421528180192 0.001173706227400238 0.0074594400089709224 0.0063566859945698119 0.0089020170460436376 -0.0056216617197050829 0.0014026162184974701 -0.010418549582725856 0.0018090471170832093
leaf_weight=2154.6075006723404 164.58424115180969 392.55940532684326 3363.0040901899338 1861.1344170570374 275.83348989486694 141.65222132205963 81.956129550933838 152.58389461040497 279.99654257297516 48.683128237724304 643.40481913089752
leaf_count=1091 96 237 1832 887 85 48 24 78 110 25 267
internal_value=0 0.000580957 -0.000750608 0.000876862 0.00172415 0.00381085 0.000981176 0.000658806 0.00167107 -0.000348302 -0.000524872
internal_weight=0 5389.01 4170.99 4996.45 2841.84 746.165 2095.67 2013.72 470.332 328.68 4006.41
internal_count=4780 2585 2195 2348 1257 268 989 965 183 135 2099
is_linear=0
shrinkage=0.06


Tree=51
num_leaves=12
num_cat=0
split_feature=72 139 71 92 131 49 40 78 23 104 58
split_gain=1.23675 1.61598 1.8463 1.54799 1.63868 1.5126 1.41336 2.02755 1.32871 1.26281 1.67051
threshold=0.030689206905663017 0.0003614811430452392 0.0048403022810816774 0.0017376682371832433 0.00040826165059115743 0.01693275943398476 0.0056525857653468856 0.0031340263085439806 0.017724351026117805 0.0015833032084628942 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 -3 4 -1 8 7 -2 -6 10 -9
right_child=1 2 -4 -5 5 -7 -8 9 -10 -11 -12
leaf_value=-0.00079316747119932143 0.0059591826295846209 -0.0057782761860350612 0.0049313401682749402 -0.0010018673167312662 0.0021384111362988886 0.010536913598390516 0.0068310022429179107 0.0058648387680434845 -0.0012063150403054568 -0.0095334565094870125 -0.0087722872501123025
leaf_weight=1761.3056530952454 170.26359844207764 162.4772447347641 90.078474283218384 4442.1346660852432 1830.059462428093 66.413772225379944 288.25111770629883 78.363178610801697 557.9272688627243 68.988990068435669 43.736453175544739
leaf_count=985 60 78 30 2335 780 18 96 25 308 40 25
internal_value=0 0.00211411 -0.0019585 -0.000220293 0.000603261 0.00160535 0.00369747 0.00119785 0.00135695 -0.00304458 0.000621776
internal_weight=0 902.159 252.556 8657.84 4215.71 2454.4 649.603 361.352 2387.99 191.089 122.1
internal_count=4780 354 108 4426 2091 1106 246 150 1088 90 50
is_linear=0
shrinkage=0.06


Tree=52
num_leaves=12
num_cat=0
split_feature=49 41 5 21 59 135 50 57 32 33 111
split_gain=1.3169 1.53228 1.46878 1.24163 1.15551 1.13458 1.63826 1.05956 1.67149 1.0369 1.14545
threshold=0.0041444667149335155 0.00066645268816500913 0.00017767510871635753 0.0092791137285530585 0.0019672545604407792 0.015200819820165636 0.05109804309904576 0.00066645268816500913 0.0026833302108570938 0.013860232196748258 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -3 -1 -7 9 -9 10 -4
right_child=1 4 7 -5 -6 6 -8 8 -10 -11 -12
leaf_value=0.00054408621502143528 0.0051335269932328833 -0.0085677417177382996 -0.0013515807528559052 -0.0030732958340189596 0.0018427588027311156 0.00606695693557739 -0.0047521521299344078 0.003874066036919986 -0.0037134358663481791 0.00151839475185048 -0.0056723316267292597
leaf_weight=4044.0476539134979 358.54289174079895 59.044699788093567 3174.4906861782074 315.21395981311798 109.68200397491455 282.23576939105988 61.334866762161255 352.81259429454803 148.5227222442627 416.67173874378204 237.40029287338257
leaf_count=1924 126 29 1764 189 39 108 38 151 75 200 137
internal_value=0 0.00291469 -0.00017014 0.000564002 -0.00180032 0.000825311 0.00413551 -0.000967513 0.00162624 -0.00130715 -0.00165222
internal_weight=0 527.27 9032.73 4702.83 168.727 4387.62 343.571 4329.9 501.335 3828.56 3411.89
internal_count=4780 194 4586 2259 68 2070 146 2327 226 2101 1901
is_linear=0
shrinkage=0.06


Tree=53
num_leaves=12
num_cat=0
split_feature=117 135 148 87 39 20 121 20 27 22 101
split_gain=1.32544 1.25342 1.2499 1.34341 1.34451 1.17204 1.01816 1.12258 2.24557 1.08644 1.29234
threshold=0.04673989117145539 0.0079489401541650313 0.0020292587578296666 0.0017376682371832433 0.0063990866765379914 0.0030382014811038975 0.04273676127195359 0.0013146653072908523 0.015675474889576439 0.00077738583786413084 0.028020657598972324
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 -4 -5 -3 7 -1 9 -9 -11
right_child=-2 2 3 4 -6 -7 -8 8 -10 10 -12
leaf_value=0.00055656694078257065 -0.0026851638910217919 -0.0050312227140144302 0.0053621335290720438 0.0033890273392334618 -0.0041755550317440502 0.0072447113423795909 -0.0040448253426779929 -0.0012971869566657792 -0.0077450193653155301 0.0023190229293484602 -0.0083375582412736019
leaf_weight=5205.9591618776321 618.94673466682434 134.2018586397171 452.96758925914764 216.52432930469513 138.81254267692566 35.379997730255127 224.66726410388947 1723.3298474550247 165.28657329082489 599.95341682434082 43.970563888549805
leaf_count=2532 375 90 172 96 66 17 155 893 102 255 27
internal_value=0 0.000185881 0.00221312 0.00319565 0.000433919 -0.00247008 -6.3066e-05 5.2534e-05 -0.00098357 -0.000511471 0.00159133
internal_weight=0 8941.05 977.886 808.304 355.337 169.582 7963.17 7738.5 2532.54 2367.25 643.924
internal_count=4780 4405 441 334 162 107 3964 3809 1277 1175 282
is_linear=0
shrinkage=0.06


Tree=54
num_leaves=12
num_cat=0
split_feature=117 125 47 111 103 58 12 122 50 58 75
split_gain=1.17116 1.15646 1.42739 1.87282 1.77289 1.74365 1.51548 1.34423 1.31507 1.36858 1.43537
threshold=0.04673989117145539 0.0098710241727530974 0.0049928687512874612 0.00060774214216507982 0.00096484774257987748 0.001792412775103003 0.00075379351619631063 0.0012357163941487672 0.018276390619575981 0.0045489775948226461 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 8 6 -4 -8 -1 -10 -11
right_child=-2 -3 3 -5 -6 -7 7 -9 9 10 -12
leaf_value=0.0012167701482683983 -0.0025240540739916921 -0.0013056476771200034 -0.0016086474200846573 -0.0078765739324742189 0.0039877099146138819 -0.0010820421632692697 0.0045620486808376475 -0.003782517045191025 0.00030968129490004169 -0.0023316985806041404 -0.012761255237240395
leaf_weight=2778.9171216487885 618.94673466682434 1566.8170108795166 293.60531401634216 117.48894774913788 700.57663321495056 2230.2740610837936 584.12600862979889 78.8823401927948 372.28389358520508 148.15638113021851 69.925432920455933
leaf_count=1216 375 792 184 74 280 1262 236 40 180 93 48
internal_value=0 0.000174728 0.000489266 -0.000437157 0.00124144 -0.000162893 0.00198004 0.00356924 0.00067041 -0.00190137 -0.00567582
internal_weight=0 8941.05 7374.24 3304.38 4069.86 3186.89 956.614 663.008 3369.28 590.366 218.082
internal_count=4780 4405 3613 1796 1817 1722 460 276 1537 321 141
is_linear=0
shrinkage=0.06


Tree=55
num_leaves=12
num_cat=0
split_feature=117 49 39 127 20 8 71 135 11 79 118
split_gain=1.03484 1.08057 1.1848 1.13101 1.84366 1.23251 1.05718 1.3363 1.06996 1.01456 1.13194
threshold=0.04673989117145539 0.041476719081401832 0.028884131461381916 0.00017767510871635753 0.0013146653072908523 0.000490355829242617 0.00099512818269431613 0.0079489401541650313 0.0087224207818508166 0.020035739988088611 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 -1 -8 -9 10 -7
right_child=-2 -3 -4 4 -6 9 7 8 -10 -11 -12
leaf_value=0.0024444875733882665 -0.0023726108193937319 0.0071289442112810845 0.0028407530113593628 -0.0046576101301490412 -0.0025642522216097786 0.00090053013955704319 -0.00032578233795774837 0.0013296254671799641 0.0076291814287968484 0.0052285861449906448 -0.0027683513027477336
leaf_weight=866.22954761981964 618.94673466682434 79.482792019844055 534.27232682704926 174.81358230113983 1406.884633898735 1621.98370885849 3235.4277917146683 360.10037648677826 132.87848460674286 156.77729737758636 372.20260334014893
leaf_count=364 375 24 201 120 778 809 1619 171 47 61 211
internal_value=0 0.000164245 0.000101776 -7.39549e-05 -0.000849753 0.000187364 0.0005563 0.000117613 0.00302762 0.000581126 0.000215756
internal_weight=0 8941.05 8861.57 8327.3 3732.66 2325.78 4594.64 3728.41 492.979 2150.96 1994.19
internal_count=4780 4405 4381 4180 1979 1201 2201 1837 218 1081 1020
is_linear=0
shrinkage=0.06


Tree=56
num_leaves=12
num_cat=0
split_feature=44 98 49 60 72 91 104 95 37 31 75
split_gain=1.01357 1.26848 1.65325 1.23547 1.56837 1.57271 1.18324 1.15495 1.50273 1.45754 1.3287
threshold=0.00073092587990686308 0.00096484774257987748 0.041476719081401832 0.0054799309000372895 0.019431582652032379 0.0038949446752667431 0.012636432424187662 0.0021592099219560628 0.0032328735105693345 0.00044738779251929378 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 3 4 5 -3 -2 8 9 -1 -9
right_child=1 2 -4 -5 -6 -7 -8 10 -10 -11 -12
leaf_value=-0.0010228313195687726 0.0021497426116002124 -0.0011418570099653933 0.011174067950692318 -0.0021362407162586268 0.0029107010452565233 0.001644215449500811 -0.0020114307021236108 1.2610931528076184e-05 -0.0051761767173110623 0.0028773661706301529 -0.0063513146028760011
leaf_weight=1072.3521952629089 1820.3492828607559 2427.6630821228027 45.924739837646484 1014.58968937397 648.06644332408905 1042.6819049119949 284.44464612007141 202.48851656913757 209.49124789237976 508.52121841907501 283.426913022995
leaf_count=593 771 1353 12 501 254 498 148 124 131 224 171
internal_value=0 0.00034537 -0.000159408 -0.000260809 0.000201213 -0.000304768 0.0015874 -0.00110513 -0.000401034 0.000231749 -0.00369937
internal_weight=0 7283.72 5178.93 5133 4118.41 3470.34 2104.79 2276.28 1790.36 1580.87 485.915
internal_count=4780 3537 2618 2606 2105 1851 919 1243 948 817 295
is_linear=0
shrinkage=0.06


Tree=57
num_leaves=12
num_cat=0
split_feature=17 39 89 49 135 20 1 76 61 37 125
split_gain=0.995827 1.09303 1.14556 1.27436 2.01524 1.15621 1.11961 1.23953 1.36169 1.21978 1.14165
threshold=0.19438949227333072 0.028884131461381916 0.0070226341485977182 0.0081988852471113222 0.0010918468469753864 0.0010263677686452868 0.0044099434744566688 0.00044738779251929378 0.0005375427135732026 0.0045489775948226461 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -4 -1 8 -8 10 -10
right_child=-2 -3 5 4 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00019785912941121231 0.0042603937068634327 0.002609973553922115 0.0042080559946180308 -0.001643611538141144 0.0087809747641482364 -0.0016362105845280958 -0.0047008855849169709 -0.0049312807085588736 0.0020935365255522788 -0.0044525597251246799 -0.0038230910755356917
leaf_weight=6379.2608045339584 193.51101922988892 511.07584619522095 387.43931972980499 131.34158992767334 135.7691034078598 177.78549134731293 283.66102373600006 385.37350344657898 652.61642718315125 179.00698506832123 143.15876591205597
leaf_count=3269 79 193 151 55 40 82 173 239 314 103 82
internal_value=0 -8.80194e-05 -0.00024373 -0.00042192 0.00365508 0.0023698 -0.000557655 -0.00195394 -0.00104218 2.24953e-05 0.00102914
internal_weight=0 9366.49 8855.41 8290.19 267.111 565.225 8023.08 1643.82 1258.44 974.782 795.775
internal_count=4780 4701 4508 4275 95 233 4180 911 672 499 396
is_linear=0
shrinkage=0.06


Tree=58
num_leaves=12
num_cat=0
split_feature=69 49 103 101 100 103 95 47 7 100 43
split_gain=0.921498 1.03019 1.2794 1.24055 1.72858 1.37706 1.83002 1.37289 1.08979 1.15116 1.17703
threshold=0.00017767510871635753 0.0017376682371832433 0.0012357163941487672 0.0014881226234138014 0.00057154725072905432 0.00096484774257987748 0.0014881226234138014 0.0056525857653468856 0.011519505176693203 0.0092791137285530585 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 -2 -7 9 -6 -11
right_child=1 2 -4 4 8 7 -8 -9 -10 10 -12
leaf_value=-0.00074327845436786299 0.0019728495855396654 0.0037242229949778299 -0.0041112528287727884 0.0033191469907561792 -0.0026830408505781043 0.0068451218600821782 -0.0014511549239902134 -0.00020640843593980595 0.0032809650560992987 0.0048975890269703894 -0.0011802004008198684
leaf_weight=3688.1623402833939 1297.5581409931183 573.84572732448578 86.302352786064148 322.43021178245544 1435.1090798377991 265.99107992649078 991.21003818511963 158.70112323760986 166.20242607593536 158.36513221263885 416.12222707271576
leaf_count=2032 573 201 40 145 755 96 502 88 57 64 227
internal_value=0 0.000466861 0.00269988 0.000184012 -0.000780737 0.00107224 0.000489996 0.00421007 -0.0013883 -0.00177446 0.000495224
internal_weight=0 5871.84 660.148 5211.69 2498.23 2713.46 2288.77 424.692 2175.8 2009.6 574.487
internal_count=4780 2748 241 2507 1248 1259 1075 184 1103 1046 291
is_linear=0
shrinkage=0.06


Tree=59
num_leaves=12
num_cat=0
split_feature=18 125 114 132 20 41 35 98 46 93 140
split_gain=1.03472 0.912691 1.27249 1.26444 1.21686 1.14848 1.26637 1.32875 1.14152 1.29633 1.07991
threshold=0.13848232477903369 0.0098710241727530974 0.017188700847327713 0.0051502294372767219 0.0026833302108570938 0.00038414125447161501 0.002945306478068233 0.00096484774257987748 0.0033348383149132137 0.0028552538715302949 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -3 10 9 -7 -8
right_child=-2 4 3 -5 -6 8 7 -9 -10 -11 -12
leaf_value=-8.2436760865894996e-05 0.0045591270308308045 0.00084391126414974833 0.0051337134789986609 0.00038954815965090565 -0.0052524726324016113 -0.0096346323284272808 0.0037439539811566021 -0.0064234850656305935 0.004692345530778793 0.0049554549080782955 -0.00350302389278486
leaf_weight=6966.450842499733 175.9126056432724 424.37680220603943 351.77427113056183 475.79772877693176 248.46419656276703 50.50507378578186 119.15807282924652 283.19280230998993 230.1938009262085 38.738837957382202 195.43484508991241
leaf_count=3584 66 213 121 198 147 30 46 169 86 14 106
internal_value=0 -8.54647e-05 0.000181801 0.00240614 -0.00139552 -0.000681216 -0.00166259 -0.00344199 0.00245907 -0.00330139 -0.000758093
internal_weight=0 9384.09 7794.02 827.572 1590.06 1341.6 1022.16 597.786 319.438 89.2439 314.593
internal_count=4780 4714 3903 319 811 664 534 321 130 44 152
is_linear=0
shrinkage=0.06


Tree=60
num_leaves=12
num_cat=0
split_feature=18 111 114 94 78 133 46 1 144 137 50
split_gain=0.91428 1.16989 1.16196 1.28044 1.36789 1.2478 1.81892 1.04414 0.948272 1.56683 1.87746
threshold=0.13848232477903369 0.00060774214216507982 0.007706565549597145 0.0022272822679951791 0.0026833302108570938 0.0022272822679951791 0.00087947337306104611 0.00017767510871635753 0.0062037324532866487 0.00037263428384903824 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8 9 10 -3
right_child=-2 8 3 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-0.0002243011404515621 0.0042855793778508577 0.0083701776098661987 0.0032270284220719961 0.0034552326539368616 0.0011477507459746886 0.00056672144508099838 -0.0032757956081926414 -0.014045459626137237 -0.0001515366139142011 -0.0075848275212065976 -0.0061966848869930329
leaf_weight=7072.530135512352 175.9126056432724 60.581594467163086 318.96949124336243 714.89749681949615 97.549427032470703 358.64477205276489 54.983527421951294 78.933280348777771 331.20394849777222 228.6265561580658 67.167044520378113
leaf_count=3719 66 21 126 265 41 148 26 51 146 136 35
internal_value=0 -8.03368e-05 0.000108035 0.00155538 6.13463e-05 -0.00164978 -0.00508414 -0.00962365 -0.00246287 -0.00461095 0.000711285
internal_weight=0 9384.09 8696.51 1623.98 909.08 590.111 231.466 133.917 687.579 356.375 127.749
internal_count=4780 4714 4376 657 392 266 118 77 338 192 56
is_linear=0
shrinkage=0.06


Tree=61
num_leaves=12
num_cat=0
split_feature=111 44 1 89 143 72 29 49 99 87 57
split_gain=0.888112 1.58657 1.47198 1.3602 1.48494 1.29549 1.24676 1.15567 1.12511 1.1194 0.981853
threshold=0.00060774214216507982 0.011519505176693203 0.00046126570669002836 0.0035485138650983576 0.001792412775103003 0.030689206905663017 0.0017376682371832433 0.041476719081401832 0.0068083447404205808 0.0014881226234138014 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 7 -6 8 -1 -7 -11
right_child=1 -3 3 4 6 9 -8 -9 -10 10 -12
leaf_value=0.00023335461947868099 0.0021966029858175072 0.0051306780859888667 -0.0073463319967237714 -0.0090872955733870744 0.0081563960530537764 0.0037874992135288311 -0.0032552519606143886 0.0088168447217850578 -0.0015573443944727401 -0.0044446644127792622 0.0051372554573392215
leaf_weight=6442.6311374902725 143.70827758312225 96.612984180450439 287.01986396312714 55.919970273971558 69.589441895484924 588.97080338001251 68.286657929420471 52.45924973487854 1571.1838241815567 128.68508183956146 54.932587265968323
leaf_count=3261 55 33 170 34 24 214 34 15 861 64 15
internal_value=0 -0.00202463 -0.00313155 -0.00472404 -0.000840329 0.000165184 0.00250449 -5.96225e-05 -0.000117729 0.00251229 -0.00157806
internal_weight=0 721.137 624.524 480.816 193.796 8838.86 137.876 8066.27 8013.81 772.588 183.618
internal_count=4780 350 317 262 92 4430 58 4137 4122 293 79
is_linear=0
shrinkage=0.06


Tree=62
num_leaves=12
num_cat=0
split_feature=17 21 136 81 97 111 147 73 135 87 9
split_gain=0.87163 1.02505 0.932244 0.979548 1.7728 2.07298 1.31073 1.15939 1.15128 1.21294 0.97035
threshold=0.19438949227333072 0.00099512818269431613 0.0036604277556762104 0.0025217677466571335 0.0079489401541650313 0.00035067093267571186 0.00017767510871635753 0.055838862434029586 0.015200819820165636 0.00017767510871635753 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -5 -1 9 10 -8
right_child=1 -3 -4 6 -6 -7 8 -9 -10 -11 -12
leaf_value=-0.0012489786248163148 0.0079596788809795423 -0.00081295282585906042 -0.0031989256920919389 -0.0020772381011387826 0.0034894953955518513 -0.0076574729593804451 0.00051551643941803759 0.0044358351592970807 0.0038716953526127954 -0.00012564041777389712 0.0034190080588953039
leaf_weight=2271.0386052131653 105.85494232177734 87.656076908111572 333.22965466976166 654.66272342205048 299.60007226467133 176.76775825023651 903.76748192310333 136.93965697288513 397.80089128017426 3427.462616443634 765.21940004825592
leaf_count=1325 38 41 195 416 119 105 410 50 155 1622 304
internal_value=0 0.00398588 -8.23479e-05 3.26201e-05 -0.000879637 -0.00138607 0.000460544 -0.000925688 0.000762931 0.000520278 0.00184675
internal_weight=0 193.511 9366.49 9033.26 2884.35 2584.75 6148.91 2407.98 5494.25 5096.45 1668.99
internal_count=4780 79 4701 4506 1599 1480 2907 1375 2491 2336 714
is_linear=0
shrinkage=0.06


Tree=63
num_leaves=12
num_cat=0
split_feature=98 107 20 93 13 91 133 135 14 135 28
split_gain=0.831998 1.0858 1.10348 1.86578 1.65703 1.41908 1.84974 1.33403 1.19901 1.17168 1.03376
threshold=0.034632634371519096 0.010829726699739696 0.0026833302108570938 0.00096484774257987748 0.0015833032084628942 0.0012745757703669371 0.0079489401541650313 0.00044738779251929378 0.0034400182776153092 0.0044099434744566688 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 8 7 -7 -5 -4 -9
right_child=-2 -3 3 5 -6 6 -8 10 -10 -11 -12
leaf_value=0.00077744526363263567 -0.0019026167184405811 -0.0016856409088158489 -0.0028989037061278471 0.0088179780326982631 -0.010360354027637294 -0.0059422045365170413 -0.0037916155546267802 0.0083961636445199963 -0.0014023987933100255 0.0046773290945756 0.0012769107707381031
leaf_weight=6121.2479388713837 761.50504875183105 1010.5902872085571 633.63393938541412 129.75375509262085 97.41719663143158 55.919970273971558 300.6893355846405 122.75102376937866 60.632534623146057 83.126683115959167 182.73216640949249
leaf_count=2808 473 657 342 52 61 34 160 45 32 34 82
internal_value=0 0.00016467 0.000404774 -0.00096396 -0.00301815 0.000997936 -0.000314784 0.00257796 0.00556308 -0.00202025 0.00413761
internal_weight=0 8798.49 7787.9 1666.66 814.178 852.479 662.092 361.403 190.386 716.761 305.483
internal_count=4780 4307 3650 842 437 405 321 161 84 376 127
is_linear=0
shrinkage=0.06


Tree=64
num_leaves=12
num_cat=0
split_feature=44 29 86 40 96 87 30 42 56 71 102
split_gain=0.845072 0.987928 1.04622 1.13971 1.19686 1.19512 1.08288 1.03844 1.33605 1.006 1.03129
threshold=0.00073092587990686308 0.0027679565828293566 0.0079489401541650313 0.0066005610860884198 0.011169348377734424 0.00038414125447161501 0.00057154725072905432 0.0011261500185355546 0.00050559637020342063 0.055838862434029586 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 -7 10 -9
right_child=1 2 -4 4 -6 7 -8 9 -10 -11 -12
leaf_value=-0.0010090969807418713 0.001335554211292739 -0.00079596182499748036 -0.0077434391899076811 -0.0005952133088811491 0.0043880740899842853 -0.001141776309125095 0.0053930530554787354 0.0020975882955670375 -0.010937013040620331 -0.0060688093111754913 -0.0029347183394033121
leaf_weight=2276.2800911664963 2325.928942322731 2982.465621471405 64.69370698928833 180.96116101741791 326.62361454963684 159.76979649066925 272.29147911071777 624.73773229122162 73.050162434577942 81.64072859287262 191.55684328079224
leaf_count=1243 991 1666 35 88 128 76 97 266 43 53 94
internal_value=0 0.000315359 -0.000163262 -6.30409e-05 0.00108104 0.000399124 0.00300224 -0.00064431 -0.00421515 0.000281552 0.000916675
internal_weight=0 7283.72 4957.79 4893.1 1910.63 1584.01 453.253 1130.76 232.82 897.935 816.295
internal_count=4780 3537 2546 2511 845 717 185 532 119 413 360
is_linear=0
shrinkage=0.06


Tree=65
num_leaves=12
num_cat=0
split_feature=39 28 17 80 136 114 81 49 12 91 88
split_gain=0.841318 0.99017 0.904263 1.26725 1.00738 0.968894 1.03455 1.27526 1.06724 1.16571 1.30773
threshold=0.028884131461381916 0.0062037324532866487 0.19438949227333072 0.0016846025246195497 0.0036604277556762104 0.017188700847327713 0.0025217677466571335 0.0022975050378590827 0.019431582652032379 0.00017767510871635753 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 -1 8 -8 -10 -11
right_child=1 -3 3 -5 -6 -7 7 -9 9 10 -12
leaf_value=-0.0013539731604936931 0.0033467253378953702 -0.0038442927751070085 0.010724356241881099 -0.00019539451730330191 -0.0035217456490884386 0.0017409099848418983 0.00013268420686701263 0.003817556859059843 -0.011095690032182377 -0.0068986227804004197 0.0024180993447749529
leaf_weight=2381.758932352066 466.45389032363892 80.887456297874451 65.762380242347717 91.483138561248779 320.39474558830261 923.11631083488464 4628.6527140140533 321.15777790546417 59.981142640113831 96.480753779411316 123.87063717842102
leaf_count=1394 171 36 23 42 191 364 2312 113 37 53 44
internal_value=0 0.00228402 -0.000138709 0.00437141 -0.000218795 -9.48062e-05 -0.000317429 0.000154604 -8.50351e-05 -0.00367986 -0.00166122
internal_weight=0 547.341 9012.66 157.246 8855.41 8535.02 7611.9 5230.14 4908.99 280.333 220.351
internal_count=4780 207 4573 65 4508 4317 3953 2559 2446 134 97
is_linear=0
shrinkage=0.06


Tree=66
num_leaves=12
num_cat=0
split_feature=18 117 111 112 107 18 40 70 17 72 131
split_gain=0.759131 0.74902 1.0065 1.05737 1.25451 1.17559 1.15799 1.09399 0.937296 0.942584 1.58476
threshold=0.13848232477903369 0.04673989117145539 0.00060774214216507982 0.00040826165059115743 0.0027679565828293566 0.00017767510871635753 0.039062514901161201 0.0084566329605877417 0.00017767510871635753 0.019431582652032379 0.028884131461381916
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 5 -5 -4 -7 -6 -1 10 -10
right_child=-2 -3 3 4 7 6 -8 -9 9 -11 -12
leaf_value=-0.00051861624274155815 0.0039050656341202482 -0.0021135901241757663 0.00086342878929516499 0.005001130363760254 -0.0072655371361969624 -0.0079467410903034923 0.0014772335387802453 0.0052064581529543182 0.0008097015387775173 0.002684126068304924 -0.0032273395497143752
leaf_weight=3338.8505766391754 175.9126056432724 605.87771487236023 125.27530145645142 130.17103636264801 83.879955410957336 236.28067946434021 58.576478362083435 36.265500426292419 3590.245502114296 790.78733789920807 387.87719106674194
leaf_count=1763 66 369 56 45 51 138 25 14 1766 290 197
internal_value=0 -7.32037e-05 6.76251e-05 -0.00216658 0.000920372 -0.00400579 -0.00607457 -0.00350091 0.000252376 0.00079217 0.00041608
internal_weight=0 9384.09 8778.21 670.449 250.316 420.132 294.857 120.145 8107.76 4768.91 3978.12
internal_count=4780 4714 4345 329 110 219 163 65 4016 2253 1963
is_linear=0
shrinkage=0.06


Tree=67
num_leaves=12
num_cat=0
split_feature=37 56 96 7 20 107 96 80 125 25 145
split_gain=0.770112 0.843425 1.14619 1.26131 1.74947 1.43942 1.20626 1.19594 1.13323 1.09232 1.07052
threshold=0.11766931414604188 0.00073092587990686308 0.0023699469165876512 0.001792412775103003 0.0022272822679951791 0.0021592099219560628 0.0013986918493174019 0.0072436286136507997 0.0098710241727530974 0.0020292587578296666 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 6 -4 9 -6 -3 -7 -1 -5 -10
right_child=-2 2 3 4 5 7 -8 -9 10 -11 -12
leaf_value=0.00065627915335806112 -0.004772379179470731 -0.001444592165995208 -0.0039925468956409499 0.0054858022730712381 -0.0084491212013768201 -0.0037745330083067668 -0.0072072835914594475 0.007258935768963571 0.002737256037377575 0.00067903139573075814 -0.0021681419647112546
leaf_weight=6402.4876352548599 120.19639599323273 430.67720139026642 234.92695534229279 262.34718883037567 112.72544324398041 90.363525152206421 187.780721783638 58.108256936073303 191.2717924118042 484.52052533626556 984.59423804283142
leaf_count=3235 76 214 137 86 65 43 104 21 81 188 530
internal_value=0 6.07664e-05 -0.00108357 -3.33666e-05 0.00088931 -0.00333735 -0.0031943 0.000543699 0.000341847 0.00236747 -0.00137021
internal_weight=0 9439.8 1861.45 1242.99 1008.06 261.197 618.458 148.472 7578.35 746.868 1175.87
internal_count=4780 4704 858 540 403 129 318 64 3846 274 611
is_linear=0
shrinkage=0.06


Tree=68
num_leaves=12
num_cat=0
split_feature=27 84 147 131 114 13 39 0 147 122 17
split_gain=0.743631 1.01626 0.855796 1.01259 0.867914 0.784309 1.02312 0.780946 1.03085 1.10768 1.04676
threshold=0.015675474889576439 0.0019071503775194289 0.011169348377734424 0.0079489401541650313 0.000490355829242617 0.015441739000380041 0.028884131461381916 0.019431582652032379 0.05109804309904576 0.00090704852482303988 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 7 -1 9 10 -9
right_child=1 -3 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.00028143048218273677 0.00010619528475591203 0.004599808823148234 0.00014395995023280732 -0.01366604263645636 -0.0063929442014501259 0.0067952065217753684 0.0027173877972846384 0.0010549317089414542 -0.0051676885795918443 -0.0035203343098358648 0.0054123897719864983
leaf_weight=7353.9616924524307 131.62664079666138 73.884724974632263 207.28237116336823 40.377612948417664 168.87952423095703 63.289042711257935 504.07311487197876 494.38352537155151 77.29450535774231 113.37683522701263 331.57028961181641
leaf_count=3799 68 29 91 28 101 23 186 230 37 60 128
internal_value=0 -0.00200589 -0.00289624 -0.00474491 -0.00354621 0.000139603 9.21391e-05 -6.59522e-05 0.00149275 0.00204082 0.00280419
internal_weight=0 622.051 548.166 340.884 300.506 8937.95 8874.66 8370.59 1016.63 939.331 825.954
internal_count=4780 317 288 197 169 4463 4440 4254 455 418 358
is_linear=0
shrinkage=0.06


Tree=69
num_leaves=12
num_cat=0
split_feature=1 96 37 78 94 100 127 54 17 137 60
split_gain=0.726866 1.56681 1.03762 1.1339 1.2507 1.00528 1.1918 1.02462 0.951422 0.996356 1.03237
threshold=0.0044099434744566688 0.0013986918493174019 0.0032328735105693345 0.048151826485991485 0.0016846025246195497 0.00017767510871635753 0.0042751494329422721 0.0010585968848317864 0.00017767510871635753 0.00064626874518580746 0.025578102096915249
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 7 -7 -3 -1 10 -10
right_child=1 5 -4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00047169127384647864 -0.0053660921239284745 -0.0023543018337895205 -0.0090993149274166026 -0.011454325321234183 0.00098253647792033005 0.00025998628750454646 -0.0048405824558191623 0.006926203142712333 0.0017512682595582846 -0.00061993631226525095 -0.0028451538074612528
leaf_weight=3395.8392201662064 186.29476726055145 62.220369458198547 101.06108772754669 45.792509436607361 279.02974963188171 1028.2591609954834 196.42222809791565 137.40787839889526 2794.4800690412521 1145.4630578756332 187.72978162765503
leaf_count=1785 123 35 71 32 144 491 125 54 1275 552 93
internal_value=0 -0.00100559 -0.00354411 -0.0024457 -0.00155917 8.54903e-05 -0.000558076 0.00403364 0.000272195 0.000884191 0.00146192
internal_weight=0 2036.49 612.178 511.117 465.325 1424.31 1224.68 199.628 7523.51 4127.67 2982.21
internal_count=4780 1075 370 299 267 705 616 89 3705 1920 1368
is_linear=0
shrinkage=0.06


Tree=70
num_leaves=12
num_cat=0
split_feature=112 101 56 103 28 146 39 139 72 20 96
split_gain=0.709324 0.947026 1.16487 1.10029 1.1342 0.972268 1.07894 1.4493 1.38885 1.26079 1.20906
threshold=0.00082683752407319855 0.028020657598972324 0.00047558375808876013 0.00096484774257987748 0.0053125319536775359 0.011519505176693203 0.0012745757703669371 0.000490355829242617 0.030689206905663017 0.00062670491752214741 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 -1 8 -8 10 -9
right_child=-2 2 -4 4 -6 -7 7 9 -10 -11 -12
leaf_value=-0.00039478753499022173 -0.00086684857378656051 -0.0010416149151609112 -0.0095675039135236194 0.0039550271340112004 -0.0034500703443582016 -0.0013562869574186985 0.0014441891944734502 -0.002624851389869504 0.0057420686181184994 -0.0042957509058192617 0.0059878300301857111
leaf_weight=2184.8782428503036 2507.0949339866638 335.00066006183624 69.691322207450867 524.89813828468323 86.77057421207428 1125.91046833992 1904.8502801656723 116.50156474113464 315.50877070426941 270.6732941865921 118.22162997722626
leaf_count=1170 1366 189 46 216 44 554 859 55 107 136 38
internal_value=0 0.000308139 -0.00250984 0.000479676 0.00290455 0.000233969 0.000598583 0.00139484 0.00205491 -0.00150506 0.00171305
internal_weight=0 7052.9 404.692 6648.21 611.669 6036.54 4910.63 2725.76 2220.36 505.396 234.723
internal_count=4780 3414 235 3179 260 2919 2365 1195 966 229 93
is_linear=0
shrinkage=0.06


Tree=71
num_leaves=12
num_cat=0
split_feature=98 135 108 66 40 125 27 109 7 138 121
split_gain=0.710898 1.11765 0.954634 0.83385 1.10147 1.02302 1.14006 0.905743 1.10028 0.875035 1.21757
threshold=0.034632634371519096 0.035692447796463973 0.0060143163427710542 0.00050559637020342063 0.015675474889576439 0.04273676127195359 0.015675474889576439 0.010500331409275534 0.0037758676335215573 0.0037758676335215573 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 9 6 -5 -6 -9 -1 -11
right_child=-2 2 -4 5 7 -7 -8 8 -10 10 -12
leaf_value=-0.00047823563661558916 -0.0017587076155443754 0.0071493910807932095 6.8733071446584103e-05 -0.0005401070730564995 0.0011843583307313357 -0.0099812131790682126 -0.0076955422273831354 0.0087405358831089113 0.00014117752587912728 0.0018457150897716673 -0.0045894124938265684
leaf_weight=4042.0436078310013 761.50504875183105 149.77456605434418 126.39491486549377 1705.3445026874542 1078.6927045583725 45.558398723602295 84.114066123962402 136.70554625988007 88.073358178138733 1225.9429929256439 115.85017275810242
leaf_count=2171 473 54 55 845 457 30 53 48 34 500 60
internal_value=0 0.000152215 0.00390878 3.04823e-05 0.000341375 -0.0011025 -0.000876451 0.00190635 0.00537112 -3.75182e-05 0.00129011
internal_weight=0 8798.49 276.169 8522.33 6687.31 1835.02 1789.46 1303.47 224.779 5383.84 1341.79
internal_count=4780 4307 109 4198 3270 928 898 539 82 2731 560
is_linear=0
shrinkage=0.06


Tree=72
num_leaves=12
num_cat=0
split_feature=89 67 104 14 99 114 60 55 143 47 58
split_gain=0.647735 1.02007 0.941676 0.900393 1.37988 0.897993 0.758557 1.22147 0.931915 1.55237 1.00259
threshold=0.0070226341485977182 0.0054799309000372895 0.0037758676335215573 0.0034400182776153092 0.00085274505545385193 0.0092791137285530585 0.0070226341485977182 0.0011980500421486797 0.0049928687512874612 0.00096484774257987748 0.0013560238294303419
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 8 -8 9 -2 -11
right_child=6 2 -4 4 5 -7 7 -9 -10 10 -12
leaf_value=1.2343776666430433e-05 0.0064362441488778751 0.0017180612170819298 0.0011954639035153048 -0.014662098553296388 -0.0078218248832856926 0.0010824688836614481 -0.01038054090672043 0.0031566922080217968 0.0059075890506379673 -0.0080451315667819743 0.00092770337748886275
leaf_weight=8549.675123333931 106.9745557308197 57.222754240036011 128.86825239658356 58.210137248039246 93.121913552284241 72.531000852584839 43.736453175544739 53.161581873893738 209.00243639945984 74.1697758436203 113.32589507102966
leaf_count=4326 37 24 55 43 56 28 25 21 74 42 49
internal_value=0 -0.000127846 -0.00305152 -0.00499862 -0.00671551 -0.00392309 0.0019079 -0.00295355 0.00284353 0.0006688 -0.00262178
internal_weight=0 8959.63 409.954 281.086 223.863 165.653 600.371 96.898 503.473 294.47 187.496
internal_count=4780 4532 206 151 127 84 248 46 202 128 91
is_linear=0
shrinkage=0.06


Tree=73
num_leaves=12
num_cat=0
split_feature=92 72 99 9 79 41 60 82 136 79 123
split_gain=0.639174 1.02292 0.967919 0.909059 0.874233 0.870068 1.26535 0.960097 0.864886 0.847199 0.795477
threshold=0.002945306478068233 0.030689206905663017 0.057509137317538268 0.00017767510871635753 0.05109804309904576 0.00066645268816500913 0.00085274505545385193 0.00096484774257987748 0.0036604277556762104 0.012636432424187662 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 10 -1 -7 -8 -5 -3 -2
right_child=1 9 -4 8 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00010832766418081368 0.00017750775797893402 0.0046451653199930222 -0.0058279015733770341 0.0014003763124726507 -0.0094994216439237954 0.0018767047089647559 -0.016433056735005402 -0.003232448514462403 -0.0040227640959357019 -0.0025919645079294203 -0.0016724871153092236
leaf_weight=2696.6260710954666 2075.5116398334503 224.31068301200867 136.02380418777466 2661.5809943675995 39.909391522407532 55.869030117988586 40.143502235412598 39.207059383392334 110.25210571289062 78.648229479789734 1401.9173687696457
leaf_count=1411 1102 78 95 1175 24 23 26 18 65 38 725
internal_value=0 -0.000583879 -0.000861705 0.000412231 -0.00066965 -0.000343834 -0.00504044 -0.00991065 0.00118467 0.0027664 -0.000568313
internal_weight=0 3956.32 3653.36 5603.68 3517.34 2831.85 135.22 79.3506 2771.83 302.959 3477.43
internal_count=4780 2062 1946 2718 1851 1478 67 44 1240 116 1827
is_linear=0
shrinkage=0.06


Tree=74
num_leaves=12
num_cat=0
split_feature=49 41 110 60 51 40 103 98 20 72 106
split_gain=0.666001 0.981347 1.35231 0.924988 0.927048 0.907109 0.862972 1.43951 1.17399 1.13775 0.874891
threshold=0.0041444667149335155 0.00066645268816500913 0.00075379351619631063 0.025578102096915249 0.0020932231564074759 0.00244467705488205 0.00096484774257987748 0.00017767510871635753 0.0016846025246195497 0.0062037324532866487 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 6 7 -1 -8 -10 -9
right_child=1 2 -4 4 -6 -7 8 10 9 -11 -12
leaf_value=0.00084274194721555647 0.0038484706795290638 -0.0092403189374388756 0.0021262466414081341 9.2130845678172998e-05 -0.0055576795688770456 0.00053481653078567173 -0.00039300422496030859 -0.0034868754572385014 0.0026528568693414967 0.014106047550412058 -0.00099628583998445956
leaf_weight=980.0951943397522 358.54289174079895 56.80547297000885 111.92123079299927 199.21096658706665 220.03598999977112 5012.7223634719849 304.38416683673859 811.25685024261475 103.01526367664337 44.805126428604126 1357.2043626308441
leaf_count=481 126 31 37 96 126 2318 181 486 56 13 829
internal_value=0 0.00207278 -0.00170055 -0.000120995 -0.00287309 1.29591e-05 -0.000713534 -0.00106555 0.00173745 0.00612438 -0.00192806
internal_weight=0 527.27 168.727 9032.73 419.247 8613.48 3600.76 3148.56 452.205 147.82 2168.46
internal_count=4780 194 68 4586 222 4364 2046 1796 250 69 1315
is_linear=0
shrinkage=0.06


Tree=75
num_leaves=12
num_cat=0
split_feature=21 88 8 124 1 98 91 41 127 45 31
split_gain=0.673734 0.810238 0.857087 1.07401 0.743253 0.828635 1.09213 0.957773 0.923984 0.903679 1.00699
threshold=0.0092791137285530585 0.0017376682371832433 0.0053125319536775359 0.0038949446752667431 0.0044099434744566688 0.012636432424187662 0.00066645268816500913 0.00017767510871635753 0.017188700847327713 0.00017767510871635753 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 7 -6 9 -8 -11
right_child=1 2 3 -5 5 -7 8 -9 -10 10 -12
leaf_value=0.00043018971485844375 -0.00054754260584751033 -0.0092822907166806978 -0.0071700875965535872 0.0055596998584670088 -0.0017893325027203168 -0.0033506570955973264 0.0075128008153966105 -0.010165728344877346 -0.0055819448872959903 -0.0021180951772215347 0.0018019828836847226
leaf_weight=6939.9963319301605 503.04562175273895 92.470521569252014 50.739184498786926 45.039237141609192 239.87363040447235 395.31779372692108 71.177276730537415 61.803088188171387 83.22856342792511 348.90424239635468 728.40438795089722
leaf_count=3358 304 61 32 15 137 250 27 42 56 181 317
internal_value=0 -0.00180412 -0.00516198 -0.00118398 0.000140627 -0.000901296 -0.000269836 -0.00350537 0.000522624 0.00096501 0.000532401
internal_weight=0 691.295 188.249 95.7784 8868.71 1928.71 1533.39 301.677 1231.71 1148.49 1077.31
internal_count=4780 412 108 47 4368 1010 760 179 581 525 498
is_linear=0
shrinkage=0.06


Tree=76
num_leaves=12
num_cat=0
split_feature=125 91 148 56 85 10 1 0 73 70 20
split_gain=0.667946 1.3382 0.936145 1.00433 0.795563 0.736886 0.701656 1.19339 1.28987 1.03198 1.0029
threshold=0.027182282879948619 0.0018488886416889729 0.032603342086076743 0.0003614811430452392 0.0079489401541650313 0.0035485138650983576 0.0027679565828293566 0.015675474889576439 0.055838862434029586 0.0022272822679951791 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 5 -2 7 8 -1 -9 -10
right_child=1 2 -4 -5 -6 -7 -8 9 10 -11 -12
leaf_value=-0.00012592224591814744 -0.001174292433070508 0.0044471458826519572 0.0093668394693026662 -0.0042858374905284579 -0.012003870636492135 -0.0069275368538897547 -0.00069057001406221184 0.00031482587710620133 0.0067602364349130277 0.0042195831325069766 0.0003599277260134507
leaf_weight=4968.1524177789688 239.58857953548431 89.895303726196289 46.15885055065155 100.30781543254852 40.143502235412598 120.43050670623779 2623.2908577919006 455.82785797119141 180.15694856643677 523.49347400665283 172.55376541614532
leaf_count=2550 124 39 14 54 26 78 1355 207 60 204 69
internal_value=0 -0.00187781 0.00170178 -0.000158386 -0.00399216 -0.00309882 0.000133947 0.000477262 0.000122989 0.0024021 0.00362907
internal_weight=0 636.525 236.362 190.203 400.163 360.019 8923.48 6300.18 5320.86 979.321 352.711
internal_count=4780 335 107 93 228 202 4445 3090 2679 411 129
is_linear=0
shrinkage=0.06


Tree=77
num_leaves=12
num_cat=0
split_feature=37 56 48 147 70 9 98 81 129 128 107
split_gain=0.651102 0.630906 1.17045 0.87104 1.10283 0.954298 0.948509 1.3882 0.9492 0.90376 1.19201
threshold=0.11766931414604188 0.00073092587990686308 0.0012357163941487672 0.028884131461381916 0.034632634371519096 0.00037263428384903824 0.0013986918493174019 0.0013146653072908523 0.0028552538715302949 0.0026012937305495147 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 7 8 -1 10 -9
right_child=-2 -3 -4 5 -6 -7 -8 9 -10 -11 -12
leaf_value=-0.0013054395513458284 -0.0043881621899077407 -0.00093384889385690129 0.0047241465612807079 0.00043090428314795665 0.0035678388055340633 0.0040796262586096782 -0.00089098128403107069 0.0049414242417281035 -0.0098788722196651024 -0.00055230150811313907 0.0010281259852654347
leaf_weight=416.69232881069183 120.19639599323273 1861.4498180150986 209.2365471124649 741.83974885940552 280.98392558097839 395.69389486312866 3599.7735811471939 411.75541377067566 52.327019333839417 592.86939525604248 877.18181097507477
leaf_count=253 76 858 76 305 129 137 2027 158 35 279 447
internal_value=0 5.58742e-05 0.000298977 0.00017333 -0.000105375 0.00170012 -0.000278822 0.000658564 -0.00226195 0.00138647 0.00227824
internal_weight=0 9439.8 7578.35 7369.12 6231.58 1137.53 5950.6 2350.83 469.019 1881.81 1288.94
internal_count=4780 4704 3846 3770 3328 442 3199 1172 288 884 605
is_linear=0
shrinkage=0.06


Tree=78
num_leaves=12
num_cat=0
split_feature=125 96 61 61 95 22 131 81 139 20 59
split_gain=0.596732 0.781891 1.05253 0.918284 0.71525 0.978152 1.45998 1.33439 1.27107 1.27264 1.14236
threshold=0.027182282879948619 0.0023699469165876512 0.00017767510871635753 0.0011615398107096555 0.0012745757703669371 0.00037263428384903824 0.028884131461381916 0.013860232196748258 0.00046126570669002836 0.0026833302108570938 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 8 7 -7 -1 -10 -9
right_child=1 3 -4 -5 -6 6 -8 10 9 -11 -12
leaf_value=0.00040597115308086139 0.00094891159172097493 -0.004747662468291663 -0.0065416076768236723 0.002201242539417158 -0.00041944921146479263 0.0032661413438785001 -0.0027793159653116432 0.0034892354211319542 -0.0015752404670578265 -0.011041210554317575 -0.0059154463870851881
leaf_weight=2626.5174676179886 102.31293153762817 95.829361796379089 198.66145491600037 239.72080993652344 4388.5655629634857 1220.1108151674271 214.51921319961548 78.180008053779602 213.63371050357819 67.217984676361084 114.73055934906006
leaf_count=1372 50 58 123 104 2226 503 100 34 103 46 61
internal_value=0 -0.00177489 -0.00399529 0.000216713 0.000126606 0.000655039 0.00183279 0.00253298 -4.26573e-06 -0.00384079 -0.00210405
internal_weight=0 636.525 300.974 335.55 8923.48 4534.91 1627.54 1413.02 2907.37 280.852 192.911
internal_count=4780 335 173 162 4445 2219 698 598 1521 149 95
is_linear=0
shrinkage=0.06


Tree=79
num_leaves=12
num_cat=0
split_feature=18 39 8 49 94 2 106 20 111 105 95
split_gain=0.600678 0.607747 0.708036 0.630545 0.876666 1.83684 0.732599 0.834018 0.703408 0.743246 0.997745
threshold=0.13848232477903369 0.057509137317538268 0.004017772153019906 0.0041444667149335155 0.0048403022810816774 0.00040826165059115743 0.00064626874518580746 0.00038414125447161501 0.00066645268816500913 0.013860232196748258 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 6 -5 -8 -1 10 -10
right_child=-2 2 -4 4 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00014110849164960707 0.0034736872268222043 -0.0021938627100849613 0.0045011252271006932 -0.0031090594241600898 0.0047269718563932124 -0.0084582187405637908 0.010229970283511535 0.0011877726325507786 0.0009128451966729812 0.0040731398142322744 -0.0053689505374083452
leaf_weight=8113.6545556783676 175.9126056432724 78.414118766784668 206.94638013839722 59.930202484130859 222.48873746395111 73.701554417610168 60.113373041152954 94.373757362365723 133.39764618873596 54.515305995941162 286.551642537117
leaf_count=4172 66 36 67 26 73 38 17 35 62 22 166
internal_value=0 -6.51172e-05 0.00266141 -0.000150628 0.00189782 -0.000286888 0.00252184 0.00470623 -0.000272419 -0.00251792 -0.00337353
internal_weight=0 9384.09 285.36 9098.73 510.608 288.119 214.417 154.487 8588.12 474.465 419.949
internal_count=4780 4714 103 4611 189 116 78 52 4422 250 228
is_linear=0
shrinkage=0.06


Tree=80
num_leaves=12
num_cat=0
split_feature=112 70 30 128 119 97 148 77 81 108 95
split_gain=0.584422 0.904187 0.815052 0.837046 1.19814 1.135 1.2061 1.11377 1.42107 0.904918 1.16994
threshold=0.00082683752407319855 0.034632634371519096 0.00038414125447161501 0.0035485138650983576 0.00062670491752214741 0.0026012937305495147 0.0020292587578296666 0.0054799309000372895 0.013860232196748258 0.0098710241727530974 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 -4 9 -9 10 -8
right_child=2 -3 3 -5 -6 -7 7 8 -10 -11 -12
leaf_value=0.00015440113570059654 -0.0020921183735800224 0.003963174540348436 -0.0049555494228136869 -0.0019411815986612136 -0.0032183208448889455 -0.0050662098258294885 0.01026859334346676 -0.0066209709157418447 0.0067860304228521892 0.0084248011524235018 0.0016073050766418631
leaf_weight=6820.889199256897 1020.9009186029434 232.01574647426605 65.86426055431366 483.37056183815002 188.06577265262604 72.58194100856781 68.001607060432434 76.643113374710083 45.273347854614258 164.43142068386078 321.96199035644531
leaf_count=3323 650 91 45 231 117 39 21 42 17 63 141
internal_value=0 0.000279696 -0.000786836 0.000109793 0.00109838 0.00209478 0.0027951 0.00354992 -0.00164232 0.00469173 0.00311766
internal_weight=0 7052.9 2507.09 1486.19 1002.82 814.758 742.176 676.311 121.916 554.395 389.964
internal_count=4780 3414 1366 716 485 368 329 284 59 225 162
is_linear=0
shrinkage=0.06


Tree=81
num_leaves=12
num_cat=0
split_feature=21 42 51 69 37 44 99 100 72 101 26
split_gain=0.5765 0.647094 0.796021 0.740087 0.811357 0.644615 0.835602 0.851414 1.14417 1.06707 1.36212
threshold=0.0092791137285530585 0.0045489775948226461 0.0034400182776153092 0.0014881226234138014 0.00087947337306104611 0.00073092587990686308 0.017188700847327713 0.00057154725072905432 0.0095705352723598498 0.0014881226234138014 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 -1 7 8 -7 -9 -11
right_child=1 3 -4 -5 -6 6 -8 9 -10 10 -12
leaf_value=-0.00075874183993015283 -0.0007691839467026967 -0.0023322679726439943 0.0090346595407651848 -0.0049989177435483733 0.0052948789915846601 0.00083215643728628175 -0.0014112915036678041 0.0011730972505835339 0.0051399810696538947 -5.4333749930867918e-06 -0.0041962018814818173
leaf_weight=2206.5887689590454 118.3235102891922 211.78141486644745 39.858451366424561 255.51786804199219 65.813320398330688 667.09011125564575 787.15427684783936 2601.8545525074005 332.63896286487579 1947.4367698431015 325.94187247753143
leaf_count=1197 60 140 13 165 34 332 428 1193 116 927 175
internal_value=0 -0.00166886 0.00170117 -0.0026688 -0.000523992 0.000130084 0.000424476 0.00067044 0.0022655 0.000343354 -0.000606278
internal_weight=0 691.295 158.182 533.113 277.595 8868.71 6662.12 5874.96 999.729 4875.23 2273.38
internal_count=4780 412 73 339 174 4368 3171 2743 448 2295 1102
is_linear=0
shrinkage=0.06


Tree=82
num_leaves=12
num_cat=0
split_feature=17 34 27 144 97 124 80 36 125 51 14
split_gain=0.576433 1.12679 0.561812 1.19831 1.11288 0.667108 0.809932 0.685663 0.6279 0.858028 0.747452
threshold=0.19438949227333072 0.0041444667149335155 0.015675474889576439 0.0072436286136507997 0.0026012937305495147 0.0053125319536775359 0.0019672545604407792 0.00747153488919139 0.04273676127195359 0.0015833032084628942 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 5 -5 7 -7 -4 10 -10 -1
right_child=1 -3 3 4 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00026318933621588114 0.0080556782136576559 -0.0011128178256444746 -0.0034274851029039953 0.0048256417838479695 -0.0056774468993894935 -0.014148574002297895 -0.0024336774462310868 0.0049182955870152546 0.00030344800791691831 -0.0056825222898908732 0.00091699180954105011
leaf_weight=5405.252488732338 91.90041983127594 101.61059939861298 292.38382029533386 141.0008293390274 48.91723895072937 43.085061192512512 41.914507627487183 40.326672792434692 187.72978162765503 159.40345537662506 3006.4750045537949
leaf_count=2840 35 44 163 53 27 30 20 17 93 94 1364
internal_value=0 0.0032414 -6.6967e-05 -0.00183123 0.00212036 -0.00362788 -0.00837179 -0.00241592 5.54251e-05 -0.00244531 0.000158625
internal_weight=0 193.511 9366.49 607.628 189.918 417.71 84.9996 332.71 8758.86 347.133 8411.73
internal_count=4780 79 4701 310 80 230 50 180 4391 187 4204
is_linear=0
shrinkage=0.06


Tree=83
num_leaves=12
num_cat=0
split_feature=37 5 39 125 79 116 38 70 57 138 145
split_gain=0.55563 0.532422 1.01634 1.2217 0.952749 0.937326 0.827605 0.895511 0.831188 0.767061 1.01413
threshold=0.11766931414604188 0.0012745757703669371 0.057509137317538268 0.0098710241727530974 0.0014881226234138014 0.0081988852471113222 0.012252715881913902 0.0022272822679951791 0.0035485138650983576 0.0037758676335215573 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -5 -6 7 8 9 -1 -11
right_child=-2 2 -4 4 5 -7 -8 -9 -10 10 -12
leaf_value=-0.00043474804118600474 -0.0040536924867269741 -0.00031041551370874408 0.0067194510387860364 0.00041374776135353914 -0.0084149976601238848 -0.0006605079771098794 -0.0051352675177919142 0.0013703460389959739 -0.0069017231355480973 0.00032939628839744528 0.0046823943643326581
leaf_weight=3271.3475410938263 120.19639599323273 2244.4930443763733 65.528269529342651 121.73329067230225 180.87987077236176 81.355677723884583 98.068588614463806 2313.2468537092209 63.574093580245972 738.94913005828857 260.62712359428406
leaf_count=1704 76 1225 21 68 119 40 56 1020 36 312 103
internal_value=0 5.16154e-05 -0.000661429 -0.000845437 -0.00397291 -0.00600925 0.000336375 0.000417094 -9.16408e-05 9.72954e-06 0.00146439
internal_weight=0 9439.8 2693.99 2628.46 383.969 262.236 6745.81 6647.74 4334.5 4270.92 999.576
internal_count=4780 4704 1473 1452 227 159 3231 3175 2155 2119 415
is_linear=0
shrinkage=0.06


Tree=84
num_leaves=12
num_cat=0
split_feature=21 95 70 29 121 108 99 88 148 107 27
split_gain=0.513569 0.584326 1.21977 1.12714 1.83913 1.13271 1.01534 0.843962 0.84035 1.05466 0.883102
threshold=0.0092791137285530585 0.0012745757703669371 0.0022272822679951791 0.007706565549597145 0.00046126570669002836 0.0060143163427710542 0.010500331409275534 0.0014881226234138014 0.0020292587578296666 0.0005893622583243997 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 6 5 -5 -4 -6 9 -1 -10
right_child=-2 2 3 4 7 -7 -8 -9 10 -11 -12
leaf_value=0.001616243835333166 -0.0015751437611026416 -0.0013022749346127003 0.0024903444690848133 0.0090247973176458898 -0.0024455199639042574 -0.00054207555518371285 -0.0011605935163979981 -0.0091387789168780372 0.0013434244044750094 -0.0023165481723859344 -0.0020141820784282437
leaf_weight=386.28935623168945 691.29456496238708 2344.7499196529388 1092.1280654668808 70.057663321495056 223.2116596698761 122.38468265533447 366.16666495800018 97.41719663143158 3183.4562834501266 673.43169057369232 309.4121321439743
leaf_count=194 412 1268 445 28 132 63 170 61 1418 439 150
internal_value=0 0.000122779 -0.000377407 0.000722634 -0.00169612 0.0029407 0.00157362 -0.00447914 0.000596984 -0.000882967 0.00104599
internal_weight=0 8868.71 4316.12 1971.37 513.071 192.442 1458.29 320.629 4552.59 1059.72 3492.87
internal_count=4780 4368 2167 899 284 91 615 193 2201 633 1568
is_linear=0
shrinkage=0.06


Tree=85
num_leaves=12
num_cat=0
split_feature=89 123 38 2 49 135 67 54 129 115 53
split_gain=0.506078 0.869734 0.716881 0.868265 0.65312 1.42694 0.861531 1.26493 1.19128 1.12212 0.755006
threshold=0.0070226341485977182 0.0026833302108570938 0.0012745757703669371 0.00057154725072905432 0.0081988852471113222 0.0010918468469753864 0.0054799309000372895 0.0017376682371832433 0.02636832278221846 0.0028552538715302949 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 -6 -1 8 9 -8 -9
right_child=1 2 -4 -5 5 -7 7 10 -10 -11 -12
leaf_value=-7.5654210608855352e-05 0.0042622615874323743 -8.3794006633074885e-05 0.0039676490075008456 -0.0085749689020109786 -0.0017010767271065878 0.0070115868979702626 -0.001911523590337499 0.0030771907649086629 0.0020676116885772694 -0.012685085490569228 -0.0055038958276389625
leaf_weight=8308.468358874321 264.2200745344162 180.67611014842987 98.434929728507996 57.039583683013916 131.34158992767334 139.59616506099701 53.863914012908936 129.51964437961578 46.861182689666748 98.353639483451843 51.624687194824219
leaf_count=4241 102 75 38 33 55 41 27 50 20 69 29
internal_value=0 0.00168642 -0.000338232 -0.00212124 -0.000113004 0.00278798 -0.000203465 -0.00299634 -0.00629749 -0.00887274 0.00063165
internal_weight=0 600.371 336.151 237.716 8959.63 270.938 8688.69 380.223 199.079 152.218 181.144
internal_count=4780 248 146 108 4532 96 4436 195 116 96 79
is_linear=0
shrinkage=0.06


Tree=86
num_leaves=12
num_cat=0
split_feature=37 31 18 54 60 74 0 82 68 85 111
split_gain=0.484598 0.57292 0.53528 0.705211 0.533749 0.859903 0.671876 0.790955 0.776587 0.554407 0.53071
threshold=0.11766931414604188 0.0016846025246195497 0.13848232477903369 0.0023699469165876512 0.025578102096915249 0.0018488886416889729 0.0013146653072908523 0.00047558375808876013 0.0010263677686452868 0.00068727668258361529 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 10 6 7 -6 -8 -10 -1
right_child=1 -3 3 -5 5 -7 8 -9 9 -11 -12
leaf_value=0.00021311609818967556 -0.0011924481408528607 -0.010402658900104536 0.006019335746333193 -0.0020880371246970071 0.0048566180123166096 0.0042147245698065453 -0.00025239333820922241 -0.0038168640836489169 -0.0043761226757087343 -0.012009872753490292 -0.0016194545027438097
leaf_weight=8226.2878786325455 86.353292942047119 33.843103051185608 116.86790585517883 57.690975666046143 63.991374850273132 65.996490955352783 68.052547216415405 92.653692126274109 70.342714190483093 66.749763250350952 611.17014098167419
leaf_count=4120 51 25 37 28 29 25 32 52 41 42 298
internal_value=0 -0.00378572 4.82033e-05 0.00333988 -1.38125e-05 -0.00208368 -0.00323261 -0.000273643 -0.00549202 -0.00809296 8.63814e-05
internal_weight=0 120.196 9439.8 174.559 9265.24 427.787 361.79 156.645 205.145 137.092 8837.46
internal_count=4780 76 4704 65 4639 221 196 81 115 83 4418
is_linear=0
shrinkage=0.06


Tree=87
num_leaves=12
num_cat=0
split_feature=79 131 96 149 103 47 42 145 101 37 40
split_gain=0.522527 0.923409 1.51325 0.635873 0.87604 0.989587 1.08035 0.948693 1.15182 0.866235 0.830977
threshold=0.05109804309904576 0.00040826165059115743 0.0020932231564074759 0.0058306583669036635 0.00096484774257987748 0.0049928687512874612 0.0079489401541650313 0.0012745757703669371 0.0014881226234138014 0.037906534969806678 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 9 10 7 -7 8 -6 -1 -5
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 -12
leaf_value=0.00046589034842398205 0.0038163794003642179 -0.001196028373921226 -0.013424237018780968 -0.0023974803723140182 0.0057363056957154294 -0.0058350468731631702 0.0011428932165950618 0.0060645305610465489 -0.0038678324558160952 -0.0035690174135036305 0.00072587461104757175
leaf_weight=6827.8713405132294 55.869030117988586 114.44550848007202 53.446632742881775 1174.3193757534027 75.706670522689819 124.9599004983902 221.38971412181854 189.21573615074158 110.66938698291779 197.07362008094788 415.03296375274658
leaf_count=3277 23 48 34 714 34 85 127 74 58 120 186
internal_value=0 -0.0028653 -0.00508875 6.86725e-05 -0.000794593 0.000938592 -0.00137469 0.00307177 3.34054e-05 0.000352697 -0.00158187
internal_weight=0 223.761 167.892 9336.24 2311.29 721.941 346.35 375.592 186.376 7024.94 1589.35
internal_count=4780 105 82 4675 1278 378 212 166 92 3397 900
is_linear=0
shrinkage=0.06


Tree=88
num_leaves=12
num_cat=0
split_feature=17 92 26 70 66 121 150 69 123 21 32
split_gain=0.504884 1.06749 1.07927 0.828435 1.29629 0.899906 1.05677 0.939526 0.871843 1.60481 1.1235
threshold=0.00057154725072905432 0.013860232196748258 0.0022975050378590827 0.0019071503775194289 0.00050559637020342063 0.007706565549597145 0.0060143163427710542 0.019431582652032379 0.00043393640953581786 0.0011261500185355546 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 -5 7 -7 -6 10 -10 -2
right_child=3 -3 -4 4 5 6 -8 -9 9 -11 -12
leaf_value=4.3718296342355715e-05 -0.00064297796469282387 -0.0029870746904442813 -0.005934798870810349 0.0025430863786044156 -0.00066206232223444609 -0.0030345161024267851 0.0062902496473763829 -0.0086468220188142091 0.00043806811401389967 -0.0040950552935342397 0.0026020156376385059
leaf_weight=3876.3495132923126 995.89225244522095 531.2397176027298 111.83994054794312 1262.9617656469345 758.52230966091156 64.69370698928833 135.16865158081055 57.039583683013916 639.02824580669403 502.00729858875275 625.25689387321472
leaf_count=1981 542 323 68 531 363 35 56 33 293 274 281
internal_value=0 -0.000460486 -0.000123936 0.000412876 0.00125982 -0.000336283 0.0032719 -0.00122051 -0.000285722 -0.00155631 0.000608575
internal_weight=0 4519.43 3988.19 5040.57 2278.39 1015.42 199.862 815.562 2762.18 1141.04 1621.15
internal_count=4780 2372 2049 2408 1018 487 91 396 1390 567 823
is_linear=0
shrinkage=0.06


Tree=89
num_leaves=12
num_cat=0
split_feature=1 83 89 20 142 7 8 67 107 149 98
split_gain=0.499377 0.629012 0.531026 0.761866 1.0198 0.775868 0.748069 0.738654 0.736062 0.640339 0.864287
threshold=0.091400381177663817 0.014740333426743748 0.0070226341485977182 0.0010263677686452868 0.00244467705488205 0.0044099434744566688 0.0044099434744566688 0.0054799309000372895 0.0014427106943912806 0.00017767510871635753 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 8 6 -5 -1 -4 10 -9
right_child=1 -3 3 5 -6 -7 -8 9 -10 -11 -12
leaf_value=5.7976949301655793e-05 -0.0072987143257347391 0.00053933709506759939 0.002490835686523688 -0.012061770901475092 0.0062752479348186776 0.0019137129942355272 -0.0002220915886028977 -0.0091570982564730362 -0.0054409243971442946 -0.0008650585945969261 0.0011015103555352282
leaf_weight=8412.9999271631241 75.34032940864563 72.164659738540649 152.71612501144409 37.670164704322815 201.11420238018036 104.73532891273499 39.207059383392334 93.356024265289307 58.159197092056274 269.26862990856171 43.268231749534607
leaf_count=4236 52 46 58 26 70 39 18 58 32 124 21
internal_value=0 -0.00346406 5.4286e-05 0.00179135 0.00321851 -0.00144617 -0.00602358 -6.26363e-05 0.000303264 -0.0025626 -0.00590825
internal_weight=0 147.505 9412.49 593.602 411.99 181.613 76.8772 8818.89 210.875 405.893 136.624
internal_count=4780 98 4682 243 160 83 44 4439 90 203 79
is_linear=0
shrinkage=0.06


Tree=90
num_leaves=12
num_cat=0
split_feature=130 39 141 114 15 38 65 92 31 141 79
split_gain=0.516461 0.595462 0.896848 0.529412 0.991984 0.749282 0.836325 0.677318 1.42087 1.28866 0.962623
threshold=0.0036604277556762104 0.057509137317538268 0.0011980500421486797 0.017188700847327713 0.00017767510871635753 0.00044738779251929378 0.00038414125447161501 0.0017376682371832433 0.00017767510871635753 0.0066005610860884198 0.05109804309904576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 5 6 -5 8 -1 -10 -9
right_child=-2 2 -4 4 -6 -7 -8 10 9 -11 -12
leaf_value=-0.00054526314758450748 -0.0054201242317309739 -0.0029587492834613608 0.0047897577209123901 -0.0056719695515678667 0.0021011377371241776 -0.010683101345107545 0.0053292828975298693 -0.00061668601356566722 0.0025034448507516029 -0.0020492564041030424 -0.0074530006946192167
leaf_weight=2514.4640064239502 62.871761441230774 72.765111565589905 206.06087744235992 55.21763813495636 807.50024878978729 37.201943278312683 45.273347854614258 4079.143670797348 1335.0754852294922 268.90228879451752 75.523499965667725
leaf_count=1355 30 30 70 28 306 22 17 2171 566 142 43
internal_value=0 3.58817e-05 0.00276763 -4.67456e-05 0.00129848 -0.00340867 -0.000715669 -0.000200437 0.000344838 0.0017402 -0.000740956
internal_weight=0 9497.13 278.826 9218.3 945.193 137.693 100.491 8273.11 4118.44 1603.98 4154.67
internal_count=4780 4750 100 4650 373 67 45 4277 2063 708 2214
is_linear=0
shrinkage=0.06


Tree=91
num_leaves=12
num_cat=0
split_feature=130 135 72 101 98 121 134 108 63 148 43
split_gain=0.456345 0.54575 0.766697 1.21424 1.10687 1.07823 1.08937 0.835732 1.00956 0.746627 0.695485
threshold=0.0036604277556762104 0.0079489401541650313 0.0054799309000372895 0.0016846025246195497 0.0013986918493174019 0.007706565549597145 0.00038414125447161501 0.007706565549597145 0.0019071503775194289 0.0060143163427710542 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 5 -5 -3 9 8 -4 -7 -1
right_child=-2 2 7 4 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00021243658836679768 -0.0050949167941807226 -0.00076403870262798333 0.011314961947364137 0.0071426780946874484 -0.0044613960354475827 -0.0024943535208100148 0.014428621792490983 -0.00017780915382849106 0.0030699465727458768 0.0073879772010169631 -0.0010012739639288415
leaf_weight=6106.2865133285522 62.871761441230774 179.65837705135345 73.182392835617065 33.792162895202637 238.10262501239777 49.385460376739502 41.212175488471985 159.71885633468628 198.40675413608551 62.169429302215576 2355.213371515274
leaf_count=2976 30 98 23 14 143 31 14 65 68 24 1294
internal_value=0 3.37288e-05 0.00133382 -4.53619e-05 -0.0030192 0.00238697 0.00609265 0.00326624 0.00529165 0.00301306 -0.000125393
internal_weight=0 9497.13 1035.63 604.32 271.895 332.425 152.767 431.308 271.589 111.555 8461.5
internal_count=4780 4750 480 324 157 167 69 156 91 55 4270
is_linear=0
shrinkage=0.06


Tree=92
num_leaves=12
num_cat=0
split_feature=17 80 44 20 83 79 108 65 19 101 49
split_gain=0.490809 0.973008 0.502264 0.931446 1.23416 0.783962 0.981317 0.89407 0.945202 1.10722 0.892031
threshold=0.19438949227333072 0.0016846025246195497 0.0038949446752667431 0.0026833302108570938 0.0046923852059990176 0.05109804309904576 0.0019672545604407792 0.0051502294372767219 0.011880517937242987 0.00096484774257987748 0.0081988852471113222
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 8 -4 -10 -8
right_child=1 -3 5 4 -6 -7 10 -9 9 -11 -12
leaf_value=-8.1420144524588345e-05 0.0084999918033904758 -0.00029480712879774998 0.0047739690359537299 -0.0061068528883870994 -0.0009588654776064283 -0.0057161097396833177 -0.00010178318745382305 -0.0055573728506163591 0.0055897186065666359 -0.0022636937125481401 0.0050470550500379546
leaf_weight=4256.8576319217682 72.296890139579773 121.21412909030914 431.17577290534973 219.85281944274902 706.03270983695984 73.467443704605103 3215.2032201290131 46.912122845649719 96.847094893455505 194.26429152488708 125.87575328350067
leaf_count=2189 26 53 176 135 390 36 1573 31 35 96 40
internal_value=0 0.00299098 -6.17935e-05 -0.000456552 -0.00218126 0.000427226 0.000537033 0.0024692 0.00299052 0.000348984 9.22002e-05
internal_weight=0 193.511 9366.49 5182.74 925.886 4183.75 4110.28 769.199 722.287 291.111 3341.08
internal_count=4780 79 4701 2714 525 1987 1951 338 307 131 1613
is_linear=0
shrinkage=0.06


Tree=93
num_leaves=12
num_cat=0
split_feature=98 143 130 20 142 106 79 72 111 103 143
split_gain=0.47521 0.791276 1.09557 1.0468 1.48052 1.20403 0.937392 0.77811 0.958562 0.826347 0.924782
threshold=0.00096484774257987748 0.035692447796463973 0.0003614811430452392 0.0026833302108570938 0.013439828064292671 0.0019071503775194289 0.0011261500185355546 0.030689206905663017 0.00057154725072905432 0.00096484774257987748 0.01884530205279589
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 5 -5 -3 9 -9 10 -2
right_child=7 2 -4 4 -6 -7 -8 8 -10 -11 -12
leaf_value=0.0012917946490393713 -0.001275548396969847 -0.0067569128511660347 -0.011999965471288138 -0.0071817048805487803 0.0070230454358133588 -0.00069932205447487356 0.0019373653400516059 0.0026405435825846073 -0.0059665146416889052 0.00088097191025221955 0.001185687681390979
leaf_weight=2688.2891356945038 3724.2446701526642 67.217984676361084 38.789778113365173 150.62971866130829 63.289042711257935 327.24465644359589 132.92942476272583 497.77271568775177 51.390576481819153 1173.473983168602 644.72819316387177
leaf_count=1213 2055 46 25 93 23 165 58 185 27 580 310
internal_value=0 0.000560618 -0.00277114 0.000807125 -0.00160053 -0.00274262 -0.000982542 -0.0003192 0.0018351 -0.000532655 -0.000912344
internal_weight=0 3468.39 238.937 3229.45 541.163 477.874 200.147 6091.61 549.163 5542.45 4368.97
internal_count=4780 1623 129 1494 281 258 104 3157 212 2945 2365
is_linear=0
shrinkage=0.06


Tree=94
num_leaves=12
num_cat=0
split_feature=136 72 144 7 44 21 71 78 105 39 1
split_gain=0.452609 0.853733 0.947435 0.744125 0.494777 0.694974 0.890078 1.00731 1.03516 1.02234 1.71292
threshold=0.0036604277556762104 0.0037758676335215573 0.00060774214216507982 0.0026012937305495147 0.00073092587990686308 0.0092791137285530585 0.017724351026117805 0.0049928687512874612 0.00099512818269431613 0.0021592099219560628 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 6 -6 9 -9 -8 -11
right_child=1 2 -4 -5 5 -7 7 8 -10 10 -12
leaf_value=-0.00069964072893674372 -0.0015246355116303387 -0.00035661586285259966 -0.01095981815306225 0.0077051037835334964 0.0009895729414370457 -0.0016533585948070857 -0.0009133381989337528 0.0013044408060327141 -0.0036852485043105208 0.0048930180371422596 -0.0024413017305719414
leaf_weight=2228.4824656248093 176.35047698020935 55.451748847961426 66.983873963356018 38.27061653137207 4376.2585054636002 584.6354101896286 766.26855325698853 207.80153274536133 535.14806950092316 355.05182111263275 169.29680550098419
leaf_count=1215 112 30 44 10 1899 346 482 106 293 149 94
internal_value=0 -0.00215957 -0.00615757 0.000121185 7.89224e-05 0.000326978 0.000507603 -0.000529602 -0.00228964 0.000483573 0.00252498
internal_weight=0 337.057 122.436 214.621 9222.94 6994.46 6409.83 2033.57 742.95 1290.62 524.349
internal_count=4780 196 74 122 4584 3369 3023 1124 399 725 243
is_linear=0
shrinkage=0.06


Tree=95
num_leaves=12
num_cat=0
split_feature=97 150 78 121 128 138 148 140 117 13 128
split_gain=0.428706 0.997628 1.26612 1.16025 0.949315 0.693704 0.65131 0.678039 0.498272 0.688386 0.687984
threshold=0.018276390619575981 0.007706565549597145 0.0036604277556762104 0.00064626874518580746 0.0048403022810816774 0.0011261500185355546 0.0079489401541650313 0.0034400182776153092 0.04673989117145539 0.015441739000380041 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 6 -5 -2 -4 -8 9 10 -1
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 -12
leaf_value=0.0001957822659790762 -0.00077693112973905914 0.0098024166958339265 0.0041465785380102108 -0.002028974293938458 -0.013267343672073858 0.0075836891423182763 -0.0069468795933768888 0.0030106715875949934 -0.0017751999431773744 0.0063210822368776802 -0.0013550957922307048
leaf_weight=7139.4522392749786 51.156465768814087 48.866298794746399 124.10474789142609 74.118835687637329 42.61683976650238 118.45574069023132 53.62980329990387 45.507458567619324 596.86986744403839 61.93531858921051 1203.2862639427185
leaf_count=3604 25 16 46 31 26 40 25 19 366 22 560
internal_value=0 0.00161312 0.000827817 -0.00128461 -0.00613178 0.00506206 0.00125003 -0.00237602 -0.000100078 1.88833e-05 -2.79033e-05
internal_weight=0 558.456 509.59 339.978 116.736 169.612 223.242 99.1373 9001.54 8404.67 8342.74
internal_count=4780 228 212 147 57 65 90 44 4552 4186 4164
is_linear=0
shrinkage=0.06


Tree=96
num_leaves=12
num_cat=0
split_feature=18 54 99 84 36 43 122 100 24 11 121
split_gain=0.43517 0.570337 0.489298 0.744067 0.471468 0.454491 1.06361 0.94363 1.03967 1.01737 0.964207
threshold=0.13848232477903369 0.0023699469165876512 0.034632634371519096 0.0013986918493174019 0.00068727668258361529 0.0017376682371832433 0.031632266007363803 0.0092791137285530585 0.0044099434744566688 0.0030382014811038975 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 7 -7 -1 9 -9 -10
right_child=1 -3 3 4 -6 6 -8 8 10 -11 -12
leaf_value=9.475380311847341e-05 0.0053432150025453486 -0.001933966750732694 -0.0028619547022131981 0.0070259732458413261 -0.0012300410545221688 -0.00072135579181045403 0.0086644673164278894 -0.0047261670327393432 0.0026037480606183232 0.003568870141620461 0.009274849948785871
leaf_weight=5402.8799614906311 118.22162997722626 57.690975666046143 441.94486570358276 49.568630933761597 50.036852359771729 2787.1424167156219 44.153734445571899 112.07405126094818 287.93571674823761 101.37648868560791 106.9745557308197
leaf_count=2619 38 28 268 22 26 1487 18 70 125 42 37
internal_value=0 0.00295665 -5.54248e-05 -0.00180612 0.00287856 5.17945e-05 -0.000574985 0.000347008 0.00258729 -0.000786511 0.00441084
internal_weight=0 175.913 9384.09 541.55 99.6055 8842.54 2831.3 6011.24 608.361 213.451 394.91
internal_count=4780 66 4714 316 48 4398 1505 2893 274 112 162
is_linear=0
shrinkage=0.06


Tree=97
num_leaves=12
num_cat=0
split_feature=111 44 64 132 51 144 51 113 129 112 20
split_gain=0.394151 1.02118 1.07731 1.16539 0.890358 0.865188 0.966592 1.32064 0.813992 0.594695 0.808328
threshold=0.00060774214216507982 0.011519505176693203 0.0010585968848317864 0.0051502294372767219 0.0022975050378590827 0.0062037324532866487 0.013032016810029747 0.00068727668258361529 0.007706565549597145 0.00093549740267917525 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 5 -4 6 7 -2 -5 -1 -11
right_child=1 -3 4 8 -6 -7 -8 -9 -10 10 -12
leaf_value=0.00038913892996142045 -0.00057755513823771164 0.0043917107181111626 0.0059877589059413707 -0.0017452450084885906 -0.0028878215219491584 0.0021194545443723313 0.0033512266860654255 -0.010874815673840656 -0.012649911440038179 -0.0015795377863593424 0.00088867741101853219
leaf_weight=6688.0410647392273 82.241180419921875 96.612984180450439 89.192971587181091 36.733721852302551 74.821167826652527 119.62629425525665 48.449017524719238 98.587750196456909 74.872107982635498 1434.7633287906647 716.05829036235809
leaf_count=3234 37 33 33 18 37 50 23 71 48 826 370
internal_value=0 -0.00134879 -0.00223683 -0.00372403 0.00193883 -0.00201693 -0.0041751 -0.00619161 -0.00906077 0.000110043 -0.000757812
internal_weight=0 721.137 624.524 460.51 164.014 348.904 229.278 180.829 111.606 8838.86 2150.82
internal_count=4780 350 317 247 70 181 131 108 66 4430 1196
is_linear=0
shrinkage=0.06


Tree=98
num_leaves=12
num_cat=0
split_feature=56 40 59 122 3 31 36 24 48 125 67
split_gain=0.41061 0.90602 1.32091 0.866066 1.07096 0.906093 0.81752 0.806436 0.9637 0.767696 0.977726
threshold=0.0010585968848317864 0.0020932231564074759 0.031632266007363803 0.0019672545604407792 0.0037758676335215573 0.01884530205279589 0.001792412775103003 0.0013986918493174019 0.00042089859198313212 0.0098710241727530974 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 6 3 7 5 -5 -2 8 -3 -1 -11
right_child=1 2 -4 4 -6 -7 -8 -9 -10 10 -12
leaf_value=0.00041004710913814148 -0.0097812600981428809 -0.0053210614246596332 -0.0085737873532324878 -0.0094183551810640628 0.0036432805522111991 0.00062507476855010982 -0.00092696974108696115 0.0017458701966776501 0.005217291466880586 0.00012700375820250302 -0.0032324270573935981
leaf_weight=6922.1746376752853 75.34032940864563 131.44347023963928 67.401155233383179 99.188202023506165 55.400808691978455 47.980796098709106 74.821167826652527 729.89034247398376 40.978064775466919 807.07320749759674 508.30769777297974
leaf_count=3491 52 77 37 55 19 19 37 298 12 408 275
internal_value=0 -0.000981403 -0.000419328 7.81188e-05 -0.00346724 -0.00614394 -0.00536942 0.000874054 -0.00281649 0.000157553 -0.00117119
internal_weight=0 1322.44 1172.28 1104.88 202.57 147.169 150.161 902.312 172.422 8237.56 1315.38
internal_count=4780 606 517 480 93 74 89 387 89 4174 683
is_linear=0
shrinkage=0.06


Tree=99
num_leaves=12
num_cat=0
split_feature=49 17 6 26 67 42 125 123 131 138 79
split_gain=0.408874 0.474436 0.797367 1.05345 0.924625 0.90153 1.84055 0.756781 0.992927 1.43789 1.14685
threshold=0.041476719081401832 0.00057154725072905432 0.00075379351619631063 0.0022975050378590827 0.00037263428384903824 0.00093549740267917525 0.0056525857653468856 0.00043393640953581786 0.068554218858480467 0.0037758676335215573 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -4 -3 9 -9 -11
right_child=-2 7 5 -5 -6 -7 -8 8 -10 10 -12
leaf_value=0.00027058289503608784 0.0042854500415736791 0.00099196303498311753 -0.012352117664038873 -0.0062840575372820904 -0.0015619583213824604 0.003954051371968503 0.0059809051362053759 -0.0015509754675058958 -0.0065450540728223469 -0.0054695304885890826 0.0024200797221931719
leaf_weight=2208.5125948190689 79.482792019844055 2908.0303148031235 40.143502235412598 118.8426718711853 1798.2832456827164 266.27613079547882 38.738837957382202 1190.8892261981964 93.539194822311401 72.816051721572876 744.44531679153442
leaf_count=1224 24 1421 26 75 910 109 14 602 49 41 285
internal_value=0 -3.59284e-05 -0.00048523 -0.000716997 -0.000551877 0.00228505 -0.00334884 0.00036504 -0.000502411 -0.000220946 0.00171713
internal_weight=0 9480.52 4470.8 4125.64 4006.8 345.158 78.8823 5009.72 2101.69 2008.15 817.261
internal_count=4780 4756 2358 2209 2134 149 40 2398 977 928 326
is_linear=0
shrinkage=0.06


Tree=100
num_leaves=12
num_cat=0
split_feature=95 19 101 149 52 73 2 99 78 30 79
split_gain=0.389473 0.693542 0.855421 0.895476 1.1881 0.672326 0.898955 0.927159 1.16725 0.805505 1.12478
threshold=0.0012745757703669371 0.00096484774257987748 0.0030382014811038975 0.0026012937305495147 0.0046923852059990176 0.037906534969806678 0.0026833302108570938 0.00073092587990686308 0.0036604277556762104 0.0037758676335215573 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 9 7 8 -7 -1 -11
right_child=1 -3 3 -5 -6 6 -8 -9 -10 10 -12
leaf_value=0.00055316048126030442 -0.0033457442244082571 -0.00010240764932772048 -0.0015995383269403599 -0.0055588994322390431 0.012266522990853689 0.002817078399228669 0.0085925505896374214 0.0037932024005942239 -0.0059678054476444316 -0.0084538031766117298 -0.00081902318838310902
leaf_weight=3387.798165678978 505.15261816978455 4050.1854726076126 43.736453175544739 37.904275417327881 45.273347854614258 111.03572809696198 72.062779426574707 264.87146651744843 106.84232532978058 75.574440121650696 859.56280732154846
leaf_count=1748 322 1987 25 28 17 40 24 97 57 54 381
internal_value=0 -0.00039088 -0.00223937 0.00216432 0.0054532 0.000375214 0.00234151 0.00140838 -0.00149082 0.000122857 -0.00143604
internal_weight=0 4682.25 632.067 126.914 89.0098 4877.75 554.812 482.75 217.878 4322.94 935.137
internal_count=4780 2379 392 70 42 2401 218 194 97 2183 435
is_linear=0
shrinkage=0.06


Tree=101
num_leaves=12
num_cat=0
split_feature=112 41 86 11 41 16 135 72 18 23 77
split_gain=0.376713 0.767413 0.862367 0.699606 0.651761 1.23855 1.03393 1.47994 0.926055 0.846657 1.0614
threshold=0.00082683752407319855 0.00052132029668428015 0.0036604277556762104 0.0054799309000372895 0.00066645268816500913 0.0030382014811038975 0.0053125319536775359 0.0033348383149132137 0.0037758676335215573 0.0025217677466571335 0.016164712607860569
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 -1 -8 -9 10 -6
right_child=1 2 -4 -5 9 -7 7 8 -10 -11 -12
leaf_value=3.033891444690903e-05 -0.0010533599849514728 0.00072026513808364141 -0.0025078944285676415 0.0071792341809201951 -0.0073283365231384982 0.0075494290320990316 -0.0011995194286606955 0.005715434928839214 -0.00087459584104808115 0.00018263567652278333 0.00053082164617793235
leaf_weight=5575.087975859642 2158.8117334842682 120.09451568126678 106.79138517379761 121.39729964733124 157.5815098285675 86.251412630081177 263.53833246231079 383.74448847770691 95.961592197418213 388.89492416381836 101.84471011161804
leaf_count=2759 1222 54 46 44 89 29 149 130 38 174 46
internal_value=0 -0.000631722 0.00198177 0.00396717 0.000224558 0.000408069 0.000310582 0.00241269 0.00439715 -0.00158829 -0.00424301
internal_weight=0 2507.09 348.283 241.492 7052.9 6404.58 6318.33 743.244 479.706 648.321 259.426
internal_count=4780 1366 144 98 3414 3105 3076 317 168 309 135
is_linear=0
shrinkage=0.06


Tree=102
num_leaves=12
num_cat=0
split_feature=17 104 100 136 123 49 42 136 12 67 34
split_gain=0.408005 0.876104 0.586945 0.422041 0.661736 1.01916 0.435113 0.537937 0.787134 1.03955 0.647219
threshold=0.19438949227333072 0.0015833032084628942 0.00099512818269431613 0.0036604277556762104 0.00043393640953581786 0.0005375427135732026 0.091400381177663817 0.0020292587578296666 0.0016846025246195497 0.0013146653072908523 0.017724351026117805
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 7 -1 10 -10 -9
right_child=1 2 -4 4 -6 -7 -8 8 9 -11 -12
leaf_value=-2.1689866545306463e-05 0.0074138671607126127 0.0045078982313765887 -0.0043678017059813144 -0.0023859377377947739 -0.0051459215251046207 0.0077882592178390962 -0.0030160316560183561 -0.0020196072259537922 0.0085751350905519715 -0.00055908722810390924 0.0068065980098051659
leaf_weight=8479.8613307476044 82.42435097694397 45.273347854614258 65.813320398330688 137.56069886684418 147.92227041721344 47.746685385704041 166.69123756885529 160.99129021167755 115.74829244613647 73.233332991600037 36.733721852302551
leaf_count=4205 28 17 34 87 91 17 114 97 38 34 18
internal_value=0 0.00272703 -0.000750512 -5.63404e-05 -0.0021533 0.000235567 2.10149e-05 7.81113e-05 0.00226659 0.00503548 -0.000379858
internal_weight=0 193.511 111.087 9366.49 333.23 185.307 9033.26 8866.57 386.707 188.982 197.725
internal_count=4780 79 51 4701 195 104 4506 4392 187 72 115
is_linear=0
shrinkage=0.06


Tree=103
num_leaves=12
num_cat=0
split_feature=1 56 89 81 133 35 62 27 27 79 143
split_gain=0.399665 0.664657 0.422413 0.934001 0.825898 1.23865 0.680655 0.753575 0.705987 0.642021 1.35995
threshold=0.091400381177663817 0.00038414125447161501 0.0070226341485977182 0.0079489401541650313 0.0048403022810816774 0.0022975050378590827 0.00037263428384903824 0.0015833032084628942 0.0026012937305495147 0.05109804309904576 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 6 -6 7 -4 -9 -1 -11
right_child=1 -3 3 -5 5 -7 -8 8 -10 10 -12
leaf_value=2.0013405808412078e-05 -0.0011310616161505579 -0.011341984481940333 -0.0022654101620846025 0.0057034095131938464 0.002545326276966001 -0.012487646223018458 -0.0039790023078050876 0.0097281771082998597 0.0022572562331772644 0.0042513590159915637 -0.0068538804238548355
leaf_weight=8630.0434180498123 119.07678258419037 28.428206562995911 81.121567010879517 149.30634462833405 37.619224548339844 41.497226357460022 68.286657929420471 65.294158816337585 150.47689819335938 56.754532814025879 132.09486222267151
leaf_count=4347 77 21 38 50 15 27 34 19 60 20 72
internal_value=0 -0.00309898 4.85648e-05 0.00159783 0.000218148 -0.00533959 0.00142224 0.00266455 0.00451802 -5.5717e-05 -0.00351644
internal_weight=0 147.505 9412.49 593.602 444.296 79.1165 365.179 296.893 215.771 8818.89 188.849
internal_count=4780 98 4682 243 193 42 151 117 79 4439 92
is_linear=0
shrinkage=0.06


Tree=104
num_leaves=12
num_cat=0
split_feature=18 97 99 99 68 117 21 107 48 19 88
split_gain=0.388243 0.521536 0.515894 0.413751 0.498139 0.720462 0.449134 0.741992 1.01166 0.874172 0.78812
threshold=0.13848232477903369 0.00073092587990686308 0.0035485138650983576 0.057509137317538268 0.0079489401541650313 0.00062670491752214741 0.0092791137285530585 0.0058306583669036635 0.00017767510871635753 0.02636832278221846 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 5 -5 -1 8 -8 10 -9
right_child=1 -3 -4 4 -6 -7 7 9 -10 -11 -12
leaf_value=0.00014294641306452911 -0.0038077272565081779 0.0067362088031097276 0.0046583030139486711 0.003311705322115771 0.0025463290876921495 -0.0048293085607574492 -0.0070501598017238569 0.00041463824982457216 0.0038736407586952935 0.0086804688448428192 -0.0054703959102859519
leaf_weight=8384.5305404663086 56.337251543998718 71.594558000564575 47.980796098709106 47.980796098709106 64.927817702293396 212.24963629245758 143.86109805107117 348.1715601682663 38.738837957382202 36.499611139297485 107.12737619876862
leaf_count=4109 27 20 19 19 37 144 88 217 14 16 70
internal_value=0 0.00279268 8.61998e-05 -5.23512e-05 -0.00215524 -0.00332828 2.31291e-05 -0.00146651 -0.00473266 -0.000253824 -0.000970053
internal_weight=0 175.913 104.318 9384.09 325.158 260.23 9058.93 674.398 182.6 491.799 455.299
internal_count=4780 66 46 4714 200 163 4514 405 102 303 287
is_linear=0
shrinkage=0.06


Tree=105
num_leaves=12
num_cat=0
split_feature=98 20 94 51 40 67 60 1 15 49 71
split_gain=0.384839 0.837666 0.71656 1.06528 0.862223 0.818643 0.752392 0.669942 0.888981 0.746985 0.802323
threshold=0.00096484774257987748 0.0042751494329422721 0.0016846025246195497 0.0020932231564074759 0.00060774214216507982 0.00066645268816500913 0.00017767510871635753 0.00093549740267917525 0.007706565549597145 0.000490355829242617 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -5 -4 8 -3 10 -9
right_child=-2 7 4 5 -6 -7 -8 9 -10 -11 -12
leaf_value=0.00094432279335289449 -0.00028724979728683497 -0.0039000560466227185 -0.0040617073330235587 -0.00075730246740731842 0.0023264750136792458 -0.0062419946980434085 0.0055870592593732071 -0.011017836653992859 0.0040815184091885105 0.0018396233272474486 -0.0024461706089518908
leaf_weight=1118.8058567047119 6091.6101386547089 92.653692126274109 143.39287662506104 306.28740262985229 1307.2986706495285 144.04426860809326 36.499611139297485 73.986605286598206 109.73294413089752 51.807857751846313 83.879955410957336
leaf_count=525 3157 52 84 155 540 79 16 51 50 20 51
internal_value=0 0.000504503 0.000846879 -4.75178e-05 0.00179056 -0.00251165 -0.002104 -0.00203496 0.000427511 -0.00441184 -0.00646341
internal_weight=0 3468.39 3056.33 1569.14 1487.19 450.332 179.892 412.061 202.387 209.674 157.867
internal_count=4780 1623 1399 759 640 234 100 224 102 122 102
is_linear=0
shrinkage=0.06


Tree=106
num_leaves=12
num_cat=0
split_feature=117 122 44 85 145 35 25 103 125 47 58
split_gain=0.359882 0.637956 0.837813 0.526513 0.837886 0.576501 0.517864 0.443284 0.66182 1.11629 1.05296
threshold=0.04673989117145539 0.0017376682371832433 0.04673989117145539 0.0012357163941487672 0.0018488886416889729 0.0012357163941487672 0.0032328735105693345 0.00096484774257987748 0.0036604277556762104 0.0056525857653468856 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 -5 6 -2 -1 9 10 -9
right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-7.7400495715499097e-05 -0.0021389846734780255 -0.0078908351034723562 0.0075085014711353294 0.0049475944963729033 -0.0034036919667153366 -0.0056480291587588756 0.005742984573182835 0.00041723334111735922 -0.0011710488295812035 -0.00070112253817186687 0.0055534340835070011
leaf_weight=7641.0520166158676 168.74729382991791 50.0877925157547 40.326672792434692 97.081205606460571 77.996837496757507 148.20732128620148 36.499611139297485 238.55025637149811 336.20156371593475 363.89708805084229 361.35222029685974
leaf_count=3790 121 37 17 37 43 104 16 94 157 214 150
internal_value=0 -0.00139917 -0.00082758 -0.00146362 0.00122712 -0.00279643 -0.000737313 9.68578e-05 0.0011211 0.00192067 0.00351103
internal_weight=0 618.947 568.859 528.532 175.078 353.454 205.247 8941.05 1300 963.8 599.902
internal_count=4780 375 338 321 80 241 137 4405 615 458 244
is_linear=0
shrinkage=0.06


Tree=107
num_leaves=12
num_cat=0
split_feature=149 103 125 30 87 35 109 8 105 142 102
split_gain=0.368497 1.13235 0.933768 1.33456 0.816674 0.79319 0.803508 0.58926 0.530166 0.734486 0.560854
threshold=0.016164712607860569 0.00050559637020342063 0.0036604277556762104 0.00057154725072905432 0.0011615398107096555 0.0010585968848317864 0.01884530205279589 0.0035485138650983576 0.0022272822679951791 0.015675474889576439 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 8 -4 6 -2 -5 -3 10 -10
right_child=1 2 4 7 -6 -7 -8 -9 9 -11 -12
leaf_value=0.00013552157627163739 -0.0020154675447775169 -0.0025617666510386445 -0.00019443654088076553 0.0025679377042677198 -0.012422494122060625 -0.0048576705199795947 0.0068380804670726287 0.010496021650195283 0.0023245953617431398 0.0093137704884860405 -0.0064778828613163966
leaf_weight=8442.5878572463989 186.99709939956665 164.2179000377655 49.802741646766663 61.51803731918335 32.489378929138184 324.27274739742279 45.975679993629456 74.770227670669556 102.31293153762817 40.092562079429626 34.962716460227966
leaf_count=4119 129 114 24 29 24 203 23 26 50 15 24
internal_value=0 -0.00102393 0.000881093 0.00189766 -0.00502214 -0.00293894 -0.000268277 0.00691743 -0.000105166 0.0021693 8.26934e-05
internal_weight=0 1117.41 560.166 477.874 82.2921 557.246 232.973 136.288 341.586 177.368 137.276
internal_count=4780 661 306 258 48 355 152 55 203 89 74
is_linear=0
shrinkage=0.06


Tree=108
num_leaves=12
num_cat=0
split_feature=27 147 36 49 88 96 23 36 74 114 50
split_gain=0.356995 0.629115 0.648547 1.22637 0.800235 0.764737 0.703449 0.536914 0.974162 0.564089 0.510748
threshold=0.015675474889576439 0.068554218858480467 0.00042089859198313212 0.0005375427135732026 0.00017767510871635753 0.00080172589514404546 0.0025217677466571335 0.0015833032084628942 0.00044738779251929378 0.00082683752407319855 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 -4 8 9 -7 -9
right_child=1 -3 3 -5 -6 7 -8 10 -10 -11 -12
leaf_value=9.6726979158069521e-05 -0.0010072478085167919 0.0054207889505757702 -0.0037335385824922331 0.0051257236788766983 -0.0095474035172759177 -0.0010457734053536771 0.0058384498485709408 -0.012086844700244858 0.0052469211130343821 -0.011311995076538628 -0.0028153083033760689
leaf_weight=8937.9490056037903 80.47017502784729 45.273347854614258 50.50507378578186 99.554543137550354 77.579556226730347 39.4411700963974 61.049815893173218 51.207405924797058 42.565899610519409 37.670164704322815 36.733721852302551
leaf_count=4463 43 17 30 37 50 20 25 36 15 26 18
internal_value=0 -0.00138982 -0.00192441 -0.000688326 -0.00519923 -0.00250181 0.00150485 -0.00465462 -0.00203908 -0.00606099 -0.00821405
internal_weight=0 622.051 576.778 418.728 158.05 319.173 111.555 207.618 119.677 77.1113 87.9411
internal_count=4780 317 300 207 93 170 55 115 61 46 54
is_linear=0
shrinkage=0.06


Tree=109
num_leaves=12
num_cat=0
split_feature=130 39 92 31 49 148 79 73 108 11 67
split_gain=0.350862 0.47896 0.510478 1.11212 1.0531 0.79318 1.08682 1.09912 0.845257 0.790094 0.788051
threshold=0.0036604277556762104 0.057509137317538268 0.00082683752407319855 0.00017767510871635753 0.0005893622583243997 0.020035739988088611 0.0019672545604407792 0.055838862434029586 0.0038949446752667431 0.00747153488919139 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -8 10 -10
right_child=-2 -3 -4 -5 -6 -7 8 -9 9 -11 -12
leaf_value=-0.00086953039346877262 -0.0044674422622512653 0.002479561790510414 -0.00039524244540660257 0.00191752509719249 -0.0046439054080900854 -0.0024294341350693787 0.0048398586280908752 0.0099923932314844137 0.0030632105296367843 0.0066634129924532217 -0.0039353848337060297
leaf_weight=1020.2798767089844 62.871761441230774 278.82598900794983 5700.9236190319061 1299.6954874992371 183.66860926151276 365.98349440097809 313.7887054681778 34.677665591239929 96.663924336433411 58.108256936073303 144.51249003410339
leaf_count=613 30 100 2936 549 90 179 124 11 44 21 83
internal_value=0 2.95748e-05 -4.45299e-05 0.000523901 -0.000292847 0.000100047 0.000655042 -0.000512486 0.00266409 0.000382876 -0.00113034
internal_weight=0 9497.13 9218.3 3517.38 2217.68 2034.01 1668.03 1054.96 613.073 299.285 241.176
internal_count=4780 4750 4650 1714 1165 1075 896 624 272 148 127
is_linear=0
shrinkage=0.06


Tree=110
num_leaves=12
num_cat=0
split_feature=0 115 125 5 139 97 5 9 18 67 54
split_gain=0.384716 0.916851 0.864604 0.630954 0.591207 0.699899 0.571954 0.816271 0.606366 0.558636 0.707539
threshold=0.019431582652032379 0.031632266007363803 0.012252715881913902 0.010829726699739696 0.000490355829242617 0.012636432424187662 0.014740333426743748 0.0030382014811038975 0.0045489775948226461 0.0020292587578296666 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 5 -5 7 8 -2 -4 -11
right_child=1 -3 9 4 -6 -7 -8 -9 -10 10 -12
leaf_value=9.2577527650381692e-06 0.0017375905921962172 -0.0042730037252463092 -0.0064518964734840744 -0.0019267511877548963 -0.0083153925605520818 0.0066665830257314259 0.0076208136160957323 -0.0040856201342722321 0.0064391359140306805 -0.0033298317386921458 0.0064830704674921245
leaf_weight=7712.331173658371 637.1553601026535 107.49371731281281 69.691322207450867 576.84905648231506 48.265846967697144 36.265500426292419 67.350215077400208 75.289389252662659 116.86790585517883 69.874492764472961 42.565899610519409
leaf_count=3839 277 52 46 364 32 14 26 41 37 37 15
internal_value=0 0.00101125 0.00153778 -0.000143261 -0.00192178 -0.00141846 0.00230332 0.00187148 0.00246629 -0.0022311 0.000384981
internal_weight=0 1186.29 1078.79 8373.71 661.38 613.115 896.663 829.313 754.023 182.132 112.44
internal_count=4780 531 479 4249 410 378 381 355 314 98 52
is_linear=0
shrinkage=0.06


Tree=111
num_leaves=12
num_cat=0
split_feature=17 80 82 44 75 46 95 22 107 104 42
split_gain=0.356346 0.815502 0.592434 0.361328 0.66844 0.872669 1.03918 0.946254 0.904752 0.97689 1.18583
threshold=0.19438949227333072 0.0016846025246195497 0.00047558375808876013 0.00073092587990686308 0.0023699469165876512 0.0070226341485977182 0.0042751494329422721 0.00060774214216507982 0.0012357163941487672 0.0049928687512874612 0.0013560238294303419
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 7 8 -6 10 -10
right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=0.0003318003402592234 0.0075920009750156409 0.0035689484399737152 -0.0048271802167634817 0.00015539342411882768 0.00058060170640971212 -0.0046621918315369274 -0.0071769201430883457 0.0052870022457383297 -0.0095982497682167815 -0.0095172245903872819 0.002751263938939633
leaf_weight=1099.8645490407944 72.296890139579773 63.054931998252869 58.159197092056274 7140.8970136642456 453.30358028411865 278.42929780483246 82.760342001914978 101.79376995563507 40.377612948417664 77.813666939735413 91.249027848243713
leaf_count=659 26 21 32 3479 196 160 52 35 28 52 40
internal_value=0 0.00254855 -0.00045956 -5.26529e-05 -0.000720178 -0.00174799 -0.000790355 -9.90163e-05 -0.000926279 -0.00418771 -0.00103706
internal_weight=0 193.511 121.214 9366.49 2225.59 1125.73 847.298 764.538 662.744 209.44 131.627
internal_count=4780 79 53 4701 1222 563 403 351 316 120 68
is_linear=0
shrinkage=0.06


Tree=112
num_leaves=12
num_cat=0
split_feature=49 60 74 0 4 50 135 50 81 77 133
split_gain=0.353699 0.380164 0.653375 0.701327 0.620127 0.444158 0.440684 0.743854 0.574339 0.603413 0.597697
threshold=0.041476719081401832 0.025578102096915249 0.0018488886416889729 0.0015833032084628942 0.00087947337306104611 0.0038949446752667431 0.035692447796463973 0.05109804309904576 0.0048403022810816774 0.0015349716995842757 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 -1 8 10 -10 -8
right_child=-2 2 -4 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-2.7690077718393652e-05 0.0039858310598612163 0.0060868615196727274 0.0037952664468801594 -0.005314306251837834 -0.0051624514985569286 -0.00079717948810195552 0.0016685001389553948 -0.0045000408946841838 -0.0024985718678401689 0.0063225215278352948 0.009552533102781164
leaf_weight=8711.1649850606918 79.482792019844055 56.988643527030945 65.996490955352783 186.66110837459564 62.922701597213745 82.709401845932007 61.049815893173218 49.385460376739502 81.121567010879517 42.565899610519409 79.951013445854187
leaf_count=4385 24 22 25 105 41 41 25 31 38 15 28
internal_value=0 -3.34164e-05 -0.00172507 -0.00266096 -0.0002166 0.00201111 5.19191e-05 0.00225996 0.00352124 0.000537126 0.00613894
internal_weight=0 9480.52 455.278 389.282 202.621 139.698 9025.24 314.074 264.688 123.687 141.001
internal_count=4780 4756 234 209 104 63 4522 137 106 53 53
is_linear=0
shrinkage=0.06


Tree=113
num_leaves=12
num_cat=0
split_feature=0 115 122 147 11 141 115 99 54 71 15
split_gain=0.347899 0.79701 0.661679 0.867352 0.735189 0.879278 0.764914 0.924787 0.773553 0.64213 0.862359
threshold=0.019431582652032379 0.031632266007363803 0.00090704852482303988 0.013032016810029747 0.0014427106943912806 0.013439828064292671 0.0038949446752667431 0.0026012937305495147 0.00087947337306104611 0.004017772153019906 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 8 -8 -6 -10 -11
right_child=1 -3 3 -5 5 -7 7 -9 9 10 -12
leaf_value=-0.00013623377452129785 0.00015445352788673688 -0.003965170042577737 -0.0065129991990768993 0.0034276070411751107 -0.0055546899603853787 0.008956973325839673 0.0081329607300834605 -1.4508811435889493e-05 0.0068213412287139513 0.0069330097564844874 -0.0052389915011919518
leaf_weight=8373.7115775346756 425.21136474609375 107.49371731281281 78.933280348777771 52.693360447883606 65.161928415298462 88.724750161170959 129.70281493663788 81.772958993911743 64.408656120300293 32.204328060150146 59.981142640113831
leaf_count=4249 199 52 51 17 39 29 41 33 22 11 37
internal_value=0 0.00096164 0.00145256 -0.00253353 0.0020065 0.00351527 0.00240082 0.00498252 -6.11873e-05 0.00222477 -0.000986791
internal_weight=0 1186.29 1078.79 131.627 947.168 521.957 433.232 211.476 221.756 156.594 92.1855
internal_count=4780 531 479 68 411 212 183 74 109 70 48
is_linear=0
shrinkage=0.06


Tree=114
num_leaves=12
num_cat=0
split_feature=1 56 116 89 132 27 67 128 124 104 72
split_gain=0.333528 0.578761 0.391804 0.346441 0.716932 0.664639 0.556798 0.729175 1.13996 0.585642 0.717594
threshold=0.091400381177663817 0.00038414125447161501 0.0034400182776153092 0.0070226341485977182 0.0017376682371832433 0.0013560238294303419 0.0054799309000372895 0.05109804309904576 0.016668972559273246 0.0037758676335215573 0.024066280573606495
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -6 7 -1 -9 10 -8
right_child=1 -3 -4 4 5 -7 9 8 -10 -11 -12
leaf_value=-1.6005295381694815e-05 -0.0033654942003491237 -0.010522931312855916 0.0040015347090391314 0.0042546661632853816 -0.0055878689529746178 0.0010386131342483686 -0.0060244761032641914 -0.0017133783549393344 0.0094806676815186244 0.0011468487808428541 0.00034056130527192668
leaf_weight=8280.5387238264084 80.755225896835327 28.428206562995911 38.321556687355042 211.05849266052246 65.813320398330688 316.73026442527771 179.47520649433136 59.278810501098633 73.182392835617065 127.51452827453613 98.903151154518127
leaf_count=4182 56 21 21 81 34 128 107 31 23 54 42
internal_value=0 -0.00283098 -0.00099462 4.43649e-05 0.00144741 -0.000101416 -5.00747e-05 5.46438e-05 0.00447113 -0.00222059 -0.00376309
internal_weight=0 147.505 119.077 9412.49 593.602 382.544 8818.89 8413 132.461 405.893 278.378
internal_count=4780 98 77 4682 243 162 4439 4236 54 203 149
is_linear=0
shrinkage=0.06


Tree=115
num_leaves=12
num_cat=0
split_feature=40 30 73 120 98 139 134 13 116 91 34
split_gain=0.34927 0.683511 0.717337 0.981466 0.905134 0.910013 0.833063 0.885966 0.906605 0.810912 1.64548
threshold=0.0066005610860884198 0.025578102096915249 0.0053125319536775359 0.00055427959887310873 0.02636832278221846 0.00046126570669002836 0.00038414125447161501 0.00037263428384903824 0.0038949446752667431 0.0042751494329422721 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 -2 -9 10 -7
right_child=1 -3 3 -5 -6 9 -8 8 -10 -11 -12
leaf_value=-0.00028123592103414865 0.00092009644196913145 -0.0054777997684496288 0.0021845266328811741 -0.0046503398385665936 -0.0048138327435691183 0.005853989364128862 0.0043382956117371894 0.00040223131304176798 -0.0083722151904262309 0.00029749653356610581 -0.0072387407564764661
leaf_weight=5969.9180281162262 1285.0592229366302 68.286657929420471 1164.5571860074997 80.887456297874451 135.08736133575439 42.800010323524475 220.53456151485443 91.014917135238647 79.350561618804932 243.07965016365051 179.42426633834839
leaf_count=3195 593 34 451 36 87 17 88 38 44 101 96
internal_value=0 0.000467665 0.000582946 0.00174062 -5.04474e-05 0.000250064 0.000901807 0.00038109 -0.00368461 -0.00209742 -0.0047171
internal_weight=0 3590.08 3521.8 1245.44 2276.35 2141.26 1675.96 1455.42 170.365 465.304 222.224
internal_count=4780 1585 1551 487 1064 977 763 675 82 214 113
is_linear=0
shrinkage=0.06


Tree=116
num_leaves=12
num_cat=0
split_feature=70 21 127 10 46 98 1 17 83 1 31
split_gain=0.325352 0.667377 0.833837 0.954143 0.771665 0.477185 0.45667 0.426165 0.79385 0.899088 0.895107
threshold=0.034632634371519096 0.0015833032084628942 0.00017767510871635753 0.0066005610860884198 0.0053125319536775359 0.0037758676335215573 0.091400381177663817 0.00057154725072905432 0.010180860292166473 0.0005375427135732026 0.014293605927377941
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 -2 -4 7 8 9 -1 -11
right_child=1 2 5 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.00016212061340354606 0.00018323673196802648 -0.0024024105028347936 -0.0090791302607207067 0.007329838036896622 0.0091768881740800848 -0.00087478290030753583 -0.0034444101923217533 0.00037245788477838768 0.0004450622466154089 -0.0030957791838020499 0.0030636373784612048
leaf_weight=1320.2766401767731 63.523153424263 67.818436503410339 42.850950479507446 77.945897340774536 74.770227670669556 63.10587215423584 142.32420337200165 4746.884104013443 1938.3888123035431 928.62332761287689 93.48825466632843
leaf_count=672 25 30 28 32 26 32 96 2255 1061 485 38
internal_value=0 0.00169724 -0.00014242 0.0028018 0.00504578 -0.00419278 -7.21863e-05 -1.90221e-05 -0.000453128 -0.0011964 -0.0025324
internal_weight=0 390.015 251.721 145.764 138.293 105.957 9169.99 9027.66 4280.78 2342.39 1022.11
internal_count=4780 173 122 62 51 60 4607 4511 2256 1195 523
is_linear=0
shrinkage=0.06


Tree=117
num_leaves=12
num_cat=0
split_feature=11 60 131 17 17 59 5 70 131 100 28
split_gain=0.375354 0.604153 0.548512 0.464727 0.347791 0.642275 0.70056 0.930902 0.822857 0.850511 0.891341
threshold=0.064669914543628707 0.00017767510871635753 0.0053125319536775359 0.0038949446752667431 0.00017767510871635753 0.011169348377734424 0.00043393640953581786 0.034632634371519096 0.0015349716995842757 0.0013986918493174019 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 7 8 -1 -10 -11
right_child=1 2 -4 -5 -6 -7 -8 -9 9 10 -12
leaf_value=-0.0010837756303668465 0.0026190928742201871 -0.0056329254571871358 -0.0097217352475445183 0.0027108420076244403 0.00035820043954081177 0.0015843756572651367 -0.0018436627235488133 0.0058927070032578086 0.0036364231060820704 0.0027850184307781811 -0.0043501556213574712
leaf_weight=1404.3603562116623 58.576478362083435 54.800356864929199 49.619571089744568 42.800010323524475 5556.8479303121567 514.45527648925781 1208.9970413446426 91.432198405265808 325.03577971458435 118.74079155921936 134.33408904075623
leaf_count=767 25 35 33 17 2656 243 725 31 125 53 70
internal_value=0 -0.00253471 -0.00458532 -0.00197399 5.57646e-05 -0.000386804 -0.000695703 -2.64909e-05 -0.000299486 0.00160573 -0.00100239
internal_weight=0 205.796 147.22 97.6004 9354.2 3797.36 3282.9 2073.9 1982.47 578.111 253.075
internal_count=4780 110 85 52 4670 2014 1771 1046 1015 248 123
is_linear=0
shrinkage=0.06


Tree=118
num_leaves=12
num_cat=0
split_feature=143 107 30 93 145 73 73 73 95 39 3
split_gain=0.335 1.0733 0.86938 0.867596 0.824594 0.814054 0.628573 0.888633 0.832514 0.535726 0.728539
threshold=0.035692447796463973 0.0079489401541650313 0.0017376682371832433 0.0017376682371832433 0.0023699469165876512 0.013032016810029747 0.0012357163941487672 0.00060774214216507982 0.0049928687512874612 0.028884131461381916 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 6 -5 -4 7 8 -2 -1 -11
right_child=1 -3 5 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-2.9002539006520885e-05 -0.0096867853008055227 0.0059146548306589679 -0.01284772892639491 0.0073181106061680637 -0.0031894656011816225 -0.0019060788805542891 -0.0099553999544045191 0.0046618094549699734 0.0012059723548463169 0.003607495335681948 -0.0013690773605460256
leaf_weight=8605.3609828948975 58.210137248039246 60.164313197135925 50.973295211791992 67.116104364395142 44.856066584587097 47.095293402671814 42.61683976650238 52.041968464851379 44.621955871582031 331.28523874282837 155.65768396854401
leaf_count=4358 43 28 34 24 24 22 26 22 22 115 62
internal_value=0 -0.00156603 -0.00267041 -0.00111037 0.00310877 -0.00759324 -0.00350251 -0.00172686 -0.00496009 8.05544e-05 0.00201667
internal_weight=0 467.696 407.532 309.463 111.972 98.0686 197.491 154.874 102.832 9092.3 486.943
internal_count=4780 245 217 161 48 56 113 87 65 4535 177
is_linear=0
shrinkage=0.06


Tree=119
num_leaves=12
num_cat=0
split_feature=21 29 115 67 86 19 19 34 94 136 72
split_gain=0.325897 0.583752 0.509596 0.504369 0.474897 0.555645 0.684698 0.456285 0.377337 0.37443 0.676049
threshold=0.0092791137285530585 0.0046923852059990176 0.0020292587578296666 0.0011615398107096555 0.0013986918493174019 0.0022272822679951791 0.02636832278221846 0.021960759535431865 0.0025217677466571335 0.0036604277556762104 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 5 7 -7 8 -3 -1 -11
right_child=1 3 -4 -5 -6 6 -8 -9 -10 10 -12
leaf_value=0.00017025171247752387 -0.0013406388981171396 -0.0028385849920096675 -0.0066983637800044835 -0.0051638061161600034 0.0060355042529225767 -0.0046103686228646176 0.0047541978365537004 0.0063924603017630711 0.0057576099611134964 0.00023414247188037243 -0.0056798090216722153
leaf_weight=8572.6776033639908 162.57912504673004 60.683474779129028 105.30543065071106 56.154080986976624 55.869030117988586 122.25245225429535 36.499611139297485 65.579209685325623 26.372150301933289 184.18777084350586 111.83994054794312
leaf_count=4195 100 43 65 36 23 83 16 32 14 105 68
internal_value=0 -0.00125476 -0.00344676 0.000132081 0.000941831 2.79246e-05 -0.00245731 0.00261276 -0.000234501 9.78057e-05 -0.00200016
internal_weight=0 691.295 267.885 423.41 367.256 311.387 158.752 152.635 87.0556 8868.71 296.028
internal_count=4780 412 165 247 211 188 99 89 57 4368 173
is_linear=0
shrinkage=0.06


Tree=120
num_leaves=12
num_cat=0
split_feature=37 80 56 143 35 96 6 7 84 141 128
split_gain=0.329216 0.504026 0.376538 0.85161 0.952165 0.733586 0.784872 0.86259 0.834935 1.45025 0.79443
threshold=0.11766931414604188 0.0032328735105693345 0.00073092587990686308 0.035692447796463973 0.0019672545604407792 0.0023699469165876512 0.00052132029668428015 0.001792412775103003 0.0011261500185355546 0.0030382014811038975 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -4 7 10 -9 -10 -7
right_child=1 -3 3 4 -6 6 -8 8 9 -11 -12
leaf_value=0.00022753799910990154 -0.0056414930407569777 0.0028673949770076628 -0.002136845010334453 -0.00047264465979430945 -0.012172428605163162 -0.0018354272559437397 0.0042307053810992073 0.0020227037578054306 -0.0089470900826963146 0.00097406601276827764 -0.011308712579922536
leaf_weight=7578.3536657094955 84.582287549972534 35.614108443260193 593.20538628101349 52.041968464851379 48.265846967697144 169.29680550098419 169.37809574604034 546.22173321247101 77.996837496757507 165.7851448059082 39.257999539375305
leaf_count=3846 57 19 303 22 32 94 63 208 43 64 29
internal_value=0 -0.00312032 3.97308e-05 -0.000724872 -0.00610232 -0.000418594 0.000454121 -0.000186473 0.000719599 -0.00220016 -0.00361866
internal_weight=0 120.196 9439.8 1861.45 100.308 1761.14 1167.94 998.559 790.004 243.782 208.555
internal_count=4780 76 4704 858 54 804 501 438 315 107 123
is_linear=0
shrinkage=0.06


Tree=121
num_leaves=12
num_cat=0
split_feature=0 54 116 141 135 8 100 35 79 60 13
split_gain=0.318553 0.746072 1.04766 0.865595 0.737746 0.704217 0.583682 1.04066 0.844442 1.33003 0.862459
threshold=0.019431582652032379 0.0005893622583243997 0.00046126570669002836 0.016668972559273246 0.00096484774257987748 0.012252715881913902 0.00057154725072905432 0.0033348383149132137 0.05109804309904576 0.010829726699739696 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -3 -4 -6 -1 -8 9 -9 -11
right_child=1 3 4 -5 5 -7 7 8 -10 10 -12
leaf_value=0.00069534587603421977 0.0039063479465919508 0.0010367576151081054 -0.007289911205936455 0.0064430334469660665 -0.0050587915936152611 0.0050618838968869975 0.00016190311594034866 -0.00080706501475755242 -0.0091498887785830835 -0.0087989445108022889 -0.00081206012491205441
leaf_weight=2252.8083196878433 85.834131360054016 765.37222051620483 112.07405126094818 123.87063717842102 51.390576481819153 47.746685385704041 3872.3089309930801 1989.5853881835938 50.270963072776794 131.44347023963928 77.29450535774231
leaf_count=1127 36 337 70 44 27 17 2031 949 28 77 37
internal_value=0 0.00092019 -0.00168324 0.00178985 -0.00395479 -0.000184452 -0.000130362 -0.000434265 -0.00146093 -0.0012851 -0.00584145
internal_weight=0 1186.29 297.045 889.243 211.211 99.1373 8373.71 6120.9 2248.59 2198.32 208.738
internal_count=4780 531 150 381 114 44 4249 3122 1091 1063 114
is_linear=0
shrinkage=0.06


Tree=122
num_leaves=12
num_cat=0
split_feature=98 10 95 94 108 14 2 56 63 73 78
split_gain=0.31346 0.562638 0.922045 0.604331 0.851131 0.933035 0.733911 0.647779 0.732681 1.01991 0.718141
threshold=0.00096484774257987748 0.00899649551138282 0.011169348377734424 0.0016846025246195497 0.0030382014811038975 0.0010585968848317864 0.0016331639490090313 0.00050559637020342063 0.00052132029668428015 0.0014427106943912806 0.012252715881913902
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 -5 -6 7 8 10 -10 -1
right_child=-2 2 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00016096990796897177 -0.00025924531776601588 -0.00031204787224358268 -0.0082180337103314304 0.00027714444945023848 0.0064542696345145584 0.0017453388270080345 0.0063642601290407339 -0.0030774015403923966 -0.0013870571069069771 0.0043684669058110413 -0.0066377157729777684
leaf_weight=245.47169744968414 6091.6101386547089 912.32769799232483 56.388191699981689 697.83883488178253 221.83734548091888 477.61967432498932 59.461981058120728 260.96311461925507 192.02506470680237 262.16401827335358 82.292120575904846
leaf_count=132 3157 462 38 320 78 203 22 127 98 95 48
internal_value=0 0.000455318 -0.000772249 0.000931046 0.00175969 0.00323881 -0.000119285 -0.000488945 0.000374907 0.00193511 -0.0017871
internal_weight=0 3468.39 968.716 2499.67 1397.3 699.457 1102.38 1042.92 781.953 454.189 327.764
internal_count=4780 1623 500 1123 601 281 522 500 373 193 180
is_linear=0
shrinkage=0.06


Tree=123
num_leaves=12
num_cat=0
split_feature=131 21 8 125 46 143 5 34 48 24 79
split_gain=0.314615 0.653114 1.0948 0.801926 0.796002 0.750947 0.698043 0.443238 0.406165 0.428189 0.866539
threshold=0.040252277627587325 0.00077738583786413084 0.004017772153019906 0.0010585968848317864 0.01884530205279589 0.014740333426743748 0.0019672545604407792 0.00899649551138282 0.024833413772284988 0.00087947337306104611 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 -2 6 7 -4 9 10 -1
right_child=1 2 5 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-8.3354663380448449e-05 0.0049031253598953994 -0.0032539233670675445 -0.00028724437986924552 -0.012168476725917471 -0.0031742280209333682 -0.0070977853921721235 -0.0054085638724849011 0.0058909662366658476 0.0060315912636843905 0.00027946550338493146 -0.0032324168274197543
leaf_weight=1529.9716486930847 109.21378254890442 94.892918944358826 78.180008053779602 58.861529231071472 73.467443704605103 47.563514828681946 44.856066584587097 89.844363570213318 41.212175488471985 6995.9368922710419 395.99953579902649
leaf_count=847 35 50 34 38 36 26 24 28 14 3445 203
internal_value=0 -0.00133382 -0.00265191 -0.00666667 0.00165472 -0.000281785 0.0012411 0.00301631 8.88231e-05 6.13722e-05 -0.000730834
internal_weight=0 596.88 414.198 153.754 182.681 260.444 212.88 168.024 8963.12 8921.91 1925.97
internal_count=4780 271 200 88 71 112 86 62 4509 4495 1050
is_linear=0
shrinkage=0.06


Tree=124
num_leaves=12
num_cat=0
split_feature=18 125 24 51 5 82 145 100 8 26 49
split_gain=0.310147 0.336887 0.580639 0.534954 0.530867 0.607202 0.521307 0.515202 0.82606 0.898664 0.703885
threshold=0.13848232477903369 0.04273676127195359 0.0013986918493174019 0.00096484774257987748 0.0019672545604407792 0.00055427959887310873 0.00066645268816500913 0.00057154725072905432 0.0015833032084628942 0.00080172589514404546 0.041476719081401832
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 6 -4 8 -1 -10 -9
right_child=-2 2 4 -5 -6 -7 -8 10 9 -11 -12
leaf_value=-0.00036810206906602426 0.0024960511221108162 -0.0016036727537080769 0.0018342025098446321 -0.010347072456222245 -0.0067096978185467527 0.0029413842032780515 -0.0067120902449095653 -0.00028649378145924494 0.0022521820531692591 -0.0064916967688968237 0.0070604303586091531
leaf_weight=1100.6785215139389 175.9126056432724 54.098024725914001 45.74156928062439 47.146233558654785 41.731337070465088 156.59412682056427 58.627418518066406 6664.5703632831573 1123.6506514549255 43.970563888549805 47.278463959693909
leaf_count=592 66 29 21 33 29 70 36 3361 503 27 13
internal_value=0 -4.67906e-05 -0.00174184 -0.0056752 -0.00042622 0.000578589 -0.00296653 2.94548e-05 0.000811207 0.0019229 -0.000234742
internal_weight=0 9384.09 403.939 101.244 302.694 260.963 104.369 8980.15 2268.3 1167.62 6711.85
internal_count=4780 4714 218 62 156 127 57 4496 1122 530 3374
is_linear=0
shrinkage=0.06


Tree=125
num_leaves=12
num_cat=0
split_feature=95 44 100 138 99 49 115 87 31 94 29
split_gain=0.30683 0.71876 0.82413 1.1382 1.01709 0.836172 0.961951 0.962069 0.830443 1.1346 0.820901
threshold=0.0012745757703669371 0.00090704852482303988 0.00057154725072905432 0.0079489401541650313 0.017188700847327713 0.01693275943398476 0.031632266007363803 0.00038414125447161501 0.02636832278221846 0.0033348383149132137 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 4 -3 6 7 -4 -9 -10 -2
right_child=1 2 5 -5 -6 -7 -8 8 9 -11 -12
leaf_value=0.00033303442817189855 -0.0040305010530659879 0.0043291410110036267 0.0012903220432414798 -0.0057686528139659909 -0.0025690536544817786 0.0059252329252128194 -0.0057107195841951414 -0.00071355721829748087 -0.013449092536728477 -0.0014983384121930842 -0.0002070355397818935
leaf_weight=4877.7477124929428 374.72688102722168 410.26945924758911 945.26470828056335 59.044699788093567 94.709748387336731 74.302006244659424 123.27018535137177 2037.0372626781464 44.438785314559937 80.236064314842224 438.95236659049988
leaf_count=2401 222 177 437 29 59 22 60 1048 31 41 253
internal_value=0 -0.000346939 -6.00792e-06 0.00211373 0.00303537 -0.000367806 -0.000512558 -0.00030632 -0.00100449 -0.00575803 -0.00196787
internal_weight=0 4682.25 3868.57 564.024 504.979 3304.55 3230.25 3106.98 2161.71 124.675 813.679
internal_count=4780 2379 1904 265 236 1639 1617 1557 1120 72 475
is_linear=0
shrinkage=0.06


Tree=126
num_leaves=12
num_cat=0
split_feature=117 49 60 0 42 38 27 144 92 127 101
split_gain=0.313671 0.3542 0.323411 0.508007 0.574874 0.407597 0.400724 0.76135 0.845824 0.572324 0.493942
threshold=0.12087306752800943 0.00064626874518580746 0.037906534969806678 0.0015833032084628942 0.0013560238294303419 0.0005375427135732026 0.015675474889576439 0.0072436286136507997 0.0092791137285530585 0.0014881226234138014 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 -5 -1 9 10 -8 -9
right_child=1 -3 3 5 -6 -7 7 8 -10 -11 -12
leaf_value=0.00021745846571994673 -0.0037132366372353452 0.0028734523167600608 -0.0033589237286632532 -0.0086687311704932504 0.0039171398439694664 -0.0018040375791786116 -0.0045687880226694955 0.00077220310961234584 -0.0048063491461298007 7.9465024681723637e-06 0.0079163918147933405
leaf_weight=8481.632336139679 150.91476953029633 36.499611139297485 76.877224087715149 54.800356864929199 79.533732175827026 72.113719582557678 257.00382256507874 72.999222278594971 51.624687194824219 159.35251522064209 66.64788293838501
leaf_count=4199 106 16 44 35 35 35 146 32 29 83 20
internal_value=0 -0.00243046 4.85994e-05 -0.00194768 0.000340897 -0.00476815 0.000110826 -0.00137761 0.0017559 -0.00281713 0.00418183
internal_weight=0 187.414 9372.59 283.325 156.411 126.914 9089.26 607.628 191.272 416.356 139.647
internal_count=4780 122 4658 149 79 70 4509 310 81 229 52
is_linear=0
shrinkage=0.06


Tree=127
num_leaves=12
num_cat=0
split_feature=73 148 118 105 107 69 78 55 128 18 79
split_gain=0.301293 1.07417 1.1231 0.762079 0.755753 1.33757 1.03773 0.686765 1.3811 1.08515 0.836908
threshold=0.013032016810029747 0.041476719081401832 0.0012745757703669371 0.00085274505545385193 0.0012357163941487672 0.00039601318712811922 0.0042751494329422721 0.0048403022810816774 0.0084566329605877417 0.00043393640953581786 0.007706565549597145
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 -5 6 -6 8 10 -10 -2
right_child=1 2 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00016834098581032902 3.6933924028426407e-05 -0.0013273868757944837 -0.012876878076184178 0.0036970339210183286 0.00023937196383457053 0.0020556511684154352 -0.011874809422951636 0.0036943792531975612 -0.0019736423253609659 -0.010414326168081743 0.0084312804217265957
leaf_weight=7649.3889520168304 231.18118393421173 159.25063490867615 37.436053991317749 550.64924669265747 52.276079177856445 392.38599479198456 49.619571089744568 119.62629425525665 188.38117361068726 77.345445513725281 52.45924973487854
leaf_count=3988 105 61 24 193 24 151 33 50 88 48 15
internal_value=0 0.000673976 -0.00352564 0.00115592 0.00216825 0.000465118 -0.00565981 -0.000425289 -0.00132236 -0.00443048 0.00158947
internal_weight=0 1910.61 196.687 1713.92 1044.93 494.282 101.896 668.993 549.367 265.727 283.64
internal_count=4780 792 85 707 401 208 57 306 256 136 120
is_linear=0
shrinkage=0.06


Tree=128
num_leaves=12
num_cat=0
split_feature=17 34 100 6 42 136 20 15 23 109 107
split_gain=0.285322 0.819796 0.323979 0.318601 0.730337 0.726493 1.07074 1.13219 0.802351 0.73221 0.780899
threshold=0.19438949227333072 0.0041444667149335155 0.0013986918493174019 0.00055427959887310873 0.00060774214216507982 0.0020292587578296666 0.0016846025246195497 0.007706565549597145 0.0072436286136507997 0.004017772153019906 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 6 7 9 -8 10 -6
right_child=1 2 -4 4 5 -7 8 -9 -10 -11 -12
leaf_value=-0.00015161904264173113 0.0063868833798437471 0.0021649554805440716 -0.0046233061518347026 -0.0030967393647540328 0.007121253166513776 0.0079001863786984459 -0.0067474938352425117 -0.0025546729918517028 0.0019738892930054657 0.0082268106725624374 -0.00071702618835477985
leaf_weight=8599.5288051366806 91.90041983127594 47.746685385704041 53.863914012908936 123.7384067773819 74.53611695766449 65.996490955352783 88.592519760131836 105.72271192073822 66.464712381362915 123.40241575241089 118.50668084621429
leaf_count=4361 35 17 27 64 24 25 49 58 29 40 51
internal_value=0 0.00228048 -0.00143351 -4.71145e-05 0.00112464 0.00193672 0.00125489 0.00282101 -0.00300911 0.004617 0.00230943
internal_weight=0 193.511 101.611 9366.49 766.96 643.222 577.225 422.168 155.057 316.445 193.043
internal_count=4780 79 44 4701 340 276 251 173 78 115 75
is_linear=0
shrinkage=0.06


Tree=129
num_leaves=12
num_cat=0
split_feature=117 36 141 91 129 147 24 89 129 99 100
split_gain=0.297723 0.460051 0.545843 0.517035 0.84388 0.728864 0.724806 0.714566 0.701142 0.475475 0.589424
threshold=0.022641776129603389 0.0095705352723598498 0.00899649551138282 0.0011261500185355546 0.00244467705488205 0.0053125319536775359 0.0026012937305495147 0.00017767510871635753 0.0011261500185355546 0.00099512818269431613 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 9 7 -5 -8 10 -2
right_child=1 -3 -4 6 -6 -7 8 -9 -10 -11 -12
leaf_value=0.00014107290994223539 -0.0013158575428238116 -0.0076167506428330683 0.0018657669866642835 -0.0030779375153221645 0.0047677587628765098 -0.0088374467811273231 0.00053235375565157913 -0.011512132659731746 -0.0037584767469588496 -0.0020131531781577014 0.0092093673989588464
leaf_weight=8118.8039213418961 39.023888826370239 34.7286057472229 258.30660653114319 131.67758095264435 120.74590766429901 39.257999539375305 370.1465470790863 49.853681802749634 217.74582302570343 142.09009265899658 37.619224548339844
leaf_count=3973 27 22 136 79 49 29 204 35 117 94 15
internal_value=0 -0.000794717 -0.000626267 -0.00118691 0.000627869 -0.0013097 -0.00208021 -0.00539421 -0.0010569 4.13758e-05 0.00385031
internal_weight=0 1441.2 1406.47 1148.16 378.737 257.991 769.424 181.531 587.892 218.733 76.6431
internal_count=4780 807 785 649 214 165 435 114 321 136 42
is_linear=0
shrinkage=0.06


Tree=130
num_leaves=12
num_cat=0
split_feature=90 118 71 125 76 5 141 114 8 127 73
split_gain=0.287123 0.571752 0.518739 0.508939 0.851125 0.742028 0.855934 0.627879 0.664256 0.989637 0.860827
threshold=0.00060774214216507982 0.048151826485991485 0.045367386192083366 0.0098710241727530974 0.0005893622583243997 0.0019672545604407792 0.0049928687512874612 0.0012745757703669371 0.000490355829242617 0.00017767510871635753 0.055838862434029586
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 5 -5 -7 -1 9 10 -9
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00027126437113066001 -0.0017003299341483754 0.004928695543002082 0.0036454701885703499 1.6983957546743346e-05 -0.0077309706396630727 -0.0074892338139225332 -0.00021138293881640377 -0.0023049429019430232 0.0011065007602222602 -0.0084630352185036655 0.0053303579828759091
leaf_weight=3358.7803373336792 881.86402523517609 56.103140830993652 70.576824903488159 1171.6010974645615 62.922701597213745 111.42265927791595 121.73329067230225 183.90271997451782 3402.9319317340851 63.390923023223877 74.770227670669556
leaf_count=1891 487 25 43 564 41 75 68 92 1423 45 26
internal_value=0 -0.000957478 -0.0013042 0.000112923 -0.000903983 -0.000598185 -0.00368939 0.000323615 0.00086001 -0.00174441 -9.79352e-05
internal_weight=0 1008.54 952.441 8551.46 1467.68 1404.76 233.156 7083.78 3725 322.064 258.673
internal_count=4780 555 530 4225 748 707 143 3477 1586 163 118
is_linear=0
shrinkage=0.06


Tree=131
num_leaves=12
num_cat=0
split_feature=11 91 34 149 79 113 91 87 107 33 133
split_gain=0.290156 0.802833 0.450787 0.345002 0.701788 1.3731 0.740348 1.14562 0.792163 0.760496 0.908748
threshold=0.064669914543628707 0.0035485138650983576 0.0046923852059990176 0.0058306583669036635 0.05109804309904576 0.00042089859198313212 0.0031340263085439806 0.0013146653072908523 0.0092791137285530585 0.0020932231564074759 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 -1 8 9 -8 -11
right_child=1 -3 -4 -5 5 -7 7 -9 -10 10 -12
leaf_value=-3.2082871931274756e-05 -0.005342495592155487 -0.010115629606003361 0.0015269038522137167 -0.00058832664780355973 -5.4340895152959825e-05 -0.011075207434257111 0.00074892396848408305 -0.00088077012338823475 -0.0028206445180163509 0.0051831117531290806 0.00082011072669129479
leaf_weight=4920.334202170372 48.265846967697144 37.904275417327881 119.62629425525665 2304.291016459465 139.22982394695282 57.507805109024048 451.34940433502197 578.68076205253601 100.35875558853149 553.12258422374725 249.32910919189453
leaf_count=2469 32 28 50 1271 59 37 211 274 65 193 91
internal_value=0 -0.00222855 -0.00044792 4.90291e-05 0.000257351 -0.00327582 0.00035878 0.00135378 0.00230868 0.00271925 0.00382749
internal_weight=0 205.796 167.892 9354.2 7049.91 196.738 6853.17 1932.84 1354.16 1253.8 802.452
internal_count=4780 110 82 4670 3399 96 3303 834 560 495 284
is_linear=0
shrinkage=0.06


Tree=132
num_leaves=12
num_cat=0
split_feature=0 118 115 68 104 34 69 144 5 9 133
split_gain=0.290029 0.660271 0.757582 0.716807 1.16925 0.793934 0.775305 0.714646 0.483071 0.68395 0.585285
threshold=0.019431582652032379 0.0054799309000372895 0.04273676127195359 0.00064626874518580746 0.010829726699739696 0.02636832278221846 0.0020292587578296666 0.00096484774257987748 0.010829726699739696 0.00017767510871635753 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 7 5 -5 -7 -2 -1 -10 -11
right_child=1 -3 -4 4 -6 6 -8 -9 9 10 -12
leaf_value=9.0654981931801524e-06 0.0012112362347243321 -0.0026019749768953181 -0.0054710552283108085 0.0049008943636225707 -0.0022540200054808742 -0.0048613195425052267 0.0039322133190837711 -0.0065985309021585553 1.7412989173078878e-05 -0.0053217479374420475 0.0011655903385457763
leaf_weight=7712.331173658371 121.21412909030914 168.4113028049469 53.863914012908936 489.65037095546722 143.34193646907806 67.401155233383179 77.71178662776947 64.69370698928833 372.72176492214203 224.19904267787933 64.459596276283264
leaf_count=3839 53 97 27 179 73 37 30 35 226 151 33
internal_value=0 0.000878025 0.0014538 0.00184073 0.00264045 0.00374572 -0.000152152 -0.00150647 -0.000124388 -0.00168059 -0.00387308
internal_weight=0 1186.29 1017.88 964.013 778.105 634.763 145.113 185.908 8373.71 661.38 288.659
internal_count=4780 531 434 407 319 246 67 88 4249 410 184
is_linear=0
shrinkage=0.06


Tree=133
num_leaves=12
num_cat=0
split_feature=20 133 13 2 16 84 127 141 138 89 44
split_gain=0.271044 0.869884 0.824622 0.692549 0.762006 0.733147 0.780788 1.35025 1.52336 0.708405 0.932247
threshold=0.00043393640953581786 0.029773407615721229 0.00044738779251929378 0.00040826165059115743 0.0030382014811038975 0.00077738583786413084 0.00087947337306104611 0.00070876078098081063 0.0045489775948226461 0.0011980500421486797 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 5 -5 7 -7 -9 -4 -11
right_child=1 -3 3 4 -6 6 -8 8 -10 10 -12
leaf_value=0.00034173585180649347 0.00033884332115527774 -0.0041599360134254399 -0.0044247481877083715 0.0047712416531211117 0.0079414915184819676 0.0037234871781209444 0.0016400554104163637 -0.0023490959946115848 -0.016271175413575246 -0.0056087557543938651 0.00034074665145048422
leaf_weight=4458.5722861289978 3555.7715971469879 201.7352442741394 359.08264338970184 81.538848280906677 45.039237141609192 51.573747038841248 143.52510702610016 70.759995460510254 47.146233558654785 122.20151209831238 423.05342817306519
leaf_count=2243 1799 107 194 31 15 18 64 34 33 72 170
internal_value=0 -0.000298672 -0.000139692 -0.00140581 0.000547785 -0.000296245 -0.00161634 -0.00437404 -0.00791601 -0.00235542 -0.000992645
internal_weight=0 5101.43 4899.69 1343.92 439.583 394.544 313.005 169.48 117.906 904.338 545.255
internal_count=4780 2537 2430 631 195 180 149 85 67 436 242
is_linear=0
shrinkage=0.06


Tree=134
num_leaves=12
num_cat=0
split_feature=117 97 86 77 141 124 12 17 7 109 1
split_gain=0.27598 0.599976 0.713202 0.718457 0.397714 0.508025 0.853946 0.749044 0.886076 0.570444 0.556989
threshold=0.022641776129603389 0.0019071503775194289 0.00044738779251929378 0.0015349716995842757 0.031632266007363803 0.0015349716995842757 0.0053125319536775359 0.0070226341485977182 0.0012357163941487672 0.011519505176693203 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 7 10 -2 -9 -8 -7
right_child=1 2 -4 -5 -6 6 9 8 -10 -11 -12
leaf_value=0.00013582409458299735 -0.002649519818724863 0.0038301311709850556 -0.0077653947098044063 -0.0057163429545769749 0.0042964886440264843 0.0066523469533103074 -0.0082628134719123468 -0.001465325541790742 0.0077363478959802407 0.0013727389033480531 0.0010426517596640022
leaf_weight=8118.8039213418961 530.50703537464142 60.815705180168152 90.180354595184326 53.212522029876709 65.110988259315491 80.185124158859253 53.212522029876709 99.00503146648407 60.815705180168152 37.85333526134491 310.2976348400116
leaf_count=3973 359 23 52 32 28 30 32 64 23 17 147
internal_value=0 -0.000765149 -0.00377817 -0.000624836 -0.000267743 -0.000521337 0.000974417 -0.00156472 0.00203614 -0.0042576 0.0021946
internal_weight=0 1441.2 204.209 114.028 1236.99 1171.88 481.549 690.328 159.821 91.0659 390.483
internal_count=4780 807 107 55 700 672 226 446 87 49 177
is_linear=0
shrinkage=0.06


Tree=135
num_leaves=12
num_cat=0
split_feature=135 17 51 50 127 146 35 14 85 47 123
split_gain=0.280035 0.689035 0.846375 0.708585 0.465506 0.413014 0.899247 0.916524 0.821 0.736077 0.587428
threshold=0.035692447796463973 0.011169348377734424 0.0013560238294303419 0.018276390619575981 0.00039601318712811922 0.011519505176693203 0.0010585968848317864 0.015200819820165636 0.0092791137285530585 0.0023699469165876512 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 -1 -7 8 10 -10 -8
right_child=1 -3 3 -5 -6 6 7 -9 9 -11 -12
leaf_value=0.00013775114702753834 -0.0051783689166448434 -0.0041692865641726915 0.00820339663395433 0.00089251999989531361 0.0036114861594518425 -0.0053119356079846776 -0.00014768554738596134 -0.0059112815563611846 -0.00094062367179788503 0.0069777570123766989 -0.0039524937137084383
leaf_weight=7369.513809800148 57.273694396018982 60.164313197135925 113.27495491504669 82.475291132926941 34.911776304244995 150.44654810428619 1246.6563760042191 104.60309851169586 71.177276730537415 104.03299677371979 165.46974384784698
leaf_count=3710 35 28 38 39 13 102 603 59 27 33 93
internal_value=0 0.00167052 0.00289075 0.00512311 -0.00184954 -6.31256e-05 -0.000866629 -0.000471355 -0.000112872 0.003761 -0.000593524
internal_weight=0 348.1 287.936 195.75 92.1855 9211.9 1842.39 1691.94 1587.34 175.21 1412.13
internal_count=4780 153 125 77 48 4627 917 815 756 60 696
is_linear=0
shrinkage=0.06


Tree=136
num_leaves=12
num_cat=0
split_feature=98 2 4 115 10 131 8 20 114 12 3
split_gain=0.273893 0.455665 0.699185 0.695102 0.673531 1.1661 0.974117 1.24388 1.02932 0.910408 0.931693
threshold=0.00096484774257987748 0.0016331639490090313 0.0032328735105693345 0.024810968898236755 0.00899649551138282 0.0005893622583243997 0.000490355829242617 0.0042751494329422721 0.0011261500185355546 0.024810968898236755 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 8 -8 -1 10 -7
right_child=-2 2 -4 -5 5 9 7 -9 -10 -11 -12
leaf_value=0.00088959501125214849 -0.00024233206224775252 -0.0012359195399864651 0.0099147266857056958 0.0060965577988063109 0.00092076840820336974 -0.001755728543211952 0.0017705591911840622 -0.002854567930393822 -0.00552702747647892 0.0043595473350217986 -0.0080549321391438066
leaf_weight=190.72228074073792 6091.6101386547089 127.14818716049194 42.565899610519409 73.416503548622131 418.96190571784973 179.65837705135345 1824.3595150709152 236.4638500213623 170.41641891002655 45.039237141609192 159.63756608963013
leaf_count=108 3157 72 15 25 209 98 763 129 93 15 96
internal_value=0 0.000425613 0.00293041 0.00144813 0.000236793 -0.00126875 0.00073614 0.00123986 -0.00213832 -0.00365553 -0.00471948
internal_weight=0 3468.39 243.131 200.565 3225.26 803.297 2421.96 2060.82 361.139 384.335 339.296
internal_count=4780 1623 112 97 1511 418 1093 892 201 209 194
is_linear=0
shrinkage=0.06


Tree=137
num_leaves=12
num_cat=0
split_feature=131 19 104 99 47 146 75 54 131 47 57
split_gain=0.267867 0.645861 0.723756 0.530613 0.926113 0.518174 0.661728 0.496647 0.442534 1.0858 0.920281
threshold=0.040252277627587325 0.0046923852059990176 0.002945306478068233 0.0068083447404205808 0.0027679565828293566 0.0056525857653468856 0.0023699469165876512 0.0072436286136507997 0.0033348383149132137 0.0056525857653468856 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 -3 6 -6 -4 10 -10 -1
right_child=1 3 7 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-9.0865817916751558e-05 0.0036433400939777181 -0.0096798029722499224 -0.0064732581868228263 0.0013636513684500233 0.00073193329323198431 0.003407272643046454 -0.00885696020457955 0.00076131844690798531 0.0017119931277925309 -0.00081936259993823171 -0.0056263665397375574
leaf_weight=6269.6503307819366 152.48201429843903 82.05800986289978 59.747031927108765 71.41138744354248 50.922355055809021 47.746685385704041 52.744300603866577 79.767842888832092 1596.0180097818375 987.43391668796539 110.01799499988556
leaf_count=3294 56 46 35 29 23 17 28 37 640 512 63
internal_value=0 -0.00123075 0.000786017 -0.00316227 -0.0045466 -0.00176468 -0.00414678 -0.00233688 8.19588e-05 0.000744471 -0.000186326
internal_weight=0 596.88 291.997 304.883 233.471 151.413 103.667 139.515 8963.12 2583.45 6379.67
internal_count=4780 271 128 143 114 68 51 72 4509 1152 3357
is_linear=0
shrinkage=0.06


Tree=138
num_leaves=12
num_cat=0
split_feature=37 141 146 111 44 45 94 64 22 117 0
split_gain=0.281019 0.454106 0.304279 0.269178 0.724071 0.676218 1.17336 0.905585 0.852302 0.804247 0.685331
threshold=0.11766931414604188 0.0010263677686452868 0.0079489401541650313 0.00060774214216507982 0.011519505176693203 0.0031340263085439806 0.0070226341485977182 0.0010585968848317864 0.00047558375808876013 0.0042751494329422721 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 7 8 9 -7 10 -5
right_child=1 2 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00012875911010655386 0.0015509973387105311 -0.0093495207095041066 -0.0014143990268284216 -0.00229502827872085 0.0037546296451560126 -0.0045661274990903286 0.0017546540737007931 0.0035667116668651102 -0.014735028349865221 0.00086385655209680336 -0.010783980536271538
leaf_weight=8720.0200120210648 49.151349663734436 40.611723661422729 30.433322668075562 90.597635865211487 96.612984180450439 89.294851899147034 67.584325790405273 136.05415427684784 44.438785314559937 140.16626679897308 55.034467577934265
leaf_count=4355 29 30 17 45 33 55 28 53 31 67 37
internal_value=0 -0.00288288 -0.00595038 3.67075e-05 -0.00107848 -0.00182778 -0.00468886 -0.000462402 -0.00794518 -0.00238046 -0.00550301
internal_weight=0 120.196 71.045 9439.8 719.783 623.17 201.318 421.853 133.734 285.798 145.632
internal_count=4780 76 47 4704 349 316 114 202 86 149 82
is_linear=0
shrinkage=0.06


Tree=139
num_leaves=12
num_cat=0
split_feature=114 15 61 5 124 96 147 68 88 147 91
split_gain=0.258729 0.593275 0.679045 1.09177 1.04968 1.1176 0.83134 0.690833 0.684879 0.554765 0.578694
threshold=0.017188700847327713 0.012636432424187662 0.00064626874518580746 0.00085274505545385193 0.051876978948712356 0.00066645268816500913 0.05109804309904576 0.0017376682371832433 0.023343417793512348 0.11126060038805009 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 6 4 5 8 -2 -7 -4 -1 -11
right_child=1 -3 3 -5 -6 7 -8 -9 -10 10 -12
leaf_value=-5.3314617282860323e-05 -0.0030325501816361607 0.004903512554801326 -0.005263622103547745 0.0027468388982924948 0.0021539331675381546 0.0019853363281360581 0.0050772206472105286 -0.0052042903530565695 -0.016743828656702767 -0.0094519620797535401 -0.00016005073570684474
leaf_weight=8495.8317993879318 60.632534623146057 118.68985140323639 38.321556687355042 213.9491114616394 117.8043487071991 81.304737567901611 182.39617538452148 117.85528886318207 36.550551295280457 46.443901419639587 50.220022916793823
leaf_count=4352 32 42 21 74 45 29 58 56 27 27 17
internal_value=0 0.000930204 0.000374615 -0.000700274 -0.00258245 -0.00461859 0.00305394 -0.00226921 -0.010868 -0.00010474 -0.00462451
internal_weight=0 967.504 848.814 605.786 391.836 274.032 243.029 199.16 74.8721 8592.5 96.6639
internal_count=4780 384 342 252 178 133 90 85 48 4396 44
is_linear=0
shrinkage=0.06


Tree=140
num_leaves=12
num_cat=0
split_feature=143 60 36 93 133 22 84 80 112 108 57
split_gain=0.274622 0.969163 0.740794 0.943642 0.65048 0.6422 0.502754 0.744767 0.401323 0.649347 0.674
threshold=0.035692447796463973 0.0070226341485977182 0.00096484774257987748 0.00082683752407319855 0.010829726699739696 0.00047558375808876013 0.0012357163941487672 0.0098710241727530974 0.00073092587990686308 0.079227816313505187 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 -2 7 -5 9 10 -1
right_child=1 -3 -4 6 -6 -7 -8 -9 -10 -11 -12
leaf_value=4.8155438888866245e-05 -0.0019595540617376489 -0.0081256316594364424 -0.0076544620970886131 0.0060696828597930422 0.0044766721408767609 -0.011280665727447894 0.0092502683906598559 -0.0021303059028983267 -0.00056431997983334291 0.0042118916783652188 0.00231667288860979
leaf_weight=5871.5633186101913 83.645844697952271 66.515652537345886 43.970563888549805 76.592173218727112 33.792162895202637 39.023888826370239 40.978064775466919 83.177623271942139 2557.1317863464355 150.94511961936951 512.66368103027344
leaf_count=2883 49 40 27 31 14 27 12 45 1392 64 196
internal_value=0 -0.0014179 -0.000305758 0.000598827 -0.0028943 -0.0049248 0.00332135 0.00180069 7.29348e-05 0.000322285 0.000230321
internal_weight=0 467.696 401.18 357.21 156.462 122.67 200.748 159.77 9092.3 6535.17 6384.23
internal_count=4780 245 205 178 90 76 88 76 4535 3143 3079
is_linear=0
shrinkage=0.06


Tree=141
num_leaves=12
num_cat=0
split_feature=70 108 112 71 68 83 75 40 70 87 24
split_gain=0.26178 0.725894 0.518495 0.597601 0.386247 0.446614 0.380149 0.299075 0.765472 0.80786 1.16003
threshold=0.034632634371519096 0.0060143163427710542 0.0010585968848317864 0.0092791137285530585 0.0051502294372767219 0.0038949446752667431 0.0032328735105693345 0.0066005610860884198 0.013032016810029747 0.00038414125447161501 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 -3 -7 -1 9 10 -9
right_child=1 4 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00033022364791452524 0.0020429623868313943 0.0017618963088899342 -0.00068429711120473352 0.010542052985653676 0.0027507352018379064 -0.0023570659672266015 -0.010554387481923383 -0.0021266679888515597 -0.0029780925999107481 -0.00020642986085615776 0.0025082134026505032
leaf_weight=5730.3803887367249 55.400808691978455 54.281195282936096 49.568630933761597 64.408656120300293 75.055278539657593 60.632534623146057 30.667433381080627 234.40779376029968 228.47373569011688 1837.7341758012772 1138.9892481565475
leaf_count=3082 19 20 22 22 39 32 19 122 103 835 465
internal_value=0 0.00152242 0.00447674 0.00661201 -0.000745551 -0.00254808 -0.00511053 -6.4751e-05 0.000377526 0.00061628 0.00171714
internal_weight=0 390.015 169.378 119.809 220.636 145.581 91.3 9169.99 3439.6 3211.13 1373.4
internal_count=4780 173 63 41 110 71 51 4607 1525 1422 587
is_linear=0
shrinkage=0.06


Tree=142
num_leaves=12
num_cat=0
split_feature=39 139 135 117 47 122 21 70 121 107 138
split_gain=0.275962 0.413522 0.523521 0.428824 0.37359 0.340258 0.326869 0.70241 0.726552 0.63854 0.535678
threshold=0.028884131461381916 0.0015349716995842757 0.00057154725072905432 0.0084566329605877417 0.0036604277556762104 0.0013560238294303419 0.0092791137285530585 0.010500331409275534 0.02129978779703379 0.0027679565828293566 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -4 -1 9 -9 -8 -11
right_child=1 -3 5 -5 -6 -7 7 8 -10 10 -12
leaf_value=2.1077359007430312e-05 -0.0019425223532585738 -0.0030279626128984593 0.0048771594284752248 -0.0055727130459993484 0.0042298760878617982 0.00040774225695034994 -0.010968689219320014 -0.00032922173523340333 0.0085385994505017895 -0.00059942362550366836 -0.0051589305299320921
leaf_weight=8365.2835918664932 71.645498156547546 69.172160625457764 203.11931848526001 45.975679993629456 69.589441895484924 87.839247465133667 30.901544094085693 143.8101578950882 43.268231749534607 293.83942472934723 135.55558276176453
leaf_count=4177 31 31 66 23 24 32 21 77 21 186 91
internal_value=0 0.00130811 0.00193537 -0.000539646 0.00109875 0.00352786 -7.94419e-05 -0.00137834 0.00172176 -0.00263831 -0.00203881
internal_weight=0 547.341 478.169 187.211 141.235 290.959 9012.66 647.375 187.078 460.297 429.395
internal_count=4780 207 176 78 55 98 4573 396 98 298 277
is_linear=0
shrinkage=0.06


Tree=143
num_leaves=12
num_cat=0
split_feature=17 83 117 61 2 28 88 131 115 89 128
split_gain=0.261323 0.654494 0.755309 0.703038 0.798314 0.706551 0.686382 0.553706 1.02388 0.728731 0.935495
threshold=0.00017767510871635753 0.010180860292166473 0.019431582652032379 0.0016846025246195497 0.0018488886416889729 0.00747153488919139 0.00047558375808876013 0.00040826165059115743 0.015675474889576439 0.0010585968848317864 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -4 -1 9 10 -9
right_child=-2 -3 6 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.00085427958493248081 0.00025670978392310605 0.00048651784352980894 -0.00096476508495612408 -0.0022569839438099214 0.0081227852106678065 -0.0048383831674773453 -0.0076247087859020353 0.0050568832437086772 -0.001626569141933601 0.01003512711354034 -0.0036608865311846608
leaf_weight=614.03040969371796 5725.6765143871307 1718.4037624597549 108.24698960781097 673.25828003883362 43.685513019561768 104.83720922470093 114.78149950504303 155.42357325553894 179.55649673938751 60.113373041152954 61.986258745193481
leaf_count=333 2746 946 69 353 14 61 72 60 76 17 33
internal_value=0 -0.000383337 -0.00108977 -0.000700655 0.000158466 -0.000137402 -0.0043923 0.000322716 0.00190387 0.00418804 0.00257134
internal_weight=0 3834.32 2115.92 1892.89 1219.63 1175.95 223.028 1071.11 457.08 277.523 217.41
internal_count=4780 2034 1088 947 594 580 141 519 186 110 93
is_linear=0
shrinkage=0.06


Tree=144
num_leaves=12
num_cat=0
split_feature=0 54 116 127 94 18 30 79 14 114 77
split_gain=0.25747 0.617197 0.916017 0.681965 0.927582 0.782096 0.550208 0.536533 0.533089 0.506487 0.431695
threshold=0.019431582652032379 0.0005893622583243997 0.00046126570669002836 0.00099512818269431613 0.0054799309000372895 0.0015833032084628942 0.0010918468469753864 0.007706565549597145 0.015200819820165636 0.0092791137285530585 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 8 7 -4 9 10 -3
right_child=1 3 6 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00011719836246103971 0.0036859649514183863 -0.0039212210980195186 -0.0054827797390290057 -0.0010878325354012469 0.0072118561880753929 0.0035467722950457276 -0.0075845021070801875 0.0022253215921102642 -0.0059469849979908408 0.0053597016414163381 0.00069759995606841229
leaf_weight=8373.7115775346756 85.834131360054016 109.78388428688049 59.512921214103699 71.879608869552612 148.88906335830688 224.7789044380188 80.052893757820129 71.645498156547546 62.220369458198547 55.166697978973389 216.52432930469513
leaf_count=4249 36 61 33 33 57 82 50 31 35 17 96
internal_value=0 0.000827274 -0.00154065 0.00161826 0.00450958 0.000663382 -0.00366469 -0.00127222 -0.000797363 4.25651e-05 -0.000856367
internal_weight=0 1186.29 297.045 889.243 220.769 668.474 211.211 131.158 443.695 381.475 326.308
internal_count=4780 531 150 381 90 291 114 64 209 174 157
is_linear=0
shrinkage=0.06


Tree=145
num_leaves=12
num_cat=0
split_feature=125 68 44 141 75 36 146 18 84 141 116
split_gain=0.242772 0.494848 0.639326 0.433163 0.467926 0.413857 0.676319 1.37905 0.904323 1.14753 0.825538
threshold=0.04273676127195359 0.00064626874518580746 0.00057154725072905432 0.0023699469165876512 0.0084566329605877417 0.0095705352723598498 0.013439828064292671 0.00038414125447161501 0.0021592099219560628 0.00085274505545385193 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 -1 7 10 9 -9 -7
right_child=1 3 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-3.7677972023401221e-05 -0.0039254810884988669 -0.0026358033047374852 0.0038582262378795817 -0.0011175370294639702 -0.011060306843244374 0.0029468812568072384 -0.003972257938798027 0.0037671273842234424 0.0054589859298997791 -0.0076152717330272316 0.0099107481550978396
leaf_weight=8592.1391426324844 58.627418518066406 55.451748847961426 107.91099858283997 153.28622674942017 41.497226357460022 200.5137505531311 67.401155233383179 47.512574672698975 50.454133629798889 96.948975205421448 88.256528735160828
leaf_count=4319 36 30 45 84 27 86 37 15 19 57 25
internal_value=0 -0.00141619 0.00111809 -0.00310282 -0.00624176 6.45539e-05 0.00165848 0.00244311 -0.00145642 -0.00387167 0.00507524
internal_weight=0 416.774 166.538 250.235 96.949 9143.23 551.087 483.686 194.916 144.462 288.77
internal_count=4780 222 81 141 57 4558 239 202 91 72 111
is_linear=0
shrinkage=0.06


Tree=146
num_leaves=12
num_cat=0
split_feature=95 70 149 141 144 29 147 100 83 94 98
split_gain=0.261519 0.593011 0.821504 0.995626 0.828484 0.698373 1.14554 1.03177 0.682205 0.607102 0.63043
threshold=0.0012745757703669371 0.0022272822679951791 0.0058306583669036635 0.0066005610860884198 0.0014881226234138014 0.007706565549597145 0.05109804309904576 0.00057154725072905432 0.016164712607860569 0.0016846025246195497 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 9 6 -3 -7 -9 10 -4
right_child=1 2 3 -5 -6 7 -8 8 -10 -11 -12
leaf_value=0.00030746229440360641 -0.00095862206593006296 0.002195602278596334 -0.0043286834683999341 -0.0077303568949368363 0.0027312803486757727 0.0078606530896660736 -0.0067724225377229262 -0.00016913165037798637 -0.0056123885207960706 -0.0043889984938851141 0.0044181848956358315
leaf_weight=4877.7477124929428 2472.600438952446 1168.4861279726028 49.151349663734436 80.521115183830261 179.08827531337738 41.680396914482117 53.62980329990387 232.58584821224213 128.7869621515274 200.90068173408508 74.821167826652527
leaf_count=2401 1346 474 29 54 72 18 25 117 86 121 37
internal_value=0 -0.0003203 0.000393983 -0.00153513 -0.000545279 0.00108778 0.00180206 -0.00107803 -0.00210901 -0.0023515 0.000950316
internal_weight=0 4682.25 2209.65 584.483 503.961 1625.17 1222.12 403.053 361.373 324.873 123.973
internal_count=4780 2379 1033 313 259 720 499 221 203 187 66
is_linear=0
shrinkage=0.06


Tree=147
num_leaves=12
num_cat=0
split_feature=130 92 25 94 145 13 98 148 142 121 81
split_gain=0.245847 0.269595 0.625559 0.791682 0.651974 0.974349 1.09282 0.912972 0.856243 0.814676 0.796472
threshold=0.0036604277556762104 0.00082683752407319855 0.044033329933881767 0.0025217677466571335 0.0010918468469753864 0.0015833032084628942 0.0051502294372767219 0.027182282879948619 0.00899649551138282 0.0018488886416889729 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 10 8 -8 -10 -3
right_child=-2 2 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=0.00043830549475861808 -0.0037395806579186637 -0.001494587662277602 -0.0067664317159371774 0.00053692401672598945 -0.00055150924886175059 -0.0035776747707204361 -0.0016530541510202375 -0.0078140499529824464 0.0070958648278750683 -0.00068006905703202748 0.0030742125747700781
leaf_weight=3552.2902865409851 62.871761441230774 161.40857148170471 115.90111291408539 99.137261867523193 3843.4125030040741 166.12113583087921 383.26650702953339 59.512921214103699 97.783537745475769 96.24664306640625 922.04763758182526
leaf_count=1727 30 90 71 44 2006 88 221 33 43 51 376
internal_value=0 2.47563e-05 -0.000222357 -0.00339943 -0.000103122 0.000810444 0.00123419 -0.000738357 -8.93109e-06 0.00323869 0.00239357
internal_weight=0 9497.13 5944.84 215.038 5729.8 1886.39 1720.27 636.81 577.297 194.03 1083.46
internal_count=4780 4750 3023 115 2908 902 814 348 315 94 466
is_linear=0
shrinkage=0.06


Tree=148
num_leaves=12
num_cat=0
split_feature=6 85 115 37 26 17 15 131 131 94 93
split_gain=0.254406 0.528581 0.781585 0.685346 0.666389 0.696684 0.587235 0.484465 0.451865 0.531215 0.447776
threshold=0.00055427959887310873 0.011519505176693203 0.019431582652032379 0.0018488886416889729 0.00046126570669002836 0.0010585968848317864 0.0022975050378590827 0.0027679565828293566 0.0013146653072908523 0.0012745757703669371 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 8 10 -5 9 -2 -4
right_child=1 2 6 7 -6 -7 -8 -9 -10 -11 -12
leaf_value=-9.1499527031138348e-05 -0.00055743879115281194 0.0069911794324675359 -0.00045830475580691714 0.0076901168640502527 0.0029334283043010081 -0.0077193975801862942 -0.0057592120952399449 -0.00014901675915084472 0.001628237257682758 -0.0093869226857926404 0.0074959902257920302
leaf_weight=8791.6861002445221 66.047431111335754 113.27495491504669 63.991374850273132 60.581594467163086 101.14237797260284 74.637997269630432 40.794894218444824 53.395692586898804 113.0917843580246 39.023888826370239 42.331788897514343
leaf_count=4439 36 38 29 21 40 46 21 23 47 27 13
internal_value=0 0.00104701 0.00324498 -7.9806e-05 -0.0012653 -0.00271567 0.000360559 0.00401767 -0.0010038 -0.00383674 0.00270864
internal_weight=0 768.314 260.393 507.921 393.943 292.801 147.118 113.977 218.163 105.071 106.323
internal_count=4780 341 101 240 196 156 63 44 110 63 42
is_linear=0
shrinkage=0.06


Tree=149
num_leaves=12
num_cat=0
split_feature=73 148 128 79 68 49 106 72 113 93 18
split_gain=0.248454 0.919629 0.699267 0.667126 0.633284 0.793588 0.796385 0.619383 0.523603 1.12404 0.614973
threshold=0.013032016810029747 0.041476719081401832 0.012636432424187662 0.015200819820165636 0.024810968898236755 0.0011615398107096555 0.0016331639490090313 0.0084566329605877417 0.0013146653072908523 0.0023699469165876512 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 -7 -6 -2 10 -10
right_child=1 -3 -4 -5 7 6 -8 -9 9 -11 -12
leaf_value=-0.00015286855659592572 0.0041676301128071519 -0.0032737638541630201 -0.00044352017222617986 0.005505941985036995 -0.0089192010407665254 -0.0063699561736803292 0.0017388524094178097 0.0019791339314501081 -0.00020926799054598642 0.0040568739218324315 -0.010411390741880714
leaf_weight=7649.3889520168304 401.81112349033356 196.6866888999939 676.12830877304077 167.32203948497772 40.611723661422729 74.821167826652527 104.50121819972992 34.911776304244995 47.095293402671814 127.93180954456329 38.789778113365173
leaf_count=3988 147 85 293 56 30 37 37 13 22 47 25
internal_value=0 0.00061203 0.00105796 0.00203617 0.00136922 0.00186804 -0.0016445 -0.0038813 0.00289118 0.000492441 -0.00481703
internal_weight=0 1910.61 1713.92 1037.8 870.474 794.95 179.322 75.5235 615.628 213.817 85.8851
internal_count=4780 792 707 414 358 315 74 43 241 94 47
is_linear=0
shrinkage=0.06


Tree=150
num_leaves=12
num_cat=0
split_feature=143 127 142 36 73 89 107 93 47 15 3
split_gain=0.244983 0.798466 0.779486 0.895307 1.03387 0.642004 0.71592 0.641973 0.543745 0.421604 0.359453
threshold=0.035692447796463973 0.00017767510871635753 0.027182282879948619 0.00085274505545385193 0.00042089859198313212 0.00017767510871635753 0.00244467705488205 0.0017376682371832433 0.0017376682371832433 0.012636432424187662 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 -1 4 -4 6 -3 8 -2 -10 -6
right_child=1 5 3 -5 10 -7 -8 -9 9 -11 -12
leaf_value=-5.0171310698665144e-05 0.0016834835541071306 -0.008205654880613672 -0.00099677318514546543 -0.0042196881639973254 0.0046781854783996676 -0.0092879942246046447 0.0017856622283610065 0.0048173424518306775 -0.0091144182730904834 -0.0010750526242325256 0.010028081920792176
leaf_weight=8693.0474098920822 105.43766105175018 40.143502235412598 108.66427087783813 58.159197092056274 170.96593058109283 64.510536432266235 72.347830295562744 89.661193013191223 41.497226357460022 54.098024725914001 61.467097163200378
leaf_count=4357 45 26 62 32 66 44 37 37 27 29 18
internal_value=0 -0.0013392 6.88867e-05 0.00266115 0.00383437 -0.00451627 -0.00177983 0.000595299 -0.00128774 -0.00456488 0.00609297
internal_weight=0 467.696 9092.3 399.256 341.097 177.002 112.491 290.694 201.033 95.5953 232.433
internal_count=4780 245 4535 178 146 107 63 138 101 56 84
is_linear=0
shrinkage=0.06


Tree=151
num_leaves=12
num_cat=0
split_feature=13 79 71 70 73 112 125 45 59 56 81
split_gain=0.248398 0.396579 0.566928 0.728479 0.389255 0.308427 0.668672 0.690683 0.655917 0.875309 0.826875
threshold=0.015441739000380041 0.05109804309904576 0.0068083447404205808 0.0005375427135732026 0.0044099434744566688 0.00082683752407319855 0.0066005610860884198 0.0066005610860884198 0.013032016810029747 0.0012745757703669371 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1 -7 8 9 10 -8
right_child=-2 2 -4 4 -6 6 7 -9 -10 -11 -12
leaf_value=0.00024060120715789404 0.0034654782665538186 0.0014526973657134324 0.0018113526643105625 -0.0028087408186423827 -0.010733480101225388 -2.0592066224892546e-05 -0.0048563711069866313 0.0012518935771347382 0.00049543297259955555 0.0018973190476019527 -0.01357691701134092
leaf_weight=6793.9978873729706 73.884724974632263 45.507458567619324 70.057663321495056 35.614108443260193 59.747031927108765 1939.6915962696075 198.89556562900543 138.3952614068985 102.07882082462311 53.395692586898804 48.734068393707275
leaf_count=3294 29 19 28 19 35 1051 125 73 48 23 36
internal_value=0 -2.69917e-05 -0.00259957 -0.00479323 -0.00777386 3.1511e-05 -0.00054102 -0.00240523 -0.00366081 -0.00507021 -0.00657259
internal_weight=0 9486.12 210.926 140.869 95.3611 9275.19 2481.19 541.499 403.104 301.025 247.63
internal_count=4780 4751 101 73 54 4650 1356 305 232 184 161
is_linear=0
shrinkage=0.06


Tree=152
num_leaves=12
num_cat=0
split_feature=60 49 105 93 77 49 132 54 27 20 49
split_gain=0.231091 0.658673 0.63684 0.734978 0.570979 0.344068 0.489169 0.422755 0.309338 0.923996 0.729048
threshold=0.025578102096915249 0.0041444667149335155 0.0028552538715302949 0.0023699469165876512 0.0046923852059990176 0.00040826165059115743 0.00055427959887310873 0.0053125319536775359 0.015675474889576439 0.0022272822679951791 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 4 -4 6 7 -2 -1 10 -10
right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=0.0001589739910786384 -0.0025766466698563979 0.0057035244741724571 -0.012433484997730043 -8.328782736034235e-05 -0.0034248033368701296 0.0029537984014922879 -0.0087136810047574297 0.0045997915093576192 -0.00087237556609002717 -0.0058792507268982863 0.0067032250119096358
leaf_weight=8503.6279131174088 88.409349203109741 43.685513019561768 52.795240759849548 68.938049912452698 48.683128237724304 86.485523343086243 29.547819972038269 44.387845158576965 418.72779500484467 123.37206566333771 51.339636325836182
leaf_count=4239 58 14 39 29 25 31 20 20 207 82 16
internal_value=0 -0.00130769 -0.00203826 -0.00486397 -0.00811167 -0.000103019 -0.00173147 -0.000177902 6.6546e-05 -0.00125789 -4.49867e-05
internal_weight=0 462.932 419.247 170.416 101.478 248.831 162.345 132.797 9097.07 593.439 470.067
internal_count=4780 236 222 93 64 129 98 78 4544 305 223
is_linear=0
shrinkage=0.06


Tree=153
num_leaves=12
num_cat=0
split_feature=103 116 59 122 26 149 142 60 31 93 4
split_gain=0.239966 0.97699 0.923359 0.934277 0.774488 0.637856 0.729815 0.626877 0.758639 0.689759 0.653034
threshold=0.00096484774257987748 0.0022975050378590827 0.00080172589514404546 0.0012357163941487672 0.0031340263085439806 0.016164712607860569 0.021960759535431865 0.0022272822679951791 0.0019672545604407792 0.0084566329605877417 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 7 5 -1 -7 9 -9 10 -4
right_child=1 -3 3 -5 -6 6 -8 8 -10 -11 -12
leaf_value=0.00011297215521293621 -0.0025707062829911512 -0.00076789591403918266 0.0035646553307089718 0.0079564847015354424 -0.0046496317080187673 -0.0024855045171814079 0.0040108942806048502 -0.0031109656924833669 0.0063944392923653047 0.0013068289121863726 0.01311830298042101
leaf_weight=7356.4545500278473 111.18854856491089 739.85522282123566 60.164313197135925 126.10986399650574 133.91680777072906 604.15764963626862 69.40627133846283 125.09213089942932 39.858451366424561 148.75683295726776 45.039237141609192
leaf_count=3609 73 362 28 42 77 386 33 65 13 77 15
internal_value=0 0.000726932 0.0024123 0.00342888 -0.000124308 -4.88393e-05 -0.00181609 0.00206588 -0.000814092 0.00393645 0.00765472
internal_weight=0 1396.06 656.209 545.021 8163.94 8030.02 673.564 418.911 164.951 253.96 105.204
internal_count=4780 675 313 240 4105 4028 419 198 78 120 43
is_linear=0
shrinkage=0.06


Tree=154
num_leaves=12
num_cat=0
split_feature=39 3 79 5 87 131 14 65 83 107 67
split_gain=0.23848 0.579955 0.871792 0.670997 0.721574 0.63272 0.348795 0.553435 0.626381 0.892629 0.546172
threshold=0.028884131461381916 0.0010585968848317864 0.0066005610860884198 0.00057154725072905432 0.0072436286136507997 0.0037758676335215573 0.0019672545604407792 0.0063990866765379914 0.013032016810029747 0.0035485138650983576 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 4 5 -2 -1 8 -8 10 -10
right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00038032339641229753 -0.0050375517632117919 -0.0065275153134250821 0.0021463837028076623 0.0058896362532805105 0.0066393129290418761 0.0019860386250844762 0.00018027100278792052 -0.0015409191827550823 0.0044449480177792319 -0.00041533850956610455 -0.0020244267654219053
leaf_weight=5383.3793821334839 83.594904541969299 75.055278539657593 93.905535936355591 136.23732483386993 55.400808691978455 103.1474940776825 2373.5639873743057 469.70109021663666 429.82204878330231 303.44772398471832 52.744300603866577
leaf_count=2875 38 39 31 44 19 36 1081 241 175 173 28
internal_value=0 0.00121603 -0.00170671 0.00252115 0.000625929 -0.00115806 -7.38501e-05 0.000380748 0.000666422 0.00213447 0.00373785
internal_weight=0 547.341 168.961 378.381 242.143 186.742 9012.66 3629.28 3159.58 786.014 482.566
internal_count=4780 207 70 137 93 74 4573 1698 1457 376 203
is_linear=0
shrinkage=0.06


Tree=155
num_leaves=12
num_cat=0
split_feature=114 132 7 104 108 45 148 78 104 144 60
split_gain=0.227451 0.732871 0.526142 0.563309 0.572701 0.523574 1.45009 0.926185 1.19179 0.828651 0.483191
threshold=0.017188700847327713 0.0051502294372767219 0.014293605927377941 0.00075379351619631063 0.0019672545604407792 0.00064626874518580746 0.0028552538715302949 0.0036604277556762104 0.0025217677466571335 0.010829726699739696 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 9 -7 -8 10 -3 -9
right_child=1 5 -4 4 -6 6 7 8 -10 -11 -12
leaf_value=-9.8204754481594331e-05 -0.0030841495509052325 0.0057386774547490572 0.0077851568499080715 0.0062612320219845889 0.000781304315594661 -0.011059203119609716 0.0036143612877972651 0.0044813042725647288 -0.010149946049113581 -0.0018036162553406335 -0.0035664675309625645
leaf_weight=8592.4957237243652 66.932933807373047 100.44004583358765 63.940434694290161 116.63379514217377 166.90475821495056 53.680743455886841 123.40241575241089 54.281195282936096 58.39330780506134 109.73294413089752 53.161581873893738
leaf_count=4396 33 34 18 35 63 36 40 20 34 50 21
internal_value=0 0.000872166 0.00277991 0.00186675 0.00303548 -0.000557241 -0.00200246 -0.000321591 -0.00325042 0.00180079 0.000499349
internal_weight=0 967.504 414.412 350.471 283.539 553.092 342.919 289.239 165.836 210.173 107.443
internal_count=4780 384 149 131 98 235 151 115 75 84 41
is_linear=0
shrinkage=0.06


Tree=156
num_leaves=12
num_cat=0
split_feature=143 122 91 52 99 110 125 108 143 19 87
split_gain=0.233249 0.705427 0.742712 0.498317 0.651617 0.566532 0.817644 0.44076 0.43892 1.32705 0.716668
threshold=0.035692447796463973 0.00066645268816500913 0.00099512818269431613 0.002945306478068233 0.0056525857653468856 0.00096484774257987748 0.0015833032084628942 0.0030382014811038975 0.01884530205279589 0.034632634371519096 0.016164712607860569
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 -2 5 7 -7 -5 -1 10 -10
right_child=1 2 -4 4 -6 6 -8 -9 9 -11 -12
leaf_value=-7.1388424294523291e-05 0.0038937851856555889 -0.00095098419684285179 -0.011914837792970178 -0.0062861390005770163 -0.0085857314770868692 0.0071763844864115422 -0.0019788940012954222 0.0013954177583668358 7.9339375203669653e-07 0.0078409120198125026 0.0067870018963164334
leaf_weight=8187.2336397171021 84.246296525001526 47.32940411567688 41.965447783470154 71.045046329498291 38.789778113365173 65.996490955352783 75.055278539657593 43.268231749534607 744.51684701442719 99.971824407577515 60.581594467163086
leaf_count=4135 33 24 31 47 25 25 39 21 349 30 21
internal_value=0 -0.00130673 -0.00610361 -0.000174771 -0.00134001 -0.000239391 0.00230475 -0.00337863 6.72167e-05 0.00132103 0.000511438
internal_weight=0 467.696 89.2949 378.401 294.155 255.365 141.052 114.313 9092.3 905.07 805.098
internal_count=4780 245 55 190 157 132 64 68 4535 400 370
is_linear=0
shrinkage=0.06


Tree=157
num_leaves=12
num_cat=0
split_feature=98 78 122 75 54 96 150 30 43 30 125
split_gain=0.229897 0.588538 0.813119 1.1341 0.795573 0.883335 0.701144 0.695057 0.874035 0.949044 0.822392
threshold=0.00096484774257987748 0.0058306583669036635 0.031632266007363803 0.0054799309000372895 0.0084566329605877417 0.00080172589514404546 0.0060143163427710542 0.0031340263085439806 0.0019672545604407792 0.0010918468469753864 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 8 9 10 -3
right_child=1 7 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00038993436289293145 -0.00030457362295141472 -0.0073630375727830833 0.0087571284788739504 0.0088019934324270431 -0.002574964092528369 0.00054141125267780641 0.0058187107327278198 -0.0026014759677949395 -0.0021814882074328778 0.0027690105035759693 -0.00010891745327904996
leaf_weight=3468.389741063118 3024.400719165802 61.568977475166321 40.092562079429626 92.551811814308167 91.483138561248779 270.75458443164825 136.23732483386993 663.21210944652557 602.44734442234039 456.1941990852356 652.66736733913422
leaf_count=1623 1739 40 15 30 42 105 44 320 308 189 325
internal_value=0 -0.000222018 0.000259425 0.000165191 0.00256907 0.00351112 0.00230795 -0.000944455 -0.000324583 0.000631208 -0.000734241
internal_weight=0 6091.61 3655.52 3615.43 591.027 499.544 406.992 2436.09 1772.88 1170.43 714.236
internal_count=4780 3157 1975 1960 221 179 149 1182 862 554 365
is_linear=0
shrinkage=0.06


Tree=158
num_leaves=12
num_cat=0
split_feature=17 83 80 114 111 57 97 131 122 127 150
split_gain=0.229162 0.57565 0.512878 0.735225 0.598609 0.573796 1.02464 0.721 0.565474 0.989466 0.872734
threshold=0.00017767510871635753 0.010180860292166473 0.0025217677466571335 0.0054799309000372895 0.0035485138650983576 0.00075379351619631063 0.0030382014811038975 0.000490355829242617 0.00066645268816500913 0.0012745757703669371 0.014740333426743748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 8 -2 6 7 -5 9 -4 -10
right_child=2 -3 3 5 -6 -7 -8 -9 10 -11 -12
leaf_value=-0.0010214940611606657 0.00096083784631838698 0.00045680678934407229 0.00067589098902614447 0.0065945710636139149 -0.004939804929245983 0.0060404008721848612 -0.0038797381617495215 0.00078610638266957394 -0.0028038985363399958 -0.0027353463147575096 0.0053504387489643262
leaf_weight=2115.9196028709412 2710.8851644992828 1718.4037624597549 1216.5081042051315 103.38160479068756 63.339982867240906 87.136915326118469 128.4509711265564 300.71968567371368 655.29352533817291 409.03820550441742 50.922355055809021
leaf_count=1088 1237 946 599 38 34 26 62 118 358 251 23
internal_value=0 -0.000358974 0.000240394 -0.000310157 0.000826117 0.0015268 0.000788277 0.00227209 -0.000798346 -0.000182483 -0.00221592
internal_weight=0 3834.32 5725.68 2951.45 2774.23 619.689 532.552 404.101 2331.76 1625.55 706.216
internal_count=4780 2034 2746 1475 1271 244 218 156 1231 850 381
is_linear=0
shrinkage=0.06


Tree=159
num_leaves=12
num_cat=0
split_feature=6 44 135 85 115 6 101 104 96 27 29
split_gain=0.225117 0.504153 0.895132 0.693098 0.705595 1.05157 0.522828 0.445102 0.396015 0.535617 0.577723
threshold=0.00055427959887310873 0.0060143163427710542 0.0018488886416889729 0.011519505176693203 0.019431582652032379 0.0011980500421486797 0.000490355829242617 0.0079489401541650313 0.0023699469165876512 0.00064626874518580746 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 -6 -7 -3 9 -2 -11
right_child=1 7 -4 4 5 6 -8 -9 -10 10 -12
leaf_value=-8.6071476436068572e-05 0.0028188834412015821 0.00664429715628417 -0.007670266156353198 0.0072164188847380481 0.0072717068552046885 -0.0082144161034490848 0.0016134994697482798 0.00028591386077709234 0.0025509182144371314 -0.006397772587311102 0.0005548848574261114
leaf_weight=8791.6861002445221 59.044699788093567 93.671425223350525 48.031736254692078 99.086321711540222 50.220022916793823 43.736453175544739 35.145887017250061 68.703939199447632 88.073358178138733 113.19366466999054 69.40627133846283
leaf_count=4439 29 29 30 33 17 25 15 27 34 69 33
internal_value=0 0.000984901 0.000189275 0.000865925 0.00340802 0.00048507 -0.00383561 0.00395395 -0.00089339 -0.00214875 -0.00375507
internal_weight=0 768.314 605.938 557.907 228.189 129.102 78.8823 162.375 329.718 241.645 182.6
internal_count=4780 341 285 255 90 57 40 56 165 131 102
is_linear=0
shrinkage=0.06


Tree=160
num_leaves=12
num_cat=0
split_feature=18 97 100 100 81 95 11 103 47 101 92
split_gain=0.224594 0.408222 0.483595 0.227199 0.611303 0.633605 0.55 0.518313 0.911558 0.698433 0.74713
threshold=0.13848232477903369 0.00073092587990686308 0.0049928687512874612 0.00057154725072905432 0.0079489401541650313 0.00244467705488205 0.013860232196748258 0.00096484774257987748 0.0056525857653468856 0.0026012937305495147 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 -6 -5 9 -9 -11
right_child=1 -3 -4 7 5 -7 -8 8 -10 10 -12
leaf_value=-5.0609725275938607e-05 -0.0037540127382436625 0.0056129857436398312 0.0045202566746598101 -0.00045795474962551341 0.0018165272005341514 0.0057281244661387155 -0.0052143172545988069 0.0037669103482050204 -0.0012216478288104606 0.0029865671710711484 -0.0024430137951998491
leaf_weight=1888.3313698768616 60.398423910140991 71.594558000564575 43.919623732566833 5694.2362886667252 358.64477205276489 138.99571323394775 45.090177297592163 428.41738450527191 465.14134633541107 177.50044047832489 187.72978162765503
leaf_count=982 30 20 16 2900 148 57 26 163 276 69 93
internal_value=0 0.00212407 -0.000270408 -3.98175e-05 0.000459466 0.00223418 0.0010313 -0.000214387 0.00088741 0.00212349 0.000195741
internal_weight=0 175.913 104.318 9384.09 2431.06 542.731 403.735 6953.03 1258.79 793.648 365.23
internal_count=4780 66 46 4714 1213 231 174 3501 601 325 162
is_linear=0
shrinkage=0.06


Tree=161
num_leaves=12
num_cat=0
split_feature=94 129 68 94 44 85 120 78 63 65 42
split_gain=0.221143 0.888465 0.940656 0.695834 0.680401 0.629588 0.875532 0.96577 0.81492 0.640122 0.616305
threshold=0.0084566329605877417 0.0092791137285530585 0.0017376682371832433 0.020658296532928947 0.00090704852482303988 0.00039601318712811922 0.0003614811430452392 0.016668972559273246 0.0014881226234138014 0.0012745757703669371 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 5 -3 10 7 8 -7 -10 -2
right_child=1 2 -4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00013634650839360206 0.0040979817340787046 -2.7742268560627038e-05 0.0013056082030374443 -0.00057959254940795465 -0.009497319960364483 0.0068010730996314883 -0.00026060833383990495 0.0081904220491567387 0.0022410845887427667 -0.0060312095430944583 -0.0014369338699692855
leaf_weight=7815.3160872459412 100.49098598957062 40.560783505439758 105.20355033874512 544.33908748626709 83.645844697952271 95.727481484413147 178.67099404335022 173.85654938220978 115.33101117610931 47.563514828681946 259.29398953914642
leaf_count=3937 45 19 43 287 49 36 79 59 45 26 155
internal_value=0 0.000610765 -0.00286902 0.0011376 -0.00640494 0.00210031 0.0032726 0.00473228 0.00240757 -0.00017434 0.000109015
internal_weight=0 1744.68 229.41 1515.27 124.207 970.935 611.15 432.479 258.622 162.895 359.785
internal_count=4780 843 111 732 68 445 245 166 107 71 200
is_linear=0
shrinkage=0.06


Tree=162
num_leaves=12
num_cat=0
split_feature=56 48 2 87 81 29 101 67 104 94 67
split_gain=0.223067 0.574222 0.531137 0.737435 1.13543 0.939228 0.771591 0.587061 0.658022 0.526412 1.21943
threshold=0.00073092587990686308 0.0012357163941487672 0.00064626874518580746 0.0010263677686452868 0.0018488886416889729 0.027182282879948619 0.000490355829242617 0.00017767510871635753 0.00046126570669002836 0.0070226341485977182 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 -2 -8 -9 10 -4
right_child=2 -3 9 4 5 -7 7 8 -10 -11 -12
leaf_value=5.6085293419882618e-05 -0.0025147286633202866 0.0032329968961077584 0.0048097305065997751 0.0069716037606605023 -0.0043327443916071039 0.0041726029598053412 -0.0025923973921522978 -0.0038005446736302942 0.0027045335140615501 0.005992710553411813 -0.0036764067200483874
leaf_weight=7474.8907706737518 312.35369110107422 210.59027123451233 114.21139776706696 40.092562079429626 477.8234349489212 51.807857751846313 126.21174430847168 63.339982867240906 481.81307709217072 76.12395179271698 130.74113810062408
leaf_count=3839 154 77 46 15 247 20 64 34 186 27 71
internal_value=0 0.000143136 -0.000586854 -0.00104602 -0.0027638 -0.00350076 -5.11555e-05 0.00109503 0.00194872 0.00163468 0.000280334
internal_weight=0 7685.48 1874.52 1553.44 569.724 529.631 983.718 671.365 545.153 321.076 244.953
internal_count=4780 3916 864 720 282 267 438 284 220 144 117
is_linear=0
shrinkage=0.06


Tree=163
num_leaves=12
num_cat=0
split_feature=13 123 79 56 23 66 3 132 147 25 79
split_gain=0.219989 0.425666 0.329109 0.531838 0.436742 0.296631 0.28534 0.530882 0.644107 0.81315 0.591655
threshold=0.015441739000380041 0.021960759535431865 0.05109804309904576 0.00017767510871635753 0.0019672545604407792 0.0003614811430452392 0.032603342086076743 0.022641776129603389 0.05109804309904576 0.0014881226234138014 0.028884131461381916
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -5 7 10 9 -9 -1
right_child=-2 -3 3 5 -6 -7 -8 8 -10 -11 -12
leaf_value=-2.7430109224348636e-06 0.0032612903928047436 -0.0047683185820811633 0.0038514886155012018 -0.0026077116780553128 -0.0032147570271730979 -0.0097781991409519563 0.0026695688505437767 0.0036472859348126471 -0.0092639501900091039 -0.0063593169461729398 0.0029099929515429943
leaf_weight=8636.7307484149933 73.884724974632263 67.635265946388245 59.461981058120728 43.034121036529541 66.932933807373047 40.143502235412598 148.65495264530182 63.289042711257935 47.32940411567688 54.332135438919067 258.57106733322144
leaf_count=4383 29 39 22 19 33 26 55 23 24 31 96
internal_value=0 -2.54013e-05 8.65819e-06 -0.00234242 0.00010953 -0.00606836 6.21632e-05 1.93825e-05 -0.00335336 -0.000975012 8.19252e-05
internal_weight=0 9486.12 9418.48 209.573 126.395 83.1776 9208.91 9060.25 164.951 117.621 8895.3
internal_count=4780 4751 4712 100 55 45 4612 4557 78 54 4479
is_linear=0
shrinkage=0.06


Tree=164
num_leaves=12
num_cat=0
split_feature=70 21 54 46 127 75 17 9 92 83 70
split_gain=0.219248 0.445398 0.625708 0.55776 0.528951 0.414302 0.28415 0.607955 0.568701 0.589692 0.565609
threshold=0.034632634371519096 0.0015833032084628942 0.0012745757703669371 0.0053125319536775359 0.00044738779251929378 0.0020932231564074759 0.00057154725072905432 0.0035485138650983576 0.013860232196748258 0.0054799309000372895 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 -2 5 -4 7 8 -1 -10 -8
right_child=1 2 4 -5 -6 -7 10 -9 9 -11 -12
leaf_value=-7.1649810521766638e-05 -5.2084643747052302e-06 -0.0050447768334600848 0.0072751406739030335 0.0076409873589850623 -0.0030289727798536964 0.00039117680071201619 -0.00030577377279136531 -0.0059805414250397645 -0.0051855148955519733 -0.00077179834470145995 0.0010047793217139219
leaf_weight=3771.1969031095505 63.523153424263 67.635265946388245 63.991374850273132 74.770227670669556 58.159197092056274 61.93531858921051 2762.1846907138824 69.457211494445801 163.51556789875031 326.6951447725296 2076.9358241558075
leaf_count=1949 25 39 29 26 32 22 1390 44 108 192 924
internal_value=0 0.00139327 -0.000109619 0.00412881 0.00170361 0.00388936 -5.92579e-05 -0.000412309 -0.000321551 -0.00224405 0.000256712
internal_weight=0 390.015 251.721 138.293 184.086 125.927 9169.99 4330.86 4261.41 490.211 4839.12
internal_count=4780 173 122 51 83 51 4607 2293 2249 300 2314
is_linear=0
shrinkage=0.06


Tree=165
num_leaves=12
num_cat=0
split_feature=37 25 72 73 34 67 136 132 53 70 43
split_gain=0.214902 1.10535 0.568207 0.744363 1.13571 1.14306 0.856035 1.03737 0.8019 0.796611 0.715297
threshold=0.00066645268816500913 0.044033329933881767 0.0010263677686452868 0.00899649551138282 0.010180860292166473 0.001792412775103003 0.000490355829242617 0.0026012937305495147 0.0081988852471113222 0.0016331639490090313 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 -4 -10 -8
right_child=1 -3 3 -5 -6 -7 10 -9 9 -11 -12
leaf_value=0.00025531291733734204 0.0015064399353109943 -0.0055513634814609147 -0.0048622218501001039 0.00090955061976882466 0.00057361743734667407 0.0014262574195289472 0.00041932367467339813 -0.014360754204370765 -0.0035206704127166695 0.0041523978430082452 -0.0056475851405048535
leaf_weight=5294.9592028856277 638.7334349155426 140.45131766796112 518.06881749629974 1034.4370898008347 979.34192204475403 274.8666969537735 356.27331483364105 33.843103051185608 119.96228528022766 82.007069706916809 87.055625081062317
leaf_count=2669 375 80 295 417 464 119 170 25 74 35 57
internal_value=0 -0.000316966 -0.000138723 -0.000440176 -0.00100973 -0.00206309 -0.00286421 -0.00409454 -0.00361201 -0.000405119 -0.000772023
internal_weight=0 4265.04 4124.59 3485.86 2451.42 1472.08 1197.21 753.881 720.038 201.969 443.329
internal_count=4780 2111 2031 1656 1239 775 656 429 404 109 227
is_linear=0
shrinkage=0.06


Tree=166
num_leaves=12
num_cat=0
split_feature=90 72 90 85 24 101 48 29 136 77 124
split_gain=0.231039 0.461408 1.61771 0.844378 0.557268 0.554346 0.444499 0.437004 0.37321 0.355234 0.461525
threshold=0.00060774214216507982 0.019431582652032379 0.0011980500421486797 0.00068727668258361529 0.0032328735105693345 0.000490355829242617 0.0003614811430452392 0.0020292587578296666 0.00040826165059115743 0.007706565549597145 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -3 -5 8 -4 10 -9
right_child=1 5 7 4 -6 -7 -8 9 -10 -11 -12
leaf_value=0.00010129604777564423 -0.0013524646900484271 -0.0019928706402265982 -0.0068535465397371893 -0.0068716254447021216 -0.010635684437465072 0.0046540558175024579 0.0012172747157213242 -0.00058363393147171461 0.0016497318268368837 0.0046634548307154314 0.0059409154603571792
leaf_weight=8551.4558887481689 176.58458769321442 78.180008053779602 43.085061192512512 75.106218695640564 87.523846507072449 106.9745557308197 36.265500426292419 213.7865309715271 32.672549486160278 110.61844682693481 47.746685385704041
leaf_count=4225 114 34 30 50 61 37 14 136 15 47 17
internal_value=0 -0.00085889 -0.00146746 -0.00437215 -0.00705311 0.00184745 -0.00423767 0.00096753 -0.00318627 0.00181311 0.000607517
internal_weight=0 1008.54 823.389 375.48 198.896 185.155 111.372 447.909 75.7576 372.152 261.533
internal_count=4780 555 484 239 125 71 64 245 45 200 153
is_linear=0
shrinkage=0.06


Tree=167
num_leaves=12
num_cat=0
split_feature=39 87 140 118 108 117 142 129 77 29 36
split_gain=0.218561 0.322347 0.618476 0.505941 0.552021 0.423179 0.405704 0.28834 1.05549 0.732019 0.725456
threshold=0.028884131461381916 0.004017772153019906 0.0038949446752667431 0.00085274505545385193 0.011169348377734424 0.010829726699739696 0.0033348383149132137 0.00066645268816500913 0.00057154725072905432 0.021960759535431865 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 4 -4 -3 -2 8 -1 -9 -10
right_child=1 5 3 -5 -6 -7 -8 9 10 -11 -12
leaf_value=-0.0010402584189978235 -0.0013646062068594538 0.0053368427428540401 -0.003268441070097417 -0.0060484382286398073 0.0046354285460488785 -0.00085033584517974869 0.0049426294031313213 -0.00018342058229811644 0.0015867446217862802 -0.003151586849013681 -0.00076321730788220742
leaf_weight=1360.7160233259201 54.749416708946228 118.45574069023132 72.765111565589905 73.467443704605103 56.520422101020813 59.930202484130859 111.45300936698914 4738.8224594593048 1971.6921637058258 319.27513217926025 622.1527544260025
leaf_count=859 24 40 30 36 18 26 33 2165 1018 192 339
internal_value=0 0.00116414 0.000151683 -0.00207245 0.000186934 0.00325821 0.00286494 -7.06987e-05 0.000313116 -0.000370776 0.00102309
internal_weight=0 547.341 368.955 202.753 129.286 178.386 166.202 9012.66 3954.56 5058.1 2593.84
internal_count=4780 207 141 84 48 66 57 4573 2216 2357 1357
is_linear=0
shrinkage=0.06


Tree=168
num_leaves=12
num_cat=0
split_feature=131 28 55 34 0 87 129 71 0 65 22
split_gain=0.218479 0.691444 0.587056 0.70652 0.661103 0.433546 0.596149 0.354897 0.314757 0.57816 0.298212
threshold=0.040252277627587325 0.00039601318712811922 0.0017376682371832433 0.015200819820165636 0.0015833032084628942 0.00062670491752214741 0.059226244688034065 0.0048403022810816774 0.0023699469165876512 0.00087947337306104611 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 8 3 4 -3 -6 7 -7 9 -2 -1
right_child=1 2 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00018450916801203112 0.0003953955790973773 -0.00016330848661844476 0.0039808658689144249 0.0011069855286272776 -0.012635831763832286 -0.011222555201743143 0.00054647135518866026 -0.0042262698073280156 -0.0010903794132487684 0.0089693501546116612 0.00053731659975997631
leaf_weight=5752.9048873186111 73.233332991600037 72.765111565589905 43.685513019561768 92.368641257286072 37.904275417327881 54.566246151924133 42.565899610519409 50.036852359771729 83.594904541969299 46.15885055065155 3210.2153649330139
leaf_count=3042 34 30 14 39 28 33 15 26 38 14 1467
internal_value=0 -0.00111151 -0.0025775 -0.00339561 -0.00500863 -0.00691366 -0.00543987 -0.00787588 0.00173322 0.00371022 7.40187e-05
internal_weight=0 596.88 393.893 350.207 257.838 185.073 147.169 104.603 202.987 119.392 8963.12
internal_count=4780 271 185 171 132 102 74 59 86 48 4509
is_linear=0
shrinkage=0.06


Tree=169
num_leaves=12
num_cat=0
split_feature=97 150 0 93 109 145 70 13 13 69 39
split_gain=0.216428 0.674784 0.755542 0.567434 0.486948 0.447946 0.466589 0.435009 0.490895 0.852006 0.618023
threshold=0.018276390619575981 0.007706565549597145 0.0044099434744566688 0.0011261500185355546 0.0066005610860884198 0.0030382014811038975 0.0022272822679951791 0.015441739000380041 0.0010585968848317864 0.0054799309000372895 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 5 -5 -4 -7 8 -1 10 -10
right_child=1 -3 3 4 -6 6 -8 -9 9 -11 -12
leaf_value=6.5346708963074602e-05 0.0029048207094153791 0.007881265616986816 -0.0040115347097874647 -0.002019428996582695 -0.01048471034272627 -0.0011289181285718873 0.0067804086382695847 0.0049399786335553751 -0.003147216445132574 0.0031415555755312801 -0.00015524360553452991
leaf_weight=7785.6566269397736 244.61654484272003 48.866298794746399 52.510189890861511 66.230601668357849 38.789778113365173 54.749416708946228 52.693360447883606 61.93531858921051 579.71908521652222 139.17888379096985 435.05377471446991
leaf_count=3990 93 16 26 27 25 24 17 22 304 48 188
internal_value=0 0.00114615 0.000500301 -0.00171949 -0.00514612 0.000530334 0.00275007 -7.11074e-05 -0.000105825 -0.00126071 -0.0018645
internal_weight=0 558.456 509.59 264.973 105.02 159.953 107.443 9001.54 8939.61 1153.95 1014.77
internal_count=4780 228 212 119 52 67 41 4552 4530 540 492
is_linear=0
shrinkage=0.06


Tree=170
num_leaves=12
num_cat=0
split_feature=108 93 12 38 1 133 46 72 139 104 97
split_gain=0.215009 0.916338 0.387868 0.357402 0.495328 0.674745 0.33922 0.312021 0.698421 0.788602 0.748166
threshold=0.079227816313505187 0.0028552538715302949 0.0016846025246195497 0.012252715881913902 0.00017767510871635753 0.0033348383149132137 0.00064626874518580746 0.030689206905663017 0.0003614811430452392 0.0079489401541650313 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 7 -5 -6 -2 -1 9 10 -9
right_child=1 -3 -4 4 5 -7 -8 8 -10 -11 -12
leaf_value=-0.00011087741279067002 0.0050266928399743376 -0.0039668609683476339 0.0072879407686376445 -0.0086084898642524218 0.0042019965386140522 -0.0052390958500727275 -0.0024761698222523494 0.0054960303292066522 -0.0016439493198373556 -0.0038211034538343227 0.0010324950233571606
leaf_weight=8305.292689204216 45.74156928062439 69.925432920455933 78.363178610801697 40.611723661422729 50.922355055809021 58.627418518066406 41.263115644454956 232.85030901432037 243.31376087665558 70.759995460510254 322.3283314704895
leaf_count=4235 21 48 25 30 23 36 25 77 103 34 123
internal_value=0 0.00179128 0.0042261 -4.51999e-05 -0.00294872 -0.000850564 0.00146836 2.32258e-06 0.00108389 0.00214426 0.00290457
internal_weight=0 235.293 165.368 9324.71 150.161 109.55 87.0047 9174.55 869.252 625.939 555.179
internal_count=4780 119 71 4661 89 59 46 4572 337 234 200
is_linear=0
shrinkage=0.06


Tree=171
num_leaves=12
num_cat=0
split_feature=117 49 120 90 98 55 129 90 72 117 44
split_gain=0.207532 0.279146 0.212086 0.271601 0.482122 0.554274 0.671811 0.699761 0.761984 0.646695 0.574552
threshold=0.12087306752800943 0.00064626874518580746 0.004017772153019906 0.00060774214216507982 0.02636832278221846 0.0020292587578296666 0.00057154725072905432 0.0010918468469753864 0.024066280573606495 0.0027679565828293566 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5 8 -8 10 -7
right_child=1 -3 -4 4 -6 9 7 -9 -10 -11 -12
leaf_value=0.00012234099608944432 -0.003115725883923821 0.0027316116262531441 0.0030896728680749721 0.00010092699414698473 0.0031637107016142378 -0.0073352375205702662 -0.0086441299262647511 -0.0014212036720311989 0.0010934135312664754 0.0048939263977452081 0.00078807831877070753
leaf_weight=8340.6109167337418 150.91476953029633 36.499611139297485 81.355677723884583 237.21712231636047 92.653692126274109 42.61683976650238 143.02653551101685 185.95877623558044 36.265500426292419 94.373757362365723 118.50668084621429
leaf_count=4093 106 16 40 146 52 26 102 99 14 35 51
internal_value=0 -0.00197694 3.95308e-05 1.28233e-05 -0.000948072 -0.00139211 -0.00238524 -0.00399991 -0.00667451 0.000949701 -0.00136052
internal_weight=0 187.414 9372.59 9291.23 950.619 857.965 602.468 365.251 179.292 255.497 161.124
internal_count=4780 122 4658 4618 525 473 361 215 116 112 77
is_linear=0
shrinkage=0.06


Tree=172
num_leaves=12
num_cat=0
split_feature=42 96 14 129 64 108 11 146 11 92 13
split_gain=0.205814 0.226213 0.65301 0.511765 0.646547 1.06622 0.971734 0.842272 0.970728 0.898121 0.860406
threshold=0.091400381177663817 0.0010918468469753864 0.037906534969806678 0.0063990866765379914 0.0010585968848317864 0.011169348377734424 0.027182282879948619 0.0018488886416889729 0.0054799309000372895 0.0017376682371832433 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 9 10 -5 -9
right_child=-2 2 -4 4 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00046820005234485664 -0.0020575317700586111 0.00014636988784961699 -0.0077922633493134668 -0.0030061805489471219 0.0029112528404649455 0.0024468805291078008 -0.0090395827379663556 -0.0025842113817986677 -0.00023000813758066843 0.0067038671120493529 -0.0083862209714002916
leaf_weight=2992.8673031330109 171.87202334403992 5138.4463663101196 40.143502235412598 62.403540015220642 122.5169130563736 186.50828790664673 75.757610678672791 245.3698171377182 300.77062582969666 76.12395179271698 147.21993827819824
leaf_count=1533 116 2568 26 26 43 72 45 110 129 27 85
internal_value=0 3.7668e-05 -0.000163813 -0.000115626 -0.00122213 -0.00168497 -0.002534 -0.00194156 -0.00279492 0.00232971 -0.00475995
internal_weight=0 9388.13 6395.26 6355.12 1216.67 1094.15 907.645 831.888 693.36 138.527 392.59
internal_count=4780 4664 3131 3105 537 494 422 377 324 53 195
is_linear=0
shrinkage=0.06


Tree=173
num_leaves=12
num_cat=0
split_feature=6 1 40 126 87 29 134 87 28 129 44
split_gain=0.205286 0.568172 0.607512 0.558064 0.539455 0.553036 0.518119 0.48235 0.392018 0.57201 0.422536
threshold=0.00055427959887310873 0.0005375427135732026 0.00080172589514404546 0.0019071503775194289 0.0014881226234138014 0.0020292587578296666 0.000490355829242617 0.00043393640953581786 0.00066645268816500913 0.0044099434744566688 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 -3 5 7 -6 -4 9 -2 -10
right_child=1 2 4 -5 6 -7 -8 -9 10 -11 -12
leaf_value=-8.2193124909351705e-05 -0.0036299984694844103 -0.0113464500498355 -0.0042536586085537712 -0.00067200428770350948 -0.0063375248286059206 0.0043362960229211154 0.0026939672213703854 0.0036668150524305143 0.0014596311316278721 0.0046239989769281042 0.0068894972926982967
leaf_weight=8791.6861002445221 66.515652537345886 32.489378929138184 71.228216886520386 38.555667400360107 66.28154182434082 149.77456605434418 34.911776304244995 45.273347854614258 95.07608950138092 55.400808691978455 112.80673348903656
leaf_count=4439 40 24 38 23 38 54 13 17 41 19 34
internal_value=0 0.000940522 -0.000474473 -0.0055535 0.000507486 0.00192468 -0.00322165 -0.00117571 0.00282196 0.000120751 0.00440613
internal_weight=0 768.314 438.514 71.045 367.469 266.276 101.193 116.502 329.799 121.916 207.883
internal_count=4780 341 207 47 160 109 51 55 134 59 75
is_linear=0
shrinkage=0.06


Tree=174
num_leaves=12
num_cat=0
split_feature=17 101 100 94 1 141 57 54 28 123 13
split_gain=0.206497 0.567625 0.388756 0.235135 0.656024 0.641357 0.678155 1.06022 0.833292 0.56839 0.97749
threshold=0.19438949227333072 0.00040826165059115743 0.00085274505545385193 0.0012745757703669371 0.0020932231564074759 0.0018488886416889729 0.00080172589514404546 0.0027679565828293566 0.0013986918493174019 0.0031340263085439806 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 9 7 8 -7 10 -6
right_child=1 2 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=4.8981646595521589e-05 0.0063431328922945677 0.0030581306057219826 -0.0036352550131303284 0.00018811677055616605 -0.0036479192006760573 0.0048773279389959781 0.0060279352207374091 -0.0034678346415289432 -0.0046757067429467284 0.0017679940279241334 -0.014663290530105995
leaf_weight=2553.0500239133835 68.2357177734375 59.461981058120728 65.813320398330688 5942.4046043157578 270.12378251552582 130.22197651863098 51.573747038841248 287.01986396312714 43.970563888549805 55.634919404983521 32.489378929138184
leaf_count=1336 23 22 34 2886 163 56 18 170 27 21 24
internal_value=0 0.00194006 -0.000458236 -4.00815e-05 -0.000436113 -0.00185795 -0.000497112 -0.00122676 0.0024659 -0.00380582 -0.00483056
internal_weight=0 193.511 125.275 9366.49 3424.08 871.034 512.786 461.212 174.193 358.248 302.613
internal_count=4780 79 56 4701 1815 479 271 253 83 208 187
is_linear=0
shrinkage=0.06


Tree=175
num_leaves=12
num_cat=0
split_feature=39 62 52 34 88 40 28 14 25 79 33
split_gain=0.203144 0.492984 0.631134 0.638256 0.447203 0.441704 0.414921 0.301493 0.861666 0.638553 1.06544
threshold=0.028884131461381916 0.00040826165059115743 0.0053125319536775359 0.0068083447404205808 0.00039601318712811922 0.011519505176693203 0.0020292587578296666 0.0019672545604407792 0.0017376682371832433 0.020035739988088611 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -3 6 -6 9 -9 -1 -11
right_child=1 4 -4 -5 5 -7 -8 8 -10 10 -12
leaf_value=-0.00048626202098786422 0.0045703769601680251 0.0063158410189427753 -0.0060507572255543143 -0.0026260230680514103 0.001884599531637223 0.0036583552497550216 -0.0060171493600424814 0.0016501826539331921 -0.00030516804111412402 0.0073710648020682851 -0.0011019346179835735
leaf_weight=5168.7279385328293 87.605136752128601 88.490639448165894 63.339982867240906 89.895303726196289 51.573747038841248 121.8145809173584 44.621955871582031 1224.3757481575012 2404.9034028053284 100.20593512058258 114.44550848007202
leaf_count=2795 30 27 34 39 18 37 22 550 1148 32 48
internal_value=0 0.00112233 -0.00090904 0.000925752 0.00271853 0.00125838 -0.00178076 -6.81596e-05 0.00035449 -0.000353095 0.00285352
internal_weight=0 547.341 240.84 177.5 306.501 218.01 96.1957 9012.66 3629.28 5383.38 214.651
internal_count=4780 207 103 69 104 77 40 4573 1698 2875 80
is_linear=0
shrinkage=0.06


Tree=176
num_leaves=12
num_cat=0
split_feature=98 150 124 37 39 97 117 70 116 59 148
split_gain=0.211892 0.479138 0.44096 0.928135 1.1545 0.760534 0.835441 0.654842 0.612943 0.754593 0.784201
threshold=0.00096484774257987748 0.0060143163427710542 0.0022272822679951791 0.0016331639490090313 0.0031340263085439806 0.00064626874518580746 0.0095705352723598498 0.0026012937305495147 0.015200819820165636 0.015200819820165636 0.041476719081401832
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -5 6 -4 -7 9 10 -3
right_child=1 2 5 4 -6 7 -8 -9 -10 -11 -12
leaf_value=0.00037435366801060301 -0.00054080714200490699 -6.1445791272470349e-05 -0.0041072651161170644 -0.00023682873263047285 -0.0088577777811999318 0.00054502592106114758 0.0026235653411278478 0.0070672319884222028 0.003960666623972489 0.0055110179245111456 -0.0088356072230633756
leaf_weight=3468.389741063118 4416.9124792814255 608.11694169044495 109.0815521478653 158.51795268058777 86.40423309803009 88.775690317153931 169.61220645904541 147.48439908027649 185.43961465358734 82.241180419921875 39.023888826370239
leaf_count=1623 2278 367 55 97 62 40 65 45 84 37 27
internal_value=0 -0.000213146 0.000651039 2.27639e-06 -0.00327815 0.00211214 -1.09014e-05 0.00461649 0.000880534 9.7434e-05 -0.000590545
internal_weight=0 6091.61 1674.7 1159.74 244.922 514.954 278.694 236.26 914.822 729.382 647.141
internal_count=4780 3157 879 674 159 205 120 85 515 431 394
is_linear=0
shrinkage=0.06


Tree=177
num_leaves=12
num_cat=0
split_feature=100 101 110 20 49 49 19 43 85 125 7
split_gain=0.2031 0.666981 0.950844 0.640431 0.772991 0.646982 0.577802 0.696159 0.93641 0.564635 0.594785
threshold=0.00057154725072905432 0.0035485138650983576 0.0072436286136507997 0.0026833302108570938 0.00096484774257987748 0.00037263428384903824 0.0013986918493174019 0.00039601318712811922 0.00017767510871635753 0.027182282879948619 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 9 8 -8 10 -1
right_child=-2 -3 -4 5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00055385323558008765 -0.0001628810065679482 0.0023249232300193729 -0.005435387278364805 -0.0046492797719355754 -0.003257690786576855 0.0042401645606885037 0.00019181426300196317 -0.0032494286742758517 0.0052539391086314025 -0.0049083561740680699 0.0030717092988032896
leaf_weight=526.65938365459442 7097.8531326055527 543.53487503528595 111.42265927791595 157.39833927154541 162.4772447347641 36.265500426292419 220.40233111381531 67.401155233383179 326.3385636806488 74.403886556625366 235.84280812740326
leaf_count=305 3555 259 75 98 78 14 108 37 115 44 92
internal_value=0 0.000469552 -5.60673e-05 0.000275596 0.000666907 -0.00298464 0.00110635 0.00250402 0.00321329 8.07113e-05 0.000567537
internal_weight=0 2462.15 1918.61 1807.19 1613.53 193.664 1451.05 614.142 546.741 836.906 762.502
internal_count=4780 1225 966 891 779 112 701 260 223 441 397
is_linear=0
shrinkage=0.06


Tree=178
num_leaves=12
num_cat=0
split_feature=103 33 47 5 132 104 149 107 59 3 138
split_gain=0.193284 0.622529 0.771045 0.802447 0.610986 0.690579 0.534072 0.696909 0.757799 0.542249 0.533809
threshold=0.00096484774257987748 0.001792412775103003 0.0056525857653468856 0.0037758676335215573 0.0010263677686452868 0.024810968898236755 0.016164712607860569 0.004017772153019906 0.013032016810029747 0.00096484774257987748 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 10 5 -4 -1 9 -9 -8 -3
right_child=1 2 4 -5 -6 -7 7 8 -10 -11 -12
leaf_value=3.6497146955526537e-05 -0.0019934663727505242 0.004581258678292479 -0.0034640515716340141 -0.0032896088833983014 0.0038151998544581323 0.0043466383920119887 -0.002572318694845884 -0.00096682618721737458 0.007466856513778897 -0.0088480666118128069 0.0012063493605568175
leaf_weight=7468.7117718458176 260.41360294818878 367.1843980550766 250.10297155380249 80.938396453857422 76.592173218727112 48.683128237724304 236.74890089035034 352.75189411640167 43.034121036529541 62.688590884208679 312.14993047714233
leaf_count=3670 154 147 161 47 31 25 142 235 19 39 110
internal_value=0 0.000652405 0.00125912 0.00235767 -0.000965818 -0.00219141 -0.000111564 -0.00170217 -4.98253e-05 -0.00388617 0.00303051
internal_weight=0 1396.06 1135.65 760.273 375.378 298.786 8163.94 695.224 395.786 299.437 679.334
internal_count=4780 675 521 304 217 186 4105 435 254 181 257
is_linear=0
shrinkage=0.06


Tree=179
num_leaves=12
num_cat=0
split_feature=128 16 73 96 16 146 17 99 81 89 12
split_gain=0.215991 0.773915 0.637286 0.587205 0.417162 0.488309 0.415725 0.400082 0.398598 0.621164 0.851112
threshold=0.0048403022810816774 0.0030382014811038975 0.013032016810029747 0.013860232196748258 0.0016331639490090313 0.0010263677686452868 0.0012357163941487672 0.0056525857653468856 0.0021592099219560628 0.00068727668258361529 0.024810968898236755
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 8 -6 -7 -4 -2 10 -10
right_child=1 -3 7 -5 5 6 -8 -9 9 -11 -12
leaf_value=-1.7708873482067869e-05 -0.0018703410680810547 0.003360056156251011 0.0025966809979748044 -0.0073826031464277421 0.00098635797860626893 -0.010344085500620121 -0.0024003611502350663 -0.0013637560571393057 -0.00056340217144557178 0.0011520337472309566 -0.0076087109344090791
leaf_weight=6615.4298436641693 511.84970855712891 172.08554399013519 550.70018684864044 48.031736254692078 50.688244342803955 46.678012132644653 48.214906811714172 110.20116555690765 516.46039259433746 819.55153548717499 70.108603477478027
leaf_count=3480 263 65 204 30 21 29 21 54 239 335 39
internal_value=0 -0.000509073 0.000159772 -0.000824391 -0.000671741 -0.00376819 -0.00630789 0.0019363 -0.000436708 8.51563e-05 -0.00140548
internal_weight=0 2283.67 7276.33 2111.58 2063.55 145.581 94.8929 660.901 1917.97 1406.12 586.569
internal_count=4780 1042 3738 977 947 71 50 258 876 613 278
is_linear=0
shrinkage=0.06


Tree=180
num_leaves=12
num_cat=0
split_feature=4 11 37 2 142 95 81 14 72 38 8
split_gain=0.197694 0.821846 0.772867 0.58991 0.582818 0.580683 0.629068 0.560017 0.665117 0.917018 0.605223
threshold=0.00096484774257987748 0.00747153488919139 0.00044738779251929378 0.00043393640953581786 0.021960759535431865 0.00047558375808876013 0.0013146653072908523 0.0019672545604407792 0.0028552538715302949 0.0011261500185355546 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -3 -7 8 9 10 -4
right_child=-2 3 7 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.0004688373156542111 -0.00028665914976170421 -0.00025633087933207447 -0.00052656515254558304 -0.0021976738300471827 0.0063683775664647845 -0.0025958987451164413 0.0041134069047937434 4.1978579543492633e-05 -0.003585908744615248 0.0070840662049293374 -0.008194221336639794
leaf_weight=2260.5133831501007 4544.1419566869736 204.39175236225128 330.99042785167694 110.20116555690765 61.93531858921051 55.685859560966492 521.02013647556305 889.21250760555267 487.66584491729736 52.510189890861511 41.731337070465088
leaf_count=1140 2319 98 197 54 22 32 204 423 236 26 29
internal_value=0 0.0002597 -9.73231e-05 0.00191186 0.000626167 0.00249165 0.00346557 -0.00102971 -0.0020736 -0.000339246 -0.00138506
internal_weight=0 5015.86 4124.56 891.299 2322.45 781.098 576.706 1802.11 912.898 425.232 372.722
internal_count=4780 2461 2073 388 1162 334 236 911 488 252 226
is_linear=0
shrinkage=0.06


Tree=181
num_leaves=12
num_cat=0
split_feature=108 101 98 99 40 87 107 97 0 113 99
split_gain=0.193361 0.515164 0.433082 0.262283 0.246862 0.700701 0.651621 0.592227 0.803003 0.696009 0.634693
threshold=0.079227816313505187 0.0042751494329422721 0.00017767510871635753 0.0022272822679951791 0.0066005610860884198 0.00038414125447161501 0.0051502294372767219 0.018276390619575981 0.0038949446752667431 0.0005893622583243997 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 7 6 -6 -1 10 -10 -9
right_child=1 -3 3 -5 5 -7 -8 8 9 -11 -12
leaf_value=-0.00045112199181779116 0.0037801685031181734 0.007871809498117931 -0.0048573961301549206 0.00089667268414792836 0.00092489776183187096 -0.00036933160718820762 0.005146217037342497 0.0022183135180208623 0.0026042111980210982 -0.0044303432819395045 0.0094507198126440872
leaf_weight=5363.3791612386703 80.887456297874451 40.326672792434692 56.622302412986755 57.456864953041077 1358.9742980003357 2060.3247935771942 145.76433384418488 125.92669343948364 108.56239056587219 94.892918944358826 66.881993651390076
leaf_count=2926 36 17 40 26 580 930 62 51 40 50 22
internal_value=0 0.00169871 0.000421874 -0.00195931 -4.28641e-05 0.000349532 0.00133382 -0.000285747 0.00195258 -0.000676752 0.00472711
internal_weight=0 235.293 194.967 114.079 9324.71 3565.06 1504.74 5759.64 396.264 203.455 192.809
internal_count=4780 119 102 66 4661 1572 642 3089 163 90 73
is_linear=0
shrinkage=0.06


Tree=182
num_leaves=12
num_cat=0
split_feature=148 10 101 36 37 91 68 99 128 42 0
split_gain=0.189291 0.528445 0.750001 0.725314 0.659397 0.630585 0.568425 0.567021 0.448066 0.422706 0.646733
threshold=0.041476719081401832 0.012252715881913902 0.00017767510871635753 0.0015833032084628942 0.00044738779251929378 0.0022272822679951791 0.0079489401541650313 0.0026012937305495147 0.0022272822679951791 0.0011261500185355546 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 7 8 -6 -3 -2 -4 -1 -11
right_child=1 6 4 -5 5 -7 -8 -9 -10 10 -12
leaf_value=-0.00053174515991130731 0.0051724820812771369 -0.008321454047048869 -0.0027943657183677919 -0.0038542886609838085 -0.0047472157182740704 0.0020444684900210331 -0.0013806461401141563 -0.0010209304201856677 -0.010043819590337844 0.00012979182052759572 0.0020021579011161145
leaf_weight=2731.0999760627747 188.69657456874847 62.220369458198547 95.07608950138092 60.632534623146057 69.640382051467896 167.79026091098785 133.86586761474609 74.118835687637329 45.324288010597229 5169.521320939064 762.01338028907776
leaf_count=1378 59 35 41 32 35 60 66 31 28 2675 340
internal_value=0 -0.000829521 -5.96028e-05 0.00206112 -0.00187508 5.2411e-05 -0.00358304 0.00342582 -0.00513465 8.59304e-05 0.000370331
internal_weight=0 897.365 701.279 323.448 377.831 237.431 196.086 262.815 140.4 8662.63 5931.53
internal_count=4780 387 286 122 164 95 101 90 69 4393 3015
is_linear=0
shrinkage=0.06


Tree=183
num_leaves=12
num_cat=0
split_feature=51 114 79 46 94 129 110 79 94 103 11
split_gain=0.186587 0.740921 0.760165 0.572817 0.221536 0.683303 0.82003 0.575892 0.661111 0.870225 0.631173
threshold=0.045367386192083366 0.00082683752407319855 0.0038949446752667431 0.0028552538715302949 0.0084566329605877417 0.0092791137285530585 0.00057154725072905432 0.0026012937305495147 0.015200819820165636 0.00055427959887310873 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 7 -7 -6 9 -9 -10
right_child=1 2 -4 -5 5 6 -8 8 10 -11 -12
leaf_value=-0.00017701168119820104 -0.0041718293374034578 0.011329501063101611 -0.0024264686081823068 0.0026748239945209875 -0.00077404746936212353 -0.0055689740445696734 0.0018509787479931818 0.0045303829964128848 0.0013066933486152066 -0.002220050291016564 -0.0041749911498079285
leaf_weight=7665.9078623056412 56.388191699981689 49.985912203788757 48.683128237724304 61.283926606178284 434.23980224132538 130.50702738761902 91.014917135238647 413.10913789272308 434.87060415744781 82.475291132926941 91.53407871723175
leaf_count=3865 38 15 25 27 255 69 38 159 197 39 53
internal_value=0 0.00174201 0.00382682 0.00656278 -4.03342e-05 0.000584167 -0.0025204 0.00105643 0.0018342 0.00340697 0.000353509
internal_weight=0 216.341 159.953 111.27 9343.66 1677.75 221.522 1456.23 1021.99 495.584 526.405
internal_count=4780 105 67 42 4675 810 107 703 448 198 250
is_linear=0
shrinkage=0.06


Tree=184
num_leaves=12
num_cat=0
split_feature=128 25 42 25 47 146 74 6 10 101 43
split_gain=0.188575 0.698594 0.897681 0.783512 1.17961 0.62382 0.520664 0.643372 0.503304 0.564208 0.737839
threshold=0.0048403022810816774 0.0051502294372767219 0.0035485138650983576 0.0032328735105693345 0.019431582652032379 0.00077738583786413084 0.00064626874518580746 0.00068727668258361529 0.00050559637020342063 0.0087224207818508166 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 -3 -10 -11
right_child=1 8 3 -5 -6 6 7 -9 9 10 -12
leaf_value=0.00014928802474683506 -0.003488759453095255 -0.0024028744553199364 0.0084175411901364454 -0.005821754352771635 -0.004882727604102923 0.004578961640178107 -0.0041976075522554886 0.0048340017823305468 0.0013346493543743376 0.00065333888932287494 -0.009335454121052111
leaf_weight=7276.3311960697174 494.66857624053955 195.61801564693451 61.467097163200378 66.28154182434082 87.707017064094543 113.50906562805176 81.121567010879517 43.685513019561768 1026.467565536499 70.291774034500122 42.850950479507446
leaf_count=3738 243 97 18 38 52 40 38 14 444 30 28
internal_value=0 -0.000475668 -0.00172081 0.000206471 0.00123762 0.00302824 0.00163821 -0.00103632 0.000408784 0.000891415 -0.00312975
internal_weight=0 2283.67 948.44 453.772 387.49 299.783 238.316 124.807 1335.23 1139.61 113.143
internal_count=4780 1042 443 200 162 110 92 52 599 502 58
is_linear=0
shrinkage=0.06


Tree=185
num_leaves=12
num_cat=0
split_feature=17 148 98 125 25 87 72 108 127 39 3
split_gain=0.183076 0.620478 0.432449 0.213365 0.373554 0.454352 0.805938 0.448731 0.385563 0.310562 0.40911
threshold=0.19438949227333072 0.0060143163427710542 0.00080172589514404546 0.04273676127195359 0.044033329933881767 0.00017767510871635753 0.019431582652032379 0.0019672545604407792 0.00039601318712811922 0.028884131461381916 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 9 5 6 7 -5 -9 -1 -11
right_child=1 2 -4 4 -6 -7 -8 8 -10 10 -12
leaf_value=-5.9714811206608483e-05 0.0054409369108492185 0.0020600997463094141 -0.0057889064281456985 -0.0059527042783651361 -0.0053458234606218397 -0.0030887676496704304 0.0074817759923960269 -0.0024682972302377442 0.0051561022990678921 0.002701851142543568 -0.0011129622846497431
leaf_weight=8480.3197921514511 90.780806422233582 57.874146223068237 44.856066584587097 45.792509436607361 70.576824903488159 145.86621415615082 55.166697978973389 48.683128237724304 46.861182689666748 326.57267439365387 146.64983654022217
leaf_count=4304 36 19 24 32 43 84 17 25 20 117 59
internal_value=0 0.00182673 -0.00136709 -3.774e-05 -0.00137118 -0.000551844 0.00133134 -0.00106931 0.00127121 2.37598e-05 0.00151966
internal_weight=0 193.511 102.73 9366.49 412.947 342.37 196.504 141.337 95.5443 8953.54 473.223
internal_count=4780 79 43 4701 221 178 94 77 45 4480 176
is_linear=0
shrinkage=0.06


Tree=186
num_leaves=12
num_cat=0
split_feature=95 31 81 44 87 29 135 15 17 97 39
split_gain=0.216344 0.439865 0.433103 0.42675 0.6572 0.615791 0.610564 0.562517 0.894922 0.711168 0.702061
threshold=0.0012745757703669371 0.039062514901161201 0.0025217677466571335 0.00090704852482303988 0.00017767510871635753 0.0032328735105693345 0.0053125319536775359 0.007706565549597145 0.00093549740267917525 0.0016846025246195497 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 -2 7 8 -5 10 -9
right_child=3 2 -4 4 -6 -7 -8 9 -10 -11 -12
leaf_value=0.00014195012467189971 -0.0033267726516147652 -0.0014907016139434769 0.0040405229471263977 -0.00010077930225818931 -0.00054778607627378219 -1.5245098333445025e-05 0.005176018161726509 -0.00016222837426164291 0.0043093332771541861 0.0050942036474061802 -0.0060061423566606358
leaf_weight=4608.580962896347 374.72688102722168 68.286657929420471 200.88009166717529 402.4321653842926 2685.1752362251282 438.95236659049988 121.6314103603363 206.96697020530701 281.53343725204468 55.634919404983521 115.19878077507019
leaf_count=2299 222 34 68 184 1366 253 46 120 102 21 65
internal_value=0 0.000279648 0.00263727 -0.000291324 -2.86233e-05 -0.00154032 0.00114938 0.000688102 0.00171451 -0.00117009 -0.00225187
internal_weight=0 4877.75 269.167 4682.25 3868.57 813.679 1183.4 1061.77 683.966 377.801 322.166
internal_count=4780 2401 102 2379 1904 475 538 492 286 206 185
is_linear=0
shrinkage=0.06


Tree=187
num_leaves=12
num_cat=0
split_feature=100 101 97 102 11 0 100 131 109 73 131
split_gain=0.201034 0.577345 0.541598 0.593735 0.540753 0.561257 0.549301 0.698335 0.667002 0.568063 0.516993
threshold=0.00057154725072905432 0.0035485138650983576 0.012636432424187662 0.0041444667149335155 0.0012357163941487672 0.0058306583669036635 0.00017767510871635753 0.0033348383149132137 0.0030382014811038975 0.013032016810029747 0.040252277627587325
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 8 -8 9 -6 -2
right_child=10 4 3 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-0.0003813703291241244 -3.3472384032474523e-05 -0.00086715273257268193 0.0052972506336898713 -0.0011568058255783213 -0.00030028859633376211 -0.0014196721136683194 -0.0039314323517596634 0.0060660718269521458 0.0096643947849862216 0.0082336119340075554 -0.0022014053731562364
leaf_weight=1702.1384829282761 6676.8861107826233 150.34466779232025 132.87848460674286 83.594904541969299 71.696438312530518 72.113719582557678 53.446632742881775 47.512574672698975 102.2619913816452 46.15885055065155 420.96702182292938
leaf_count=881 3350 80 47 38 42 35 34 15 39 14 205
internal_value=0 0.000467158 -2.18687e-05 0.00280491 0.00219336 0.00336361 0.00443794 0.000773509 0.00611867 0.00304207 -0.00016205
internal_weight=0 2462.15 1918.61 216.473 543.535 393.19 321.076 100.959 220.117 117.855 7097.85
internal_count=4780 1225 966 85 259 179 144 49 95 56 3555
is_linear=0
shrinkage=0.06


Tree=188
num_leaves=12
num_cat=0
split_feature=59 131 120 25 36 121 1 76 91 128 43
split_gain=0.198809 0.542362 0.722397 1.03857 0.799828 1.04961 0.988515 0.657079 0.555991 0.628514 0.99482
threshold=0.0034400182776153092 0.011880517937242987 0.00073092587990686308 0.00090704852482303988 0.0015833032084628942 0.00017767510871635753 0.0053125319536775359 0.00077738583786413084 0.0042751494329422721 0.00060774214216507982 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 -3 6 -6 -5 -4 -2 -10 -11
right_child=1 2 7 4 5 -7 -8 -9 9 10 -12
leaf_value=0.00026583615140561551 -0.00044084270381499223 -0.0057956623768548815 0.0060913474956361792 -0.0014762531212091892 0.00044763371685370147 -0.012374583403028185 0.0062664683101426866 -0.0029375937946090154 0.0026869076551253581 0.0012833553489731307 -0.0044729367268855919
leaf_weight=4917.830514550209 2853.5355988740921 231.51717495918274 71.828668713569641 189.26667630672455 49.568630933761597 42.850950479507446 86.485523343086243 48.683128237724304 509.87494254112244 412.0404646396637 146.51760613918304
leaf_count=2511 1452 129 22 85 22 28 31 25 225 171 79
internal_value=0 -0.000281622 -0.00179505 -0.0026469 -0.000666865 -0.00549747 0.000952135 0.00244393 -3.70811e-06 0.00116378 -0.000226601
internal_weight=0 4642.17 720.201 599.689 368.172 92.4196 275.752 120.512 3921.97 1068.43 558.558
internal_count=4780 2269 342 295 166 50 116 47 1927 475 250
is_linear=0
shrinkage=0.06


Tree=189
num_leaves=12
num_cat=0
split_feature=135 146 47 80 46 1 95 96 66 148 14
split_gain=0.182555 0.622777 0.389219 0.539311 0.464618 0.404976 0.267287 0.223058 0.528019 0.71891 0.544689
threshold=0.035692447796463973 0.0028552538715302949 0.0014427106943912806 0.0062037324532866487 0.010829726699739696 0.00062670491752214741 0.00017767510871635753 0.0010918468469753864 0.0060143163427710542 0.017188700847327713 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 4 5 -3 -4 -2 -1 10 -10 -9
right_child=1 2 3 -5 -6 -7 -8 8 9 -11 -12
leaf_value=0.00036836537926282525 -0.00018639998134135609 -0.0041482056372407761 0.010272088903697555 -0.00097207176303316857 0.0039916078576191392 0.0034278866215681362 -0.0075820848109488794 -0.00013996987237656851 -0.0013189967330313993 -0.012379271583754296 -0.0071522934209304412
leaf_weight=3053.1334966421127 37.201943278312683 53.863914012908936 55.166697978973389 49.568630933761597 47.512574672698975 71.41138744354248 33.374881625175476 6015.7907577753067 73.050162434577942 29.781930685043335 40.143502235412598
leaf_count=1583 22 27 17 22 15 29 21 2953 43 22 26
internal_value=0 0.00134878 0.00262859 0.00433322 -0.000333283 0.0064108 -0.00368373 -5.09678e-05 -0.000258847 -0.00452224 -0.000186453
internal_weight=0 348.1 277.523 176.147 101.376 126.578 70.5768 9211.9 6158.77 102.832 6055.93
internal_count=4780 153 110 68 42 46 43 4627 3044 65 2979
is_linear=0
shrinkage=0.06


Tree=190
num_leaves=12
num_cat=0
split_feature=143 36 93 141 1 148 93 24 36 57 31
split_gain=0.185534 0.76085 0.747195 0.525023 0.517885 0.351086 0.383729 0.323179 0.307195 0.305508 0.68256
threshold=0.035692447796463973 0.00096484774257987748 0.0017376682371832433 0.0026833302108570938 0.00017767510871635753 0.0051502294372767219 0.00040826165059115743 0.0020292587578296666 0.0026833302108570938 0.00066645268816500913 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -4 7 -6 -7 -2 -3 -1 -11
right_child=1 8 3 -5 5 6 -8 -9 -10 10 -12
leaf_value=-5.5443155314407187e-05 -0.0033686449964016301 -0.010797445727224532 0.0066720635519483462 -0.00084193207362990891 -0.00077188982631949145 -0.003473442796018137 -0.011515573384919422 0.0032146345348653066 -0.0027201483881483554 -0.0022119318014607154 0.0019290811719925706
leaf_weight=8190.6943602561951 41.263115644454956 36.316440582275391 77.71178662776947 58.810589075088501 57.039583683013916 51.390576481819153 36.550551295280457 76.826283931732178 31.787046790122986 178.72193419933319 722.88761115074158
leaf_count=4154 25 25 30 27 33 27 27 33 18 90 291
internal_value=0 -0.00116544 -0.000166369 0.00343521 -0.00203544 -0.00443805 -0.00681596 0.000914287 -0.0070274 5.99485e-05 0.00110823
internal_weight=0 467.696 399.592 136.522 263.07 144.981 87.9411 118.089 68.1035 9092.3 901.61
internal_count=4780 245 202 57 145 87 54 58 43 4535 381
is_linear=0
shrinkage=0.06


Tree=191
num_leaves=12
num_cat=0
split_feature=70 108 35 128 92 110 1 11 72 10 86
split_gain=0.186884 0.541165 0.602782 0.4181 0.515703 0.375771 0.296665 0.236195 0.52737 0.887946 1.14495
threshold=0.034632634371519096 0.0060143163427710542 0.0033348383149132137 0.00039601318712811922 0.00244467705488205 0.00044738779251929378 0.091400381177663817 0.00070876078098081063 0.030689206905663017 0.00899649551138282 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -3 -5 -4 7 8 -1 10 -10
right_child=1 3 5 4 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.0009263702882442821 0.0083431885526021165 -0.0041714579380578995 0.0038969816322797831 0.0036959439143440737 -0.0041397940846144652 -0.0034931689502953568 -0.0027727025026537855 0.00016256105463177781 0.0059791492759909545 -0.0061967562292912755 -0.002259566932017374
leaf_weight=1895.4056314229965 65.528269529342651 78.933280348777771 63.054931998252869 97.966708302497864 43.736453175544739 40.794894218444824 142.32420337200165 6823.6475876569748 170.91499042510986 43.502342462539673 94.190586805343628
leaf_count=1053 21 51 21 34 25 21 96 3336 55 23 44
internal_value=0 0.00128633 0.00383719 -0.000671908 0.00127746 0.00099394 -5.47098e-05 -1.18597e-05 -0.000551868 0.00174825 0.00305198
internal_weight=0 390.015 169.378 220.636 141.703 103.85 9169.99 9027.66 2204.01 308.608 265.106
internal_count=4780 173 63 110 59 42 4607 4511 1175 122 99
is_linear=0
shrinkage=0.06


Tree=192
num_leaves=12
num_cat=0
split_feature=95 50 22 29 131 19 129 14 101 112 107
split_gain=0.191721 0.408482 0.4443 0.664514 0.924913 0.668597 0.7034 0.870623 0.645905 0.599342 0.901111
threshold=0.0012745757703669371 0.12767273932695392 0.00037263428384903824 0.0087224207818508166 0.028884131461381916 0.034632634371519096 0.00017767510871635753 0.0011980500421486797 0.0022272822679951791 0.00057154725072905432 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -6 -8 -11
right_child=-2 -3 3 -5 8 -7 9 -9 -10 10 -12
leaf_value=-5.7164067038205482e-05 -0.00027424528150281607 -0.0026236632039592189 0.001902510990073745 -0.00091855602543504389 -7.8022125514197064e-06 -0.0038357613740938705 0.0031008608008677922 0.010892181976120038 -0.008423652498546293 0.0016699997221446415 -0.0075432096859368736
leaf_weight=3074.3248611688614 4682.252167224884 170.28418850898743 74.352946400642395 411.30778241157532 120.74590766429901 56.337251543998718 640.54455041885376 81.070626854896545 45.090177297592163 152.71612501144409 50.973295211791992
leaf_count=1595 2379 113 33 207 49 27 232 27 26 58 34
internal_value=0 0.000263254 0.000367683 0.00116744 0.00186966 0.00252385 0.00288225 0.00659162 -0.00229604 0.00219936 -0.000635607
internal_weight=0 4877.75 4707.46 1633.14 1221.83 1055.99 999.658 155.424 165.836 844.234 203.689
internal_count=4780 2401 2288 693 486 411 384 60 75 324 92
is_linear=0
shrinkage=0.06


Tree=193
num_leaves=12
num_cat=0
split_feature=75 19 42 24 9 28 59 15 36 84 126
split_gain=0.177133 0.633667 1.20906 0.695296 0.60038 0.70421 0.68923 0.699333 0.690024 0.614302 0.87034
threshold=0.013860232196748258 0.010180860292166473 0.0035485138650983576 0.0095705352723598498 0.00017767510871635753 0.00017767510871635753 0.00099512818269431613 0.0087224207818508166 0.0048403022810816774 0.00040826165059115743 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 9 8 -8 -7 -11
right_child=1 2 -4 -5 -6 6 7 -9 -10 10 -12
leaf_value=9.8926243707366809e-05 0.0032202206240936823 -0.0010344630120711449 -0.010561405963052139 -0.0057213760029586197 0.0022256330195901549 0.0034630687528869417 -0.010686040215977981 0.0014981346799193441 -0.00060091077261818597 -0.0080797711671340422 0.0023856304168928338
leaf_weight=8336.8456252813339 113.50906562805176 206.58003902435303 62.454480171203613 69.640382051467896 400.04011809825897 100.02276456356049 80.052893757820129 41.212175488471985 35.145887017250061 58.627418518066406 55.869030117988586
leaf_count=4251 40 85 37 35 153 41 50 14 15 36 23
internal_value=0 -0.000674267 -0.00324608 5.09095e-05 0.000505396 -0.00091514 -0.00218061 -0.00520952 -0.00760918 2.78411e-05 -0.00297313
internal_weight=0 1223.15 269.035 954.12 884.479 484.439 370.93 156.411 115.199 214.519 114.496
internal_count=4780 529 122 407 372 219 179 79 65 100 59
is_linear=0
shrinkage=0.06


Tree=194
num_leaves=12
num_cat=0
split_feature=143 108 17 140 105 72 113 135 80 78 43
split_gain=0.180575 0.568398 0.782875 0.624789 0.539712 0.525832 0.518068 0.921909 0.64626 0.479736 0.477598
threshold=0.0070226341485977182 0.015200819820165636 0.000490355829242617 0.021960759535431865 0.00052132029668428015 0.001792412775103003 0.0051502294372767219 0.0037758676335215573 0.0014427106943912806 0.019431582652032379 0.066585760563611998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 9 -6 7 8 -4 -3 -2
right_child=10 2 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-5.1058647908375122e-05 -0.00038810556445529237 0.00053748514755207102 0.0075470255015119133 -0.0025115729914350696 0.001610571964414681 -0.0042722166869012517 0.0078989103866388809 -0.003668715423823651 0.00072941945148733605 0.0068412831235059946 0.0059512789487290527
leaf_weight=4765.4297904968262 3814.8412359952927 218.03087389469147 124.75613987445831 55.034467577934265 86.119182229042053 149.92738652229309 105.43766105175018 59.278810501098633 83.594904541969299 54.281195282936096 43.268231749534607
leaf_count=2424 1857 130 41 37 49 87 45 31 38 20 21
internal_value=0 0.000214501 0.00156587 0.00345632 -2.61228e-05 -0.00212594 0.00433669 0.00293329 0.00481166 0.00179405 -0.00031701
internal_weight=0 5701.89 936.461 428.102 508.359 236.047 373.068 267.63 208.351 272.312 3858.11
internal_count=4780 2902 478 192 286 136 155 110 79 150 1878
is_linear=0
shrinkage=0.06


Tree=195
num_leaves=12
num_cat=0
split_feature=146 99 85 116 138 149 32 44 100 1 17
split_gain=0.184132 0.549285 0.88277 0.640043 0.600138 0.640242 0.554716 0.650629 0.788949 0.562975 0.574982
threshold=0.011519505176693203 0.0046923852059990176 0.0092791137285530585 0.0038949446752667431 0.00073092587990686308 0.0041444667149335155 0.0058306583669036635 0.0098710241727530974 0.0058306583669036635 0.00093549740267917525 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -3 10 -8
right_child=1 6 -4 -5 -6 -7 9 -9 -10 -11 -12
leaf_value=0.00013377993478821867 0.00066921664011846912 -0.0036520575596305244 0.0048434355250796196 -0.0018004483037762818 -0.0012832223108047531 0.0060063048265594611 -0.00041662347483919875 -0.0071221295472581577 0.0030034806072009768 -0.001718745241699908 0.0089307929788345081
leaf_weight=7598.6898776292801 217.46077215671539 232.453617811203 133.76398730278015 539.75875353813171 233.00312948226929 128.86825239658356 50.270963072776794 112.30816197395325 88.541579604148865 180.07565832138062 44.805126428604126
leaf_count=3819 104 137 44 269 110 55 28 72 38 91 13
internal_value=0 -0.000518303 0.000236759 -0.000313873 0.00107116 0.00265514 -0.00185358 -0.00319147 -0.00181623 0.000253304 0.0039884
internal_weight=0 1961.31 1252.85 1119.09 579.332 346.329 708.455 433.303 320.995 275.152 95.0761
internal_count=4780 961 582 538 269 159 379 247 175 132 41
is_linear=0
shrinkage=0.06


Tree=196
num_leaves=12
num_cat=0
split_feature=100 9 54 51 39 144 149 116 122 99 14
split_gain=0.181728 0.539284 0.809028 0.770228 0.572302 0.717562 0.55966 0.490122 0.459555 0.440055 0.409278
threshold=0.00057154725072905432 0.00040826165059115743 0.0012745757703669371 0.0018488886416889729 0.00244467705488205 0.00044738779251929378 0.00042089859198313212 0.0012357163941487672 0.00017767510871635753 0.0019672545604407792 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 8 5 -4 -6 -7 -3 -1 -8
right_child=-2 2 4 -5 6 7 10 -9 -10 -11 -12
leaf_value=-0.00092011325795134048 -0.00015407302947654847 0.00069190553996130823 5.6322361195983036e-05 -0.0027171009776325783 0.0047248572914546632 0.0041566125503853888 -0.0042268522099995678 0.011594931970908379 0.0078381241253223308 0.0011082050418121509 0.0022060233380168269
leaf_weight=1048.1173914670944 7097.8531326055527 106.13999319076538 51.858797907829285 211.67953455448151 116.21651387214661 55.869030117988586 68.520768642425537 74.302006244659424 46.627071976661682 608.69680345058441 74.118835687637329
leaf_count=555 3555 51 31 118 42 23 36 22 18 298 31
internal_value=0 0.00044416 0.00171782 -0.000373846 0.00344683 0.00602469 0.00163406 0.00840243 0.00287305 -0.00017493 -0.000884181
internal_weight=0 2462.15 805.333 364.447 440.886 182.03 258.856 130.171 152.767 1656.81 142.64
internal_count=4780 1225 372 187 185 76 109 45 69 853 67
is_linear=0
shrinkage=0.06


Tree=197
num_leaves=12
num_cat=0
split_feature=141 30 29 138 144 5 61 105 93 11 1
split_gain=0.182665 0.432382 0.531747 0.42685 0.391091 0.249491 0.667223 0.452988 0.36626 0.365495 0.424855
threshold=0.031632266007363803 0.0022975050378590827 0.0023699469165876512 0.0020292587578296666 0.0013146653072908523 0.010829726699739696 0.0027679565828293566 0.0022272822679951791 0.0014881226234138014 0.0054799309000372895 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 -2 -1 7 8 -7 10 -8
right_child=1 2 -4 -5 -6 6 9 -9 -10 -11 -12
leaf_value=2.9690477662541409e-05 0.00056667061374816895 0.0013523693777691811 -0.0078381190716491668 0.0077741090419922616 0.0069037434396673194 -0.0033276952623053518 -0.0013808011986886563 -0.0057935081259226397 0.0016743768671553915 -0.0023685851537351434 0.0040537776108036452
leaf_weight=8437.7940026521683 279.26386034488678 54.515305995941162 38.789778113365173 42.331788897514343 40.092562079429626 131.49441039562225 80.521115183830261 129.90657556056976 87.941127777099609 92.236410856246948 145.11294186115265
leaf_count=4152 146 22 25 13 15 88 54 85 54 59 67
internal_value=0 0.00117324 -0.0024684 0.00211268 0.00136224 -5.8629e-05 -0.00117555 -0.00298544 -0.00132306 0.000813546 0.00211436
internal_weight=0 454.993 93.3051 361.688 319.356 9105.01 667.213 349.342 219.436 317.87 225.634
internal_count=4780 221 47 174 161 4559 407 227 142 180 121
is_linear=0
shrinkage=0.06


Tree=198
num_leaves=12
num_cat=0
split_feature=98 150 97 19 59 43 100 40 121 113 121
split_gain=0.169548 0.408703 0.790584 0.461224 1.0088 0.659883 0.583951 0.732802 0.542218 0.453052 0.450996
threshold=0.00096484774257987748 0.0060143163427710542 0.00043393640953581786 0.00060774214216507982 0.011169348377734424 0.0017376682371832433 0.0044099434744566688 0.0027679565828293566 0.0025217677466571335 0.0030382014811038975 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 10 -8 -7 -10 -5
right_child=1 2 -4 5 -6 8 7 -9 9 -11 -12
leaf_value=0.00033486615942984808 -0.00049328348054132197 0.00020226515852702563 0.0024320805690741898 -0.0062439794436913278 0.011903490074051703 -0.0051506275208140894 -0.0031149616376450928 0.0050250773883617804 0.0042155147558496659 -0.0016338325953286614 0.0018925682523518944
leaf_weight=3468.389741063118 4416.9124792814255 126.54773533344269 565.97808337211609 52.561130046844482 33.558052182197571 146.56854629516602 52.092908620834351 168.90987432003021 53.62980329990387 428.87584590911865 45.975679993629456
leaf_count=1623 2278 88 250 37 12 90 33 59 25 262 23
internal_value=0 -0.000190663 0.000607479 -0.000323942 0.00265483 -0.000826696 0.00139369 0.00310638 -0.00195455 -0.000983686 -0.0024476
internal_weight=0 6091.61 1674.7 1108.72 160.106 948.614 319.54 221.003 629.074 482.506 98.5368
internal_count=4780 3157 879 629 100 529 152 92 377 287 60
is_linear=0
shrinkage=0.06


Tree=199
num_leaves=12
num_cat=0
split_feature=128 16 54 3 88 3 94 125 99 140 25
split_gain=0.175558 0.657801 0.573537 0.540206 0.710956 0.577829 0.734813 0.591708 0.482429 0.58209 0.477296
threshold=0.0048403022810816774 0.0030382014811038975 0.0017376682371832433 0.0037758676335215573 0.030689206905663017 0.00244467705488205 0.0022272822679951791 0.001792412775103003 0.0016846025246195497 0.0051502294372767219 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 -3 5 8 -1 -7 -8 9 -5 -2
right_child=1 2 -4 4 -6 6 7 -9 -10 -11 -12
leaf_value=0.00014473192530506382 -0.0017867604447761908 -0.00098168237304039566 0.0060418332977314818 0.001436672571794735 0.006217480476779955 -0.0058411815348302929 0.0053452253074030348 -0.0021524377387848212 0.0037973680938724265 -0.0060887930270249954 3.4962713659809127e-05
leaf_weight=6580.1820763349533 909.46742928028107 71.879608869552612 100.20593512058258 94.373757362365723 117.98751926422119 134.56819975376129 52.927471160888672 133.39764618873596 102.02788066864014 60.866645336151123 1202.1157103776932
leaf_count=3443 427 33 32 35 36 72 19 62 37 34 550
internal_value=0 -0.000458957 0.00310813 0.000144043 0.00236106 2.34897e-05 -0.00246268 -2.26533e-05 0.000592445 -0.00151391 -0.000749661
internal_weight=0 2283.67 172.086 7276.33 375.256 6901.08 320.893 186.325 257.268 155.24 2111.58
internal_count=4780 1042 65 3738 142 3596 153 81 106 69 977
is_linear=0
shrinkage=0.06


Tree=200
num_leaves=12
num_cat=0
split_feature=103 116 122 26 31 58 44 124 101 11 42
split_gain=0.173324 0.769005 0.823383 0.601136 0.552216 0.548035 0.532906 0.5874 0.52303 0.652473 0.539913
threshold=0.00096484774257987748 0.0022975050378590827 0.0012357163941487672 0.0031340263085439806 0.0016846025246195497 0.013860232196748258 0.0028552538715302949 0.00087947337306104611 0.0014881226234138014 0.0054799309000372895 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 -2 7 -3 -8 10 -10
right_child=1 6 -4 -5 -6 -7 8 -9 9 -11 -12
leaf_value=-3.9157657683405605e-05 0.00091662516693833372 -0.00067220788706733785 0.0063041587619127844 -0.0040924834754233865 0.0046017321766288304 -0.0052067098931282141 0.002141516402059806 -0.0092641326395024749 -0.00064399581374202739 0.0007979041171048846 -0.0074877970424379403
leaf_weight=8030.0184710025787 339.42817354202271 65.396039128303528 134.23220872879028 133.91680777072906 120.27768623828888 62.271309614181519 245.78709840774536 50.973295211791992 79.29962146282196 211.3435435295105 87.055625081062317
leaf_count=4028 174 41 48 77 45 46 103 34 33 94 57
internal_value=0 0.0006178 0.00211306 -0.000105646 0.00103527 -3.2612e-05 -0.000708406 -0.00443573 -1.2726e-05 -0.0014146 -0.00422544
internal_weight=0 1396.06 656.209 8163.94 521.977 401.699 739.855 116.369 623.486 377.699 166.355
internal_count=4780 675 313 4105 265 220 362 75 287 184 90
is_linear=0
shrinkage=0.06


Tree=201
num_leaves=12
num_cat=0
split_feature=69 5 92 121 148 46 7 128 105 7 136
split_gain=0.175905 0.625523 0.536286 0.783418 0.708619 0.509343 0.404446 0.376279 0.348112 0.421024 0.267022
threshold=0.014293605927377941 0.0044099434744566688 0.0014427106943912806 0.0098710241727530974 0.023343417793512348 0.0038949446752667431 0.0051502294372767219 0.0022272822679951791 0.0017376682371832433 0.0013986918493174019 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 5 -2 8 -8 -4 -10 -1
right_child=1 -3 6 -5 -6 -7 7 -9 9 -11 -12
leaf_value=0.00013253198531341999 0.00070805151653048322 -0.0075365360100413331 -0.002199355380230601 0.0025631710343703498 -0.010611392757320162 -0.0070053954985632516 -0.0055431109825008779 0.0014995882635257258 0.00055900034245979753 0.0060530121878921419 -0.0016680780989587821
leaf_weight=8587.9760899543762 79.065510749816895 48.031736254692078 47.797625541687012 76.826283931732178 51.624687194824219 50.50507378578186 53.863914012908936 55.400808691978455 93.956476092338562 107.86005842685699 307.09161508083344
leaf_count=4294 31 30 28 33 29 30 27 19 42 34 183
internal_value=0 -0.000941342 -0.000427842 -0.00251419 -0.00466698 -0.00229856 0.00107217 -0.00197223 0.00240482 0.00349525 7.03681e-05
internal_weight=0 664.932 616.9 258.022 181.195 129.571 358.879 109.265 249.614 201.817 8895.07
internal_count=4780 303 273 123 90 61 150 46 104 76 4477
is_linear=0
shrinkage=0.06


Tree=202
num_leaves=12
num_cat=0
split_feature=79 143 4 20 112 125 90 130 139 79 33
split_gain=0.180304 0.6531 0.582139 0.447392 0.196252 0.47017 0.588323 0.499378 0.452583 0.512823 0.586341
threshold=0.05109804309904576 0.00085274505545385193 0.0013986918493174019 0.0011615398107096555 0.00082683752407319855 0.0066005610860884198 0.0011980500421486797 0.0014427106943912806 0.000490355829242617 0.028884131461381916 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 8 7 -7 -6 9 -1 -11
right_child=1 2 -4 -5 5 6 -8 -9 -10 10 -12
leaf_value=0.00029936915518974719 0.0035565313556091358 -0.0025612032241884371 0.00048874832198970563 -0.010890259633845977 -0.00013755518394683444 -0.0025595223513473373 0.004647618183479512 0.0058598094356711716 -0.0010314191620465318 0.0086118071806672563 0.0012392413979963293
leaf_weight=5748.3440734148026 61.93531858921051 45.74156928062439 68.938049912452698 47.146233558654785 1889.7056840658188 500.93862533569336 44.387845158576965 51.339636325836182 920.89767408370972 56.520422101020813 124.10474789142609
leaf_count=2834 22 21 29 33 1036 286 20 16 419 18 46
internal_value=0 -0.00168313 -0.0036885 -0.00678871 4.03396e-05 -0.000416255 -0.00197288 2.1072e-05 0.000206075 0.000398284 0.00354623
internal_weight=0 223.761 161.826 92.8878 9336.24 2486.37 545.326 1941.05 6849.87 5928.97 180.625
internal_count=4780 105 83 54 4675 1358 306 1052 3317 2898 64
is_linear=0
shrinkage=0.06


Tree=203
num_leaves=12
num_cat=0
split_feature=70 0 1 124 112 101 146 36 19 69 85
split_gain=0.177677 0.447937 0.565385 0.553692 0.485454 0.321452 0.209724 0.660645 0.545124 0.723954 0.472137
threshold=0.034632634371519096 0.0087224207818508166 0.00046126570669002836 0.0012745757703669371 0.0011615398107096555 0.0011261500185355546 0.013439828064292671 0.001792412775103003 0.010180860292166473 0.0012745757703669371 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -3 -4 -5 -1 10 -9 -10 -8
right_child=1 3 4 5 -6 -7 7 8 9 -11 -12
leaf_value=7.5028779884987076e-05 -0.0016972383385449583 -0.0054576826850809322 0.0087285682077630055 -0.0018171900900006666 0.0017263120120212469 0.0042784773701688063 -0.0004015800663405669 -0.0015435710453529667 -0.0029738150848291588 -0.013937409910668669 0.0036913871116097999
leaf_weight=7640.6553254127502 59.512921214103699 62.688590884208679 72.062779426574707 58.108256936073303 70.525884747505188 67.116104364395142 1063.9242095947266 258.54071724414825 61.100756049156189 33.608992338180542 112.15534150600433
leaf_count=3850 33 39 24 21 32 24 521 138 36 23 39
internal_value=0 0.00125424 0.00321495 -0.00085451 0.00526518 0.00144989 -5.33451e-05 -0.000694711 -0.00297013 -0.00686439 -1.12594e-05
internal_weight=0 390.015 202.102 187.913 142.589 125.224 9169.99 1529.33 353.25 94.7097 1176.08
internal_count=4780 173 89 84 56 45 4607 757 197 59 560
is_linear=0
shrinkage=0.06


Tree=204
num_leaves=12
num_cat=0
split_feature=11 9 77 71 128 34 142 69 146 13 16
split_gain=0.168846 0.501007 0.325679 0.312634 0.192152 0.528019 0.284189 0.28395 0.632363 0.509182 0.768384
threshold=0.064669914543628707 0.0015349716995842757 0.00057154725072905432 0.0058306583669036635 0.05109804309904576 0.00055427959887310873 0.00052132029668428015 0.00017767510871635753 0.015675474889576439 0.0020932231564074759 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 7 -6 -7 8 9 10 -1
right_child=1 -3 3 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-2.9279095560019904e-05 -0.00010522532740130635 0.0021450228421140546 -0.009132588624511306 -0.0013491149213728656 0.0053202813509134108 -0.0051673363037309083 0.0012319732298301271 0.00025774783311993893 -0.0027877215050603294 -0.0023014387508635006 0.0067429016207286429
leaf_weight=2684.2496234178543 48.683128237724304 76.592173218727112 51.441516637802124 29.079598546028137 89.192971587181091 36.967832565307617 77.060394644737244 5686.5810953378677 366.60453629493713 351.84580135345459 61.701207876205444
leaf_count=1506 25 31 38 16 33 20 35 2655 216 185 20
internal_value=0 -0.00170001 -0.00397935 -0.00632165 3.7401e-05 0.00186222 -0.000842676 -3.12384e-06 -0.000431327 -0.000152463 0.000122891
internal_weight=0 205.796 129.204 80.5211 9354.2 203.221 114.028 9150.98 3464.4 3097.8 2745.95
internal_count=4780 110 79 54 4670 88 55 4582 1927 1711 1526
is_linear=0
shrinkage=0.06


Tree=205
num_leaves=12
num_cat=0
split_feature=60 117 3 54 83 31 139 73 35 3 89
split_gain=0.170392 0.414885 0.503945 0.34565 0.497822 0.520651 0.297684 0.378174 0.253072 0.207555 0.797911
threshold=0.025578102096915249 0.00093549740267917525 0.0032328735105693345 0.0053125319536775359 0.0054799309000372895 0.0019672545604407792 0.00043393640953581786 0.00042089859198313212 0.0026833302108570938 0.0018488886416889729 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 4 6 8 7 -3 -6 -1 -11
right_child=1 2 -4 -5 5 -7 -8 -9 -10 10 -12
leaf_value=0.00024997111914598982 -0.0069521171797377063 0.0011777405179791624 0.0043168938212047444 0.0013868578999541006 -0.0058079587386870536 -0.010067919294953685 0.0039576651820207006 -0.00750492443286618 0.00097757137920010642 -0.001813318119317728 0.00033264634017968604
leaf_weight=6262.1793780326843 40.143502235412598 46.443901419639587 64.408656120300293 108.14510929584503 37.670164704322815 49.853681802749634 45.039237141609192 29.547819972038269 41.680396914482117 926.64856159687042 1908.2394704818726
leaf_count=3283 26 27 22 47 26 35 15 20 18 447 814
internal_value=0 -0.00112289 -0.000569414 -0.00144759 -0.00267256 -0.00526271 9.24964e-05 -0.00219834 -0.00224373 5.7142e-05 -0.000368812
internal_weight=0 462.932 422.789 358.38 250.235 129.204 121.031 75.9917 79.3506 9097.07 2834.89
internal_count=4780 236 210 188 141 79 62 47 44 4544 1261
is_linear=0
shrinkage=0.06


Tree=206
num_leaves=12
num_cat=0
split_feature=0 125 9 8 144 132 145 34 127 107 108
split_gain=0.178286 0.468334 0.460974 0.435193 0.404089 0.377156 0.456505 0.445282 0.436248 0.555661 0.455612
threshold=0.019431582652032379 0.012252715881913902 0.00037263428384903824 0.010829726699739696 0.0013146653072908523 0.0035485138650983576 0.00080172589514404546 0.0079489401541650313 0.0011261500185355546 0.0035485138650983576 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -4 6 -2 -7 9 10 -8
right_child=1 2 4 -5 -6 7 8 -9 -10 -11 -12
leaf_value=-9.7525203677569533e-05 -0.0021986201554640011 -0.0064563695548380323 -0.0033925079079340525 0.0038701267859117009 0.0028532435373686644 -0.0063570051757923197 -0.0012962514939808701 0.00045117368659401165 0.0056773111366221606 -0.0015403193687728376 0.0043035525510611164
leaf_weight=8373.7115775346756 113.79411649703979 57.741915822029114 71.696438312530518 183.56672894954681 77.71178662776947 55.451748847961426 70.525884747505188 91.90041983127594 94.841978788375854 166.58935725688934 202.46792650222778
leaf_count=4249 53 39 42 68 30 30 32 35 39 92 71
internal_value=0 0.000688406 -0.00190347 0.00123675 -0.000143902 0.000629139 0.001252 -0.00211089 0.00198673 0.00119047 0.00285689
internal_weight=0 1186.29 207.15 979.138 149.408 795.571 648.219 147.352 534.425 439.583 272.994
internal_count=4780 531 111 420 72 352 287 65 234 195 103
is_linear=0
shrinkage=0.06


Tree=207
num_leaves=12
num_cat=0
split_feature=95 19 91 96 146 86 11 44 50 99 56
split_gain=0.167798 0.583057 0.716763 0.450862 0.411096 0.40167 0.39015 0.359242 0.83239 0.545281 0.533089
threshold=0.0012745757703669371 0.04673989117145539 0.00099512818269431613 0.0079489401541650313 0.044033329933881767 0.0079489401541650313 0.0054799309000372895 0.00090704852482303988 0.0020292587578296666 0.0022272822679951791 0.0003614811430452392
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -6 8 -2 10 -10
right_child=4 2 3 -5 6 -7 -8 -9 9 -11 -12
leaf_value=0.00036621379226395588 -0.0038749820099978974 0.0014678079203626826 -0.010750675231653803 -0.0023608766860039368 -0.0014694153596286851 -0.0046895507497804753 0.0055347105485550894 -3.0665288236831699e-05 0.0032491208602666976 -0.0019753622905861919 -0.0048014130867216264
leaf_weight=4719.9830321073532 307.79394721984863 65.345098972320557 48.265846967697144 44.153734445571899 43.736453175544739 75.523499965667725 82.892572402954102 3701.1489998102188 209.15525686740875 227.50694274902344 34.494495034217834
leaf_count=2321 189 30 32 18 25 43 32 1826 107 137 20
internal_value=0 0.000246283 -0.0033418 -0.00674242 -0.000256566 -0.000350298 0.00311555 -0.000277149 -0.0014483 0.000136982 0.00210937
internal_weight=0 4877.75 157.765 92.4196 4682.25 4555.62 126.629 4480.1 778.951 471.157 243.65
internal_count=4780 2401 80 50 2379 2322 57 2279 453 264 127
is_linear=0
shrinkage=0.06


Tree=208
num_leaves=12
num_cat=0
split_feature=129 142 29 144 88 93 112 104 118 140 54
split_gain=0.164676 0.525 0.70538 0.523546 0.832824 0.727941 0.565342 0.71787 0.758765 0.698149 0.759746
threshold=0.00093549740267917525 0.027182282879948619 0.018276390619575981 0.00052132029668428015 0.00064626874518580746 0.016668972559273246 0.0019071503775194289 0.0079489401541650313 0.00064626874518580746 0.0079489401541650313 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 9 8 -8 10 -2
right_child=3 2 -4 4 -6 -7 7 -9 -10 -11 -12
leaf_value=5.0079810051263161e-05 0.0027377798675766629 0.0044405680435364294 -0.0003689213935395115 -0.0038574953275140275 -0.00024027362181716123 0.0047513012994398604 0.007308418969472371 0.011639574568788905 -0.0048273938852214301 -0.0015850769971762562 -0.0051099404755220327
leaf_weight=4079.8362429141998 440.8350123167038 238.55025637149811 203.37401926517487 381.44456148147583 3672.5062025785446 38.972948670387268 39.207059383392334 38.738837957382202 35.196827173233032 341.95245122909546 49.385460376739502
leaf_count=2272 174 94 121 216 1613 16 18 14 26 185 31
internal_value=0 0.000262859 0.00222724 -0.000235913 -0.000529855 -0.00305945 0.00103676 0.00501611 0.00156756 0.000495728 0.00194719
internal_weight=0 4521.76 441.924 5038.24 4092.92 420.418 945.316 113.143 74.4039 832.173 490.22
internal_count=4780 2487 215 2293 1845 232 448 58 44 390 205
is_linear=0
shrinkage=0.06


Tree=209
num_leaves=12
num_cat=0
split_feature=21 67 107 10 146 83 42 61 145 9 148
split_gain=0.167183 0.384344 0.533067 0.587093 0.508575 0.438636 0.325435 0.48446 0.580686 0.86378 0.516148
threshold=0.0092791137285530585 0.0013146653072908523 0.0051502294372767219 0.00899649551138282 0.0072436286136507997 0.016164712607860569 0.0045489775948226461 0.0021592099219560628 0.033603202551603324 0.0022975050378590827 0.041476719081401832
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -4 -6 -1 8 9 10 -8
right_child=1 -3 4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-0.00017778958311805837 -0.00018689857829532472 -0.0043686199075229195 -0.00086061936406077054 -0.008286213077860977 2.5417278517869496e-06 0.0061696270791721857 0.0012707297144612228 -3.8599191771876578e-05 0.0077580486893605314 0.0080675121482000189 -0.0034500981755678996
leaf_weight=6053.7763234376907 74.352946400642395 98.536810040473938 294.77586758136749 56.856413125991821 77.996837496757507 88.775690317153931 916.75521147251129 1691.1255193948746 52.041968464851379 63.289042711257935 91.717249274253845
leaf_count=2950 33 60 194 42 43 40 447 882 22 23 44
internal_value=0 -0.000898704 -0.000321884 -0.00369654 0.000637466 0.00328538 7.00519e-05 0.000603059 0.00156864 0.0012681 0.000841386
internal_weight=0 691.295 592.758 131.209 461.548 166.773 8868.71 2814.93 1123.8 1071.76 1008.47
internal_count=4780 412 352 75 277 83 4368 1418 536 514 491
is_linear=0
shrinkage=0.06


Tree=210
num_leaves=12
num_cat=0
split_feature=98 78 143 3 140 101 7 17 15 122 49
split_gain=0.168857 0.416747 0.485994 0.598353 0.665556 0.823682 0.484737 0.747742 0.62397 0.62609 0.631323
threshold=0.00096484774257987748 0.0058306583669036635 0.01884530205279589 0.00899649551138282 0.00060774214216507982 0.0019071503775194289 0.0026012937305495147 0.00093549740267917525 0.019431582652032379 0.000490355829242617 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 -5 -6 -2 -8 9 10 -9
right_child=1 2 -4 4 5 -7 7 8 -10 -11 -12
leaf_value=0.00033418230169095556 -0.00018665433352183053 -0.00089912422821895562 0.0010221615275361848 0.0012084651318785386 -0.013389492982558681 -0.0026264682244007635 0.0034723576955731964 -0.0045876653051693805 -0.0049856009299267846 0.0028393442364372584 0.001894993804912478
leaf_weight=3468.389741063118 2732.6888809204102 1853.6331142187119 433.93416130542755 45.273347854614258 46.912122845649719 56.337251543998718 374.08524906635284 115.38195133209229 77.762726783752441 253.80756282806396 101.79376995563507
leaf_count=1623 1624 918 189 17 31 27 132 56 41 87 35
internal_value=0 -0.000190274 -0.000798198 -0.00119273 -0.00485708 -0.00751673 0.000214855 0.00140381 -6.34555e-06 0.000815765 -0.00154914
internal_weight=0 6091.61 2436.09 2002.16 148.523 103.249 3655.52 922.831 548.746 470.983 217.176
internal_count=4780 3157 1182 993 75 58 1975 351 219 178 91
is_linear=0
shrinkage=0.06


Tree=211
num_leaves=12
num_cat=0
split_feature=94 38 74 30 85 91 117 50 41 137 108
split_gain=0.160382 0.613873 0.569171 0.586085 0.461349 0.413011 0.528325 0.436388 0.388494 0.361899 0.466788
threshold=0.0084566329605877417 0.0084566329605877417 0.00037263428384903824 0.0020292587578296666 0.0079489401541650313 0.0028552538715302949 0.0027679565828293566 0.0038949446752667431 0.00066645268816500913 0.00044738779251929378 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 9 6 -5 -8 -7 10 -2
right_child=1 -3 3 5 -6 8 7 -9 -10 -11 -12
leaf_value=-0.00011611423206715458 0.0025729644244507875 -0.0045671324149450165 0.0065828140883100938 -0.00016126699190896937 -0.0046448602799791724 -0.0058428517554730665 0.0085227753607058556 0.002218103403615483 0.0017745591474536294 -0.0012894626398893836 -0.00040868207156573012
leaf_weight=7815.3160872459412 376.29412579536438 81.406617879867554 99.554543137550354 141.05176949501038 70.99410617351532 47.563514828681946 68.001607060432434 94.373757362365723 48.866298794746399 336.77166545391083 379.80578649044037
leaf_count=3937 172 51 37 64 36 26 21 35 16 183 202
internal_value=0 0.000520134 0.000769123 0.00246351 4.20662e-05 0.0014379 0.00252498 0.00485845 -0.00198269 0.000346534 0.00107522
internal_weight=0 1744.68 1663.28 499.411 1163.87 399.857 303.427 162.375 96.4298 1092.87 756.1
internal_count=4780 843 792 199 593 162 120 56 42 557 374
is_linear=0
shrinkage=0.06


Tree=212
num_leaves=12
num_cat=0
split_feature=77 116 12 83 47 100 92 95 38 23 38
split_gain=0.16494 0.514279 0.572196 0.592797 0.495689 0.444846 0.431842 0.592708 0.428203 0.581798 0.386423
threshold=0.016164712607860569 0.0034400182776153092 0.010180860292166473 0.014740333426743748 0.0017376682371832433 0.0021592099219560628 0.028020657598972324 0.00899649551138282 0.0017376682371832433 0.0019672545604407792 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 5 6 -3 7 8 -2 -10 -6
right_child=1 2 -4 -5 10 -7 -8 -9 9 -11 -12
leaf_value=-9.4347320394502795e-05 0.0018254161104855821 0.0042471548768737198 -0.0018345621162612681 0.0090326208330164023 0.00035179802785624933 -0.0021761402101007636 -0.0044415348151224544 0.0070082983277856888 0.00097698174686528319 -0.0078498294920997871 -0.0038626456414640031
leaf_weight=8361.6602908372879 329.14789223670959 131.99298191070557 77.29450535774231 64.408656120300293 140.63448822498322 54.983527421951294 48.265846967697144 61.701207876205444 69.172160625457764 43.970563888549805 176.76775825023651
leaf_count=4220 139 50 37 22 71 26 32 20 31 27 105
internal_value=0 0.000658328 0.00268018 0.00406835 -0.000105811 0.00235828 0.000980152 0.00149937 0.000730855 -0.00245337 -0.00199531
internal_weight=0 1198.34 328.68 251.385 869.66 186.977 552.258 503.992 442.291 113.143 317.402
internal_count=4780 560 135 98 425 76 249 217 197 58 176
is_linear=0
shrinkage=0.06


Tree=213
num_leaves=12
num_cat=0
split_feature=143 146 52 143 121 148 97 122 0 52 38
split_gain=0.176108 0.462503 0.760823 0.61791 0.656687 0.525643 0.577654 1.09733 0.488584 0.537172 0.564864
threshold=0.0070226341485977182 0.011519505176693203 0.002945306478068233 0.001792412775103003 0.04273676127195359 0.027182282879948619 0.0016846025246195497 0.00082683752407319855 0.0058306583669036635 0.0020292587578296666 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 -1 -5 6 7 -4 -3 10 -10
right_child=-2 2 5 4 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.00040824146870464741 -0.00031306475657303675 -0.002105893812735822 -0.0028426541370774054 0.001209962225358937 -0.0035172069785119843 -0.0083903415398736657 -0.0081774001859678518 0.006183757622652628 0.0020137984435289144 0.0050487508518760995 -0.0028072215448798231
leaf_weight=1747.4324208498001 3858.1094677448273 208.03564345836639 258.17437613010406 2723.5574930906296 110.06893515586853 54.566246151924133 48.499957680702209 59.696091771125793 245.5529876947403 110.38433611392975 135.92192387580872
leaf_count=951 1878 108 156 1303 74 33 34 24 101 45 73
internal_value=0 0.000211831 -0.000880644 0.000479123 0.00102634 -0.00289637 -0.00207811 -0.00114749 0.000331669 0.00136265 0.000296039
internal_weight=0 5701.89 1120.83 4581.06 2833.63 420.937 366.37 317.87 699.895 491.859 381.475
internal_count=4780 2902 574 2328 1377 247 214 180 327 219 174
is_linear=0
shrinkage=0.06


Tree=214
num_leaves=12
num_cat=0
split_feature=37 36 86 72 73 73 139 110 140 123 100
split_gain=0.162449 0.299696 0.261535 0.177359 0.818223 0.71881 0.642594 0.685787 0.616842 0.955921 0.548375
threshold=0.11766931414604188 0.00060774214216507982 0.00044738779251929378 0.0028552538715302949 0.00042089859198313212 0.00087947337306104611 0.00070876078098081063 0.024066280573606495 0.013860232196748258 0.0011615398107096555 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 8 7 -5 9 10 -6
right_child=1 -3 -4 4 5 -7 -8 -9 -10 -11 -12
leaf_value=0.00034109022691368234 -0.0037469015247529468 -0.0076039869194442977 0.0026512058937819523 -0.0011903936287504244 -7.9773690768489145e-05 -0.00018643010599732961 -0.0098764834145935541 -0.0093097965532176075 -0.0020195415754713322 -0.0046297629911170052 0.005397388406476222
leaf_weight=3852.8181116580963 45.792509436607361 28.194095849990845 46.209790706634521 516.37910234928131 84.714517951011658 4459.4870688915253 37.670164704322815 40.377612948417664 103.24937438964844 50.270963072776794 294.83656775951385
leaf_count=2192 32 19 25 270 37 1955 26 28 58 28 110
internal_value=0 -0.00219188 -0.000533338 2.7909e-05 -0.000188063 6.24826e-05 -0.00229238 -0.00177924 0.0021448 0.00314513 0.0041749
internal_weight=0 120.196 92.0023 9439.8 5586.99 4992.56 594.427 556.757 533.071 429.822 379.551
internal_count=4780 76 57 4704 2512 2188 324 298 233 175 147
is_linear=0
shrinkage=0.06


Tree=215
num_leaves=12
num_cat=0
split_feature=141 11 150 109 89 112 83 51 104 115 117
split_gain=0.165656 0.761759 0.683735 0.600136 0.522718 0.40941 0.480736 0.411494 0.407332 0.333347 0.332806
threshold=0.016668972559273246 0.011880517937242987 0.0060143163427710542 0.0026012937305495147 0.0013560238294303419 0.00244467705488205 0.0046923852059990176 0.0079489401541650313 0.0021592099219560628 0.0020292587578296666 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 9 8 10 -5 -8
right_child=1 2 -4 5 -6 -7 7 -9 -10 -11 -12
leaf_value=-8.2311677218509412e-05 -0.0040617641522654128 -0.0077931303064618417 0.0024722322223460266 0.0016182655950045092 0.0039784795267754774 -0.0019231348491346905 0.0083146117472796127 0.0067971065943125781 0.00069973669447398424 -0.0050157587124802019 0.0028137878797868921
leaf_weight=8623.4070278406143 115.0156102180481 65.630149841308594 36.265500426292419 75.706670522689819 38.972948670387268 79.584672331809998 59.461981058120728 106.08905303478241 198.74274516105652 42.61683976650238 118.50668084621429
leaf_count=4322 74 43 14 34 16 46 22 40 92 26 51
internal_value=0 0.000757861 -0.0041396 0.00135572 -0.00202686 0.00212092 0.00265632 0.00349631 0.00256675 -0.000771126 0.0046517
internal_weight=0 936.593 101.896 834.697 153.989 680.709 601.124 482.8 376.711 118.324 177.969
internal_count=4780 458 57 401 90 311 265 205 165 60 73
is_linear=0
shrinkage=0.06


Tree=216
num_leaves=12
num_cat=0
split_feature=69 4 142 99 59 144 59 30 34 28 7
split_gain=0.161297 0.591835 0.493503 0.458212 0.623207 0.520205 0.659434 0.442805 0.316418 0.300847 0.272099
threshold=0.014293605927377941 0.00017767510871635753 0.0044099434744566688 0.00099512818269431613 0.0056525857653468856 0.0013146653072908523 0.013032016810029747 0.00085274505545385193 0.015200819820165636 0.00096484774257987748 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 10 -5 6 9 -7 -3 -6 -4
right_child=1 2 3 4 5 7 -8 -9 -10 -11 -12
leaf_value=6.7382767918097993e-05 -0.0066832544059734463 0.00053849775636171369 0.0029572422650581604 -0.009268761995975653 -0.0047229324284077702 0.0047666234781865097 -0.00014768097474569491 -0.0026113804541424385 0.0063506161501268978 -0.012814822103857766 -0.0024547442736700736
leaf_weight=8895.0677050352097 58.159197092056274 89.661193013191223 110.38433611392975 43.970563888549805 37.201943278312683 64.174545407295227 75.706670522689819 53.863914012908936 54.04708456993103 29.781930685043335 47.980796098709106
leaf_count=4477 32 37 45 27 22 20 34 27 18 22 19
internal_value=0 -0.000901407 -0.000347216 -0.00130046 -0.00266114 -0.0015468 -0.00398438 0.00139985 0.00272437 -0.0083207 0.00131754
internal_weight=0 664.932 606.773 463.065 304.7 260.729 142.691 118.038 143.708 66.9839 158.365
internal_count=4780 303 271 216 152 125 78 47 55 44 64
is_linear=0
shrinkage=0.06


Tree=217
num_leaves=12
num_cat=0
split_feature=128 124 47 125 13 8 60 113 53 22 78
split_gain=0.15753 0.535052 0.572904 0.22904 0.508277 0.414199 0.439116 0.377285 0.37368 0.369472 1.04873
threshold=0.05109804309904576 0.02129978779703379 0.0014427106943912806 0.00017767510871635753 0.001792412775103003 0.0053125319536775359 0.010829726699739696 0.019431582652032379 0.0033348383149132137 0.00099512818269431613 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 9 8 -7 -1 -11
right_child=1 -3 -4 -5 -6 7 -8 -9 -10 10 -12
leaf_value=-6.7772325066081692e-05 0.0025862833186515765 0.0047322289178776816 -0.0063240631652799464 9.9022561212640665e-05 -0.0062386372027970517 -0.0026375077230409048 0.0035482991872243428 0.001942490200444577 -0.009296359618181621 2.5554759166713881e-05 -0.011523064118165012
leaf_weight=1110.4602313041687 58.576478362083435 102.02788066864014 46.678012132644653 7744.9625430107117 57.273694396018982 111.13760840892792 108.61333072185516 42.382729053497314 41.731337070465088 96.012532353401184 40.143502235412598
leaf_count=665 25 37 29 3748 35 62 51 24 29 49 26
internal_value=0 0.00163603 -0.00136526 -3.6259e-05 -0.000687944 -0.000482906 -0.000110674 -0.00306654 -0.00445529 -0.000429467 -0.00337938
internal_weight=0 207.282 105.254 9352.72 1607.75 1550.48 1355.23 195.252 152.869 1246.62 136.156
internal_count=4780 91 54 4689 941 906 791 115 91 740 75
is_linear=0
shrinkage=0.06


Tree=218
num_leaves=12
num_cat=0
split_feature=143 107 130 91 47 126 93 31 92 50 142
split_gain=0.15655 0.620828 0.470788 0.467722 0.699438 0.444607 0.440491 0.270203 0.625218 0.587504 0.564143
threshold=0.035692447796463973 0.0079489401541650313 0.00040826165059115743 0.0049928687512874612 0.0020292587578296666 0.00075379351619631063 0.00082683752407319855 0.00039601318712811922 0.0011980500421486797 0.0063990866765379914 0.027182282879948619
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 6 -6 -2 -1 9 -9 -10
right_child=1 -3 -4 -5 5 -7 -8 8 10 -11 -12
leaf_value=-0.00025347487291422593 -0.0021233976162445731 0.004618852372554676 -0.0068853952642714865 0.0033619246564046503 -0.006927615191273627 0.0011512846248471183 0.0046933022844587594 0.00053275160130606303 -0.00031919668579538532 0.0030636424721685132 0.0034726682894269368
leaf_weight=4811.1615997552872 77.762726783752441 60.164313197135925 58.627418518066406 68.703939199447632 110.06893515586853 31.55293607711792 60.815705180168152 951.17817628383636 2675.0781254768372 505.76283001899719 149.12317407131195
leaf_count=2540 41 28 36 27 74 16 23 403 1322 211 59
internal_value=0 -0.00107054 -0.00191047 -0.00107452 -0.00216232 -0.00512766 0.000868139 5.50673e-05 0.000401808 0.00141133 -0.000118979
internal_weight=0 467.696 407.532 348.904 280.2 141.622 138.578 9092.3 4281.14 1456.94 2824.2
internal_count=4780 245 217 181 154 90 64 4535 1995 614 1381
is_linear=0
shrinkage=0.06


Tree=219
num_leaves=12
num_cat=0
split_feature=100 93 108 131 84 57 80 143 8 98 27
split_gain=0.154003 0.44266 0.628741 0.481872 0.528778 0.632056 0.584844 0.620203 0.631086 0.527385 0.570302
threshold=0.00057154725072905432 0.00096484774257987748 0.079227816313505187 0.040252277627587325 0.0016846025246195497 0.00066645268816500913 0.0010585968848317864 0.0034400182776153092 0.0021592099219560628 0.0005375427135732026 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2 -9 -11
right_child=1 -3 -4 -5 -6 -7 -8 9 -10 10 -12
leaf_value=0.00040887730291303974 0.00076667672180416092 0.00023013827935834224 0.0041196005923776384 -0.0036683077866588557 0.0010250180026270515 0.0028404680936433687 -0.0024985994030935735 -0.0018176195487955549 -0.0034345908856037322 0.00022064520493209221 0.0063417033088296109
leaf_weight=2462.1467471122742 230.34662139415741 4391.4865318536758 92.368641257286072 210.74309170246124 516.46039259433746 133.34670603275299 910.76045322418213 100.95920741558075 291.73242831230164 104.78626906871796 114.86278975009918
leaf_count=1225 119 2177 39 110 239 51 512 49 168 50 41
internal_value=0 -0.000141834 -0.000745415 -0.000917326 -0.00067609 -0.00114172 -0.00144456 -0.000305379 -0.00158095 0.00177176 0.00342158
internal_weight=0 7097.85 2706.37 2614 2403.25 1886.79 1753.45 842.687 522.079 320.608 219.649
internal_count=4780 3555 1378 1339 1229 990 939 427 287 140 91
is_linear=0
shrinkage=0.06


Tree=220
num_leaves=12
num_cat=0
split_feature=17 101 33 39 5 18 131 139 30 30 150
split_gain=0.149716 0.478576 0.323815 0.18227 0.363626 0.288659 0.41989 0.273247 0.226694 0.55578 0.827015
threshold=0.19438949227333072 0.00040826165059115743 0.0015349716995842757 0.028884131461381916 0.0014881226234138014 0.001792412775103003 0.0020292587578296666 0.000490355829242617 0.00044738779251929378 0.00096484774257987748 0.012252715881913902
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 8 5 6 -5 -8 -1 10 -10
right_child=1 2 -4 4 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00050018403662339527 0.005694904624556899 0.0030026332084732788 -0.0031693476721354886 -0.0051524550791469106 0.0041781983948163751 0.0019381437179738397 0.0026272558517042421 -0.0027225656860915002 0.00072896337621015993 -0.00019382754262475333 0.005883075183508675
leaf_weight=3211.2146480083466 68.2357177734375 53.161581873893738 72.113719582557678 68.286657929420471 106.9745557308197 190.98674154281616 88.724750161170959 56.103140830993652 1172.3543697595596 4347.9224191904068 123.92157733440399
leaf_count=1877 23 21 35 34 37 68 29 25 581 1995 55
internal_value=0 0.00165193 -0.000550218 -3.41288e-05 0.00106762 0.000244181 -0.0012739 0.000554853 -9.77145e-05 0.000131267 0.00122169
internal_weight=0 193.511 125.275 9366.49 511.076 404.101 213.115 144.828 8855.41 5644.2 1296.28
internal_count=4780 79 56 4701 193 156 88 54 4508 2631 636
is_linear=0
shrinkage=0.06


Tree=221
num_leaves=12
num_cat=0
split_feature=90 83 135 101 86 42 8 23 46 55 120
split_gain=0.160066 0.301697 0.426223 0.354183 0.532822 0.693359 0.504923 0.429848 0.747969 0.526204 0.43677
threshold=0.00060774214216507982 0.02636832278221846 0.0053125319536775359 0.00040826165059115743 0.00044738779251929378 0.0031340263085439806 0.0035485138650983576 0.0072436286136507997 0.0081988852471113222 0.0026012937305495147 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 9 -9 10 -8
right_child=1 -3 -4 6 -6 -7 7 8 -10 -11 -12
leaf_value=8.4313972881819164e-05 0.004048949203500035 0.0013118212348583785 -0.0057457833761884623 -0.0023697671852324232 -0.0068927474469876789 -0.0041685685266113163 -0.0080444147408290211 0.0056111797293999111 -0.0030917130117048587 0.0040382304036717508 0.00082915015867600882
leaf_weight=8551.4558887481689 63.523153424263 209.49124789237976 69.223100781440735 189.83677804470062 75.757610678672791 88.409349203109741 44.438785314559937 138.76160252094269 47.797625541687012 45.039237141609192 36.265500426292419
leaf_count=4225 25 131 42 111 45 58 31 55 28 15 14
internal_value=0 -0.000714899 -0.00124625 -0.000819481 -0.00278236 -0.000732815 7.05683e-05 0.00155395 0.00338144 -0.0011574 -0.00405697
internal_weight=0 1008.54 799.053 729.83 227.69 151.933 502.14 312.303 186.559 125.744 80.7043
internal_count=4780 555 424 382 128 83 254 143 83 60 45
is_linear=0
shrinkage=0.06


Tree=222
num_leaves=12
num_cat=0
split_feature=59 91 148 117 142 34 83 114 93 42 34
split_gain=0.154794 0.770859 0.560012 0.668095 0.682143 0.766841 0.710858 0.880099 0.801735 0.732694 0.743061
threshold=0.0034400182776153092 0.0042751494329422721 0.0079489401541650313 0.034632634371519096 0.021960759535431865 0.0046923852059990176 0.013032016810029747 0.0038949446752667431 0.0084566329605877417 0.0011261500185355546 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 9 8 -8 10 -4
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 -12
leaf_value=0.00023457061835092049 8.6865110122660779e-06 0.0010062937076564266 0.0021000811944875651 -0.0063147723035819996 -0.0039427615788725223 0.0031847343713284214 -0.0070054847418123799 0.00042904389628160486 0.00022487205654960203 0.00043862313903001983 -0.005933982033112321
leaf_weight=4917.830514550209 1772.5830774307251 1277.486389875412 56.988643527030945 99.00503146648407 72.58194100856781 216.23927843570709 251.22258496284485 130.22197651863098 70.759995460510254 543.14794385433197 151.93250262737274
leaf_count=2511 944 560 22 64 39 83 160 56 34 224 83
internal_value=0 -0.0002485 -0.000724914 -0.00154168 -0.00122518 0.00139357 -0.00185323 -0.00373316 -0.00541652 -0.000722868 -0.00374248
internal_weight=0 4642.17 3364.68 1592.1 1493.09 288.821 1204.27 452.205 321.983 752.069 208.921
internal_count=4780 2269 1709 765 701 122 579 250 194 329 105
is_linear=0
shrinkage=0.06


Tree=223
num_leaves=12
num_cat=0
split_feature=40 25 146 107 93 8 96 112 73 138 34
split_gain=0.152124 0.478707 0.479894 0.556254 0.666048 0.554348 0.545899 0.639994 0.545721 1.01099 0.969297
threshold=0.0066005610860884198 0.044033329933881767 0.0032328735105693345 0.0058306583669036635 0.000490355829242617 0.0053125319536775359 0.011169348377734424 0.0062037324532866487 0.0053125319536775359 0.00073092587990686308 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -4 -10 -11
right_child=1 -3 6 -5 5 -7 -8 -9 9 10 -12
leaf_value=-0.00018560469504512537 -0.00045788377702694883 -0.0030292530252688243 -0.00094941834609695269 0.0067318433170905209 0.0045885722000247129 -3.7332671548583175e-05 0.0019187388654925721 -0.0076364717501490693 0.0044251281933847851 0.0015711614315330256 -0.0039764052289839938
leaf_weight=5969.9180281162262 424.27492189407349 148.28861153125763 1325.2536653280258 71.177276730537415 261.74673700332642 144.87883114814758 452.78441870212555 42.850950479507446 226.13262856006622 315.79382157325745 176.89998865127563
leaf_count=3195 191 73 630 27 102 65 181 28 83 120 85
internal_value=0 0.000308641 0.000452453 0.00164123 0.00120516 0.00294038 3.02112e-05 -0.000379527 -0.000227397 0.00110375 -0.000420673
internal_weight=0 3590.08 3441.79 902.078 830.9 406.626 2539.72 2086.93 2044.08 718.826 492.694
internal_count=4780 1585 1512 385 358 167 1127 946 918 288 205
is_linear=0
shrinkage=0.06


Tree=224
num_leaves=12
num_cat=0
split_feature=24 128 137 80 56 4 37 8 83 100 44
split_gain=0.158061 0.540208 0.239814 0.255041 0.218782 0.205496 0.402339 0.401926 0.39264 0.389764 0.770943
threshold=0.031632266007363803 0.00093549740267917525 0.0014881226234138014 0.0028552538715302949 0.0087224207818508166 0.00096484774257987748 0.11766931414604188 0.00017767510871635753 0.013032016810029747 0.0021592099219560628 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 9 7 8 -7 -1 -11
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 10 -12
leaf_value=0.00075980793565009325 -0.0034238407307212145 -0.0060560045738293307 0.0036990277026025626 0.0027744348200833407 0.0039690510141757616 -0.0063493837632863735 -0.0053668601104452113 -9.8938876592343533e-05 -0.00055138286139825101 -0.0016286209761710285 0.00067449300551641867
leaf_weight=2732.9316816329956 69.223100781440735 67.635265946388245 51.807857751846313 36.499611139297485 50.688244342803955 74.220715999603271 55.268578290939331 4193.4970589876175 96.999915361404419 922.76079976558685 1208.4670497179031
leaf_count=1288 42 39 20 16 21 53 39 2102 68 530 562
internal_value=0 -0.00157086 0.000354824 -0.00128395 3.78908e-05 1.6428e-05 -0.000279697 -0.000215281 -0.0030647 0.000285512 -0.00032269
internal_weight=0 225.166 157.531 105.723 9334.83 9284.15 4419.99 4364.72 171.221 4864.16 2131.23
internal_count=4780 117 78 58 4663 4642 2262 2223 121 2380 1092
is_linear=0
shrinkage=0.06


Tree=225
num_leaves=12
num_cat=0
split_feature=108 93 1 3 98 11 72 89 9 27 49
split_gain=0.156162 0.66553 0.355034 0.277488 0.257084 0.172392 0.461181 0.27721 0.283402 0.185403 0.563023
threshold=0.079227816313505187 0.0028552538715302949 0.0005375427135732026 0.00096484774257987748 0.0026833302108570938 0.064669914543628707 0.013032016810029747 0.00017767510871635753 0.00087947337306104611 0.015675474889576439 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -3 9 7 8 -7 -1 -11
right_child=1 4 -4 -5 -6 6 -8 -9 -10 10 -12
leaf_value=7.0880701185617624e-05 0.0033115496961779274 -0.0064715313335774356 -0.00039835961797349815 0.009565217999541813 0.00090149014398199442 -0.0045783697347301271 0.0038250077210045907 -0.0067332640353928944 0.0018813867202334333 -0.0015974969119867018 0.0048091853315083647
leaf_weight=8529.2977312803268 71.879608869552612 40.611723661422729 53.863914012908936 39.624340653419495 29.313709259033203 49.853681802749634 41.212175488471985 55.034467577934265 47.980796098709106 547.04653573036194 54.281195282936096
leaf_count=4247 33 30 27 11 18 35 14 37 19 289 20
internal_value=0 0.00152659 0.00360161 0.00553387 -0.00338066 -3.8521e-05 -0.00180802 -0.00332664 -0.00141032 -9.08396e-07 -0.00101917
internal_weight=0 235.293 165.368 111.504 69.9254 9324.71 194.081 152.869 97.8345 9130.63 601.328
internal_count=4780 119 71 44 48 4661 105 91 54 4556 309
is_linear=0
shrinkage=0.06


Tree=226
num_leaves=12
num_cat=0
split_feature=66 40 143 37 141 142 71 54 105 106 14
split_gain=0.154656 0.610441 0.953252 0.857807 0.702395 0.626129 0.668585 0.593806 0.584945 0.589349 0.567569
threshold=0.00050559637020342063 0.015675474889576439 0.0079489401541650313 0.0063990866765379914 0.0023699469165876512 0.0033348383149132137 0.0079489401541650313 0.0020292587578296666 0.0028552538715302949 0.0063990866765379914 0.0013560238294303419
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -3 6 -2 -6 -7 -10 -5
right_child=1 4 -4 10 7 8 -8 -9 9 -11 -12
leaf_value=0.00012634990727756093 -0.0027079468960308118 -0.0069171440144924464 -0.0020781144967367917 0.00852256608196429 0.0019399903478292747 -0.0010973591797391036 0.0010178333286715525 -0.0046824647073890006 0.0010409892508583529 0.0071465844832443361 0.0012791359897484779
leaf_weight=7503.2268569469452 326.59326446056366 104.83720922470093 557.64221799373627 81.772958993911743 115.56512188911438 114.3132780790329 369.6273854970932 84.297236680984497 111.32077896595001 116.45062458515167 74.352946400642395
leaf_count=3743 170 61 295 33 47 68 189 44 53 44 33
internal_value=0 -0.000460932 -2.98699e-05 0.000926391 -0.00293961 0.000302885 -0.00072991 -0.000853205 0.00240486 0.00416254 0.00507298
internal_weight=0 2056.77 1752.07 1194.43 304.7 1038.31 696.221 199.862 342.085 227.771 156.126
internal_count=4780 1037 885 590 152 524 359 91 165 97 66
is_linear=0
shrinkage=0.06


Tree=227
num_leaves=12
num_cat=0
split_feature=6 136 66 108 118 8 138 6 40 7 116
split_gain=0.156812 0.429489 0.411428 0.463105 0.822957 0.36627 0.28651 0.424491 0.342886 0.278983 0.434066
threshold=0.00055427959887310873 0.0017376682371832433 0.00062670491752214741 0.0098710241727530974 0.0023699469165876512 0.0018488886416889729 0.0045489775948226461 0.0016331639490090313 0.00017767510871635753 0.0062037324532866487 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 8 -8 -2 10 -7
right_child=1 -3 3 -5 -6 9 7 -9 -10 -11 -12
leaf_value=-7.1836403369217092e-05 0.00015434865487086148 0.0048643425707019664 -0.010963980549127493 0.0019590465707365048 0.00050062339185370428 0.006178107036060726 0.0042905427020633264 -0.002375995542400448 -0.0063860176585291469 -3.5619841813325833e-05 0.0002440762847778949
leaf_weight=8791.6861002445221 64.69370698928833 84.246296525001526 44.438785314559937 52.041968464851379 45.74156928062439 115.98240315914154 75.889841079711914 62.871761441230774 52.092908620834351 98.434929728507996 71.879608869552612
leaf_count=4439 35 33 31 22 21 40 25 30 33 38 33
internal_value=0 0.000822012 0.000324179 -0.00254794 -0.00514887 0.00107805 -0.000573102 0.00126999 -0.002763 0.00255186 0.00390763
internal_weight=0 768.314 684.067 142.222 90.1804 541.845 255.548 138.762 116.787 286.297 187.862
internal_count=4780 341 308 74 52 234 123 55 68 111 73
is_linear=0
shrinkage=0.06


Tree=228
num_leaves=12
num_cat=0
split_feature=18 131 69 46 5 92 127 10 145 100 53
split_gain=0.149424 0.226465 0.20239 0.389367 0.602944 0.435891 0.593885 0.541797 0.683923 0.470629 0.436646
threshold=0.13848232477903369 0.0013146653072908523 0.010829726699739696 0.059226244688034065 0.0044099434744566688 0.00017767510871635753 0.00044738779251929378 0.00899649551138282 0.00066645268816500913 0.0013986918493174019 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4 8 10 -10 -7
right_child=1 -3 3 -5 -6 7 -8 -9 9 -11 -12
leaf_value=5.4105905906382594e-05 -0.0010678148048135778 0.0033875193695744365 -0.0065837091021957719 0.0026306914654610396 -0.0070312689003752659 0.00028851096148160989 0.0021537450865325193 -0.0036302107961501033 -0.0027048326110886557 0.0034909026696349518 -0.0073578317273068983
leaf_weight=8557.7974680662155 65.345098972320557 110.56750667095184 92.887802839279175 97.549427032470703 62.688590884208679 59.696091771125793 40.092562079429626 121.49917995929718 53.62980329990387 249.32910919189453 48.91723895072937
leaf_count=4332 30 36 54 41 39 24 15 66 25 91 27
internal_value=0 0.00173253 -3.24776e-05 -0.000929214 -0.00140574 -0.000876272 -0.00394943 -0.000109639 0.00092966 0.00239413 -0.00315525
internal_weight=0 175.913 9384.09 826.29 728.74 666.052 132.98 533.071 411.572 302.959 108.613
internal_count=4780 66 4714 382 341 302 69 233 167 116 51
is_linear=0
shrinkage=0.06


Tree=229
num_leaves=12
num_cat=0
split_feature=72 73 73 149 15 101 88 14 13 101 43
split_gain=0.148006 0.66952 0.530548 0.515157 0.997674 0.497968 0.611334 0.661404 0.586473 0.508388 0.485359
threshold=0.0028552538715302949 0.00042089859198313212 0.00087947337306104611 0.00060774214216507982 0.019431582652032379 0.013860232196748258 0.0028552538715302949 0.0045489775948226461 0.0023699469165876512 0.0019071503775194289 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 10 8 7 -7 -1 -10 -5
right_child=1 2 -4 4 -6 6 -8 -9 9 -11 -12
leaf_value=0.00065311192792297571 -0.0020941029321132334 -0.0016727833774098689 -0.00018604853231170927 0.006174827143303317 -0.0038969925390820977 -0.0017385413151748037 -0.0084713086782866147 0.0070817812824565674 -0.0065989408444520996 0.0019285313510726382 0.0017551087046334464
leaf_weight=3402.9340717792511 598.48805236816406 120.32862639427185 4497.8086255788803 184.92045307159424 67.869376659393311 324.55779826641083 43.085061192512512 33.792162895202637 75.106218695640564 37.85333526134491 173.25609755516052
leaf_count=1909 327 56 1976 69 41 216 30 14 50 17 75
internal_value=0 -0.000196705 2.84197e-05 0.00179394 0.00277305 0.000283341 -0.00171867 -0.000906791 0.000511926 -0.00374134 0.00403693
internal_weight=0 5642.67 5044.18 546.375 426.046 3917.33 401.435 358.35 3515.89 112.96 358.177
internal_count=4780 2544 2217 241 185 2236 260 230 1976 67 144
is_linear=0
shrinkage=0.06


Tree=230
num_leaves=12
num_cat=0
split_feature=1 83 77 116 12 95 146 22 35 50 140
split_gain=0.144054 0.352734 0.167047 0.470239 0.521681 0.442466 0.603583 0.700922 0.519894 0.588973 0.581034
threshold=0.091400381177663817 0.014740333426743748 0.016164712607860569 0.0034400182776153092 0.010180860292166473 0.00899649551138282 0.0046923852059990176 0.00073092587990686308 0.020035739988088611 0.0010918468469753864 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 7 -4 9 -8 -11
right_child=1 -3 3 4 -6 -7 8 -9 -10 10 -12
leaf_value=-6.633356817108462e-05 -0.0047320907281574775 0.0011374253956129984 -0.00036382585741998003 0.0039979160383099149 -0.0016529789434238853 0.0035241909360619085 0.002701795208759409 0.0056664171563925395 -0.0086184323643872969 -0.00096540610939803873 -0.0091130769224974824
leaf_weight=8236.9345010519028 75.34032940864563 72.164659738540649 404.07094037532806 245.97026896476746 77.29450535774231 109.26472270488739 72.999222278594971 83.778075098991394 47.146233558654785 84.948628664016724 50.0877925157547
leaf_count=4137 52 46 198 94 37 46 32 29 33 39 37
internal_value=0 -0.00186052 2.91565e-05 0.000698238 0.00264675 -4.08094e-05 -0.000565052 0.000671745 -0.00292952 -0.00164027 -0.00398755
internal_weight=0 147.505 9412.49 1175.56 323.265 852.296 743.031 487.849 255.182 208.036 135.036
internal_count=4780 98 4682 545 131 414 368 227 141 108 76
is_linear=0
shrinkage=0.06


Tree=231
num_leaves=12
num_cat=0
split_feature=4 87 46 11 59 33 127 36 42 129 76
split_gain=0.150749 0.661814 1.04202 0.736299 0.620697 0.744318 0.630817 0.650476 0.600263 0.560766 0.745925
threshold=0.00017767510871635753 0.0030382014811038975 0.01884530205279589 0.0022272822679951791 0.0038949446752667431 0.00093549740267917525 0.00044738779251929378 0.00085274505545385193 0.00075379351619631063 0.019431582652032379 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 7 9 -7 10 -1
right_child=-2 2 -4 -5 5 8 -8 -9 -10 -11 -12
leaf_value=-0.00027858149430579152 0.00014503247435527028 0.0015302064202082314 -0.0049211272329282262 0.0081445731955428896 -0.00074283518007587995 -0.00065764105099651912 -0.0021799172073946713 0.0022150765324162971 -0.0093371360137062438 0.0034853330752977799 -0.0049325595836990296
leaf_weight=724.83202707767487 6975.3665696382523 189.96900844573975 62.688590884208679 88.958860874176025 183.20038783550262 41.680396914482117 506.17035126686096 436.35655868053436 92.002300143241882 109.21378254890442 149.5610454082489
leaf_count=371 3470 91 39 31 86 18 299 178 57 35 105
internal_value=0 -0.000391411 0.00206877 0.00363974 -0.000766102 -0.00322686 -0.000361264 0.000287026 -0.00663099 -0.000568314 -0.00107462
internal_weight=0 2584.63 341.616 278.928 2243.02 316.883 1926.13 1419.96 133.683 983.607 874.393
internal_count=4780 1310 161 122 1149 161 988 689 75 511 476
is_linear=0
shrinkage=0.06


Tree=232
num_leaves=12
num_cat=0
split_feature=6 1 82 20 127 132 129 20 29 89 14
split_gain=0.144044 0.398616 0.564531 0.471672 0.349696 0.328653 0.468325 0.46624 0.401719 0.381747 0.374111
threshold=0.00055427959887310873 0.0005375427135732026 0.00085274505545385193 0.0026833302108570938 0.00044738779251929378 0.007706565549597145 0.0038949446752667431 0.00070876078098081063 0.0020292587578296666 0.00085274505545385193 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 -1 9 8 -8 -7 -9
right_child=1 2 3 -5 -6 6 7 10 -10 -11 -12
leaf_value=2.8982833932989014e-05 0.0023637303327434141 -0.0069698263895099062 0.0024577361636409722 -0.0030031224085419143 -0.00089759243200746594 -0.0016115590593344163 -0.0011126465147869508 -0.00098459792803216504 -0.0074483273150211552 -0.0079198005659194357 0.0035743113344030965
leaf_weight=8207.9264327287674 329.79928421974182 60.866645336151123 223.47612047195435 76.409002661705017 77.762726783752441 75.940781235694885 134.93454086780548 138.99571323394775 49.151349663734436 63.339982867240906 121.39729964733124
leaf_count=4185 134 34 92 40 41 36 54 57 29 34 44
internal_value=0 0.000787838 -0.000397363 0.00106634 -0.00356367 -6.88499e-05 -0.00144442 -0.000493101 -0.00280429 -0.00448032 0.0011408
internal_weight=0 768.314 438.514 299.885 138.629 8791.69 583.76 444.479 184.086 139.281 260.393
internal_count=4780 341 207 132 75 4439 254 184 83 70 101
is_linear=0
shrinkage=0.06


Tree=233
num_leaves=12
num_cat=0
split_feature=94 65 44 37 77 58 114 25 97 102 22
split_gain=0.149434 0.404139 0.563622 0.56711 0.68585 0.662648 0.453715 0.580853 1.0964 0.588646 0.578329
threshold=0.0084566329605877417 0.0014881226234138014 0.0033348383149132137 0.0032328735105693345 0.0030382014811038975 0.0070226341485977182 0.0011261500185355546 0.0014881226234138014 0.00082683752407319855 0.0016846025246195497 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -4 -9 -8
right_child=1 -3 6 -5 -6 -7 10 9 -10 -11 -12
leaf_value=-0.00011208106488970933 -0.0090905503056853687 -0.00078275305213081547 -9.9439673014707259e-05 -0.005422738980939667 0.0018024256966067019 -5.4324114009937508e-05 0.0064918063868916022 0.0012817591120223796 0.0084483880453258536 -0.0098048987253963153 0.00064387441628971614
leaf_weight=7815.3160872459412 45.792509436607361 585.55126297473907 197.9081826210022 66.515652537345886 364.34471940994263 80.704285740852356 163.26086711883545 36.733721852302551 74.302006244659424 32.489378929138184 97.081205606460571
leaf_count=3937 32 301 106 40 165 45 53 18 22 24 37
internal_value=0 0.000502067 0.00115111 -0.000223656 0.00048089 -0.00332549 0.0024244 0.000985788 0.00223376 -0.00392169 0.00431112
internal_weight=0 1744.68 1159.13 557.357 490.842 126.497 601.775 341.433 272.21 69.2231 260.342
internal_count=4780 843 542 282 242 77 260 170 128 42 90
is_linear=0
shrinkage=0.06


Tree=234
num_leaves=12
num_cat=0
split_feature=129 78 36 24 36 32 8 78 97 99 109
split_gain=0.154791 0.486059 1.0116 0.508495 0.578775 0.521076 0.504733 0.437215 0.655161 0.492995 0.797265
threshold=0.00093549740267917525 0.00068727668258361529 0.00017767510871635753 0.011519505176693203 0.00037263428384903824 0.0070226341485977182 0.0031340263085439806 0.0026833302108570938 0.02636832278221846 0.00099512818269431613 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 5 -5 -3 -4 8 -1 10 -9
right_child=1 3 6 4 -6 -7 -8 9 -10 -11 -12
leaf_value=-0.00047035646595149273 -0.0022611332265560138 -0.00034246289280194406 0.0023692914821657326 -0.0065462306732172234 -0.0010718407958637069 0.0025084727213376852 0.0096125263471172374 -0.0010465129240215896 0.0081195181764871296 9.1866965073166446e-05 0.0028992489685278622
leaf_weight=2190.8740711212158 97.600367188453674 4205.0487041473389 75.238449096679688 95.361140370368958 256.61689138412476 244.19926357269287 64.174545407295227 249.06464838981628 32.438438773155212 1339.8801698684692 709.50319039821625
leaf_count=1348 52 1926 30 54 111 100 20 131 13 681 314
internal_value=0 -0.000228723 0.00242372 -0.000359661 -0.00255501 -0.000185988 0.0057035 0.000254848 -0.000345029 0.000835115 0.00187402
internal_weight=0 5038.24 237.013 4801.23 351.978 4449.25 139.413 4521.76 2223.31 2298.45 958.568
internal_count=4780 2293 102 2191 165 2026 50 2487 1361 1126 445
is_linear=0
shrinkage=0.06


Tree=235
num_leaves=12
num_cat=0
split_feature=90 98 90 19 72 87 98 142 119 126 110
split_gain=0.150391 0.358504 0.699529 0.530245 0.734427 0.372899 0.328701 0.551385 0.35857 0.318945 0.440668
threshold=0.00060774214216507982 0.02636832278221846 0.0011980500421486797 0.010180860292166473 0.019431582652032379 0.0030382014811038975 0.00096484774257987748 0.00073092587990686308 0.0010585968848317864 0.0003614811430452392 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 -3 7 -4 -8 -2 -11
right_child=1 5 6 -5 -6 -7 8 -9 -10 10 -12
leaf_value=8.1725974510406501e-05 1.1276426489221489e-05 9.8971824722069145e-05 -0.0026563304426787449 -0.0089186075014703603 0.0026917889732653824 0.0080047882920245353 0.0029037971953357485 0.0038714735917108386 -0.0023617308779239465 -0.0001765700229938882 -0.0061986515513149532
leaf_weight=8551.4558887481689 70.108603477478027 62.688590884208679 63.808204293251038 45.792509436607361 88.958860874176025 32.672549486160278 62.403540015220642 172.55376541614532 183.35320830345154 59.278810501098633 166.92534828186035
leaf_count=4225 39 39 38 32 31 15 26 69 119 31 116
internal_value=0 -0.000692955 -0.00105851 -0.00281474 -0.00208925 0.00280766 0.000511737 0.00210923 -0.00102469 -0.00352461 -0.00462051
internal_weight=0 1008.54 913.183 431.064 385.272 95.3611 482.119 236.362 245.757 296.313 226.204
internal_count=4780 555 501 249 217 54 252 107 145 186 147
is_linear=0
shrinkage=0.06


Tree=236
num_leaves=12
num_cat=0
split_feature=106 124 51 40 114 135 40 46 94 20 98
split_gain=0.147101 0.483695 0.23495 0.177016 0.464611 0.722101 1.04396 0.850117 0.730488 0.669763 0.587001
threshold=0.079227816313505187 0.0053125319536775359 0.0068083447404205808 0.0066005610860884198 0.0016846025246195497 0.00044738779251929378 0.0084566329605877417 0.0013560238294303419 0.0025217677466571335 0.00043393640953581786 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 9 6 -6 -7 -8 10 -5
right_child=1 -3 -4 4 5 7 8 -9 -10 -11 -12
leaf_value=-0.00023995857518613266 -0.0014512285471500305 0.0068789736197543945 0.0036628994102620464 0.0023556403556740718 0.0038143639463549344 0.0057941131200913727 -0.0032251066397483725 0.0011951066471112739 0.00035849454561730763 -0.0016199600921703993 -0.0019284269389069466
leaf_weight=5786.3816492557526 114.36421823501587 47.746685385704041 45.090177297592163 384.54870092868805 179.97377800941467 169.32715559005737 367.15404796600342 994.65992867946625 463.01375985145569 843.38964807987213 164.35013043880463
leaf_count=3085 79 17 26 158 69 52 189 373 205 433 94
internal_value=0 0.00158127 -5.06624e-06 -3.50313e-05 0.000297456 0.000845483 -0.000328308 0.00186413 -0.00122641 -0.000558316 0.00107291
internal_weight=0 207.201 159.454 9352.8 3566.42 2174.13 1010.14 1163.99 830.168 1392.29 548.899
internal_count=4780 122 105 4658 1573 888 463 425 394 685 252
is_linear=0
shrinkage=0.06


Tree=237
num_leaves=12
num_cat=0
split_feature=72 73 22 113 9 88 102 44 45 17 1
split_gain=0.153406 0.567557 0.524919 0.472224 0.402572 0.523005 0.421722 0.361304 0.689099 0.573437 0.816399
threshold=0.0028552538715302949 0.00042089859198313212 0.0013146653072908523 0.0013146653072908523 0.0013560238294303419 0.00080172589514404546 0.0025217677466571335 0.00073092587990686308 0.00064626874518580746 0.000490355829242617 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -7 8 -3 10 -10
right_child=1 7 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=0.00028846340378237969 -0.0009912014598780427 0.00089453230177000695 -0.0028565654850924694 -0.012481978331497716 0.0013803114315184225 -0.0097459195214721524 -0.0017476348674600676 0.00025027879321538529 -0.0014811521420691769 -0.00050670351895182807 -0.0080897968592078661
leaf_weight=3917.3286480903625 276.6073522567749 385.95336520671844 47.797625541687012 29.781930685043335 148.47178208827972 52.561130046844482 43.268231749534607 4102.6436523199081 154.35490000247955 281.92036843299866 119.31089329719543
leaf_count=2236 155 170 28 22 64 37 21 1759 72 137 79
internal_value=0 -0.000200261 -0.00194721 -0.00655165 -0.00126147 -0.00231461 -0.00613459 7.01371e-06 -0.00105298 -0.00240588 -0.00436234
internal_weight=0 5642.67 598.488 77.5796 520.908 372.437 95.8294 5044.18 941.54 555.586 273.666
internal_count=4780 2544 327 50 277 213 58 2217 458 288 151
is_linear=0
shrinkage=0.06


Tree=238
num_leaves=12
num_cat=0
split_feature=67 73 79 101 0 85 134 133 42 3 52
split_gain=0.139885 0.459724 0.660347 0.613142 0.806049 0.646544 0.451029 0.52408 0.794898 0.583238 0.464679
threshold=0.00080172589514404546 0.013032016810029747 0.0022975050378590827 0.000490355829242617 0.00068727668258361529 0.0022272822679951791 0.00046126570669002836 0.0079489401541650313 0.0023699469165876512 0.0037758676335215573 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -2 8 10 -9 -8
right_child=6 2 -4 4 -6 -7 7 9 -10 -11 -12
leaf_value=-3.0230043688691947e-05 -0.00062588670171021422 -0.0088505311985733817 0.0029070082445539669 0.0060872326729964829 -0.0016199345299728594 0.00032194931086979516 -0.010159345030557905 0.0014222519407087653 0.0014911132841789498 0.0075279581988442461 -0.00072995334759729902
leaf_weight=5439.8185139894485 2770.7340767383575 54.800356864929199 483.0649209022522 78.831400036811829 128.4509711265564 55.869030117988586 41.731337070465088 230.47885179519653 167.42391979694366 74.53611695766449 34.260384321212769
leaf_count=2924 1294 35 165 29 62 23 29 99 78 24 18
internal_value=0 0.000167379 0.00150937 -0.000614063 0.00131117 -0.00422 -0.000314713 0.00125737 -0.000818861 0.0029143 -0.00590816
internal_weight=0 6240.84 801.017 317.952 207.282 110.669 3319.16 548.431 243.416 305.015 75.9917
internal_count=4780 3238 314 149 91 58 1542 248 125 123 47
is_linear=0
shrinkage=0.06


Tree=239
num_leaves=12
num_cat=0
split_feature=128 17 73 22 25 42 107 144 10 83 133
split_gain=0.153599 0.580799 0.450065 0.39423 0.439301 0.893326 0.638288 0.518377 0.749684 0.623127 0.45208
threshold=0.0048403022810816774 0.040252277627587325 0.013032016810029747 0.0045489775948226461 0.0051502294372767219 0.0031340263085439806 0.0045489775948226461 0.0062037324532866487 0.007706565549597145 0.014740333426743748 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 7 8 -7 -10 -6
right_child=1 -3 -4 -5 10 6 -8 -9 9 -11 -12
leaf_value=-1.4415579387692307e-05 -0.0036484642127355511 0.0054228531267714267 0.0016276778055800199 0.0049705862423215204 0.0003589943991153565 0.003431542335238391 -0.0035611251195929415 0.0036602608921849421 -0.0098637027537951845 0.00046085143912149879 -0.0036909256355025142
leaf_weight=6615.4298436641693 440.15327024459839 59.461981058120728 660.9013524055481 45.039237141609192 1168.9239993095398 72.296890139579773 123.5552362203598 181.51067268848419 43.736453175544739 40.560783505439758 108.43016016483307
leaf_count=3480 221 22 258 15 520 26 73 61 25 19 60
internal_value=0 -0.000429296 0.000134734 -0.000585747 -0.000700586 -0.00171446 0.000129445 0.00147811 -0.00105126 -0.0048959 1.52107e-05
internal_weight=0 2283.67 7276.33 2224.21 2179.17 901.813 461.66 338.105 156.594 84.2972 1277.35
internal_count=4780 1042 3738 1020 1005 425 204 131 70 44 580
is_linear=0
shrinkage=0.06


Tree=240
num_leaves=12
num_cat=0
split_feature=129 144 108 40 105 92 83 60 129 142 59
split_gain=0.157401 0.616172 0.934746 0.920314 0.570315 0.556077 0.869191 0.536732 0.540834 0.534828 0.537351
threshold=0.00093549740267917525 0.0014881226234138014 0.00017767510871635753 0.00244467705488205 0.00017767510871635753 0.0072436286136507997 0.0072436286136507997 0.00017767510871635753 0.00040826165059115743 0.021960759535431865 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 7 -1 9 -7 -4 -9 10 -5
right_child=-2 2 3 5 -6 6 -8 8 -10 -11 -12
leaf_value=0.001172899302885138 -0.00023064335590606251 -0.0064035240064899889 0.00089943469152662769 0.0063692480606467091 -0.00057969047044124661 0.0047517488660523107 -0.0037530476249769641 -0.00049307021206672417 -0.0097443030398196104 0.008664339106343984 0.0016394831078867091
leaf_weight=902.13953697681427 5038.239361166954 50.739184498786926 267.96584594249725 139.41299450397491 2580.2166266441345 85.365909934043884 87.707017064094543 54.098024725914001 39.257999539375305 87.136915326118469 227.72046339511871
leaf_count=544 2293 32 134 50 1473 32 52 29 29 26 86
internal_value=0 0.000256988 0.001539 0.00194662 -0.000125664 0.0033359 0.00044183 -0.000465508 -0.00438339 0.00443851 0.00343553
internal_weight=0 4521.76 1039.4 988.665 3482.36 627.343 173.073 361.322 93.356 454.27 367.133
internal_count=4780 2487 470 438 2017 246 84 192 58 162 136
is_linear=0
shrinkage=0.06


Tree=241
num_leaves=12
num_cat=0
split_feature=141 109 18 34 105 17 82 70 133 146 109
split_gain=0.146016 0.444527 0.373816 0.324529 0.432222 0.313498 0.265734 0.195766 0.194115 0.257522 0.758333
threshold=0.031632266007363803 0.0030382014811038975 0.0021592099219560628 0.0025217677466571335 0.0036604277556762104 0.0012357163941487672 0.00017767510871635753 0.00039601318712811922 0.044033329933881767 0.044033329933881767 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 7 3 6 5 -5 -3 -2 9 -1 -11
right_child=1 2 -4 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-5.9727976191382747e-05 -0.00045916343734722003 0.0076209821910752694 -0.0032751099847378399 -0.0048690261401090123 0.0036165342972589946 0.0024121395777693413 0.0020385229474727783 -0.0063052407659547243 -0.0020293386865525061 0.0051357349214508673 -0.0030133449300557783
leaf_weight=8750.2701641321182 50.270963072776794 67.116104364395142 43.502342462539673 53.446632742881775 113.74317634105682 35.379997730255127 56.571362257003784 34.962716460227966 175.36309397220612 115.56512188911438 63.808204293251038
leaf_count=4381 28 24 23 34 42 17 29 24 93 47 38
internal_value=0 0.00104896 0.00194938 0.002646 0.00116732 -0.00196891 0.00506771 -0.00285721 -5.24186e-05 -1.35952e-05 0.00223687
internal_weight=0 454.993 369.76 326.257 202.57 88.8266 123.687 85.2337 9105.01 8929.64 179.373
internal_count=4780 221 169 146 93 51 53 52 4559 4466 85
is_linear=0
shrinkage=0.06


Tree=242
num_leaves=12
num_cat=0
split_feature=70 33 79 101 105 9 26 108 79 125 11
split_gain=0.147242 0.335181 0.479776 0.367355 0.482135 0.292914 0.281889 0.190301 0.396977 0.619356 0.59225
threshold=0.034632634371519096 0.017724351026117805 0.015200819820165636 0.0035485138650983576 0.0046923852059990176 0.00044738779251929378 0.00080172589514404546 0.0098710241727530974 0.0058306583669036635 0.012252715881913902 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 -3 -1 10 -10 -9
right_child=1 6 -4 -5 -6 -7 -8 8 9 -11 -12
leaf_value=-0.00020378979257678899 0.0060225056710477478 0.0010255572433599928 -0.0018201345785462703 -0.00062607632067367841 0.0094748950115108987 -9.957879978620516e-05 -0.0062743823203855915 -0.001803398087084896 0.0025432873361865976 -0.0026276434658772606 0.00069571448146745244
leaf_weight=6933.6861727237701 50.922355055809021 40.326672792434692 85.60002064704895 59.044699788093567 55.166697978973389 62.871761441230774 36.082329869270325 490.44482338428497 523.49347400665283 99.188202023506165 1123.172670006752
leaf_count=3452 23 17 34 29 17 30 23 302 204 55 594
internal_value=0 0.00114178 0.00201 0.00344795 0.00487165 0.00264003 -0.00242167 -4.85618e-05 0.000432725 0.0017196 -6.38688e-05
internal_weight=0 390.015 313.606 228.006 168.961 113.794 76.409 9169.99 2236.3 622.682 1613.62
internal_count=4780 173 133 99 70 53 40 4607 1155 259 896
is_linear=0
shrinkage=0.06


Tree=243
num_leaves=12
num_cat=0
split_feature=7 122 122 98 65 147 38 75 82 83 7
split_gain=0.152468 0.470931 0.88559 0.578347 0.560012 0.553698 0.607256 0.610095 0.502535 0.952055 0.878439
threshold=0.00055427959887310873 0.00075379351619631063 0.00040826165059115743 0.02636832278221846 0.00038414125447161501 0.0092791137285530585 0.0011261500185355546 0.0020932231564074759 0.00073092587990686308 0.0081988852471113222 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 6 7 -4 -2 -10 -11
right_child=1 -3 5 4 -6 -7 -8 -9 9 10 -12
leaf_value=0.0003226078025439345 -0.00088201343108470782 -0.0010854650814273409 0.0010847281860509822 -0.00065156187853165958 -0.0084368026701942232 0.00011299354553063722 -0.0019992189334263211 0.0065593465518658019 0.0017588918553306044 0.00047093788303941307 -0.0031019414977864626
leaf_weight=3398.8631393909454 1613.6066633462906 1543.0298384428024 112.2062816619873 75.706670522689819 59.329750657081604 274.81575679779053 58.159197092056274 211.24166321754456 1102.9069182872772 736.96460402011871 373.16939628124237
leaf_count=2001 748 705 50 34 42 108 32 72 442 369 177
internal_value=0 -0.00017797 0.000125247 -0.000212964 -0.00407209 0.00216644 0.00364523 0.00466016 -7.6781e-05 0.000510343 -0.000730079
internal_weight=0 6161.14 4618.11 3961.68 135.036 656.423 381.607 323.448 3826.65 2213.04 1110.13
internal_count=4780 2779 2074 1812 76 262 154 122 1736 988 546
is_linear=0
shrinkage=0.06


Tree=244
num_leaves=12
num_cat=0
split_feature=4 11 97 13 25 14 91 94 139 111 9
split_gain=0.141882 0.600883 0.53085 0.543389 0.79261 0.626732 0.54607 0.843589 0.586017 0.551548 0.512633
threshold=0.00096484774257987748 0.00747153488919139 0.0079489401541650313 0.0030382014811038975 0.0032328735105693345 0.0034400182776153092 0.0049928687512874612 0.00080172589514404546 0.0019672545604407792 0.00060774214216507982 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 8 -8 9 -1 -9
right_child=-2 -3 -4 4 5 -7 7 10 -10 -11 -12
leaf_value=0.00013799214756156657 -0.0002428467903093196 0.0016327100778337504 0.0016723913847900541 -0.01113619155750741 -0.0071241452682744566 0.0012232429781964243 0.0014785406080671392 -0.0022113742217436498 0.0056497813334922004 -0.0045949654045227611 -0.0075270810218569534
leaf_weight=2801.5955107212067 4544.1419566869736 891.29891395568848 537.91621792316437 38.789778113365173 48.031736254692078 99.371372580528259 151.41334104537964 188.66622447967529 67.350215077400208 91.53407871723175 99.890534162521362
leaf_count=1452 2319 388 211 25 30 46 68 101 26 53 61
internal_value=0 0.000220008 -8.52703e-05 -0.00034888 -0.00350497 -0.00149678 -0.000176068 -0.00214838 0.000117047 -1.17512e-05 -0.00405153
internal_weight=0 5015.86 4124.56 3586.64 186.193 147.403 3400.45 439.97 2960.48 2893.13 288.557
internal_count=4780 2461 2073 1862 101 76 1761 230 1531 1505 162
is_linear=0
shrinkage=0.06


Tree=245
num_leaves=12
num_cat=0
split_feature=123 47 7 138 46 87 81 114 69 80 37
split_gain=0.135156 0.183014 0.161696 0.49474 0.455693 0.56421 0.429734 0.584851 0.965306 0.743461 0.507241
threshold=0.021960759535431865 0.00096484774257987748 0.00055427959887310873 0.0037758676335215573 0.0016846025246195497 0.0011615398107096555 0.0013146653072908523 0.017188700847327713 0.004017772153019906 0.00017767510871635753 0.007706565549597145
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 7 8 10 -9 -4
right_child=1 -3 6 4 5 -7 -8 9 -10 -11 -12
leaf_value=0.00014066626152468977 0.00063023769646624976 -0.0050609137568274568 -0.0058846935029895431 0.0054426799872360401 -0.0025047567367890967 0.0052658169631923189 6.0908140505799517e-06 -0.003646441150897981 0.0027562760104369983 0.0034680219226333078 -0.00015682719388748829
leaf_weight=3102.1027457714081 37.85333526134491 43.970563888549805 241.27829468250275 126.57808542251587 87.238795638084412 54.749416708946228 5487.0948379039764 84.948628664016724 81.772958993911743 140.06438648700714 72.347830295562744
leaf_count=1864 17 27 149 46 48 24 2451 39 33 45 37
internal_value=0 -0.00242808 2.09613e-05 0.000354551 0.00282505 0.000491509 -0.000163143 -0.0016599 -0.00304959 0.000782116 -0.00456338
internal_weight=0 81.8239 9478.18 3370.67 268.566 141.988 6107.51 620.412 395.399 225.013 313.626
internal_count=4780 44 4736 1982 118 72 2754 303 219 84 186
is_linear=0
shrinkage=0.06


Tree=246
num_leaves=12
num_cat=0
split_feature=117 49 75 128 102 124 125 132 114 125 108
split_gain=0.137617 0.184019 0.216827 0.140815 0.490636 0.445736 0.32421 0.196735 0.363744 0.403018 0.46012
threshold=0.12087306752800943 0.00064626874518580746 0.0013146653072908523 0.05109804309904576 0.0025217677466571335 0.028884131461381916 0.0022975050378590827 0.0051502294372767219 0.017188700847327713 0.0079489401541650313 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 6 -6 -5 8 -1 10 -10
right_child=1 -3 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=6.7922065321560196e-06 -0.0011284346167878621 0.002213134424819501 -0.0062131227332107193 0.0077307341121531327 -0.0062219378016851942 0.0019945881507530123 0.0011768279204806616 -0.00077675913711529939 0.0049674617611467266 -0.0026963139784588436 0.00050203871489036599
leaf_weight=7728.4848128557205 109.18343245983124 36.499611139297485 41.731337070465088 52.693360447883606 41.497226357460022 55.634919404983521 56.103140830993652 1046.9565979242325 163.02675640583038 58.810589075088501 169.37809574604034
leaf_count=3977 77 16 29 17 27 21 25 450 51 27 63
internal_value=0 -0.00160985 -0.00253447 3.21907e-05 0.00158384 -0.00151571 0.00435108 -2.66705e-06 9.71446e-05 0.00188206 0.00269209
internal_weight=0 187.414 150.915 9372.59 205.929 97.1321 108.797 9166.66 8119.7 391.215 332.405
internal_count=4780 122 106 4658 90 48 42 4568 4118 141 114
is_linear=0
shrinkage=0.06


Tree=247
num_leaves=12
num_cat=0
split_feature=94 12 74 129 27 7 75 45 145 125 131
split_gain=0.135744 0.398413 0.651974 0.717234 0.519023 0.490057 0.452113 0.447303 0.476196 0.471989 0.591278
threshold=0.0084566329605877417 0.024810968898236755 0.00037263428384903824 0.0092791137285530585 0.0028552538715302949 0.001792412775103003 0.0062037324532866487 0.00082683752407319855 0.0010918468469753864 0.0031340263085439806 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -4 -5 -6 9 -9 -2 -11
right_child=1 -3 4 5 6 -7 -8 8 -10 10 -12
leaf_value=-0.00010682354605814804 0.0053740591805816005 -0.0030599729533855994 0.0063469029312145063 -0.0011912304160615877 -0.00099820148940365692 -0.01070540483343492 0.0034184469073803422 -0.004061419586941833 0.00023740967178849387 -0.0019665637935471682 0.0069051520625071682
leaf_weight=7815.3160872459412 116.9188460111618 107.49371731281281 105.38672089576721 42.382729053497314 145.81527400016785 36.082329869270325 195.04791390895844 105.95682263374329 745.13788890838623 108.43016016483307 36.031389713287354
leaf_count=3937 48 52 34 24 73 23 71 60 386 60 12
internal_value=0 0.000478516 0.000710845 -2.2083e-05 0.00266686 -0.00556634 0.00152908 0.000368965 -0.000297772 0.00253996 0.000246207
internal_weight=0 1744.68 1637.19 1190.94 446.25 78.4651 340.863 1112.48 851.095 261.38 144.462
internal_count=4780 843 791 613 178 47 144 566 446 120 72
is_linear=0
shrinkage=0.06


Tree=248
num_leaves=12
num_cat=0
split_feature=6 1 50 37 22 81 7 20 123 50 46
split_gain=0.132012 0.362626 0.581847 0.418879 0.443631 0.681767 0.398426 0.362829 0.36065 0.253227 0.390373
threshold=0.00055427959887310873 0.0005375427135732026 0.00017767510871635753 0.00075379351619631063 0.00057154725072905432 0.0058306583669036635 0.0020292587578296666 0.0026833302108570938 0.0017376682371832433 0.00017767510871635753 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 6 4 5 8 -2 -5 -3 -1 -11
right_child=1 3 -4 7 -6 -7 -8 -9 -10 10 -12
leaf_value=0.00088364881894075723 -0.0049499405931477652 0.00076585988509329252 0.0041394817448453499 0.0030626555899372181 -0.0071271481404259589 0.0034633592902538349 0.0020518712504656251 -0.0025075696101002627 -0.0067899100494194691 -0.0017078380146739978 -5.8826293905307097e-05
leaf_weight=906.75998103618622 53.446632742881775 35.614108443260193 211.70988464355469 154.06984913349152 50.50507378578186 77.477675914764404 64.642766833305359 57.925086379051208 62.922701597213745 556.0240330696106 7328.9020861387253
leaf_count=425 34 19 76 59 30 28 24 30 41 334 3680
internal_value=0 0.000754215 0.00225728 -0.000376217 -0.00217018 -0.000747842 -0.00111711 0.00154066 -0.00405903 -6.59116e-05 -0.00017511
internal_weight=0 768.314 329.799 438.514 226.52 176.014 118.089 211.995 98.5368 8791.69 7884.93
internal_count=4780 341 134 207 118 88 58 89 60 4439 4014
is_linear=0
shrinkage=0.06


Tree=249
num_leaves=12
num_cat=0
split_feature=49 129 24 138 59 101 19 100 147 109 99
split_gain=0.13518 0.158554 0.624984 0.377544 0.482486 0.669712 0.860298 0.826838 0.740666 0.779454 0.855463
threshold=0.041476719081401832 0.0028552538715302949 0.019431582652032379 0.00052132029668428015 0.0026833302108570938 0.0011261500185355546 0.017188700847327713 0.010829726699739696 0.0092791137285530585 0.011519505176693203 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 8 -7 -6 10 -10
right_child=-2 2 -4 4 5 7 -8 -9 9 -11 -12
leaf_value=0.00015954598200073337 0.0024641014456912584 -0.0016005166942411964 -0.0059788801144048049 0.00093741456971254973 0.0015410956827860446 -0.00033777415782877972 -0.01016844083905479 0.0053820722145757694 -0.0057267104497842111 -0.010510508152615412 0.0010849379638439756
leaf_weight=6158.7164829969406 79.482792019844055 594.97639167308807 69.640382051467896 1237.7092287540436 172.13648414611816 784.74163949489594 46.443901419639587 102.91338336467743 124.85802018642426 46.678012132644653 141.7031614780426
leaf_count=3276 24 297 35 516 76 344 27 34 63 29 59
internal_value=0 -2.06585e-05 -0.000354763 -0.000234331 7.15754e-05 -0.000683392 -0.00236712 0.000325376 -0.00162064 -0.00335812 -0.00210566
internal_weight=0 9480.52 3321.8 3252.16 2657.18 1419.47 531.82 887.655 485.376 313.239 266.561
internal_count=4780 4756 1480 1445 1148 632 254 378 227 151 122
is_linear=0
shrinkage=0.06


Tree=250
num_leaves=12
num_cat=0
split_feature=90 144 128 52 102 133 10 137 38 37 31
split_gain=0.129491 0.291357 0.513454 0.496347 0.408825 0.381712 0.378253 0.422679 0.385268 0.483982 0.271711
threshold=0.00060774214216507982 0.00060774214216507982 0.0030382014811038975 0.0046923852059990176 0.00899649551138282 0.0010263677686452868 0.012252715881913902 0.00037263428384903824 0.0017376682371832433 0.0012745757703669371 0.010500331409275534
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 6 -5 -3 7 -4 9 -9 -7
right_child=1 2 3 4 -6 10 -8 8 -10 -11 -12
leaf_value=7.5835033476696155e-05 0.00080572300798694427 0.00021932953656411604 0.003488427194479375 0.00020928504695147247 0.0075022493826633592 -0.0065001337273639329 -0.00546501993575557 -0.0090646860149604797 0.00064435313651268361 0.00012607571845903046 -0.001009509885035737
leaf_weight=8551.4558887481689 334.16609752178192 67.635265946388245 74.770227670669556 65.813320398330688 47.746685385704041 127.66734874248505 64.042315006256104 45.324288010597229 100.02276456356049 37.85333526134491 43.502342462539673
leaf_count=4225 203 39 26 34 17 87 40 28 41 17 23
internal_value=0 -0.000643006 -0.00136088 -0.000135015 0.00327564 -0.00359681 -0.0013378 -0.000313205 -0.00186478 -0.00488206 -0.00510471
internal_weight=0 1008.54 674.378 435.573 113.56 238.805 322.013 257.971 183.2 83.1776 171.17
internal_count=4780 555 352 203 51 149 152 112 86 45 110
is_linear=0
shrinkage=0.06


Tree=251
num_leaves=12
num_cat=0
split_feature=18 100 98 108 101 105 10 112 83 148 121
split_gain=0.143176 0.196133 0.332874 0.148047 0.458493 0.597156 0.473373 0.443519 0.415181 0.455727 0.331516
threshold=0.13848232477903369 0.0049928687512874612 0.00080172589514404546 0.015200819820165636 0.0030382014811038975 0.00052132029668428015 0.0045489775948226461 0.00017767510871635753 0.02636832278221846 0.023343417793512348 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 7 -6 -5 9 -8 -7
right_child=1 -3 -4 4 6 10 8 -9 -10 -11 -12
leaf_value=-0.00013561002377090567 0.0036181240524729976 0.0046507644389466455 -0.0026935673666455633 0.0033828052253691027 -0.00042767730993874687 -0.0024800284302808661 0.0074759910967067229 -0.0007932236313820324 -0.00017280747993284645 0.00070816228433177831 8.3981718600703906e-05
leaf_weight=7887.2769863605499 57.874146223068237 55.400808691978455 62.637650728225708 242.01097691059113 141.10270965099335 339.01089227199554 122.09963178634644 147.27087843418121 63.808204293251038 50.688244342803955 390.81875002384186
leaf_count=3939 19 19 28 113 75 181 50 96 38 21 201
internal_value=0 0.00169592 0.000337536 -3.17914e-05 0.000515269 -9.47875e-05 0.00232285 0.00180295 0.00396323 0.00549061 -0.00110702
internal_weight=0 175.913 120.512 9384.09 1496.81 1119.11 377.699 389.282 236.596 172.788 729.83
internal_count=4780 66 47 4714 775 591 184 209 109 71 382
is_linear=0
shrinkage=0.06


Tree=252
num_leaves=12
num_cat=0
split_feature=79 15 42 60 125 56 28 148 137 107 45
split_gain=0.139056 0.471602 0.514976 0.322254 0.177793 0.330365 0.509478 0.711849 0.443428 0.396 0.602377
threshold=0.05109804309904576 0.0032328735105693345 0.0027679565828293566 0.0011261500185355546 0.00017767510871635753 0.00080172589514404546 0.0012357163941487672 0.010180860292166473 0.00040826165059115743 0.00244467705488205 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 9 8 -8 10 -1
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.0010280003595496343 0.00033097277913917648 -0.0068602985346243204 0.0057056405200546119 -0.0057677882669637144 0.00015572694346242317 -0.0046756242927422469 0.0056783559792208879 -0.0039173472686639026 -0.0016877407637536882 1.506723286972199e-05 -0.0034504211062779682
leaf_weight=154.40584015846252 86.068242073059082 46.443901419639587 42.331788897514343 48.91723895072937 7708.8802131414413 66.515652537345886 137.40787839889526 51.624687194824219 37.436053991317749 819.24696457386017 360.7214183807373
leaf_count=83 38 27 13 27 3725 40 54 29 24 512 208
internal_value=0 -0.00147813 -6.83975e-05 -0.00187915 3.54262e-05 -0.000534445 -0.000357968 0.00227332 0.00410119 -0.000804548 -0.00210805
internal_weight=0 223.761 177.317 134.985 9336.24 1627.36 1560.84 226.469 174.844 1334.37 515.127
internal_count=4780 105 78 65 4675 950 910 107 78 803 291
is_linear=0
shrinkage=0.06


Tree=253
num_leaves=12
num_cat=0
split_feature=135 11 17 150 72 146 72 123 11 78 39
split_gain=0.135477 0.377357 0.623158 0.419136 0.394645 0.211225 0.448035 0.439392 0.581729 0.392784 0.364891
threshold=0.035692447796463973 0.011880517937242987 0.0087224207818508166 0.0068083447404205808 0.0037758676335215573 0.011519505176693203 0.0054799309000372895 0.00038414125447161501 0.016668972559273246 0.010500331409275534 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 10 -8 9 -9 -7
right_child=1 -3 -4 -5 -6 6 7 8 -10 -11 -12
leaf_value=9.9747841715915723e-05 -0.0042844999552470739 0.0041278277739013099 -0.0067589963975826653 0.0053927378994986274 0.0022052666870891655 -0.00079376133730067104 0.0011476003007565361 -0.0039580854092568993 -0.0071424378961257541 0.00074933949808526099 -0.0035274992024481163
leaf_weight=7369.513809800148 59.095639944076538 106.9745557308197 42.382729053497314 61.049815893173218 78.597289323806763 537.02095520496368 655.35422551631927 85.885071516036987 54.566246151924133 248.26043593883514 261.29910564422607
leaf_count=3710 40 37 24 25 27 309 274 47 33 103 151
internal_value=0 0.00116193 -0.000153888 0.00125468 -0.000580039 -4.39069e-05 -0.000618524 0.000199642 -0.00139858 -0.000460605 -0.00168854
internal_weight=0 348.1 241.125 198.743 137.693 9211.9 1842.39 1044.07 388.712 334.146 798.32
internal_count=4780 153 116 92 67 4627 917 457 183 150 460
is_linear=0
shrinkage=0.06


Tree=254
num_leaves=12
num_cat=0
split_feature=39 89 23 87 109 129 146 121 8 22 18
split_gain=0.129434 0.407579 0.278365 0.774089 0.516832 0.248186 0.194934 0.588219 0.534043 0.346304 0.594488
threshold=0.028884131461381916 0.0017376682371832433 0.0081988852471113222 0.004017772153019906 0.014740333426743748 0.00066645268816500913 0.015675474889576439 0.016164712607860569 0.0053125319536775359 0.00017767510871635753 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 4 -4 -2 -1 9 -9 -8 -11
right_child=1 -3 3 -5 -6 -7 7 8 -10 10 -12
leaf_value=5.1307982744430127e-05 -0.00031683050585498208 -0.0028253241834912666 -0.0070061173569247277 0.0038381509214212481 0.00091849367171473802 0.0041939471355094239 -0.0004910539937341454 -0.00092211645314045393 0.0069502216913183909 -0.00098762351339910055 -0.0063045147019522461
leaf_weight=7881.4653986692429 58.576478362083435 88.775690317153931 61.986258745193481 105.85494232177734 56.754532814025879 175.3934440612793 675.0292854309082 60.632534623146057 63.523153424263 215.22154533863068 116.78661561012268
leaf_count=3995 25 40 33 38 20 51 347 32 25 106 68
internal_value=0 0.000895867 0.00161627 0.00010745 -0.00321839 0.00306463 -5.44062e-05 -0.000790959 0.0031057 -0.00127137 -0.00285788
internal_weight=0 547.341 458.566 224.596 118.741 233.97 9012.66 1131.19 124.156 1007.04 332.008
internal_count=4780 207 167 91 53 76 4573 578 57 521 174
is_linear=0
shrinkage=0.06


Tree=255
num_leaves=12
num_cat=0
split_feature=21 107 10 72 135 37 150 47 91 138 19
split_gain=0.131549 0.381482 0.413359 0.364945 0.3635 0.34544 0.361501 0.405543 0.368993 0.26578 0.196591
threshold=0.0092791137285530585 0.0051502294372767219 0.00899649551138282 0.013032016810029747 0.02129978779703379 0.00044738779251929378 0.012252715881913902 0.019431582652032379 0.0014427106943912806 0.00017767510871635753 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 9 8 -8 -7 10 -3
right_child=1 3 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=6.2139583526245684e-05 -0.00039019339630491558 0.0013983776997227809 -0.0062337435363063734 -0.0054723814291319662 0.0058206858268670175 0.0028424157845707296 0.0091143299957795881 0.00084072443017579326 -0.0051018921152174304 -0.0042455770002201394 -0.0026679194899308671
leaf_weight=8868.7053147554398 89.895303726196289 114.54738879203796 84.582287549972534 40.143502235412598 41.914507627487183 47.32940411567688 41.212175488471985 44.204674601554871 37.904275417327881 81.223447322845459 68.337598085403442
leaf_count=4368 39 70 57 26 20 24 14 29 28 60 45
internal_value=0 -0.000797197 -0.003223 2.17546e-05 0.000484448 -3.00108e-05 0.00207401 0.0048326 -0.000690498 -0.0013895 -0.000121053
internal_weight=0 691.295 174.478 516.817 476.673 434.759 170.651 85.4169 85.2337 264.108 182.885
internal_count=4780 412 96 316 290 270 95 43 52 175 115
is_linear=0
shrinkage=0.06


Tree=256
num_leaves=12
num_cat=0
split_feature=6 50 123 87 136 20 18 99 6 43 36
split_gain=0.127992 0.301353 0.579531 0.455645 0.422519 0.621575 0.370557 0.352449 0.3218 0.328708 0.64619
threshold=0.00055427959887310873 0.00017767510871635753 0.0026833302108570938 0.0014881226234138014 0.0020292587578296666 0.0026833302108570938 0.0012357163941487672 0.0035485138650983576 0.0010918468469753864 0.00046126570669002836 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -5 8 -3 10 -10
right_child=1 3 -4 6 -6 -7 -8 -9 9 -11 -12
leaf_value=-6.4900355744732492e-05 0.0011329220431653445 0.0038810270355477119 -0.0066012651697907425 0.0006927041536593109 0.007297476377382677 -0.0039494546924361239 -0.0056100682063940218 0.0051718578899445878 0.0025213963833922571 0.0025629211631229853 -0.0085282694475838829
leaf_weight=8791.6861002445221 96.663924336433411 95.727481484413147 54.566246151924133 91.717249274253845 52.693360447883606 61.986258745193481 52.978411316871643 122.28280234336853 36.265500426292419 63.289042711257935 40.143502235412598
leaf_count=4439 44 36 33 44 17 33 30 41 14 23 26
internal_value=0 0.000742644 -0.0016577 0.0013309 0.00223324 0.00159742 -0.00161497 0.00255862 0.00120128 -0.000635013 -0.00328384
internal_weight=0 768.314 151.23 617.084 472.388 419.695 144.696 357.708 235.426 139.698 76.409
internal_count=4780 341 77 264 190 173 74 140 99 63 40
is_linear=0
shrinkage=0.06


Tree=257
num_leaves=12
num_cat=0
split_feature=13 72 66 8 37 129 108 117 142 50 118
split_gain=0.129476 0.159723 0.634788 0.50521 0.645924 0.520762 0.498328 0.423814 0.517849 0.574576 0.493619
threshold=0.015441739000380041 0.0028552538715302949 0.0060143163427710542 0.000490355829242617 0.00057154725072905432 0.007706565549597145 0.0038949446752667431 0.034632634371519096 0.0056525857653468856 0.015200819820165636 0.01884530205279589
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 10 -9 -10 -5
right_child=-2 2 -4 7 -6 -7 -8 8 9 -11 -12
leaf_value=0.00027490903491140595 0.0025019812971085473 -0.0075305299943727866 -0.0054772408448400256 0.0002962238618340821 -0.0083739285670171165 0.0024334968786766942 -0.00032975984701692204 0.00020181255888085135 -0.0081132795060507145 -0.0012416006431347805 -0.0021467308867868639
leaf_weight=3904.0255175828934 73.884724974632263 61.100756049156189 81.64072859287262 4530.3283545970917 56.154080986976624 87.839247465133667 79.767842888832092 189.31761646270752 79.167391061782837 98.068588614463806 318.70503044128418
leaf_count=2228 29 36 53 1958 36 32 37 96 53 56 166
internal_value=0 -1.94872e-05 -0.000225383 -0.000147432 -0.00260793 -0.00119221 -0.00345304 -1.30465e-05 -0.00198024 -0.00431103 0.000135659
internal_weight=0 9486.12 5582.09 5500.45 284.862 228.708 140.869 5215.59 366.554 177.236 4849.03
internal_count=4780 4751 2523 2470 141 105 73 2329 205 109 2124
is_linear=0
shrinkage=0.06


Tree=258
num_leaves=12
num_cat=0
split_feature=49 141 11 150 109 83 102 42 35 51 75
split_gain=0.124905 0.156923 0.547435 0.546736 0.420695 0.343269 0.337968 0.320298 0.327161 0.345158 0.299522
threshold=0.041476719081401832 0.016668972559273246 0.011880517937242987 0.0060143163427710542 0.0026012937305495147 0.0046923852059990176 0.00052132029668428015 0.00060774214216507982 0.0014427106943912806 0.0079489401541650313 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 10 -3 -6 -7 -8 -9 -10 -4
right_child=-2 2 3 -5 5 6 7 8 9 -11 -12
leaf_value=-0.0001006143307161771 0.0023685962076737052 -0.0016102675281968837 -0.00298226878015459 0.0024258194108813754 -0.00087499507111243565 0.00013210657873015589 0.0075213032608513787 -0.001703343733138789 0.0020878534832575522 0.0065582331721948852 -0.011196000202391733
leaf_weight=8545.2779599428177 79.482792019844055 153.98855888843536 34.494495034217834 36.265500426292419 132.74625420570374 153.0521160364151 59.227870345115662 50.739184498786926 193.27690851688385 91.666309118270874 29.781930685043335
leaf_count=4299 24 90 20 14 67 82 20 32 77 33 22
internal_value=0 -1.98579e-05 0.000718014 -0.00346459 0.00122182 0.00186249 0.00252566 0.00345331 0.00273555 0.00352598 -0.00678803
internal_weight=0 9480.52 935.239 100.542 834.697 680.709 547.962 394.91 335.682 284.943 64.2764
internal_count=4780 4756 457 56 401 311 244 162 142 110 42
is_linear=0
shrinkage=0.06


Tree=259
num_leaves=12
num_cat=0
split_feature=43 149 112 40 144 122 47 144 0 22 144
split_gain=0.131396 0.468829 0.749681 0.404753 0.361437 0.474713 0.468717 0.451779 0.603495 0.595035 0.586833
threshold=0.0017376682371832433 0.0041444667149335155 0.00062670491752214741 0.0020932231564074759 0.0062037324532866487 0.031632266007363803 0.0098710241727530974 0.00070876078098081063 0.00068727668258361529 0.00057154725072905432 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -6 9 -9 -2 -10
right_child=4 2 -4 -5 6 -7 -8 8 10 -11 -12
leaf_value=4.1522762773604133e-05 -0.00069990434060173952 -0.0034502439543708323 0.0069310031002600041 0.0023058253155292165 0.0023029193772383782 0.0059997208577890031 -0.0034923527579191677 0.0032633737340761449 -0.0043320080607613968 0.0020065983023314898 -0.0011034156776556147
leaf_weight=6225.2104754447937 1155.9373397827148 65.396039128303528 93.48825466632843 134.28314888477325 322.5115020275116 38.972948670387268 59.512921214103699 84.063125967979431 284.49558627605438 391.47014200687408 704.65839564800262
leaf_count=3020 726 41 38 59 114 16 33 42 159 196 336
internal_value=0 0.000151948 0.00249676 0.000420681 -0.000325634 -0.000573521 0.00140011 -0.000671276 -0.00161723 -1.52011e-05 -0.00203201
internal_weight=0 6518.38 293.167 199.679 3041.62 2659.6 382.024 2620.62 1073.22 1547.41 989.154
internal_count=4780 3158 138 100 1622 1475 147 1459 537 922 495
is_linear=0
shrinkage=0.06


Tree=260
num_leaves=12
num_cat=0
split_feature=70 108 75 8 5 28 46 66 131 145 92
split_gain=0.130248 0.391722 0.379306 0.21117 0.343397 0.256656 0.165819 0.402789 0.358523 0.471707 0.713457
threshold=0.034632634371519096 0.0060143163427710542 0.001792412775103003 0.0053125319536775359 0.00043393640953581786 0.00085274505545385193 0.0016846025246195497 0.0044099434744566688 0.0045489775948226461 0.0010918468469753864 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 5 -5 -3 -1 8 -8 -10 -11
right_child=1 3 -4 4 -6 -7 7 -9 9 10 -12
leaf_value=0.00032114391183750364 0.0066344886994651993 -0.0012060552419211688 0.00086625167693502752 4.3200086857566989e-05 -0.0069799501836312165 0.0046248196494634748 -0.00050381797153757851 -0.0043409677286819267 0.0017613394234072114 0.00043506778788273087 -0.0031713185668968301
leaf_weight=2989.9257441759109 69.82355260848999 64.69370698928833 99.554543137550354 70.057663321495056 39.023888826370239 46.861182689666748 3962.2042347192764 84.348176836967468 682.79504907131195 1214.8996793031693 235.81245803833008
leaf_count=1529 26 35 37 28 27 20 2070 55 276 543 134
internal_value=0 0.00107387 0.00324412 -0.000592187 -0.00246933 0.00124334 -4.56734e-05 -0.00022314 -0.000166161 0.000460913 -0.000151148
internal_weight=0 390.015 169.378 220.636 109.082 111.555 9169.99 6180.06 6095.71 2133.51 1450.71
internal_count=4780 173 63 110 55 55 4607 3078 3023 953 677
is_linear=0
shrinkage=0.06


Tree=261
num_leaves=12
num_cat=0
split_feature=69 5 63 11 133 43 149 19 129 103 102
split_gain=0.127031 0.425867 0.381926 0.334843 0.425877 0.421851 0.415461 0.316353 0.492268 0.314683 0.332507
threshold=0.014293605927377941 0.0044099434744566688 0.014740333426743748 0.004017772153019906 0.0054799309000372895 0.016668972559273246 0.0048403022810816774 0.0034400182776153092 0.0053125319536775359 0.0010918468469753864 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -6 -5 9 10 -9
right_child=1 -3 -4 5 6 -7 -8 8 -10 -11 -12
leaf_value=5.9798644076774518e-05 -0.0059552123552686258 -0.0062417541132177333 -0.0055691252413802217 0.0034830835029364161 0.0036167421128721596 0.0055901275194612278 -0.003522848010540279 -0.0045458095736541776 -0.0053791251497049015 0.0039523884293157984 0.0019499976090660046
leaf_weight=8895.0677050352097 65.161928415298462 48.031736254692078 47.095293402671814 79.29962146282196 59.461981058120728 61.93531858921051 57.925086379051208 55.21763813495636 64.459596276283264 68.001607060432434 58.342367649078369
leaf_count=4477 39 30 22 33 22 22 30 28 33 21 23
internal_value=0 -0.000799951 -0.000376253 5.2946e-05 -0.0020655 0.00105156 9.36847e-05 0.000187502 -0.000874757 0.000724423 -0.00120854
internal_weight=0 664.932 616.9 569.805 182.549 387.256 117.387 325.321 246.021 181.562 113.56
internal_count=4780 303 273 251 91 160 52 138 105 72 51
is_linear=0
shrinkage=0.06


Tree=262
num_leaves=12
num_cat=0
split_feature=128 89 24 35 100 23 30 106 5 28 45
split_gain=0.134807 0.423212 0.493112 0.571075 0.512784 0.512401 0.492337 0.698691 0.557247 0.494201 0.518618
threshold=0.0048403022810816774 0.00068727668258361529 0.0010263677686452868 0.0026833302108570938 0.00017767510871635753 0.02636832278221846 0.0017376682371832433 0.016668972559273246 0.0066005610860884198 0.0013986918493174019 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6 8 9 10 -8
right_child=1 -3 4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=0.00012622325522544716 0.00021920302027367188 0.00023212909205170583 0.0028267338302592573 -0.0056926629626750979 0.0021490662049174812 0.0045379658151022363 -0.00072620191880480242 0.0027416582011035202 0.0019673327539470806 -0.008915809663518022 -0.0082200621421183694
leaf_weight=7276.3311960697174 90.129414439201355 1424.5535076856613 129.98786580562592 169.34774565696716 80.001953601837158 46.627071976661682 96.429813623428345 61.049815893173218 42.800010323524475 92.002300143241882 50.739184498786926
leaf_count=3738 41 612 54 105 39 18 42 25 17 57 32
internal_value=0 -0.000402178 -0.00145396 -0.00363918 -0.000508373 -0.00143145 -0.00208942 -0.00307795 -0.00433796 -0.0054663 -0.00330985
internal_weight=0 2283.67 859.115 259.477 599.638 469.65 423.023 343.021 281.971 239.171 147.169
internal_count=4780 1042 430 146 284 230 212 173 148 131 74
is_linear=0
shrinkage=0.06


Tree=263
num_leaves=12
num_cat=0
split_feature=43 86 43 100 28 138 122 121 9 114 47
split_gain=0.129605 0.497758 0.17001 0.474339 0.456479 0.574467 0.451513 0.380794 0.811978 0.60796 0.333365
threshold=0.11438806727528573 0.00044738779251929378 0.0017376682371832433 0.010829726699739696 0.00017767510871635753 0.00096484774257987748 0.031632266007363803 0.0025217677466571335 0.0011261500185355546 0.0028552538715302949 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 -5 -6 10 -1 9 -9 -4
right_child=1 -3 6 4 5 -7 -8 8 -10 -11 -12
leaf_value=8.2835485142860484e-05 -0.00078741878907086487 0.0068637194366948104 -0.0043565361238738264 -0.0002885332296005391 0.0048894538362754293 -0.00076954049177188556 0.0057088633467937584 0.0024282882632339973 -0.0084014641888117362 -0.0056867895226724672 -0.00039095284728099641
leaf_weight=5772.9246282577515 89.111681342124939 46.627071976661682 78.465058922767639 213.45053994655609 229.3082982301712 89.895303726196289 42.800010323524475 103.6666556596756 60.215253353118896 48.91723895072937 2784.6181390285492
leaf_count=2801 64 18 47 112 89 39 17 51 39 27 1476
internal_value=0 0.00184079 -2.65132e-05 0.000143638 0.00185942 0.00329575 -0.000408189 -9.04532e-06 -0.00250164 -0.000173344 -0.000499633
internal_weight=0 135.739 9424.26 6518.38 532.654 319.204 2905.88 5985.72 212.799 152.584 2863.08
internal_count=4780 82 4698 3158 240 128 1540 2918 117 78 1523
is_linear=0
shrinkage=0.06


Tree=264
num_leaves=12
num_cat=0
split_feature=40 7 55 58 91 20 61 29 39 97 90
split_gain=0.126465 0.571314 0.7211 0.570255 0.598731 1.17353 0.737675 0.609562 0.703503 0.526954 0.480467
threshold=0.0066005610860884198 0.0010918468469753864 0.00090704852482303988 0.021960759535431865 0.0042751494329422721 0.0010263677686452868 0.0048403022810816774 0.0013986918493174019 0.02129978779703379 0.00043393640953581786 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 9 -9 -3 -8
right_child=-2 2 -4 -5 5 -7 10 8 -10 -11 -12
leaf_value=0.00031422430798202139 0.00028140973926436678 -0.0026568656825312403 0.00073605425298742548 -0.0059666292607303125 0.0036773788474403235 -0.0033464002530548126 -0.0067924306160415853 -0.0028830223646811718 0.0022715848212606945 0.0028744527200326975 0.00074917890479185448
leaf_weight=3556.8619304895401 3590.0818516016006 91.249027848243713 702.86680018901825 99.00503146648407 215.77105700969696 141.98821234703064 154.69089102745056 664.90182459354401 111.26983880996704 193.46007907390594 37.85333526134491
leaf_count=2083 1585 40 289 64 79 72 96 345 42 68 17
internal_value=0 -0.000169229 -0.000881843 -0.00154678 -0.00127519 0.000889767 -0.00189312 -0.00127301 -0.00214407 0.00110167 -0.00530978
internal_weight=0 5969.92 2413.06 1710.19 1611.18 357.759 1253.42 1060.88 776.172 284.709 192.544
internal_count=4780 3195 1112 823 759 151 608 495 387 108 113
is_linear=0
shrinkage=0.06


Tree=265
num_leaves=12
num_cat=0
split_feature=129 29 106 100 10 54 23 41 49 148 75
split_gain=0.125136 0.388842 0.433577 0.852165 0.345122 0.605057 0.817845 0.558616 0.599778 0.666491 0.574268
threshold=0.0028552538715302949 0.027182282879948619 0.024810968898236755 0.00244467705488205 0.007706565549597145 0.0072436286136507997 0.0049928687512874612 0.00017767510871635753 0.0010585968848317864 0.027182282879948619 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -7 8 9 10 -6
right_child=1 -3 3 -5 7 6 -8 -9 -10 -11 -12
leaf_value=0.00016042654296769484 -0.0003957836178257551 -0.0036717360924259333 0.0065565906683700157 -0.0015128977604145588 -0.0024114945331101317 -0.0015638324379130758 0.0046680149833662329 0.0013417720093366582 -0.0090251070030778931 -0.0068773413818260277 0.003259867120977544
leaf_weight=6183.0325770378113 2146.8916071653366 118.37445044517517 96.612984180450439 91.951359987258911 212.5650372505188 119.86040496826172 206.29498815536499 164.24825012683868 48.91723895072937 79.116450905799866 92.134530544281006
leaf_count=3283 930 71 33 46 115 52 72 72 27 42 37
internal_value=0 -0.000293732 -0.000171019 0.00262159 -0.000342545 -2.99865e-05 0.00237784 -0.00163734 -0.0027681 -0.00197064 -0.000696598
internal_weight=0 3376.97 3258.59 188.564 3070.03 2473.05 326.155 596.982 432.733 383.816 304.7
internal_count=4780 1497 1426 79 1347 1054 124 293 221 194 152
is_linear=0
shrinkage=0.06


Tree=266
num_leaves=12
num_cat=0
split_feature=60 117 3 87 148 93 21 40 7 55 29
split_gain=0.124322 0.345752 0.316482 0.275475 0.275357 0.578231 0.337743 0.201084 0.427562 0.647111 0.656732
threshold=0.025578102096915249 0.00093549740267917525 0.0032328735105693345 0.0092791137285530585 0.0034400182776153092 0.0038949446752667431 0.0012745757703669371 0.0066005610860884198 0.0010918468469753864 0.00090704852482303988 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 -3 6 -6 8 -1 10 -10
right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=0.00026488707570532097 -0.0062805900024087442 0.00029782433184233473 0.0034183683733687974 0.0035372198289952486 -0.0030020697382857255 0.0013627163401621943 -0.0094843146430633376 0.0004254900996637994 0.00073461335745912475 0.00076042788147301257 -0.0020666933054459022
leaf_weight=3445.7243220806122 40.143502235412598 136.39014530181885 64.408656120300293 40.092562079429626 68.520768642425537 63.289042711257935 50.0877925157547 3268.7203130722046 392.62010550498962 694.97856616973877 1295.0241032838821
leaf_count=2021 26 77 22 15 36 23 37 1428 153 285 657
internal_value=0 -0.000959154 -0.000453887 -0.00114981 -0.00174021 -0.00326836 -0.00573949 4.88095e-05 -0.000162445 -0.000780448 -0.00141499
internal_weight=0 462.932 422.789 358.38 318.288 181.898 118.609 9097.07 5828.35 2382.62 1687.64
internal_count=4780 236 210 188 173 96 73 4544 3116 1095 810
is_linear=0
shrinkage=0.06


Tree=267
num_leaves=12
num_cat=0
split_feature=17 69 83 81 78 36 75 34 67 42 97
split_gain=0.12843 0.491313 0.419913 0.161852 0.401308 0.524471 0.495615 0.472586 0.46657 0.53607 0.514257
threshold=0.19438949227333072 0.00099512818269431613 0.0072436286136507997 0.0013146653072908523 0.037906534969806678 0.00747153488919139 0.0023699469165876512 0.032603342086076743 0.00073092587990686308 0.00075379351619631063 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 7 -6 8 -1 -10 -11
right_child=1 2 -4 -5 6 -7 -8 -9 9 10 -12
leaf_value=-0.00053733050756371483 0.005124138504618546 0.0021698343464631601 -0.0052039815579972446 8.0211802188178251e-05 -0.00056943255436783596 0.0037718941878682574 -0.010281457501011358 0.0035081629082613182 -0.0094751944023579934 -0.0049593480841831836 0.0032112676711278138
leaf_weight=1134.4099842309952 80.185124158859253 64.408656120300293 48.91723895072937 7798.8773971796036 43.268231749534607 102.49610209465027 33.608992338180542 90.831746578216553 45.792509436607361 72.164659738540649 45.039237141609192
leaf_count=690 30 22 27 3786 21 41 23 47 32 46 15
internal_value=0 0.00153 -0.00101308 -3.16096e-05 -0.000587922 -0.000369915 -0.00481531 -0.000675713 -0.000968627 -0.00397033 -0.00181954
internal_weight=0 193.511 113.326 9366.49 1567.61 1490.73 76.8772 1388.24 1297.41 162.996 117.204
internal_count=4780 79 49 4701 915 871 44 830 783 93 61
is_linear=0
shrinkage=0.06


Tree=268
num_leaves=12
num_cat=0
split_feature=80 10 44 62 130 70 28 63 107 133 81
split_gain=0.130315 0.540289 0.589945 0.962254 0.671467 0.563045 0.472792 0.686503 0.502151 0.496071 0.783097
threshold=0.0046923852059990176 0.0016846025246195497 0.04673989117145539 0.00070876078098081063 0.0005893622583243997 0.00017767510871635753 0.00046126570669002836 0.0038949446752667431 0.0031340263085439806 0.0018488886416889729 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -5 8 9 -3 -8 -11
right_child=1 2 -4 5 -6 -7 7 -9 -10 10 -12
leaf_value=-0.00013709004469148863 -0.0011992121375583387 -0.0040349629828437157 0.0046496715199809907 0.003415023480355365 0.0057988356472348712 -0.0021630268073862548 -0.00015150547128784081 -0.00050167374582445754 0.00066387878186269093 -8.077086788896534e-05 0.0059999025935645002
leaf_weight=6912.6270385980606 615.61824452877045 111.37171912193298 135.82004356384277 74.587057113647461 117.1020165681839 514.60809695720673 117.90622901916504 272.02701830863953 309.14767134189606 105.72271192073822 273.4620326757431
leaf_count=3420 336 64 51 35 39 276 67 137 190 58 107
internal_value=0 0.00035796 0.00082978 0.000556132 0.00146378 -0.00145689 0.00103706 0.00192152 -0.000580578 0.00324758 0.00430451
internal_weight=0 2647.37 2031.75 1895.93 1306.74 589.195 1189.64 769.118 420.519 497.091 379.185
internal_count=4780 1360 1024 973 662 311 623 369 254 232 165
is_linear=0
shrinkage=0.06


Tree=269
num_leaves=12
num_cat=0
split_feature=51 94 11 77 0 40 100 71 30 62 8
split_gain=0.121752 0.897058 0.415552 0.310848 0.152154 0.307791 0.38579 0.536801 0.354013 0.330819 0.301281
threshold=0.045367386192083366 0.0028552538715302949 0.0010263677686452868 0.0030382014811038975 0.019431582652032379 0.0014427106943912806 0.00099512818269431613 0.0058306583669036635 0.0051502294372767219 0.00077738583786413084 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 8 7 -7 9 -6 -8
right_child=1 2 -4 -5 5 6 10 -9 -10 -11 -12
leaf_value=-0.0001227815975647411 0.0024236242453060828 -0.0068057044911804896 0.0007137834554745544 0.0089161320817432634 0.0010296335466368125 0.00094975359016771939 0.0052655297013354096 -0.0073678586287783633 -0.0049070732448025754 -0.0045135463357646481 0.0013506590996636631
leaf_weight=8204.9339336156845 60.164313197135925 45.558398723602295 63.10587215423584 47.512574672698975 217.87805342674255 84.480407238006592 80.185124158859253 41.731337070465088 64.69370698928833 47.146233558654785 602.6099249124527
leaf_count=4170 28 30 32 15 97 35 30 29 35 33 246
internal_value=0 0.00140718 -0.00243882 0.00528845 -3.25816e-05 0.000617343 0.00124709 -0.00180043 -0.00092782 4.3535e-05 0.00181041
internal_weight=0 216.341 108.664 107.677 9343.66 1138.72 809.007 126.212 329.718 265.024 682.795
internal_count=4780 105 62 43 4675 505 340 64 165 130 276
is_linear=0
shrinkage=0.06


Tree=270
num_leaves=12
num_cat=0
split_feature=96 14 54 78 0 40 33 45 129 121 76
split_gain=0.117945 0.357733 0.370484 0.478319 0.508015 0.67824 0.422036 0.384208 0.335421 0.603417 0.802933
threshold=0.0010918468469753864 0.037906534969806678 0.00046126570669002836 0.0031340263085439806 0.0044099434744566688 0.0017376682371832433 0.0046923852059990176 0.00082683752407319855 0.0044099434744566688 0.00017767510871635753 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7 -4 -10 -11
right_child=1 -3 8 4 5 6 -8 -9 9 10 -12
leaf_value=0.00030266090049288019 -0.0033868251885901951 -0.0057930570792835111 0.00032332116508485302 0.002260617069219417 -0.0084635043126887605 0.00013091705365197659 0.0021669911454607815 -0.0064470315444360689 0.00072576086720705583 -0.0026434646487932759 0.0021588116617142902
leaf_weight=3121.6542652845383 269.94061195850372 40.143502235412598 4221.1719932556152 182.26394498348236 46.026620149612427 70.291774034500122 112.62356293201447 58.627418518066406 594.53852033615112 689.53331959247589 153.18434643745422
leaf_count=1619 172 26 2106 78 34 30 43 36 251 323 62
internal_value=0 -0.000146746 -0.00011132 -0.00137404 -0.000217596 -0.00178831 -0.000516332 -0.00286048 5.37651e-05 -0.000737912 -0.00177053
internal_weight=0 6438.35 6398.2 739.774 469.833 287.569 241.543 128.919 5658.43 1437.26 842.718
internal_count=4780 3161 3135 393 221 143 109 66 2742 636 385
is_linear=0
shrinkage=0.06


Tree=271
num_leaves=12
num_cat=0
split_feature=128 16 10 114 135 141 94 93 88 96 27
split_gain=0.123236 0.460214 0.472886 0.334324 0.575634 0.57683 0.616881 0.656567 0.549478 0.476292 0.622438
threshold=0.0048403022810816774 0.0030382014811038975 0.00068727668258361529 0.0016846025246195497 0.00044738779251929378 0.0044099434744566688 0.0019672545604407792 0.00017767510871635753 0.030689206905663017 0.0010918468469753864 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 8 -7 -8 -5 10 -6
right_child=1 2 -4 4 9 6 7 -9 -10 -11 -12
leaf_value=-0.00018687878867604157 -0.00062768460128077299 -0.0022367339840855508 0.004644811427062562 -0.00017447831756117678 0.0013588910424592985 -0.005437112686380129 -0.0049318380076542262 0.0024495108427917138 0.0038498508657995589 0.00098444692298388565 0.0076057178932149826
leaf_weight=4629.0407152175903 2111.5831396579742 51.156465768814087 120.92907822132111 732.15015935897827 139.69804537296295 141.62187123298645 67.635265946388245 120.98001837730408 146.5988963842392 1201.1077373027802 97.498486876487732
leaf_count=2590 977 25 40 349 63 90 39 51 48 478 30
internal_value=0 -0.00038453 0.00259911 0.000120684 0.000658488 -0.000306537 -0.00244442 -0.000197356 0.000496888 0.00146965 0.00392662
internal_weight=0 2283.67 172.086 7276.33 2647.29 1208.99 330.237 188.615 878.749 1438.3 237.197
internal_count=4780 1042 65 3738 1148 577 180 90 397 571 93
is_linear=0
shrinkage=0.06


Tree=272
num_leaves=12
num_cat=0
split_feature=141 128 11 91 23 124 105 10 61 75 33
split_gain=0.121744 0.320241 0.542648 0.480126 0.474128 0.434838 0.308487 0.261591 0.425263 0.466288 0.276335
threshold=0.016668972559273246 0.0014427106943912806 0.00747153488919139 0.0058306583669036635 0.0025217677466571335 0.0022272822679951791 0.00099512818269431613 0.00050559637020342063 0.0019071503775194289 0.00077738583786413084 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 5 -2 -3 -7 -6 10 -10 -9
right_child=1 2 -4 -5 7 6 -8 8 9 -11 -12
leaf_value=-7.0563888292929646e-05 -0.0023074964615184749 -0.0017363315969763213 -0.0056585456089549482 -0.0054374137239793846 0.0057294449931811018 -0.0011050597735458743 0.004553970020463931 0.0010115036113414637 -0.00093651092131495346 0.0053573907855109298 -0.0044880278014000101
leaf_weight=8623.4070278406143 92.419581413269043 109.78388428688049 64.927817702293396 44.856066584587097 71.879608869552612 47.095293402671814 131.52476048469543 119.91134512424469 59.095639944076538 149.77456605434418 45.324288010597229
leaf_count=4322 50 61 37 24 33 22 46 63 40 54 28
internal_value=0 0.000649697 -0.000640408 0.000337258 0.00160382 0.0012354 0.0030619 0.00241434 0.00177739 0.00357666 -0.000497023
internal_weight=0 936.593 398.188 333.26 538.405 288.404 178.62 445.985 374.106 208.87 165.236
internal_count=4780 458 190 153 268 129 68 218 185 94 91
is_linear=0
shrinkage=0.06


Tree=273
num_leaves=12
num_cat=0
split_feature=4 133 11 137 132 0 141 127 117 140 94
split_gain=0.118736 0.400093 0.47959 0.405382 0.694331 0.441788 0.443728 0.378673 0.426128 0.478663 0.573424
threshold=0.00096484774257987748 0.01884530205279589 0.00747153488919139 0.00037263428384903824 0.00062670491752214741 0.0066005610860884198 0.0056525857653468856 0.0053125319536775359 0.012636432424187662 0.00899649551138282 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -5 8 9 -4 -11
right_child=-2 3 7 5 -6 -7 -8 -9 -10 10 -12
leaf_value=9.2429569094851734e-05 -0.00022215705998450584 -0.0013109136289764427 0.004387127790422129 0.0030242935370646115 -0.008318303127368051 0.0036564032761213392 -0.0043733484399224821 -0.0026451081110951619 8.6456232872022637e-05 -0.0032282861149749821 0.0038793696039515161
leaf_weight=3652.8528027534485 4544.1419566869736 251.72115647792816 337.1683566570282 45.507458567619324 63.808204293251038 97.081205606460571 81.406617879867554 66.515652537345886 256.1996101140976 79.350561618804932 84.246296525001526
leaf_count=1836 2319 122 123 19 38 37 51 40 118 44 33
internal_value=0 0.000201264 0.000387303 -0.00134226 -0.00272799 0.000609729 -0.00172078 0.00169532 0.00207672 0.00309498 0.000431892
internal_weight=0 5015.86 4476.33 539.525 315.529 223.995 126.914 823.48 756.965 500.765 163.597
internal_count=4780 2461 2194 267 160 107 70 358 318 200 77
is_linear=0
shrinkage=0.06


Tree=274
num_leaves=12
num_cat=0
split_feature=125 95 137 110 3 36 80 7 108 73 125
split_gain=0.117934 0.415786 0.480298 0.448735 0.392653 0.521011 0.69814 0.349348 0.391483 0.453934 0.317841
threshold=0.00017767510871635753 0.0019071503775194289 0.00064626874518580746 0.00039601318712811922 0.032603342086076743 0.00037263428384903824 0.0022272822679951791 0.0013986918493174019 0.0060143163427710542 0.0036604277556762104 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 -7 8 9 -5 -2
right_child=10 3 -4 7 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00036853492283966727 0.00098312673605585772 -0.0041616820892071962 -0.0028903143662911313 0.00030691746169201245 0.0063000257043144357 0.00059042179750214488 0.0078021317352189251 -0.0059097582658162911 -0.00163437972270016 0.0086112002368550575 -6.6906821004309811e-05
leaf_weight=736.85296368598938 1228.4065704345703 195.1194441318512 160.57400894165039 69.223100781440735 42.331788897514343 146.70077669620514 72.062779426574707 36.733721852302551 148.39049184322357 36.031389713287354 6687.5728433132172
leaf_count=442 595 135 104 42 13 70 24 18 95 12 3230
internal_value=0 -0.000462424 0.000155271 -0.0019364 0.000645318 0.000394826 0.00296603 -0.000441129 0.000350856 0.00314969 9.6038e-05
internal_weight=0 1644.02 1158.52 485.498 997.948 955.617 218.764 290.379 253.645 105.254 7915.98
internal_count=4780 955 653 302 549 536 94 167 149 54 3825
is_linear=0
shrinkage=0.06


Tree=275
num_leaves=12
num_cat=0
split_feature=69 145 131 96 118 126 61 122 114 46 134
split_gain=0.116029 0.251948 0.451144 0.384714 0.349684 0.453967 0.283405 0.569546 0.214353 0.251737 0.194548
threshold=0.014293605927377941 0.00066645268816500913 0.011880517937242987 0.0054799309000372895 0.0019672545604407792 0.00090704852482303988 0.0019071503775194289 0.00099512818269431613 0.0019071503775194289 0.0062037324532866487 0.0003614811430452392
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 -3 -8
right_child=1 4 -4 -5 -6 -7 10 -9 -10 -11 -12
leaf_value=5.7150353831905873e-05 0.0016095279411376031 -0.00080526685725056655 -0.0076624356771894386 -0.0048810996464125692 -0.0042402039811383447 -0.0032965961853832228 0.0011631305782291135 0.0041904655924636224 0.0011480418351595331 -0.0076159719155272712 0.0056753618060074304
leaf_weight=8895.0677050352097 84.948628664016724 37.85333526134491 47.797625541687012 53.62980329990387 61.986258745193481 85.885071516036987 62.169429302215576 74.770227670669556 38.504727244377136 40.377612948417664 77.009454488754272
leaf_count=4477 39 17 28 25 33 47 24 26 12 28 24
internal_value=0 -0.000764523 -0.00263602 -0.000902343 -3.56589e-05 0.000589984 0.0015994 0.000101983 -0.00251673 -0.0043205 0.00365981
internal_weight=0 664.932 186.376 138.578 478.556 416.57 330.685 191.506 116.736 78.2309 139.179
internal_count=4780 303 92 64 211 178 131 83 57 45 48
is_linear=0
shrinkage=0.06


Tree=276
num_leaves=12
num_cat=0
split_feature=1 56 83 96 94 12 11 54 145 50 36
split_gain=0.116164 0.279247 0.186763 0.21685 0.150058 0.346553 0.394539 0.339431 0.424435 0.442466 0.494958
threshold=0.091400381177663817 0.00038414125447161501 0.014740333426743748 0.00066645268816500913 0.0084566329605877417 0.024810968898236755 0.0016846025246195497 0.014293605927377941 0.0026833302108570938 0.00087947337306104611 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 7 -7 8 9 -6 -11
right_child=1 -3 3 -5 5 6 -8 -9 -10 10 -12
leaf_value=-8.6893775480395972e-05 -0.0029584650024831447 -0.0070136787337119234 -0.0016330992329144918 0.0053504056021601611 0.0065453625415227458 2.8768509907255959e-05 -0.0074948592786361172 0.0048315421108607879 -0.00035883866117539514 0.0029797643052376999 -0.0003380715107304819
leaf_weight=7697.5930287837982 55.034467577934265 28.428206562995911 32.489378929138184 31.55293607711792 60.581594467163086 67.584325790405273 39.909391522407532 70.291774034500122 824.67162108421326 299.18279099464417 352.68036389350891
leaf_count=3861 37 21 24 16 21 28 24 30 421 126 171
internal_value=0 -0.00167073 -0.000395165 0.0018076 2.61823e-05 0.000533741 -0.00276454 0.000754311 0.00056786 0.00164054 0.0011847
internal_weight=0 147.505 119.077 64.0423 9412.49 1714.9 107.494 1607.41 1537.12 712.445 651.863
internal_count=4780 98 77 40 4682 821 52 769 739 318 297
is_linear=0
shrinkage=0.06


Tree=277
num_leaves=12
num_cat=0
split_feature=77 116 107 75 42 8 105 143 143 29 22
split_gain=0.117381 0.369037 0.558695 0.540052 0.528209 0.67348 0.615304 0.449771 0.627531 0.419584 0.50975
threshold=0.016164712607860569 0.0034400182776153092 0.0012357163941487672 0.013860232196748258 0.00047558375808876013 0.0035485138650983576 0.0032328735105693345 0.00085274505545385193 0.01884530205279589 0.0017376682371832433 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 7 -6 -2 -9 -4 -11
right_child=1 3 9 -5 6 -7 -8 8 -10 10 -12
leaf_value=-7.9591152859684929e-05 0.0011838636956966739 0.0034693538955339908 -0.0082309381604257631 -0.002655963871813629 0.0044307055896706067 0.0031129491481046638 -0.0030722848692249787 -0.0075525460918210606 0.0014406600809407106 -0.0028344001092345827 0.0033318796719541974
leaf_weight=8361.6602908372879 69.40627133846283 264.2200745344162 36.316440582275391 64.459596276283264 209.47065782546997 110.38433611392975 48.449017524719238 90.882686734199524 40.326672792434692 200.90068173408508 63.523153424263
leaf_count=4220 33 102 25 33 78 45 23 58 17 121 25
internal_value=0 0.000555364 -9.19399e-05 0.00226808 0.00101375 -0.000651158 0.0030213 -0.00272228 -0.00478852 -0.00218361 -0.00135306
internal_weight=0 1198.34 869.66 328.68 568.92 311 257.92 200.616 131.209 300.74 264.424
internal_count=4780 560 425 135 254 153 101 108 75 171 146
is_linear=0
shrinkage=0.06


Tree=278
num_leaves=12
num_cat=0
split_feature=43 86 149 34 32 103 30 148 110 102 128
split_gain=0.115404 0.434454 0.183295 0.372599 0.531764 0.850053 0.808834 0.424714 0.364296 0.315963 0.311185
threshold=0.11438806727528573 0.00044738779251929378 0.016164712607860569 0.0046923852059990176 0.0036604277556762104 0.00050559637020342063 0.00057154725072905432 0.027182282879948619 0.0011261500185355546 0.00052132029668428015 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 7 8 -5 -7 -10 -8
right_child=1 -3 3 4 -6 6 10 -9 9 -11 -12
leaf_value=6.5211103583941198e-05 -0.00071838277647749661 0.0064296836884483542 -0.0023722155061325816 -0.00028935537828637291 -0.0068443427472659078 0.0050930373405780943 0.010039043123543529 -0.0052504568542684231 0.001939613689515209 -0.0040480803647296119 0.0036238389357138002
leaf_weight=8442.5878572463989 89.111681342124939 46.627071976661682 349.75939500331879 229.09477758407593 37.670164704322815 43.268231749534607 56.520422101020813 85.233679533004761 59.044699788093567 68.571708798408508 52.510189890861511
leaf_count=4119 64 18 220 140 26 21 18 52 29 47 26
internal_value=0 0.00173702 -2.50185e-05 -0.000801011 6.86378e-05 0.000506864 0.00291162 -0.00163461 0.000335354 -0.00127773 0.00694942
internal_weight=0 135.739 9424.26 981.673 631.914 594.244 279.915 314.328 170.885 127.616 109.031
internal_count=4780 82 4698 579 359 333 141 192 97 76 44
is_linear=0
shrinkage=0.06


Tree=279
num_leaves=12
num_cat=0
split_feature=129 144 135 39 50 60 29 54 23 7 40
split_gain=0.127713 0.396978 0.640819 0.537652 0.482601 0.53693 0.464766 0.677129 0.591374 0.521591 0.846846
threshold=0.00093549740267917525 0.00052132029668428015 0.0044099434744566688 0.00064626874518580746 0.0063990866765379914 0.0022272822679951791 0.0027679565828293566 0.0020292587578296666 0.012636432424187662 0.0012357163941487672 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -3 8 -8 -9 -11
right_child=1 6 -4 4 5 -7 7 9 -10 10 -12
leaf_value=0.00023148598365333207 -0.0028861115076490745 0.00024382224284682426 0.0043890200732672781 0.002316141614458497 0.0012458558411667358 -0.004513290862813389 -0.0017428120805832489 0.0015175148366450492 -0.0061982198826460062 -0.002928645189225902 0.0004563557934450032
leaf_weight=4521.7605185508728 161.45951163768768 1839.8509322404861 157.89691078662872 384.78281164169312 142.63960433006287 98.536810040473938 625.59288489818573 411.07367169857025 129.43835413455963 464.93758571147919 622.03028404712677
leaf_count=2487 101 758 60 160 67 60 305 205 81 232 264
internal_value=0 -0.000207756 0.000900458 0.000200915 0.000997181 -0.00110714 -0.000463713 -0.00104148 -0.00250662 -0.000303035 -0.000991538
internal_weight=0 5038.24 945.316 787.419 625.959 241.176 4092.92 2253.07 755.031 1498.04 1086.97
internal_count=4780 2293 448 388 287 127 1845 1087 386 701 496
is_linear=0
shrinkage=0.06


Tree=280
num_leaves=12
num_cat=0
split_feature=98 113 33 13 86 9 24 100 34 81 125
split_gain=0.117304 0.317251 0.371223 0.525401 0.511351 0.497433 0.464684 0.4804 0.587674 0.378769 0.52824
threshold=0.00096484774257987748 0.013439828064292671 0.0036604277556762104 0.000490355829242617 0.00096484774257987748 0.0016846025246195497 0.014293605927377941 0.00244467705488205 0.00899649551138282 0.0013146653072908523 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -4 7 9 -9 10 -1
right_child=-2 -3 3 4 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00056679745865530358 -0.00015858997559219397 -0.0038761098439679901 0.0033124198397601104 0.0013364174155533765 -0.0053506507812069448 -0.00059553224649538114 -0.0034845823138650307 -0.0042285758847784146 0.0005665536032100968 0.0010039257505030127 -0.003408760169691136
leaf_weight=336.25250387191772 6091.6101386547089 64.927817702293396 459.08481788635254 98.434929728507996 70.759995460510254 157.47962951660156 129.85563540458679 181.94854402542114 186.14194679260254 1596.1404801607132 187.36344051361084
leaf_count=168 3157 37 182 38 34 67 74 107 90 715 111
internal_value=0 0.000278535 0.000357793 0.00150152 -0.00146022 0.00231427 1.44784e-05 0.000197115 -0.0018037 0.000544552 -0.000855761
internal_weight=0 3468.39 3403.46 785.759 169.195 616.564 2617.7 2487.85 368.09 2119.76 523.616
internal_count=4780 1623 1586 321 72 249 1265 1191 197 994 279
is_linear=0
shrinkage=0.06


Tree=281
num_leaves=12
num_cat=0
split_feature=17 104 33 31 141 59 133 86 131 37 11
split_gain=0.112104 0.445864 0.313085 0.14581 0.461364 0.454128 0.377996 0.375994 0.522128 0.620582 0.481451
threshold=0.19438949227333072 0.0013146653072908523 0.0015349716995842757 0.00039601318712811922 0.00899649551138282 0.00017767510871635753 0.022641776129603389 0.0005375427135732026 0.00017767510871635753 0.0016331639490090313 0.011880517937242987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 -1 10 -9 -10 -7
right_child=1 2 -4 -5 5 7 -8 8 9 -11 -12
leaf_value=-0.00036806861925987178 0.0051129771902782371 0.0028613659209224839 -0.0033701030931288546 0.00022203884357024903 -0.003085133655513223 0.0013309783864435907 -0.0027866014404084286 0.0064428980705115452 -0.0028048549949588244 0.0060357298031800139 -0.0039984838273673497
leaf_weight=3880.6350363492966 73.416503548622131 49.100409507751465 70.99410617351532 4398.8653643131256 86.587403655052185 450.74895250797272 247.47681355476379 112.62356293201447 71.228216886520386 47.746685385704041 70.576824903488159
leaf_count=2081 25 18 36 2071 53 227 128 43 38 17 43
internal_value=0 0.00142945 -0.000822379 -2.95323e-05 -0.0002523 0.00102992 -0.000513058 0.00150315 0.0035148 0.000743025 0.000609478
internal_weight=0 193.511 120.095 9366.49 4967.62 839.512 4128.11 752.924 231.598 118.975 521.326
internal_count=4780 79 54 4701 2630 421 2209 368 98 55 270
is_linear=0
shrinkage=0.06


Tree=282
num_leaves=12
num_cat=0
split_feature=132 107 21 5 127 17 4 114 17 40 31
split_gain=0.115282 0.27699 0.398583 0.281225 0.639747 1.03771 0.490642 0.493105 0.422394 0.475665 0.374642
threshold=0.0051502294372767219 0.004017772153019906 0.0037758676335215573 0.00057154725072905432 0.00039601318712811922 0.0013986918493174019 0.00017767510871635753 0.029773407615721229 0.00017767510871635753 0.0098710241727530974 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 -2 10 -5 -10 -8
right_child=1 2 -4 8 5 -7 7 -9 9 -11 -12
leaf_value=7.7933234876311638e-05 0.0021748242723196838 -0.0066125160041925948 -0.00040493251380779562 -0.0022954372707950739 -0.0091621306476774404 0.0012349134885401478 -0.0029063756223497352 -0.0068350355982259572 0.0040877239458911915 -0.0011946034233011344 0.0018890132556227137
leaf_weight=8386.6483669281006 219.3640079498291 62.688590884208679 91.717249274253845 96.663924336433411 77.813666939735413 62.169429302215576 112.9086138010025 52.744300603866577 182.86439681053162 92.368641257286072 122.04869163036346
leaf_count=4275 78 39 44 44 52 24 56 28 62 39 39
internal_value=0 -0.000557036 -0.0029252 -0.000198175 -0.000953868 -0.00454459 3.7403e-05 -0.00159232 0.00111662 0.00231497 -0.000415408
internal_weight=0 1173.35 154.406 1018.95 647.049 139.983 507.066 287.702 371.897 275.233 234.957
internal_count=4780 505 83 422 277 76 201 123 145 101 95
is_linear=0
shrinkage=0.06


Tree=283
num_leaves=12
num_cat=0
split_feature=131 10 0 92 72 76 5 17 146 79 98
split_gain=0.113404 0.400137 0.3927 0.286202 0.383612 0.199349 0.178572 0.162459 0.369421 0.527417 0.798835
threshold=0.068554218858480467 0.007706565549597145 0.0013146653072908523 0.00244467705488205 0.013032016810029747 0.00093549740267917525 0.00057154725072905432 0.00057154725072905432 0.0041444667149335155 0.0038949446752667431 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 6 -3 -5 8 -1 -10 -11
right_child=1 5 3 4 -6 -7 -8 -9 9 10 -12
leaf_value=0.00027513617521800589 0.0031707909751963778 -0.0072561491839689199 0.0010320935259474171 -0.0090958941977440956 0.0012873649629631724 -0.0015653785778447905 -0.0032167831532462039 0.00028433093556998662 2.2429505550056762e-05 0.00072857339453847041 -0.0032300316970768524
leaf_weight=2416.1613070964813 97.732597589492798 46.443901419639587 93.020033240318298 35.196827173233032 40.092562079429626 42.382729053497314 39.4411700963974 4789.3177732229233 1116.1699386835098 269.68591117858887 574.35512888431549
leaf_count=1297 32 27 34 26 15 24 20 2290 587 117 311
internal_value=0 -0.000996324 3.4334e-05 -0.00144116 -0.00344639 -0.00454086 -0.00598918 4.28621e-05 -0.000221391 -0.000833412 -0.00196519
internal_weight=0 394.31 305.483 207.751 114.731 88.8266 74.638 9165.69 4376.37 1960.21 844.041
internal_count=4780 178 127 95 61 51 46 4602 2312 1015 428
is_linear=0
shrinkage=0.06


Tree=284
num_leaves=12
num_cat=0
split_feature=0 147 125 122 109 60 72 131 61 102 115
split_gain=0.117722 0.382166 0.423619 0.324932 0.415551 0.43848 0.36031 0.300083 0.333144 0.351416 0.445777
threshold=0.019431582652032379 0.05109804309904576 0.0022975050378590827 0.00090704852482303988 0.011519505176693203 0.002945306478068233 0.013032016810029747 0.0037758676335215573 0.0021592099219560628 0.0022272822679951791 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 7 6 -6 8 9 10 -2
right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-7.9247851489021038e-05 -0.0019939978828054008 0.00058879350846010876 -0.0075359031925802469 -0.0018460533811548295 5.8259104894004033e-06 0.0045604658871190385 -0.0047331277926889147 0.0052572683288887052 0.0030664616726245801 -0.0037403411659292802 0.0055621804481729388
leaf_weight=8373.7115775346756 56.80547297000885 50.454133629798889 42.61683976650238 138.16115069389343 282.80587112903595 60.581594467163086 72.58194100856781 104.26710748672485 255.21222710609436 67.167044520378113 55.634919404983521
leaf_count=4249 31 19 26 71 134 21 39 35 99 35 21
internal_value=0 0.000559391 -0.00313147 0.000873612 0.00126705 -0.000157732 -0.000962025 0.00236643 0.00167323 -0.000306481 0.00174476
internal_weight=0 1186.29 93.071 1093.22 955.056 415.969 355.388 539.087 434.82 179.607 112.44
internal_count=4780 531 45 486 415 194 173 221 186 87 52
is_linear=0
shrinkage=0.06


Tree=285
num_leaves=12
num_cat=0
split_feature=32 76 102 81 31 143 132 118 19 143 104
split_gain=0.108388 0.361435 0.391512 0.508363 0.342932 0.443707 0.339213 0.334309 0.527069 0.425546 0.537434
threshold=0.00087947337306104611 0.0005375427135732026 0.0014427106943912806 0.0053125319536775359 0.014293605927377941 0.0063990866765379914 0.00017767510871635753 0.01884530205279589 0.011880517937242987 0.035692447796463973 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 6 -4 -6 -3 9 -9 -2 -11
right_child=1 2 4 -5 5 -7 -8 8 -10 10 -12
leaf_value=-0.0002078822268161731 0.00083666856677315612 0.0013937661734236923 -0.00069380896168811832 -0.007586936554890864 -0.00059800829610611654 0.0061768972741333278 -0.0047387197389798302 -0.0021256668995087635 0.0032831239623877071 0.0041922709153169061 -0.0042201081364088584
leaf_weight=4643.5035692453384 3169.7358716726303 80.704285740852356 826.44262647628784 63.390923023223877 75.706670522689819 64.408656120300293 54.332135438919067 343.59122622013092 79.951013445854187 35.145887017250061 123.08701479434967
leaf_count=2460 1417 45 415 45 34 22 31 199 28 15 69
internal_value=0 0.000196339 -0.000726829 -0.00315443 -0.000228461 0.0025163 -0.00107365 0.000483018 -0.00110466 0.000685078 -0.00235159
internal_weight=0 4916.5 1164.99 198.427 966.558 140.115 135.036 3751.51 423.542 3327.97 158.233
internal_count=4780 2320 592 121 471 56 76 1728 227 1501 84
is_linear=0
shrinkage=0.06


Tree=286
num_leaves=12
num_cat=0
split_feature=70 5 50 1 108 123 11 1 72 146 5
split_gain=0.119039 0.321002 0.394787 0.29316 0.287762 0.227859 0.180026 0.335915 0.350901 0.380736 0.432375
threshold=0.034632634371519096 0.00096484774257987748 0.012636432424187662 0.00017767510871635753 0.0060143163427710542 0.00043393640953581786 0.00070876078098081063 0.0079489401541650313 0.030689206905663017 0.0015349716995842757 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 -2 -5 -6 7 8 -1 -10 -11
right_child=1 2 -4 4 5 -7 -8 -9 9 10 -12
leaf_value=-0.00056618915248844508 -0.001274741340935326 -0.0044249070176778397 0.0027853599948284079 0.005666302935778491 -0.0013556768421800467 0.004104688127411828 0.00010822042342257904 -0.0024931860856731748 -0.0014660165801217981 0.0049355237392143345 -0.0014491527594213893
leaf_weight=1699.9198461771011 68.052547216415405 70.576824903488159 44.621955871582031 96.144762754440308 59.278810501098633 51.339636325836182 6913.410660982132 270.35789322853088 92.368641257286072 141.65222132205963 52.276079177856445
leaf_count=936 32 43 22 29 31 16 3395 165 39 48 24
internal_value=0 0.00102662 -0.00163203 0.00214109 0.00326536 0.00117856 -4.3664e-05 -0.000508989 -0.000238906 0.00170438 0.00321445
internal_weight=0 390.015 115.199 274.816 206.763 110.618 9169.99 2256.57 1986.22 286.297 193.928
internal_count=4780 173 65 108 76 47 4607 1212 1047 111 72
is_linear=0
shrinkage=0.06


Tree=287
num_leaves=12
num_cat=0
split_feature=129 144 108 108 40 10 109 75 82 63 77
split_gain=0.124648 0.506254 0.765823 0.504059 0.530897 0.499487 0.633837 0.439813 0.406768 0.399942 0.361877
threshold=0.00093549740267917525 0.0014881226234138014 0.00017767510871635753 0.0013986918493174019 0.0017376682371832433 0.0031340263085439806 0.00747153488919139 0.013860232196748258 0.0013986918493174019 0.00062670491752214741 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 5 10 -4 -7 -1 -9 -6 -5
right_child=-2 2 3 4 9 6 -8 8 -10 -11 -12
leaf_value=-9.2102060734742502e-06 -0.00020524813516766937 -0.0057983814124486291 0.0076566170479952103 0.0030540106249334919 -0.0021382516051734793 -0.0031815521418960394 0.0070921459536220834 -0.0078947061442908879 0.00029588573324793678 0.0027085080500016596 -0.0025276051217068248
leaf_weight=3393.763643860817 5038.239361166954 50.739184498786926 93.905535936355591 54.098024725914001 69.874492764472961 48.91723895072937 38.738837957382202 49.619571089744568 38.972948670387268 498.9432692527771 184.18777084350586
leaf_count=1968 2293 32 31 29 37 27 14 33 16 195 105
internal_value=0 0.000228692 0.00139075 0.0017597 0.00111714 0.00461611 0.00135882 -0.000118155 -0.00429156 0.00211312 -0.00126041
internal_weight=0 4521.76 1039.4 988.665 807.104 181.562 87.6561 3482.36 88.5925 568.818 238.286
internal_count=4780 2487 470 438 366 72 41 2017 49 232 134
is_linear=0
shrinkage=0.06


Tree=288
num_leaves=12
num_cat=0
split_feature=128 125 65 10 10 53 137 138 131 20 52
split_gain=0.110445 0.26764 0.350837 0.258871 0.168627 0.557959 0.710985 0.412045 0.442389 0.572749 0.552069
threshold=0.05109804309904576 0.0022975050378590827 0.0011261500185355546 0.0023699469165876512 0.0026833302108570938 0.0048403022810816774 0.0031340263085439806 0.0012745757703669371 0.0079489401541650313 0.00055427959887310873 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 7 8 9 10 -7
right_child=1 2 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=2.7356631159166889e-05 0.0059376527066407163 -0.004855204411776815 0.0021531641830848805 -0.00032717842065825629 0.00017394687520632879 -0.0043871127311932287 0.0034855214500385456 -0.0051369977003946111 0.0023015940526340847 -0.00570598401632682 0.0010380137360973187
leaf_weight=2912.5391185283661 63.054931998252869 43.736453175544739 62.403540015220642 38.087445974349976 5692.1292922496796 106.24187350273132 81.355677723884583 157.5815098285675 85.834131360054016 131.72852110862732 185.30738425254822
leaf_count=1375 21 25 26 19 2882 73 40 89 36 90 104
internal_value=0 0.00136988 -0.000734731 0.00357849 -3.03604e-05 -0.000348054 -0.00180972 -0.00245589 -0.00162603 -0.00242249 -0.000938927
internal_weight=0 207.282 106.14 101.142 9352.72 3660.59 748.049 666.693 509.112 423.278 291.549
internal_count=4780 91 51 40 4689 1807 432 392 303 267 177
is_linear=0
shrinkage=0.06


Tree=289
num_leaves=12
num_cat=0
split_feature=77 88 148 78 110 109 146 114 47 94 93
split_gain=0.116082 0.332625 0.300863 0.506628 0.505145 0.45271 0.530655 0.504253 0.400374 0.38225 0.308149
threshold=0.016164712607860569 0.064669914543628707 0.00087947337306104611 0.048151826485991485 0.002945306478068233 0.010500331409275534 0.011519505176693203 0.0016846025246195497 0.0036604277556762104 0.0010918468469753864 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 6 8 -7 -4 -2 -10
right_child=1 -3 3 -5 -6 7 -8 -9 10 -11 -12
leaf_value=-7.9149520558336654e-05 -0.0059283801934782105 -0.0031190337433074007 0.0037903506605149254 -0.0008612235205097985 -0.0025177510327078498 0.0093997043641998821 -0.0036297007398755098 0.002086257315496286 0.0021497672166812705 0.00022635997132168276 -0.0047191950262676788
leaf_weight=8361.6602908372879 48.734068393707275 82.709401845932007 283.82360422611237 279.3960907459259 72.58194100856781 69.355331182479858 55.451748847961426 66.464712381362915 57.222754240036011 142.69054448604584 39.909391522407532
leaf_count=4220 36 41 111 126 39 22 30 29 24 78 24
internal_value=0 0.000552282 0.000824462 0.00127289 0.0021976 0.0027957 0.00185421 0.00582081 0.00265245 -0.00134055 -0.000672533
internal_weight=0 1198.34 1115.63 924.206 644.809 572.228 436.407 135.82 380.956 191.425 97.1321
internal_count=4780 560 519 405 279 240 189 51 159 114 48
is_linear=0
shrinkage=0.06


Tree=290
num_leaves=12
num_cat=0
split_feature=69 4 121 102 33 148 133 36 116 84 146
split_gain=0.107901 0.376189 0.294672 0.340601 0.629362 0.747354 0.493891 0.355627 0.292947 0.265218 0.201574
threshold=0.014293605927377941 0.00017767510871635753 0.0098710241727530974 0.0014427106943912806 0.0053125319536775359 0.014740333426743748 0.012252715881913902 0.00075379351619631063 0.0049928687512874612 0.00037263428384903824 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 -5 -10 -4
right_child=1 2 10 7 5 -7 -8 -9 9 -11 -12
leaf_value=5.5112267386367547e-05 -0.0053469284027608515 0.0017179468054914027 -0.00037616077074620785 -0.0019599167162061139 -0.0063438687118074332 -0.011593022894798055 0.0016506541984323024 -0.0029897460796735505 0.0069748567137524146 0.0013159022315292457 0.0043438970265287742
leaf_weight=8895.0677050352097 58.159197092056274 79.29962146282196 59.278810501098633 47.095293402671814 54.566246151924133 42.850950479507446 56.754532814025879 70.759995460510254 49.985912203788757 73.884724974632263 72.296890139579773
leaf_count=4477 32 33 31 22 33 28 20 34 15 29 26
internal_value=0 -0.000737259 -0.000295422 -0.00099118 -0.00262567 -0.00485985 -0.00226803 0.000587493 0.00206805 0.00359948 0.00221737
internal_weight=0 664.932 606.773 475.197 233.471 154.172 111.321 241.726 170.966 123.871 131.576
internal_count=4780 303 271 214 114 81 53 100 66 44 57
is_linear=0
shrinkage=0.06


Tree=291
num_leaves=12
num_cat=0
split_feature=129 144 108 119 108 148 139 133 137 47 25
split_gain=0.111748 0.441609 0.667829 0.428065 0.427781 0.693194 0.518936 0.568647 0.454832 0.596046 0.340817
threshold=0.00093549740267917525 0.0014881226234138014 0.00017767510871635753 0.0005375427135732026 0.0013986918493174019 0.0020292587578296666 0.00017767510871635753 0.0015349716995842757 0.00017767510871635753 0.0023699469165876512 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 -6 7 -7 9 -4 -2
right_child=10 2 3 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00010741094392601201 0.0010172206981548251 -0.0054115666783407131 0.0062320641192865692 -0.0022775762860151906 -0.0034182864075363727 -0.0011932041612433305 -0.001879626916710287 0.0038108044459533789 0.0080933115438044396 -0.0032572509233310485 -0.00039533969999998162
leaf_weight=3482.3561636209488 716.9232029914856 50.739184498786926 52.693360447883606 90.882686734199524 93.590134978294373 100.95920741558075 98.669040441513062 429.77110862731934 78.597289323806763 43.502342462539673 4321.3161581754684
leaf_count=2017 314 32 17 58 60 49 40 164 27 23 1979
internal_value=0 0.000216535 0.00130186 0.0016464 0.00204363 0.00139965 0.00211606 0.00285891 0.0047073 0.00194073 -0.000194337
internal_weight=0 4521.76 1039.4 988.665 897.782 722.989 629.399 530.73 174.793 96.1957 5038.24
internal_count=4780 2487 470 438 380 313 253 213 67 40 2293
is_linear=0
shrinkage=0.06


Tree=292
num_leaves=12
num_cat=0
split_feature=108 98 87 119 118 20 71 126 106 12 133
split_gain=0.112768 0.366389 0.523756 0.435887 0.366093 0.328556 0.46108 0.419915 0.399089 0.347781 0.605552
threshold=0.0098710241727530974 0.00017767510871635753 0.0017376682371832433 0.00017767510871635753 0.00017767510871635753 0.00080172589514404546 0.0033348383149132137 0.00017767510871635753 0.00080172589514404546 0.00050559637020342063 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 8 7 -7 -3 10 -8
right_child=1 5 4 -5 -6 6 9 -9 -10 -11 -12
leaf_value=-0.00011807805356163912 -0.00072497980990204891 0.0033442136835236049 0.0012036244526988217 0.0044845877438578641 0.0076282176779392027 -0.0059477095051408725 0.0038647268750387122 0.00019924139698100022 -0.0012055969231665733 0.002105232136829263 -0.0025993839777647952
leaf_weight=7197.020744562149 233.70546162128448 75.706670522689819 53.161581873893738 76.826283931732178 79.951013445854187 63.808204293251038 75.757610678672791 107.25960659980774 833.70005857944489 595.52590334415436 167.57674026489258
leaf_count=3557 116 34 21 33 28 38 45 50 477 270 111
internal_value=0 0.000359635 0.00191363 0.000563879 0.00506241 4.36296e-07 0.000745364 -0.00209357 -0.000826832 0.0013243 -0.000586904
internal_weight=0 2362.98 443.644 310.532 133.113 1919.33 1009.93 171.068 909.407 838.86 243.334
internal_count=4780 1223 198 149 49 1025 514 88 511 426 156
is_linear=0
shrinkage=0.06


Tree=293
num_leaves=12
num_cat=0
split_feature=51 85 37 87 10 30 130 35 113 61 104
split_gain=0.115719 0.466964 0.334192 0.492993 0.430788 0.48682 0.347652 0.468414 0.71278 0.553533 0.595787
threshold=0.0020932231564074759 0.05109804309904576 0.0045489775948226461 0.016164712607860569 0.014740333426743748 0.00096484774257987748 0.00062670491752214741 0.0014427106943912806 0.00068727668258361529 0.00017767510871635753 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 7 8 -4 -9 -11
right_child=1 -3 4 -5 5 -7 -8 9 -10 10 -12
leaf_value=-0.00012736355879097632 -0.00014900318299995724 -0.0062835790745578921 -0.0028661221307822843 0.0033571788793406404 0.00116279526026431 0.0096005155592731786 0.0047989534475322941 0.0044080044935899234 0.0043926319845054894 0.00074238198286237479 -0.0053814701019555527
leaf_weight=3885.4083008766174 4794.6210293769836 45.090177297592163 68.988990068435669 151.88156247138977 52.744300603866577 46.15885055065155 69.589441895484924 49.100409507751465 165.60197424888611 104.55215835571289 126.26268446445465
leaf_count=1995 2367 26 40 72 28 14 24 18 73 48 75
internal_value=0 -0.000206157 0.000211373 3.72382e-06 0.00143881 0.00510074 0.000818749 0.000280407 0.00225796 -0.00137694 -0.00260755
internal_weight=0 4839.71 4720.29 4037.29 682.999 98.9032 584.096 514.506 234.591 279.915 230.815
internal_count=4780 2393 2387 2067 320 42 278 254 113 141 123
is_linear=0
shrinkage=0.06


Tree=294
num_leaves=12
num_cat=0
split_feature=135 10 124 54 141 51 85 8 7 85 131
split_gain=0.110343 0.533543 0.584167 0.276156 0.209652 0.150747 0.399742 0.383075 0.620794 0.418595 0.616392
threshold=0.035692447796463973 0.0051502294372767219 0.000490355829242617 0.0045489775948226461 0.0038949446752667431 0.0020932231564074759 0.05109804309904576 0.000490355829242617 0.00017767510871635753 0.0034400182776153092 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -3 -2 -1 7 8 -7 -9 -11
right_child=1 3 -4 -5 -6 6 -8 9 -10 10 -12
leaf_value=0.00020603791478007047 -0.0061226044758918175 0.0067155542068665277 0.0021856124615208302 0.00098637100113952879 -0.00066247074429652455 -0.00014498890922951251 -0.0059885947443230492 -0.00044126363502617212 -0.0066071603080541733 0.0037393711921272 0.00019959073748328034
leaf_weight=4550.3914157152176 63.390923023223877 69.589441895484924 119.34124338626862 53.62980329990387 42.148618340492249 138.9144229888916 43.736453175544739 3285.7193448543549 87.055625081062317 221.42006421089172 884.66252374649048
leaf_count=2309 45 24 37 25 22 88 25 1700 57 85 363
internal_value=0 0.00104862 -0.00069017 0.00422199 -0.00394203 -3.96253e-05 -0.000279433 -0.000225359 -0.00263456 -0.000101399 0.000908198
internal_weight=0 348.1 224.881 123.219 105.54 9211.9 4661.51 4617.77 225.97 4391.8 1106.08
internal_count=4780 153 104 49 67 4627 2318 2293 145 2148 448
is_linear=0
shrinkage=0.06


Tree=295
num_leaves=12
num_cat=0
split_feature=58 33 122 48 148 4 96 50 46 72 150
split_gain=0.111033 0.425695 0.465475 0.36597 0.45177 0.349111 0.323843 0.319364 0.435719 0.684289 0.521395
threshold=0.0013560238294303419 0.0098710241727530974 0.00066645268816500913 0.00077738583786413084 0.011519505176693203 0.0019672545604407792 0.0037758676335215573 0.015200819820165636 0.0033348383149132137 0.019431582652032379 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -5 6 -3 -2 9 -9 -10
right_child=7 2 -4 4 -6 -7 -8 8 10 -11 -12
leaf_value=-0.00069112693454409339 0.00039098450705915176 0.0015634217791625983 -0.003185227856276339 0.0058578650597617314 -0.00054468746058195286 0.00026411389285328697 0.0074971756511245926 -0.0015006125070079568 -0.00098338765775813491 -0.010398884641013587 0.00153281214411322
leaf_weight=2632.4612857103348 4792.7481436729431 56.754532814025879 52.276079177856445 70.474944591522217 90.780806422233582 93.48825466632843 79.482792019844055 418.79932522773743 747.99815762042999 33.608992338180542 491.12656545639038
leaf_count=1296 2351 20 24 21 36 38 24 271 421 23 255
internal_value=0 -0.000296897 0.00192484 -0.000521162 0.00225347 0.00308768 0.00502526 0.000140828 -0.000567958 -0.00216166 1.39071e-05
internal_weight=0 3075.72 282.002 2793.72 161.256 229.726 136.237 6484.28 1691.53 452.408 1239.12
internal_count=4780 1459 106 1353 57 82 44 3321 970 294 676
is_linear=0
shrinkage=0.06


Tree=296
num_leaves=12
num_cat=0
split_feature=100 131 20 83 73 44 80 31 88 83 31
split_gain=0.112006 0.383241 0.36463 0.343597 0.668733 0.438952 0.403158 0.350799 0.392663 0.825669 0.331552
threshold=0.00057154725072905432 0.0023699469165876512 0.0022272822679951791 0.0054799309000372895 0.0012357163941487672 0.00090704852482303988 0.0014427106943912806 0.0081988852471113222 0.0041444667149335155 0.0020292587578296666 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 10 -7 8 -3 -10 -6
right_child=-2 3 -4 4 5 6 -8 -9 9 -11 -12
leaf_value=0.00014611102136984704 -0.00012095852332141301 0.0025443698416084634 -0.0027960755915276228 -0.003208788819989795 -0.0034030666599025971 0.008357213687951141 0.003210389086496851 0.0032401797626519084 0.00020935904034314088 -0.0085217225151137509 0.0038232445373607292
leaf_weight=1557.7278732061386 7097.8531326055527 78.831400036811829 167.99402153491974 57.507805109024048 44.621955871582031 89.610252857208252 141.0008293390274 96.847094893455505 124.33885860443115 56.80547297000885 46.861182689666748
leaf_count=820 3555 29 104 37 22 26 53 35 48 31 20
internal_value=0 0.000348698 -0.000140302 0.00149461 0.00275114 0.00381525 0.00521033 0.000157863 -0.000990372 -0.00252864 0.000298528
internal_weight=0 2462.15 1725.72 736.425 379.602 322.094 230.611 356.823 259.976 181.144 91.4831
internal_count=4780 1225 924 301 158 121 79 143 108 79 42
is_linear=0
shrinkage=0.06


Tree=297
num_leaves=12
num_cat=0
split_feature=72 66 104 114 115 115 47 4 4 66 52
split_gain=0.1108 0.409371 0.47967 0.374658 0.547685 0.519834 0.442205 0.607415 0.671693 0.420731 0.404096
threshold=0.0028552538715302949 0.0035485138650983576 0.0092791137285530585 0.00017767510871635753 0.00085274505545385193 0.0016846025246195497 0.0098710241727530974 0.00039601318712811922 0.00087947337306104611 0.00047558375808876013 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 9 7 -5 -9 -2 -7
right_child=3 2 -4 4 -6 10 -8 8 -10 -11 -12
leaf_value=0.00013427143109675881 -0.0015282954351260138 -0.00072908359058170143 0.0068275385628679885 -0.0024555247760193258 -0.00018028353414123731 -0.00079746244102863384 -0.0022308192007818701 0.0091728261487327833 0.0024510085458270704 -0.0057448515437285227 0.0056546536621080567
leaf_weight=3793.3561305999756 412.52927613258362 52.327019333839417 71.645498156547546 60.632534623146057 4560.8635575771332 93.305084109306335 70.342714190483093 71.828668713569641 209.9388792514801 107.36148691177368 55.869030117988586
leaf_count=2170 228 35 31 32 1997 47 41 22 82 72 23
internal_value=0 0.000245155 0.003638 -0.000170194 9.1239e-06 -0.00150319 0.0021021 0.00299226 0.00416455 -0.00239905 0.001619
internal_weight=0 3917.33 123.973 5642.67 4973.61 669.065 412.743 342.4 281.768 519.891 149.174
internal_count=4780 2236 66 2544 2174 370 177 136 104 300 70
is_linear=0
shrinkage=0.06


Tree=298
num_leaves=12
num_cat=0
split_feature=37 137 89 31 103 12 125 132 6 65 150
split_gain=0.112234 0.486489 0.504991 0.579048 0.453963 0.443719 0.460434 0.424782 0.808759 0.540297 0.515936
threshold=0.00066645268816500913 0.00064626874518580746 0.00068727668258361529 0.039062514901161201 0.00087947337306104611 0.00747153488919139 0.001792412775103003 0.007706565549597145 0.00042089859198313212 0.0012745757703669371 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -3 9 -9 10 -4
right_child=-2 5 7 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.00030644451668458228 -0.00022906241616949793 -0.0015406351465850872 0.00431462460772383 0.0056025235812347989 0.0017611054454181856 -0.0024971110415166432 0.0010069964825613655 -0.0042751986242633494 0.0034850003962258774 -0.00026297971819702013 -0.00045376548463496873
leaf_weight=2424.5177625417709 4265.0406768321991 456.83583104610443 432.19350600242615 68.469828486442566 453.87368202209473 387.17485892772675 579.14898347854614 105.90588247776031 88.958860874176025 197.15491032600403 100.72509670257568
leaf_count=1305 2111 279 153 25 222 191 278 49 31 89 47
internal_value=0 0.000184508 0.000533188 0.000149292 1.95732e-05 -0.000764099 -0.000116427 0.00175628 -0.000732544 0.00242058 0.00341337
internal_weight=0 5294.96 3871.8 2946.86 2878.39 1423.16 1035.98 924.938 194.865 730.074 532.919
internal_count=4780 2669 1921 1552 1527 748 557 369 80 289 200
is_linear=0
shrinkage=0.06


Tree=299
num_leaves=12
num_cat=0
split_feature=64 130 41 3 89 80 11 5 99 144 17
split_gain=0.115539 0.131841 0.127516 0.156705 0.330874 0.41932 0.519364 0.478628 0.46436 0.515003 0.407862
threshold=0.0035485138650983576 0.0036604277556762104 0.0042751494329422721 0.0018488886416889729 0.00068727668258361529 0.0054799309000372895 0.0035485138650983576 0.0084566329605877417 0.0016846025246195497 0.0032328735105693345 0.040252277627587325
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 8 -5 -10 -6
right_child=-2 -3 -4 4 10 6 -8 -9 9 -11 -12
leaf_value=0.00013899362935758944 0.0020837714849490565 -0.0029147682245696202 0.0027815752098347274 -0.0038997421042140765 -0.00012494979848187837 0.0051608556489067788 -0.0011614306797764825 0.003872669662540388 0.00094391383606460286 -0.0042033159420214045 0.0042617306080709426
leaf_weight=6563.1028243303299 94.841978788375854 56.337251543998718 58.810589075088501 356.37519514560699 1781.8954957723618 72.296890139579773 132.51214349269867 46.627071976661682 213.34865963459015 104.13487708568573 79.716902732849121
leaf_count=3445 39 27 27 192 770 26 65 18 90 55 26
internal_value=0 -2.08796e-05 -3.55188e-06 -2.107e-05 -0.000398016 -0.00132533 0.00107031 -0.00200633 -0.00241312 -0.000744382 6.28941e-05
internal_weight=0 9465.16 9408.82 9350.01 2786.91 925.295 204.809 720.486 673.859 317.484 1861.61
internal_count=4780 4741 4714 4687 1242 446 91 355 337 145 796
is_linear=0
shrinkage=0.06


Tree=300
num_leaves=12
num_cat=0
split_feature=50 144 99 78 61 85 116 146 29 51 99
split_gain=0.10893 0.318114 0.489346 0.64459 0.608021 0.465135 0.453018 0.420053 0.428008 0.327506 0.542824
threshold=0.0010918468469753864 0.00082683752407319855 0.00050559637020342063 0.0079489401541650313 0.00075379351619631063 0.00080172589514404546 0.0063990866765379914 0.010180860292166473 0.0027679565828293566 0.00066645268816500913 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 -7 8 -5 10 -4
right_child=-2 2 9 7 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00053544322380660783 -0.00011697736702484135 0.0041480267902619791 0.0039755923967989167 -0.0026445669594580379 -0.0013691655984038769 0.0060366408161651001 -2.2231789160065872e-05 0.0010104845264601954 -0.0077502773440940196 0.0016834341329940849 -0.0037286165117066624
leaf_weight=913.080970287323 7168.6337181329727 107.20866644382477 46.627071976661682 173.07292699813843 218.39721500873566 120.04357552528381 70.525884747505188 64.642766833305359 89.763073325157166 475.98089933395386 112.02311110496521
leaf_count=479 3642 39 18 84 112 43 32 24 59 189 59
internal_value=0 0.000350665 -0.000289992 -0.00144298 0.00044742 0.00109817 0.00379438 -0.00332257 -0.00438826 0.000896523 -0.00146436
internal_weight=0 2391.37 1287.72 653.085 325.606 1103.65 190.569 327.479 262.836 634.631 158.65
internal_count=4780 1138 584 318 151 554 75 167 143 266 77
is_linear=0
shrinkage=0.06


Tree=301
num_leaves=12
num_cat=0
split_feature=36 10 99 79 18 69 68 42 18 30 37
split_gain=0.107297 0.335281 0.463907 0.530801 0.379678 0.291823 0.441734 0.315508 0.268517 0.534267 0.382548
threshold=0.00747153488919139 0.010500331409275534 0.0013146653072908523 0.0019672545604407792 0.00038414125447161501 0.00017767510871635753 0.0010263677686452868 0.00017767510871635753 0.00043393640953581786 0.025578102096915249 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 -4 -5 6 7 -2 10 -10 -1
right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 -12
leaf_value=8.1521929982749413e-05 0.00098886320004905304 -0.0041241564944295437 -0.0046923998018421325 0.0032528052037415498 -0.00064369323966477422 0.0062001276431525205 -0.002156813764296623 0.0074035585891020677 0.00038077974511848653 -0.0054230104564676283 -0.0010165741580691846
leaf_weight=2797.5039882659912 57.690975666046143 48.91723895072937 76.225832104682922 142.12044274806976 245.60392785072327 75.655730366706848 65.579209685325623 52.927471160888672 4009.7666795253754 57.925086379051208 1930.0832970142365
leaf_count=1491 28 27 49 52 112 23 32 19 1853 30 1064
internal_value=0 0.000681694 0.00101012 -0.000115283 0.000784569 0.00308327 0.00174496 0.00405809 -5.9271e-05 0.000298132 -0.000366786
internal_weight=0 764.721 715.804 463.95 387.724 251.853 176.198 110.618 8795.28 4067.69 4727.59
internal_count=4780 342 315 213 164 102 79 47 4438 1883 2555
is_linear=0
shrinkage=0.06


Tree=302
num_leaves=12
num_cat=0
split_feature=6 138 17 10 95 84 14 145 27 144 125
split_gain=0.108056 0.277042 0.553454 0.42542 0.558926 0.666781 0.411665 0.404703 0.350967 0.325839 0.303955
threshold=0.00055427959887310873 0.0079489401541650313 0.00017767510871635753 0.0023699469165876512 0.00057154725072905432 0.00064626874518580746 0.002945306478068233 0.00093549740267917525 0.0041444667149335155 0.0072436286136507997 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 7 10 -6 -8 -7 -3
right_child=-2 2 3 -5 5 9 8 -9 -10 -11 -12
leaf_value=5.77782358235253e-05 0.0006823587813371884 -0.0065739955924682229 0.0021473153313335989 0.0014966128988181831 0.0029793319526750682 -0.0041011653590557343 0.0023162481051822426 -0.0046116658238164058 -0.0034659214346615024 -0.012128777807989913 -0.0018088497556603021
leaf_weight=7839.1032596826553 768.31377947330475 121.73329067230225 88.958860874176025 336.51696467399597 54.281195282936096 36.733721852302551 76.358062505722046 47.32940411567688 74.821167826652527 36.082329869270325 79.767842888832092
leaf_count=4024 341 68 31 128 20 18 29 24 37 23 37
internal_value=0 -5.9632e-05 -0.00102584 8.30586e-05 -0.00172298 -0.00369686 -0.00291205 -0.000556494 -0.000545446 -0.00807907 -0.00468763
internal_weight=0 8791.69 952.583 599.902 263.386 174.427 352.68 101.611 151.179 72.8161 201.501
internal_count=4780 4439 415 244 116 85 171 44 66 41 105
is_linear=0
shrinkage=0.06


Tree=303
num_leaves=12
num_cat=0
split_feature=77 109 72 86 79 107 15 92 129 23 15
split_gain=0.120482 0.259107 0.45489 0.293926 0.379844 0.566073 0.612603 0.431403 0.330757 0.547182 0.280618
threshold=0.016164712607860569 0.010500331409275534 0.0054799309000372895 0.0036604277556762104 0.0022975050378590827 0.0012357163941487672 0.00017767510871635753 0.00099512818269431613 0.0015833032084628942 0.0044099434744566688 0.0087224207818508166
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 10 4 8 6 7 -6 9 -2 -3
right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-8.063575973025576e-05 0.0030184337368383109 0.002323359101596317 -0.0010740428733250851 0.002910052201097523 0.0023779215924488893 -0.001828630029065326 0.0039805193236972592 -0.0050871690628503828 -0.0045797665043805537 -0.0034711844427272585 0.0076667588826533377
leaf_weight=8361.6602908372879 87.421966195106506 93.956476092338562 89.009801030158997 119.15807282924652 54.281195282936096 202.85485768318176 225.66440713405609 57.273694396018982 111.37171912193298 100.59286630153656 56.754532814025879
leaf_count=4220 39 42 42 46 20 106 79 35 64 67 20
internal_value=0 0.000562653 0.00232695 0.000121457 -0.000274373 0.00067589 0.00218249 -0.00145475 -0.00198858 -0.000453682 0.00433557
internal_weight=0 1198.34 239.721 958.619 839.461 540.074 337.219 111.555 299.387 188.015 150.711
internal_count=4780 560 104 456 410 240 134 55 170 106 62
is_linear=0
shrinkage=0.06


Tree=304
num_leaves=12
num_cat=0
split_feature=60 86 83 5 40 119 78 108 72 98 125
split_gain=0.102414 0.238977 0.515071 0.52284 0.287906 0.281683 0.234913 0.187821 0.136993 0.297693 0.132308
threshold=0.025578102096915249 0.00096484774257987748 0.0032328735105693345 0.00075379351619631063 0.028884131461381916 0.00040826165059115743 0.0036604277556762104 0.0026833302108570938 0.015675474889576439 0.0032328735105693345 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 4 -3 -4 5 6 -2 -5 9 -8 -1
right_child=1 2 3 7 -6 -7 8 -9 -10 -11 -12
leaf_value=-0.00045696522765778687 0.0013203211091128541 0.0021086439546357527 -0.0096554940614695522 0.0011860718174174652 0.0046668906589158931 0.0043578854959476091 -0.0079979524627514283 -0.004402197250255784 7.091490209188034e-05 -0.00092398102870701717 0.00014875296440505084
leaf_weight=1568.7310767173767 67.635265946388245 60.815705180168152 46.912122845649719 40.560783505439758 45.039237141609192 34.911776304244995 41.965447783470154 46.443901419639587 34.911776304244995 43.736453175544739 7528.3363333940506
leaf_count=914 39 23 31 19 15 13 31 27 13 25 3630
internal_value=0 -0.000870552 -0.00247041 -0.00454989 0.000291057 -0.000592092 -0.00151009 -0.001797 -0.00309727 -0.00438788 4.43007e-05
internal_weight=0 462.932 194.733 133.917 268.2 223.161 188.249 87.0047 120.614 85.7019 9097.07
internal_count=4780 236 100 77 136 121 108 46 69 56 4544
is_linear=0
shrinkage=0.06


Tree=305
num_leaves=12
num_cat=0
split_feature=96 96 142 95 53 150 54 126 24 19 145
split_gain=0.110818 0.281133 1.01704 0.499328 0.374227 0.277587 0.426175 0.447997 0.386437 0.581815 0.445507
threshold=0.0010918468469753864 0.0012357163941487672 0.00244467705488205 0.00039601318712811922 0.0081988852471113222 0.0015349716995842757 0.00046126570669002836 0.00043393640953581786 0.004017772153019906 0.04673989117145539 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 8 -7 -8 9 -3 -10
right_child=1 5 3 4 -6 6 7 -9 10 -11 -12
leaf_value=0.00029337457825136579 0.002393832929638458 -0.0011106939614750019 0.00053235201794989172 -0.01083405553198476 -0.0039536081547831359 -0.0019434387316427243 0.00093807083550413251 -0.00033504856611301384 0.0013486376501645211 -0.00771003954403926 -0.0016759883689078756
leaf_weight=3121.6542652845383 108.3792200088501 1007.1696767807007 40.560783505439758 54.148964881896973 59.981142640113831 309.51401245594025 2218.4254649877548 1804.3495341539383 521.12201678752899 50.50507378578186 264.18972444534302
leaf_count=1619 49 501 19 40 37 172 1034 909 226 30 144
internal_value=0 -0.000142244 -0.00206318 -0.00518584 -0.00721803 -6.04108e-05 0.000201966 0.000367034 -0.000677177 -0.00142582 0.000331112
internal_weight=0 6438.35 263.07 154.691 114.13 6175.28 4332.29 4022.77 1842.99 1057.67 785.312
internal_count=4780 3161 145 96 77 3016 2115 1943 901 531 370
is_linear=0
shrinkage=0.06


Tree=306
num_leaves=12
num_cat=0
split_feature=42 10 73 63 107 67 129 96 145 0 60
split_gain=0.105122 0.146286 0.308393 0.163133 0.142886 0.134542 0.33489 0.396091 0.278867 0.193184 0.304701
threshold=0.091400381177663817 0.10522961243987085 0.0023699469165876512 0.00073092587990686308 0.0092791137285530585 0.0054799309000372895 0.02636832278221846 0.00066645268816500913 0.0016331639490090313 0.019431582652032379 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -2 9 7 -7 -9 -1 -11
right_child=4 2 -4 -5 -6 6 -8 8 -10 10 -12
leaf_value=-4.1859177902430228e-05 -0.0044614711710385599 0.0021884151185573141 0.0060070788927667788 -0.003736742124432139 -0.00046984447338754213 -0.0045697431652691675 0.0020315060033398494 -0.0031400499003581932 0.00092251158416588081 0.00041230239235554483 0.0034316345226741781
leaf_weight=7840.9859054088593 43.085061192512512 38.555667400360107 45.273347854614258 29.547819972038269 128.7869621515274 124.02345764636993 106.32316374778748 92.653692126274109 177.08315920829773 791.79531097412109 141.8863320350647
leaf_count=3945 30 23 17 20 86 77 42 52 76 362 50
internal_value=0 2.69204e-05 0.00216908 -0.000382312 -0.00147047 7.34118e-07 -0.000956511 -0.00176333 -0.000472964 5.52892e-05 0.000871133
internal_weight=0 9388.13 113.377 68.1035 171.872 9274.75 500.083 393.76 269.737 8774.67 933.682
internal_count=4780 4664 60 43 116 4604 247 205 128 4357 412
is_linear=0
shrinkage=0.06


Tree=307
num_leaves=12
num_cat=0
split_feature=131 99 52 135 24 1 27 4 131 103 64
split_gain=0.0993187 0.341009 0.31812 0.326473 0.310217 0.233719 0.211678 0.133603 0.373869 0.483037 0.439672
threshold=0.068554218858480467 0.00050559637020342063 0.0017376682371832433 0.0044099434744566688 0.0013986918493174019 0.0005375427135732026 0.0036604277556762104 0.00096484774257987748 0.0079489401541650313 0.026392062194645408 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 6 -3 -2 -4 8 9 -1 -10
right_child=1 2 3 -5 -6 -7 -8 -9 10 -11 -12
leaf_value=9.4059435338798256e-05 -0.001502686391522247 0.0051880951282906136 -0.0060000993374635823 0.0027942197736774655 -0.00048808935274923237 -0.0074119700516410373 -0.00084567995744755516 -0.00019917893098088735 0.0019120258469177054 -0.0057713563335517783 -0.0025546379724561076
leaf_weight=3912.5640735626221 57.456864953041077 65.294158816337585 57.273694396018982 41.446286201477051 73.884724974632263 41.497226357460022 57.456864953041077 4383.0184360742569 729.89034247398376 51.207405924797058 89.009801030158997
leaf_count=1984 26 19 35 16 29 27 26 2242 298 36 42
internal_value=0 -0.000932398 8.89166e-05 -0.00176997 0.00217483 -0.00398079 -0.00341878 4.0112e-05 0.000259407 1.8285e-05 0.00142652
internal_weight=0 394.31 295.356 156.177 139.179 98.9541 114.731 9165.69 4782.67 3963.77 818.9
internal_count=4780 178 125 77 48 53 61 4602 2360 2020 340
is_linear=0
shrinkage=0.06


Tree=308
num_leaves=12
num_cat=0
split_feature=70 7 138 118 101 91 129 99 38 144 44
split_gain=0.105379 0.281769 0.370321 0.211031 0.204538 0.194658 0.129093 0.381701 0.631193 0.726228 0.603161
threshold=0.034632634371519096 0.00093549740267917525 0.00017767510871635753 0.0016846025246195497 0.000490355829242617 0.0042751494329422721 0.00040826165059115743 0.017188700847327713 0.0022272822679951791 0.0014881226234138014 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 5 -2 -3 7 8 9 -1 -11
right_child=1 3 -4 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.00023446120247062584 0.0021344241137221274 0.00010882576837024195 0.0053691111534430336 0.001860263699651467 -0.0031892932617570784 -0.0048124664562050681 -0.00020927145452909741 -0.0015853618611018404 0.0038120530476097115 -0.00058978983937693923 0.0036362102828005546
leaf_weight=2188.9805953502655 72.113719582557678 59.227870345115662 90.546695709228516 70.943166017532349 40.611723661422729 56.571362257003784 5885.1406699419022 359.28640401363373 192.02506470680237 183.2513279914856 361.30128014087677
leaf_count=1279 35 20 34 25 30 29 2756 238 98 97 139
internal_value=0 0.000965924 0.00251168 -0.000716652 0.000216442 -0.00229537 -4.10823e-05 0.000260246 0.000486904 0.000253319 0.00221409
internal_weight=0 390.015 203.272 186.742 112.725 115.799 9169.99 3284.84 2925.56 2733.53 544.553
internal_count=4780 173 99 74 65 49 4607 1851 1613 1515 236
is_linear=0
shrinkage=0.06


Tree=309
num_leaves=12
num_cat=0
split_feature=100 81 4 148 54 131 50 80 17 105 73
split_gain=0.10401 0.378947 0.339438 0.510727 0.339892 0.299212 0.297493 0.405533 0.284418 0.595148 0.344417
threshold=0.00057154725072905432 0.0079489401541650313 0.002945306478068233 0.013032016810029747 0.0031340263085439806 0.0013146653072908523 0.0028552538715302949 0.0010585968848317864 0.19438949227333072 0.0036604277556762104 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 6 5 -4 -3 -8 9 -1 -11
right_child=-2 2 4 -5 -6 -7 7 -9 -10 10 -12
leaf_value=0.00024053091584518116 -0.00011656107551495914 0.0021553272472417213 -0.005638976754071102 -0.0013230105656425926 0.0035696671620897703 0.0012388880382605764 0.0018476511092102457 0.0085439318571458676 0.0039342387704344216 -0.004291184997219622 0.00039660402695925856
leaf_weight=1582.2271378040314 7097.8531326055527 187.39379060268402 56.622302412986755 93.956476092338562 42.800010323524475 38.087445974349976 54.515305995941162 80.836516141891479 61.93531858921051 181.99948418140411 81.772958993911743
leaf_count=818 3555 69 40 42 17 19 22 25 22 118 33
internal_value=0 0.000336021 0.00171713 0.00257013 -0.000867749 -0.00287305 0.00370348 0.00584689 -6.5159e-05 -0.000199343 -0.00283791
internal_weight=0 2462.15 554.212 416.702 137.51 94.7097 322.746 135.352 1907.93 1846 263.772
internal_count=4780 1225 234 158 76 59 116 47 991 969 151
is_linear=0
shrinkage=0.06


Tree=310
num_leaves=12
num_cat=0
split_feature=79 15 78 58 43 82 49 148 79 87 116
split_gain=0.104291 0.369855 0.301509 0.230478 0.126186 0.361589 0.493619 0.396032 0.589916 0.569184 0.377431
threshold=0.05109804309904576 0.0032328735105693345 0.0068083447404205808 0.0015349716995842757 0.0017376682371832433 0.00085274505545385193 0.00064626874518580746 0.00244467705488205 0.028884131461381916 0.023343417793512348 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 -1 -7 9 -9 -8
right_child=1 -3 3 -5 -6 7 10 8 -10 -11 -12
leaf_value=2.9360798569193838e-05 0.0037612946513612372 -0.006046433581218898 0.00043371562603511377 -0.0048535713251649628 -0.00028885235348370192 -0.00076112986362710812 -0.006378830162731124 0.00096489326899496962 0.0049201680448034153 -0.0055398300260661934 -0.0013902041271500387
leaf_weight=3206.5823038816452 52.927471160888672 46.443901419639587 75.472559809684753 48.91723895072937 3013.244695186615 535.2499498128891 66.047431111335754 2016.7715109586716 133.76398730278015 49.619571089744568 314.95925903320312
leaf_count=1605 19 27 32 27 1612 315 36 896 44 33 134
internal_value=0 -0.00128009 -3.166e-05 -0.00164555 3.06798e-05 0.000182954 -0.000213239 0.000702577 0.00105866 0.000808697 -0.00225498
internal_weight=0 223.761 177.317 124.39 9336.24 6322.99 3587.59 2735.41 2200.16 2066.39 381.007
internal_count=4780 105 78 59 4675 3063 1775 1288 973 929 170
is_linear=0
shrinkage=0.06


Tree=311
num_leaves=12
num_cat=0
split_feature=13 123 79 93 14 143 49 100 79 66 52
split_gain=0.108058 0.206943 0.141545 0.258975 0.432718 0.196805 0.136045 0.324465 0.177737 0.725012 0.376445
threshold=0.015441739000380041 0.021960759535431865 0.05109804309904576 0.0011261500185355546 0.0034400182776153092 0.0014881226234138014 0.0081988852471113222 0.00070876078098081063 0.028884131461381916 0.00068727668258361529 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 8 -8 -1 10 -10
right_child=-2 -3 3 -5 5 -7 7 -9 9 -11 -12
leaf_value=-4.4614398135599538e-05 0.0022856937181197964 -0.0033248184619390823 -0.0078121679383033223 0.0020819110304233501 0.0019235411893409647 -0.0031123867312100083 -0.0018224947189445339 0.0027193999869240693 0.0062045043733651795 -0.0045966731866543724 0.00092912040340251503
leaf_weight=8686.818540930748 73.884724974632263 67.635265946388245 43.970563888549805 53.161581873893738 51.807857751846313 60.632534623146057 80.653345584869385 190.0502986907959 87.136915326118469 53.863914012908936 110.38433611392975
leaf_count=4420 29 39 27 21 20 32 34 60 26 27 45
internal_value=0 -1.78026e-05 5.94545e-06 -0.00153591 -0.00276555 -0.000792041 4.10344e-05 0.00136619 9.00597e-07 0.00157371 0.00325637
internal_weight=0 9486.12 9418.48 209.573 156.411 112.44 9208.91 270.704 8938.2 251.385 197.521
internal_count=4780 4751 4712 100 79 52 4612 94 4518 98 71
is_linear=0
shrinkage=0.06


Tree=312
num_leaves=12
num_cat=0
split_feature=80 54 4 150 150 27 19 18 27 32 19
split_gain=0.114697 0.459376 0.437147 0.69466 0.621165 0.614848 0.532943 0.487692 0.407618 0.373748 0.410235
threshold=0.0046923852059990176 0.0010585968848317864 0.0010585968848317864 0.0019672545604407792 0.0015349716995842757 0.0028552538715302949 0.04673989117145539 0.0026833302108570938 0.0036604277556762104 0.0013986918493174019 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -4 -5 -9 -11
right_child=1 2 6 8 -6 -7 -8 9 -10 10 -12
leaf_value=-0.00012861272273858581 -0.0011254439967002727 0.00045010200988211159 0.00049794146793605862 0.001169732845008122 0.010253239751430393 0.0075029549921843052 0.0054496654842046601 -0.0052560205707734954 -0.0051580577798038488 0.0042348351222836651 -0.0025468888410085017
leaf_weight=6912.6270385980606 599.19038450717926 124.15568804740906 1165.5553990602493 270.8564647436142 54.04708456993103 69.355331182479858 67.116104364395142 100.12464487552643 42.382729053497314 45.507458567619324 109.0815521478653
leaf_count=3420 333 57 618 127 18 22 24 63 24 19 55
internal_value=0 0.000335824 0.000763314 0.00219086 0.00456624 0.00297788 0.000225079 -2.18134e-05 0.000313553 -0.00240018 -0.000550505
internal_weight=0 2647.37 2048.18 560.797 247.558 193.511 1487.39 1420.27 313.239 254.714 154.589
internal_count=4780 1360 1027 248 97 79 779 755 151 137 74
is_linear=0
shrinkage=0.06


Tree=313
num_leaves=12
num_cat=0
split_feature=144 58 13 145 70 70 105 101 125 69 129
split_gain=0.108678 0.371769 0.485454 0.498028 0.528073 0.479779 0.660105 0.652065 0.73216 0.494808 0.445131
threshold=0.00070876078098081063 0.0062037324532866487 0.0005375427135732026 0.0062037324532866487 0.017188700847327713 0.00017767510871635753 0.00062670491752214741 0.0016846025246195497 0.0011980500421486797 0.0045489775948226461 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 5 -5 -3 -7 -8 -9 -10 -2
right_child=1 2 -4 4 -6 6 7 8 9 -11 -12
leaf_value=0.00022801309255004028 0.0011295829071102908 0.0016011721911140099 0.00097118125051427729 -0.0011008085962607641 0.0062680097284656651 0.0028974286656271802 -0.0083565553358741548 0.0028333171150244385 -0.0023828308786132467 -0.010014719546082894 -0.00028250177308112445
leaf_weight=4210.760551571846 1077.2576901912689 60.398423910140991 285.93060064315796 363.79520773887634 38.738837957382202 41.914507627487183 131.02618896961212 56.988643527030945 79.116450905799866 49.853681802749634 3164.2190948724747
leaf_count=2334 487 30 129 192 14 20 84 22 42 35 1391
internal_value=0 -0.000179485 -0.00115825 -0.00189912 -0.000391653 -0.00334631 -0.00417891 -0.0051146 -0.00283033 -0.00533295 7.6142e-05
internal_weight=0 5349.24 1107.76 821.832 402.534 419.298 358.899 316.985 185.959 128.97 4241.48
internal_count=4780 2446 568 439 206 233 203 183 99 77 1878
is_linear=0
shrinkage=0.06


Tree=314
num_leaves=12
num_cat=0
split_feature=81 14 30 27 11 3 71 115 54 137 125
split_gain=0.104707 0.629587 0.495293 0.483466 0.452554 0.402832 0.388257 0.373008 0.480707 0.360867 0.352982
threshold=0.013860232196748258 0.00070876078098081063 0.0020292587578296666 0.0026012937305495147 0.011880517937242987 0.00096484774257987748 0.0048403022810816774 0.00899649551138282 0.0014881226234138014 0.00064626874518580746 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 -2 7 6 9 -4 -9 -3 -11
right_child=1 2 4 -5 -6 -7 -8 8 -10 10 -12
leaf_value=8.0427726215453395e-05 -0.0018189652951724538 -5.1874698882916429e-05 -0.0039933874329816169 -0.0082237172379289684 -0.0076184040296779221 0.0043608808508891518 -0.0009147150959453674 -0.0033025864708032455 0.0026044797662968531 0.0083130011005180509 0.001923675078468878
leaf_weight=8212.6693471670151 253.12582075595856 127.28041756153107 94.65880823135376 50.973295211791992 40.143502235412598 116.45062458515167 317.11719560623169 76.643113374710083 140.53260791301727 51.339636325836182 79.065510749816895
leaf_count=4141 134 52 48 34 26 44 163 42 49 16 31
internal_value=0 -0.000490248 0.000210012 -0.00289253 -0.0016221 0.0011429 0.000490965 -0.00085018 0.000519827 0.00222085 0.00443911
internal_weight=0 1347.33 1043.23 304.099 351.978 691.253 574.803 311.835 217.176 257.686 130.405
internal_count=4780 639 471 168 165 306 262 139 91 99 47
is_linear=0
shrinkage=0.06


Tree=315
num_leaves=12
num_cat=0
split_feature=96 96 59 63 114 27 67 27 129 78 98
split_gain=0.0997927 0.250659 0.864465 0.431473 0.454164 0.247298 0.228082 0.580326 0.370497 0.484669 0.465145
threshold=0.0010918468469753864 0.0012357163941487672 0.0012357163941487672 0.0038949446752667431 0.00096484774257987748 0.0020292587578296666 0.001792412775103003 0.015675474889576439 0.011519505176693203 0.072653736919164671 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 -3 -8 10 -10
right_child=1 6 3 -5 5 -7 8 -9 9 -11 -12
leaf_value=0.00027839827833714528 0.0028155408495473466 -7.6700947545373498e-05 -0.0023613658803729952 0.0013625910905185621 -0.0056660317408393059 -0.012736566447444579 0.0012500499457873051 -0.0029568171159768024 -0.0058080164627011413 0.0034441602246031077 0.0010715431480264983
leaf_weight=3121.6542652845383 90.129414439201355 4808.677432179451 65.161928415298462 36.499611139297485 34.7286057472229 36.550551295280457 896.89698100090027 265.77755928039551 96.480753779411316 51.573747038841248 55.869030117988586
leaf_count=1619 41 2392 39 16 22 27 383 147 53 18 23
internal_value=0 -0.000134982 -0.00194882 -0.0044318 -0.00598187 -0.00929166 -5.7712e-05 -0.000227549 0.000725185 -0.00158328 -0.00328518
internal_weight=0 6438.35 263.07 172.941 136.441 71.2792 6175.28 5074.45 1100.82 203.924 152.35
internal_count=4780 3161 145 104 88 49 3016 2539 477 94 76
is_linear=0
shrinkage=0.06


Tree=316
num_leaves=12
num_cat=0
split_feature=58 58 81 66 102 54 10 108 34 46 37
split_gain=0.100705 0.346742 0.427097 0.71863 0.465001 0.448173 0.627463 0.594814 0.670516 0.771624 0.495105
threshold=0.0013560238294303419 0.0031340263085439806 0.020658296532928947 0.00050559637020342063 0.0012357163941487672 0.004017772153019906 0.0058306583669036635 0.0044099434744566688 0.011519505176693203 0.0045489775948226461 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -7 8 9 -2 -11
right_child=1 -3 -4 4 -6 6 -8 -9 -10 10 -12
leaf_value=-0.00028275147782759041 -0.0027618354540589305 -0.00017407240428522571 -0.0021442597549198666 -0.0043514623606552578 5.5686555431114874e-05 0.0052990428102547334 0.0014444339457842764 0.0025299566255564412 -0.0059058542125762243 0.0038972710352337351 -0.0024829182745910081
leaf_weight=3075.7186954021454 175.83131539821625 4341.9796711206436 168.12625193595886 118.8426718711853 313.65647506713867 232.19891703128815 440.33644080162048 371.29651057720184 74.1697758436203 191.03768169879913 56.80547297000885
leaf_count=1459 97 2314 84 75 144 82 212 161 42 79 31
internal_value=0 0.000134119 0.000758755 0.00100598 -0.00115532 0.00161231 0.00277527 0.00071242 -0.000643114 0.000278197 0.00243494
internal_weight=0 6484.28 2142.3 1974.18 432.499 1541.68 672.535 869.141 497.844 423.674 247.843
internal_count=4780 3321 1007 923 219 704 294 410 249 207 110
is_linear=0
shrinkage=0.06


Tree=317
num_leaves=12
num_cat=0
split_feature=80 19 8 92 4 106 7 63 71 66 133
split_gain=0.110189 0.354228 0.675045 0.577519 0.429262 0.397501 0.483865 0.468749 0.742412 0.522384 0.392506
threshold=0.0046923852059990176 0.04673989117145539 0.0095705352723598498 0.00099512818269431613 0.0010585968848317864 0.0030382014811038975 0.0062037324532866487 0.00244467705488205 0.004017772153019906 0.00050559637020342063 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 7 -7 9 -9 -10
right_child=1 2 -4 -5 5 6 -8 8 10 -11 -12
leaf_value=-0.0001260598373716407 0.0015093191643991094 0.004297317046439232 0.00862986577076158 -0.0054660314740700858 -0.0011747312625146511 0.0015340310409940295 0.0043967863203689594 0.006125421804561733 -0.0018943522837053767 -0.002696709470595839 -0.0078868071509407972
leaf_weight=6912.6270385980606 637.02312970161438 50.220022916793823 52.693360447883606 38.555667400360107 928.62332761287689 410.9923814535141 105.85494232177734 68.938049912452698 271.24339592456818 37.201943278312683 46.026620149612427
leaf_count=3420 297 17 17 23 485 236 38 29 162 22 34
internal_value=0 0.000329158 0.00325019 5.70524e-05 0.000164253 -0.000294223 0.00057539 9.05957e-05 -0.00131051 0.00303328 -0.00276368
internal_weight=0 2647.37 141.469 88.7757 2505.9 1868.88 940.257 834.402 423.41 106.14 317.27
internal_count=4780 1360 57 40 1303 1006 521 483 247 51 196
is_linear=0
shrinkage=0.06


Tree=318
num_leaves=12
num_cat=0
split_feature=64 111 81 84 52 73 32 4 16 119 101
split_gain=0.103912 0.168958 0.433388 0.519688 0.831977 0.498342 0.343505 0.313001 0.309662 0.249703 0.199986
threshold=0.0035485138650983576 0.00066645268816500913 0.0079489401541650313 0.00064626874518580746 0.0046923852059990176 0.0053125319536775359 0.0042751494329422721 0.00039601318712811922 0.000490355829242617 0.00040826165059115743 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 7 6 -4 -5 -7 -9 -3
right_child=-2 2 5 4 -6 8 -8 9 -10 -11 -12
leaf_value=4.7820367204934556e-05 0.0019761414209070243 -0.0010615517174315428 -0.0058716696753351406 -0.0033251549981527266 0.0014389153787862602 0.0069953625360866063 0.00088217528384037028 -0.012344781980176359 0.0011583367767874708 -0.0059936277043002506 0.0035378507083769642
leaf_weight=8836.3893463611603 94.841978788375854 110.90349769592285 47.797625541687012 62.220369458198547 66.698823094367981 52.45924973487854 62.637650728225708 40.611723661422729 86.953744769096375 49.385460376739502 49.100409507751465
leaf_count=4430 39 60 28 35 31 15 28 30 35 31 18
internal_value=0 -1.98012e-05 -0.000970119 -0.00224923 -0.00414889 0.000969783 -0.00204096 -0.00659736 0.00335473 -0.00885962 0.000349867
internal_weight=0 9465.16 628.769 378.92 218.916 249.848 110.435 152.218 139.413 89.9972 160.004
internal_count=4780 4741 311 205 127 106 56 96 50 61 78
is_linear=0
shrinkage=0.06


Tree=319
num_leaves=12
num_cat=0
split_feature=102 4 13 123 72 123 69 49 45 65 59
split_gain=0.0979714 0.546206 0.34482 0.277323 0.175202 0.127884 0.196488 0.158381 0.246149 0.265583 0.160316
threshold=0.045367386192083366 0.002945306478068233 0.0010585968848317864 0.0012745757703669371 0.0054799309000372895 0.021960759535431865 0.00099512818269431613 0.0081988852471113222 0.0051502294372767219 0.0016846025246195497 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 7 -7 10 9 -9 -1
right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=0.0002871314033744238 -0.00063086692164922992 0.0049508324875429865 -0.007675142477694033 0.0032165809201209752 -0.006108824981592524 -0.0053027680103508472 0.00084109240999617979 -0.0021677148188491958 0.0039143052870224682 0.0024310153191257973 -0.00022218312323226007
leaf_weight=4011.0195933580399 46.209790706634521 40.092562079429626 40.377612948417664 35.145887017250061 38.555667400360107 40.143502235412598 35.145887017250061 89.427082300186157 96.144762754440308 91.432198405265808 4996.3053334951401
leaf_count=2075 25 15 28 15 23 26 15 35 29 31 2463
internal_value=0 -0.00131272 -0.0028794 -0.00126454 -0.00312252 2.81042e-05 -0.00243475 4.80762e-05 0.00146121 0.000157142 4.6179e-06
internal_weight=0 200.382 160.289 119.911 84.7655 9359.62 75.2894 9284.33 277.004 180.859 9007.32
internal_count=4780 106 91 63 48 4674 41 4633 95 66 4538
is_linear=0
shrinkage=0.06


Tree=320
num_leaves=12
num_cat=0
split_feature=57 26 29 70 134 31 69 87 69 103 113
split_gain=0.0996398 0.429421 0.713317 0.735747 0.542128 0.342528 0.340358 0.332563 0.262835 0.457117 0.380542
threshold=0.00066645268816500913 0.0012357163941487672 0.0032328735105693345 0.0041444667149335155 0.0003614811430452392 0.00017767510871635753 0.00747153488919139 0.0058306583669036635 0.010829726699739696 0.00096484774257987748 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 -3 4 -4 7 -5 -2 -1 10 -10
right_child=1 2 3 6 -6 -7 -8 -9 9 -11 -12
leaf_value=1.2054483266060685e-05 -0.0036898367426577089 0.0027873702784257104 0.0044704117601416715 -0.0040424966483360598 -0.004994165796663238 0.0019845949148582891 -0.011517594807726805 0.0027528749249065244 -0.004355829259070871 0.00094317912331079229 0.00079281525661838756
leaf_weight=8150.6527383327484 83.177623271942139 93.020033240318298 47.980796098709106 46.209790706634521 39.909391522407532 573.06210494041443 41.731337070465088 44.153734445571899 200.38152015209198 170.08042788505554 69.640382051467896
leaf_count=4150 45 34 19 25 24 226 29 18 106 69 35
internal_value=0 0.000576684 -0.00146172 -0.00370962 0.000172713 0.00135914 -0.00758971 -0.00145575 -6.50638e-05 -0.00149329 -0.00302796
internal_weight=0 969.245 268.851 175.831 87.8902 700.393 87.9411 127.331 8590.76 440.102 270.022
internal_count=4780 420 131 97 43 289 54 63 4360 210 141
is_linear=0
shrinkage=0.06


Tree=321
num_leaves=12
num_cat=0
split_feature=77 126 68 101 132 73 61 90 140 99 85
split_gain=0.10252 0.317919 0.379007 0.35623 0.374665 0.394169 0.444469 0.266822 0.242223 0.325493 0.264458
threshold=0.016164712607860569 0.0010918468469753864 0.0031340263085439806 0.0019071503775194289 0.011880517937242987 0.027182282879948619 0.00064626874518580746 0.00017767510871635753 0.002945306478068233 0.00099512818269431613 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -3 -4 -10 -11
right_child=1 7 8 -5 -6 6 -8 -9 9 10 -12
leaf_value=-7.4382512142129209e-05 -0.00045775069668099787 4.866054647042288e-05 0.0052053727043147764 0.0023207835976473148 0.0028182355830592837 -0.0017752857116410119 -0.010656716241992256 -0.0064329166709936785 0.003624081209985953 0.0019987647997045171 -0.0047869509698888592
leaf_weight=8361.6602908372879 428.67208528518677 50.922355055809021 92.785922527313232 204.10670149326324 98.669040441513062 59.044699788093567 30.901544094085693 41.497226357460022 109.03061199188232 41.680396914482117 41.02900493144989
leaf_count=4220 218 23 32 85 40 29 21 27 44 18 23
internal_value=0 0.000519019 0.000801533 0.000147804 -0.000570695 -0.00121545 -0.00482655 -0.00286163 0.00268878 0.00147096 -0.00136737
internal_weight=0 1198.34 1105.92 821.394 617.287 518.618 89.9462 92.4196 284.526 191.74 82.7094
internal_count=4780 560 510 393 308 268 50 50 117 85 41
is_linear=0
shrinkage=0.06


Tree=322
num_leaves=12
num_cat=0
split_feature=145 131 145 43 28 28 115 56 113 63 145
split_gain=0.111726 0.4626 0.44822 0.510451 0.418534 0.384939 0.347538 0.457909 0.357871 0.343198 0.449436
threshold=0.00093549740267917525 0.0045489775948226461 0.00066645268816500913 0.0032328735105693345 0.00017767510871635753 0.00039601318712811922 0.0011980500421486797 0.00066645268816500913 0.00080172589514404546 0.0038949446752667431 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 6 -4 -5 -3 8 -8 -1 -11
right_child=-2 2 4 5 -6 -7 7 -9 -10 10 -12
leaf_value=-0.00066142960925113245 -0.00013643970391549439 -0.0023234925601719188 0.0068101450897714525 0.00011822773941894351 0.0018699994967398799 -0.0080625436327661539 0.0019553996498922963 -0.00065670858778711367 0.0070630891296532983 8.1061826709176554e-05 0.0036415169459963499
leaf_weight=1469.9395658969879 6627.5212404727936 76.174891948699951 91.432198405265808 43.034121036529541 190.10123884677887 39.909391522407532 130.40514707565308 128.63414168357849 79.482792019844055 513.51883363723755 169.84631717205048
leaf_count=799 3372 38 31 19 71 24 47 53 24 235 67
internal_value=0 0.000308359 0.00156113 0.000478735 0.00347439 -0.00381806 0.00133814 0.00216208 0.00388964 -0.000144957 0.000965992
internal_weight=0 2932.48 779.174 497.64 281.533 82.9435 414.697 338.522 209.888 2153.3 683.365
internal_count=4780 1408 307 205 102 43 162 124 71 1101 302
is_linear=0
shrinkage=0.06


Tree=323
num_leaves=12
num_cat=0
split_feature=80 19 15 144 17 57 76 46 131 102 52
split_gain=0.101524 0.426053 0.639761 0.510345 0.349661 0.334586 0.478592 0.698371 0.515084 0.33035 0.309074
threshold=0.0046923852059990176 0.04673989117145539 0.00087947337306104611 0.0011261500185355546 0.00093549740267917525 0.00017767510871635753 0.00085274505545385193 0.0020292587578296666 0.040252277627587325 0.0028552538715302949 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1 8 -8 -7 -9 -10
right_child=-2 2 3 4 -6 6 7 9 10 -11 -12
leaf_value=-0.00017891880769852809 0.00031595114249017252 0.0022144125297651742 -0.0019279212739381965 -0.011574924071106114 -0.0035481388044889574 0.0027618044024217462 0.0045747186261005275 -0.0063639191212427728 0.00079728949726868919 -0.0011116925250349229 -0.0059057083697860585
leaf_weight=5682.2359421253204 2647.3728411197662 90.780806422233582 188.84939503669739 40.377612948417664 37.85333526134491 514.43468642234802 59.696091771125793 64.276425719261169 61.93531858921051 130.92430865764618 41.263115644454956
leaf_count=2882 1360 36 92 28 17 190 24 42 22 62 25
internal_value=0 -0.000121002 -0.00213697 -0.003616 -0.00769103 -1.09391e-05 0.00108301 -0.00110439 0.00198574 -0.00284117 -0.00188285
internal_weight=0 6912.63 357.861 267.08 78.2309 6554.77 872.53 254.897 617.633 195.201 103.198
internal_count=4780 3420 173 137 45 3247 365 128 237 104 47
is_linear=0
shrinkage=0.06


Tree=324
num_leaves=12
num_cat=0
split_feature=95 146 39 10 131 65 36 26 88 71 147
split_gain=0.097978 0.317068 0.260207 0.440905 0.713138 0.616497 0.815986 0.539776 0.530643 0.749534 0.553165
threshold=0.0012745757703669371 0.044033329933881767 0.0056525857653468856 0.0066005610860884198 0.0045489775948226461 0.0063990866765379914 0.0015833032084628942 0.00080172589514404546 0.00017767510871635753 0.0079489401541650313 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 -5 8 -4 10 -10
right_child=1 -3 3 5 -6 -7 -8 -9 9 -11 -12
leaf_value=0.00018819337786441867 1.1092613161480311e-05 0.0027654172144877206 0.0025495352667604348 -0.0053849081715538309 0.0014009397092693873 0.0039161532807939136 0.0020868048279047888 -0.0060448103713966125 -0.0032019285278878161 -0.0064368941979356222 0.0030261239953221553
leaf_weight=4877.7477124929428 3236.7208156585693 126.62902557849884 113.56000578403473 240.57596254348755 455.02364552021027 43.034121036529541 67.350215077400208 91.299968004226685 105.02037978172302 102.59798240661621 100.44004583358765
leaf_count=2401 1704 57 51 143 179 19 26 51 52 63 34
internal_value=0 -0.000196051 -0.000278368 -0.000988736 -0.000328161 -0.00281059 -0.00375068 -0.00186209 -0.000956341 -0.00224872 -0.000157323
internal_weight=0 4682.25 4555.62 1318.9 967.942 350.96 307.926 512.918 421.618 308.058 205.46
internal_count=4780 2379 2322 618 430 188 169 251 200 149 86
is_linear=0
shrinkage=0.06


Tree=325
num_leaves=12
num_cat=0
split_feature=94 126 51 94 70 128 133 138 39 100 5
split_gain=0.106966 0.217352 0.381252 0.386132 0.286569 0.389469 0.351966 0.32454 0.639699 0.319042 0.341798
threshold=0.0084566329605877417 0.00057154725072905432 0.045367386192083366 0.0025217677466571335 0.010500331409275534 0.00017767510871635753 0.0010263677686452868 0.035692447796463973 0.057509137317538268 0.020035739988088611 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -3 8 -8 10 -7
right_child=-2 4 3 -5 5 9 7 -9 -10 -11 -12
leaf_value=3.0142924241641723e-05 0.00042477684032283657 0.00048840022486613282 0.0058204646609939905 -0.0012304241482616407 -0.0028791027919668559 0.0021571862236151934 -0.0018381023948934017 0.0028150892638056204 0.0055466437413672172 0.005228280443856842 -0.0033761055905682643
leaf_weight=5467.3601478338242 1744.6837924718857 486.69905197620392 81.304737567901611 42.61683976650238 75.991721391677856 156.30907595157623 1266.2501456737518 63.054931998252869 43.685513019561768 77.945897340774536 54.098024725914001
leaf_count=2705 843 270 29 26 47 57 707 21 14 32 29
internal_value=0 -9.48268e-05 0.000104734 0.00339565 -0.000596528 0.000942191 -0.000897989 -0.00138944 -0.00159183 0.00194924 0.000734515
internal_weight=0 7815.32 5591.28 123.922 2224.03 364.345 1859.69 1372.99 1309.94 288.353 210.407
internal_count=4780 3937 2760 55 1177 165 1012 742 721 118 86
is_linear=0
shrinkage=0.06


Tree=326
num_leaves=12
num_cat=0
split_feature=103 47 33 108 33 97 46 141 40 101 70
split_gain=0.10109 0.391357 0.487138 0.355683 0.394138 0.53046 0.361968 0.298582 0.294729 0.290525 0.290488
threshold=0.00096484774257987748 0.0056525857653468856 0.001792412775103003 0.011169348377734424 0.0070226341485977182 0.00064626874518580746 0.00046126570669002836 0.0013986918493174019 0.00244467705488205 0.0026012937305495147 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 6 5 -5 -3 -8 -9 -10 -2
right_child=1 3 -4 4 -6 -7 7 8 9 -11 -12
leaf_value=-8.0682495851519184e-05 0.00055467565406131653 0.0031269370480722083 0.0018225444024754769 0.00012050671836877365 -0.0029176534223021148 0.0086645526067836258 0.00042868831872881519 -0.0015535111578290715 -0.0089738389119104964 -0.0028333290640414717 -0.0047273799973534831
leaf_weight=8163.9352787733078 80.236064314842224 42.148618340492249 760.27272498607635 67.869376659393311 52.092908620834351 42.565899610519409 74.1697758436203 94.943859100341797 59.329750657081604 52.092908620834351 70.342714190483093
leaf_count=4105 41 22 304 41 33 15 42 61 42 33 41
internal_value=0 0.000471817 0.00120503 -0.000904577 0.0013844 0.0034137 -0.00205748 -0.0028364 -0.0040099 -0.006103 -0.00191283
internal_weight=0 1396.06 910.852 485.213 162.528 110.435 322.685 280.536 206.367 111.423 150.579
internal_count=4780 675 386 289 89 56 200 178 136 75 82
is_linear=0
shrinkage=0.06


Tree=327
num_leaves=12
num_cat=0
split_feature=49 128 16 16 59 49 3 63 3 14 62
split_gain=0.0964818 0.115567 0.423314 0.394748 0.402741 0.496839 0.344428 0.402978 0.36901 0.403421 0.452738
threshold=0.041476719081401832 0.0048403022810816774 0.0030382014811038975 0.0010918468469753864 0.0014427106943912806 0.0010585968848317864 0.0037758676335215573 0.0046923852059990176 0.00244467705488205 0.0038949446752667431 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -5 8 -8 -1 10 -10
right_child=-2 2 -4 4 -6 -7 7 -9 9 -11 -12
leaf_value=0.00010066070985707267 0.0020817307808038421 -0.00034967595256478674 0.0024791037432501419 -0.0029446335607581997 -0.00077935720864801049 -0.012257868866612396 0.0028875667165618704 -0.0021338506504242068 -0.0054297937354103355 0.00084481119844830217 0.00084982047224074883
leaf_weight=6550.685196518898 79.482792019844055 1866.8647145032883 170.73181986808777 61.986258745193481 119.86040496826172 30.901544094085693 292.12911951541901 71.645498156547546 143.15876591205597 114.44550848007202 58.108256936073303
leaf_count=3434 24 862 64 33 52 21 108 31 82 48 21
internal_value=0 -1.74528e-05 -0.000392946 -0.000628735 -0.00307748 -0.00604292 9.9417e-05 0.0018986 4.09829e-06 -0.00199946 -0.00361679
internal_weight=0 9480.52 2250.34 2079.61 212.748 92.8878 7230.17 363.775 6866.4 315.713 201.267
internal_count=4780 4756 1032 968 106 54 3724 139 3585 151 103
is_linear=0
shrinkage=0.06


Tree=328
num_leaves=12
num_cat=0
split_feature=80 19 150 11 129 96 37 7 133 41 53
split_gain=0.0985802 0.305388 0.584764 0.498017 0.469537 0.518663 0.484413 0.641906 0.534275 0.532104 0.676341
threshold=0.0046923852059990176 0.04673989117145539 0.0053125319536775359 0.004017772153019906 0.00093549740267917525 0.013860232196748258 0.0023699469165876512 0.0012357163941487672 0.013860232196748258 0.00052132029668428015 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 -6 9 10 -9
right_child=1 2 -4 4 6 -7 -8 8 -10 -11 -12
leaf_value=-0.00011923480915026486 0.0013171434856351569 0.00038719753961147035 0.0086679754535579703 -9.3830703975399433e-05 0.00061354899046062194 0.0040083106797167908 0.00068058661696614035 5.9739930949347584e-05 -0.01013768245670657 0.00072532085353976166 -0.0061434255499942846
leaf_weight=6912.6270385980606 870.93235194683075 96.429813623428345 45.039237141609192 572.40095293521881 192.4932861328125 137.64198911190033 290.2258837223053 92.134530544281006 40.143502235412598 107.91099858283997 202.02029514312744
leaf_count=3420 457 42 15 326 102 56 134 37 26 45 120
internal_value=0 0.000311337 0.00302353 0.000158222 -0.000459123 0.00070137 -0.00135 -0.00227852 -0.00353743 -0.00287844 -0.00420048
internal_weight=0 2647.37 141.469 2505.9 1634.97 710.043 924.928 634.703 442.209 402.066 294.155
internal_count=4780 1360 57 1303 846 382 464 330 228 202 157
is_linear=0
shrinkage=0.06


Tree=329
num_leaves=12
num_cat=0
split_feature=128 145 10 74 89 132 44 132 98 150 81
split_gain=0.101139 0.251986 0.347858 0.292111 0.148908 0.258258 0.349735 0.257792 0.303204 0.815594 0.270366
threshold=0.05109804309904576 0.0016331639490090313 0.0023699469165876512 0.0016846025246195497 0.0070226341485977182 0.022641776129603389 0.00090704852482303988 0.0020292587578296666 0.00080172589514404546 0.0017376682371832433 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 -1 -7 10 -9 -10 -6
right_child=1 2 3 -5 7 6 -8 8 9 -11 -12
leaf_value=-4.6514341467327974e-05 0.0042387375520319065 0.0032139790640073043 0.0014274946715744808 -0.0060626356256001596 -0.0006257036848294113 -0.0070363976413722346 -0.00069601096087437892 0.0013853982234032518 -0.0073644946603075006 0.0018147342557966316 0.0039235171895197806
leaf_weight=8638.7868046760559 70.057663321495056 60.581594467163086 32.672549486160278 43.970563888549805 68.052547216415405 44.204674601554871 107.44277715682983 200.6969211101532 62.454480171203613 78.831400036811829 152.24790358543396
leaf_count=4390 28 21 15 27 32 29 41 77 37 29 54
internal_value=0 0.0013109 -0.000183856 -0.00286963 -2.90532e-05 -8.96031e-05 -0.00254421 0.000917552 -0.00011358 -0.00224288 0.00251823
internal_weight=0 207.282 137.225 76.6431 9352.72 8790.43 151.647 562.283 341.983 141.286 220.3
internal_count=4780 91 63 42 4689 4460 70 229 143 66 86
is_linear=0
shrinkage=0.06


Tree=330
num_leaves=12
num_cat=0
split_feature=117 60 25 131 149 99 93 28 70 110 112
split_gain=0.0996608 0.286178 0.378306 0.371351 0.508817 0.315473 0.273465 0.312789 0.344082 0.396529 0.287142
threshold=0.022641776129603389 0.00046126570669002836 0.0017376682371832433 0.0013146653072908523 0.00060774214216507982 0.0014881226234138014 0.0070226341485977182 0.004017772153019906 0.0005375427135732026 0.00075379351619631063 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 9 -3 -8
right_child=1 6 3 -5 5 -7 10 -9 -10 -11 -12
leaf_value=8.1620648334752171e-05 -0.00061052610119439554 -0.0033032241808150392 -0.0043938251680069205 0.0069025235915351132 0.0067616340503457535 -0.00052105872064947827 0.0022983582407610881 0.0013261713722005665 -0.0033871531359660912 0.0022503904596219942 -0.0013390303290327656
leaf_weight=8118.8039213418961 289.77825236320496 83.462674140930176 41.497226357460022 56.754532814025879 50.454133629798889 37.201943278312683 150.05961692333221 100.49098598957062 364.59942018985748 103.90076637268066 162.9964063167572
leaf_count=3973 183 58 27 20 19 22 67 45 220 53 93
internal_value=0 -0.0004598 0.000744753 0.00285725 0.00107962 0.0036708 -0.00105326 -0.00175271 -0.00231326 -0.000223515 0.000404508
internal_weight=0 1441.2 475.686 185.908 129.153 87.6561 965.51 652.454 551.963 187.363 313.056
internal_count=4780 807 271 88 68 41 536 376 331 111 160
is_linear=0
shrinkage=0.06


Tree=331
num_leaves=12
num_cat=0
split_feature=42 2 150 123 61 23 65 145 131 34 123
split_gain=0.0929187 0.131798 0.224249 0.381977 0.389097 0.174884 0.227132 0.197192 0.153873 0.147597 0.471779
threshold=0.091400381177663817 0.0033348383149132137 0.012252715881913902 0.0060143163427710542 0.0014881226234138014 0.012636432424187662 0.00077738583786413084 0.012636432424187662 0.0079489401541650313 0.0053125319536775359 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -3 7 8 -6 -7 -1 -11
right_child=-2 2 -4 -5 5 6 -8 -9 -10 10 -12
leaf_value=-0.00025976232784828652 -0.0013824861930964803 0.0053770210610748223 0.0053801927232810425 -0.0043836700917825131 0.00089334766872666395 0.0012325149270113011 -0.0023889092983101984 -0.0040336051634444542 0.0060247790296322126 0.00064586643512412666 -0.0006992966015569275
leaf_weight=4603.7058180570602 171.87202334403992 68.469828486442566 39.4411700963974 47.797625541687012 62.403540015220642 58.159197092056274 35.196827173233032 55.034467577934265 41.212175488471985 3013.4679758548737 1363.2392309904099
leaf_count=2363 116 25 20 28 26 32 26 37 14 1466 627
internal_value=0 2.53097e-05 0.00108039 0.000619892 0.00136615 0.000276402 0.00175297 -0.00141555 0.00322001 -2.25914e-05 0.00022688
internal_weight=0 9388.13 407.715 368.274 320.476 252.006 134.568 117.438 99.3714 8980.41 4376.71
internal_count=4780 4664 208 188 160 135 72 63 46 4456 2093
is_linear=0
shrinkage=0.06


Tree=332
num_leaves=12
num_cat=0
split_feature=32 117 4 7 131 13 143 49 71 70 20
split_gain=0.0943095 0.341203 0.407515 0.397023 0.310618 0.343375 0.280527 0.382302 0.454665 0.440603 0.381695
threshold=0.00087947337306104611 0.00062670491752214741 0.00046126570669002836 0.020035739988088611 0.0063990866765379914 0.0023699469165876512 0.0011261500185355546 0.0005375427135732026 0.010829726699739696 0.00082683752407319855 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -3 9 10 -8 -9
right_child=-2 6 -4 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.001333776150523395 0.0001831450011178575 -0.0012443591992913952 -0.0045078404156456619 0.0048098440747721093 0.0029251124081542349 -0.0076703993267768682 0.000573922159856224 0.0024999416936531192 0.0038213919211687849 -0.00088230842017693063 -0.001890618606186554
leaf_weight=271.19245576858521 4916.4963104724884 569.61221444606781 132.37991309165955 42.565899610519409 52.927471160888672 34.7286057472229 1711.2482106685638 133.99809801578522 213.76594090461731 1328.7859160900116 152.29884374141693
leaf_count=151 2320 355 85 15 19 22 906 46 83 713 65
internal_value=0 -0.000193912 -0.00162101 -0.00066898 -0.00131887 -0.00205312 -8.55196e-06 0.000190293 0.00172765 -6.259e-05 0.000164334
internal_weight=0 4643.5 533.794 401.414 358.849 305.921 4109.71 3540.1 500.063 3040.03 286.297
internal_count=4780 2460 292 207 192 173 2168 1813 194 1619 111
is_linear=0
shrinkage=0.06


Tree=333
num_leaves=12
num_cat=0
split_feature=105 51 112 64 6 124 129 32 94 99 116
split_gain=0.0990788 0.427597 0.518828 0.382334 0.499679 0.349522 0.315383 0.279196 0.456149 0.63222 0.483562
threshold=0.00062670491752214741 0.016164712607860569 0.00050559637020342063 0.00038414125447161501 0.00055427959887310873 0.0010585968848317864 0.0092791137285530585 0.00077738583786413084 0.0025217677466571335 0.00073092587990686308 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 7 -5 -3 -6 -1 9 -9 -10
right_child=-2 2 -4 4 6 -7 -8 8 10 -11 -12
leaf_value=4.5402520100117437e-05 -0.00011477260102826709 -0.0035055019833437752 0.0073278816646829845 -0.0065445599997913488 -0.003736884228261717 0.0030830701565929238 0.0030661857473845838 0.0025176979638786637 0.0021283338430611756 -0.0060176370534524293 0.0096562324921946122
leaf_weight=1846.7734433412552 7065.454803943634 44.438785314559937 66.464712381362915 69.691322207450867 43.736453175544739 83.360793828964233 55.869030117988586 91.717249274253845 100.95920741558075 47.380344271659851 44.153734445571899
leaf_count=1039 3405 31 29 46 25 36 23 44 49 35 18
internal_value=0 0.000325078 0.00302821 9.67917e-05 -0.00264761 0.000792076 7.89792e-05 0.000314822 0.00206548 -0.000389664 0.00441886
internal_weight=0 2494.55 194.264 2300.28 169.297 127.8 99.6055 2130.98 284.211 139.098 145.113
internal_count=4780 1375 96 1279 94 67 48 1185 146 79 67
is_linear=0
shrinkage=0.06


Tree=334
num_leaves=12
num_cat=0
split_feature=96 15 18 54 56 131 95 8 113 42 141
split_gain=0.0898397 0.219571 0.403285 0.50439 0.363043 0.557881 0.520732 0.375449 0.384738 0.374593 0.368227
threshold=0.0010918468469753864 0.0044099434744566688 0.001792412775103003 0.0062037324532866487 0.0012745757703669371 0.001792412775103003 0.0021592099219560628 0.0011261500185355546 0.0020932231564074759 0.001792412775103003 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -6 -4 10 -7 -9
right_child=1 -3 3 -5 6 9 -8 8 -10 -11 -12
leaf_value=0.0002641504077014961 -0.0010544796005897334 0.0001580331129081294 0.0048454431441718997 -0.0054123108333679771 -0.0070193033734938133 0.0018585611309459506 0.0011989683140731849 0.0010770265179514456 0.0028230532360919449 0.006211623265643086 -0.0045391039000522602
leaf_weight=3121.6542652845383 1790.1609009504318 3862.8426221609116 42.331788897514343 47.563514828681946 46.678012132644653 227.48635268211365 68.469828486442566 63.757264137268066 62.169429302215576 103.56477534770966 123.32112550735474
leaf_count=1619 904 1929 13 26 29 84 25 27 24 29 71
internal_value=0 -0.000128074 -0.00055719 0.000576367 0.000962448 0.00153482 -0.00213251 -0.000378885 -0.00126618 0.00322036 -0.0026251
internal_weight=0 6438.35 2575.5 785.342 737.779 622.631 115.148 291.58 249.248 331.051 187.078
internal_count=4780 3161 1232 328 302 248 54 135 122 113 98
is_linear=0
shrinkage=0.06


Tree=335
num_leaves=12
num_cat=0
split_feature=77 78 124 146 17 114 81 95 50 142 3
split_gain=0.0937442 0.230396 0.308998 0.583461 0.543986 0.569401 0.440005 0.487102 0.370858 0.276219 0.299494
threshold=0.016164712607860569 0.048151826485991485 0.0053125319536775359 0.011519505176693203 0.000490355829242617 0.007706565549597145 0.0053125319536775359 0.0027679565828293566 0.0038949446752667431 0.0037758676335215573 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -4 -2 -8 -6 10 -3
right_child=1 9 4 -5 8 -7 7 -9 -10 -11 -12
leaf_value=-7.112759871425966e-05 0.001146244766039839 0.00039283280843376635 -0.0067148866218830717 -0.0027585508986462271 0.0046618399466425431 -0.00018840644146617922 0.0028718418035653479 0.0094627034786104354 -0.0013775265852819061 0.00086367501530501035 -0.0046506894507980963
leaf_weight=8361.6602908372879 194.73251295089722 73.884724974632263 65.86426055431366 73.284273147583008 104.50121819972992 178.67099404335022 109.49883341789246 63.940434694290161 56.337251543998718 178.20277261734009 99.42231273651123
leaf_count=4220 100 29 45 45 37 79 48 18 27 75 57
internal_value=0 0.000496307 0.00103231 0.0021306 -0.00016373 -0.00194628 0.00310378 0.00530164 0.00254642 -0.000794995 -0.00250052
internal_weight=0 1198.34 846.83 441.456 405.374 244.535 368.172 173.439 160.838 351.51 173.307
internal_count=4780 560 399 211 188 124 166 66 64 161 86
is_linear=0
shrinkage=0.06


Tree=336
num_leaves=12
num_cat=0
split_feature=95 50 19 148 72 27 36 78 59 30 87
split_gain=0.0906811 0.260525 0.32192 0.434464 0.249107 0.566204 0.446934 0.444211 0.42781 0.404158 0.387607
threshold=0.0012745757703669371 0.12767273932695392 0.04673989117145539 0.014740333426743748 0.001792412775103003 0.0011980500421486797 0.00047558375808876013 0.012252715881913902 0.0034400182776153092 0.00017767510871635753 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 6 7 -6 -8 -7 -9
right_child=4 -3 3 -5 5 9 8 10 -10 -11 -12
leaf_value=0.00035477210850333842 0.00049573739400683172 -0.0021244879393498253 4.65130366484796e-05 -0.0065918281366606872 -0.0021983488334531803 -0.0017849551478830061 -0.0019146093409998398 0.0037799738037096629 -0.0065458320803738756 0.00027072520623422033 -0.0025845616021038906
leaf_weight=4556.4674642086029 1359.0566582679749 170.28418850898743 93.956476092338562 57.039583683013916 266.24578070640564 408.70221447944641 185.25644409656525 110.56750667095184 117.25483703613281 2185.1318736076355 50.036852359771729
leaf_count=2213 792 113 42 33 151 227 93 36 72 982 26
internal_value=0 0.00018105 0.000264449 -0.00246116 -0.000188609 -0.00046848 -0.00194541 -0.00069505 -0.00370969 -5.31818e-05 0.00179708
internal_weight=0 4877.75 4707.46 150.996 4682.25 3323.2 729.361 426.85 302.511 2593.83 160.604
internal_count=4780 2401 2288 75 2379 1587 378 213 165 1209 62
is_linear=0
shrinkage=0.06


Tree=337
num_leaves=12
num_cat=0
split_feature=145 72 32 141 36 143 68 125 72 72 29
split_gain=0.0929329 0.288075 0.442679 0.494902 0.269723 0.393802 0.306147 0.488541 0.362146 0.587567 0.312734
threshold=0.00093549740267917525 0.00017767510871635753 0.00062670491752214741 0.0013986918493174019 0.00747153488919139 0.01884530205279589 0.00064626874518580746 0.04273676127195359 0.019431582652032379 0.0033348383149132137 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 8 9 -3 -11
right_child=1 4 3 -5 5 -7 -8 -9 -10 10 -12
leaf_value=0.00028123234793431338 0.00024570739032795394 -0.0011017074107666804 0.0097063507511813644 0.0017942067361409308 0.00044395503696055788 0.0055502562152056952 -0.00026747705044460229 0.0042665278627508707 0.00092895395851656998 -0.011196161880360723 -0.0046916518196663528
leaf_weight=2932.4786392450333 468.65300703048706 115.19878077507019 40.326672792434692 96.714864492416382 530.3639749288559 60.581594467163086 5099.2902470827103 37.85333526134491 66.230601668357849 43.319171905517578 68.988990068435669
leaf_count=1408 306 65 17 55 231 21 2561 17 27 32 40
internal_value=0 -0.000124437 0.00112285 0.00412248 -0.000249893 0.000967434 -0.000382353 -0.00214894 -0.00297569 -0.00411238 -0.00720055
internal_weight=0 6627.52 605.695 137.042 6021.83 590.946 5430.88 331.591 293.738 227.507 112.308
internal_count=4780 3372 378 72 2994 252 2742 181 164 137 72
is_linear=0
shrinkage=0.06


Tree=338
num_leaves=12
num_cat=0
split_feature=103 50 144 18 1 149 43 32 58 136 97
split_gain=0.0926545 0.326881 0.329991 0.341753 0.314723 0.537109 0.385022 0.352894 0.543141 0.454404 0.442845
threshold=0.00096484774257987748 0.0063990866765379914 0.0032328735105693345 0.00052132029668428015 0.0044099434744566688 0.0030382014811038975 0.0068083447404205808 0.00077738583786413084 0.0035485138650983576 0.00062670491752214741 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 -6 -7 10 -9 -10 -3
right_child=1 4 3 -5 5 6 -8 8 9 -11 -12
leaf_value=-7.724288001347968e-05 0.00012907040897175426 -0.00049707491132187302 0.00050920265078677413 -0.0058575025113227703 0.0029479264835310954 -0.0066557133706317976 -0.00040524195561612923 -1.5312051431490524e-05 0.0069713750648278706 0.00085159682621171518 0.0053126503610056164
leaf_weight=8163.9352787733078 366.21760511398315 287.4371452331543 49.334520220756531 78.8823401927948 87.839247465133667 60.449364066123962 85.885071516036987 118.50668084621429 141.8863320350647 63.10587215423584 56.520422101020813
leaf_count=4105 181 163 20 40 32 41 47 51 50 32 18
internal_value=0 0.000451702 -0.000788101 -0.00340776 0.00113158 -0.000760949 -0.00298725 0.00179557 0.00321815 0.00508743 0.000457601
internal_weight=0 1396.06 494.434 128.217 901.63 234.174 146.334 667.456 323.499 204.992 343.958
internal_count=4780 675 241 60 434 120 88 314 133 82 181
is_linear=0
shrinkage=0.06


Tree=339
num_leaves=12
num_cat=0
split_feature=70 46 109 40 105 110 46 69 56 27 39
split_gain=0.0890303 0.210334 0.313176 0.281876 0.47439 0.368052 0.1239 0.303586 0.380108 0.419977 0.466499
threshold=0.034632634371519096 0.0020292587578296666 0.0066005610860884198 0.0098710241727530974 0.0046923852059990176 0.00039601318712811922 0.0016846025246195497 0.00046126570669002836 0.00017767510871635753 0.0053125319536775359 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 5 -3 7 8 -1 -10 -11
right_child=1 3 -4 -5 -6 -7 -8 -9 9 10 -12
leaf_value=0.00012653977591972515 0.0016833525805165777 0.0046889173509486511 -0.0042902736050878174 -0.00093442390462973308 0.0071519740956824439 -0.0023708526733982748 -0.0001911649968508592 0.0010000379275758541 -0.0046437119993050641 0.0034945659023729605 -0.0046329480938942175
leaf_weight=1511.4877324104309 67.350215077400208 47.746685385704041 59.512921214103699 87.18785548210144 68.2357177734375 59.981142640113831 6180.0595979690552 1234.9714304208755 135.97286403179169 66.230601668357849 41.263115644454956
leaf_count=837 26 17 33 37 23 37 3078 556 84 27 25
internal_value=0 0.000887841 -0.00111894 0.00185529 0.00323757 0.00075815 -3.77613e-05 0.000279318 -0.000227857 -0.00242802 0.000374695
internal_weight=0 390.015 126.863 263.151 175.964 107.728 9169.99 2989.93 1754.95 243.467 107.494
internal_count=4780 173 59 114 77 54 4607 1529 973 136 52
is_linear=0
shrinkage=0.06


Tree=340
num_leaves=12
num_cat=0
split_feature=90 142 133 11 108 138 4 33 91 55 24
split_gain=0.0912722 0.24331 0.236828 0.270802 0.301582 0.344693 0.192255 0.200861 0.15185 0.239335 0.144864
threshold=0.0011980500421486797 0.0017376682371832433 0.0018488886416889729 0.010180860292166473 0.0038949446752667431 0.0017376682371832433 0.0012745757703669371 0.0032328735105693345 0.00075379351619631063 0.0026012937305495147 0.031632266007363803
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 8 6 4 -4 -6 -3 -8 -2 -10 -1
right_child=1 2 3 -5 5 -7 7 -9 9 -11 -12
leaf_value=-7.9541709278937537e-06 -0.0030477116407584995 0.0070261061192733428 0.002731288491115173 0.0040890572740652888 -0.00022378939492648922 -0.007446652743295379 -0.00088793546595228648 0.0052725793970247571 -0.001571099070751413 0.0044355901827760275 -0.0016038797187645571
leaf_weight=8818.2208310365677 76.459942817687988 43.685513019561768 61.049815893173218 58.342367649078369 74.403886556625366 34.962716460227966 40.143502235412598 36.265500426292419 70.810935616493225 36.031389713287354 209.62347829341888
leaf_count=4391 51 14 25 23 44 24 26 14 45 12 111
internal_value=0 0.000763597 0.00169358 0.00056087 -0.000647011 -0.00253282 0.00385119 0.00203599 -0.00100631 0.00045459 -4.5011e-05
internal_weight=0 532.156 348.853 228.759 170.416 109.367 120.095 76.409 183.302 106.842 9027.84
internal_count=4780 278 170 116 93 68 54 40 108 57 4502
is_linear=0
shrinkage=0.06


Tree=341
num_leaves=12
num_cat=0
split_feature=39 89 95 31 112 121 78 114 125 55 67
split_gain=0.0906987 0.274864 0.592105 0.221414 0.227421 0.199559 0.382762 0.13039 0.305901 0.254041 0.270566
threshold=0.028884131461381916 0.0017376682371832433 0.00077738583786413084 0.00017767510871635753 0.00040826165059115743 0.0025217677466571335 0.010500331409275534 0.017188700847327713 0.015200819820165636 0.0034400182776153092 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 4 -2 6 -5 9 -9 -1 -11
right_child=1 2 -4 5 -6 -7 -8 8 -10 10 -12
leaf_value=-7.4351140424810011e-05 0.0011970896019305047 0.0016219660238903537 -0.0084188218824317856 -0.0021324766930906126 -0.0040341800149001636 0.0046229788669805219 0.0029316283605561634 0.00095285822097937239 -0.0029206251173329 -0.00061432677518167709 -0.00561659195174835
leaf_weight=7902.9320540428162 78.831400036811829 54.04708456993103 34.7286057472229 79.767842888832092 48.214906811714172 87.136915326118469 164.61459124088287 861.13005208969116 80.236064314842224 107.25960659980774 61.100756049156189
leaf_count=4115 29 18 22 37 21 26 54 331 41 50 36
internal_value=0 0.000749929 -0.00230594 0.00134153 -0.000788212 0.0021577 0.00127868 -4.55434e-05 0.000622707 -0.000123482 -0.00242973
internal_weight=0 547.341 88.7757 458.566 127.046 331.519 244.382 9012.66 941.366 8071.29 168.36
internal_count=4780 207 40 167 50 117 91 4573 372 4201 86
is_linear=0
shrinkage=0.06


Tree=342
num_leaves=12
num_cat=0
split_feature=43 135 112 139 7 108 30 43 117 73 11
split_gain=0.0869043 0.1975 0.112487 0.315036 0.444261 0.285412 0.267971 0.551901 0.496302 0.471178 0.695946
threshold=0.11438806727528573 0.0053125319536775359 0.00082683752407319855 0.0005375427135732026 0.0026012937305495147 0.0098710241727530974 0.0026833302108570938 0.0027679565828293566 0.0012357163941487672 0.0023699469165876512 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 -5 -6 7 9 -8 -4 -11
right_child=1 -3 3 4 5 -7 8 -9 -10 10 -12
leaf_value=0.00010069325926708864 -0.00038113386975442693 0.0042810022985872859 -0.0002196333203969352 -0.0024015225961143572 0.0012160116973976586 0.0054460625966730658 0.0036170908681266004 -0.001647141224383631 -0.0030187561858231494 -0.0034379838217909529 0.0043232500058472054
leaf_weight=6987.7430173158646 80.755225896835327 54.983527421951294 734.98007798194885 93.590134978294373 214.88555431365967 78.363178610801697 46.627071976661682 697.04545247554779 312.58780181407928 52.092908620834351 206.34592831134796
leaf_count=3375 56 26 426 60 82 25 18 440 156 33 83
internal_value=0 0.00150735 -2.17106e-05 -0.000372755 0.0011977 0.00234638 -0.000669149 -0.000352902 -0.00215741 0.000555218 0.00275884
internal_weight=0 135.739 9424.26 2436.52 386.839 293.249 2049.68 1690.46 359.215 993.419 258.439
internal_count=4780 82 4698 1323 167 107 1156 982 174 542 116
is_linear=0
shrinkage=0.06


Tree=343
num_leaves=12
num_cat=0
split_feature=58 141 46 75 3 39 149 69 101 89 132
split_gain=0.0902824 0.352747 0.353663 0.372528 0.369945 0.458074 0.386777 0.484179 0.57742 0.37331 0.450772
threshold=0.0013560238294303419 0.0066005610860884198 0.00087947337306104611 0.00064626874518580746 0.00244467705488205 0.00064626874518580746 0.0021592099219560628 0.00747153488919139 0.00017767510871635753 0.00085274505545385193 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 9 8 -8 10 -7
right_child=-2 -3 4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00093495986858455136 0.00012698906188739586 -0.0016250978623893533 -0.002291994942094637 0.0019838243872613475 -0.001614707921109932 0.00099382826650245833 0.0025744651777026206 0.0018854731942847824 -0.0071841445882876069 -0.0012002153495873024 0.004613126056852
leaf_weight=223.44577038288116 6484.2811843156815 563.05711448192596 214.02064168453217 532.73543214797974 616.48315715789795 406.67650830745697 30.850603938102722 78.831400036811829 74.637997269630432 156.82823753356934 178.15183246135712
leaf_count=134 3321 299 138 209 280 178 10 29 46 72 64
internal_value=0 -0.00026772 3.64515e-05 0.00112135 -0.000430606 0.000209728 0.000787951 -0.00167183 -0.0043302 0.00139927 0.00209635
internal_weight=0 3075.72 2512.66 756.181 1756.48 1140 925.977 184.32 105.489 741.657 584.828
internal_count=4780 1459 1160 343 817 537 399 85 56 314 242
is_linear=0
shrinkage=0.06


Tree=344
num_leaves=12
num_cat=0
split_feature=148 42 102 47 113 21 25 81 150 54 97
split_gain=0.089284 0.43974 0.392535 0.340969 0.425288 0.52211 0.287963 0.33362 0.36344 0.228302 0.206566
threshold=0.041476719081401832 0.0013560238294303419 0.0066005610860884198 0.0017376682371832433 0.0010585968848317864 0.0011261500185355546 0.0032328735105693345 0.010180860292166473 0.0046923852059990176 0.00017767510871635753 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -3 5 -5 7 8 -6 -2 -10
right_child=1 3 -4 4 6 -7 -8 -9 10 -11 -12
leaf_value=5.9015858003955458e-05 -0.00015158039983935201 -0.0050256843447822122 -0.0032162760876415421 0.00011694306400443472 0.0046149725511515447 -0.0076189349647576938 -0.003036681371411947 -0.0028480487761591675 -0.0015414922136356233 0.0038465467070523665 0.0033002153483426343
leaf_weight=8662.6346772909164 78.180008053779602 83.829015254974365 53.863914012908936 59.696091771125793 103.1474940776825 66.28154182434082 86.302352786064148 68.286657929420471 101.42742884159088 150.19184732437134 46.15885055065155
leaf_count=4393 34 40 27 24 36 38 40 34 53 47 14
internal_value=0 -0.000569704 0.00139114 -0.00146938 -0.000908267 -0.00395319 3.81201e-05 0.000869924 0.0018825 0.00247784 -2.72074e-05
internal_weight=0 897.365 282.236 615.129 531.3 125.978 405.323 319.02 250.734 228.372 147.586
internal_count=4780 387 108 279 239 62 177 137 103 81 67
is_linear=0
shrinkage=0.06


Tree=345
num_leaves=12
num_cat=0
split_feature=6 50 1 123 92 20 95 100 37 115 97
split_gain=0.103527 0.231864 0.414069 0.390263 0.293392 0.256325 0.25496 0.221649 0.221648 0.213216 0.19833
threshold=0.00055427959887310873 0.00017767510871635753 0.0005375427135732026 0.0026833302108570938 0.00055427959887310873 0.0026833302108570938 0.0021592099219560628 0.00099512818269431613 0.00075379351619631063 0.019431582652032379 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 -4 8 -7 -2 9 -6 -10
right_child=1 2 4 -5 5 6 -8 -9 10 -11 -12
leaf_value=-5.8368881582207667e-05 0.0033912103399744149 0.0033345675053626346 -0.0041129791519594209 -0.0054943525510606252 0.0016344001935661176 -0.0051619748041404111 0.0014011076363299232 -0.002399041090013391 0.00097365952017926043 -0.0034442653459623193 0.0055408276602737176
leaf_weight=8791.6861002445221 54.281195282936096 211.70988464355469 52.744300603866577 54.566246151924133 83.594904541969299 46.678012132644653 39.207059383392334 42.382729053497314 67.584325790405273 46.209790706634521 69.355331182479858
leaf_count=4439 20 76 28 33 38 29 18 24 28 25 22
internal_value=0 0.000667905 0.0011839 -0.00143758 6.06975e-05 0.000684972 -0.00216589 0.000852449 0.00160288 -0.000173578 0.00328678
internal_weight=0 768.314 617.084 151.23 405.374 352.629 85.8851 96.6639 266.744 129.805 136.94
internal_count=4780 341 264 77 188 160 47 44 113 63 50
is_linear=0
shrinkage=0.06


Tree=346
num_leaves=12
num_cat=0
split_feature=144 46 98 100 128 12 112 39 73 93 106
split_gain=0.0915604 0.263949 0.273939 0.245834 0.383581 0.549985 0.478894 0.593125 0.435765 0.350609 0.526788
threshold=0.00070876078098081063 0.096724390983581557 0.0011261500185355546 0.00057154725072905432 0.00017767510871635753 0.00747153488919139 0.0016846025246195497 0.00052132029668428015 0.00899649551138282 0.00096484774257987748 0.024810968898236755
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 6 7 -6 -7 10 -5
right_child=3 2 -4 9 5 8 -8 -9 -10 -11 -12
leaf_value=0.00031410363628801678 -0.0035587264379422358 0.0022145196540593322 -0.0031568671264558539 -0.0015499612133015855 -0.0012055408870427784 -0.0033465980988690532 -0.0038126407910506976 0.0035819484942150796 0.00033110397628139906 3.8327968935281328e-05 0.00191955704096423
leaf_weight=4015.2747663259506 79.818783044815063 44.153734445571899 151.33205080032349 1319.421487569809 118.1403397321701 140.21720695495605 45.792509436607361 440.60090160369873 671.13069355487823 2355.212301492691 178.90510475635529
leaf_count=2217 48 18 99 633 69 78 32 172 282 1051 81
internal_value=0 0.000209287 -0.00194365 -0.000164744 0.000488137 0.000716274 0.00208623 0.00256968 -0.000304477 -0.000418152 -0.00113569
internal_weight=0 4210.76 195.486 5349.24 1495.7 1415.88 604.534 558.741 811.348 3853.54 1498.33
internal_count=4780 2334 117 2446 681 633 273 241 360 1765 714
is_linear=0
shrinkage=0.06


Tree=347
num_leaves=12
num_cat=0
split_feature=125 35 92 104 34 85 118 69 59 96 78
split_gain=0.0880397 0.317828 0.459259 0.547753 0.560203 0.439089 0.42919 0.536407 0.503443 0.641295 0.651881
threshold=0.0098710241727530974 0.002945306478068233 0.0072436286136507997 0.0042751494329422721 0.0060143163427710542 0.0016331639490090313 0.00085274505545385193 0.00017767510871635753 0.00099512818269431613 0.0070226341485977182 0.023343417793512348
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 -3 -8 10 -10
right_child=1 6 -4 4 -6 -7 8 -9 9 -11 -12
leaf_value=8.2713212695588307e-05 0.0017762908272056965 -0.0019681118034139394 -0.0019241272540725706 -0.0065615710471590384 0.0019286782921182715 0.0070088675907598987 0.00087367000716628937 0.005037612009497699 -0.0052306772945576105 0.00073192625957641823 -0.0006651842235672271
leaf_weight=7924.6621001958847 232.76901876926422 72.347830295562744 170.23324835300446 49.853681802749634 63.757264137268066 76.775343775749207 228.94195711612701 86.251412630081177 301.07626676559448 173.49020826816559 179.84154760837555
leaf_count=3952 108 37 102 35 27 22 107 29 195 77 89
internal_value=0 -0.000400819 0.000707584 0.00176631 -0.00179693 0.00307411 -0.00103205 0.00184183 -0.00154804 -0.00239526 -0.00352339
internal_weight=0 1635.34 593.389 423.155 113.611 309.544 1041.95 158.599 883.35 654.408 480.918
internal_count=4780 828 294 192 62 130 534 66 468 361 284
is_linear=0
shrinkage=0.06


Tree=348
num_leaves=12
num_cat=0
split_feature=6 138 122 14 146 75 3 71 28 109 20
split_gain=0.0976451 0.206843 0.509824 0.53573 0.633533 0.553727 0.484684 0.376524 0.367607 0.479975 0.383517
threshold=0.00055427959887310873 0.0079489401541650313 0.00090704852482303988 0.0019672545604407792 0.0010263677686452868 0.013860232196748258 0.0020932231564074759 0.0092791137285530585 0.00075379351619631063 0.0013146653072908523 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6 -5 10 -10
right_child=-2 2 -4 8 5 -7 -8 -9 9 -11 -12
leaf_value=4.4763679315608354e-05 0.00064865572567282331 0.00071811587157696627 0.0012610541720938359 0.003108210661478962 0.001436634876680937 -0.011487043194988359 -0.008567126980974088 -0.005285076843035569 -0.008418035814808501 0.00029300754807515646 -7.5702602653463958e-05
leaf_weight=7839.1032596826553 768.31377947330475 85.60002064704895 279.76243185997009 88.958860874176025 63.289042711257935 42.850950479507446 54.566246151924133 57.039583683013916 50.50507378578186 197.33808088302612 32.672549486160278
leaf_count=4024 341 34 108 31 23 28 33 33 30 80 15
internal_value=0 -5.66866e-05 -0.000891553 -0.00178662 -0.00365514 -0.00537435 -0.00387668 -0.00174967 -0.000252528 -0.00131831 -0.00514113
internal_weight=0 8791.69 952.583 672.82 303.346 217.746 174.895 120.329 369.475 280.516 83.1776
internal_count=4780 4439 415 307 151 117 89 56 156 125 45
is_linear=0
shrinkage=0.06


Tree=349
num_leaves=12
num_cat=0
split_feature=141 11 71 5 82 143 23 131 86 93 67
split_gain=0.0877055 0.368931 0.321793 0.232484 0.436135 0.410523 0.276827 0.261452 0.22915 0.320389 0.296176
threshold=0.016668972559273246 0.011880517937242987 0.025578102096915249 0.010829726699739696 0.0049928687512874612 0.0034400182776153092 0.011169348377734424 0.0053125319536775359 0.00060774214216507982 0.00017767510871635753 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 -3 -1 7 6 -6 -5 10 -10 -2
right_child=1 2 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=2.3328947175227269e-05 0.0016973226327468758 -0.0052442744853589164 0.0019051857786889688 -0.0022593036686416089 0.00055961817486180256 -0.0022054139178663205 0.005638885619856703 -0.0074263850296205783 -0.0010092644261437383 0.0035535963816208586 -0.0010900427618209013
leaf_weight=8049.031308889389 264.60700571537018 67.869376659393311 34.026273608207703 193.94889056682587 135.08736133575439 148.15638113021851 54.098024725914001 43.085061192512512 75.289389252662659 209.70476853847504 285.09603810310364
leaf_count=3958 137 41 16 125 87 93 29 30 41 80 143
internal_value=0 0.000551442 -0.00285684 -5.98924e-05 -0.00122612 0.00015979 0.00201205 -0.00319851 0.000967507 0.00234819 0.000251693
internal_weight=0 936.593 101.896 8623.41 574.376 337.342 189.185 237.034 834.697 284.994 549.703
internal_count=4780 458 57 4322 364 209 116 155 401 121 280
is_linear=0
shrinkage=0.06


Tree=350
num_leaves=12
num_cat=0
split_feature=60 105 93 54 55 20 124 17 88 118 19
split_gain=0.0853043 0.202286 0.340919 0.174424 0.325579 0.384982 0.223192 0.201301 0.13091 0.116313 0.385681
threshold=0.025578102096915249 0.007706565549597145 0.0038949446752667431 0.0053125319536775359 0.00037263428384903824 0.00055427959887310873 0.002945306478068233 0.0021592099219560628 0.0012745757703669371 0.00037263428384903824 0.011880517937242987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 4 5 7 -7 -2 -5 -1 -11
right_child=1 2 -4 8 -6 6 -8 -9 -10 10 -12
leaf_value=-0.00021380469487181225 -0.0018806960536682129 -0.0076689718888706864 0.00048103832221878598 0.0035408603610801105 0.0023954634219619346 -0.0028951358354621093 -0.0088338109562251764 0.0037582367872705711 -0.00036722382419139034 0.00047704432650947889 -0.0008010188433403675
leaf_weight=3783.7467613220215 57.273694396018982 37.670164704322815 36.265500426292419 62.637650728225708 70.057663321495056 65.396039128303528 34.962716460227966 37.85333526134491 60.815705180168152 4250.8520436286926 1062.4686051607132
leaf_count=1940 35 26 14 28 28 41 24 17 23 2106 498
internal_value=0 -0.00079451 -0.00367139 -0.00024771 -0.001114 -0.00237172 -0.00496404 0.000363171 0.00161566 4.04311e-05 0.000221479
internal_weight=0 462.932 73.9357 388.997 265.543 195.486 100.359 95.127 123.453 9097.07 5313.32
internal_count=4780 236 40 196 145 117 65 52 51 4544 2604
is_linear=0
shrinkage=0.06


Tree=351
num_leaves=12
num_cat=0
split_feature=4 105 101 87 46 83 45 39 54 124 61
split_gain=0.0897922 0.432669 0.76339 0.453631 0.590282 0.494481 0.422589 0.410459 0.350598 0.434846 0.31207
threshold=0.00017767510871635753 0.0036604277556762104 0.0014881226234138014 0.0030382014811038975 0.01884530205279589 0.0063990866765379914 0.0058306583669036635 0.0021592099219560628 0.011880517937242987 0.08153740689158441 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 8 5 -5 7 -3 -1 10 -10
right_child=-2 2 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=0.0001424601337629986 0.00011193286078262732 -0.0029283907543967199 -0.0054957150950281615 -0.00043857683078856461 -0.0034011163845787114 0.0053901776082573901 -0.0044205226448222187 0.0028283226772980929 -0.0035076102834428113 0.0047512533041518326 0.00020502590286822583
leaf_weight=1441.4398291110992 6975.3665696382523 63.574093580245972 149.92738652229309 77.29450535774231 54.566246151924133 162.66041529178619 64.927817702293396 149.30634462833405 271.06022536754608 33.323941469192505 116.55250489711761
leaf_count=714 3470 36 87 37 33 69 37 50 171 10 66
internal_value=0 -0.000302083 -0.00204532 4.36199e-05 0.0022317 0.00351261 -0.000183213 0.00110915 -0.000302409 -0.0018258 -0.00239125
internal_weight=0 2584.63 427.736 2156.9 294.521 239.955 277.808 212.88 1862.38 420.937 387.613
internal_count=4780 1310 210 1100 139 106 123 86 961 247 237
is_linear=0
shrinkage=0.06


Tree=352
num_leaves=12
num_cat=0
split_feature=7 58 12 142 122 95 62 51 109 89 8
split_gain=0.0831247 0.301884 0.441999 0.493755 0.281905 0.385939 0.587915 0.386313 0.605192 0.549942 0.47299
threshold=0.00055427959887310873 0.021960759535431865 0.00087947337306104611 0.00073092587990686308 0.00075379351619631063 0.00077738583786413084 0.0031340263085439806 0.0026012937305495147 0.02129978779703379 0.00062670491752214741 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 -6 7 8 -7 -9 -11
right_child=1 2 3 -5 5 6 -8 9 -10 10 -12
leaf_value=0.00023820501470289446 0.00020038019390567364 0.0016488138295536108 0.0018563847124462131 -0.0051666268947706123 0.00067129095771167955 5.6185931253256324e-05 0.0025343532053344678 -0.0058934288040291783 -0.0074549369330983309 -0.0056827729416415833 -5.9290099529973628e-05
leaf_weight=3398.8631393909454 4414.0814906358719 83.177623271942139 46.861182689666748 156.04461514949799 462.67776882648468 390.90004026889801 118.92396211624146 169.34774565696716 42.850950479507446 73.284273147583008 202.98708808422089
leaf_count=2001 1958 45 20 97 181 170 44 105 28 45 86
internal_value=0 -0.000131409 -0.00203468 -0.00354466 -3.87296e-05 -0.00076116 -0.00142506 -0.00196052 -0.00068585 -0.00320124 -0.00155099
internal_weight=0 6161.14 286.083 202.906 5875.05 1460.97 998.294 879.37 433.751 445.619 276.271
internal_count=4780 2779 162 117 2617 659 478 434 198 236 131
is_linear=0
shrinkage=0.06


Tree=353
num_leaves=12
num_cat=0
split_feature=94 129 45 114 51 144 106 33 45 45 77
split_gain=0.0889194 0.369271 0.399394 0.31464 0.305121 0.315466 0.314865 0.297084 0.252426 0.337659 0.458921
threshold=0.0084566329605877417 0.0092791137285530585 0.00747153488919139 0.017188700847327713 0.016164712607860569 0.0020292587578296666 0.011519505176693203 0.0041444667149335155 0.00082683752407319855 0.0031340263085439806 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 4 8 6 -6 -3 -2 10 -10
right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-8.6458083673534238e-05 0.0024859529626270571 -0.0018333685203417401 0.0033713704741906462 0.0049317307359075871 -0.0017738711532472025 -0.0049979029561965493 0.0044066364233730764 -0.0077463152352307482 -0.0036906445353252063 0.0012985796006916824 0.00073285039151991236
leaf_weight=7815.3160872459412 281.86942827701569 148.05450081825256 42.800010323524475 61.467097163200378 103.01526367664337 66.047431111335754 41.680396914482117 38.555667400360107 140.68542838096619 609.34819543361664 211.1603729724884
leaf_count=3937 126 71 17 18 56 36 18 23 82 293 103
internal_value=0 0.000387289 -0.0018561 0.000726935 0.000549156 -0.00156192 6.45873e-06 -0.00305505 0.000907058 0.000444048 -0.00103588
internal_weight=0 1744.68 229.41 1515.27 1453.81 210.743 144.696 186.61 1243.06 961.194 351.846
internal_count=4780 843 111 732 714 110 74 94 604 478 185
is_linear=0
shrinkage=0.06


Tree=354
num_leaves=12
num_cat=0
split_feature=13 123 144 46 2 0 43 52 73 107 98
split_gain=0.0853799 0.135945 0.127061 0.467281 0.580893 0.327759 0.341296 0.427727 0.124982 0.279833 0.228835
threshold=0.015441739000380041 0.021960759535431865 0.034632634371519096 0.015200819820165636 0.00099512818269431613 0.015675474889576439 0.00055427959887310873 0.0011615398107096555 0.055838862434029586 0.0012357163941487672 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 7 -4 -1 -10 -11
right_child=-2 -3 3 -5 -6 -7 -8 -9 9 10 -12
leaf_value=-2.7559471874898967e-06 0.0020317350351317385 -0.0026961785850728318 -0.0073606254000130392 0.00277190195427086 0.0027835065195870004 0.00060692285599424746 -0.0088974747003090302 0.00026618384047179331 0.002132637575023676 0.00041607982901275875 -0.0048224594682341332
leaf_weight=8628.6593438386917 73.884724974632263 67.635265946388245 47.563514828681946 85.131799221038818 61.93531858921051 46.627071976661682 55.919970273971558 59.696091771125793 286.48011231422424 104.31804764270782 42.148618340492249
leaf_count=4388 29 39 26 30 22 18 34 24 102 46 22
internal_value=0 -1.58246e-05 3.42333e-06 -0.00110706 -0.00232227 -0.0038295 -0.00509717 -0.00311587 4.71575e-05 0.00104194 -0.00109141
internal_weight=0 9486.12 9418.48 356.874 271.742 209.807 163.18 107.26 9061.61 432.947 146.467
internal_count=4780 4751 4712 154 124 102 84 50 4558 170 68
is_linear=0
shrinkage=0.06


Tree=355
num_leaves=12
num_cat=0
split_feature=11 91 70 140 33 124 122 147 95 123 33
split_gain=0.0906321 0.254954 0.421296 0.330965 0.303176 0.461552 0.333597 0.445296 0.337254 0.491712 0.455668
threshold=0.00070876078098081063 0.0079489401541650313 0.034632634371519096 0.00090704852482303988 0.0070226341485977182 0.08153740689158441 0.00090704852482303988 0.0092791137285530585 0.0021592099219560628 0.0022272822679951791 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 9 10 -9
right_child=-2 -3 -4 4 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00072116011520169702 0.00010541238290876829 -0.0030428761303844536 0.0041466019657113501 -0.00090229107460004765 0.0019542664386285567 0.0049343131927490147 0.0015498973572049613 -0.001434632411091199 -0.0002054266253277644 -0.010048173449473475 -0.0076278195303058653
leaf_weight=711.84429752826691 7211.9420599937439 117.90622901916504 78.180008053779602 806.88027691841125 125.74352288246155 43.685513019561768 129.33647382259369 141.28588020801544 83.594904541969299 48.265846967697144 61.334866762161255
leaf_count=334 3526 67 34 512 60 14 59 66 38 32 38
internal_value=0 -0.000323769 -0.000180012 -0.000337196 -0.000860333 -0.0011296 -0.00133807 -0.00166533 -0.00350603 -0.00460578 -0.00330936
internal_weight=0 2348.06 2230.15 2151.97 1440.13 1314.38 1270.7 1141.36 334.481 250.887 202.621
internal_count=4780 1254 1187 1153 819 759 745 686 174 136 104
is_linear=0
shrinkage=0.06


Tree=356
num_leaves=12
num_cat=0
split_feature=58 141 117 142 140 3 29 27 96 133 79
split_gain=0.084608 0.302671 0.383652 0.480443 0.382186 0.331534 0.366949 0.275651 0.270603 0.61092 0.400717
threshold=0.0013560238294303419 0.0066005610860884198 0.00747153488919139 0.0017376682371832433 0.0015833032084628942 0.0037758676335215573 0.011519505176693203 0.00090704852482303988 0.0026833302108570938 0.0087224207818508166 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 -4 6 -5 -6 9 -1 -10
right_child=-2 2 4 5 7 -7 -8 -9 10 -11 -12
leaf_value=-4.5182795993561824e-05 0.00012293354212975418 -0.00392136064360983 7.9765836663607298e-05 -0.0025689304927933895 -0.0025278053609316909 0.0036891533004870113 0.0028547594218551755 -0.0086353617097400092 -0.00034550999629156978 -0.00392960866766137 0.0022663702066488605
leaf_weight=1503.2732673883438 6484.2811843156815 108.24698960781097 55.869030117988586 126.44585502147675 46.443901419639587 94.139646649360657 69.640382051467896 62.271309614181519 445.23217570781708 161.40857148170471 402.74756634235382
leaf_count=714 3321 69 23 66 27 33 35 46 201 90 155
internal_value=0 -0.000259171 -0.00151651 -0.000509957 -0.00395348 0.000762411 -0.000642697 -0.00602617 2.25849e-05 -0.000421819 0.000895001
internal_weight=0 3075.72 563.057 398.473 164.584 290.226 196.086 108.715 2512.66 1664.68 847.98
internal_count=4780 1459 299 203 96 134 101 73 1160 804 356
is_linear=0
shrinkage=0.06


Tree=357
num_leaves=12
num_cat=0
split_feature=141 18 32 77 125 5 113 24 31 79 50
split_gain=0.0821895 0.295783 0.257499 0.319638 0.333513 0.431705 0.269888 0.258673 0.26231 0.304369 0.277357
threshold=0.016668972559273246 0.0021592099219560628 0.00087947337306104611 0.0046923852059990176 0.0056525857653468856 0.0037758676335215573 0.00093549740267917525 0.011519505176693203 0.0038949446752667431 0.00043393640953581786 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 5 -5 -6 8 9 -2 -11
right_child=1 -3 3 4 6 -7 -8 -9 -10 10 -12
leaf_value=-5.7978430576423609e-05 0.0023220766188080041 -0.0021002688812465742 0.0029566114150650605 -0.006564844336552478 0.0042010915891834751 0.0014654618541465514 -0.0017630589813699309 0.0032807522061537274 -0.0063020304577862283 0.00012466886838176329 -0.0059177659178111979
leaf_weight=8623.4070278406143 77.996837496757507 131.86075150966644 314.72514832019806 49.619571089744568 76.826283931732178 46.861182689666748 42.382729053497314 52.041968464851379 33.608992338180542 61.283926606178284 49.385460376739502
leaf_count=4322 43 70 132 33 33 20 24 22 23 27 31
internal_value=0 0.00053382 0.000965433 0.00173728 -4.19143e-05 -0.00266448 0.00208064 -0.000526999 -0.00141852 -0.000548571 -0.00257173
internal_weight=0 936.593 804.732 530.415 215.69 96.4808 119.209 274.317 222.275 188.666 110.669
internal_count=4780 458 388 242 110 53 57 146 124 101 58
is_linear=0
shrinkage=0.06


Tree=358
num_leaves=12
num_cat=0
split_feature=81 0 115 116 125 93 104 12 99 95 102
split_gain=0.0827239 0.348153 0.74737 0.303035 0.415486 0.518428 0.439947 0.301598 0.417328 0.388693 0.35864
threshold=0.013860232196748258 0.0020932231564074759 0.04273676127195359 0.0044099434744566688 0.0041444667149335155 0.0058306583669036635 0.0018488886416889729 0.0016846025246195497 0.0022272822679951791 0.00039601318712811922 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 9 -5 -10
right_child=1 2 -4 7 5 -7 -8 -9 10 -11 -12
leaf_value=7.1487912135132387e-05 -0.0044118921607420435 0.0023667844597378947 -0.0069141109274945831 0.0027477637923857363 -0.0020102968493330596 -0.0051311998310438782 0.0041697472751104437 -0.0021320823776660031 -0.00015034454893190683 -0.0041892223463851023 0.0053218351944061852
leaf_weight=8212.6693471670151 74.872107982635498 358.87888276576996 57.039583683013916 42.565899610519409 85.885071516036987 71.696438312530518 80.185124158859253 311.65135896205902 90.129414439201355 91.768189430236816 82.658461689949036
leaf_count=4141 48 150 33 15 47 42 30 148 41 55 30
internal_value=0 -0.000435755 -0.000201798 0.000113211 0.00107802 -0.000867201 0.000973668 -0.000817098 0.00051728 -0.00199113 0.00246744
internal_weight=0 1347.33 1272.46 1215.42 596.646 237.767 166.07 618.773 307.122 134.334 172.788
internal_count=4780 639 591 558 269 119 77 289 141 70 71
is_linear=0
shrinkage=0.06


Tree=359
num_leaves=12
num_cat=0
split_feature=28 52 101 14 36 106 116 69 71 71 71
split_gain=0.0824975 0.268033 0.620841 0.343594 0.663282 0.473791 0.458379 0.348596 0.52323 0.627365 0.540086
threshold=0.0013986918493174019 0.0037758676335215573 0.0087224207818508166 0.00082683752407319855 0.00017767510871635753 0.0013986918493174019 0.0049928687512874612 0.0014881226234138014 0.00017767510871635753 0.0013560238294303419 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 7 -2 8 -5 -10 -11
right_child=1 2 -4 5 -6 -7 -8 -9 9 10 -12
leaf_value=-0.00013890164348305992 0.0027695714436393572 -0.00078575656713668828 0.0019638242193649805 0.002521194687573839 -0.0080584332495148726 0.0018976291804741793 -0.0039006496128483753 0.0027087241782900364 -0.0061658775096364712 0.0033429066578589722 -0.0024925605838321293
leaf_weight=5897.3967872858047 98.434929728507996 1558.9287768602371 364.81294083595276 115.56512188911438 44.204674601554871 949.77351200580597 59.512921214103699 113.92634689807892 99.656423449516296 85.365909934043884 172.4215350151062
leaf_count=3072 38 788 169 47 29 391 33 33 59 32 89
internal_value=0 0.000223655 -0.000264334 0.000763527 -0.00156187 0.00106943 0.000256309 -0.00027075 -0.00098837 -0.00212305 -0.000560155
internal_weight=0 3662.6 1923.74 1738.86 202.153 1536.71 157.948 586.935 473.009 357.444 257.787
internal_count=4780 1708 957 751 100 651 71 260 227 180 121
is_linear=0
shrinkage=0.06


Tree=360
num_leaves=12
num_cat=0
split_feature=145 40 81 109 52 98 145 37 62 109 138
split_gain=0.084885 0.314413 0.410394 0.354562 0.567394 0.343176 0.496315 0.532731 0.442701 0.624546 0.361555
threshold=0.00093549740267917525 0.00060774214216507982 0.0013146653072908523 0.0021592099219560628 0.00047558375808876013 0.02636832278221846 0.00080172589514404546 0.00099512818269431613 0.0023699469165876512 0.0066005610860884198 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 8 -4 -10 -9
right_child=-2 2 5 4 -6 -7 -8 10 9 -11 -12
leaf_value=-0.0012648813130647979 -0.00011892678902057437 -0.0028371956804729148 0.0019288928999114043 0.0060035660815693295 -0.002044399848159783 -0.0017552735401480017 0.0032446543583646513 0.00016204020460979361 0.0027177037718313607 -0.0066425269590123159 -0.0030084386537819561
leaf_weight=413.38442873954773 6627.5212404727936 222.09204626083374 912.10334730148315 51.573747038841248 81.172507166862488 170.23324835300446 313.0863733291626 489.85413157939911 48.632188081741333 54.332135438919067 176.01448595523834
leaf_count=267 3372 133 365 18 49 102 118 223 14 31 88
internal_value=0 0.000268779 0.000520454 -0.00137088 0.00108235 0.000830546 0.0010513 0.000642774 0.00150789 -0.0022215 -0.000676038
internal_weight=0 2932.48 2519.09 354.838 132.746 2164.26 1994.02 1680.94 1015.07 102.964 665.869
internal_count=4780 1408 1141 200 67 941 839 721 410 45 311
is_linear=0
shrinkage=0.06


Tree=361
num_leaves=12
num_cat=0
split_feature=7 122 40 128 58 70 54 81 73 89 104
split_gain=0.0848849 0.413684 0.362247 0.303644 0.273535 0.321303 0.553877 0.287157 0.333898 0.407933 0.337558
threshold=0.00055427959887310873 0.0037758676335215573 0.0036604277556762104 0.0012745757703669371 0.021960759535431865 0.0010918468469753864 0.0017376682371832433 0.0013146653072908523 0.00050559637020342063 0.00899649551138282 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 6 -6 8 -2 10 -10
right_child=4 2 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=9.2062700649700517e-05 -0.0057327371069438721 -0.001532407189929672 0.0073997187123495262 0.0047327864233581941 0.004321842974439453 -0.0038877893701653151 -0.0033118235525894982 9.6765340340854619e-05 -0.0053894129066364219 0.0034127854791475053 -0.00081725988660346271
leaf_weight=3235.6835625171661 55.268578290939331 61.803088188171387 50.688244342803955 50.688244342803955 62.403540015220642 147.92227041721344 75.757610678672791 5276.0666953325272 67.869376659393311 70.709055304527283 405.13961362838745
leaf_count=1917 39 42 21 21 26 91 45 2328 41 23 186
internal_value=0 0.000240714 0.00318831 0.00129067 -0.000132793 -0.0019445 0.000136091 -4.45724e-05 -0.00128952 -0.000837871 -0.00147329
internal_weight=0 3398.86 163.18 112.491 6161.14 286.083 138.161 5875.05 598.987 543.718 473.009
internal_count=4780 2001 84 63 2779 162 71 2617 289 250 227
is_linear=0
shrinkage=0.06


Tree=362
num_leaves=12
num_cat=0
split_feature=81 46 27 101 110 60 125 3 68 39 68
split_gain=0.0902783 0.22855 0.290129 0.272256 0.255461 0.202343 0.119684 0.309824 0.208906 0.460877 0.415396
threshold=0.00017767510871635753 0.0033348383149132137 0.0013560238294303419 0.00017767510871635753 0.00039601318712811922 0.0011261500185355546 0.00017767510871635753 0.032603342086076743 0.0051502294372767219 0.0056525857653468856 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3 7 -2 -8 -10 -11
right_child=6 5 -4 4 -6 -7 8 -9 9 10 -12
leaf_value=-0.00052962862215233462 -0.00071656884914171842 -0.0031200190322148678 0.0056098631857979886 0.0066608534007248444 0.00027275786211125824 0.0019622635200496293 -0.00017391191784147661 0.0044832891854147848 0.00093505549805327685 -0.0050182458952971482 -0.00034500148369972421
leaf_weight=174.76264214515686 1335.3410160541534 80.989336609840393 55.869030117988586 45.975679993629456 44.204674601554871 43.268231749534607 5088.6327946186066 42.565899610519409 1997.3619818687439 77.762726783752441 573.26586556434631
leaf_count=109 769 58 23 23 29 21 2396 15 1026 41 270
internal_value=0 0.000834405 0.00168059 0.000852014 0.00352953 -0.0013503 -4.07428e-05 -0.000555936 5.10093e-05 0.000483174 -0.000903202
internal_weight=0 445.07 320.812 264.943 90.1804 124.258 9114.93 1377.91 7737.02 2648.39 651.029
internal_count=4780 263 184 161 52 79 4517 784 3733 1337 311
is_linear=0
shrinkage=0.06


Tree=363
num_leaves=12
num_cat=0
split_feature=90 144 55 71 71 65 69 86 105 126 23
split_gain=0.0891622 0.226059 0.329829 0.325771 0.308508 0.282742 0.285174 0.294421 0.285301 0.23358 0.224439
threshold=0.00060774214216507982 0.00070876078098081063 0.000490355829242617 0.045367386192083366 0.0022975050378590827 0.011169348377734424 0.0045489775948226461 0.0020932231564074759 0.0022272822679951791 0.00017767510871635753 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 4 -2 6 7 8 -4 -3 -11
right_child=1 2 5 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=6.2927463468271982e-05 0.0030633736168666744 0.0009116620218019495 0.00027897326368358518 0.0050205306710965755 -0.001237050992503655 0.0044335904048392371 0.0028416415733940759 -0.00563690339759152 -0.004195576352329586 -0.0088273745408868603 -0.0031487272152586551
leaf_weight=8551.4558887481689 82.241180419921875 39.207059383392334 226.93684101104736 52.978411316871643 222.61120784282684 41.212175488471985 65.762380242347717 51.858797907829285 66.28154182434082 31.135654807090759 128.31874072551727
leaf_count=4225 37 18 111 30 148 14 23 31 38 23 82
internal_value=0 -0.000533563 -0.00119969 0.000677789 -7.69092e-05 -0.000304195 -0.000779452 -0.00146953 -0.000732491 -0.00323738 -0.00425756
internal_weight=0 1008.54 650.713 357.831 304.852 452.052 410.84 345.077 293.218 198.661 159.454
internal_count=4780 555 340 215 185 217 203 180 149 123 105
is_linear=0
shrinkage=0.06


Tree=364
num_leaves=12
num_cat=0
split_feature=49 128 96 16 17 16 11 56 77 148 68
split_gain=0.0864122 0.0917499 0.321415 0.289788 0.371184 0.389155 0.371043 0.587777 0.356586 0.493052 0.456731
threshold=0.041476719081401832 0.0048403022810816774 0.013860232196748258 0.0030382014811038975 0.040252277627587325 0.0010918468469753864 0.0019071503775194289 0.00080172589514404546 0.007706565549597145 0.0034400182776153092 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 7 -7 -3 -10 -11
right_child=-2 2 -4 -5 -6 6 -8 -9 9 10 -12
leaf_value=8.7616020448472799e-05 0.0019701041011975051 -0.0011385412776250086 -0.0052066001401056862 0.0021289784203479606 0.0042259194290322948 -0.0020106920470456349 -0.00032352119965377226 -0.011195971605543604 -0.0012100392832934373 -0.00038776293091625792 0.0031959556193457508
leaf_weight=7230.1723455190659 79.482792019844055 903.35020065307617 48.031736254692078 170.73181986808777 59.461981058120728 65.579209685325623 92.368641257286072 40.611723661422729 342.36973249912262 218.34627485275269 309.49342238903046
leaf_count=3724 24 417 30 64 22 32 39 30 178 101 119
internal_value=0 -1.6517e-05 -0.000351088 -0.000245191 -0.000444713 -0.000585539 -0.00310451 -0.00552352 -0.000303526 0.000563289 0.00171351
internal_weight=0 9480.52 2250.34 2202.31 2031.58 1972.12 198.56 106.191 1773.56 870.209 527.84
internal_count=4780 4756 1032 1002 938 916 101 62 815 398 220
is_linear=0
shrinkage=0.06


Tree=365
num_leaves=12
num_cat=0
split_feature=35 143 134 52 34 38 15 36 143 93 142
split_gain=0.0806619 0.305806 0.37411 0.535302 0.502873 0.459973 0.515221 0.436837 0.371199 0.348396 0.338802
threshold=0.0033348383149132137 0.014740333426743748 0.00093549740267917525 0.002945306478068233 0.0012745757703669371 0.00017767510871635753 0.0032328735105693345 0.00047558375808876013 0.0079489401541650313 0.0011261500185355546 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 9 6 8 -8 -6 -5 -2
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11 -12
leaf_value=0.00015992910980204837 8.8936970460761709e-05 0.00084981156378228942 0.0023382556201004853 0.0026081030658864517 -0.0072874443179587901 -0.0036089293004422634 -0.0029996520284363681 0.0016960092906825222 0.00043019529068241268 -0.0034448195470129844 -0.0037813121916130182
leaf_weight=5189.8477728366852 2217.5703123807907 825.90287482738495 167.1898090839386 142.17138290405273 65.86426055431366 452.95782923698425 103.01526367664337 231.83257591724396 34.026273608207703 45.090177297592163 84.531347393989563
leaf_count=2743 995 347 76 63 45 267 56 100 16 26 46
internal_value=0 -0.000189927 -0.000432213 -0.000569372 -0.00167484 -0.00227089 -0.000876766 0.000251399 -0.00465854 0.00115064 -5.31755e-05
internal_weight=0 4370.15 3544.25 3377.06 1074.96 887.696 434.738 334.848 99.8905 187.262 2302.1
internal_count=4780 2037 1690 1614 573 484 217 156 61 89 1041
is_linear=0
shrinkage=0.06


Tree=366
num_leaves=12
num_cat=0
split_feature=82 83 25 1 117 31 95 138 94 36 96
split_gain=0.0810646 0.420409 0.492445 0.470624 0.466231 0.432526 0.57559 0.642746 0.434442 0.424947 0.405586
threshold=0.00073092587990686308 0.010180860292166473 0.0026833302108570938 0.0005375427135732026 0.00062670491752214741 0.00017767510871635753 0.00057154725072905432 0.00052132029668428015 0.012252715881913902 0.001792412775103003 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 -1 -4 6 8 -8 -5 -6 -3
right_child=-2 2 4 5 9 -7 7 -9 -10 -11 -12
leaf_value=0.00019884767242548109 0.00014287458578767767 -0.00092007510739122939 -0.0032483652124698759 -0.0018566264577672452 0.0032745801743335485 -0.00049483757159144326 -0.0016129600513716991 -0.0071916062449121857 0.0044224705485603789 -0.00064796556114528206 0.0025194514704513101
leaf_weight=1075.5376249551773 5728.9952445030212 737.21930480003357 58.39330780506134 218.86543643474579 437.29300153255463 680.05725073814392 141.10270965099335 157.16422855854034 48.449017524719238 128.68508183956146 148.23767137527466
leaf_count=504 2880 424 34 116 186 316 75 96 23 64 62
internal_value=0 -0.000213659 0.00056567 -0.00072058 0.00185608 -0.00151445 -0.00274044 -0.00455249 -0.000718581 0.00238272 -0.000344251
internal_weight=0 3831 1509.83 2321.18 624.371 1245.64 565.581 298.267 267.314 565.978 885.457
internal_count=4780 1900 770 1130 284 626 310 171 139 250 486
is_linear=0
shrinkage=0.06


Tree=367
num_leaves=12
num_cat=0
split_feature=145 131 145 12 27 147 140 70 91 19 115
split_gain=0.0820955 0.32967 0.359361 0.425129 0.390855 0.35794 0.317871 0.317409 0.28329 0.517786 0.833819
threshold=0.00093549740267917525 0.0045489775948226461 0.00066645268816500913 0.00062670491752214741 0.0060143163427710542 0.0045489775948226461 0.0060143163427710542 0.0068083447404205808 0.0025217677466571335 0.011880517937242987 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 6 5 -5 -3 -4 -1 -10 -11
right_child=-2 2 7 4 -6 -7 -8 -9 9 10 -12
leaf_value=-0.00063564129672351809 -0.00011695637667632943 -9.4066264621909228e-05 0.0041251076587102628 0.0052151405853693954 -0.0030027138744626956 0.00084352230778124546 -0.0064688088576179536 -0.00068833776107057193 0.0019158407054616692 -0.002963176086329746 0.0056186052416941608
leaf_weight=1375.9321496486664 6627.5212404727936 65.110988259315491 217.77617311477661 96.612984180450439 63.10587215423584 223.19106960296631 49.619571089744568 63.757264137268066 510.8113853931427 216.34115874767303 50.220022916793823
leaf_count=746 3372 28 75 33 32 79 33 27 233 105 17
internal_value=0 0.000264326 0.0013219 0.000352712 0.00131265 0.00216419 -0.00285106 0.00303503 -0.000118356 0.000797227 -0.00134637
internal_weight=0 2932.48 779.174 497.64 382.91 319.804 114.731 281.533 2153.3 777.373 266.561
internal_count=4780 1408 307 205 144 112 61 102 1101 355 122
is_linear=0
shrinkage=0.06


Tree=368
num_leaves=12
num_cat=0
split_feature=81 84 108 47 36 72 78 118 77 91 38
split_gain=0.0795149 0.147337 0.19081 0.19198 0.222426 0.196928 0.115158 0.100839 0.370449 0.36153 0.394876
threshold=0.00017767510871635753 0.0015349716995842757 0.017724351026117805 0.00017767510871635753 0.00017767510871635753 0.00244467705488205 0.00068727668258361529 0.00037263428384903824 0.0011261500185355546 0.0020292587578296666 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 -2 9 10 -9
right_child=7 -3 -4 5 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00052693577953195566 -0.00028315298777881366 -0.0019767856129279606 0.0041869533387407509 -0.00023821643385461914 0.0067274733487975823 0.0033405365385852305 -0.0036018986311305628 -0.00096418042077220259 -0.00010237659676308449 0.0022862325850865114 0.0034629084114032333
leaf_weight=51.624687194824219 3637.0763347148895 60.215253353118896 64.69370698928833 140.08497655391693 34.911776304244995 43.919623732566833 49.619571089744568 352.83318436145782 4522.6753013134003 511.04549610614777 91.299968004226685
leaf_count=29 1828 39 35 98 13 16 33 204 2199 235 51
internal_value=0 0.000783086 0.0012149 0.00061435 0.00302845 -0.000279852 -0.00111803 -3.8237e-05 0.000124377 0.00119803 -5.41086e-05
internal_weight=0 445.07 384.854 320.161 86.5365 233.624 189.705 9114.93 5477.85 955.179 444.133
internal_count=4780 263 224 189 42 147 131 4517 2689 490 255
is_linear=0
shrinkage=0.06


Tree=369
num_leaves=12
num_cat=0
split_feature=94 104 45 39 14 63 28 46 8 23 12
split_gain=0.0797142 0.301334 0.420706 0.380014 0.37333 0.317736 0.455886 0.286419 0.316535 0.269129 0.292675
threshold=0.0084566329605877417 0.0021592099219560628 0.00082683752407319855 0.0016846025246195497 0.0019672545604407792 0.0027679565828293566 0.0015833032084628942 0.015200819820165636 0.00747153488919139 0.0031340263085439806 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 -3 -5 -9 10 -6
right_child=1 3 -4 7 9 -7 -8 8 -10 -11 -12
leaf_value=-8.1860678330402881e-05 0.0047507301982745243 -0.0028715589275943145 -0.0013313488375938588 0.0026613574630325195 0.00018644977905329718 -0.0055236857820533235 0.0033512430504984343 -0.0039426692362241359 0.002949917674403058 0.0020170324576116532 -0.0057418869046782376
leaf_weight=7815.3160872459412 84.480407238006592 84.582287549972534 594.37593984603882 471.91972696781158 95.310200214385986 43.085061192512512 84.948628664016724 54.566246151924133 42.800010323524475 144.87883114814758 43.736453175544739
leaf_count=3937 35 57 313 186 43 30 39 33 17 65 25
internal_value=0 0.000366695 -0.000343912 0.00124169 0.00124919 -0.000922733 0.000246566 0.00205005 -0.000912843 0.000207329 -0.00167828
internal_weight=0 1744.68 962.782 781.902 368.406 212.616 169.531 569.286 97.3663 283.925 139.047
internal_count=4780 843 481 362 168 126 96 236 50 133 68
is_linear=0
shrinkage=0.06


Tree=370
num_leaves=12
num_cat=0
split_feature=59 91 137 77 129 55 5 38 4 36 142
split_gain=0.0930845 0.421883 0.46817 0.452214 0.314987 0.448493 0.305908 0.32937 0.63416 0.407863 0.459737
threshold=0.0034400182776153092 0.0049928687512874612 0.0058306583669036635 0.0035485138650983576 0.00057154725072905432 0.0015349716995842757 0.010829726699739696 0.0013986918493174019 0.0049928687512874612 0.00085274505545385193 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -3 -5 -6 7 9 -9 10 -2
right_child=1 3 -4 4 5 -7 -8 8 -10 -11 -12
leaf_value=0.00018190085932888079 -0.001552011857013011 0.0016644245755904235 0.0031538149214976278 0.0013750881919197112 -0.0036803789716932135 0.0032915644823462162 -0.0030644330030847149 0.0018841204719760747 -0.0027919169028299269 -0.0019896252502661928 0.00037217391259049027
leaf_weight=4917.830514550209 704.34299468994141 749.77892303466797 121.21412909030914 130.22197651863098 175.36309397220612 40.978064775466919 177.70420110225677 444.76395428180695 136.44108545780182 737.85010671615601 1223.5108355283737
leaf_count=2511 365 320 53 56 93 12 113 197 88 366 606
internal_value=0 -0.000192702 -0.000510756 0.000835959 -0.000956403 -0.00235979 -0.000640464 -0.000507799 0.000786395 -0.000789973 -0.000330829
internal_weight=0 4642.17 3545.83 1096.34 346.563 216.341 3424.61 3246.91 581.205 2665.7 1927.85
internal_count=4780 2269 1788 481 161 105 1735 1622 285 1337 971
is_linear=0
shrinkage=0.06


Tree=371
num_leaves=12
num_cat=0
split_feature=143 81 104 82 51 103 144 131 38 129 37
split_gain=0.0855655 0.307683 0.377438 0.517594 0.550776 0.558759 0.504458 0.453305 0.38177 0.490911 0.37223
threshold=0.0070226341485977182 0.0058306583669036635 0.0010918468469753864 0.002945306478068233 0.0022975050378590827 0.001792412775103003 0.0032328735105693345 0.0011261500185355546 0.00077738583786413084 0.00093549740267917525 0.014293605927377941
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 6 -6 -2 9 -8 -3
right_child=1 10 3 -5 5 -7 8 -9 -10 -11 -12
leaf_value=0.00014765544325258745 -0.00086984664650139991 0.0004896319271105728 -0.00072146906350906137 0.00060935488604700464 -0.0026380077482173014 0.0022250991783293573 -0.0039897053640060055 0.0032398271080029133 -0.0026956767808044083 -0.012776076036308474 -0.0040799629510954935
leaf_weight=5701.8904119729996 221.8069953918457 1822.7922703027725 670.55083179473877 432.73325765132904 272.7802906036377 56.103140830993652 38.321556687355042 171.2000412940979 48.449017524719238 56.856413125991821 66.515652537345886
leaf_count=2902 120 813 351 221 154 25 21 68 23 42 40
internal_value=0 -0.00021822 -0.000743107 -0.00115799 -0.00182706 -0.00339603 -0.00415337 0.000920392 -0.00703138 -0.00923841 0.000328753
internal_weight=0 3858.11 1968.8 1575.79 1143.06 472.51 416.407 393.007 143.627 95.178 1889.31
internal_count=4780 1878 1025 837 616 265 240 188 86 63 853
is_linear=0
shrinkage=0.06


Tree=372
num_leaves=12
num_cat=0
split_feature=90 98 31 72 90 79 110 3 28 94 141
split_gain=0.0859021 0.218169 0.287121 0.175566 0.462134 0.26549 0.308038 0.280989 0.200112 0.167547 0.158719
threshold=0.00060774214216507982 0.02636832278221846 0.00017767510871635753 0.019431582652032379 0.0011980500421486797 0.010500331409275534 0.00050559637020342063 0.0053125319536775359 0.0026012937305495147 0.0014427106943912806 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 9 -8 -5 -2 -6
right_child=1 2 -4 8 10 -7 7 -9 -10 -11 -12
leaf_value=6.1766282902554022e-05 -0.0014914787457236827 0.0058195627532896263 -0.00079338661887458307 -0.00083832692687464401 -0.00082756300115669412 -0.0067782281820597126 -0.0024995779341999858 -0.0088321220230160521 0.0033308357243667132 0.0037396016324731649 0.0015844859937271987
leaf_weight=8551.4558887481689 50.739184498786926 43.268231749534607 52.092908620834351 97.549427032470703 241.22735452651978 52.327019333839417 164.86929202079773 29.781930685043335 72.062779426574707 38.972948670387268 165.65291440486908
leaf_count=4225 32 21 33 41 138 35 109 22 24 16 84
internal_value=0 -0.000523717 0.00220711 -0.00080889 -0.00120623 -0.00285057 -0.00212782 -0.00346847 0.000933016 0.000781019 0.000154453
internal_weight=0 1008.54 95.3611 913.183 743.571 336.69 284.363 194.651 169.612 89.7121 406.88
internal_count=4780 555 54 501 436 214 179 131 65 48 222
is_linear=0
shrinkage=0.06


Tree=373
num_leaves=12
num_cat=0
split_feature=117 97 85 122 97 45 144 56 140 34 63
split_gain=0.0836203 0.38125 0.458437 0.333398 0.314165 0.32868 0.223221 0.221953 0.25241 0.351493 0.294081
threshold=0.022641776129603389 0.0019071503775194289 0.011519505176693203 0.00099512818269431613 0.00073092587990686308 0.010180860292166473 0.0032328735105693345 0.0005893622583243997 0.0079489401541650313 0.00899649551138282 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 5 7 -3 8 -2 10 -10
right_child=1 3 -4 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=7.476419319400042e-05 0.00020045670063267219 -0.00015082455501658857 0.0042303723619229548 -0.0077064042357484815 0.0024025012687046246 0.0012207430476762194 -0.004959351908447796 -0.004243254374868435 -0.002575739546839817 -0.0056636592204283428 0.0015320036645310741
leaf_weight=8118.8039213418961 344.19167804718018 113.79411649703979 84.897688508033752 40.377612948417664 133.1635354757309 244.63713490962982 50.036852359771729 82.526231288909912 171.45474207401276 77.162274956703186 98.954091310501099
leaf_count=3973 183 53 28 28 60 146 26 50 123 57 53
internal_value=0 -0.000421175 -2.46699e-05 -0.00282299 -0.000338225 -0.00069641 -0.00161943 -0.00130214 -0.000951265 -0.00209179 -0.00107254
internal_weight=0 1441.2 1236.99 204.209 1152.09 1018.93 163.831 774.289 691.763 347.571 270.409
internal_count=4780 807 700 107 672 612 79 466 416 233 176
is_linear=0
shrinkage=0.06


Tree=374
num_leaves=12
num_cat=0
split_feature=96 101 22 1 99 50 72 70 121 49 24
split_gain=0.0823795 0.319786 0.325833 0.397867 0.306757 0.302527 0.307199 0.349572 0.35657 0.269094 0.845064
threshold=0.0010918468469753864 0.0035485138650983576 0.00077738583786413084 0.00070876078098081063 0.0016846025246195497 0.018276390619575981 0.001792412775103003 0.00046126570669002836 0.0025217677466571335 0.00077738583786413084 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 9 -7 8 -8 -1 -11
right_child=-2 2 3 4 -6 6 7 -9 -10 10 -12
leaf_value=0.00051834390135769702 -0.00012264143775196442 0.00057964507266721941 0.0079829381873195489 0.0052656171112812813 -0.00063330754821543957 0.00015497089081686251 -0.0033790719613997298 -0.0056441326954681098 0.0035216930672190539 -0.0039242836611057055 0.0029319833851644984
leaf_weight=1799.2196885347366 6438.3456144332886 434.60614335536957 52.927471160888672 54.281195282936096 76.409002661705017 204.77868354320526 72.816051721572876 101.94659042358398 42.800010323524475 181.19527173042297 100.67415654659271
leaf_count=918 3161 237 19 20 40 133 41 68 17 90 36
internal_value=0 0.000252945 0.00147498 0.00359415 0.00181677 -4.88369e-05 -0.00151296 -0.00308289 -0.000824472 0.000248297 -0.00147546
internal_weight=0 3121.65 618.224 183.618 130.69 2503.43 422.341 217.563 115.616 2081.09 281.869
internal_count=4780 1619 316 79 60 1303 259 126 58 1044 126
is_linear=0
shrinkage=0.06


Tree=375
num_leaves=12
num_cat=0
split_feature=28 67 25 28 25 95 9 112 32 44 14
split_gain=0.0783833 0.279509 0.236328 0.534478 0.497931 0.423799 0.411919 0.411119 0.52141 0.48034 0.323779
threshold=0.0013986918493174019 0.00080172589514404546 0.0020292587578296666 0.0012357163941487672 0.011519505176693203 0.00039601318712811922 0.00017767510871635753 0.00017767510871635753 0.00068727668258361529 0.0038949446752667431 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 -3 8 -7 -10 -8
right_child=-2 2 3 -5 -6 7 10 -9 9 -11 -12
leaf_value=0.00011078115011162961 0.00021800648426056174 -0.0019971056861602114 0.00047196017990005189 -0.0070434968277707276 0.00054047711517727184 -0.01132937023498479 -0.00064985678213100057 -0.0014876207715100137 -0.00053712646372955982 -0.0082705753052602048 0.0027550795674070147
leaf_weight=4351.7407908439636 3662.6030924320221 224.28033292293549 135.40276229381561 57.507805109024048 383.2459169626236 43.085061192512512 184.32000124454498 176.24859666824341 72.113719582557678 48.265846967697144 221.18595349788666
leaf_count=2334 1708 120 58 37 168 30 85 90 35 32 83
internal_value=0 -0.000135394 -0.000828491 -0.00144371 -0.00106854 -0.00236644 6.61999e-05 -0.00349777 -0.00566512 -0.00363783 0.00120739
internal_weight=0 5897.4 1545.66 915.87 858.362 475.116 629.786 339.713 163.465 120.38 405.506
internal_count=4780 3072 738 450 413 245 288 187 97 67 168
is_linear=0
shrinkage=0.06


Tree=376
num_leaves=12
num_cat=0
split_feature=80 19 68 109 135 117 131 73 43 37 21
split_gain=0.0757787 0.292767 0.516898 0.417659 0.37385 0.26978 0.251562 0.535855 0.419977 0.624584 0.38685
threshold=0.0046923852059990176 0.04673989117145539 0.0012357163941487672 0.024810968898236755 0.00044738779251929378 0.0084566329605877417 0.000490355829242617 0.0020292587578296666 0.0056525857653468856 0.0053125319536775359 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 7 -2 -8 -10 -9
right_child=6 2 3 -5 -6 -7 8 10 9 -11 -12
leaf_value=-1.3303210584648538e-05 0.00011548805228535677 0.0031246837090217043 -0.0086376191219247594 0.00134630260499877 -0.00220262409699397 -0.0031700333172146123 -0.00065078178380078406 0.0012227637162275566 0.00049094076190236665 0.0068501022644880854 0.0057225782449331899
leaf_weight=6554.7658889293671 629.3083062171936 91.666309118270874 62.922701597213745 37.85333526134491 98.251759171485901 67.167044520378113 1349.7225798368454 150.29372763633728 324.11992692947388 67.116104364395142 126.81219613552094
leaf_count=3247 379 33 41 17 47 35 670 69 170 24 48
internal_value=0 -0.00010454 -0.00177568 -0.0042006 0.000368667 -0.00581463 0.000272967 0.00108355 -0.000149055 0.00158185 0.00328202
internal_weight=0 6912.63 357.861 167.943 189.918 130.09 2647.37 906.414 1740.96 391.236 277.106
internal_count=4780 3420 173 93 80 76 1360 496 864 194 117
is_linear=0
shrinkage=0.06


Tree=377
num_leaves=12
num_cat=0
split_feature=97 35 121 12 27 92 15 122 22 0 93
split_gain=0.086103 0.369492 0.312587 0.300939 0.225579 0.193624 0.256834 0.18661 0.120483 0.430891 0.495026
threshold=0.018276390619575981 0.0026833302108570938 0.00087947337306104611 0.0045489775948226461 0.0032328735105693345 0.0034400182776153092 0.0027679565828293566 0.00090704852482303988 0.0022975050378590827 0.0034400182776153092 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 5 -2 -4 6 -3 -7 -1 10 -10
right_child=1 2 4 -5 -6 7 -8 -9 9 -11 -12
leaf_value=-0.00011013868352739446 0.0056830147203410994 -0.0036301914129188268 -0.00076736291020316648 0.0004133083658441437 -0.0066787808681532295 0.0037380752809282984 0.0012241844437653111 -0.00098148879346245739 -0.0022970625702686985 -0.00092354699606289636 0.0030303226078846699
leaf_weight=8269.9636316299438 82.658461689949036 65.345098972320557 55.634919404983521 73.884724974632263 39.909391522407532 99.554543137550354 98.20081901550293 43.268231749534607 77.762726783752441 327.66193771362305 326.15539312362671
leaf_count=4229 30 30 21 29 24 37 36 21 41 158 124
internal_value=0 0.000722929 -0.000240257 0.00319584 -0.0032366 0.000694183 -0.000715391 0.00230828 -4.48505e-05 0.000693183 0.00200469
internal_weight=0 558.456 401.913 156.543 95.5443 306.369 163.546 142.823 9001.54 731.58 403.918
internal_count=4780 228 169 59 45 124 66 58 4552 323 165
is_linear=0
shrinkage=0.06


Tree=378
num_leaves=12
num_cat=0
split_feature=73 101 67 148 34 128 52 121 47 138 147
split_gain=0.081116 0.311308 0.495422 0.258893 0.311796 0.397095 0.256688 0.243914 0.395097 0.306857 0.356466
threshold=0.013032016810029747 0.0072436286136507997 0.0013146653072908523 0.041476719081401832 0.0068083447404205808 0.0035485138650983576 0.0042751494329422721 0.016164712607860569 0.019431582652032379 0.00017767510871635753 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 7 -5 -6 -3 8 9 10 -2
right_child=1 2 -4 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-8.7347069112525696e-05 -0.0009664633221685273 0.0019017526603667652 -0.0021631160542979178 0.00076150900378613086 -0.00010285651214617765 -0.0074422527781144105 0.0060987584481134449 0.0042449963013959091 -0.0042730728832425366 2.2347080181215432e-05 0.0047725085554863418
leaf_weight=7649.3889520168304 60.164313197135925 131.29064977169037 71.879608869552612 80.185124158859253 47.746685385704041 59.747031927108765 87.371026039123535 54.281195282936096 69.223100781440735 1138.1546856164932 110.56750667095184
leaf_count=3988 28 44 33 30 17 35 28 20 42 479 36
internal_value=0 0.000349706 0.00215822 2.53683e-05 -0.00207004 -0.00418223 0.00357876 0.000299918 0.000144529 0.000378163 0.00275015
internal_weight=0 1910.61 290.541 1620.07 187.679 107.494 218.662 1432.39 1378.11 1308.89 170.732
internal_count=4780 792 105 687 82 52 72 605 585 543 64
is_linear=0
shrinkage=0.06


Tree=379
num_leaves=12
num_cat=0
split_feature=31 7 114 83 100 51 139 24 8 147 8
split_gain=0.0780772 0.349305 0.626501 0.606173 0.528209 0.360095 0.358214 0.342243 0.465533 0.579845 0.37785
threshold=0.00039601318712811922 0.0033348383149132137 0.017188700847327713 0.0054799309000372895 0.00017767510871635753 0.0034400182776153092 0.00017767510871635753 0.0015833032084628942 0.004017772153019906 0.0062037324532866487 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -4 -6 10 -10 -9
right_child=-2 2 5 4 7 -7 -8 8 9 -11 -12
leaf_value=6.6935531847396414e-05 0.00018191910959376077 -0.00038981801901399464 0.0019004219770576165 0.0023427816217613784 -0.0092226275081837873 0.0052842071217179846 -0.0048047133748313061 -0.0025318580361081474 -0.0075881712088260826 0.00032532319947788449 -0.011328842658147422
leaf_weight=4182.8309165239334 4497.5344047546387 348.98553264141083 96.612984180450439 41.446286201477051 53.680743455886841 66.64788293838501 40.794894218444824 29.079598546028137 47.797625541687012 110.15022540092468 44.438785314559937
leaf_count=2275 2111 150 33 16 36 20 21 16 28 43 31
internal_value=0 -0.000161618 -0.00124844 -0.00212847 -0.00398632 0.00166513 -9.02593e-05 -0.00490626 -0.00390522 -0.00206943 -0.00784927
internal_weight=0 5062.47 879.635 675.579 326.593 204.056 137.408 285.147 231.466 157.948 73.5184
internal_count=4780 2669 394 320 170 74 54 154 118 71 47
is_linear=0
shrinkage=0.06


Tree=380
num_leaves=12
num_cat=0
split_feature=39 89 102 116 54 87 140 108 11 93 21
split_gain=0.0780564 0.206113 0.188201 0.363788 0.252549 0.208929 0.119855 0.110038 0.180135 0.212674 0.186603
threshold=0.028884131461381916 0.0020292587578296666 0.0010918468469753864 0.0038949446752667431 0.00073092587990686308 0.004017772153019906 0.0038949446752667431 0.079227816313505187 0.00070876078098081063 0.0033348383149132137 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 6 -6 -1 -9 10 -10
right_child=1 -3 4 -5 5 -7 -8 8 9 -11 -12
leaf_value=-7.5980414997006934e-05 0.0018576087104529291 -0.0022409351494069138 -0.0013897514853275208 -0.0039491470208735096 0.0036677195601503587 0.0052136028655157332 0.00029819175157450289 -0.001525153572152713 0.0054618336206606064 -0.001138550284403443 0.00055886030187237801
leaf_weight=8785.253470659256 95.259260058403015 74.352946400642395 62.637650728225708 65.579209685325623 61.467097163200378 88.490639448165894 99.554543137550354 61.100756049156189 74.770227670669556 46.912122845649719 44.621955871582031
leaf_count=4458 32 33 28 32 18 27 37 36 26 31 22
internal_value=0 0.000695703 0.00115734 -0.000509999 0.00201645 0.00287154 0.00158445 -4.22502e-05 0.00126083 0.00228442 0.00362938
internal_weight=0 547.341 472.988 160.838 312.15 249.512 161.022 9012.66 227.405 166.304 119.392
internal_count=4780 207 174 64 110 82 55 4573 115 79 48
is_linear=0
shrinkage=0.06


Tree=381
num_leaves=12
num_cat=0
split_feature=69 4 5 12 129 81 133 89 75 60 145
split_gain=0.0791674 0.232824 0.306519 0.255334 0.411471 0.304895 0.384419 0.221088 0.25137 0.184838 0.109893
threshold=0.014293605927377941 0.00017767510871635753 0.0044099434744566688 0.00062670491752214741 0.00057154725072905432 0.010180860292166473 0.0095705352723598498 0.0017376682371832433 0.0027679565828293566 0.00055427959887310873 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 9 7 -7 8 -5 -3 -1
right_child=1 2 -4 5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00037094375061648345 -0.0042579490724304943 0.0019263315834908052 -0.0050302281945076108 0.0046526291074547753 -0.0073799494621436135 -0.005894490654398149 0.0014894658269877623 -0.0011995479882141063 0.00064756715122930961 -0.0025843993385196444 -9.0175714244570277e-05
leaf_weight=2650.1409895420074 58.159197092056274 67.350215077400208 45.324288010597229 122.28280234336853 37.670164704322815 46.678012132644653 55.634919404983521 63.523153424263 104.73532891273499 63.574093580245972 6244.9267154932022
leaf_count=1278 32 26 28 41 26 29 21 25 39 36 3199
internal_value=0 -0.000631512 -0.000283918 9.92395e-05 -0.00185395 0.000937457 -0.0018793 0.00192937 0.00280488 -0.000263985 4.72073e-05
internal_weight=0 664.932 606.773 561.449 168.594 392.854 102.313 290.541 227.018 130.924 8895.07
internal_count=4780 303 271 243 88 155 50 105 80 62 4477
is_linear=0
shrinkage=0.06


Tree=382
num_leaves=12
num_cat=0
split_feature=24 129 53 56 59 96 52 93 39 108 25
split_gain=0.0755614 0.206484 0.25235 0.118153 0.104087 0.30278 0.350596 0.462051 0.457046 0.386811 0.531227
threshold=0.031632266007363803 0.0013146653072908523 0.001792412775103003 0.0087224207818508166 0.0034400182776153092 0.0070226341485977182 0.0070226341485977182 0.0084566329605877417 0.00747153488919139 0.013032016810029747 0.022641776129603389
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 9 8 -8 10 -7
right_child=1 -3 -4 -5 5 6 7 -9 -10 -11 -12
leaf_value=0.00020696828460310861 -0.003099224167412287 -0.0043079329654245203 0.0016891104459242443 0.0029151299918261315 -0.00046864362501842697 0.002511869731762012 -0.0016449101771945579 -0.0054586806507650838 0.0035638537132222665 -0.0016980980701593116 -0.0040146636268365661
leaf_weight=4743.8211447000504 62.454480171203613 54.332135438919067 108.3792200088501 50.688244342803955 3460.410456776619 577.3064478635788 174.24348056316376 65.396039128303528 93.020033240318298 121.26506924629211 48.683128237724304
leaf_count=2419 37 31 49 21 1745 220 94 41 34 64 25
internal_value=0 -0.00108611 -6.14396e-05 2.61981e-05 1.04255e-05 -0.000194926 0.000682157 -0.00093814 0.00016798 0.00140347 0.0020043
internal_weight=0 225.166 170.834 9334.83 9284.15 4540.32 1079.91 332.66 267.264 747.255 625.99
internal_count=4780 117 86 4663 4642 2223 478 169 128 309 245
is_linear=0
shrinkage=0.06


Tree=383
num_leaves=12
num_cat=0
split_feature=11 47 70 106 79 70 72 12 36 109 138
split_gain=0.0763838 0.254153 0.384146 0.413386 0.347085 0.342396 0.26732 0.314109 0.44608 0.231467 0.496013
threshold=0.00070876078098081063 0.00073092587990686308 0.00093549740267917525 0.00080172589514404546 0.015200819820165636 0.034632634371519096 0.030689206905663017 0.00747153488919139 0.00042089859198313212 0.0013146653072908523 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 9 7 8 -1 -3 -11
right_child=-2 5 4 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.0022290880648812451 9.6772350366533923e-05 -0.002266367976627597 -0.0051906024713826038 0.0060960392887741046 0.0014520413454687932 0.0033869418577397478 0.0042062881495804868 -0.0032478123030765587 0.0037680569063516804 -0.0011377637377830852 0.0013813280851669588
leaf_weight=74.872107982635498 7211.9420599937439 315.44807052612305 62.454480171203613 66.230601668357849 51.807857751846313 73.467443704605103 69.589441895484924 75.289389252662659 110.61844682693481 1065.9705058336258 382.30947411060333
leaf_count=48 3526 191 37 27 20 36 24 41 47 623 160
internal_value=0 -0.000297231 0.000886545 0.00176967 -0.00217875 -0.0006264 0.000902346 2.06852e-05 0.00134735 -0.000793574 -0.000472787
internal_weight=0 2348.06 510.862 396.6 114.262 1837.2 330.369 260.78 185.491 1763.73 1448.28
internal_count=4780 1254 244 187 57 1010 160 136 95 974 783
is_linear=0
shrinkage=0.06


Tree=384
num_leaves=12
num_cat=0
split_feature=97 0 129 50 66 113 13 13 69 77 74
split_gain=0.0783387 0.431172 0.549108 0.33556 0.283851 0.266478 0.193945 0.166262 0.323409 0.50145 0.249968
threshold=0.018276390619575981 0.0044099434744566688 0.02636832278221846 0.0028552538715302949 0.00043393640953581786 0.0010585968848317864 0.015441739000380041 0.0010585968848317864 0.0012745757703669371 0.0020292587578296666 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -3 7 -1 9 -9 -10
right_child=1 4 -4 -5 -6 -7 -8 8 10 -11 -12
leaf_value=3.36552129719792e-05 0.0018484129342337212 -0.00058560104662051229 -0.0014635750333585843 0.0070113606250826414 0.0018024675467098372 -0.0052234177154382279 0.0033031909050717663 -0.0072055539096272251 -0.00075038140500651351 -0.0010356679708220259 0.002341398364671881
leaf_weight=7785.6566269397736 95.493370771408081 126.16080415248871 88.541579604148865 86.251412630081177 93.020033240318298 68.988990068435669 61.93531858921051 50.739184498786926 200.5137505531311 725.24930834770203 177.44950032234192
leaf_count=3990 34 53 38 29 34 40 22 32 86 364 58
internal_value=0 0.000689564 0.00241101 0.00429862 -0.000925054 -0.00222515 -4.27806e-05 -6.59621e-05 -0.000738075 -0.0014391 0.000701174
internal_weight=0 558.456 270.286 181.745 288.17 195.15 9001.54 8939.61 1153.95 775.988 377.963
internal_count=4780 228 101 63 127 93 4552 4530 540 396 144
is_linear=0
shrinkage=0.06


Tree=385
num_leaves=12
num_cat=0
split_feature=146 103 71 101 21 60 146 37 5 150 30
split_gain=0.0716007 0.313884 0.32976 0.242895 0.237159 0.213207 0.198056 0.411248 0.315904 0.267451 0.32822
threshold=0.028884131461381916 0.00037263428384903824 0.004017772153019906 0.0019071503775194289 0.0011261500185355546 0.00062670491752214741 0.015675474889576439 0.0045489775948226461 0.0011261500185355546 0.00082683752407319855 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -3 5 -4 -1 9 -9 -8 -11
right_child=1 3 4 -5 -6 -7 7 8 -10 10 -12
leaf_value=4.7565317601291826e-05 0.0015193324441767902 0.0045941280644345561 -0.0034509259268488772 -0.00046550128466962538 -0.0048133852233059847 0.0017700563414489994 -0.0027918018458169126 -0.0086989244103456778 -0.0015797233314759148 0.0012605003135715811 -0.0017285700517428795
leaf_weight=8238.0541144609451 186.09100663661957 104.73532891273499 48.031736254692078 50.688244342803955 69.925432920455933 68.052547216415405 140.86859893798828 40.377612948417664 50.50507378578186 350.15608620643616 212.51409709453583
leaf_count=4136 79 39 30 21 48 32 73 28 30 160 104
internal_value=0 0.000679459 -0.000266436 0.00294403 -0.00205299 -0.000390209 -3.96825e-05 -0.000944432 -0.00474266 -0.000453779 0.000131563
internal_weight=0 527.524 372.101 155.424 186.01 116.084 9032.48 794.421 90.8827 703.539 562.67
internal_count=4780 249 189 60 110 62 4531 395 58 337 264
is_linear=0
shrinkage=0.06


Tree=386
num_leaves=12
num_cat=0
split_feature=9 54 63 92 35 24 66 44 101 109 116
split_gain=0.0738858 0.517208 0.611556 0.957967 0.475574 0.391099 0.3675 0.331767 0.3211 0.31597 0.268365
threshold=0.0015349716995842757 0.0023699469165876512 0.0030382014811038975 0.013860232196748258 0.0037758676335215573 0.0011980500421486797 0.00043393640953581786 0.024810968898236755 0.0022272822679951791 0.0058306583669036635 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 -2 7 -7 10 -10 -4
right_child=1 2 8 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-7.5837548374085587e-05 0.0023042307817848235 0.0083984772116678097 0.0033526496935733603 -0.0020847913040026957 0.00234513872707674 -0.0025592191698512686 0.00078930565008698947 0.0013787339051032511 0.000620292262242272 -0.0057212211371331723 -0.00039513205711950658
leaf_weight=7922.3621731996536 150.47689819335938 119.80946481227875 122.5169130563736 71.228216886520386 76.592173218727112 463.45163118839264 271.22280585765839 92.368641257286072 56.754532814025879 56.388191699981689 156.82823753356934
leaf_count=4038 60 41 43 38 31 251 109 39 20 38 72
internal_value=0 0.000366878 0.00166444 0.00387603 0.00603781 -0.000509362 -0.00102128 -0.00190479 0.000156396 -0.0025402 0.00124859
internal_weight=0 1637.64 660.118 267.63 196.402 977.52 827.043 555.82 392.488 113.143 279.345
internal_count=4780 742 283 110 72 459 399 290 173 58 115
is_linear=0
shrinkage=0.06


Tree=387
num_leaves=12
num_cat=0
split_feature=94 27 129 68 9 50 141 20 73 144 65
split_gain=0.0809183 0.193367 0.301339 0.387469 0.293733 0.24565 0.473849 0.357302 0.328762 0.353943 0.236475
threshold=0.0084566329605877417 0.0010585968848317864 0.0092791137285530585 0.00082683752407319855 0.0005375427135732026 0.015200819820165636 0.0016331639490090313 0.00038414125447161501 0.0044099434744566688 0.010829726699739696 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 8 7 -7 9 -3 -10
right_child=1 2 3 4 -6 6 -8 -9 10 -11 -12
leaf_value=-8.2476586393944281e-05 -0.0016430448047582247 0.0011192872103013014 -0.0054374315742821075 -0.0036012444454627799 0.0019718170669898371 -0.00034452758065719986 -0.0017899871354462129 0.0063570557350208267 0.0039386761689776395 -0.0034332320685406159 -5.100372641368719e-05
leaf_weight=7815.3160872459412 156.46189641952515 616.76820802688599 63.808204293251038 50.922355055809021 102.73021280765533 60.632534623146057 265.82849943637848 54.281195282936096 235.79186797142029 68.286657929420471 69.172160625457764
leaf_count=3937 90 293 38 23 43 32 158 20 81 34 31
internal_value=0 0.000369454 0.000567713 -0.00150727 0.000124836 0.000896893 -0.000398303 0.00282106 0.001395 0.00066549 0.00303373
internal_weight=0 1744.68 1588.22 217.461 153.653 1370.76 380.742 114.914 990.019 685.055 304.964
internal_count=4780 843 753 104 66 649 210 52 439 327 112
is_linear=0
shrinkage=0.06


Tree=388
num_leaves=12
num_cat=0
split_feature=26 97 101 52 140 4 91 10 125 51 81
split_gain=0.0762918 0.387091 0.405961 0.404563 0.339312 0.413477 0.354487 0.269487 0.22952 0.353411 0.275093
threshold=0.00093549740267917525 0.00082683752407319855 0.0014881226234138014 0.0079489401541650313 0.0079489401541650313 0.0005375427135732026 0.0038949446752667431 0.0045489775948226461 0.0031340263085439806 0.0049928687512874612 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 8 5 -2 -7 -8 9 -3 -11
right_child=1 3 -4 -5 -6 6 7 -9 -10 10 -12
leaf_value=6.3299092316711775e-05 -0.0030288947095209362 0.0029714409069464221 -0.0026621905682594504 0.0051472888688373023 -0.0022553800156963513 -0.0010773095019520089 0.001650184036446992 0.0070901373281154591 -0.0027621470482044296 -0.0038987803523912994 0.0020337198967330834
leaf_weight=8389.8847367763519 57.273694396018982 145.94750440120697 374.25865960121155 71.177276730537415 139.79992568492889 59.044699788093567 62.169429302215576 69.355331182479858 74.821167826652527 68.520768642425537 47.746685385704041
leaf_count=4197 35 53 218 27 85 29 24 22 37 36 17
internal_value=0 -0.000453863 -0.00125266 0.00103704 0.000108199 0.00144141 0.00278492 0.00451877 0.000169012 0.0010054 -0.00146252
internal_weight=0 1170.12 761.902 408.213 387.643 247.843 190.569 131.525 337.036 262.215 116.267
internal_count=4780 583 413 170 195 110 75 46 143 106 53
is_linear=0
shrinkage=0.06


Tree=389
num_leaves=12
num_cat=0
split_feature=59 11 91 148 147 62 38 28 19 99 9
split_gain=0.0720322 0.357435 0.356729 0.30093 0.338765 0.500346 0.428563 0.451135 0.39082 0.596045 0.329844
threshold=0.0034400182776153092 0.016668972559273246 0.0049928687512874612 0.0079489401541650313 0.0038949446752667431 0.00017767510871635753 0.0019672545604407792 0.0015833032084628942 0.02636832278221846 0.0014881226234138014 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 7 -5 9 -7 -6
right_child=2 -3 -4 4 10 8 -8 -9 -10 -11 -12
leaf_value=4.9275844862736972e-05 6.8553311861598969e-05 0.0025228116558156954 0.00077638513471391709 -0.0066627339567880937 -0.00095746336616914002 0.00082466146856149643 0.0025242851953571452 -0.0017837935597470773 0.0029461214738123361 -0.0048055497084636802 0.0015580539626652973
leaf_weight=4697.6622941493988 1845.5822997093201 220.16822040081024 1096.342058300972 161.92773306369781 777.78984832763672 152.76706516742706 34.026273608207703 117.90622901916504 86.953744769096375 121.55012011528015 247.32399308681488
leaf_count=2405 976 106 481 105 348 69 16 67 35 77 95
internal_value=0 0.000160015 -0.000169516 -0.000461982 -0.00103787 -0.00208147 -0.0038339 -0.00460702 -0.00055902 -0.00167009 -0.000350557
internal_weight=0 4917.83 4642.17 3545.83 1700.25 675.131 313.86 279.834 361.271 274.317 1025.11
internal_count=4780 2511 2269 1788 812 369 188 172 181 146 443
is_linear=0
shrinkage=0.06


Tree=390
num_leaves=12
num_cat=0
split_feature=149 43 115 37 78 50 41 101 71 131 22
split_gain=0.0802044 0.384152 0.220263 0.19553 0.457949 0.403473 0.471913 0.340043 0.314833 0.29747 0.41935
threshold=0.0016331639490090313 0.00046126570669002836 0.00085274505545385193 0.0063990866765379914 0.00068727668258361529 0.0028552538715302949 0.0003614811430452392 0.00055427959887310873 0.02129978779703379 0.00070876078098081063 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 -5 -6 -7 8 9 10 -3
right_child=1 3 -4 4 5 6 -8 -9 -10 -11 -12
leaf_value=0.00016511614913304571 0.00034268139280421234 9.3236905044699462e-05 -0.0039621946886335916 0.0065401787392898227 0.0031902620461264713 -0.0024260222955870417 0.0029986896633976412 -0.00059881013048689697 0.0018801127064838664 -0.0011715605120887873 0.004858646264777328
leaf_weight=5024.4788392782211 60.398423910140991 318.52185988426208 146.75171685218811 49.802741646766663 131.34158992767334 197.7250120639801 81.538848280906677 2579.6562849283218 447.67516314983368 438.09721398353577 84.01218581199646
leaf_count=2429 30 175 81 24 55 115 31 1352 243 214 31
internal_value=0 -0.000182917 -0.00270703 -6.2116e-05 0.00110675 0.000447725 -0.000842127 -0.000201248 0.000594816 -8.96635e-05 0.00108782
internal_weight=0 4535.52 207.15 4328.37 460.408 410.605 279.264 3867.96 1288.31 840.631 402.534
internal_count=4780 2351 111 2240 225 201 146 2015 663 420 206
is_linear=0
shrinkage=0.06


Tree=391
num_leaves=12
num_cat=0
split_feature=40 98 26 67 70 131 129 147 47 144 131
split_gain=0.0778146 0.267234 0.299532 0.273033 0.243219 0.337241 0.265752 0.599375 0.302372 0.475437 0.433285
threshold=0.0066005610860884198 0.019431582652032379 0.00046126570669002836 0.00040826165059115743 0.013032016810029747 0.0063990866765379914 0.00057154725072905432 0.00017767510871635753 0.0017376682371832433 0.0011261500185355546 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 7 -2 9 -9 -10
right_child=1 2 -4 -5 5 -7 -8 8 10 -11 -12
leaf_value=-0.00013274579642635 -0.0025125878573885592 -0.0021324772384870671 -0.0048721715955977523 0.0029851590318442259 6.099600565136668e-05 -0.0040113948197122223 0.00020237475122001489 -0.0022385385256126892 0.0022026880293440267 0.0040885438111359805 0.0071519085053929586
leaf_weight=5969.9180281162262 114.3132780790329 103.71759581565857 74.637997269630432 58.810589075088501 250.49966275691986 103.43254494667053 2230.2524009943008 114.49644863605499 395.7957751750946 68.2357177734375 75.889841079711914
leaf_count=3195 68 62 46 27 101 49 966 59 159 23 25
internal_value=0 0.000220742 -0.00172565 -0.000280668 0.000358419 -0.00112911 0.000533973 0.00149601 0.00219623 0.000124116 0.00299897
internal_weight=0 3590.08 237.166 162.528 3352.92 353.932 2998.98 768.731 654.418 182.732 471.686
internal_count=4780 1585 135 89 1450 150 1300 334 266 82 184
is_linear=0
shrinkage=0.06


Tree=392
num_leaves=12
num_cat=0
split_feature=110 110 58 3 4 137 148 18 121 85 65
split_gain=0.0728085 0.547765 0.838541 0.532989 0.387899 0.314348 0.312415 0.289471 0.30394 0.279712 0.274192
threshold=0.0016846025246195497 0.0014881226234138014 0.0081988852471113222 0.0013986918493174019 0.0041444667149335155 0.00093549740267917525 0.08153740689158441 0.0015833032084628942 0.0021592099219560628 0.015200819820165636 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 7 9 8 10 -2 -6
right_child=4 2 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=9.7476587661417006e-06 -0.00062529822489598718 0.0075273817692588663 -0.0041849955249023407 0.00065631059205265658 0.00097151519096162959 -0.00086921962003872757 -0.0043132459314666463 0.0051284894354516062 0.0027903552057029586 0.0017376532361636169 -0.0061636459712014714
leaf_weight=6365.2651019096375 2205.9677270650864 108.79650127887726 45.558398723602295 64.876877546310425 51.390576481819153 163.46462774276733 77.060394644737244 95.727481484413147 154.35490000247955 196.40163803100586 31.135654807090759
leaf_count=3160 1160 42 30 26 27 97 35 36 72 72 23
internal_value=0 0.000111309 0.0030601 0.00496065 -0.000246317 0.00128524 -0.000552744 0.00234408 0.00121885 -0.000432119 -0.00172045
internal_weight=0 6584.5 219.232 173.673 2975.5 496.073 2479.43 332.609 236.881 2402.37 82.5262
internal_count=4780 3258 98 68 1522 255 1267 158 122 1232 50
is_linear=0
shrinkage=0.06


Tree=393
num_leaves=12
num_cat=0
split_feature=130 51 84 94 81 75 77 100 35 81 26
split_gain=0.074296 0.219993 0.312828 0.261534 0.174521 0.113288 0.317109 0.284016 0.357577 0.324736 0.2908
threshold=0.0014427106943912806 0.0020932231564074759 0.00037263428384903824 0.0028552538715302949 0.0079489401541650313 0.013860232196748258 0.0011261500185355546 0.0028552538715302949 0.0037758676335215573 0.0010263677686452868 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -4 -1 -7 9 -9 -8 -10
right_child=1 2 4 -5 -6 6 7 8 10 -11 -12
leaf_value=4.4178341034411353e-05 0.0053138780151216437 -0.004591362841228192 -0.0019527989626917652 0.0002315013399357961 0.0021483368233779668 0.0018211561360872508 -0.004313273081147739 -0.0071116919161518504 -0.0025776771043840596 0.0001199499412841772 0.002969673942995773
leaf_weight=8093.5318644046783 69.355331182479858 48.91723895072937 54.749416708946228 76.826283931732178 117.57023799419403 164.84870195388794 66.28154182434082 51.858797907829285 194.91568350791931 579.93260586261749 41.212175488471985
leaf_count=4148 22 27 24 33 43 56 38 31 91 253 14
internal_value=0 0.000836649 -0.000356771 0.00264282 0.000845324 -3.344e-05 -0.000605031 -0.00103316 -0.00260028 -0.000334761 -0.00160948
internal_weight=0 367.419 221.237 146.182 172.32 9192.58 1099.05 934.201 287.987 646.214 236.128
internal_count=4780 149 94 55 67 4631 483 427 136 291 105
is_linear=0
shrinkage=0.06


Tree=394
num_leaves=12
num_cat=0
split_feature=105 51 112 144 60 58 82 119 142 81 104
split_gain=0.0769779 0.312732 0.410698 0.334429 0.246853 0.531426 0.508987 0.367707 0.391212 0.34849 0.298879
threshold=0.00062670491752214741 0.016164712607860569 0.00050559637020342063 0.00082683752407319855 0.00017767510871635753 0.0013560238294303419 0.00017767510871635753 0.00017767510871635753 0.00017767510871635753 0.0018488886416889729 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 7 -7 8 -6 -10 -8
right_child=-2 2 -4 4 5 6 10 -9 9 -11 -12
leaf_value=0.00072171877514266717 -0.00010116513909733471 0.00060874273691531795 0.0064237319241322562 0.00010084797907212591 -0.0012890578008193389 0.0058149933580779987 -0.0055182554659307737 0.00062512288266406107 -0.0039790274083731873 -0.010853033769095645 0.00015909361555030885
leaf_weight=1307.4829112291336 7065.454803943634 127.79957914352417 66.464712381362915 555.30111086368561 56.103140830993652 46.392961263656616 44.204674601554871 48.214906811714172 52.092908620834351 54.148964881896973 136.33920514583588
leaf_count=774 3405 67 29 275 25 16 29 21 33 40 66
internal_value=0 0.000286536 0.00259826 9.13059e-05 -0.000738928 -0.00180483 0.000209454 -0.00397578 -0.0053422 -0.00748255 -0.00123096
internal_weight=0 2494.55 194.264 2300.28 992.798 437.497 226.937 210.56 162.345 106.242 180.544
internal_count=4780 1375 96 1279 505 230 111 119 98 73 95
is_linear=0
shrinkage=0.06


Tree=395
num_leaves=12
num_cat=0
split_feature=114 128 109 79 23 102 147 106 33 1 81
split_gain=0.0737061 0.291882 0.559897 0.37119 0.438504 0.336994 0.336381 0.332861 0.852221 0.341761 0.302084
threshold=0.0016846025246195497 0.0014427106943912806 0.016668972559273246 0.002945306478068233 0.00899649551138282 0.0010918468469753864 0.0038949446752667431 0.0013986918493174019 0.0011261500185355546 0.0005375427135732026 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -6 9 -9 -2 -5
right_child=1 -3 -4 10 5 -7 -8 8 -10 -11 -12
leaf_value=-0.00016289929480760708 0.0022217981703062653 -0.00010474627010091966 0.0047168007198566406 0.0031753953636972474 -0.0024896379316486569 -0.00078467822342517075 -0.010383729557542616 0.0079615367497533271 -0.00061946793312636574 -0.0035566726520499551 -9.6423942963972946e-05
leaf_weight=4887.3473217487335 67.350215077400208 3495.891264796257 129.05142295360565 259.03928875923157 55.919970273971558 215.45565605163574 29.781930685043335 71.177276730537415 100.49098598957062 81.355677723884583 167.13886892795563
leaf_count=2726 26 1541 46 100 34 108 22 27 45 40 65
internal_value=0 0.000170384 0.000987734 0.000528407 -0.000406767 -0.00205053 -0.00523288 0.0011384 0.0029384 -0.000939552 0.00189225
internal_weight=0 4672.65 1176.76 1047.71 621.532 301.158 85.7019 320.374 171.668 148.706 426.178
internal_count=4780 2054 513 467 302 164 56 138 72 66 165
is_linear=0
shrinkage=0.06


Tree=396
num_leaves=12
num_cat=0
split_feature=42 47 142 107 125 128 88 98 71 32 145
split_gain=0.0711051 0.111215 0.173405 0.1095 0.0995379 0.260827 0.240522 0.287216 0.541481 0.494987 0.650162
threshold=0.091400381177663817 0.10820819064974786 0.0017376682371832433 0.0092791137285530585 0.00042089859198313212 0.05109804309904576 0.00039601318712811922 0.0011261500185355546 0.0048403022810816774 0.00055427959887310873 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 5 6 -1 -8 -9 -10 -11
right_child=3 2 -4 -5 -6 -7 7 8 9 10 -12
leaf_value=0.00013332006429717639 -0.0038277268593542232 -0.00024241420422085761 0.0040584301283498794 -0.0003334126257362947 9.1090805235553065e-05 0.0046194321503993723 2.2881574164071004e-05 -0.0072345448916976834 -0.0032385824132334733 -0.0016196784217461136 0.0066993059793039279
leaf_weight=915.07632637023926 43.085061192512512 73.75249457359314 62.220369458198547 128.7869621515274 7533.8834602832794 36.265500426292419 331.67216992378235 68.103487372398376 217.32854175567627 98.251759171485901 51.573747038841248
leaf_count=570 30 49 35 86 3614 14 150 43 124 47 18
internal_value=0 2.21404e-05 0.00172563 -0.00120937 -2.8946e-06 -0.00041498 -0.000523527 -0.00130726 -0.00232084 -0.00140939 0.00124393
internal_weight=0 9388.13 135.973 171.872 9252.15 1718.27 1682.01 766.93 435.258 367.154 149.826
internal_count=4780 4664 84 116 4580 966 952 382 232 189 65
is_linear=0
shrinkage=0.06


Tree=397
num_leaves=12
num_cat=0
split_feature=49 90 90 87 124 104 74 130 146 139 125
split_gain=0.0707877 0.0778031 0.302939 0.287005 0.370375 0.27243 0.168089 0.143676 0.76021 0.239947 0.151903
threshold=0.041476719081401832 0.00060774214216507982 0.0011980500421486797 0.00055427959887310873 0.00899649551138282 0.0079489401541650313 0.0010585968848317864 0.0014427106943912806 0.010180860292166473 0.0011261500185355546 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 5 6 -3 -5 10 9 -9 -1
right_child=-2 2 -4 4 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00011246773176708339 0.0017831199016168707 0.0014059147792435916 0.00046919343395299172 -0.0026802289379452234 -0.0071242648462691857 -0.0031095530507222954 0.0016328481507870297 0.0051118637225498528 -0.0036955984203293217 0.00099866461901534768 -0.00058422311181833089
leaf_weight=6853.8164495229721 79.482792019844055 148.94000351428986 526.97478461265564 145.26576232910156 60.215253353118896 71.045046329498291 41.914507627487183 114.16045761108398 77.528616070747375 92.368641257286072 1348.2875654697418
leaf_count=3393 24 68 276 100 39 47 20 35 39 39 700
internal_value=0 -1.49493e-05 -0.000517082 -0.00162911 -0.00303116 -5.23735e-05 -0.00171442 4.38874e-05 0.00137051 0.00327227 -2.05649e-06
internal_weight=0 9480.52 994.355 467.381 247.396 219.985 187.18 8486.16 284.058 206.529 8202.1
internal_count=4780 4756 550 274 159 115 120 4206 113 74 4093
is_linear=0
shrinkage=0.06


Tree=398
num_leaves=12
num_cat=0
split_feature=149 122 101 79 135 39 115 36 7 124 54
split_gain=0.0735735 0.234192 0.320498 0.410671 0.421335 0.410936 0.575838 0.317773 0.307672 0.283114 0.385851
threshold=0.0016331639490090313 0.014740333426743748 0.0060143163427710542 0.00055427959887310873 0.00050559637020342063 0.013032016810029747 0.013032016810029747 0.00042089859198313212 0.00047558375808876013 0.0010585968848317864 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 6 8 -6 -5 10 -4
right_child=-2 -3 3 4 7 -7 -8 -9 -10 -11 -12
leaf_value=-1.4572882762328145e-06 -0.00017519227870246683 -0.0035070267965189579 0.0059183423684812438 -0.0015847608460479265 0.0051777560308895396 0.0043832812075004501 0.0010837850946401758 0.00078289279873529805 -0.0071749557464146456 0.0063967667207935047 -0.0014843046805487949
leaf_weight=4200.4282600879669 4535.5210404396057 61.986258745193481 44.387845158576965 69.223100781440735 91.666309118270874 45.039237141609192 129.75375509262085 167.37297964096069 72.632881164550781 82.892572402954102 59.095639944076538
leaf_count=2045 2351 33 20 42 33 15 52 67 50 32 40
internal_value=0 0.000158143 0.000203925 0.00133597 0.000543464 -0.000924667 -0.00180485 0.0023381 -0.00444704 0.00378391 0.00169096
internal_weight=0 5024.48 4962.49 762.064 575.688 316.649 271.61 259.039 141.856 186.376 103.483
internal_count=4780 2429 2396 351 259 159 144 100 92 92 60
is_linear=0
shrinkage=0.06


Tree=399
num_leaves=12
num_cat=0
split_feature=11 47 0 59 49 78 135 146 73 3 116
split_gain=0.0681201 0.226123 0.309403 0.277544 0.402104 0.244442 0.239093 0.211582 0.267839 0.247148 0.340371
threshold=0.00070876078098081063 0.00073092587990686308 0.0015833032084628942 0.0014427106943912806 0.00096484774257987748 0.0011980500421486797 0.015200819820165636 0.00055427959887310873 0.016668972559273246 0.00017767510871635753 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 -3 -4 8 9 10 -2
right_child=7 2 6 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0022439789099056476 0.00015493016186964124 -0.00099042272021014144 -0.00025424381041742108 -0.0020921521497725901 -0.0031981019966802289 -0.0038432442503287738 0.0041719943450009862 2.3787973108952418e-05 0.0045763160635999027 -0.00282184071739263 0.0065310857249767313
leaf_weight=359.39804434776306 119.31089329719543 368.0601407289505 1270.5248386859894 94.892918944358826 56.571362257003784 153.10305619239807 45.507458567619324 6912.8405592441559 81.956129550933838 57.507805109024048 40.326672792434692
leaf_count=165 79 239 659 50 29 93 19 3369 24 37 17
internal_value=0 -0.000280693 -0.00059118 0.000835901 0.00150386 -0.0018285 -0.000101188 9.13878e-05 0.00165376 0.000550709 0.00176564
internal_weight=0 2348.06 1837.2 510.862 415.969 521.163 1316.03 7211.94 299.102 217.145 159.638
internal_count=4780 1254 1010 244 194 332 678 3526 157 133 96
is_linear=0
shrinkage=0.06


Tree=400
num_leaves=12
num_cat=0
split_feature=103 26 14 103 147 75 18 99 138 33 72
split_gain=0.0672194 0.294787 0.475449 0.288047 0.27801 0.532034 0.263723 0.248297 0.221593 0.427357 0.333289
threshold=0.00096484774257987748 0.0012357163941487672 0.0019672545604407792 0.0012357163941487672 0.0062037324532866487 0.0023699469165876512 0.00096484774257987748 0.017188700847327713 0.00073092587990686308 0.0036604277556762104 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 6 5 -4 -2 -3 9 -5 -11
right_child=3 2 4 8 -6 -7 -8 -9 -10 10 -12
leaf_value=1.9628539946676528e-05 0.0039299012892854467 -0.0042196031361425093 0.0018351014800213348 -0.0014332866741884147 0.0030374874102862799 -0.0071996375138550029 -0.00022475271023482746 0.00091364961022132193 -0.0010109880497078418 0.00069737754114298589 0.0042312358063478798
leaf_weight=7730.0314675569534 141.7031614780426 201.36890316009521 62.871761441230774 230.91672313213348 91.432198405265808 37.436053991317749 89.895303726196289 40.794894218444824 467.07493221759796 331.12265825271606 135.35182213783264
leaf_count=3874 59 125 30 145 31 24 39 21 208 177 47
internal_value=0 -6.57919e-05 -0.00158756 0.000384739 0.000644488 -0.00153677 0.00231727 -0.00335486 3.82961e-07 0.000677745 0.00172276
internal_weight=0 8163.94 433.904 1396.06 191.74 100.308 231.598 242.164 1164.47 697.391 466.474
internal_count=4780 4105 231 675 85 54 98 146 577 369 224
is_linear=0
shrinkage=0.06


Tree=401
num_leaves=12
num_cat=0
split_feature=58 58 35 98 54 88 46 115 37 1 93
split_gain=0.0704979 0.283783 0.297664 0.322176 0.535574 0.516667 0.468676 0.459415 0.40657 0.704123 0.383918
threshold=0.0013560238294303419 0.0031340263085439806 0.025578102096915249 0.0019672545604407792 0.0027679565828293566 0.011519505176693203 0.0038949446752667431 0.019431582652032379 0.0037758676335215573 0.0018488886416889729 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 8 7 -2 10 9 -5 -6
right_child=1 -3 -4 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00023657461594405753 0.00029378657950865475 -0.00016659527128323225 -0.0032953603738369217 -0.003257477821969878 -0.0024273695791233911 0.0047447468891058464 0.0028477547136179318 -0.0055410330355875814 -0.0056608716026877223 0.0020321432543563703 0.0018517115309384944
leaf_weight=3075.7186954021454 524.63367748260498 4341.9796711206436 65.813320398330688 189.60266733169556 96.480753779411316 119.57535409927368 510.24128365516663 43.502342462539673 72.164659738540649 173.49020826816559 346.79724597930908
leaf_count=1459 256 2314 34 109 53 39 207 23 46 77 163
internal_value=0 0.000112216 0.000677304 0.000803216 5.82716e-05 0.00121097 0.00155301 0.000342919 -0.00154755 -0.000730032 0.000920357
internal_weight=0 6484.28 2142.3 2076.49 1041.61 606.356 1034.87 486.78 435.258 363.093 443.278
internal_count=4780 3321 1007 973 510 278 463 239 232 186 216
is_linear=0
shrinkage=0.06


Tree=402
num_leaves=12
num_cat=0
split_feature=96 28 97 97 87 94 45 1 77 82 78
split_gain=0.0667801 0.240607 0.441368 0.330627 0.312508 0.313548 0.392746 0.280904 0.45897 0.253873 0.247005
threshold=0.0010918468469753864 0.001792412775103003 0.0012745757703669371 0.02636832278221846 0.00080172589514404546 0.0033348383149132137 0.0058306583669036635 0.0037758676335215573 0.0054799309000372895 0.00096484774257987748 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 7 -6 -7 8 -3 -9 -5
right_child=-2 2 -4 10 5 6 -8 9 -10 -11 -12
leaf_value=-0.0002779315481509054 -0.00011042082046040016 0.0064666476261069855 -0.00049503854242975741 0.0063209236529360151 0.006290019888668833 -0.0010222919879314277 0.0059394622275684992 -0.0059982118097994305 0.00025622573942176997 0.0011989340999893443 0.00075893081557326929
leaf_weight=2115.1565705537796 6438.3456144332886 59.227870345115662 376.11095523834229 47.512574672698975 104.50121819972992 71.879608869552612 49.100409507751465 35.196827173233032 154.82312142848969 35.379997730255127 72.765111565589905
leaf_count=1166 3161 20 181 15 37 33 18 26 76 17 30
internal_value=0 0.000227741 0.00106435 -0.000103927 0.00221411 0.00388264 0.00180317 0.000892308 0.00197465 -0.0023903 0.00295605
internal_weight=0 3121.65 886.22 2235.43 510.109 225.481 120.98 284.628 214.051 70.5768 120.278
internal_count=4780 1619 408 1211 227 88 51 139 96 43 45
is_linear=0
shrinkage=0.06


Tree=403
num_leaves=12
num_cat=0
split_feature=94 74 53 118 129 39 128 54 44 45 46
split_gain=0.0739206 0.186159 0.330431 0.416407 0.290051 0.27696 0.274874 0.218423 0.212032 0.209642 0.346422
threshold=0.0084566329605877417 0.00037263428384903824 0.0033348383149132137 0.00047558375808876013 0.0092791137285530585 0.0035485138650983576 0.0048403022810816774 0.00046126570669002836 0.0033348383149132137 0.00082683752407319855 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 6 9 8 -3 -5 -4 10 -2
right_child=1 2 5 7 -6 -7 -8 -9 -10 -11 -12
leaf_value=-7.8829757729523522e-05 -0.00057778897837300076 -0.00036147769142543022 -0.0021188618988517054 -0.0018219305240651678 -0.0033079702131802941 0.0049686996194030974 -0.0073461430182008144 0.0024633593587266582 0.0033278339776865464 -0.00024381336873463994 0.0037832664411509525
leaf_weight=7815.3160872459412 125.97763359546661 42.800010323524475 48.91723895072937 57.925086379051208 91.299968004226685 122.04869163036346 38.555667400360107 164.19730997085571 54.281195282936096 861.92450451850891 136.75648641586304
leaf_count=3937 62 17 27 30 51 39 23 61 20 454 59
internal_value=0 0.000353118 0.00129301 7.73701e-07 -5.55681e-05 0.00303406 -0.00367161 0.00134584 0.000746038 0.000208462 0.0016922
internal_weight=0 1744.68 528.725 303.478 1215.96 225.247 81.3557 222.122 103.198 1124.66 262.734
internal_count=4780 843 217 131 626 86 40 91 47 575 121
is_linear=0
shrinkage=0.06


Tree=404
num_leaves=12
num_cat=0
split_feature=32 97 75 27 67 19 133 99 11 101 143
split_gain=0.0716875 0.242498 0.276366 0.210276 0.139597 0.353142 0.60189 0.420155 0.404792 0.428229 0.33762
threshold=0.0070226341485977182 0.0022975050378590827 0.0072436286136507997 0.0053125319536775359 0.00080172589514404546 0.011880517937242987 0.013860232196748258 0.0019672545604407792 0.0010263677686452868 0.0019071503775194289 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 7 8 -6 -7 10 -10
right_child=1 3 -4 -5 5 6 -8 -9 9 -11 -12
leaf_value=0.00012434722225835096 -0.0010058220953699294 0.0053965081746689177 0.0022308744530165408 0.00027674675816889829 -0.00077578599916642459 0.0021874952135404117 -0.006624216340943955 0.00081653594544922625 -0.00087773237429354266 3.4105360386870702e-05 -0.0064194143243156056
leaf_weight=6047.2222934961319 300.92344629764557 64.174545407295227 138.76160252094269 52.510189890861511 1343.5544110536575 112.62356293201447 78.465058922767639 1072.9624071121216 66.464712381362915 184.50317180156708 97.83447790145874
leaf_count=3137 162 20 55 26 649 43 47 482 29 76 54
internal_value=0 0.000660954 1.56573e-05 0.00309253 -4.08429e-05 -0.000378733 -0.00176608 -6.8776e-05 -0.000939961 -0.00194977 -0.00417761
internal_weight=0 556.37 439.685 116.685 9003.63 2956.41 539.891 2416.52 461.426 348.802 164.299
internal_count=4780 263 217 46 4517 1380 249 1131 202 159 83
is_linear=0
shrinkage=0.06


Tree=405
num_leaves=12
num_cat=0
split_feature=82 83 20 71 12 104 33 133 94 35 87
split_gain=0.0685151 0.354219 0.399098 0.32182 0.912486 0.706309 0.457578 0.438153 0.428379 0.419404 0.401216
threshold=0.00073092587990686308 0.010180860292166473 0.0019071503775194289 0.0033348383149132137 0.019431582652032379 0.002945306478068233 0.0032328735105693345 0.0033348383149132137 0.00017767510871635753 0.0033348383149132137 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -7 -8 -10
right_child=-2 -3 -4 4 -6 8 9 -9 10 -11 -12
leaf_value=0.00028671103919335596 0.00013135072916429675 0.00051892889785830711 -0.0025013644288632746 0.001276894681353401 -0.009063618594024405 0.0011710087704515106 0.0047311923287254162 -0.0029677587836824432 -0.010097638297536061 -0.00069705635618834275 -0.0028250873843159862
leaf_weight=1200.6601059436798 5728.9952445030212 1509.8283673524857 358.89947283267975 157.11328840255737 50.739184498786926 36.499611139297485 121.6314103603363 197.7250120639801 52.795240759849548 88.541579604148865 56.571362257003784
leaf_count=527 2880 770 203 85 32 16 46 115 39 38 29
internal_value=0 -0.000196426 -0.000661734 -0.000325267 -0.00129003 -0.000735183 0.000225766 -0.00108834 -0.00445741 0.00244438 -0.00633581
internal_weight=0 3831 2321.18 1962.28 761.617 710.878 565.011 354.838 145.866 210.173 109.367
internal_count=4780 1900 1130 927 400 368 284 200 84 84 68
is_linear=0
shrinkage=0.06


Tree=406
num_leaves=12
num_cat=0
split_feature=110 4 122 99 107 0 67 4 57 110 27
split_gain=0.0669638 0.333757 0.296927 0.384875 0.351837 0.280455 0.374549 0.262074 0.288269 0.525867 0.406773
threshold=0.0016846025246195497 0.0041444667149335155 0.0017376682371832433 0.0014881226234138014 0.0016331639490090313 0.0013146653072908523 0.001792412775103003 0.00747153488919139 0.00066645268816500913 0.0014881226234138014 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 -4 -5 -7 8 9 -1 -11
right_child=1 -3 3 5 -6 6 -8 -9 -10 10 -12
leaf_value=-2.3007958418701534e-05 -0.00025136863150737837 0.0011844330347163521 -0.0046190857321110933 -0.00023201072367248942 0.0014036534312194019 -0.0076512736312136457 -0.00045818017583181941 -0.0016670928869139011 0.0016920539062471403 0.0059331573860262072 0.00021549506542294889
leaf_weight=5690.3376967906952 2122.8713940382004 496.07324051856995 47.32940411567688 48.449017524719238 133.1635354757309 91.11679744720459 36.499611139297485 286.78575325012207 427.34871125221252 96.195702910423279 83.829015254974365
leaf_count=2835 1084 255 24 23 60 60 16 168 175 40 40
internal_value=0 -0.000236224 -0.000520462 -0.00212259 -0.000175647 -0.00411849 -0.00559397 0.000106748 0.000187526 7.79996e-05 0.00327071
internal_weight=0 2975.5 2479.43 356.558 180.493 176.065 127.616 6584.5 6297.71 5870.36 180.025
internal_count=4780 1522 1267 183 84 99 76 3258 3090 2915 80
is_linear=0
shrinkage=0.06


Tree=407
num_leaves=12
num_cat=0
split_feature=79 79 107 68 144 51 51 51 58 7 24
split_gain=0.0701114 0.411767 0.576614 0.591541 0.501421 0.424959 0.421449 0.462434 0.398713 0.376078 0.371073
threshold=0.0022975050378590827 0.0038949446752667431 0.0010263677686452868 0.015675474889576439 0.0023699469165876512 0.0018488886416889729 0.0005375427135732026 0.00096484774257987748 0.0062037324532866487 0.00062670491752214741 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 8 9 -8 -4 -3 -9
right_child=1 6 3 4 -6 -7 7 10 -10 -11 -12
leaf_value=-0.00016864406338743286 0.0031418207130831867 0.001025178659942173 -0.00098570855466642722 0.0005693660610264175 0.0067543877490596803 0.00054067432569174483 0.002060861878790371 -0.0016745365434432337 -0.0063417930392328931 -0.0029244934401919712 0.00012818139095733622
leaf_weight=4602.2816337347031 354.29854881763458 117.621178150177 174.42665112018585 108.43016016483307 83.543964385986328 489.43685030937195 372.78246510028839 497.84424591064453 70.159543633460999 331.07171809673309 2358.102920293808
leaf_count=2541 132 54 85 60 27 230 142 249 50 166 1044
internal_value=0 0.000156553 0.00108328 0.000295659 0.00326099 -0.000479883 -0.000166088 7.336e-05 -0.0025221 -0.00188912 -0.000186066
internal_weight=0 4957.72 1280.3 925.997 191.974 734.023 3677.42 3228.73 244.586 448.693 2855.95
internal_count=4780 2239 584 452 87 365 1655 1435 135 220 1293
is_linear=0
shrinkage=0.06


Tree=408
num_leaves=12
num_cat=0
split_feature=77 0 110 78 107 98 71 12 114 115 20
split_gain=0.0736054 0.226143 0.553972 0.350674 0.255771 0.270038 0.259127 0.209254 0.247474 0.352745 0.21564
threshold=0.016164712607860569 0.0015833032084628942 0.00066645268816500913 0.029773407615721229 0.0019071503775194289 0.0022975050378590827 0.012636432424187662 0.0038949446752667431 0.0066005610860884198 0.019431582652032379 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -7 10 9 -9 -3
right_child=1 4 -4 -5 5 6 -8 8 -10 -11 -12
leaf_value=-6.302615151992622e-05 -0.0015329161936118855 0.0040058756617870391 0.0027366283720468543 -0.0078829488501048761 0.00040147550103674729 -0.0077663556101255768 -0.00053967098212391693 0.0006433070190483603 0.0017515760589247318 -0.0058708622746042032 -0.00047335192287669363
leaf_weight=8361.6602908372879 107.31054675579071 173.43926811218262 82.007069706916809 44.204674601554871 235.71057772636414 32.489378929138184 39.675280809402466 100.49098598957062 290.59222483634949 42.61683976650238 49.802741646766663
leaf_count=4220 61 66 35 29 112 24 22 45 116 26 24
internal_value=0 0.000439778 -0.00123559 -0.00338554 0.000845281 -0.000581741 -0.00379321 0.00151405 0.000745777 -0.00129658 0.00300661
internal_weight=0 1198.34 233.522 151.515 964.817 307.875 72.1647 656.942 433.7 143.108 223.242
internal_count=4780 560 125 90 435 158 46 277 187 71 90
is_linear=0
shrinkage=0.06


Tree=409
num_leaves=12
num_cat=0
split_feature=88 37 17 113 119 35 35 38 12 22 129
split_gain=0.0710505 0.334231 0.38644 0.462316 0.346337 0.348232 0.32177 0.312649 0.319212 0.307016 0.271543
threshold=0.023343417793512348 0.00050559637020342063 0.0038949446752667431 0.00080172589514404546 0.00040826165059115743 0.0026833302108570938 0.0054799309000372895 0.0015833032084628942 0.010180860292166473 0.00043393640953581786 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 7 5 10 -7 8 -3 -5 -2
right_child=1 2 -4 9 -6 6 -8 -9 -10 -11 -12
leaf_value=-5.7980609401070104e-05 0.0014556345560994815 -0.0088886009968673126 0.0025830311796001103 -0.0017214689807051819 -0.0029727153580415165 -0.0021990253018043938 0.0019195481703190487 0.00030425302319987853 -0.0030180711315264054 0.0035809604626436215 0.0064062353800719519
leaf_weight=8492.8902404308319 71.177276730537415 46.678012132644653 101.79376995563507 78.8823401927948 57.925086379051208 91.249027848243713 271.40597641468048 62.169429302215576 116.73567545413971 78.363178610801697 90.72986626625061
leaf_count=4348 27 29 35 40 30 40 100 24 57 25 25
internal_value=0 0.000461455 -0.000702702 -0.00157638 0.00143002 0.00191619 0.000883258 -0.0033172 -0.00469495 0.000920992 0.00422986
internal_weight=0 1067.11 484.622 382.829 582.487 524.562 362.655 225.583 163.414 157.246 161.907
internal_count=4780 432 210 175 222 192 140 110 86 65 52
is_linear=0
shrinkage=0.06


Tree=410
num_leaves=12
num_cat=0
split_feature=4 91 70 67 124 70 7 74 100 147 108
split_gain=0.066343 0.265729 0.389379 0.409258 0.378956 0.356804 0.456778 0.587162 0.458631 0.430626 0.421889
threshold=0.00096484774257987748 0.0042751494329422721 0.0048403022810816774 0.00096484774257987748 0.0012745757703669371 0.0030382014811038975 0.0010918468469753864 0.00082683752407319855 0.0092791137285530585 0.068554218858480467 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 -2 8 10 -9 -8
right_child=1 -3 3 4 -6 -7 7 9 -10 -11 -12
leaf_value=0.00015044342899544412 0.00040759777068467991 0.00059761682754952666 -0.0034429928008327627 -0.004467107995327263 0.0010237973019937765 0.0018050369636276908 -0.0035491496279830823 0.001301896525174439 0.0012686464455312597 -0.0047018428012398604 0.00012282993102143716
leaf_weight=5015.8579230308533 1269.8127465248108 1205.2404398918152 291.31514704227448 57.97602653503418 206.1118175983429 299.23373115062714 535.61629092693329 369.00634360313416 118.50668084621429 48.683128237724304 142.63960433006287
leaf_count=2461 748 545 175 41 81 137 297 152 51 25 67
internal_value=0 -0.000166061 -0.000441725 -0.00189226 -0.000181638 -0.000152294 -0.000388058 -0.00121998 -0.0021752 0.00060214 -0.00277692
internal_weight=0 4544.14 3338.9 555.403 264.088 2783.5 2484.26 1214.45 796.763 417.689 678.256
internal_count=4780 2319 1774 297 122 1477 1340 592 415 177 364
is_linear=0
shrinkage=0.06


Tree=411
num_leaves=12
num_cat=0
split_feature=39 108 95 93 15 62 77 11 17 80 21
split_gain=0.0698019 0.188287 0.197021 0.339627 0.338744 0.257244 0.183612 0.117172 0.111452 0.322014 0.188336
threshold=0.028884131461381916 0.0013986918493174019 0.0011261500185355546 0.0070226341485977182 0.0032328735105693345 0.00046126570669002836 0.0035485138650983576 0.013860232196748258 0.19438949227333072 0.0016846025246195497 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 6 4 -4 -6 7 -3 -1 -10 -11
right_child=1 2 3 -5 5 -7 -8 -9 9 10 -12
leaf_value=-6.8069780071900983e-05 -0.002267992552956689 -0.00060648378826140385 0.0024182379168457497 0.0041385561104745668 -0.0067490745967508908 -0.0010371741511526371 0.0046787022962950882 0.0025149957624401877 0.0047458613291682071 0.0019115221106250427 -0.0035342405820984074
leaf_weight=8855.413014292717 69.172160625457764 76.358062505722046 55.400808691978455 50.220022916793823 46.443901419639587 72.999222278594971 76.775343775749207 99.971824407577515 65.762380242347717 46.627071976661682 44.856066584587097
leaf_count=4508 31 29 19 17 27 32 22 30 23 18 24
internal_value=0 0.00065789 0.00108115 -0.000210409 -0.00145955 -0.00325817 0.00222962 0.00116327 -3.99538e-05 0.00154342 -0.000758647
internal_weight=0 547.341 478.169 225.064 174.844 119.443 253.105 176.33 9012.66 157.246 91.4831
internal_count=4780 207 176 95 78 59 81 59 4573 65 42
is_linear=0
shrinkage=0.06


Tree=412
num_leaves=12
num_cat=0
split_feature=105 27 109 107 68 132 129 40 98 114 149
split_gain=0.0699625 0.204149 0.484331 0.485736 0.465728 0.391807 0.384412 0.314882 0.318017 0.312297 0.308205
threshold=0.00062670491752214741 0.00043393640953581786 0.0021592099219560628 0.00073092587990686308 0.004017772153019906 0.00038414125447161501 0.00017767510871635753 0.013439828064292671 0.0011261500185355546 0.007706565549597145 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 6 -3 -1 -4 8 9 -5 -10
right_child=-2 2 3 7 -6 -7 -8 -9 10 -11 -12
leaf_value=0.00019673919328842097 -9.644518749118347e-05 -0.0017912701248687368 0.0064940621486738893 0.00067778141141777964 0.0027449809412643748 -0.0028867362236167631 0.0015756712864522975 0.0047550250263909332 -0.004394311368243504 0.004645325911894157 -6.5310983805594361e-06
leaf_weight=699.98701143264771 7065.454803943634 400.11164832115173 105.62083160877228 283.32503271102905 102.31293153762817 188.24894320964813 124.80708003044128 64.876877546310425 68.571708798408508 95.493370771408081 361.18963980674744
leaf_count=444 3405 217 36 149 50 108 52 26 47 34 212
internal_value=0 0.000273168 0.000676793 0.00137967 -0.000867515 -0.000456759 0.00383011 0.000733221 0.00041053 0.00167793 -0.000706635
internal_weight=0 2494.55 1606.31 1103.88 502.425 888.236 230.428 873.457 808.58 378.818 429.761
internal_count=4780 1375 823 556 267 552 88 468 442 183 259
is_linear=0
shrinkage=0.06


Tree=413
num_leaves=12
num_cat=0
split_feature=144 2 146 116 143 116 104 95 3 115 114
split_gain=0.0651647 0.343545 0.360799 0.198779 0.0931321 0.261588 0.398345 0.435843 0.389497 0.344062 0.228758
threshold=0.066585760563611998 0.00070876078098081063 0.0041444667149335155 0.00087947337306104611 0.0070226341485977182 0.015200819820165636 0.0056525857653468856 0.0019071503775194289 0.0020932231564074759 0.0038949446752667431 0.007706565549597145
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 10 7 -7 9 -8 -6
right_child=1 -3 -4 -5 5 6 8 -9 -10 -11 -12
leaf_value=0.00017775134856458667 -0.0026114838729057502 0.0029474700870333868 0.0010861027956336866 -0.0085719233938314106 -0.00063838316158654239 0.0046545194436199058 -0.0016278963199241696 -3.5248054906489964e-05 -0.0055787850512456581 0.0038490852211882512 0.00067737476432820653
leaf_weight=5593.2770812511444 45.975679993629456 54.04708456993103 54.281195282936096 35.848219156265259 2687.3331727981567 157.42868936061859 107.31054675579071 130.45608723163605 48.91723895072937 67.116104364395142 578.00878000259399
leaf_count=2851 23 18 20 21 1395 56 61 58 27 24 226
internal_value=0 -0.00109962 -0.00270672 -0.00522284 2.23158e-05 -0.000207891 0.00105413 0.00252933 -0.000847364 0.000479543 -0.000405477
internal_weight=0 190.152 136.105 81.8239 9369.85 3776.57 511.229 287.885 223.344 174.427 3265.34
internal_count=4780 82 64 44 4698 1847 226 114 112 85 1621
is_linear=0
shrinkage=0.06


Tree=414
num_leaves=12
num_cat=0
split_feature=49 144 11 74 124 85 143 116 26 66 59
split_gain=0.0653361 0.074425 0.268759 0.123698 0.101198 0.242953 0.0906414 0.253454 0.339314 0.309801 0.343809
threshold=0.041476719081401832 0.066585760563611998 0.0010263677686452868 0.000490355829242617 0.08153740689158441 0.0053125319536775359 0.0070226341485977182 0.015200819820165636 0.0053125319536775359 0.00050559637020342063 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -6 -1 8 9 10 -8
right_child=-2 2 3 -5 5 -7 7 -9 -10 -11 -12
leaf_value=0.00013678565243734606 0.0017130832166188576 -0.004271667741699227 -0.0015083957952118693 0.0024052365488461363 -0.00087379012509558541 0.0034827315393484879 -0.00076236679738261751 0.00099088496372351075 0.0043671120877954387 -0.0017660770636276539 0.0006971515334613875
leaf_weight=5432.0213302373886 79.482792019844055 66.047431111335754 56.103140830993652 60.34748375415802 88.307468891143799 96.378873467445374 1622.5538105964661 511.22866666316986 51.807857751846313 590.54887819290161 905.17214620113373
leaf_count=2794 24 36 25 19 36 31 835 226 20 312 422
internal_value=0 -1.43622e-05 -0.00121431 0.000519742 9.1899e-06 0.00139967 -1.89889e-05 -0.000248845 -0.000448772 -0.000528784 -0.000239717
internal_weight=0 9480.52 182.498 116.451 9298.02 184.686 9113.33 3681.31 3170.08 3118.27 2527.73
internal_count=4780 4756 80 44 4676 67 4609 1815 1589 1569 1257
is_linear=0
shrinkage=0.06


Tree=415
num_leaves=12
num_cat=0
split_feature=94 38 138 21 45 65 45 126 42 23 67
split_gain=0.0732925 0.230565 0.178564 0.278798 0.242906 0.283129 0.256662 0.351068 0.253381 0.221132 0.344023
threshold=0.0084566329605877417 0.0084566329605877417 0.0037758676335215573 0.0020292587578296666 0.0035485138650983576 0.00077738583786413084 0.0066005610860884198 0.0010918468469753864 0.0013560238294303419 0.0031340263085439806 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 -6 -8 -5 -4 -11
right_child=1 -3 9 4 5 -7 7 -9 -10 10 -12
leaf_value=-7.8494143110699422e-05 -0.00044483722381777086 -0.0027661400144344461 -0.00074115958536047745 0.0013136053223363933 0.0063268802932396869 -0.00012742934022126083 0.0042426848299812565 -0.0017701020403721594 -0.0051647073356209236 7.2099789704351406e-05 0.0044925889917389319
leaf_weight=7815.3160872459412 866.87117958068848 81.406617879867554 97.549427032470703 52.276079177856445 73.182392835617065 127.79957914352417 93.254143953323364 55.919970273971558 37.201943278312683 110.38433611392975 148.83812320232391
leaf_count=3937 454 51 41 24 23 67 36 34 22 45 46
internal_value=0 0.000351615 0.000504209 0.000179342 0.0014101 0.00212304 0.0034165 0.00198871 -0.00137986 0.00169388 0.00261022
internal_weight=0 1744.68 1663.28 1306.51 439.634 350.156 222.357 149.174 89.478 356.772 259.222
internal_count=4780 843 792 660 206 160 93 70 46 132 91
is_linear=0
shrinkage=0.06


Tree=416
num_leaves=12
num_cat=0
split_feature=90 135 96 74 31 12 68 118 100 90 72
split_gain=0.0677215 0.170752 0.185201 0.227344 0.185047 0.315588 0.286196 0.182722 0.221348 0.168553 0.416969
threshold=0.00060774214216507982 0.0018488886416889729 0.00066645268816500913 0.0018488886416889729 0.0081988852471113222 0.00062670491752214741 0.0027679565828293566 0.048151826485991485 0.020035739988088611 0.0011980500421486797 0.019431582652032379
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 -7 8 9 10 -4
right_child=1 4 7 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=5.4841965389350531e-05 4.0487097265871078e-05 0.00047117939704494999 -0.0030595506272244823 -0.0046053621219725675 0.0015866622560172655 -0.00013047159458811372 -0.0064029817274191938 0.0041051577965349135 0.0033194082170865972 0.00073704703538767424 0.0026785061428102469
leaf_weight=8551.4558887481689 92.470521569252014 73.284273147583008 166.22301614284515 64.276425719261169 45.74156928062439 37.619224548339844 86.170122385025024 45.507458567619324 69.640382051467896 264.79017627239227 62.820821285247803
leaf_count=4225 61 45 110 42 21 15 60 19 35 128 19
internal_value=0 -0.000465006 -2.5376e-05 -0.00186461 -0.0018514 -0.00264939 -0.00449678 0.000448028 0.00015267 -0.000293902 -0.00148575
internal_weight=0 1008.54 765.729 156.747 242.815 197.074 123.789 608.982 563.474 493.834 229.044
internal_count=4780 555 414 103 141 120 75 311 292 257 129
is_linear=0
shrinkage=0.06


Tree=417
num_leaves=12
num_cat=0
split_feature=80 54 20 11 114 38 4 22 46 51 94
split_gain=0.0701256 0.299891 0.328805 0.275959 0.371638 0.298865 0.318479 0.310969 0.295158 0.309375 0.272299
threshold=0.0046923852059990176 0.0010585968848317864 0.00038414125447161501 0.004017772153019906 0.0016846025246195497 0.0019672545604407792 0.0005375427135732026 0.00073092587990686308 0.0070226341485977182 0.0038949446752667431 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 8 -8 -10 -5
right_child=1 3 -4 10 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00010056491755868865 0.00015875657906093901 0.0034459847699732571 -0.0027526169131233506 -0.00021820196737964257 0.0030273332099330537 0.0057469458649976879 -0.0016229580485145679 -0.0047761651615114351 -0.00070395545784604529 0.0071226139795077942 0.0024138551957778921
leaf_weight=6912.6270385980606 377.56655967235565 68.052547216415405 221.62382483482361 1174.1763153076172 332.2726217508316 32.906660199165344 142.32420337200165 64.744647145271301 37.670164704322815 35.145887017250061 160.88940989971161
leaf_count=3420 204 32 129 586 134 17 96 46 26 15 75
internal_value=0 0.000262588 -0.000918079 0.000607989 0.00156092 0.000281522 -0.000235378 -0.00113048 -3.33445e-05 0.00307367 9.89885e-05
internal_weight=0 2647.37 599.19 2048.18 713.117 380.844 347.937 279.885 215.14 72.8161 1335.07
internal_count=4780 1360 333 1027 366 232 215 183 137 41 661
is_linear=0
shrinkage=0.06


Tree=418
num_leaves=12
num_cat=0
split_feature=145 131 28 43 116 150 93 44 75 80 125
split_gain=0.0676281 0.294722 0.290805 0.524611 0.34194 0.334173 0.436618 0.274131 0.381926 0.280019 0.266735
threshold=0.00093549740267917525 0.0045489775948226461 0.00017767510871635753 0.0032328735105693345 0.0072436286136507997 0.0041444667149335155 0.00096484774257987748 0.032603342086076743 0.0013146653072908523 0.00075379351619631063 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 -4 6 -3 -1 9 -9 -5
right_child=-2 2 3 10 -6 -7 -8 8 -10 -11 -12
leaf_value=5.4733033374912195e-05 -0.0001061518935710538 0.0015074845007357785 0.00014732009717434265 -0.00080483707655447313 0.003652987197217386 -0.0010395605286883341 0.0074443950790816799 0.0037348909210825113 -0.0071590593548281987 -0.0030995416374224229 -0.0076811248178881384
leaf_weight=2016.0290687084198 6627.5212404727936 95.961592197418213 315.14242959022522 44.387845158576965 146.83300709724426 56.103140830993652 83.309853672981262 35.145887017250061 46.209790706634521 55.919970273971558 37.436053991317749
leaf_count=1027 3372 38 125 20 50 25 25 15 25 34 24
internal_value=0 0.000239908 0.00123985 0.000477253 0.00126155 0.00300172 0.00426645 -0.000121922 -0.00271628 -0.000461866 -0.00395087
internal_weight=0 2932.48 779.174 543.799 461.975 235.375 179.271 2153.3 137.276 91.0659 81.8239
internal_count=4780 1408 307 219 175 88 63 1101 74 49 44
is_linear=0
shrinkage=0.06


Tree=419
num_leaves=12
num_cat=0
split_feature=101 94 108 117 106 73 56 142 47 58 7
split_gain=0.0661583 0.304596 0.281292 0.276443 0.378804 0.299265 0.216347 0.199813 0.117616 0.104262 0.347621
threshold=0.028020657598972324 0.0098710241727530974 0.015200819820165636 0.0095705352723598498 0.0019071503775194289 0.0017376682371832433 0.0003614811430452392 0.0020932231564074759 0.0056525857653468856 0.021960759535431865 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 7 5 -5 8 -2 -6 -1 -11
right_child=1 -3 -4 4 6 -7 -8 -9 -10 10 -12
leaf_value=9.9282803196481983e-05 -0.00053710252969828667 0.002733345150485149 0.002589390437118214 -0.0017855130028196623 -0.0034845519066052403 0.0045967870853169087 -0.0076401578626274745 -0.005697421289593046 0.0005112790752874487 0.00010529965197405733 -0.0028503471018044638
leaf_weight=8286.5432420969009 38.555667400360107 80.001953601837158 57.925086379051208 45.558398723602295 57.273694396018982 63.054931998252869 27.074482440948486 90.231294751167297 49.385460376739502 573.43927609920502 190.95639145374298
leaf_count=4022 23 39 30 30 35 21 20 63 31 356 110
internal_value=0 -0.000665543 -0.0012993 -0.00190623 -0.000712498 0.0019197 -0.00285027 -0.00415255 -0.0016344 3.74328e-05 -0.000633061
internal_weight=0 509.061 429.059 371.134 242.347 108.613 133.734 128.787 106.659 9050.94 764.396
internal_count=4780 292 253 223 137 51 86 86 66 4488 466
is_linear=0
shrinkage=0.06


Tree=420
num_leaves=12
num_cat=0
split_feature=102 147 67 29 18 36 130 141 95 35 35
split_gain=0.064431 0.123655 0.362997 0.0715187 0.299412 0.341059 0.338021 0.356697 0.330562 0.379469 0.353323
threshold=0.045367386192083366 0.011169348377734424 0.00080172589514404546 0.00057154725072905432 0.0054799309000372895 0.022641776129603389 0.00062670491752214741 0.0030382014811038975 0.00099512818269431613 0.0042751494329422721 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 8 9 10 -1
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00061441879044210797 -0.0025109999589128331 -0.003076719771560188 0.0039994383677909029 -3.1482476475249827e-05 0.0032222677056857854 0.0039791062510682882 0.0034204513250108413 -0.0035088379504793835 -0.0023094516754220552 0.0028773980345544519 -0.0058317874330123774
leaf_weight=110.20116555690765 78.699169635772705 70.99410617351532 50.688244342803955 8454.313982963562 127.69769883155823 73.416503548622131 77.477675914764404 135.27053189277649 156.17684555053711 182.68122625350952 42.382729053497314
leaf_count=54 49 36 21 4272 45 25 28 78 77 71 24
internal_value=0 -0.00106456 3.95007e-05 2.27913e-05 0.000529635 8.74538e-05 -0.000318277 -0.000780479 -2.94921e-05 0.00103258 -0.00117612
internal_weight=0 200.382 129.387 9359.62 905.304 777.607 704.19 626.712 491.442 335.265 152.584
internal_count=4780 106 70 4674 402 357 332 304 226 149 78
is_linear=0
shrinkage=0.06


Tree=421
num_leaves=12
num_cat=0
split_feature=141 18 18 5 34 138 55 127 13 86 3
split_gain=0.0661174 0.205722 0.198922 0.171475 0.267333 0.246993 0.331445 0.196909 0.448726 0.226979 0.160837
threshold=0.016668972559273246 0.0021592099219560628 0.0081988852471113222 0.010829726699739696 0.021960759535431865 0.00052132029668428015 0.0005893622583243997 0.013032016810029747 0.0011980500421486797 0.00044738779251929378 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 10 7 5 -5 -7 -1 9 -9 -3
right_child=1 2 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=6.3276269373644818e-05 0.00083874427419406653 -0.00086558318784967175 0.00108632272259771 -0.00067944773983161038 0.0013712161777660009 -0.0056186952968653586 5.0770738083238709e-05 -0.0017789535999481511 0.0029639592980244996 -0.0070094425295726178 -0.0063163056187582022
leaf_weight=7877.3933962583542 804.73210036754608 38.087445974349976 53.863914012908936 284.6484067440033 127.38229787349701 104.8881493806839 57.456864953041077 73.986605286598206 47.563514828681946 50.0877925157547 39.909391522407532
leaf_count=3844 388 19 27 192 74 72 26 51 26 37 24
internal_value=0 0.000478789 -0.00171798 -5.20015e-05 -0.00105358 -0.00174459 -0.00361217 1.94709e-05 -0.00199099 -0.00389046 -0.00365461
internal_weight=0 936.593 131.861 8623.41 574.376 446.993 162.345 8049.03 171.638 124.074 77.9968
internal_count=4780 458 70 4322 364 290 98 3958 114 88 43
is_linear=0
shrinkage=0.06


Tree=422
num_leaves=12
num_cat=0
split_feature=82 49 24 109 97 87 73 40 146 40 106
split_gain=0.0624633 0.31657 0.401305 0.372902 0.271086 0.269992 0.360818 0.524942 0.353185 0.251692 0.321608
threshold=0.00073092587990686308 0.0010585968848317864 0.004017772153019906 0.0013146653072908523 0.0042751494329422721 0.00017767510871635753 0.00042089859198313212 0.0098710241727530974 0.044033329933881767 0.0066005610860884198 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 9 7 -7 -8 -2 -11
right_child=5 2 -4 -5 -6 6 8 -9 -10 10 -12
leaf_value=-3.7724758956595006e-05 6.8901589622441444e-05 -0.0046524146700232596 0.00099078441731573186 -0.0073509257999956499 0.0013873084832545673 -0.00083287403942827211 9.9350177913667826e-06 -0.0060956543131235556 0.0047877420405388936 0.0023043955585643461 -6.5932976986841372e-07
leaf_weight=3562.204226732254 1090.3678901195526 54.098024725914001 93.905535936355591 67.869376659393311 52.927471160888672 589.50079500675201 2995.116289973259 77.162274956703186 56.754532814025879 565.64209234714508 354.4513692855835
leaf_count=1780 599 29 31 41 19 377 1436 57 20 226 165
internal_value=0 -0.00018755 -0.00217307 -0.00387183 -0.00166558 0.000125416 -0.000177449 -0.00144201 9.87862e-05 0.000685593 0.00141641
internal_weight=0 3831 268.8 174.895 107.025 5729 3718.53 666.663 3051.87 2010.46 920.093
internal_count=4780 1900 120 89 48 2880 1890 434 1456 990 391
is_linear=0
shrinkage=0.06


Tree=423
num_leaves=12
num_cat=0
split_feature=80 34 10 80 7 75 44 109 135 63 133
split_gain=0.0641479 0.224099 0.212483 0.353656 0.496141 0.419843 0.271359 0.426978 0.303689 0.273708 0.251368
threshold=0.0046923852059990176 0.02636832278221846 0.00899649551138282 0.0025217677466571335 0.0072436286136507997 0.011169348377734424 0.019431582652032379 0.004017772153019906 0.015200819820165636 0.0019071503775194289 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 5 -5 7 9 10 -4 -9
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00010651656328416812 0.00042959634688546894 -0.0014565531215143855 -0.0023996600681037419 -0.0021305287408279311 -0.0077337279823346747 0.0042161167679907038 -0.0029210156390715686 0.0024816558557169328 0.0058412052453454969 0.00092727827908485117 6.6647417946660335e-06
leaf_weight=5040.9370493888855 2396.9035284519196 250.46931266784668 318.85785090923309 330.33903586864471 50.739184498786926 42.331788897514343 120.61367726325989 190.90545129776001 41.212175488471985 123.50429606437683 653.18652892112732
leaf_count=2390 1217 143 199 202 32 13 69 99 14 62 340
internal_value=0 0.000251147 -9.61833e-05 -0.000642105 -0.00216746 -0.00140961 -0.000196163 5.13805e-05 0.000811974 -0.0014708 0.000566425
internal_weight=0 2647.37 6912.63 1871.69 423.41 372.671 1448.28 1327.67 885.304 442.362 844.092
internal_count=4780 1360 3420 1030 247 215 783 714 453 261 439
is_linear=0
shrinkage=0.06


Tree=424
num_leaves=12
num_cat=0
split_feature=24 128 80 46 9 26 78 105 13 96 116
split_gain=0.0673654 0.251668 0.131069 0.112299 0.0765463 0.287673 0.271285 0.27953 0.324352 0.505353 0.304241
threshold=0.031632266007363803 0.00093549740267917525 0.0022272822679951791 0.0020292587578296666 0.00073092587990686308 0.0012357163941487672 0.00068727668258361529 0.0068083447404205808 0.00087947337306104611 0.0037758676335215573 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -6 -7 8 9 -8 -9
right_child=1 -3 -4 -5 5 6 7 10 -10 -11 -12
leaf_value=-0.00010042446873807173 0.00057986908004619374 -0.004086843236331828 0.0026234515796113712 -0.003520611396030444 0.00051024987787995542 0.0025143282054092288 -0.0011534887979818169 0.0030953268370180363 0.0012343000800672924 -0.0067777165883529337 -0.0020457388503051536
leaf_weight=6098.5619298219681 62.637650728225708 67.635265946388245 55.869030117988586 39.023888826370239 2708.6968778371811 68.052547216415405 128.03368985652924 79.716902732849121 61.049815893173218 104.41992795467377 86.302352786064148
leaf_count=3153 28 39 23 27 1250 32 69 26 25 68 40
internal_value=0 -0.00102552 0.000288854 -0.000994145 2.47365e-05 0.000260595 -0.00102119 -0.00154478 -0.00265776 -0.00367993 0.000422829
internal_weight=0 225.166 157.531 101.662 9334.83 3236.27 527.575 459.523 293.503 232.454 166.019
internal_count=4780 117 78 55 4663 1510 260 228 162 137 66
is_linear=0
shrinkage=0.06


Tree=425
num_leaves=12
num_cat=0
split_feature=106 113 7 76 5 136 86 68 127 11 68
split_gain=0.0688275 0.246426 0.424068 0.273187 0.353195 0.405728 0.220875 0.2198 0.207528 0.207456 0.204202
threshold=0.020035739988088611 0.0011980500421486797 0.00062670491752214741 0.0016331639490090313 0.0016846025246195497 0.00017767510871635753 0.0011615398107096555 0.0079489401541650313 0.0025217677466571335 0.0030382014811038975 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 8 7 -5 -6 -3 -4 -2
right_child=1 3 9 6 5 -7 -8 -9 -10 -11 -12
leaf_value=-5.8425088690145909e-05 -0.0019172889900991575 -0.0037243020658909959 0.0017616952103310564 0.00039695453746062286 0.0056309254126657264 -0.0022322665593532327 0.0046394498423188626 0.00036239923161999875 0.0012753701879228785 0.0060981085874940565 0.0015868374817908952
leaf_weight=8447.4532420635223 106.42504405975342 179.7602573633194 75.706670522689819 224.79949450492859 56.988643527030945 100.59286630153656 54.983527421951294 57.039583683013916 35.848219156265259 83.543964385986328 136.85836672782898
leaf_count=4150 64 120 34 135 22 67 26 33 21 27 81
internal_value=0 0.000443616 0.00162957 -0.000228747 -0.00117784 0.000545239 0.0012307 0.00299549 -0.00289303 0.00403661 5.3947e-05
internal_weight=0 1112.55 402.534 710.013 430.23 214.621 279.783 114.028 215.608 159.251 243.283
internal_count=4780 630 206 424 263 122 161 55 141 61 145
is_linear=0
shrinkage=0.06


Tree=426
num_leaves=12
num_cat=0
split_feature=7 87 1 54 68 115 147 28 101 81 107
split_gain=0.0667779 0.251351 0.303566 0.480974 0.367491 0.332057 0.303372 0.367574 0.26021 0.258496 0.232332
threshold=0.00055427959887310873 0.0026833302108570938 0.00062670491752214741 0.0020292587578296666 0.0058306583669036635 0.0028552538715302949 0.00043393640953581786 0.0022975050378590827 0.00055427959887310873 0.0021592099219560628 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 8 9 -4 -8 -11
right_child=-2 2 6 4 5 -7 7 -9 -10 10 -12
leaf_value=-6.3024803212329843e-05 -0.00011778098203403234 -0.00033389331288956607 0.004755785157499773 0.0079965564747870622 0.00085865672169963274 0.0073463686672820532 0.0006390778655488502 0.0033266397970603987 1.2894133060874102e-05 -0.0069976360615332791 -0.0018451868824540612
leaf_weight=2640.4524700641632 6161.1367403268814 132.79719436168671 72.347830295562744 65.762380242347717 106.42504405975342 38.738837957382202 64.927817702293396 49.802741646766663 98.119528770446777 54.148964881896973 75.34032940864563
leaf_count=1565 2779 78 37 23 64 14 37 24 67 40 52
internal_value=0 0.000213502 0.00117625 0.00249475 0.00427564 0.00258999 8.33734e-05 -0.00127247 0.00202582 -0.0024506 -0.0039998
internal_weight=0 3398.86 758.411 343.723 210.926 145.164 414.687 244.22 170.467 194.417 129.489
internal_count=4780 2001 436 179 101 78 257 153 104 129 92
is_linear=0
shrinkage=0.06


Tree=427
num_leaves=12
num_cat=0
split_feature=68 40 8 106 85 51 4 104 27 20 34
split_gain=0.0622945 0.195397 0.171651 0.114086 0.211422 0.180861 0.113048 0.107633 0.321898 0.109822 0.261142
threshold=0.05109804309904576 0.00060774214216507982 0.0015833032084628942 0.079227816313505187 0.0016331639490090313 0.0068083447404205808 0.0021592099219560628 0.066585760563611998 0.00077738583786413084 0.00055427959887310873 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 5 -5 -3 9 -9 -1 -11
right_child=1 6 -4 4 -6 -7 -8 8 -10 10 -12
leaf_value=0.00022598141137170245 -0.00072600698443848089 -0.0035289883249937262 0.0028095243012430746 -0.0012946990442939392 0.0053338199759503536 0.003606617022825396 0.00048242069146270291 0.0018123486567506422 -0.0061319107340096386 -0.002774033832940683 -0.00011080724730660773
leaf_weight=4599.1861842870712 175.93319571018219 104.41992795467377 68.754879355430603 80.755225896835327 40.978064775466919 40.794894218444824 33.374881625175476 35.614108443260193 37.904275417327881 136.85836672782898 4205.4258753061295
leaf_count=2261 119 68 38 56 12 21 21 19 28 81 2056
internal_value=0 -0.000750246 0.000267442 3.12673e-05 0.00160678 0.00035029 -0.0025574 2.86287e-06 -0.00228352 2.16619e-05 -0.000194746
internal_weight=0 382.483 244.688 9177.52 162.528 121.55 137.795 9014.99 73.5184 8941.47 4342.28
internal_count=4780 246 157 4534 89 77 89 4445 47 4398 2137
is_linear=0
shrinkage=0.06


Tree=428
num_leaves=12
num_cat=0
split_feature=36 117 36 60 51 122 142 82 133 114 58
split_gain=0.0650049 0.286775 0.360776 0.450932 0.319381 0.270162 0.394547 0.335549 0.325669 0.33983 0.283322
threshold=0.0010918468469753864 0.027182282879948619 0.0013986918493174019 0.004017772153019906 0.0034400182776153092 0.00017767510871635753 0.00073092587990686308 0.00073092587990686308 0.0087224207818508166 0.0038949446752667431 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 9 10 -4
right_child=1 -3 5 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00010861064816301358 -0.0018138260880660598 -0.0021561073124071461 0.0078137084622377732 0.0019636289722602695 -0.0065669265916484471 0.00098391739182206194 -0.0021103055335240251 2.8939798739052469e-06 -0.0024964828710764995 0.00072370392642420289 0.0018208727240703014
leaf_weight=6451.191353559494 172.65564572811127 254.29637432098389 52.927471160888672 80.419234871864319 72.164659738540649 956.12485134601593 479.41126978397369 620.77844023704529 74.1697758436203 284.57687652111053 61.283926606178284
leaf_count=3313 91 144 19 32 46 403 250 285 42 128 27
internal_value=0 -0.000225382 -5.33814e-05 -0.00193443 -0.00321488 0.000188503 -0.000294932 -0.00091794 0.0011543 0.0018333 0.00459805
internal_weight=0 3108.81 2854.51 325.24 244.82 2529.27 1573.15 1100.19 472.958 398.788 114.211
internal_count=4780 1467 1323 169 137 1154 751 535 216 174 46
is_linear=0
shrinkage=0.06


Tree=429
num_leaves=12
num_cat=0
split_feature=141 94 5 88 72 28 75 15 140 4 1
split_gain=0.060103 0.190431 0.318641 0.266571 0.165271 0.171482 0.237977 0.167869 0.218384 0.209536 0.177076
threshold=0.016668972559273246 0.0012745757703669371 0.0066005610860884198 0.0023699469165876512 0.030689206905663017 0.004017772153019906 0.0048403022810816774 0.014740333426743748 0.0045489775948226461 0.0049928687512874612 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -3 10 -10
right_child=1 4 -4 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-4.9579966632152625e-05 -0.00081577287296433904 0.0007033203732990849 0.0031477807521356734 -0.0059287241091987184 0.0039844084859535136 -0.0014659203103058176 -0.0012607896426893885 -0.0014223166627236516 0.0072040781346905548 0.00028261358105267486 0.0028828897682105716
leaf_weight=8623.4070278406143 158.23290181159973 159.76979649066925 54.749416708946228 47.797625541687012 60.34748375415802 108.8983815908432 113.56000578403473 49.151349663734436 64.642766833305359 47.095293402671814 72.347830295562744
leaf_count=4322 84 76 24 28 19 64 51 29 24 22 37
internal_value=0 0.000456493 -0.000920784 -0.00200194 0.000987951 0.000694143 0.0011585 0.00185756 0.00232639 0.00373506 0.00492196
internal_weight=0 936.593 260.78 206.031 675.813 615.465 506.567 393.007 343.856 184.086 136.991
internal_count=4780 458 136 112 322 303 239 188 159 83 61
is_linear=0
shrinkage=0.06


Tree=430
num_leaves=12
num_cat=0
split_feature=77 101 109 0 75 114 98 115 71 30 44
split_gain=0.0606787 0.157173 0.291054 0.276235 0.289266 0.235439 0.233653 0.22956 0.410653 0.451208 0.251352
threshold=0.016164712607860569 0.0026012937305495147 0.0092791137285530585 0.0015833032084628942 0.023343417793512348 0.0054799309000372895 0.00043393640953581786 0.00068727668258361529 0.0048403022810816774 0.0031340263085439806 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 4 6 -3 -2 -5 10 -10 -9
right_child=1 2 -4 7 -6 -7 -8 8 9 -11 -12
leaf_value=-5.7224781160929412e-05 -0.0060210455795352497 -0.0022063200879588749 0.0053363161249363631 0.0034087613005251744 0.0025324685556915071 0.0021051904640153629 -0.0010409786901010415 -0.00058717261618008315 0.00011478139552357197 -0.0056996753055389079 0.0022455965667707726
leaf_weight=8361.6602908372879 64.744647145271301 70.108603477478027 60.815705180168152 88.073358178138733 37.619224548339844 130.40514707565308 71.228216886520386 186.61016821861267 126.21174430847168 77.579556226730347 284.94321763515472
leaf_count=4220 46 39 23 34 15 47 38 94 64 50 110
internal_value=0 0.000399298 0.00170045 3.64101e-05 -0.00212399 0.000597693 -0.00341228 0.000527659 0.000151928 -0.00209867 0.00112457
internal_weight=0 1198.34 261.329 937.01 173.592 200.514 135.973 763.418 675.345 203.791 471.553
internal_count=4780 560 109 451 99 86 84 352 318 114 204
is_linear=0
shrinkage=0.06


Tree=431
num_leaves=12
num_cat=0
split_feature=81 81 95 58 23 36 99 78 147 145 27
split_gain=0.0614655 0.138088 0.250333 0.285399 0.273035 0.289344 0.207521 0.235247 0.212017 0.18907 0.26325
threshold=0.00017767510871635753 0.0013146653072908523 0.020658296532928947 0.0035485138650983576 0.00044076706399209803 0.00747153488919139 0.0013146653072908523 0.0011980500421486797 0.0062037324532866487 0.00093549740267917525 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -6 -8 -9 10 -3
right_child=1 9 3 -5 5 -7 7 8 -10 -11 -12
leaf_value=0.00068849474048379765 -0.0046794234038800833 -0.0010029039109685158 -0.0003644292343575183 0.0067512809977067264 -0.00038574265921457811 0.0029049844053010486 -0.0001475122492168984 -0.0023118901786754482 -0.0070144587467003998 -0.00013505783567456791 0.00076924760439403821
leaf_weight=445.06959521770477 64.276425719261169 354.7873603105545 50.270963072776794 34.026273608207703 684.65817475318909 76.358062505722046 103.30031454563141 106.89326548576355 50.973295211791992 5570.1922409534454 2019.1939083337784
leaf_count=263 42 189 28 16 387 29 69 68 34 2770 885
internal_value=0 -3.36183e-05 -0.000641954 0.0025078 -0.000886341 -0.000647826 -0.00093465 -0.00237363 -0.0038303 5.60341e-05 0.000504403
internal_weight=0 9114.93 1170.76 84.2972 1086.46 1022.18 945.825 261.167 157.867 7944.17 2373.98
internal_count=4780 4517 673 44 629 587 558 171 102 3844 1074
is_linear=0
shrinkage=0.06


Tree=432
num_leaves=12
num_cat=0
split_feature=106 107 141 56 122 23 13 36 141 131 99
split_gain=0.0613061 0.215798 0.404052 0.30141 0.406858 0.371355 0.297993 0.342111 0.290752 0.365463 0.289649
threshold=0.00099512818269431613 0.00073092587990686308 0.0018488886416889729 0.00038414125447161501 0.00037263428384903824 0.0056525857653468856 0.0005375427135732026 0.00042089859198313212 0.00046126570669002836 0.0027679565828293566 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 6 -5 7 -1 9 -3 -10
right_child=-2 2 -4 5 -6 -7 -8 -9 10 -11 -12
leaf_value=-0.0003605094181656666 8.945616782722032e-05 -0.0017531837303727364 5.1732648324466045e-05 -0.00045108610425925537 0.0034856702202147242 -0.0064211587935733509 -0.0021770023297002102 0.0026740826781994575 -0.00013747782826755 0.0049764250437084783 -0.004498207868945261
leaf_weight=323.60076534748077 7099.1765066385269 130.32385683059692 700.23088216781616 390.24864828586578 176.56399762630463 41.497226357460022 143.34193646907806 227.95457410812378 73.467443704605103 37.385113835334778 216.20892834663391
leaf_count=155 3598 78 351 175 61 27 73 88 36 13 125
internal_value=0 -0.00025807 -0.000854226 0.000271484 0.000913748 -0.0010249 0.000260258 0.00089367 -0.0022412 -0.000253042 -0.00339224
internal_weight=0 2460.82 1157.62 1303.21 871.461 431.746 694.897 551.555 457.385 167.709 289.676
internal_count=4780 1182 603 579 377 202 316 243 252 91 161
is_linear=0
shrinkage=0.06


Tree=433
num_leaves=12
num_cat=0
split_feature=103 125 86 17 116 148 80 71 9 1 31
split_gain=0.059131 0.185641 0.340265 0.357948 0.310485 0.3047 0.312901 0.248207 0.351119 0.238031 0.21835
threshold=0.00096484774257987748 0.0036604277556762104 0.0012745757703669371 0.0025217677466571335 0.0034400182776153092 0.011519505176693203 0.0046923852059990176 0.004017772153019906 0.0013560238294303419 0.0020932231564074759 0.010500331409275534
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 7 -7 -2 10 -4 -9
right_child=1 2 9 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-6.1706769897149636e-05 -0.0035995299512566995 -0.00074791892406939476 0.0031868641096087177 -0.0065557605629248143 -0.00061978096168457085 0.0017635371568552151 0.0067589822389250908 -0.00022649371786427139 0.0047179343261244721 -0.0011264716030980853 0.0044944064872460962
leaf_weight=8163.9352787733078 43.736453175544739 108.84744143486023 88.724750161170959 58.861529231071472 374.80817127227783 129.28553366661072 69.355331182479858 306.38928294181824 80.419234871864319 95.778421640396118 39.858451366424561
leaf_count=4105 25 53 29 38 191 48 22 177 32 47 13
internal_value=0 0.00036085 -0.000830264 -0.00278632 0.000762751 0.00153726 0.00350769 0.000705196 0.00114646 0.000947745 0.000316955
internal_weight=0 1396.06 352.212 167.709 1043.85 669.044 198.641 470.403 426.667 184.503 346.248
internal_count=4780 675 167 91 508 317 70 247 222 76 190
is_linear=0
shrinkage=0.06


Tree=434
num_leaves=12
num_cat=0
split_feature=89 123 2 131 102 115 144 87 16 47 60
split_gain=0.0625946 0.209952 0.181339 0.242976 0.217692 0.224894 0.139878 0.26599 0.132239 0.168441 0.126317
threshold=0.0070226341485977182 0.00093549740267917525 0.00052132029668428015 0.0033348383149132137 0.0012357163941487672 0.015675474889576439 0.066585760563611998 0.0014881226234138014 0.0010918468469753864 0.0011980500421486797 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 4 -4 5 -3 -1 -8 10 -10 -6
right_child=1 2 3 -5 8 -7 7 -9 9 -11 -12
leaf_value=-1.1768523017171474e-05 0.003092839855758334 0.0010450150102529166 -0.0051770921288514498 0.00035956073313613658 0.0041408818512791981 -0.0052661251259080053 -0.0043748231601995445 0.0012971901061612687 0.0018004083653299938 -0.0029785126581145303 0.0010443170191166192
leaf_weight=8836.5931069850922 100.67415654659271 41.680396914482117 49.385460376739502 67.584325790405273 84.897688508033752 39.675280809402466 72.58194100856781 50.454133629798889 63.289042711257935 45.74156928062439 107.44277715682983
leaf_count=4474 36 18 31 28 28 22 39 19 23 21 41
internal_value=0 0.000593097 8.94726e-05 -0.00197805 0.000721354 -0.00203278 -3.97425e-05 -0.00204887 0.00146484 -0.00020449 0.00241112
internal_weight=0 600.371 499.697 116.97 382.727 81.3557 8959.63 123.036 301.371 109.031 192.34
internal_count=4780 248 212 59 153 40 4532 58 113 44 69
is_linear=0
shrinkage=0.06


Tree=435
num_leaves=12
num_cat=0
split_feature=101 52 82 83 42 102 147 112 59 99 22
split_gain=0.0616533 0.323031 0.285891 0.231502 0.432437 0.262162 0.279303 0.260032 0.228884 0.519796 0.219198
threshold=0.013860232196748258 0.0053125319536775359 0.0020292587578296666 0.013032016810029747 0.0023699469165876512 0.0014427106943912806 0.0013146653072908523 0.00050559637020342063 0.0022975050378590827 0.0068083447404205808 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 7 6 -5 -3 -2 10 -10
right_child=1 3 -4 5 -6 -7 -8 -9 9 -11 -12
leaf_value=4.9116895613759799e-05 0.001532649599859059 -0.0015909336454655871 -0.0030090787625738059 -0.0015159800791840216 0.0072963857967730181 -0.0035280700630203809 0.0041533269604031291 0.0041795223237338979 -0.0067534648035227551 0.0031292264044084257 -0.0014351202450336355
leaf_weight=8660.1201596260071 144.22743916511536 74.1697758436203 229.32888829708099 67.45209538936615 48.866298794746399 67.217984676361084 58.342367649078369 45.273347854614258 55.268578290939331 53.395692586898804 56.337251543998718
leaf_count=4287 70 42 142 48 16 46 23 17 39 23 27
internal_value=0 -0.000472683 -0.00140382 0.00091519 0.00254156 -0.000503029 0.00111339 0.000596282 -0.00021333 -0.00173949 -0.00406883
internal_weight=0 899.88 538.558 361.322 168.309 193.012 125.794 119.443 309.229 165.002 111.606
internal_count=4780 493 301 192 75 117 71 59 159 89 66
is_linear=0
shrinkage=0.06


Tree=436
num_leaves=12
num_cat=0
split_feature=78 28 36 47 36 73 77 121 1 109 33
split_gain=0.0623081 0.279096 0.304569 0.328871 0.393976 0.264589 0.299698 0.236073 0.199825 0.192646 0.352086
threshold=0.0011980500421486797 0.0062037324532866487 0.00017767510871635753 0.024066280573606495 0.00047558375808876013 0.055838862434029586 0.0020292587578296666 0.04273676127195359 0.00093549740267917525 0.0092791137285530585 0.022641776129603389
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -4 6 -6 -2 -9 -1 -11
right_child=7 -3 3 -5 5 -7 -8 8 -10 10 -12
leaf_value=-0.00060635678756130399 -3.4748456990674848e-05 -0.0029755060599670228 0.0058503700565858347 -0.0017159136059740753 0.0017490683243513139 0.0053184931177193209 -0.0030246570682624747 -0.0011098347584207813 -0.0062759227841571539 0.001303438913937408 -0.0031573269005952709
leaf_weight=811.40967071056366 7401.2184963226318 89.763073325157166 93.254143953323364 83.22856342792511 207.56742203235626 52.45924973487854 61.334866762161255 93.305084109306335 37.904275417327881 556.62448489665985 71.930549025535583
leaf_count=519 3516 59 36 56 104 15 38 47 28 318 44
internal_value=0 0.000295239 0.000446746 0.00172603 0.00241696 0.00142063 0.000660213 -7.94722e-05 -0.00260223 4.45427e-06 0.000792958
internal_weight=0 2027.57 1937.81 497.844 414.616 321.362 268.902 7532.43 131.209 1439.96 628.555
internal_count=4780 1189 1130 249 193 157 142 3591 75 881 362
is_linear=0
shrinkage=0.06


Tree=437
num_leaves=12
num_cat=0
split_feature=72 73 66 22 129 58 78 84 61 44 143
split_gain=0.0630613 0.295165 0.260607 0.260222 0.221666 0.216346 0.344386 0.268591 0.354878 0.265997 0.277322
threshold=0.0028552538715302949 0.00042089859198313212 0.0035485138650983576 0.0013146653072908523 0.0018488886416889729 0.0011615398107096555 0.010500331409275534 0.0019071503775194289 0.0054799309000372895 0.001792412775103003 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 -5 7 -7 -1 -9 -8 -11
right_child=1 -3 -4 4 -6 6 9 8 -10 10 -12
leaf_value=-0.00028623723011550635 -0.00090539578345837763 2.1079341140800713e-05 0.002892011411448864 -0.0071906440293883732 -0.00061289722627718725 1.3653202469890207e-05 0.0026892302365270578 -0.0069913511207514 -0.00050926193321010674 0.0019973620297741969 -0.0019146816384950634
leaf_weight=907.29973268508911 520.90849614143372 5044.1831792593002 123.97251749038696 47.380344271659851 30.199211955070496 2143.493726849556 355.98826396465302 52.795240759849548 71.696438312530518 139.69804537296295 122.38468265533447
leaf_count=493 277 2217 66 35 15 1313 157 39 42 63 63
internal_value=0 -0.000128397 0.000184949 -0.00138822 -0.00463014 9.64778e-05 0.000373448 -0.000644825 -0.00325823 0.00162123 0.000170556
internal_weight=0 5642.67 3917.33 598.488 77.5796 3793.36 2761.56 1031.79 124.492 618.071 262.083
internal_count=4780 2544 2236 327 50 2170 1596 574 81 283 126
is_linear=0
shrinkage=0.06


Tree=438
num_leaves=12
num_cat=0
split_feature=131 99 100 126 24 61 18 84 102 94 146
split_gain=0.0604203 0.221412 0.167825 0.14933 0.248073 0.212324 0.0819427 0.330968 0.448024 0.420715 0.410908
threshold=0.068554218858480467 0.00050559637020342063 0.00085274505545385193 0.0014881226234138014 0.0015833032084628942 0.0021592099219560628 0.00043393640953581786 0.0005375427135732026 0.0014427106943912806 0.020658296532928947 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 -6 -1 8 -8 -10 -9
right_child=1 3 -4 -5 5 -7 7 10 9 -11 -12
leaf_value=-0.00013431013796246942 -0.0010241019292352939 0.0015919780818244151 -0.0060109080880423266 0.0027085708735534631 -0.00069768249201858552 -0.0059168761828732744 -7.2823353389847242e-05 -0.0040801221491097561 0.0018650078358818207 -0.003880600887605049 -0.00014856775097604115
leaf_weight=4949.0073494911194 56.103140830993652 103.38160479068756 42.850950479507446 62.169429302215576 88.775690317153931 41.02900493144989 1222.8085033893585 101.01014757156372 1023.8923476934433 48.031736254692078 1820.9399746656418
leaf_count=2640 25 38 28 24 40 23 600 60 422 30 850
internal_value=0 -0.00072724 -0.00318358 9.57177e-05 -0.000600891 -0.00234738 3.1286e-05 0.000225642 0.000712121 0.00160755 -0.000355195
internal_weight=0 394.31 98.9541 295.356 233.186 129.805 9165.69 4216.68 2294.73 1071.92 1921.95
internal_count=4780 178 53 125 101 63 4602 1962 1052 452 910
is_linear=0
shrinkage=0.06


Tree=439
num_leaves=12
num_cat=0
split_feature=114 138 9 147 34 34 25 77 58 128 40
split_gain=0.0585128 0.193721 0.199143 0.305816 0.309422 0.279309 0.24009 0.38319 0.215143 0.354078 0.203279
threshold=0.017188700847327713 0.00039601318712811922 0.00017767510871635753 0.068554218858480467 0.00017767510871635753 0.0012745757703669371 0.014293605927377941 0.0023699469165876512 0.0020932231564074759 0.0098710241727530974 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 10 7 -6 9 -4 -5
right_child=1 2 8 5 6 -7 -8 -9 -10 -11 -12
leaf_value=-4.9809778552739751e-05 0.0029000766563210775 -0.0067317404011758382 0.0019437818049183294 0.00068514756982038358 0.00051263096827530502 -0.001874859921500281 0.0007139330192595289 -0.0064900578916859955 0.0028408781931199959 -0.003395054104709856 0.0051186187140963013
leaf_weight=8592.4957237243652 103.1474940776825 41.497226357460022 114.86278975009918 91.90041983127594 54.281195282936096 80.653345584869385 123.45335590839386 58.39330780506134 163.49497783184052 73.233332991600037 62.586710572242737
leaf_count=4396 36 27 41 35 20 34 51 34 55 34 17
internal_value=0 0.000442365 0.000149076 -0.000605056 -0.00195357 0.000987108 -0.00111386 -0.0031165 0.00124891 -0.00013484 0.00248126
internal_weight=0 967.504 864.357 512.766 277.625 235.14 236.128 112.675 351.591 188.096 154.487
internal_count=4780 384 348 218 132 86 105 54 130 75 52
is_linear=0
shrinkage=0.06


Tree=440
num_leaves=12
num_cat=0
split_feature=72 8 112 108 145 79 87 0 140 63 131
split_gain=0.059442 0.256268 0.226337 0.298175 0.443194 0.426294 0.474186 0.410555 0.358217 0.454542 0.400435
threshold=0.0028552538715302949 0.014293605927377941 0.00057154725072905432 0.0038949446752667431 0.0030382014811038975 0.0026012937305495147 0.0020292587578296666 0.0038949446752667431 0.00017767510871635753 0.0079489401541650313 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 7 6 8 -5 -1 10 -10
right_child=-2 -3 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=0.0019889036532622709 -0.00012465839354976958 -0.0016500975201103997 -0.000347799365277261 0.0036138331123272351 0.0001218000878860366 0.0021478326402388022 0.0021480451531395886 6.0682602969078021e-05 -0.0014894142700574158 0.0033588242985639798 -0.0058996582812366315
leaf_weight=116.31839418411255 5642.6712316274643 257.47204399108887 1247.6545890569687 394.12665009498596 516.11464154720306 276.22042107582092 198.09135317802429 166.53841710090637 598.92592370510101 61.283926606178284 84.582287549972534
leaf_count=64 2544 150 770 187 310 120 97 81 373 27 57
internal_value=0 0.000179563 0.00030828 0.000647621 0.00139051 4.86116e-05 -0.000498827 0.00255842 -0.00110772 -0.00159133 -0.00203517
internal_weight=0 3917.33 3659.86 2412.2 1076.78 1335.42 1059.2 560.665 861.111 744.792 683.508
internal_count=4780 2236 2086 1316 578 738 618 268 521 457 430
is_linear=0
shrinkage=0.06


Tree=441
num_leaves=12
num_cat=0
split_feature=78 28 97 18 68 107 19 107 45 40 81
split_gain=0.0601927 0.241851 0.323489 0.33418 0.257617 0.196153 0.392723 0.469105 0.3232 0.236658 0.23495
threshold=0.0011980500421486797 0.0062037324532866487 0.00082683752407319855 0.0031340263085439806 0.004017772153019906 0.00244467705488205 0.02636832278221846 0.0027679565828293566 0.004017772153019906 0.0014427106943912806 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 8 7 -7 -1 -9 -11
right_child=-2 -3 3 -5 -6 6 -8 9 -10 10 -12
leaf_value=-0.00028822216776976345 -7.8111494239609754e-05 -0.0027545084915184519 0.0032829957324113234 0.0067371043559039815 -0.00017335193556598558 0.0066531940616865771 0.0048027347784957023 0.00050033872842720258 -0.0045910912223023435 0.0017706410654034176 -0.0028478948966642772
leaf_weight=486.51588141918182 7532.4278558492661 89.763073325157166 138.05927038192749 47.512574672698975 177.36821007728577 39.207059383392334 72.765111565589905 683.89514243602753 72.164659738540649 51.858797907829285 168.46224296092987
leaf_count=279 3591 59 49 15 89 18 30 465 46 31 108
internal_value=0 0.000290184 0.00043122 0.00204606 0.00133945 5.9068e-05 0.00055557 0.000227991 -0.000844023 -5.06076e-05 -0.00176079
internal_weight=0 2027.57 1937.81 362.94 315.427 1574.87 1016.19 943.423 558.681 904.216 220.321
internal_count=4780 1189 1130 153 138 977 652 622 325 604 139
is_linear=0
shrinkage=0.06


Tree=442
num_leaves=12
num_cat=0
split_feature=6 74 147 109 50 85 115 43 88 75 116
split_gain=0.0635807 0.152504 0.230091 0.170811 0.26672 0.20392 0.224647 0.218731 0.199903 0.170172 0.123615
threshold=0.00055427959887310873 0.00082683752407319855 0.0053125319536775359 0.011519505176693203 0.00017767510871635753 0.0063990866765379914 0.019431582652032379 0.00085274505545385193 0.04273676127195359 0.0095705352723598498 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 7 -7 9 -3 -6 -8
right_child=1 3 -4 -5 5 6 10 -9 -10 -11 -12
leaf_value=-4.5742332045218534e-05 -0.0010822632084585703 -0.0046355239273279487 0.0041059315175361079 -0.0022570717004177852 0.00049520214913019456 0.0043027644763433915 0.0017915784190803636 0.0016999687371659401 0.00091113194038166905 -0.004807267072779349 -0.0019827190586696533
leaf_weight=8791.6861002445221 46.678012132644653 56.154080986976624 90.31258499622345 92.185470700263977 38.321556687355042 108.97967183589935 113.97728705406189 88.073358178138733 40.092562079429626 50.50507378578186 43.034121036529541
leaf_count=4439 29 36 32 48 21 33 44 34 15 30 19
internal_value=0 0.000523422 0.00233811 0.000129653 0.000537751 0.00115987 0.00220981 -0.000418838 -0.00232501 -0.00251968 0.000757109
internal_weight=0 768.314 136.991 631.323 539.138 442.891 265.991 176.9 96.2466 88.8266 157.011
internal_count=4780 341 61 280 232 181 96 85 51 51 63
is_linear=0
shrinkage=0.06


Tree=443
num_leaves=12
num_cat=0
split_feature=45 72 128 47 105 116 68 35 11 3 143
split_gain=0.0581837 0.119655 0.102581 0.0761097 0.196765 0.155192 0.0770677 0.178533 0.224473 0.321936 0.186961
threshold=0.074787221848964705 0.0020932231564074759 0.00080172589514404546 0.10820819064974786 0.00017767510871635753 0.0044099434744566688 0.033603202551603324 0.0014427106943912806 0.0016846025246195497 0.00096484774257987748 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 5 -5 -1 8 -8 -10 -9
right_child=1 -3 -4 4 -6 -7 7 10 9 -11 -12
leaf_value=3.6224637723267569e-05 -0.001154732217956683 -0.0034002326755165828 0.0026792403011895883 0.00079701494741484771 -0.0014328442928483386 0.006109519418501414 -0.0017540413087161798 -0.00069274911846973651 -0.00016701461953835025 0.006185866456154673 -0.0053539722848945136
leaf_weight=8864.3081513643265 85.284619688987732 55.034467577934265 35.614108443260193 41.497226357460022 51.441516637802124 37.85333526134491 126.31362462043762 72.816051721572876 94.709748387336731 41.212175488471985 53.914854168891907
leaf_count=4341 63 37 19 27 38 17 86 41 59 14 38
internal_value=0 -0.00108105 -2.53282e-05 2.02676e-05 0.00145752 0.00333129 -4.75241e-08 -0.000826668 6.69466e-05 0.00175921 -0.00267576
internal_weight=0 175.933 120.899 9384.07 130.792 79.3506 9253.27 388.966 262.236 135.922 126.731
internal_count=4780 119 82 4661 82 44 4579 238 159 73 79
is_linear=0
shrinkage=0.06


Tree=444
num_leaves=12
num_cat=0
split_feature=82 49 91 45 144 87 111 28 29 116 41
split_gain=0.0608419 0.263047 0.268166 0.357169 0.360471 0.236166 0.347275 0.233189 0.504816 0.380668 0.337133
threshold=0.00073092587990686308 0.0010585968848317864 0.0016331639490090313 0.000490355829242617 0.0072436286136507997 0.00017767510871635753 0.0042751494329422721 0.0015833032084628942 0.021960759535431865 0.0044099434744566688 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2 7 -7 9 -9 -11
right_child=5 2 -4 4 -6 6 -8 8 -10 10 -12
leaf_value=-4.8526393728061035e-05 0.000647689870795252 -0.00077720227356947106 0.00048057973161412781 -0.0027453729709438967 -0.010751817361172823 -0.0006211551947124459 0.0047410427054654916 0.0015882737687730182 -0.0034586942905865336 -0.0013801077725050358 0.0016388443187001684
leaf_weight=3562.204226732254 2010.4613517522812 87.421966195106506 99.320432424545288 45.74156928062439 36.316440582275391 2189.458576798439 51.339636325836182 746.18597209453583 115.24972093105316 421.66935396194458 194.63063263893127
leaf_count=1780 990 39 35 21 25 1188 16 321 76 211 78
internal_value=0 -0.0001851 -0.00199501 -0.00344578 -0.00628879 0.000123777 -0.000159481 -0.000228087 0.000354295 0.000676827 -0.000426708
internal_weight=0 3831 268.8 169.48 82.058 5729 3718.53 3667.19 1477.74 1362.49 616.3
internal_count=4780 1900 120 85 46 2880 1890 1874 686 610 289
is_linear=0
shrinkage=0.06


Tree=445
num_leaves=12
num_cat=0
split_feature=105 7 117 7 67 45 14 58 23 144 93
split_gain=0.0638547 0.266108 0.323285 0.348397 0.548816 0.33512 0.404986 0.378874 0.317094 0.340497 0.313927
threshold=0.00073092587990686308 0.020035739988088611 0.0012357163941487672 0.0022975050378590827 0.00017767510871635753 0.0045489775948226461 0.00040826165059115743 0.013860232196748258 0.0049928687512874612 0.00017767510871635753 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4 8 9 -8 -10
right_child=-2 -3 3 4 -6 -7 7 -9 10 -11 -12
leaf_value=-0.00088686978676520993 -9.8906280473403879e-05 0.0038071283643007197 -4.7791066227920904e-05 -0.0079084637278827117 -8.2238140920036946e-05 -4.0519164656560497e-05 0.0043648641680186255 -0.00088157781004993266 0.0023586840226773177 -0.0011149215805830476 0.0061996388193308431
leaf_weight=776.37542402744293 6795.4329017400742 73.416503548622131 329.68764388561249 42.61683976650238 132.69531404972076 839.68505680561066 70.291774034500122 94.241526961326599 142.4054936170578 97.366256475448608 165.7851448059082
leaf_count=431 3264 25 207 26 56 507 30 55 65 50 64
internal_value=0 0.000243116 0.000145887 0.000564635 -0.00198472 0.000821573 0.00162609 0.00259411 0.00328246 0.00118252 0.00442485
internal_weight=0 2764.57 2691.15 1914.78 175.312 1739.46 899.778 570.09 475.849 167.658 308.191
internal_count=4780 1516 1491 1060 82 978 471 264 209 80 129
is_linear=0
shrinkage=0.06


Tree=446
num_leaves=12
num_cat=0
split_feature=43 128 34 17 142 70 134 107 101 144 22
split_gain=0.0582982 0.1456 0.0860599 0.248142 0.219491 0.350075 0.275584 0.254931 0.238138 0.212627 0.320357
threshold=0.11438806727528573 0.00017767510871635753 0.0046923852059990176 0.19438949227333072 0.021960759535431865 0.0010918468469753864 0.00017767510871635753 0.0027679565828293566 0.00064626874518580746 0.00060774214216507982 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 9 6 8 -7 -6 -4 -11
right_child=1 -3 4 -5 5 7 -8 -9 -10 10 -12
leaf_value=-0.0002729763668703334 0.00012818270075464343 0.004724759033871445 0.00050619434441142512 0.0028327023237656166 0.0059890056946796796 -0.0029360600236913283 -0.00078741576478681067 0.0012627034895966276 0.002059031897050108 -0.00020838934083606864 -0.0038677575325622151
leaf_weight=4401.1360112428665 103.06620383262634 32.672549486160278 1867.0587151050568 94.607868075370789 93.020033240318298 90.363525152206421 64.69370698928833 122.80196392536163 137.64198911190033 2463.6934018135071 89.243911743164062
leaf_count=2270 67 15 1001 37 34 43 35 56 56 1122 44
internal_value=0 0.00123459 -1.77819e-05 -0.000207621 0.000155387 0.00133586 0.00267327 -0.000517205 0.00364389 1.95732e-05 -0.000336311
internal_weight=0 135.739 9424.26 4495.74 4928.52 508.521 295.356 213.165 230.662 4420 2552.94
internal_count=4780 82 4698 2307 2391 224 125 99 90 2167 1166
is_linear=0
shrinkage=0.06


Tree=447
num_leaves=12
num_cat=0
split_feature=6 74 141 85 127 77 68 55 118 90 129
split_gain=0.0593782 0.138275 0.191571 0.185541 0.249652 0.138357 0.119545 0.208856 0.213997 0.124824 0.104048
threshold=0.00055427959887310873 0.00073092587990686308 0.0030382014811038975 0.0063990866765379914 0.0025217677466571335 0.010500331409275534 0.0014881226234138014 0.0063990866765379914 0.00075379351619631063 0.00017767510871635753 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 4 5 -3 9 8 -8 -5 -1
right_child=1 3 -4 6 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00013324619779010524 6.1804965599070259e-05 -0.0012451892086593947 0.0046628366581115115 0.0041959144994182275 0.0015591261524243595 -0.0048680078704254389 0.003557679397720503 -0.0025443824521258103 -0.00087642065417571028 0.00065173647194401705 -0.00028430015264026986
leaf_weight=5055.3511033058167 67.401155233383179 124.62390947341919 63.054931998252869 69.355331182479858 87.656076908111572 54.566246151924133 79.716902732849121 70.99410617351532 77.060394644737244 73.884724974632263 3736.3349969387054
leaf_count=2735 37 61 21 22 41 33 26 36 35 29 1704
internal_value=0 0.000505828 0.00228568 0.000141809 -0.00106482 -0.00234839 0.00100966 0.000155567 0.0013782 0.00236779 -4.42048e-05
internal_weight=0 768.314 130.456 637.858 266.846 179.19 371.011 227.771 156.777 143.24 8791.69
internal_count=4780 341 58 283 135 94 148 97 61 51 4439
is_linear=0
shrinkage=0.06


Tree=448
num_leaves=12
num_cat=0
split_feature=73 109 96 77 94 20 68 10 107 51 1
split_gain=0.0610298 0.241939 0.303129 0.205678 0.203238 0.33843 0.267545 0.28648 0.245145 0.237244 0.231206
threshold=0.013032016810029747 0.016668972559273246 0.0062037324532866487 0.0023699469165876512 0.0012745757703669371 0.0036604277556762104 0.0020292587578296666 0.0023699469165876512 0.004017772153019906 0.0068083447404205808 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 8 7 9 -2 -6 -9
right_child=1 2 -4 -5 6 -7 -8 10 -10 -11 -12
leaf_value=-7.5764543813393502e-05 0.00056936509596622689 -0.0013697825220021866 0.0018682277759559721 -0.0076447196722203362 0.0013078323259282062 -0.0038668505051126186 0.0018411751351691233 -0.0056467157753015973 -0.0033030987355713586 -0.0030323529910835124 0.00010166822315944144
leaf_weight=7649.3889520168304 569.70326471328735 36.499611139297485 39.858451366424561 38.789778113365173 322.97972345352173 84.765458106994629 598.68098294734955 52.744300603866577 65.630149841308594 52.744300603866577 48.214906811714172
leaf_count=3988 229 16 13 25 118 48 223 28 43 28 21
internal_value=0 0.000303334 -0.00236278 -0.00460269 0.000474318 -0.000305776 0.000996695 -6.39128e-05 0.000169338 0.000698555 -0.00290147
internal_weight=0 1910.61 115.148 75.2894 1795.46 720.099 1075.36 476.683 635.333 375.724 100.959
internal_count=4780 792 54 41 738 320 418 195 272 146 49
is_linear=0
shrinkage=0.06


Tree=449
num_leaves=12
num_cat=0
split_feature=105 64 88 51 112 28 55 102 102 108 7
split_gain=0.0595427 0.225733 0.225254 0.210251 0.35844 0.254271 0.220818 0.205118 0.200759 0.302555 0.292176
threshold=0.00062670491752214741 0.00038414125447161501 0.030689206905663017 0.016164712607860569 0.00046126570669002836 0.0005893622583243997 0.0022272822679951791 0.0036604277556762104 0.00073092587990686308 0.0098710241727530974 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 6 5 -5 8 -3 -1 -10 -11
right_child=-2 2 -4 4 -6 -7 -8 -9 9 10 -12
leaf_value=0.00083479355581193837 -8.8973804351175621e-05 -0.0071977854946288465 0.0005520472679800681 0.0022817552506053038 0.0056720589513213513 -0.0036891857170439674 0.0027757831681427727 -0.0015507431261841183 -0.0010556996586054143 0.00030161234191558898 0.004953820693262014
leaf_weight=795.84672331809998 7065.454803943634 37.904275417327881 79.767842888832092 75.940781235694885 71.645498156547546 38.789778113365173 116.9188460111618 59.512921214103699 814.93109142780304 346.7668958902359 56.520422101020813
leaf_count=460 3405 28 37 36 31 25 48 33 454 205 18
internal_value=0 0.000252006 -0.00181212 0.000409829 0.00234232 0.000263013 0.000240813 -0.00374796 9.36546e-05 -0.000390522 0.000953616
internal_weight=0 2494.55 177.185 2317.36 186.376 114.731 2130.98 97.4172 2014.07 1218.22 403.287
internal_count=4780 1375 98 1277 92 61 1185 61 1137 677 223
is_linear=0
shrinkage=0.06


Tree=450
num_leaves=12
num_cat=0
split_feature=28 50 114 106 75 141 132 128 108 61 95
split_gain=0.0591934 0.13288 0.168513 0.0848846 0.195258 0.363013 0.345297 0.315786 0.443613 0.424781 0.476031
threshold=0.040252277627587325 0.0045489775948226461 0.007706565549597145 0.00099512818269431613 0.0054799309000372895 0.0013986918493174019 0.011880517937242987 0.00070876078098081063 0.0068083447404205808 0.0011615398107096555 0.020658296532928947
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 7 -7 9 -9 10 -5
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00033179335391762761 0.00045193203667362458 -0.0013313857490574294 0.0052805392495873186 -0.0025672418356155963 0.00057722909163242199 -0.00044043102025774364 -0.0060411094836854678 0.0024475431295750728 -0.00037589118098549357 0.00076300927719451586 0.0042416007126388168
leaf_weight=2351.3245396614075 66.932933807373047 52.978411316871643 42.565899610519409 326.74608492851257 2052.314089179039 3092.8499575853348 40.143502235412598 536.19615268707275 319.82464385032654 636.44326794147491 41.680396914482117
leaf_count=1134 33 30 15 203 851 1711 26 228 165 366 18
internal_value=0 0.00113545 0.00232897 -1.96313e-05 8.45376e-05 -0.000117942 -0.000512193 0.00054582 0.00139266 -0.000175577 -0.00179695
internal_weight=0 162.477 109.499 9397.52 7046.2 4993.88 3132.99 1860.89 856.021 1004.87 368.426
internal_count=4780 78 48 4702 3568 2717 1737 980 393 587 221
is_linear=0
shrinkage=0.06


Tree=451
num_leaves=12
num_cat=0
split_feature=128 19 113 143 17 83 150 30 149 73 99
split_gain=0.0623301 0.21566 0.304106 0.329855 0.30503 0.251751 0.300453 0.530087 0.320097 0.299589 0.354194
threshold=0.0014427106943912806 0.086341444402933135 0.0084566329605877417 0.002945306478068233 0.040252277627587325 0.018276390619575981 0.0019672545604407792 0.00096484774257987748 0.00085274505545385193 0.016668972559273246 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 9 8 -8 -7 10 -2
right_child=1 -3 3 -5 -6 6 7 -9 -10 -11 -12
leaf_value=0.00014194925368292988 -0.0015229351995407095 -0.0037330440793847701 0.00060954823643286939 -0.0049741112972729934 0.0026609521820900356 0.00089392856954888732 -0.0045102666829073181 0.0024785258191535602 -0.0030861369033581038 0.00039528859769942878 5.8758660216196514e-05
leaf_weight=5144.0249133110046 1100.240650177002 60.164313197135925 64.225485563278198 93.590134978294373 147.53533923625946 196.03529691696167 43.085061192512512 419.27730667591095 115.66700220108032 1226.5943849086761 949.55999135971069
leaf_count=2753 546 28 31 60 56 90 30 180 69 495 442
internal_value=0 -0.000165352 -0.000116074 -0.00270176 -1.88698e-05 -0.000116481 0.000856701 0.00182728 -0.000583001 -0.000346399 -0.000790223
internal_weight=0 4415.97 4355.81 157.816 4198 4050.46 774.065 462.362 311.702 3276.4 2049.8
internal_count=4780 2027 1999 91 1908 1852 369 210 159 1483 988
is_linear=0
shrinkage=0.06


Tree=452
num_leaves=12
num_cat=0
split_feature=100 147 27 114 124 101 110 1 35 93 3
split_gain=0.0571508 0.180169 0.390792 0.224244 0.245768 0.220818 0.422386 0.277976 0.334779 0.262394 0.429338
threshold=0.00057154725072905432 0.05109804309904576 0.0026012937305495147 0.017188700847327713 0.036783467978239066 0.0042751494329422721 0.0021592099219560628 0.016164712607860569 0.020035739988088611 0.0014881226234138014 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 -2 7 8 9 10 -7
right_child=1 2 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00024908063410216232 0.00018189716361776789 -1.3137468136853546e-05 -0.0054824052875039036 -0.007642769369268978 0.0010160157151839207 -0.0035639835743196198 0.00058843881585708788 0.0018068064164810658 0.0029876740470645589 -0.0008837612445208923 0.0028603252263291329
leaf_weight=2462.1467471122742 5069.6405467987061 258.57106733322144 42.61683976650238 42.382729053497314 41.212175488471985 410.20875906944275 638.42779397964478 89.478022456169128 51.807857751846313 412.29516541957855 41.212175488471985
leaf_count=1225 2519 96 26 24 14 261 309 46 20 226 14
internal_value=0 -8.64026e-05 -0.00134904 -0.00408593 -0.00228764 -1.403e-05 -0.000618425 -0.00138508 -0.00169704 -0.00197804 -0.00297748
internal_weight=0 7097.85 384.783 126.212 83.829 6713.07 1643.43 1005 915.524 863.716 451.421
internal_count=4780 3555 160 64 40 3395 876 567 521 501 275
is_linear=0
shrinkage=0.06


Tree=453
num_leaves=12
num_cat=0
split_feature=128 113 119 70 44 97 61 63 113 8 1
split_gain=0.0551524 0.255119 0.419715 0.338446 0.244432 0.208219 0.434633 0.688166 0.384445 0.393516 0.336029
threshold=0.0014427106943912806 0.0084566329605877417 0.00017767510871635753 0.0035485138650983576 0.0044099434744566688 0.00073092587990686308 0.00075379351619631063 0.0014881226234138014 0.0030382014811038975 0.0053125319536775359 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 -1 7 -7 10 -10 -8
right_child=1 2 3 -5 -6 6 8 -9 9 -11 -12
leaf_value=-3.5384145737152136e-05 -6.7744405285084363e-05 -0.0022768142104739662 -0.0035009789064747695 0.0042848620334310777 -0.0090230353626732096 0.0067786731967101228 -0.0041376909567765194 0.00032386834532358168 -0.00048828787624175386 0.0038269607317266341 8.8623522433346619e-05
leaf_weight=4301.7754687070847 4258.1593458652496 38.321556687355042 39.023888826370239 41.446286201477051 39.023888826370239 105.62083160877228 104.83720922470093 136.05415427684784 155.05723214149475 149.35728478431702 191.32273256778717
leaf_count=2372 1936 21 27 16 27 36 61 53 78 61 92
internal_value=0 -0.00015554 -0.00252443 0.00050913 -0.00568055 0.000133526 0.000996233 0.00314485 0.000131613 0.00162894 -0.00140744
internal_weight=0 4415.97 157.816 80.4702 77.3454 5144.02 842.249 241.675 600.574 304.415 296.16
internal_count=4780 2027 91 43 48 2753 381 89 292 139 153
is_linear=0
shrinkage=0.06


Tree=454
num_leaves=12
num_cat=0
split_feature=4 91 50 0 118 59 124 59 59 39 75
split_gain=0.0576728 0.409147 0.312672 0.323459 0.292489 0.395455 0.253339 0.210318 0.608227 0.425272 0.364163
threshold=0.00017767510871635753 0.0049928687512874612 0.00017767510871635753 0.00017767510871635753 0.0011261500185355546 0.0016846025246195497 0.00017767510871635753 0.0038949446752667431 0.0034400182776153092 0.0027679565828293566 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -3 -4 8 9 -5 -11
right_child=-2 4 3 7 -6 -7 -8 -9 -10 10 -12
leaf_value=0.0012351493106434954 8.9706499285530588e-05 -0.0020088095586720551 -0.00072714517370415122 -0.00071338252824077397 0.00029812435342501243 -0.008357652454687222 -0.0048826625403148262 -0.001777554756595461 0.0074984557296022972 -0.00011694098674953515 0.0036488071171087853
leaf_weight=562.38513243198395 6975.3665696382523 108.66427087783813 118.65950131416321 926.43504095077515 83.829015254974365 52.327019333839417 95.177969813346863 226.93684101104736 39.858451366424561 192.44234597682953 177.91772174835205
leaf_count=251 3470 62 84 498 40 35 63 111 13 91 62
internal_value=0 -0.000242098 2.08977e-06 -0.000388055 -0.00257587 -0.00407237 -0.00257674 -8.87287e-05 0.000198 -2.63878e-05 0.00169209
internal_weight=0 2584.63 2339.81 1777.43 244.82 160.991 213.837 1563.59 1336.65 1296.8 370.36
internal_count=4780 1310 1173 922 137 97 147 775 664 651 153
is_linear=0
shrinkage=0.06


Tree=455
num_leaves=12
num_cat=0
split_feature=51 85 114 40 129 48 88 99 30 3 135
split_gain=0.0626967 0.247887 0.200045 0.322347 0.292957 0.27476 0.287095 0.419822 0.286986 0.271984 0.401165
threshold=0.0020932231564074759 0.05109804309904576 0.0014881226234138014 0.00047558375808876013 0.00057154725072905432 0.00099512818269431613 0.0023699469165876512 0.0035485138650983576 0.00050559637020342063 0.0013986918493174019 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 9 6 8 -8 -2 -5 -11
right_child=1 -3 3 4 -6 -7 7 -9 -10 10 -12
leaf_value=0.0001555858090527294 -0.00071543970409592155 -0.0045797178488020352 -0.0040524510472987616 0.0027473667422258439 5.502242194256085e-05 -0.0044267521738895017 -5.4744729392430185e-05 -0.0051364126923297187 0.00085776704763832498 -0.0038504340078131527 0.002862753950622425
leaf_weight=4720.288673043251 1204.9358689785004 45.090177297592163 61.568977475166321 303.19302320480347 2158.8410135507584 63.574093580245972 127.09724700450897 108.48110032081604 638.71284484863281 65.161928415298462 63.054931998252869
leaf_count=2387 722 26 40 118 937 36 61 71 322 39 21
internal_value=0 -0.000151747 -0.000110105 0.000238278 0.000340267 -0.000541245 -0.000422442 -0.00239479 -0.000170419 0.00176767 -0.000548999
internal_weight=0 4839.71 4794.62 2651.82 2590.25 2142.8 2079.23 235.578 1843.65 431.41 128.217
internal_count=4780 2393 2367 1155 1115 1212 1176 132 1044 178 60
is_linear=0
shrinkage=0.06


Tree=456
num_leaves=12
num_cat=0
split_feature=7 144 29 91 87 145 9 57 121 70 93
split_gain=0.0592194 0.228969 0.213655 0.300609 0.440798 0.369289 0.621924 0.428349 0.420634 0.391012 0.436886
threshold=0.00055427959887310873 0.016668972559273246 0.0017376682371832433 0.0018488886416889729 0.0013146653072908523 0.0018488886416889729 0.0012357163941487672 0.00044738779251929378 0.016164712607860569 0.0013986918493174019 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 6 7 9 -7 -4 -11
right_child=2 -3 3 4 -6 8 -8 -9 -10 10 -12
leaf_value=0.0002664318204257463 0.00046702463145285048 -0.0035085674343415842 -0.0024888339968149906 0.00074957728458201829 -0.00085651257006252087 6.3720901716004497e-05 0.0011083950437679102 0.0013292069423941697 -0.0046995599890856336 -0.0018571752541284394 -0.0088167518251713959
leaf_weight=3340.001610159874 1676.2540740966797 58.861529231071472 359.499924659729 1521.4006025791168 1032.7885547876358 1101.7266047000885 184.26906108856201 75.004338383674622 71.045046329498291 51.624687194824219 87.523846507072449
leaf_count=1963 681 38 187 647 498 527 74 28 47 29 61
internal_value=0 0.000201056 -0.000110915 -0.000326924 0.000100153 -0.000891921 -0.00192414 -0.00289825 -0.000224833 -0.00353413 -0.00623472
internal_weight=0 3398.86 6161.14 4484.88 2554.19 1930.69 757.922 573.653 1172.77 498.648 139.149
internal_count=4780 2001 2779 2098 1145 953 379 305 574 277 90
is_linear=0
shrinkage=0.06


Tree=457
num_leaves=12
num_cat=0
split_feature=51 51 113 102 24 50 85 28 104 40 79
split_gain=0.05564 0.375573 0.487574 0.629187 0.426515 0.391171 0.220118 0.204535 0.231837 0.319643 0.638899
threshold=0.0020932231564074759 0.0018488886416889729 0.0019071503775194289 0.0010918468469753864 0.0044099434744566688 0.0013986918493174019 0.05109804309904576 0.00747153488919139 0.0010918468469753864 0.0056525857653468856 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 -4 -5 -2 8 9 -1 -11
right_child=6 2 4 5 -6 -7 -8 -9 -10 10 -12
leaf_value=0.00018581360241902797 -0.00010371173234205664 0.0039483620151564659 0.00079137849670057393 0.0011703197290753558 0.0071195702137802864 -0.0061716304973422065 -0.0043155357968137509 -0.0014383300062245461 -0.0001893508111363744 -0.00093214420567277448 0.0043063116557520422
leaf_weight=886.47470927238464 4794.6210293769836 81.772958993911743 65.345098972320557 45.507458567619324 92.785922527313232 61.334866762161255 45.090177297592163 330.888547539711 2800.4758973121643 135.21959173679352 220.48362135887146
leaf_count=463 2367 33 30 19 32 38 26 175 1453 67 77
internal_value=0 0.000146569 0.00204732 -1.277e-05 0.00450455 -0.00304447 -0.000142952 -4.12783e-06 0.000113261 0.000795495 0.00231493
internal_weight=0 4720.29 346.746 188.615 158.131 106.842 4839.71 4373.54 4042.65 1242.18 355.703
internal_count=4780 2387 152 90 62 57 2393 2235 2060 607 144
is_linear=0
shrinkage=0.06


Tree=458
num_leaves=12
num_cat=0
split_feature=58 33 60 100 10 100 76 88 114 14 145
split_gain=0.0590122 0.253851 0.248911 0.223764 0.293948 0.188236 0.282066 0.280344 0.245419 0.234247 0.762754
threshold=0.0013560238294303419 0.0098710241727530974 0.0025217677466571335 0.0068083447404205808 0.0026833302108570938 0.00057154725072905432 0.0014427106943912806 0.04273676127195359 0.0033348383149132137 0.00047558375808876013 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 7 9 -8 -7 -11
right_child=-2 2 -4 -5 -6 6 8 -9 -10 10 -12
leaf_value=0.0001020391760542152 0.00010266811987431908 0.0010404732799430261 -0.0013230196243956449 0.00017732883155871835 0.006977646354194858 -0.00053537064257595432 -0.0012744438031670015 0.0013276723734482519 0.0033252774080601184 -0.00081718578011050333 -0.0053450892750162658
leaf_weight=1399.240270614624 6484.2811843156815 55.400808691978455 80.419234871864319 80.653345584869385 65.528269529342651 477.77249479293823 71.930549025535583 139.64710521697998 99.554543137550354 405.60783505439758 199.96423888206482
leaf_count=681 3321 19 32 34 21 236 44 52 37 190 113
internal_value=0 -0.000216447 0.00149922 0.00262512 0.00425767 -0.000389628 -0.000882975 -0.00120251 0.00139589 -0.00152866 -0.00231233
internal_weight=0 3075.72 282.002 201.582 120.929 2793.72 1394.48 1222.99 171.485 1083.34 605.572
internal_count=4780 1459 106 74 40 1353 672 591 81 539 303
is_linear=0
shrinkage=0.06


Tree=459
num_leaves=12
num_cat=0
split_feature=10 66 53 23 114 138 68 43 39 9 43
split_gain=0.0567452 0.215914 0.364123 0.431956 0.317109 0.287509 0.512728 0.221283 0.211805 0.210906 0.449113
threshold=0.0031340263085439806 0.0060143163427710542 0.0048403022810816774 0.030689206905663017 0.0021592099219560628 0.0012745757703669371 0.0023699469165876512 0.00017767510871635753 0.0041444667149335155 0.0015349716995842757 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 8 -4 -7 -8 -5 -2 -11
right_child=9 -3 3 4 -6 6 7 -9 -10 10 -12
leaf_value=0.00016988342684705918 -2.9209012567808252e-05 -0.0042037356624569826 -0.0011638475623884912 -0.0017868966918966238 0.0052317577872557476 -0.0012944637951063217 -0.0043446645834693829 -0.010864937837629275 0.0036307597594450545 0.00026990591892203447 0.0036790003335413122
leaf_weight=3256.7611466646194 4585.7920035123825 47.146233558654785 495.8087797164917 91.585018873214722 54.04708456993103 107.72782802581787 35.848219156265259 39.257999539375305 36.265500426292419 631.32318234443665 178.43688333034515
leaf_count=1516 2379 33 295 64 18 54 21 29 14 280 77
internal_value=0 -0.00016639 -0.000120159 -0.00121784 0.00137869 -0.00191379 -0.00394748 -0.00775281 -0.000250149 0.000128424 0.00102113
internal_weight=0 4164.45 4117.3 860.54 181.898 678.643 182.834 75.1062 127.851 5395.55 809.76
internal_count=4780 2044 2011 495 96 399 104 50 78 2736 357
is_linear=0
shrinkage=0.06


Tree=460
num_leaves=12
num_cat=0
split_feature=105 7 7 107 106 39 108 124 71 13 36
split_gain=0.0558183 0.235971 0.276109 0.349338 0.231353 0.215416 0.317695 0.278899 0.566934 0.207485 0.19716
threshold=0.00062670491752214741 0.020035739988088611 0.0022975050378590827 0.00017767510871635753 0.00099512818269431613 0.0014881226234138014 0.011169348377734424 0.0005893622583243997 0.010829726699739696 0.0010585968848317864 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 10 7 -7 -9 -6 -1
right_child=-2 -3 3 4 9 6 -8 8 -10 -11 -12
leaf_value=-8.5981160927900836e-05 -8.6146200408247531e-05 0.0036888076887183199 -0.0048702905002912219 -0.0032004929027355284 -0.00086010952833717649 -0.0030445099194919755 0.003890186087485298 -0.001534384104306685 0.0051118607330384296 0.0038191869285093194 0.00236061705609478
leaf_weight=1613.2717423439026 7065.454803943634 69.589441895484924 83.411733984947205 65.813320398330688 80.887456297874451 64.510536432266235 144.17649900913239 100.07370471954346 85.834131360054016 58.993759632110596 127.98274970054626
leaf_count=967 3405 24 47 34 36 44 59 52 36 18 58
internal_value=0 0.000243997 0.000145141 -0.00159505 -0.000266895 0.000380691 0.00164648 0.000354677 0.0015342 0.00111335 9.38446e-05
internal_weight=0 2494.55 2424.96 289.106 205.695 2135.85 394.595 250.418 185.908 139.881 1741.25
internal_count=4780 1375 1351 135 88 1216 191 132 88 54 1025
is_linear=0
shrinkage=0.06


Tree=461
num_leaves=12
num_cat=0
split_feature=80 10 125 144 37 23 97 47 62 27 140
split_gain=0.0577612 0.245217 0.298977 0.3178 0.287551 0.330615 0.279488 0.301155 0.25329 0.351384 0.287395
threshold=0.0046923852059990176 0.0016846025246195497 0.00075379351619631063 0.00096484774257987748 0.0023699469165876512 0.00899649551138282 0.00082683752407319855 0.0042751494329422721 0.00070876078098081063 0.00017767510871635753 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 -6 7 -7 10 -10 -3
right_child=1 4 -4 -5 5 6 -8 -9 9 -11 -12
leaf_value=-9.1269652869365432e-05 -0.00056329735536506489 0.0028129119000081318 -0.0016768709234960214 0.004702543146251406 0.0041053453337129842 0.0024811551805872245 0.0029220861906221148 -0.0021015191976026101 0.0030497322165241535 -0.0015951956596110023 0.00020383031767018248
leaf_weight=6912.6270385980606 122.66973352432251 186.27417719364166 430.77908170223236 62.169429302215576 154.06984913349152 79.29962146282196 137.8760998249054 147.92227041721344 67.818436503410339 432.78419780731201 825.70994424819946
leaf_count=3420 76 70 236 24 59 33 58 91 30 232 451
internal_value=0 0.000238317 -0.00081074 0.00120783 0.000556179 0.00177455 0.000790963 -0.000502182 0.000137996 -0.000965931 0.000684079
internal_weight=0 2647.37 615.618 184.839 2031.75 519.168 365.098 227.222 1512.59 500.603 1011.98
internal_count=4780 1360 336 100 1024 241 182 124 783 262 521
is_linear=0
shrinkage=0.06


Tree=462
num_leaves=12
num_cat=0
split_feature=77 146 109 51 78 27 107 38 58 72 52
split_gain=0.0552439 0.17834 0.253801 0.14202 0.314545 0.220229 0.236441 0.219099 0.21427 0.309791 0.211042
threshold=0.016164712607860569 0.011519505176693203 0.0066005610860884198 0.0034400182776153092 0.048151826485991485 0.0022975050378590827 0.00087947337306104611 0.0005893622583243997 0.00096484774257987748 0.0033348383149132137 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 8 7 -7 9 -2 -8
right_child=1 2 -4 4 -6 6 10 -9 -10 -11 -12
leaf_value=-5.4601942365554468e-05 -0.0033678474972677684 0.00032219315884210502 -0.0039069458357853422 0.0032213481126397211 -0.0020571760186719888 0.0018355191487306817 -0.0034564396676940337 -0.0023581217377410708 0.0032556016845621694 0.0023844566659848802 0.00038036592134886864
leaf_weight=8361.6602908372879 58.39330780506134 148.05450081825256 77.996837496757507 179.79060745239258 52.510189890861511 182.02983427047729 129.85563540458679 59.512921214103699 144.82789099216461 79.716902732849121 85.650960803031921
leaf_count=4220 34 71 43 78 26 76 74 33 54 26 45
internal_value=0 0.000380996 -0.00113703 0.000733929 0.00202817 0.000327634 -0.000486772 0.000802262 0.0016432 -4.76305e-05 -0.00193154
internal_weight=0 1198.34 226.051 972.288 232.301 739.987 457.049 241.543 282.938 138.11 215.507
internal_count=4780 560 114 446 104 342 228 109 114 60 119
is_linear=0
shrinkage=0.06


Tree=463
num_leaves=12
num_cat=0
split_feature=146 105 114 30 149 11 17 99 51 36 36
split_gain=0.0556877 0.326606 0.277366 0.205063 0.239306 0.193616 0.138497 0.31635 0.107353 0.0831594 0.477589
threshold=0.028884131461381916 0.0025217677466571335 0.0025217677466571335 0.00057154725072905432 0.0048403022810816774 0.039062514901161201 0.0046923852059990176 0.0026012937305495147 0.010829726699739696 0.0010918468469753864 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 5 3 4 6 -2 7 -3 -5 -1 -11
right_child=1 2 -4 8 -6 -7 -8 -9 -10 10 -12
leaf_value=9.106367002741981e-05 -0.0040740207769769266 0.0014126890979091115 0.0039007965509523495 -0.0044268872989604068 0.0044006300961598917 0.001268956320716153 0.0027102088795704629 -0.0051168404343864479 0.00011262878205141422 -0.0024380728549154192 -2.3472210285935354e-05
leaf_weight=6105.2796102762222 73.75249457359314 70.291774034500122 113.27495491504669 39.909391522407532 64.876877546310425 36.499611139297485 50.454133629798889 43.085061192512512 35.379997730255127 332.71049308776855 2594.4854800701141
leaf_count=3147 49 30 38 24 26 16 19 30 17 180 1204
internal_value=0 0.000599217 0.00136662 0.000422345 0.00131645 -0.0023052 9.51119e-05 -0.00106864 -0.00229368 -3.49961e-05 -0.00029792
internal_weight=0 527.524 417.272 303.997 228.708 110.252 163.831 113.377 75.2894 9032.48 2927.2
internal_count=4780 249 184 146 105 65 79 60 41 4531 1384
is_linear=0
shrinkage=0.06


Tree=464
num_leaves=12
num_cat=0
split_feature=116 146 9 50 118 126 140 105 86 69 65
split_gain=0.0564404 0.38254 0.253672 0.329776 0.455788 0.386468 0.330802 0.328532 0.423497 0.277838 0.365033
threshold=0.0072436286136507997 0.013439828064292671 0.00057154725072905432 0.012636432424187662 0.00064626874518580746 0.00043393640953581786 0.021960759535431865 0.0036604277556762104 0.00087947337306104611 0.00017767510871635753 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -5 -6 -9 10 -4
right_child=1 -3 9 6 5 -7 -8 8 -10 -11 -12
leaf_value=-8.3445847411535797e-05 -0.0017447367336480373 -0.0012088049480374842 0.00098878421450686077 0.0051749103478979756 0.0038801550336257946 -0.0014396767161290985 -0.00073406440810247834 -0.0044953164293321255 0.0033859343572681037 0.0010099313633367235 0.0080257719038189113
leaf_weight=7200.8380461931229 450.85083281993866 505.26425850391388 56.571362257003784 82.007069706916809 176.6149377822876 151.69839191436768 58.39330780506134 47.797625541687012 50.454133629798889 729.52400135993958 49.985912203788757
leaf_count=3653 249 249 29 35 72 81 34 28 19 316 15
internal_value=0 0.000254701 0.000653567 1.74534e-05 -0.00041457 0.000991327 0.00271733 0.00233299 -0.000448145 0.00142795 0.00428983
internal_weight=0 2359.16 1853.9 1017.82 877.416 426.565 140.4 274.867 98.2518 836.081 106.557
internal_count=4780 1127 878 518 449 200 69 119 47 360 44
is_linear=0
shrinkage=0.06


Tree=465
num_leaves=12
num_cat=0
split_feature=82 87 73 25 35 52 71 69 62 27 97
split_gain=0.0590838 0.194907 0.267442 0.289595 0.321662 0.37717 0.274236 0.290086 0.268111 0.349686 0.365758
threshold=0.00073092587990686308 0.00017767510871635753 0.00042089859198313212 0.00052132029668428015 0.0026833302108570938 0.0022975050378590827 0.030689206905663017 0.004017772153019906 0.0026833302108570938 0.0046923852059990176 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 5 -4 7 -3 9 -5 -11
right_child=1 2 3 8 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.00018240604801814494 0.00059792865433291756 -0.0015153762408954795 -0.0030975670105797739 -0.000987922278725771 0.0023094648932651608 0.0013368425885892697 6.2317399363053715e-05 -0.0058272818009410454 0.0016646383903388962 0.0015768183236769299 -0.0012902001769362855
leaf_weight=3831.0046352148056 2010.4613517522812 281.65590763092041 109.83482444286346 1390.9856954813004 393.13926708698273 185.95877623558044 314.84761869907379 70.159543633460999 245.31887698173523 488.21535658836365 238.41802597045898
leaf_count=1900 990 177 72 695 168 99 207 50 99 209 114
internal_value=0 0.000121976 -0.000135353 0.000102468 0.0011849 -0.000309754 -0.00122406 -0.00237526 -0.000213124 -0.000430656 0.000636112
internal_weight=0 5729 3718.53 3051.87 688.933 295.794 666.663 351.815 2362.94 2117.62 726.633
internal_count=4780 2880 1890 1456 339 171 434 227 1117 1018 323
is_linear=0
shrinkage=0.06


Tree=466
num_leaves=12
num_cat=0
split_feature=125 104 134 38 70 114 99 109 23 20 91
split_gain=0.0549306 0.202773 0.397522 0.348828 0.328366 0.347496 0.330542 0.305429 0.288446 0.410066 0.362617
threshold=0.0098710241727530974 0.0049928687512874612 0.000490355829242617 0.0011261500185355546 0.0048403022810816774 0.029773407615721229 0.00073092587990686308 0.0013146653072908523 0.013860232196748258 0.0042751494329422721 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 7 -2 9 -8 -10
right_child=1 2 -4 -5 -6 -7 8 -9 10 -11 -12
leaf_value=6.5334549157266517e-05 -0.0014897046304961749 -0.0037502339352923748 0.0019076938421864103 0.0010063359393115675 -0.0022968950902596112 -0.0044186699834139996 0.00098039262231887532 0.0042045581972988714 -0.0053830546476726863 -0.0049722243410180358 0.0019499255976077586
leaf_weight=7924.6621001958847 43.736453175544739 224.79949450492859 93.48825466632843 73.701554417610168 181.89760386943817 50.036852359771729 666.75412023067474 150.94511961936951 67.686206102371216 44.438785314559937 37.85333526134491
leaf_count=3952 25 135 38 38 96 26 308 64 50 31 17
internal_value=0 -0.000316604 -0.00150651 -0.00257581 5.85362e-05 0.000462179 0.000703646 0.00292531 0.000174076 0.000608444 -0.00275297
internal_weight=0 1635.34 391.989 298.501 1243.35 1061.45 1011.41 194.682 816.732 711.193 105.54
internal_count=4780 828 211 173 617 521 495 89 406 339 67
is_linear=0
shrinkage=0.06


Tree=467
num_leaves=12
num_cat=0
split_feature=109 74 118 106 66 136 79 102 46 82 58
split_gain=0.0542172 0.237723 0.251868 0.245261 0.439524 0.322401 0.338929 0.31283 0.412159 0.340594 0.436991
threshold=0.013032016810029747 0.0011980500421486797 0.0023699469165876512 0.0046923852059990176 0.00039601318712811922 0.0005375427135732026 0.0049928687512874612 0.0032328735105693345 0.00046126570669002836 0.0012357163941487672 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 7 6 -6 8 -2 10 -10
right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-8.276161760785577e-05 -0.0024245129848514792 -0.0039293652322054118 0.0013499522399031691 -0.0001861442988989718 -0.0067691166767970233 0.0015863665469236373 -0.0007234054268016216 2.2466216338650314e-05 0.0031494867512228374 0.0049802316779233441 -0.0020607587186350935
leaf_weight=7158.4347270727158 54.566246151924133 94.65880823135376 49.568630933761597 1206.4012334346771 53.914854168891907 88.775690317153931 87.656076908111572 265.20745754241943 221.65417492389679 200.6969211101532 78.465058922767639
leaf_count=3576 33 48 22 650 38 40 41 121 87 77 47
internal_value=0 0.000246691 -0.00211495 0.000397582 0.00106766 -0.00124828 -0.00302581 0.00171776 0.0025273 0.00306683 0.00178729
internal_weight=0 2401.57 144.227 2257.34 1050.94 230.347 141.571 820.59 555.382 500.816 300.119
internal_count=4780 1204 70 1134 484 119 79 365 244 211 134
is_linear=0
shrinkage=0.06


Tree=468
num_leaves=12
num_cat=0
split_feature=106 124 117 95 146 29 124 44 86 112 75
split_gain=0.0558339 0.204647 0.36878 0.344864 0.280241 0.14905 0.114625 0.261839 0.174701 0.236687 0.225356
threshold=0.020035739988088611 0.0033348383149132137 0.0063990866765379914 0.0027679565828293566 0.0015349716995842757 0.0068083447404205808 0.0022272822679951791 0.019431582652032379 0.00040826165059115743 0.0014881226234138014 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 4 -4 -3 -5 7 8 -2 10 -10
right_child=1 2 3 5 -6 -7 -8 -9 9 -11 -12
leaf_value=-5.2622020801961518e-05 -8.6066409534512787e-05 1.9034518044399351e-06 -0.0042302809234329875 -0.00088926425066824957 0.0052406277211012641 0.0036744497863673191 -0.0024440046222994893 -0.0034126788549238506 -0.0024137663854413081 0.0051808041047784149 0.0033749854993992217
leaf_weight=8447.4532420635223 486.25142061710358 53.62980329990387 55.685859560966492 46.861182689666748 116.86790585517883 57.222754240036011 70.108603477478027 69.03993022441864 50.0877925157547 59.930202484130859 46.861182689666748
leaf_count=4150 319 25 32 20 37 24 39 51 37 26 20
internal_value=0 0.000399554 0.00165195 -0.000419207 0.00359279 0.00161975 -0.000129192 9.86859e-05 0.00047563 0.00221662 0.00038428
internal_weight=0 1112.55 330.268 159.77 170.498 104.084 782.279 712.171 643.131 156.879 96.949
internal_count=4780 630 138 76 62 44 492 453 402 83 57
is_linear=0
shrinkage=0.06


Tree=469
num_leaves=12
num_cat=0
split_feature=7 95 101 29 4 105 21 114 81 129 101
split_gain=0.0548754 0.174065 0.330308 0.199568 0.212767 0.486206 0.415452 0.316951 0.291353 0.24756 0.243999
threshold=0.00055427959887310873 0.072653736919164671 0.0013146653072908523 0.0017376682371832433 0.00017767510871635753 0.0036604277556762104 0.0020292587578296666 0.0012745757703669371 0.0048403022810816774 0.00093549740267917525 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 10 -8 9 -7 -5
right_child=1 2 -4 4 -6 8 7 -9 -10 -11 -12
leaf_value=0.0001935417960772773 0.00049033202845538346 -0.0066831763856013979 0.0011926346386514014 0.00011834843663934908 -0.00011979858591102589 -0.0035490110803788992 -0.00046583090570203711 -0.0075518529461163454 -0.0012831878281443028 -0.0096881292191323565 0.0047861906000708073
leaf_weight=3398.8631393909454 1658.8897712230682 40.377612948417664 36.499611139297485 266.09296023845673 3845.7525401115417 54.566246151924133 48.683128237724304 42.61683976650238 78.414118766784668 41.731337070465088 47.512574672698975
leaf_count=2001 670 28 16 118 1783 33 25 26 36 29 15
internal_value=0 -0.00010677 -0.00294391 -7.0921e-05 -0.000281312 -0.00135295 -0.000211453 -0.00377343 -0.00399844 -0.00620945 0.000825546
internal_weight=0 6161.14 76.8772 6084.26 4425.37 579.617 404.906 91.3 174.712 96.2976 313.606
internal_count=4780 2779 44 2735 2065 282 184 51 98 62 133
is_linear=0
shrinkage=0.06


Tree=470
num_leaves=12
num_cat=0
split_feature=108 20 105 148 11 73 73 72 91 24 32
split_gain=0.0507768 0.205856 0.431566 0.450952 0.440786 0.485225 0.350741 0.330765 0.380866 0.303767 0.285213
threshold=0.0098710241727530974 0.0016846025246195497 0.00062670491752214741 0.0051502294372767219 0.0087224207818508166 0.013032016810029747 0.00017767510871635753 0.0014881226234138014 0.00099512818269431613 0.0026012937305495147 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -3 9 -9 -4 -5
right_child=1 6 4 10 -6 -7 -8 8 -10 -11 -12
leaf_value=-7.9233475443751838e-05 -0.00029664005586048494 -0.0016618355614355217 0.0039815300227932565 0.0021893978860154303 0.00092098314386597014 -0.0068957759896008204 0.0016511722148832622 -0.004916209382368579 -0.0010567744747591833 -0.00093918918855136451 0.0073781991412472329
leaf_weight=7197.020744562149 275.12139773368835 140.73636853694916 72.347830295562744 170.78276002407074 356.69059610366821 58.39330780506134 630.02039837837219 122.90384423732758 366.68582653999329 120.19639599323273 49.100409507751465
leaf_count=3557 174 93 37 75 163 34 290 78 185 76 18
internal_value=0 0.000241325 -0.000148313 0.00132236 -0.000811797 -0.00164643 0.00104623 -0.00119706 -0.00202563 0.000909754 0.00334807
internal_weight=0 2362.98 1592.22 495.005 1097.22 740.527 770.757 682.134 489.59 192.544 219.883
internal_count=4780 1223 840 267 573 410 383 376 263 113 93
is_linear=0
shrinkage=0.06


Tree=471
num_leaves=12
num_cat=0
split_feature=45 32 65 32 64 1 114 67 89 138 96
split_gain=0.0546015 0.161586 0.379264 0.303772 0.541272 0.451208 0.394709 0.333353 0.351111 0.257629 0.252367
threshold=0.0012357163941487672 0.00055427959887310873 0.0005375427135732026 0.0049928687512874612 0.00090704852482303988 0.022641776129603389 0.00082683752407319855 0.00087947337306104611 0.0020292587578296666 0.0017376682371832433 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 -8 -9 -5
right_child=-2 2 3 10 -6 -7 7 9 -10 -11 -12
leaf_value=-0.00085845362718424943 8.5970157210779841e-05 0.001150342318850042 -0.00016386840978944379 -0.00081495082040470223 0.002220424979271462 0.0027254130873847213 -0.0047338588860537014 -0.0041315178356587032 0.0011809382874588771 -0.0096668638697862894 0.0025993789608158651
leaf_weight=947.96239650249481 7032.2229827642441 718.46009767055511 109.54977357387543 167.47485995292664 108.79650127887726 52.276079177856445 99.42231273651123 63.339982867240906 56.754532814025879 57.97602653503418 145.76433384418488
leaf_count=534 3512 306 59 89 42 24 57 34 20 41 62
internal_value=0 -0.000239167 0.000132434 -0.000716609 -0.00156841 -0.0025067 -0.00321338 -0.00441728 -0.00258443 -0.00677682 0.000773891
internal_weight=0 2527.78 1579.81 861.354 548.115 439.319 387.043 277.493 156.177 121.316 313.239
internal_count=4780 1268 734 428 277 235 211 152 77 75 151
is_linear=0
shrinkage=0.06


Tree=472
num_leaves=12
num_cat=0
split_feature=51 82 130 98 61 66 80 23 105 62 44
split_gain=0.0565073 0.217659 0.412087 0.314291 0.342007 0.363682 0.365281 0.27058 0.703913 0.557101 0.34115
threshold=0.0020932231564074759 0.00085274505545385193 0.000490355829242617 0.0051502294372767219 0.0016846025246195497 0.00096484774257987748 0.00050559637020342063 0.015675474889576439 0.0019672545604407792 0.00040826165059115743 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 -6 -9 10 -10
right_child=1 3 -4 -5 7 -7 -8 8 9 -11 -12
leaf_value=0.00014770664085910515 -0.00032424251117756824 -0.00017118594634771939 -0.0030903043130669897 -0.00063781290050603397 0.00063645595459296768 -0.002196814853378519 0.0032169092402205032 0.0009091319486626199 -0.004058386657835737 -0.0011331729878106245 -0.011720764112941954
leaf_weight=4720.288673043251 1308.0421829223633 159.95296704769135 227.63917315006256 1213.5058450698853 979.18910157680511 74.821167826652527 403.63306903839111 268.43406736850739 46.678012132644653 119.91134512424469 37.904275417327881
leaf_count=2387 652 67 117 679 431 37 152 138 29 63 28
internal_value=0 -0.000144062 -0.000734265 0.000130259 0.000576109 0.00173353 0.00225532 6.7259e-05 -0.00111125 -0.00376337 -0.00749217
internal_weight=0 4839.71 1535.68 3304.03 2090.52 638.407 563.586 1452.12 472.928 204.494 84.5823
internal_count=4780 2393 769 1624 945 256 219 689 258 120 57
is_linear=0
shrinkage=0.06


Tree=473
num_leaves=12
num_cat=0
split_feature=24 73 58 53 34 17 47 71 34 54 37
split_gain=0.0523399 0.144571 0.145428 0.116464 0.0676055 0.244159 0.223734 0.344715 0.219832 0.284163 0.478687
threshold=0.031632266007363803 0.00017767510871635753 0.0031340263085439806 0.001792412775103003 0.0046923852059990176 0.19438949227333072 0.0005375427135732026 0.001792412775103003 0.0079489401541650313 0.0014881226234138014 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 7 -6 9 -8 -11
right_child=1 2 -4 -5 6 -7 8 -9 -10 10 -12
leaf_value=-0.00021329722748594289 -0.0020429275556537018 -0.0054093343856515229 -0.00077339383040763712 0.0018422054334706415 0.00092662747851094134 0.0028083956475558288 0.0022375609593939475 -0.004508345611334349 -7.9987269624423887e-06 0.0019198340603532222 -0.00080219492272391257
leaf_weight=4369.3999046087265 42.61683976650238 39.675280809402466 63.10587215423584 79.767842888832092 78.831400036811829 98.434929728507996 401.26161181926727 89.94624388217926 3340.8145126104355 399.49060642719269 556.65483498573303
leaf_count=2263 26 22 32 37 29 38 174 50 1653 180 276
internal_value=0 -0.000903942 -0.00256295 0.000489323 2.1804e-05 -0.000146724 0.00017651 -0.00196982 0.000253614 0.000897489 0.000335106
internal_weight=0 225.166 102.781 122.385 9334.83 4467.83 4867 168.778 4698.22 1357.41 956.145
internal_count=4780 117 54 63 4663 2301 2362 79 2283 630 456
is_linear=0
shrinkage=0.06


Tree=474
num_leaves=12
num_cat=0
split_feature=41 145 49 94 129 88 3 89 85 50 106
split_gain=0.0533395 0.31112 0.0616567 0.0725083 0.190128 0.245381 0.255053 0.215295 0.213635 0.319302 0.279523
threshold=0.0033348383149132137 0.00044738779251929378 0.041476719081401832 0.0084566329605877417 0.0092791137285530585 0.0034400182776153092 0.0053125319536775359 0.00047558375808876013 0.0012357163941487672 0.007706565549597145 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 7 -6 -7 -5 -9 -10 -11
right_child=1 -3 -4 4 5 6 -8 8 9 10 -12
leaf_value=-0.00010818514959453746 0.0052194693347981033 -0.0013238262480138804 0.0016633504361892172 7.3076656123202376e-05 -0.0043587638426206563 0.0017130277191364199 -0.0033244147809490337 0.0035378010530660187 0.0021388377620395987 0.00048119219499606375 -0.0056241561014844241
leaf_weight=7657.1850657463074 43.919623732566833 64.69370698928833 78.129067897796631 1010.4472267627716 66.515652537345886 104.96943962574005 55.21763813495636 145.29611241817474 217.35889184474945 73.650614261627197 42.61683976650238
leaf_count=3875 16 35 23 529 40 41 28 58 82 27 26
internal_value=0 0.00132207 -1.51929e-05 -2.91841e-05 0.000323322 -0.00129543 -2.3415e-05 0.000569718 0.00161755 0.000781268 -0.00175667
internal_weight=0 108.613 9451.39 9373.26 1716.07 226.703 160.187 1489.37 478.922 333.626 116.267
internal_count=4780 51 4729 4706 831 109 69 722 193 135 53
is_linear=0
shrinkage=0.06


Tree=475
num_leaves=12
num_cat=0
split_feature=81 103 136 59 23 148 43 75 89 79 30
split_gain=0.0524534 0.207029 0.293771 0.252763 0.29428 0.47863 0.250537 0.464983 0.250138 0.472489 0.251534
threshold=0.013860232196748258 0.00096484774257987748 0.0020292587578296666 0.00099512818269431613 0.0037758676335215573 0.017188700847327713 0.0014881226234138014 0.0036604277556762104 0.0048403022810816774 0.00899649551138282 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 -8 9 10 -6
right_child=1 -3 -4 4 6 -7 7 -9 -10 -11 -12
leaf_value=5.6925149871534326e-05 0.00084507693585976235 0.0016618432744133866 0.0019200870458990699 -0.0014848394445075828 -0.0013561599228500689 -0.0085707629433309628 -0.00081821903761207266 -0.0079234155225240861 0.003827611061759223 0.0017216930768587024 -0.0059228552446469419
leaf_weight=8212.6693471670151 217.64394271373749 162.42630457878113 143.75921773910522 105.02037978172302 231.46623480319977 50.973295211791992 107.07643604278564 48.031736254692078 48.632188081741333 178.85416460037231 53.446632742881775
leaf_count=4141 95 67 66 52 118 34 59 30 14 70 34
internal_value=0 -0.000346988 -0.000622358 -0.000973414 -0.00145402 -0.00380027 -0.000905716 -0.00301846 -0.000266169 -0.000695457 -0.00221282
internal_weight=0 1347.33 1184.9 1041.15 823.501 155.994 667.507 155.108 512.399 463.767 284.913
internal_count=4780 639 572 506 411 86 325 89 236 222 152
is_linear=0
shrinkage=0.06


Tree=476
num_leaves=12
num_cat=0
split_feature=102 42 3 114 114 4 75 80 11 34 125
split_gain=0.0570301 0.139614 0.227716 0.117333 0.0854626 0.177339 0.131777 0.0644213 0.244954 0.255156 0.253048
threshold=0.045367386192083366 0.0015833032084628942 0.0032328735105693345 0.00096484774257987748 0.04673989117145539 0.00060774214216507982 0.013860232196748258 0.0046923852059990176 0.004017772153019906 0.0046923852059990176 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 7 6 -6 -1 -9 -10 -11
right_child=1 2 -4 -5 5 -7 -8 8 9 10 -12
leaf_value=-0.00010648866601975629 -0.0034381783294831782 0.00043904471380680395 0.0033719692961380393 -0.0038313886572832294 0.0035490854710693758 -0.0018357969039260414 4.8259185437064446e-05 0.0010538538532248606 -0.0011740232774008113 0.0015098056163729394 -0.00035521579406880261
leaf_weight=6553.4631049633026 59.512921214103699 45.975679993629456 48.214906811714172 46.678012132644653 99.086321711540222 52.276079177856445 63.523153424263 889.41626822948456 597.18526840209961 426.79919958114624 677.86896407604218
leaf_count=3257 33 23 21 29 33 24 25 467 337 202 329
internal_value=0 -0.00100155 2.78484e-05 -0.00171236 2.14424e-05 0.00120419 0.00218149 -6.35012e-06 0.000246906 -0.000174818 0.000365353
internal_weight=0 200.382 140.869 92.6537 9359.62 214.886 162.609 9144.73 2591.27 1701.85 1104.67
internal_count=4780 106 73 52 4674 82 58 4592 1335 868 531
is_linear=0
shrinkage=0.06


Tree=477
num_leaves=12
num_cat=0
split_feature=66 71 19 131 4 82 56 113 87 67 99
split_gain=0.0538193 0.228649 0.348238 0.312319 0.341701 0.24303 0.162072 0.134877 0.1194 0.076998 0.32447
threshold=0.0023699469165876512 0.0048403022810816774 0.0019672545604407792 0.0095705352723598498 0.0005375427135732026 0.0058306583669036635 0.00044738779251929378 0.0034400182776153092 0.00070876078098081063 0.0020292587578296666 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 8 4 -2 6 -4 -6 -3 -1 -11
right_child=1 2 5 -5 7 -7 -8 -9 -10 10 -12
leaf_value=-0.00011156358448734943 -0.0043577336495280953 0.0019625593412168412 0.0033591523889193614 -0.0058197136144016301 -0.00017079285946305207 -0.0034920584431579779 -0.00087885139755274728 0.0043462868323029631 0.0059504922039306917 -0.00063633678876657456 0.0011126061220418251
leaf_weight=7538.3120437860489 40.377612948417664 46.209790706634521 70.291774034500122 39.023888826370239 44.856066584587097 50.739184498786926 60.398423910140991 50.688244342803955 65.110988259315491 675.57879710197449 878.41306471824646
leaf_count=3842 28 25 30 27 24 32 30 21 28 320 373
internal_value=0 0.000627692 0.00165324 -0.00108844 0.000269932 3.22734e-05 0.00140056 0.00222561 0.00429508 -3.22876e-05 0.000352275
internal_weight=0 467.696 292.75 174.946 135.922 181.429 130.69 95.5443 111.321 9092.3 1553.99
internal_count=4780 245 145 100 73 92 60 45 53 4535 693
is_linear=0
shrinkage=0.06


Tree=478
num_leaves=12
num_cat=0
split_feature=51 51 92 113 56 22 58 73 21 10 51
split_gain=0.0534192 0.304577 0.425556 0.384692 0.325445 0.316972 0.221252 0.636996 0.243425 0.409744 0.409578
threshold=0.0020932231564074759 0.0018488886416889729 0.0011980500421486797 0.0023699469165876512 0.00073092587990686308 0.0014427106943912806 0.0031340263085439806 0.00087947337306104611 0.0049928687512874612 0.007706565549597145 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -4 -1 -8 10 -10 -9
right_child=-2 2 4 -5 -6 -7 7 8 9 -11 -12
leaf_value=0.00035303444472719627 -0.00014007019374138259 0.0014576233807818025 -0.00066657794225739549 0.0074558544018942588 -0.0050741680073246049 0.0051863882395465624 0.0005545061096550168 -0.0014261737428053407 0.0040784477093582768 -0.0018510299804672262 -0.004974844687582412
leaf_weight=2644.1559913158417 4839.7112066745758 84.480407238006592 105.72271192073822 70.709055304527283 37.201943278312683 48.632188081741333 924.63368546962738 459.1563481092453 63.054931998252869 125.37718176841736 157.16422855854034
leaf_count=1248 2393 35 58 23 22 14 546 246 21 78 96
internal_value=0 0.000143614 0.00185531 0.0041906 -3.66258e-05 0.0011775 7.90621e-06 -0.00051978 -0.0017541 0.000133148 -0.0023311
internal_weight=0 4720.29 346.746 155.189 191.557 154.355 4373.54 1729.39 804.753 188.432 616.321
internal_count=4780 2387 152 58 94 72 2235 987 441 99 342
is_linear=0
shrinkage=0.06


Tree=479
num_leaves=12
num_cat=0
split_feature=141 29 11 33 94 148 86 46 74 61 128
split_gain=0.0509738 0.163504 0.288246 0.280818 0.148033 0.153996 0.144151 0.207866 0.189123 0.205703 0.180231
threshold=0.016668972559273246 0.04673989117145539 0.010180860292166473 0.0081988852471113222 0.0022272822679951791 0.0070226341485977182 0.00060774214216507982 0.0033348383149132137 0.00017767510871635753 0.0027679565828293566 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 8 -8 9 -6 -10
right_child=1 -3 3 -5 6 -7 7 -9 10 -11 -12
leaf_value=-4.5659569462399759e-05 -0.0017055675742390941 0.0040723434895167778 -0.0048609542801049139 0.0010569814585594688 5.820786342953028e-05 0.0012240311659203792 -0.00086491207737649715 0.0037371561942906705 -0.0050744023038653023 0.0037200742826113808 0.00089930187551317089
leaf_weight=8623.4070278406143 153.98855888843536 42.148618340492249 71.930549025535583 48.214906811714172 164.53330099582672 111.26983880996704 47.095293402671814 141.46905076503754 37.670164704322815 83.126683115959167 35.145887017250061
leaf_count=4322 90 22 44 21 85 42 22 57 26 34 15
internal_value=0 0.000420397 0.000248308 -0.00248606 0.000672591 -0.000476668 0.00127146 0.00258776 0.000496972 0.00128731 -0.00219109
internal_weight=0 936.593 894.444 120.145 774.299 265.258 509.04 188.564 320.476 247.66 72.8161
internal_count=4780 458 436 65 371 132 239 79 160 119 41
is_linear=0
shrinkage=0.06


Tree=480
num_leaves=12
num_cat=0
split_feature=149 67 117 27 18 59 4 36 33 73 123
split_gain=0.0514812 0.164564 0.377817 0.32625 0.482887 0.306742 0.451553 0.361142 0.306208 0.285063 0.373953
threshold=0.0016331639490090313 0.00040826165059115743 0.0015833032084628942 0.0013560238294303419 0.00047558375808876013 0.0072436286136507997 0.0015833032084628942 0.0012357163941487672 0.00042089859198313212 0.0044099434744566688 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 5 9 7 -7 -4 -1 -5 -11
right_child=-2 -3 3 4 -6 6 -8 -9 -10 10 -12
leaf_value=7.5427196540750371e-05 -0.00014654757165396949 -0.00017966226042348643 0.0012431786357499594 0.001281018307660206 0.0033890177870531837 -0.0051113430469232014 0.00029231688809074362 -0.0038492541597005821 -0.003037557817639599 -0.00504159808530726 0.0024022777922808815
leaf_weight=367.15404796600342 4535.5210404396057 2752.6674417257309 588.72693264484406 379.28662490844727 374.37029993534088 88.409349203109741 150.34466779232025 54.800356864929199 164.81835186481476 65.161928415298462 38.738837957382202
leaf_count=189 2351 1277 307 187 145 58 80 35 98 39 14
internal_value=0 0.000132286 0.000510262 0.000938117 0.0017715 0.000128088 -0.00170863 0.000809526 -0.000889053 0.000518255 -0.00226619
internal_weight=0 5024.48 2271.81 1739.84 857.558 882.281 238.754 643.527 531.972 483.187 103.901
internal_count=4780 2429 1152 865 385 480 138 342 287 240 53
is_linear=0
shrinkage=0.06


Tree=481
num_leaves=12
num_cat=0
split_feature=28 147 123 109 143 15 143 129 147 29 14
split_gain=0.0500233 0.153364 0.118797 0.0885378 0.14602 0.212037 0.20617 0.166994 0.12697 0.1049 0.247624
threshold=0.040252277627587325 0.013032016810029747 0.00017767510871635753 0.00017767510871635753 0.002945306478068233 0.00057154725072905432 0.00057154725072905432 0.0053125319536775359 0.00068727668258361529 0.00057154725072905432 0.011880517937242987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 8 -1 10 -5
right_child=1 -3 -4 9 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0007705691905265542 0.0013377348698770126 0.0037998405604964722 -0.0026842468196452054 8.0775769596111893e-05 -0.0043891260036517353 -0.0033753784590061873 0.0033290100068624818 0.0012190914767860198 -0.0055267480258239556 -4.0810334450671385e-05 0.0027287323233620912
leaf_weight=53.446632742881775 69.640382051467896 50.220022916793823 42.61683976650238 517.99728727340698 39.675280809402466 71.279157042503357 61.93531858921051 81.772958993911743 32.489378929138184 8370.4340275526047 168.49259305000305
leaf_count=34 35 17 26 231 22 49 22 33 24 4221 66
internal_value=0 0.0010438 -0.000189153 -1.80467e-05 -0.000967728 -0.000516633 0.000370691 -0.000721823 -0.00256871 1.76674e-05 0.000730692
internal_weight=0 162.477 112.257 9397.52 340.599 300.923 229.644 167.709 85.936 9056.92 686.49
internal_count=4780 78 61 4702 184 162 113 91 58 4518 297
is_linear=0
shrinkage=0.06


Tree=482
num_leaves=12
num_cat=0
split_feature=43 121 26 97 150 54 111 124 147 97 32
split_gain=0.053932 0.172753 0.0714795 0.240898 0.304651 0.282671 0.264039 0.301001 0.346708 0.234367 0.344505
threshold=0.11438806727528573 0.04273676127195359 0.00093549740267917525 0.00082683752407319855 0.0041444667149335155 0.0072436286136507997 0.00057154725072905432 0.016668972559273246 0.0038949446752667431 0.000490355829242617 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 9 6 -6 7 8 -5 10 -4
right_child=1 -3 3 4 5 -7 -8 -9 -10 -11 -12
leaf_value=4.3833174334304641e-05 0.0046295214555325927 -0.0001436276071166018 -0.0026553220316484758 -0.00047984416765038126 0.0008112463794470267 0.0055079491252173918 0.0021708216378401703 0.0013818683862602324 -0.0084442996041853655 -0.0045051324740849738 0.00022501799332255528
leaf_weight=8296.0604910850525 37.85333526134491 97.885418057441711 228.91160702705383 35.614108443260193 154.53807055950165 65.762380242347717 59.461981058120728 42.331788897514343 43.970563888549805 66.749763250350952 430.86037194728851
leaf_count=4135 17 65 149 19 63 23 22 13 27 42 205
internal_value=0 0.00118746 -1.71031e-05 -0.000465189 0.000713935 0.00221327 -0.00110714 -0.00270589 -0.00488021 -0.0011171 -0.000774332
internal_weight=0 135.739 9424.26 1128.2 401.679 220.3 181.378 121.916 79.5847 726.522 659.772
internal_count=4780 82 4698 563 167 86 81 59 46 396 354
is_linear=0
shrinkage=0.06


Tree=483
num_leaves=12
num_cat=0
split_feature=46 51 125 14 77 37 29 4 4 146 52
split_gain=0.0505439 0.247695 0.165262 0.368019 0.283813 0.237583 0.264891 0.349114 0.256294 0.205023 0.242994
threshold=0.0016846025246195497 0.045367386192083366 0.0098710241727530974 0.0038949446752667431 0.00057154725072905432 0.00087947337306104611 0.0020292587578296666 0.00017767510871635753 0.0011615398107096555 0.0012745757703669371 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 -4 -8 -7 10 -6
right_child=-2 -3 3 -5 9 8 7 -9 -10 -11 -12
leaf_value=-0.00064333119017652863 -9.5711251911231247e-05 0.0036916733936663347 0.0038454076261387657 -0.0032715351202352656 0.0016535039565370832 -0.0052961854478729914 -0.0053006779093910843 0.0013675147039738733 0.00065152962433544053 0.0011095163327699805 -0.0013682869554143278
leaf_weight=773.22034442424774 6453.8066815137863 71.41138744354248 89.427082300186157 158.2838419675827 141.7031614780426 49.619571089744568 37.436053991317749 115.38195133209229 54.983527421951294 1318.983616232872 295.74266052246094
leaf_count=478 3198 29 35 95 59 33 24 56 26 587 160
internal_value=0 0.000198861 0.000116672 -0.000874165 0.000314527 0.000219873 0.00125176 -0.000266002 -0.00216983 0.000736198 -0.000389429
internal_weight=0 3106.19 3034.78 505.132 2529.65 346.848 242.245 152.818 104.603 1756.43 437.446
internal_count=4780 1582 1553 269 1284 174 115 80 59 806 219
is_linear=0
shrinkage=0.06


Tree=484
num_leaves=12
num_cat=0
split_feature=102 0 138 114 75 1 34 121 35 66 113
split_gain=0.0507796 0.231042 0.12879 0.0731595 0.195556 0.141095 0.0728031 0.292418 0.52826 0.310879 0.296746
threshold=0.045367386192083366 0.0023699469165876512 0.0017376682371832433 0.04673989117145539 0.013860232196748258 0.00039601318712811922 0.0046923852059990176 0.0018488886416889729 0.0048403022810816774 0.0020932231564074759 0.013439828064292671
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 7 10 9 -9 -1
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11 -12
leaf_value=9.560918690049715e-06 -0.0047616131519201497 -0.0017992008461803347 0.0016737223975425096 0.0043541284724441078 -0.0014089069561235409 0.00056874992600114969 0.00015556517431262798 -0.00086764035922519509 -0.005151621248111137 0.0049011725281375663 0.005103294312737869
leaf_weight=3383.4822925329208 44.438785314559937 68.754879355430603 87.18785548210144 69.121220469474792 72.999222278594971 72.765111565589905 4800.5344973802567 779.46980345249176 104.41992795467377 35.145887017250061 41.680396914482117
leaf_count=1690 31 38 37 20 32 30 2333 468 68 15 18
internal_value=0 -0.000945077 0.000142517 2.02333e-05 0.00111454 0.00241283 -5.48106e-06 -0.000183444 -0.00113377 -0.00061875 7.1546e-05
internal_weight=0 200.382 155.943 9359.62 214.886 141.886 9144.73 4344.2 919.036 814.616 3425.16
internal_count=4780 106 75 4674 82 50 4592 2259 551 483 1708
is_linear=0
shrinkage=0.06


Tree=485
num_leaves=12
num_cat=0
split_feature=72 17 145 42 32 140 92 28 108 29 44
split_gain=0.0514865 0.193112 0.353753 0.326759 0.303708 0.234922 0.28213 0.216091 0.321539 0.352404 0.419992
threshold=0.0028552538715302949 0.00017767510871635753 0.00017767510871635753 0.00047558375808876013 0.00062670491752214741 0.0051502294372767219 0.00017767510871635753 0.001792412775103003 0.015200819820165636 0.0010585968848317864 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 -2 8 9 -3 -11
right_child=1 7 3 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=0.00016711531323703509 0.0017513024965498409 0.0013687764955431581 -0.0066738613580900157 -0.00063634042900852445 -0.0016852462995453335 0.0041701938408682249 -0.0030588393848442722 0.00060505982387180609 0.0013517468480043243 -0.0044431826168649501 -0.00070876804613747158
leaf_weight=3917.3286480903625 143.00594544410706 263.28363168239594 62.922701597213745 1332.0732260942459 145.58116328716278 76.358062505722046 63.339982867240906 1797.8551343679428 350.99064874649048 118.37445044517517 1288.8862845897675
leaf_count=2236 49 94 41 646 71 29 34 769 146 71 594
internal_value=0 -0.000116017 -0.000624041 -0.000982054 -0.00319072 0.00132693 0.00027478 0.000126501 -0.000299106 -0.00064596 -0.0010229
internal_weight=0 5642.67 1823.28 1540.58 208.504 282.704 206.346 3819.39 2021.54 1670.54 1407.26
internal_count=4780 2544 870 758 112 112 83 1674 905 759 665
is_linear=0
shrinkage=0.06


Tree=486
num_leaves=12
num_cat=0
split_feature=96 28 12 97 10 88 133 14 39 102 97
split_gain=0.0544998 0.180443 0.282459 0.387523 0.326137 0.323039 0.409314 0.275757 0.230113 0.218696 0.202252
threshold=0.0010918468469753864 0.001792412775103003 0.015200819820165636 0.0026012937305495147 0.0066005610860884198 0.0014881226234138014 0.0022272822679951791 0.0015349716995842757 0.0027679565828293566 0.0036604277556762104 0.02636832278221846
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 5 -5 6 -3 -7 -8 -9 -1
right_child=-2 2 -4 4 -6 7 8 9 -10 -11 -12
leaf_value=-0.00021757800121235564 -9.975280889500354e-05 0.0040252773966553759 -0.00057515964323001201 -0.0032630246382601125 0.0025878638258610481 0.0076924109682781567 -0.0037643931230132233 0.0011540418476756399 0.001313812901892167 0.0056113581121687928 0.0023118061397510345
leaf_weight=2115.1565705537796 6438.3456144332886 90.363525152206421 297.88000702857971 88.826630473136902 55.869030117988586 58.993759632110596 64.744647145271301 100.25687527656555 63.757264137268066 65.528269529342651 120.27768623828888
leaf_count=1166 3161 43 136 51 23 18 46 43 27 21 45
internal_value=0 0.000205738 0.000930238 0.00169243 -0.00100391 0.00257185 0.00093107 0.00416946 -0.0012448 0.00291584 -8.14843e-05
internal_weight=0 3121.65 886.22 588.34 144.696 443.644 218.865 224.779 128.502 165.785 2235.43
internal_count=4780 1619 408 272 74 198 116 82 73 64 1211
is_linear=0
shrinkage=0.06


Tree=487
num_leaves=12
num_cat=0
split_feature=78 28 121 83 128 86 131 46 40 87 47
split_gain=0.0515205 0.201823 0.185005 0.145549 0.273422 0.180827 0.298743 0.232638 0.163257 0.325803 0.33842
threshold=0.0011980500421486797 0.0062037324532866487 0.04273676127195359 0.00040826165059115743 0.028884131461381916 0.0079489401541650313 0.0020292587578296666 0.0038949446752667431 0.0066005610860884198 0.00038414125447161501 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 8 -7 -8 -5 10 -10
right_child=2 -3 -4 5 -6 6 7 -9 9 -11 -12
leaf_value=0.00039730470939891447 0.0022675692966221792 -0.002512876846932455 -0.0023055563970079411 -0.00029828765723551135 -0.0026438863566628601 -0.0056643595555308443 0.0030823407264030192 -0.0024440128199545164 0.00055007784382883076 -0.00021815195573149436 0.0030431970237787976
leaf_weight=1937.8089505434036 216.70749986171722 89.763073325157166 131.20935952663422 3849.2750308513641 50.270963072776794 54.800356864929199 45.039237141609192 70.108603477478027 1012.1770520210266 1859.7601028680801 243.07965016365051
leaf_count=1130 87 59 75 1961 28 35 15 39 417 833 101
internal_value=0 0.000268467 -7.22658e-05 -3.26739e-05 0.00134276 -8.41456e-05 -0.00201784 -0.00028242 -3.6958e-05 0.000285971 0.00103287
internal_weight=0 2027.57 7532.43 7401.22 266.978 7134.24 169.948 115.148 6964.29 3115.02 1255.26
internal_count=4780 1189 3591 3516 115 3401 89 54 3312 1351 518
is_linear=0
shrinkage=0.06


Tree=488
num_leaves=12
num_cat=0
split_feature=146 144 121 101 143 72 142 140 39 105 29
split_gain=0.0524394 0.265543 0.24691 0.173201 0.0925855 0.148442 0.164439 0.157741 0.135919 0.0739636 0.217079
threshold=0.028884131461381916 0.0027679565828293566 0.0098710241727530974 0.0013146653072908523 0.016668972559273246 0.011169348377734424 0.00096484774257987748 0.0038949446752667431 0.0087224207818508166 0.0032328735105693345 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -3 5 6 -2 -8 -7 -1 -11
right_child=1 3 -4 -5 -6 8 7 -9 -10 10 -12
leaf_value=8.9001341823584355e-05 0.00010653920877957931 0.0050255247507459298 0.0029105813509869684 0.00060029005657516086 0.0014553545440495869 -0.0014525124241579082 -0.0068342183158354303 -0.0020574436783948841 0.0027770726496135012 0.0033660718573229197 -0.00034381917547472425
leaf_weight=5970.3450694084167 56.571362257003784 68.2357177734375 75.472559809684753 59.696091771125793 50.688244342803955 64.459596276283264 40.611723661422729 64.276425719261169 47.512574672698975 57.874146223068237 3004.2563678026199
leaf_count=3093 29 23 32 24 21 33 30 42 15 19 1419
internal_value=0 0.000581478 -0.000180212 0.0029606 -0.000899916 -0.00133653 -0.00250073 -0.00390697 0.000342206 -3.39601e-05 -0.000273702
internal_weight=0 527.524 399.592 127.932 324.12 273.432 161.46 104.888 111.972 9032.48 3062.13
internal_count=4780 249 202 47 170 149 101 72 48 4531 1438
is_linear=0
shrinkage=0.06


Tree=489
num_leaves=12
num_cat=0
split_feature=80 54 108 74 118 49 75 117 69 133 116
split_gain=0.053562 0.196718 0.201668 0.196525 0.381213 0.311788 0.333941 0.247459 0.239566 0.709625 0.337508
threshold=0.0046923852059990176 0.0010585968848317864 0.079227816313505187 0.0013146653072908523 0.01884530205279589 0.00077738583786413084 0.0036604277556762104 0.0036604277556762104 0.0020292587578296666 0.0087224207818508166 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 8 -7 -5 9 10 -3
right_child=1 2 -4 7 -6 6 -8 -9 -10 -11 -12
leaf_value=-8.788940185182929e-05 -0.00072675034187707414 0.0010396310672970504 0.0044588038471383316 -8.84989405304243e-05 -0.0050523958516487969 -0.006033987105122058 0.00012360394274695197 0.0038894658935247073 -0.00014528146410813366 0.0045152751523926766 -0.0024681779472181457
leaf_weight=6912.6270385980606 599.19038450717926 477.45709383487701 45.507458567619324 103.19843423366547 48.265846967697144 54.800356864929199 75.238449096679688 123.87063717842102 804.78304052352905 190.569460272789 124.49167907238007
leaf_count=3420 333 265 19 47 32 35 30 44 399 75 81
internal_value=0 0.00022949 0.000509236 0.000419489 0.000206939 0.000353897 -0.0024713 0.00208156 0.000583901 0.00132437 0.000314166
internal_weight=0 2647.37 2048.18 2002.67 1775.61 1727.34 130.039 227.069 1597.3 792.518 601.949
internal_count=4780 1360 1027 1008 917 885 65 91 820 421 346
is_linear=0
shrinkage=0.06


Tree=490
num_leaves=12
num_cat=0
split_feature=39 5 29 107 143 128 121 89 17 25 34
split_gain=0.0501025 0.142053 0.193301 0.155064 0.206942 0.148913 0.178396 0.101784 0.0690356 0.253917 0.200364
threshold=0.028884131461381916 0.00057154725072905432 0.015675474889576439 0.0031340263085439806 0.016668972559273246 0.00039601318712811922 0.00075379351619631063 0.00038414125447161501 0.19438949227333072 0.0026833302108570938 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 7 -3 -7 -2 -1 10 -10
right_child=1 5 -4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-5.5977889067024018e-05 -0.00059578815192814572 0.0040256620426695347 0.0022766251700668803 -0.0037604629393607337 -0.0032677742818025229 0.0025734746304897616 -0.002015405768744562 0.0025373976756166297 0.0020283774796641158 0.0040148481536640083 -0.0036236868195481777
leaf_weight=8855.413014292717 75.004338383674622 71.828668713569641 87.605136752128601 56.571362257003784 57.690975666046143 70.709055304527283 53.62980329990387 74.302006244659424 44.153734445571899 66.881993651390076 46.209790706634521
leaf_count=4508 28 22 30 29 28 23 25 22 18 22 25
internal_value=0 0.000557377 -0.000165059 -0.000976628 -0.000215819 0.00185066 0.0005942 0.000963436 -3.38497e-05 0.00121232 -0.000861956
internal_weight=0 547.341 351.174 263.569 206.997 196.168 124.339 149.306 9012.66 157.246 90.3635
internal_count=4780 207 137 107 78 70 48 50 4573 65 43
is_linear=0
shrinkage=0.06


Tree=491
num_leaves=12
num_cat=0
split_feature=121 78 121 46 25 109 136 75 104 19 149
split_gain=0.0507062 0.490085 0.226912 0.216767 0.243608 0.293749 0.257159 0.214696 0.311571 0.334602 0.210485
threshold=0.007706565549597145 0.0068083447404205808 0.04273676127195359 0.096724390983581557 0.00090704852482303988 0.01884530205279589 0.00017767510871635753 0.0062037324532866487 0.0018488886416889729 0.010180860292166473 0.016164712607860569
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 -3 10 -10
right_child=1 7 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-5.6491431761665535e-05 0.0008422022070627115 0.0027530848117808399 -0.00043849403324149034 -0.0029723665150187188 0.0040668134035313436 0.0072908709571753959 -7.6041368163435298e-05 -0.0059953048087811548 -0.0091249020574595795 1.6339942523912098e-05 -0.0024647837256311193
leaf_weight=8191.0195212364197 486.69905197620392 50.688244342803955 339.63193416595459 38.555667400360107 116.68473529815674 49.100409507751465 100.30781543254852 42.61683976650238 33.843103051185608 76.358062505722046 34.494495034217834
leaf_count=4030 270 21 218 23 46 18 54 26 25 29 20
internal_value=0 0.000338005 0.00085878 0.00141555 0.00164028 0.00310002 0.00215172 -0.00213672 -0.00129509 -0.0027132 -0.0057631
internal_weight=0 1368.98 1130.98 791.348 752.792 266.093 216.993 238.001 195.384 144.696 68.3376
internal_count=4780 750 629 411 388 118 100 121 95 74 45
is_linear=0
shrinkage=0.06


Tree=492
num_leaves=12
num_cat=0
split_feature=22 102 81 114 44 103 107 148 113 105 93
split_gain=0.04823 0.215545 0.307338 0.432429 0.303364 0.298672 0.302041 0.291986 0.263001 0.247832 0.247473
threshold=0.00043393640953581786 0.00042089859198313212 0.0015833032084628942 0.029773407615721229 0.024810968898236755 0.00046126570669002836 0.0045489775948226461 0.020035739988088611 0.019431582652032379 0.017724351026117805 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 -3 8 7 -7 -6 10 -2 -4
right_child=1 2 4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00010423543124720768 0.0015414587760214152 -0.0032059175822545236 -0.00032521670534811918 0.0035483293530153967 0.0011772192038091754 -0.0077784277403403334 -0.0013982381587209719 -0.0032772784804379618 0.0050346198678132073 -0.0027221930460926396 0.00091646237869737798
leaf_weight=5981.6127337217331 578.39571118354797 204.02541124820709 1146.4807909727097 40.978064775466919 157.71374022960663 46.443901419639587 62.871761441230774 79.767842888832092 43.034121036529541 53.62980329990387 1165.0459975004196
leaf_count=3147 261 116 529 12 69 27 30 37 19 25 508
internal_value=0 0.000174239 -4.14363e-05 -0.00207624 0.000143113 -0.00151365 -0.00410893 -0.000319005 0.000387132 0.00117967 0.000300609
internal_weight=0 3578.39 2946.36 245.003 2701.36 346.797 109.316 237.482 2354.56 632.026 2311.53
internal_count=4780 1633 1347 128 1219 163 57 106 1056 286 1037
is_linear=0
shrinkage=0.06


Tree=493
num_leaves=12
num_cat=0
split_feature=51 82 98 61 135 98 42 102 4 23 47
split_gain=0.0468611 0.18593 0.253122 0.294822 0.357321 0.281621 0.370463 0.430974 0.338478 0.426899 0.327733
threshold=0.0020932231564074759 0.00085274505545385193 0.0051502294372767219 0.0016846025246195497 0.00039601318712811922 0.0037758676335215573 0.0068083447404205808 0.0066005610860884198 0.00096484774257987748 0.0072436286136507997 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 8 -7 -8 10 -10 -5
right_child=1 2 -4 5 -6 6 7 -9 9 -11 -12
leaf_value=0.00013450981156183834 -0.00067668234547972226 -0.00026529059938244998 -0.00056694026080431536 -0.0018956737184618699 0.0026790099884968239 0.0043765157361519468 -0.0057266984921682485 0.0033429270954515112 0.00096743638157073834 -0.0020465733361611166 0.0017897090768443811
leaf_weight=4720.288673043251 1535.6813560724258 234.59096431732178 1213.5058450698853 112.44039237499237 403.81623959541321 113.50906562805176 36.550551295280457 38.972948670387268 251.38516545295715 517.31554520130157 381.94313299655914
leaf_count=2387 769 113 679 52 143 40 27 16 98 278 178
internal_value=0 -0.000131191 0.000122349 0.000522466 0.00159709 5.00206e-05 0.0022099 -0.00104643 -0.000273227 -0.00106091 0.000951522
internal_weight=0 4839.71 3304.03 2090.52 638.407 1452.12 189.033 75.5235 1263.08 768.701 494.384
internal_count=4780 2393 1624 945 256 689 83 43 606 376 230
is_linear=0
shrinkage=0.06


Tree=494
num_leaves=12
num_cat=0
split_feature=89 103 70 123 1 67 64 94 79 143 93
split_gain=0.0497322 0.227727 0.237385 0.222634 0.198674 0.289098 0.208077 0.190392 0.0895492 0.228998 0.217425
threshold=0.0070226341485977182 0.00017767510871635753 0.0048403022810816774 0.0017376682371832433 0.0018488886416889729 0.0010585968848317864 0.00073092587990686308 0.00093549740267917525 0.05109804309904576 0.00085274505545385193 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 7 5 -5 -7 -2 -1 -10 -11
right_child=1 2 -4 4 -6 6 -8 -9 9 10 -12
leaf_value=-7.5906647616099565e-06 0.00010030626392569453 -0.0040088173285960389 0.0016090159380798337 0.0016718818429171081 0.0016651057741315916 -0.0068334045691584014 -0.0010843025252852633 0.0044941872106003481 0.0018593859619152895 -0.0048782861298425576 1.9675777827958283e-05
leaf_weight=8770.7797865867615 54.515305995941162 71.228216886520386 43.685513019561768 68.703939199447632 166.90475821495056 38.555667400360107 54.983527421951294 101.79376995563507 56.754532814025879 73.284273147583008 58.810589075088501
leaf_count=4440 22 38 14 27 63 23 26 35 20 45 27
internal_value=0 0.00052866 -0.00187315 0.0010972 0.00021174 -0.00128338 -0.00345401 0.00296175 -3.54247e-05 -0.00132813 -0.00269764
internal_weight=0 600.371 114.914 485.457 329.148 162.243 93.5392 156.309 8959.63 188.849 132.095
internal_count=4780 248 52 196 139 76 49 57 4532 92 72
is_linear=0
shrinkage=0.06


Tree=495
num_leaves=12
num_cat=0
split_feature=43 86 32 8 110 108 99 34 40 113 125
split_gain=0.052534 0.147818 0.0583648 0.212814 0.326627 0.281438 0.288664 0.360449 0.252629 0.209663 0.244287
threshold=0.11438806727528573 0.00060774214216507982 0.00087947337306104611 0.0060143163427710542 0.004017772153019906 0.0060143163427710542 0.00085274505545385193 0.0053125319536775359 0.0056525857653468856 0.0023699469165876512 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -5 -6 10 -8
right_child=1 -3 -4 4 8 -7 9 -9 -10 -11 -12
leaf_value=-1.1826819473258166e-07 -7.9305450377076874e-05 0.0043050746779380884 0.00012661527980525631 -0.00075387231122849637 -0.0016574533990576855 -0.0036723910104212022 0.00095111951603927419 -0.0076402445162649761 0.0039177532599120593 0.0031616559486405912 -0.0036646187135005786
leaf_weight=3850.9853360652924 96.999915361404419 38.738837957382202 4899.366118311882 75.706670522689819 49.151349663734436 186.47793781757355 113.32589507102966 42.850950479507446 72.296890139579773 69.172160625457764 64.927817702293396
leaf_count=2039 68 14 2311 34 29 114 49 28 26 31 37
internal_value=0 0.00117196 -1.68799e-05 -0.000172251 -0.00115588 -0.00177521 -0.000808549 -0.00324285 0.00166141 0.000357882 -0.000730135
internal_weight=0 135.739 9424.26 4524.9 673.91 552.461 365.983 118.558 121.448 247.426 178.254
internal_count=4780 82 4698 2387 348 293 179 62 55 117 86
is_linear=0
shrinkage=0.06


Tree=496
num_leaves=12
num_cat=0
split_feature=94 129 45 148 28 94 97 37 132 42 51
split_gain=0.0470083 0.169246 0.243198 0.184781 0.231326 0.165625 0.31774 0.405516 0.393781 0.162667 0.280593
threshold=0.0084566329605877417 0.0092791137285530585 0.00747153488919139 0.0051502294372767219 0.013032016810029747 0.0062037324532866487 0.0010918468469753864 0.0012745757703669371 0.00080172589514404546 0.0079489401541650313 0.016164712607860569
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1 9 8 -8 10 -7
right_child=1 2 -4 4 -6 6 7 -9 -10 -11 -12
leaf_value=8.9589888776403208e-06 0.00051153391385546255 0.00021258165932854284 0.0028419854967436944 -0.0056506333298367096 -7.6437291789621548e-06 -0.0037731613224490867 0.0020037112378369394 0.003676994524500586 -0.0062647121939442309 0.00031643711382603012 0.0020089153082670863
leaf_weight=7320.3624601364136 1515.2736139297485 71.879608869552612 42.800010323524475 74.403886556625366 40.326672792434692 215.32342565059662 41.680396914482117 91.90041983127594 41.263115644454956 69.640382051467896 35.145887017250061
leaf_count=3681 732 33 17 44 17 128 18 35 25 35 15
internal_value=0 0.000281595 -0.00123717 -0.00217275 -0.00366718 -6.28629e-05 -0.00112511 0.000931867 -0.0021097 -0.00224863 -0.00296182
internal_weight=0 1744.68 229.41 186.61 114.731 7815.32 494.954 174.844 82.9435 320.11 250.469
internal_count=4780 843 111 94 61 3937 256 78 43 178 143
is_linear=0
shrinkage=0.06


Tree=497
num_leaves=12
num_cat=0
split_feature=143 143 24 17 85 46 38 12 53 6 104
split_gain=0.0495692 0.206794 0.229652 0.277874 0.258716 0.311747 0.305519 0.491639 0.319423 0.273821 0.280336
threshold=0.001792412775103003 0.0034400182776153092 0.0044099434744566688 0.0016331639490090313 0.0045489775948226461 0.096724390983581557 0.00017767510871635753 0.024810968898236755 0.001792412775103003 0.00052132029668428015 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 9 7 -6 -8 10 -2
right_child=1 -3 3 -5 6 -7 8 -9 -10 -11 -12
leaf_value=-0.00025519811767716098 -0.00025501855125549712 -8.2637289438527089e-05 0.00057156848686313222 -0.0028075942472185231 -0.0058486359153462151 -0.0030208840826573785 0.0039230620792589889 0.0017904437203339742 -0.0021965061286131158 -0.0030759316122914628 0.0028454376951158457
leaf_weight=2129.6606047153473 128.2678005695343 5981.5303734540939 277.44191479682922 128.03368985652924 71.462327599525452 46.912122845649719 79.482792019844055 52.693360447883606 50.036852359771729 36.082329869270325 578.39571118354797
leaf_count=1142 71 2935 141 69 40 31 24 17 26 23 261
internal_value=0 7.31441e-05 0.000716301 -0.000495442 0.00118723 0.00172274 -0.000479759 -0.00260651 0.00155891 0.00202235 0.00228267
internal_weight=0 7430.34 1448.81 405.476 1043.33 789.658 253.675 124.156 129.52 742.746 706.664
internal_count=4780 3638 703 210 493 386 107 57 50 355 332
is_linear=0
shrinkage=0.06


Tree=498
num_leaves=12
num_cat=0
split_feature=149 37 61 82 138 104 54 93 109 125 105
split_gain=0.048008 0.14767 0.358968 0.284728 0.277585 0.351046 0.240437 0.258889 0.239696 0.198644 0.274366
threshold=0.0016331639490090313 0.0023699469165876512 0.0016846025246195497 0.00073092587990686308 0.00017767510871635753 0.0049928687512874612 0.0045489775948226461 0.0028552538715302949 0.0034400182776153092 0.0098710241727530974 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 4 -2 8 9 -8 -6 10 -3
right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=0.00012774597029965051 -0.00049851255808675411 -0.0020828860659836308 -0.00059492685222504202 -7.3955513051036638e-05 -0.0026037909025173741 -0.00071043219495247559 0.00088194436252051085 0.0057906488424562582 -0.0079207881757248164 -0.0029421315329755072 0.0024029139937641474
leaf_weight=5024.4788392782211 387.69402050971985 64.042315006256104 512.5520406961441 2923.1965709924698 59.278810501098633 113.79411649703979 69.40627133846283 87.371026039123535 62.922701597213745 45.090177297592163 210.17298996448517
leaf_count=2429 206 40 269 1540 31 53 33 28 41 26 84
internal_value=0 -0.000141518 0.000506952 -0.000322268 -0.00148609 -0.00310849 0.00169324 0.00361754 -0.00534156 0.000748417 0.00135527
internal_weight=0 4535.52 988.635 3546.89 623.69 235.996 476.083 156.777 122.202 319.305 274.215
internal_count=4780 2351 480 1871 331 125 211 61 72 150 124
is_linear=0
shrinkage=0.06


Tree=499
num_leaves=12
num_cat=0
split_feature=146 144 121 44 50 127 10 88 52 51 40
split_gain=0.0479292 0.228928 0.221015 0.134945 0.202656 0.154211 0.122876 0.118514 0.0684105 0.192079 0.290019
threshold=0.028884131461381916 0.0020292587578296666 0.0098710241727530974 0.00073092587990686308 0.00244467705488205 0.00044738779251929378 0.004017772153019906 0.00017767510871635753 0.0046923852059990176 0.00080172589514404546 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -5 7 -3 -6 -1 -10 -11
right_child=1 6 -4 4 5 -7 -8 -9 9 10 -12
leaf_value=-0.00014952916352388397 -0.0033344801204970445 0.0011768627148469478 0.0026659870411567237 0.0020397977038367227 -0.0014114571989254727 0.00021710037142938014 0.0046919909808204961 -0.0063569077937061236 0.0010016682659977835 -0.0010655554621241251 0.00039297770944766238
leaf_weight=6011.2613639831543 67.217984676361084 93.254143953323364 75.472559809684753 85.60002064704895 38.321556687355042 77.528616070747375 58.108256936073303 32.021157503128052 794.0551278591156 730.1862233877182 1496.9728682041168
leaf_count=2946 46 36 32 34 21 39 21 20 413 459 713
internal_value=0 0.00055591 -0.000236958 -0.000965593 -0.000283575 -0.00162853 0.00252633 -0.00366271 -3.24668e-05 0.00020045 -8.52103e-05
internal_weight=0 527.524 376.162 300.689 233.471 147.871 151.362 70.3427 9032.48 3021.21 2227.16
internal_count=4780 249 192 160 114 80 57 41 4531 1585 1172
is_linear=0
shrinkage=0.06


Tree=500
num_leaves=12
num_cat=0
split_feature=10 38 115 41 42 83 51 1 89 108 60
split_gain=0.0508261 0.184619 0.317354 0.377677 0.443661 0.341409 0.246719 0.239892 0.238681 0.222681 0.229382
threshold=0.0011615398107096555 0.00044738779251929378 0.0014427106943912806 0.000490355829242617 0.00047558375808876013 0.00040826165059115743 0.0038949446752667431 0.00244467705488205 0.013032016810029747 0.0030382014811038975 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 7 -5 -1 9 -3 10 -4
right_child=-2 8 3 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00014334722830433249 -7.2884695594535709e-05 -0.00080836626152771792 -0.00070353533298533498 0.0022233573218390004 0.0040706548407811833 -0.0035319065894814073 -0.0033098414484895584 -0.0018201367653250422 0.0030099978647377314 0.0044314483778853187 0.0036244854060569296
leaf_weight=449.07982742786407 7483.0738155841827 693.33003115653992 140.81765878200531 62.403540015220642 251.10011458396912 91.53407871723175 89.294851899147034 93.539194822311401 64.408656120300293 77.243565201759338 64.174545407295227
leaf_count=255 3761 366 62 26 85 53 55 49 22 26 20
internal_value=0 0.0002626 0.000691332 0.00146408 0.00211799 -0.00119883 -0.000429399 0.000813189 -0.000483801 0.00168593 0.000651388
internal_weight=0 2076.93 1319.19 780.813 626.875 153.938 538.375 375.775 757.739 282.236 204.992
internal_count=4780 1019 631 321 242 79 310 157 388 108 82
is_linear=0
shrinkage=0.06


Tree=501
num_leaves=12
num_cat=0
split_feature=24 100 128 80 92 56 56 140 123 3 131
split_gain=0.0482443 0.131361 0.113468 0.0983691 0.105664 0.0708 0.0548677 0.197278 0.191523 0.171005 0.204629
threshold=0.031632266007363803 0.0013986918493174019 0.0010918468469753864 0.0022272822679951791 0.00055427959887310873 0.0087224207818508166 0.0026012937305495147 0.011880517937242987 0.00017767510871635753 0.0053125319536775359 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 -1 8 -8 10 -10
right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 -12
leaf_value=3.5043361775641288e-05 -0.0038097391470656656 0.0014415109378801303 -0.003107897516342187 0.0027011369997878027 -0.0026214446727827836 0.0022572433935443528 0.0031397971292993418 -0.0046196419152412082 -0.0050244799354545863 0.00069490657552057208 0.0006302682989732676
leaf_weight=8991.3956383466721 43.970563888549805 46.627071976661682 37.201943278312683 51.807857751846313 45.558398723602295 50.688244342803955 50.454133629798889 41.731337070465088 58.861529231071472 103.84982621669769 37.85333526134491
leaf_count=4497 27 18 22 20 30 21 19 29 38 42 17
internal_value=0 -0.000867856 -0.00015395 0.000609228 -0.000566417 2.09336e-05 8.72409e-06 -0.000799634 -0.000164566 -0.000995813 -0.00281126
internal_weight=0 225.166 181.195 143.993 92.1855 9334.83 9284.15 292.75 251.019 200.565 96.7149
internal_count=4780 117 90 68 48 4663 4642 145 116 97 55
is_linear=0
shrinkage=0.06


Tree=502
num_leaves=12
num_cat=0
split_feature=38 68 76 8 95 70 27 71 65 8 28
split_gain=0.0496961 0.261017 0.425851 0.350877 0.210222 0.384989 0.185779 0.272335 0.181238 0.23397 0.18558
threshold=0.0022272822679951791 0.0051502294372767219 0.0003614811430452392 0.0053125319536775359 0.072653736919164671 0.0035485138650983576 0.012252715881913902 0.010829726699739696 0.0005375427135732026 0.0035485138650983576 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 -3 -1 -6 7 8 -2 10 -10
right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-1.1444825434591097e-05 0.0032067278381300024 0.0081109867657191415 0.00018611073914089518 0.0012723879770664864 -0.0055844003964989645 0.0014104946795189541 0.002658035781011074 -0.0025278934957144806 -0.0045402883355651173 0.00082221621548755571 0.00017261732303184264
leaf_weight=8467.4946430921555 63.289042711257935 57.222754240036011 193.66383969783783 51.156465768814087 66.098371267318726 49.568630933761597 70.759995460510254 182.46770560741425 66.749763250350952 236.77925097942352 54.749416708946228
leaf_count=4205 23 24 112 25 47 22 34 122 42 100 24
internal_value=0 0.000405505 0.00187148 0.00488308 -4.61499e-05 -0.00258677 -0.000250675 -0.000591417 0.000246751 -0.000276122 -0.00241658
internal_weight=0 976.838 302.043 108.379 8583.16 115.667 674.795 604.035 421.567 358.278 121.499
internal_count=4780 506 161 49 4274 69 345 311 189 166 66
is_linear=0
shrinkage=0.06


Tree=503
num_leaves=12
num_cat=0
split_feature=7 123 87 99 42 118 24 131 131 93 43
split_gain=0.051791 0.16028 0.181488 0.203853 0.298795 0.234664 0.262458 0.23407 0.20531 0.246671 0.179361
threshold=0.00055427959887310873 0.013439828064292671 0.0026833302108570938 0.0026012937305495147 0.0051502294372767219 0.00085274505545385193 0.00047558375808876013 0.00096484774257987748 0.0033348383149132137 0.0020292587578296666 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 10 6 -4 -7 -8 -10 -5
right_child=-2 -3 3 4 -6 7 8 -9 9 -11 -12
leaf_value=-3.8145371345929296e-07 -0.00010372561234892508 -0.0033468677784557368 0.0047220827569212183 -0.0027293828252739007 0.002195507633774138 0.0058685580870259813 -0.00089131428608301138 0.00055725738785488788 -0.00020838693928136671 0.006183195762796097 0.0021844526977099245
leaf_weight=2605.7238643169403 6161.1367403268814 45.558398723602295 56.337251543998718 138.49714171886444 112.72544324398041 84.480407238006592 188.06577265262604 46.209790706634521 49.151349663734436 38.972948670387268 33.14077091217041
leaf_count=1543 2779 30 27 95 65 35 117 25 29 16 19
internal_value=0 0.000188024 0.000236049 0.00106014 -0.000204413 0.00183643 0.000989808 0.00399057 0.000228499 0.00261829 -0.00178059
internal_weight=0 3398.86 3353.3 747.581 284.363 463.218 332.527 130.69 276.19 88.1243 171.638
internal_count=4780 2001 1971 428 179 249 189 60 162 45 114
is_linear=0
shrinkage=0.06


Tree=504
num_leaves=12
num_cat=0
split_feature=81 143 83 29 74 83 8 146 49 92 7
split_gain=0.049476 0.115655 0.218896 0.177973 0.144714 0.137305 0.0997386 0.202887 0.197271 0.133537 0.157494
threshold=0.00017767510871635753 0.00017767510871635753 0.0014427106943912806 0.0020292587578296666 0.00017767510871635753 0.020658296532928947 0.00017767510871635753 0.0056525857653468856 0.00044738779251929378 0.00082683752407319855 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -5 7 8 9 10 -2
right_child=6 2 3 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0001872193455904429 0.00024155966390441031 0.0046206568943005996 -0.0021001842007065978 0.0035535894556795265 -0.0044490133556691945 -2.502574316284154e-05 1.5237084165072411e-05 -0.0043526355063200637 -0.0046065186765538073 -0.0012044837368430632 0.0046015309221734786
leaf_weight=134.85325062274933 151.28111064434052 58.576478362083435 66.515652537345886 70.99410617351532 29.547819972038269 84.582287549972534 8661.7383445501328 53.914854168891907 36.967832565307617 173.87713944911957 37.151003122329712
leaf_count=85 88 25 40 36 20 57 4248 38 20 112 11
internal_value=0 0.000617706 0.00135795 0.000497416 -0.000646051 0.001608 -3.01618e-05 -0.000897858 -0.000431355 -5.34704e-06 0.00110117
internal_weight=0 445.07 280.669 222.092 164.401 155.576 9114.93 453.192 399.277 362.309 188.432
internal_count=4780 263 158 133 105 93 4517 269 231 211 99
is_linear=0
shrinkage=0.06


Tree=505
num_leaves=12
num_cat=0
split_feature=77 79 1 141 146 75 110 49 144 18 68
split_gain=0.0480042 0.134432 0.210268 0.212623 0.167218 0.204052 0.195699 0.20687 0.188678 0.151844 0.149209
threshold=0.016164712607860569 0.0016846025246195497 0.00062670491752214741 0.0023699469165876512 0.011519505176693203 0.013860232196748258 0.0016846025246195497 0.00064626874518580746 0.00082683752407319855 0.00052132029668428015 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 10 -6 -7 -3
right_child=1 4 3 -5 8 9 -8 -9 -10 -11 -12
leaf_value=-5.0898582478818176e-05 0.00047224682104257909 0.0019575452645127912 -0.006245671254305727 -0.00086851371825787452 -0.00427100016486762 -0.0019662245590457601 -0.0014457450414931366 -0.00058636944823392057 0.00020400184747294169 0.0013727882860628056 0.0045172077215009983
leaf_weight=8361.6602908372879 202.6207469701767 229.77651965618134 40.377612948417664 76.877224087715149 44.204674601554871 108.196049451828 57.925086379051208 75.472559809684753 145.76433384418488 89.661193013191223 127.46358811855316
leaf_count=4220 104 93 28 44 29 58 30 32 62 37 43
internal_value=0 0.000355155 -0.000697981 -0.00272018 0.000738635 0.00117347 0.00182941 0.00226784 -0.000837305 -0.000453114 0.00287084
internal_weight=0 1198.34 319.876 117.255 878.464 688.495 490.638 432.713 189.969 197.857 357.24
internal_count=4780 560 176 72 384 293 198 168 91 95 136
is_linear=0
shrinkage=0.06


Tree=506
num_leaves=12
num_cat=0
split_feature=10 10 143 150 61 106 28 53 39 85 56
split_gain=0.0488227 0.205435 0.569966 0.37968 0.237621 0.314104 0.185886 0.185061 0.297374 0.261315 0.251291
threshold=0.0011615398107096555 0.0016846025246195497 0.0049928687512874612 0.0011615398107096555 0.0014881226234138014 0.0016331639490090313 0.00066645268816500913 0.0020932231564074759 0.010829726699739696 0.00068727668258361529 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 -4 8 -3 -10 -11
right_child=1 7 3 4 -6 -7 -8 -9 9 10 -12
leaf_value=0.00025737283931992364 0.00059238004193401235 -0.00091220212086876571 -0.003345773332190622 -0.00030529066210937086 0.00067110420263072714 -0.0067298070753246588 -0.008403214313445595 0.00019578678780131253 -0.00097939592944253757 0.0059040660860603363 0.0008557395027058882
leaf_weight=2076.9260641336441 347.44863796234131 1301.9758944511414 52.092908620834351 57.222754240036011 99.137261867523193 52.561130046844482 52.561130046844482 5273.2183266878128 101.37648868560791 61.467097163200378 84.01218581199646
leaf_count=1019 158 653 33 24 44 37 37 2684 42 18 31
internal_value=0 -7.14338e-05 -0.00108138 -0.00293594 -0.00145827 -0.00338115 -0.00588581 2.64249e-05 -0.000550192 0.00135914 0.00298873
internal_weight=0 7483.07 661.024 313.575 208.921 109.784 104.654 6822.05 1548.83 246.856 145.479
internal_count=4780 3761 333 175 105 61 70 3428 744 91 49
is_linear=0
shrinkage=0.06


Tree=507
num_leaves=12
num_cat=0
split_feature=141 127 54 3 72 24 88 33 63 7 147
split_gain=0.0482467 0.167725 0.246867 0.381027 0.250401 0.225949 0.250792 0.195046 0.187972 0.268739 0.185211
threshold=0.016668972559273246 0.0042751494329422721 0.0053125319536775359 0.00899649551138282 0.0048403022810816774 0.0020292587578296666 0.0020292587578296666 0.0046923852059990176 0.0038949446752667431 0.0013986918493174019 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -4 -6 9 -7 -10
right_child=-2 2 5 -5 7 8 -8 -9 10 -11 -12
leaf_value=3.712374402780891e-05 0.00040899706333765503 0.00039965535795631629 0.0012451188869314698 0.0044015416445225275 -0.0014545388354826909 -0.0031627201660217206 -0.0037658771474287796 -0.0069865751915121821 -0.0044769543689077004 -0.010015012653224697 0.0012826608398736202
leaf_weight=7875.4901604652405 936.59285187721252 241.51240539550781 103.71759581565857 62.169429302215576 80.938396453857422 60.917585492134094 55.034467577934265 32.021157503128052 39.023888826370239 31.135654807090759 41.446286201477051
leaf_count=3870 458 151 62 24 47 45 37 20 27 23 16
internal_value=0 -4.44214e-05 -0.000903084 6.89245e-05 -0.000690956 -0.00212557 -0.00049204 -0.00302273 -0.0036287 -0.00548041 -0.00151046
internal_weight=0 8623.41 747.917 416.641 354.472 331.275 158.752 112.96 172.523 92.0532 80.4702
internal_count=4780 4322 452 242 218 210 99 67 111 68 43
is_linear=0
shrinkage=0.06


Tree=508
num_leaves=12
num_cat=0
split_feature=142 66 77 2 36 11 73 60 105 114 100
split_gain=0.0469276 0.206801 0.298835 0.176174 0.28221 0.165939 0.332788 0.170606 0.198875 0.158095 0.126352
threshold=0.027182282879948619 0.00050559637020342063 0.0013146653072908523 0.00087947337306104611 0.00085274505545385193 0.013860232196748258 0.00042089859198313212 0.0019672545604407792 0.0060143163427710542 0.00017767510871635753 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 8 -7 -8 -11
right_child=1 2 -4 -5 -6 7 9 -9 -10 10 -12
leaf_value=-3.8924525750302162e-05 -0.00089480312886035165 0.0010465009878110273 -0.0047551631968829758 0.0037963154372396592 -0.0028171370019456662 -0.00095364072870685686 0.0062307178904501279 -0.0029124535878761152 0.0042423019077541743 0.00091934145699837811 0.0043801335349932455
leaf_weight=8805.0705209970474 100.77603685855865 66.464712381362915 61.568977475166321 67.584325790405273 77.111334800720215 70.342714190483093 50.454133629798889 61.986258745193481 42.565899610519409 90.780806422233582 65.294158816337585
leaf_count=4416 58 29 40 28 46 41 19 33 15 36 19
internal_value=0 0.000453994 -0.00174341 0.000902779 0.000553139 0.0010921 0.00193178 -0.000383295 0.0010052 0.00331102 0.00236717
internal_weight=0 754.929 128.034 626.896 559.311 482.2 307.305 174.895 112.909 206.529 156.075
internal_count=4780 364 69 295 267 221 132 89 56 74 55
is_linear=0
shrinkage=0.06


Tree=509
num_leaves=12
num_cat=0
split_feature=7 117 138 8 108 132 3 77 96 117 52
split_gain=0.0458411 0.188525 0.235464 0.201276 0.218494 0.193053 0.415287 0.295951 0.268476 0.264116 0.27613
threshold=0.00055427959887310873 0.0012357163941487672 0.0020292587578296666 0.0095705352723598498 0.0030382014811038975 0.0022272822679951791 0.0013986918493174019 0.012636432424187662 0.0005375427135732026 0.0019672545604407792 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 7 -7 9 -9 10 -3
right_child=-2 3 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.0013111294389217165 -9.7585689440001327e-05 -0.00073226421334847392 0.0014939346145157559 0.00091344485569367175 -0.0020331646116200867 0.0066382092315979664 -4.1983841007780873e-05 0.006288863441646698 0.0013144249820077811 3.9683108556141235e-05 0.0041746200604676712
leaf_weight=523.63653445243835 6161.1367403268814 63.808204293251038 135.63687300682068 148.5227222442627 232.27044725418091 58.108256936073303 79.116450905799866 54.281195282936096 139.28076410293579 1847.2319047451019 116.96978616714478
leaf_count=332 2779 38 60 75 146 21 42 20 70 1138 59
internal_value=0 0.000176894 -0.000734024 0.000396104 -0.000883883 0.000602739 0.00278677 0.000467833 0.00270942 0.000253886 0.00244266
internal_weight=0 3398.86 659.273 2739.59 380.793 2358.8 137.225 2221.57 193.562 2028.01 180.778
internal_count=4780 2001 392 1609 221 1388 63 1325 90 1235 97
is_linear=0
shrinkage=0.06


Tree=510
num_leaves=12
num_cat=0
split_feature=31 143 44 58 140 92 1 72 127 142 96
split_gain=0.0456689 0.190548 0.235437 0.206629 0.203409 0.179265 0.273208 0.284138 0.283048 0.286781 0.28796
threshold=0.00039601318712811922 0.035692447796463973 0.0070226341485977182 0.00096484774257987748 0.01884530205279589 0.0014427106943912806 0.00039601318712811922 0.0072436286136507997 0.00044738779251929378 0.0070226341485977182 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 6 8 -8 9 10 -2
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0001236058060145453 0.00055814313408613942 -0.00029211972319203525 0.00066622863366691868 -0.0088808749937415287 -0.0025416964665625516 -7.1647912247170721e-05 0.0022054497277585803 0.00028083743713707034 -0.0025708149125433558 -0.0026639132119217158 0.0057968388677590256
leaf_weight=5062.4654749631882 207.93376314640045 48.683128237724304 93.722365379333496 32.489378929138184 41.497226357460022 2690.1522613763809 558.2730199098587 546.45584392547607 154.87406158447266 77.29450535774231 46.15885055065155
leaf_count=2669 86 25 40 24 27 1324 237 210 87 37 14
internal_value=0 0.000139132 -0.00159797 -0.00332787 -0.00532539 0.000226934 0.000731797 0.00125344 -0.000453308 0.00053631 0.00150981
internal_weight=0 4497.53 216.392 122.67 73.9866 4281.14 1590.99 1104.73 486.261 331.387 254.093
internal_count=4780 2111 116 76 51 1995 671 447 224 137 100
is_linear=0
shrinkage=0.06


Tree=511
num_leaves=12
num_cat=0
split_feature=32 94 3 27 12 49 51 139 71 81 4
split_gain=0.0491275 0.171143 0.241088 0.294724 0.243515 0.331313 0.22031 0.250404 0.352319 0.309543 0.238659
threshold=0.00087947337306104611 0.0033348383149132137 0.0032328735105693345 0.0084566329605877417 0.00747153488919139 0.000490355829242617 0.045367386192083366 0.00017767510871635753 0.0068083447404205808 0.0018488886416889729 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 5 -3 7 -1 9 -9 -10
right_child=-2 2 3 -5 -6 -7 -8 8 10 -11 -12
leaf_value=0.00015241386631997431 0.0001321842606093954 -0.0014176090339833882 0.0020489639569310487 -0.002933941503124096 -0.0048918587258458442 0.0018772370821979662 0.0035685679400556318 -0.00057746879869335064 -0.0026837168821910004 -0.0063922070787670645 0.0030081311986209741
leaf_weight=3141.6447261571884 4916.4963104724884 761.21999788284302 188.98162543773651 55.21763813495636 59.981142640113831 128.40003097057343 63.757264137268066 57.690975666046143 44.856066584587097 76.877224087715149 64.876877546310425
leaf_count=1663 2320 460 72 28 37 51 27 28 24 44 26
internal_value=0 -0.000139955 -0.000759158 0.000922244 -0.00119155 -0.00094206 7.43251e-05 8.52864e-06 -0.0018418 -0.00389936 0.000681447
internal_weight=0 4643.5 1193.8 244.199 949.601 889.62 3449.7 3385.95 244.301 134.568 109.733
internal_count=4780 2460 648 100 548 511 1812 1785 122 72 50
is_linear=0
shrinkage=0.06


Tree=512
num_leaves=12
num_cat=0
split_feature=80 54 133 19 23 78 97 20 112 12 57
split_gain=0.0468553 0.155735 0.218253 0.204709 0.237671 0.32852 0.31274 0.412801 0.342803 0.261174 0.299424
threshold=0.0046923852059990176 0.0010585968848317864 0.01884530205279589 0.04673989117145539 0.012636432424187662 0.0068083447404205808 0.0022975050378590827 0.0026833302108570938 0.00017767510871635753 0.0062037324532866487 0.0003614811430452392
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 -3 10 -6
right_child=1 3 -4 -5 9 -7 -8 -9 -10 -11 -12
leaf_value=-8.2202989571409242e-05 -0.0010581818617192004 0.0048524431552172806 0.0024711277762345597 0.0031398652741449532 -9.0272410107055892e-05 -1.4994012795075293e-05 -0.0014970480942607008 0.0071887230554592363 7.4150430258798045e-05 0.0018275728737164407 -0.0027505301383770739
leaf_weight=6912.6270385980606 527.54488635063171 90.546695709228516 71.645498156547546 97.966708302497864 809.85218596458435 403.96906006336212 59.278810501098633 73.182392835617065 134.09997832775116 191.68907368183136 187.59755122661591
leaf_count=3420 302 34 31 34 474 176 31 23 68 74 113
internal_value=0 0.000214642 -0.000636181 0.000463548 0.000329107 0.00115705 0.00248289 0.00327505 0.0020001 -0.000200796 -0.000590606
internal_weight=0 2647.37 599.19 2048.18 1950.22 761.077 357.108 297.829 224.647 1189.14 997.45
internal_count=4780 1360 333 1027 993 332 156 125 102 661 587
is_linear=0
shrinkage=0.06


Tree=513
num_leaves=12
num_cat=0
split_feature=146 109 10 51 81 141 18 65 54 109 21
split_gain=0.0468778 0.210399 0.279034 0.151505 0.0746493 0.0615903 0.134038 0.141414 0.199408 0.091162 0.207191
threshold=0.044033329933881767 0.0084566329605877417 0.0031340263085439806 0.013032016810029747 0.020658296532928947 0.031632266007363803 0.0021592099219560628 0.00087947337306104611 0.0005893622583243997 0.024810968898236755 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -3 9 7 -7 -9 -1 -11
right_child=1 4 -4 -5 -6 6 -8 8 -10 10 -12
leaf_value=-0.00011873073848191471 -0.0020362272597886769 -0.0037434068764372616 0.0051061757120275499 0.0025655952340603735 -3.1825476884978922e-05 0.00016746282277277895 -0.0021881808603697833 0.005511093036221321 0.00085749156481106873 -0.0011782889156926183 0.0010339582203057569
leaf_weight=8017.6008431911469 55.919970273971558 36.316440582275391 64.642766833305359 47.746685385704041 42.148618340492249 235.47646701335907 51.624687194824219 52.276079177856445 90.597635865211487 197.43996119499207 668.20972466468811
leaf_count=4017 34 25 24 17 22 110 29 24 45 102 331
internal_value=0 0.000816217 0.00201243 8.32756e-05 -0.00174968 -2.16275e-05 0.000679701 0.00107101 0.0025602 -5.55738e-05 0.000529382
internal_weight=0 246.774 168.309 103.667 78.4651 9313.23 429.975 378.35 142.874 8883.25 865.65
internal_count=4780 122 75 51 47 4658 208 179 69 4450 433
is_linear=0
shrinkage=0.06


Tree=514
num_leaves=12
num_cat=0
split_feature=10 38 17 89 148 147 42 138 36 1 125
split_gain=0.0465789 0.157316 0.318868 0.302582 0.310752 0.238319 0.366253 0.2857 0.262907 0.406469 0.319998
threshold=0.0011615398107096555 0.00044738779251929378 0.0038949446752667431 0.013032016810029747 0.017188700847327713 0.0013146653072908523 0.0011261500185355546 0.00082683752407319855 0.0020932231564074759 0.00244467705488205 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 7 -7 9 -9 -10
right_child=-2 2 -4 -5 -6 6 -8 8 10 -11 -12
leaf_value=-0.00036248787798745112 -6.9773034797760252e-05 -0.0010768920967222735 0.0018365758497197176 0.0029114610991256254 -0.0059134363967306633 0.0020935426973816944 0.0045647320194217057 -0.00022474554259443365 -0.0013599324101459254 -0.0067514209882640983 0.0033663893006104575
leaf_weight=513.82447457313538 7483.0738155841827 472.27630805969238 171.66826272010803 60.581594467163086 53.212522029876709 324.61849844455719 106.74044501781464 119.15807282924652 99.371372580528259 48.265846967697144 107.20866644382477
leaf_count=301 3761 263 72 21 32 132 35 46 46 32 39
internal_value=0 0.000251389 -0.000437614 -0.00110376 -0.00156665 0.000647151 0.0012913 0.000791167 -0.000339236 -0.00210629 0.00109288
internal_weight=0 2076.93 757.739 586.07 525.489 1319.19 805.363 698.622 374.004 167.424 206.58
internal_count=4780 1019 388 316 295 631 330 295 163 78 85
is_linear=0
shrinkage=0.06


Tree=515
num_leaves=12
num_cat=0
split_feature=94 94 37 7 61 98 41 95 14 28 94
split_gain=0.0488939 0.134719 0.403359 0.466339 0.300314 0.305831 0.272297 0.193317 0.178289 0.167781 0.157627
threshold=0.0084566329605877417 0.0062037324532866487 0.00057154725072905432 0.001792412775103003 0.0021592099219560628 0.0051502294372767219 0.00046126570669002836 0.0019071503775194289 0.0015349716995842757 0.0026012937305495147 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 8 5 9 -6 -5 -3 -4 -1
right_child=-2 2 4 7 6 -7 -8 -9 -10 -11 -12
leaf_value=-5.6702101191667466e-05 0.00028718697799193156 -0.0039376650457770288 0.0053980831127864552 -0.0098193052043223528 -0.0038720893735588249 -0.0022980914007728432 0.0024619487520139488 -0.0035756947198488103 0.00071238560197305393 0.0011032137469264955 0.0013519492331474417
leaf_weight=7022.2483423948288 1744.6837924718857 46.026620149612427 70.943166017532349 39.023888826370239 81.406617879867554 45.324288010597229 34.911776304244995 32.906660199165344 83.594904541969299 60.815705180168152 298.11411774158478
leaf_count=3543 843 34 25 27 51 28 13 17 38 23 138
internal_value=0 -6.41114e-05 -0.00102214 -0.00308872 0.000397502 0.00195327 -0.00197099 -0.00696299 -0.000938776 0.00341571 6.63754e-07
internal_weight=0 7815.32 494.954 201.552 293.402 177.083 116.318 71.9305 129.622 131.759 7320.36
internal_count=4780 3937 256 116 140 76 64 44 72 48 3681
is_linear=0
shrinkage=0.06


Tree=516
num_leaves=12
num_cat=0
split_feature=18 66 69 127 94 2 146 67 57 84 62
split_gain=0.0463933 0.183426 0.292432 0.258052 0.549464 0.239594 0.229864 0.338778 0.261505 0.212254 0.284978
threshold=0.0015833032084628942 0.00096484774257987748 0.00747153488919139 0.00087947337306104611 0.0054799309000372895 0.00064626874518580746 0.0041444667149335155 0.00017767510871635753 0.00070876078098081063 0.0015349716995842757 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 -2 6 9 7 -5 -8 10 -3
right_child=1 2 -4 4 -6 -7 8 -9 -10 -11 -12
leaf_value=-7.8449615667393417e-05 0.00085383616481000426 -0.0021721837081377805 -0.0043338951435725531 -0.0011912069291655906 0.0019853414646066551 -0.0044785554118331426 -0.0018295224835523189 -0.0076311454892493483 0.0029556177234565362 -0.0035459140252824301 0.0025723793663618762
leaf_weight=7069.5679864883423 1521.5328329801559 63.808204293251038 75.523499965667725 64.69370698928833 194.68157279491425 40.143502235412598 226.75367045402527 53.914854168891907 50.220022916793823 39.675280809402466 159.48474562168121
leaf_count=3662 627 38 43 35 89 26 120 38 17 22 63
internal_value=0 0.000222694 -0.00099338 0.000440731 -0.000624138 -0.000161056 -0.00190837 -0.00411855 -0.000961895 0.000498034 0.00121657
internal_weight=0 2490.43 378.635 2111.8 590.264 303.112 395.582 118.609 276.974 262.968 223.293
internal_count=4780 1118 192 926 299 149 210 73 137 123 101
is_linear=0
shrinkage=0.06


Tree=517
num_leaves=12
num_cat=0
split_feature=67 12 34 149 30 88 10 76 21 68 71
split_gain=0.0446384 0.220632 0.282217 0.248693 0.198479 0.211138 0.233138 0.229457 0.304448 0.168735 0.163576
threshold=0.0020292587578296666 0.00075379351619631063 0.0053125319536775359 0.016164712607860569 0.00064626874518580746 0.00064626874518580746 0.007706565549597145 0.0014427106943912806 0.0037758676335215573 0.0058306583669036635 0.025578102096915249
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -6 9 -9 10 -7
right_child=1 3 -4 -5 5 7 -8 8 -10 -11 -12
leaf_value=-5.9313086124244136e-05 -0.00072320677162484063 0.0023714011901215916 0.0049592650629000116 -0.0040395713048145916 -0.0055596218565989036 -3.1271025265747176e-05 0.00018801848391612424 -0.0057097226143290464 0.00074977780582361636 0.0023110438858179958 0.0031442009482102557
leaf_weight=7905.4660917520523 52.978411316871643 140.11532664299011 77.477675914764404 50.973295211791992 49.853681802749634 910.01694095134735 51.807857751846313 52.327019333839417 52.744300603866577 153.83573842048645 62.403540015220642
leaf_count=4031 30 56 28 34 35 400 20 35 28 57 26
internal_value=0 0.000283402 0.0026516 8.06912e-05 0.000223263 -2.5355e-06 -0.00263056 0.000214441 -0.00246715 0.000464613 0.00017251
internal_weight=0 1654.53 130.456 1524.08 1473.1 1332.99 101.662 1231.33 105.071 1126.26 972.42
internal_count=4780 749 58 691 657 601 55 546 63 483 426
is_linear=0
shrinkage=0.06


Tree=518
num_leaves=12
num_cat=0
split_feature=100 93 125 46 35 22 95 125 88 124 79
split_gain=0.0501377 0.189508 0.197825 0.524655 0.408207 0.340368 0.29785 0.275851 0.264288 0.251221 0.295202
threshold=0.00057154725072905432 0.00096484774257987748 0.0048403022810816774 0.0081988852471113222 0.0019672545604407792 0.00099512818269431613 0.011169348377734424 0.0010585968848317864 0.0010918468469753864 0.00899649551138282 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 8 -2 -6 -7 -4 -5 -11
right_child=1 -3 4 9 6 7 -8 -9 -10 10 -12
leaf_value=0.00023329797484949584 0.0001259211136490584 0.00016245476384328566 0.00045798075496234137 -0.0017688297286252946 -7.8744955381257965e-06 -0.0062970958399829 -0.0041197042589489171 -0.00060039961311247599 0.0046659713565210424 -0.0076166310700504147 -0.0009715051662213815
leaf_weight=2462.1467471122742 1217.9637086391449 4391.4865318536758 108.196049451828 440.07197999954224 536.06392228603363 55.919970273971558 71.930549025535583 67.584325790405273 106.74044501781464 62.922701597213745 38.972948670387268
leaf_count=1225 622 2177 58 252 248 34 44 28 35 41 16
internal_value=0 -8.09278e-05 -0.000475853 -0.000814935 0.000300202 -0.000178419 -0.000494336 -0.00317974 0.00254773 -0.00239043 -0.00507501
internal_weight=0 7097.85 2706.37 1883.44 822.931 1341.47 607.994 123.504 214.936 541.968 101.896
internal_count=4780 3555 1378 993 385 684 292 62 93 309 57
is_linear=0
shrinkage=0.06


Tree=519
num_leaves=12
num_cat=0
split_feature=6 82 61 87 111 126 90 97 141 124 142
split_gain=0.0571796 0.0950382 0.145022 0.143145 0.123088 0.150399 0.125764 0.134276 0.135529 0.125539 0.100786
threshold=0.00055427959887310873 0.002945306478068233 0.00064626874518580746 0.0013146653072908523 0.00090704852482303988 0.00057154725072905432 0.0012745757703669371 0.0030382014811038975 0.0038949446752667431 0.013860232196748258 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 10 7 -7 -9 -6 -4
right_child=1 3 4 -5 9 6 -8 8 -10 -11 -12
leaf_value=-4.3378666350009063e-05 0.0027296323612183014 0.0025098641001315798 0.00022475768928947 -0.00081813023728786723 -7.1428039652920373e-05 -0.0038116195391135624 0.0010787533867884841 -0.0018724230115367358 0.0022779425813277939 -0.0050005830495763711 0.0037565578067822458
leaf_weight=8791.6861002445221 64.876877546310425 158.78241348266602 59.930202484130859 65.813320398330688 37.201943278312683 62.454480171203613 101.84471011161804 79.767842888832092 43.919623732566833 37.201943278312683 56.520422101020813
leaf_count=4439 26 57 26 34 22 37 46 37 16 22 18
internal_value=0 0.000496375 6.74857e-05 0.00153466 -0.000293201 0.000119405 -0.000616349 -0.0015438 -0.000398688 -0.00253601 0.00193895
internal_weight=0 768.314 543.718 224.596 478.841 404.437 287.987 186.142 123.687 74.4039 116.451
internal_count=4780 341 250 91 224 180 136 90 53 44 44
is_linear=0
shrinkage=0.06


Tree=520
num_leaves=12
num_cat=0
split_feature=149 149 137 38 43 82 99 39 52 93 15
split_gain=0.046209 0.305042 0.330591 0.389754 0.326998 0.287964 0.405999 0.309268 0.276795 0.273084 0.388365
threshold=0.0016331639490090313 0.0026012937305495147 0.00085274505545385193 0.00017767510871635753 0.0012745757703669371 0.0015833032084628942 0.0026012937305495147 0.0021592099219560628 0.00017767510871635753 0.0038949446752667431 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 9 7 -7 -2 10 -3
right_child=1 4 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00012532954206681801 0.0012039142598363841 0.0040458092365015207 0.00067128525087399636 -0.00012665064106846013 -0.00013062843007259308 -7.1170551028450582e-05 0.0026828008808878019 -0.0061558282180959999 -0.0039495107638870611 0.0055666896878397622 -0.0017239663542239225
leaf_weight=5024.4788392782211 43.034121036529541 94.607868075370789 242.66236889362335 240.89136350154877 3212.4556617736816 84.531347393989563 111.97217094898224 46.678012132644653 292.85204172134399 90.31258499622345 75.523499965667725
leaf_count=2429 19 37 108 114 1708 46 48 29 167 32 43
internal_value=0 -0.000138841 -0.0011867 -0.00196839 9.22237e-05 0.00151372 2.8954e-05 -0.0022358 -0.00328925 0.00290008 0.00148453
internal_weight=0 4535.52 819.44 576.778 3716.08 503.625 243.182 131.209 335.886 260.444 170.131
internal_count=4780 2351 408 300 1943 235 123 75 186 112 80
is_linear=0
shrinkage=0.06


Tree=521
num_leaves=12
num_cat=0
split_feature=6 128 12 127 38 79 108 78 68 42 6
split_gain=0.04787 0.0990306 0.138188 0.210651 0.169859 0.134358 0.115132 0.113924 0.197934 0.119115 0.141124
threshold=0.00055427959887310873 0.0035485138650983576 0.012636432424187662 0.0030382014811038975 0.0013986918493174019 0.0044099434744566688 0.0044099434744566688 0.0019071503775194289 0.0014881226234138014 0.00093549740267917525 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 -2 -7 -4 9 10 -9
right_child=1 2 7 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-3.9690546976776014e-05 -0.00087543223246934368 -0.0051395097275736996 0.0029957935107376302 0.00126622529119967 -0.00020345764548293022 0.0041417932546765198 0.00078292773965848105 0.0025221990215688614 -0.0011745317644882205 0.0037543441611752179 -0.0021763825500252724
leaf_weight=8791.6861002445221 57.507805109024048 60.215253353118896 63.054931998252869 65.579209685325623 43.034121036529541 77.243565201759338 70.057663321495056 50.688244342803955 174.84393239021301 63.940434694290161 42.148618340492249
leaf_count=4439 37 39 21 32 19 26 28 21 78 18 22
internal_value=0 0.000454172 4.35029e-05 -0.0013931 -0.00308217 0.00158407 0.00254429 0.000658029 0.000213524 0.00176154 0.000389008
internal_weight=0 768.314 563.505 168.829 103.249 204.809 147.301 394.676 331.621 156.777 92.8369
internal_count=4780 341 250 90 58 91 54 160 139 61 43
is_linear=0
shrinkage=0.06


Tree=522
num_leaves=12
num_cat=0
split_feature=142 73 77 33 147 105 33 110 7 99 112
split_gain=0.0480539 0.164321 0.372897 0.316057 0.226894 0.208424 0.194764 0.171555 0.156193 0.146356 0.112961
threshold=0.027182282879948619 0.00042089859198313212 0.0011261500185355546 0.0015349716995842757 0.00747153488919139 0.0028552538715302949 0.013860232196748258 0.0058306583669036635 0.0051502294372767219 0.0019672545604407792 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 7 4 -4 -5 -2 9 10 -3 -7
right_child=1 2 3 5 -6 8 -8 -9 -10 -11 -12
leaf_value=-3.9388846699342965e-05 -0.0018827606677731935 -0.00022438250759217982 0.0048111076251932316 0.00059520778624051567 -0.0001262715784942501 -0.0076114354753681812 0.0017400811692232605 0.0055618673483881099 -0.0005406251752441434 0.0044572266501331443 -0.0026832880080140016
leaf_weight=8805.0705209970474 176.58458769321442 57.690975666046143 61.93531858921051 84.948628664016724 72.999222278594971 33.843103051185608 76.592173218727112 72.948282122612 43.034121036529541 41.212175488471985 33.14077091217041
leaf_count=4416 114 28 22 39 32 25 31 21 19 14 19
internal_value=0 0.000459409 0.00108821 -9.23438e-05 0.00214 -0.00163733 -0.000786762 0.0033545 -0.00336114 0.00172641 -0.0051732
internal_weight=0 754.929 501.753 329.901 134.935 194.967 253.177 171.851 110.018 98.9032 66.9839
internal_count=4780 364 219 156 54 102 145 63 63 42 44
is_linear=0
shrinkage=0.06


Tree=523
num_leaves=12
num_cat=0
split_feature=37 25 41 137 89 3 128 144 145 129 142
split_gain=0.0467958 0.261941 0.256061 0.229732 0.273577 0.243919 0.265564 0.460714 0.273675 0.225626 0.38879
threshold=0.00066645268816500913 0.044033329933881767 0.00055427959887310873 0.00064626874518580746 0.00068727668258361529 0.0020932231564074759 0.012636432424187662 0.0032328735105693345 0.0012745757703669371 0.00244467705488205 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 7 -7 -8 -5 -11
right_child=1 2 -4 9 -6 6 8 -9 -10 10 -12
leaf_value=0.00026414828364563245 -6.1140482384981949e-05 -0.0044696716381934631 0.0010044066723155665 8.9213352365111344e-06 0.0012589874774627972 -0.00056846523706926601 0.0038720494407628661 -0.0070172198461545864 -0.0015604064288848403 0.0010673781426427016 -0.0026779562808410991
leaf_weight=2634.507581949234 4124.589359164238 94.943859100341797 45.507458567619324 939.97228217124939 924.9382563829422 99.605483293533325 51.573747038841248 66.515652537345886 94.65880823135376 140.81765878200531 342.36973249912262
leaf_count=1398 2031 61 19 508 369 48 18 40 48 62 178
internal_value=0 -0.000147909 -0.00269602 0.00011914 0.000358748 7.61873e-05 -0.00150915 -0.00315058 0.000355529 -0.00053273 -0.00158644
internal_weight=0 4265.04 140.451 5294.96 3871.8 2946.86 312.354 166.121 146.233 1423.16 483.187
internal_count=4780 2111 80 2669 1921 1552 154 88 66 748 240
is_linear=0
shrinkage=0.06


Tree=524
num_leaves=12
num_cat=0
split_feature=116 146 65 54 53 58 143 117 76 35 13
split_gain=0.0479465 0.29004 0.241513 0.334113 0.269717 0.235575 0.240896 0.293945 0.236158 0.229329 0.206013
threshold=0.0072436286136507997 0.013439828064292671 0.0012745757703669371 0.0010585968848317864 0.0095705352723598498 0.0027679565828293566 0.001792412775103003 0.022641776129603389 0.00038414125447161501 0.00073092587990686308 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 6 -2 9 -9 -8 -11
right_child=1 2 3 4 -6 -7 7 8 -10 10 -12
leaf_value=-7.6910944374511053e-05 -0.0017131364922126212 -0.00022470994360964958 0.00063771087900348761 -0.0086002075165689425 -0.0019583929947886562 -9.1134124802076956e-05 -0.00037610222653811911 -0.0043457677568473846 0.001470272086258716 0.0033051708594563434 0.0010173037981648886
leaf_weight=7200.8380461931229 88.592519760131836 364.57883012294769 52.510189890861511 45.792509436607361 42.382729053497314 931.27983570098877 122.38468265533447 50.739184498786926 49.802741646766663 387.85660099983215 223.24200975894928
leaf_count=3653 49 167 26 32 24 476 63 32 24 144 90
internal_value=0 0.000234754 -0.00103959 -0.00315129 -0.00540772 0.000582065 0.00126158 0.00157757 -0.00146483 0.0019946 0.00246938
internal_weight=0 2359.16 505.264 140.685 88.1752 1853.9 922.618 834.025 100.542 733.483 611.099
internal_count=4780 1127 249 82 56 878 402 353 56 297 234
is_linear=0
shrinkage=0.06


Tree=525
num_leaves=12
num_cat=0
split_feature=66 148 29 4 83 92 114 119 57 110 17
split_gain=0.0443432 0.339506 0.204298 0.177131 0.165733 0.156556 0.258552 0.100121 0.0798382 0.17484 0.190379
threshold=0.0023699469165876512 0.017188700847327713 0.0046923852059990176 0.0005375427135732026 0.0054799309000372895 0.00082683752407319855 0.0016846025246195497 0.00042089859198313212 0.00066645268816500913 0.0016846025246195497 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 4 -2 -5 7 -7 -1 -10 -11
right_child=1 2 -4 5 -6 6 -8 -9 9 10 -12
leaf_value=-8.8965236594748106e-05 0.0016803781677507388 0.00023720795691199134 -0.004336746434185015 0.0048311866490263807 -0.0032064750573780336 -0.0030670234545071384 0.0040722985960369752 0.0012070440957967427 0.0013354672744077286 -0.0017655959379730582 0.00070132374837441063
leaf_weight=8172.2104439735413 57.456864953041077 75.706670522689819 65.630149841308594 74.118835687637329 44.204674601554871 39.023888826370239 71.645498156547546 39.909391522407532 455.72597765922546 192.02506470680237 272.34241926670074
leaf_count=4144 26 34 43 31 29 27 31 24 185 98 108
internal_value=0 0.000569759 -0.00188672 0.00163359 -0.000444533 0.00257381 0.00146267 -0.000906016 -2.93076e-05 0.000500567 -0.000318796
internal_weight=0 467.696 141.337 326.359 101.662 224.698 150.579 78.9333 9092.3 920.093 464.367
internal_count=4780 245 77 168 55 113 82 51 4535 391 206
is_linear=0
shrinkage=0.06


Tree=526
num_leaves=12
num_cat=0
split_feature=7 122 30 117 77 96 117 46 144 117 141
split_gain=0.0482929 0.234972 0.282962 0.17887 0.183294 0.25975 0.269491 0.175012 0.236678 0.154109 0.163164
threshold=0.00055427959887310873 0.0026833302108570938 0.00044738779251929378 0.0012357163941487672 0.012636432424187662 0.0005375427135732026 0.014293605927377941 0.21471316367387774 0.0072436286136507997 0.0019672545604407792 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 7 -6 -7 8 9 -5 -11
right_child=-2 2 -4 4 5 6 -8 -9 -10 10 -12
leaf_value=-0.00085694016365544655 -0.00010016137734768932 0.00025384854584025476 0.0047045777981051078 0.0018907854050785526 0.0051945430242484958 -0.001114601021609657 0.0037538560786670051 -0.002868137339971751 -0.0040135127683142528 0.001250656332044007 -0.00012600821353087735
leaf_weight=625.01302313804626 6161.1367403268814 122.66973352432251 88.541579604148865 197.9081826210022 62.169429302215576 110.90349769592285 64.876877546310425 68.805819511413574 46.912122845649719 382.79828560352325 1628.2645879983902
leaf_count=374 2779 76 38 106 24 60 26 49 31 217 1000
internal_value=0 0.000181563 0.00211963 5.31481e-05 0.000275113 0.00186118 0.000682245 0.000112767 0.000203687 0.000293248 0.000136035
internal_weight=0 3398.86 211.211 3187.65 2562.64 237.95 175.78 2324.69 2255.88 2208.97 2011.06
internal_count=4780 2001 114 1887 1513 110 86 1403 1354 1323 1217
is_linear=0
shrinkage=0.06


Tree=527
num_leaves=12
num_cat=0
split_feature=58 1 107 33 10 84 99 35 4 49 95
split_gain=0.0462329 0.165319 0.32346 0.2828 0.235283 0.195514 0.232024 0.310756 0.222552 0.195301 0.292517
threshold=0.0013560238294303419 0.0005375427135732026 0.00073092587990686308 0.0098710241727530974 0.0026833302108570938 0.0013986918493174019 0.004017772153019906 0.0072436286136507997 0.00077738583786413084 0.00064626874518580746 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -4 -3 7 8 -7 10 -6
right_child=-2 3 4 -5 9 6 -8 -9 -10 -11 -12
leaf_value=0.0013695906928911233 9.0874160146600772e-05 -0.00049966903354137292 -0.001803193159704123 0.0018915702665306766 0.0006720170571327031 -0.0084198360824775491 0.00011113272007498467 -0.00035670383004925561 -0.0032185907694110292 0.0029067642915499661 -0.0029689470572959258
leaf_weight=582.77228450775146 6484.2811843156815 1220.1519953012466 304.04817581176758 150.00867676734924 323.36665463447571 48.265846967697144 103.19843423366547 75.706670522689819 76.643113374710083 86.251412630081177 105.30543065071106
leaf_count=235 3321 609 157 56 153 32 47 34 42 29 65
internal_value=0 -0.000191582 0.000289123 -0.000594113 -0.000479728 -0.000838786 -0.00220072 -0.00338996 -0.00522839 0.000301742 -0.000222404
internal_weight=0 3075.72 1401.74 1673.97 818.972 1523.97 303.814 200.616 124.909 514.923 428.672
internal_count=4780 1459 639 820 404 764 155 108 74 247 218
is_linear=0
shrinkage=0.06


Tree=528
num_leaves=12
num_cat=0
split_feature=81 35 19 115 106 7 143 28 109 93 78
split_gain=0.0460306 0.165658 0.255499 0.394203 0.238286 0.207405 0.19739 0.178073 0.246038 0.231874 0.193478
threshold=0.013860232196748258 0.0010585968848317864 0.0011615398107096555 0.04273676127195359 0.0011980500421486797 0.00055427959887310873 0.035692447796463973 0.0010918468469753864 0.004017772153019906 0.00040826165059115743 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 6 -3 -6 7 8 -4 -10 -11
right_child=1 2 3 -5 5 -7 -8 -9 9 10 -12
leaf_value=5.3326170893664763e-05 -0.003508364801841201 -0.0007397744882483891 0.0017078745164782199 -0.0060881334254971721 0.0011185916529121301 0.0064755239768215728 -0.0035716682029991154 0.00068646393691683578 0.00053533755243657564 -0.00058877089610323433 -0.0039105234370796736
leaf_weight=8212.6693471670151 56.388191699981689 70.759995460510254 102.49610209465027 43.970563888549805 52.510189890861511 51.573747038841248 62.220369458198547 518.18045783042908 124.80708003044128 104.13487708568573 160.28895807266235
leaf_count=4141 38 34 41 27 26 18 35 222 52 55 91
internal_value=0 -0.00032505 -0.000186004 -0.000520096 0.00194664 0.00377296 -0.000291737 -8.96604e-05 -0.000907538 -0.00159625 -0.00260236
internal_weight=0 1347.33 1290.94 1116.1 174.844 104.084 1072.13 1009.91 491.727 389.231 264.424
internal_count=4780 639 601 523 78 44 496 461 239 198 146
is_linear=0
shrinkage=0.06


Tree=529
num_leaves=12
num_cat=0
split_feature=73 105 148 95 121 61 79 76 105 4 11
split_gain=0.0455566 0.191435 0.274485 0.26844 0.214733 0.211421 0.209379 0.191401 0.183808 0.286286 0.335606
threshold=0.010829726699739696 0.00085274505545385193 0.041476719081401832 0.00057154725072905432 0.0098710241727530974 0.0016846025246195497 0.020035739988088611 0.0013146653072908523 0.00073092587990686308 0.00017767510871635753 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 6 4 -4 7 -5 -2 -3 -1 10 -10
right_child=1 2 3 5 -6 -7 -8 -9 9 -11 -12
leaf_value=0.0004088527388320927 -0.00089726095433083591 0.0010117940613945733 0.0011773404550784886 -0.006699000429916886 0.004035390802621561 -0.0010150300209532752 0.0020365050706230817 -0.001634255685159213 -0.001620143935917752 -5.602266107811895e-05 0.002042669057170131
leaf_weight=2068.9673699140549 673.1054595708847 1047.872450709343 69.82355260848999 45.090177297592163 77.009454488754272 49.334520220756531 100.67415654659271 108.61333072185516 821.41466116905212 4396.9523684978485 101.14237797260284
leaf_count=1194 320 405 26 26 24 20 36 51 446 2192 40
internal_value=0 0.000241598 0.000660753 -0.00164342 0.00096757 -0.00372927 -0.000515557 0.000763286 -7.10073e-05 -0.000257644 -0.00121858
internal_weight=0 2171.52 1397.74 164.248 1233.5 94.4247 773.78 1156.49 7388.48 5319.51 922.557
internal_count=4780 908 552 72 480 46 356 456 3872 2678 486
is_linear=0
shrinkage=0.06


Tree=530
num_leaves=12
num_cat=0
split_feature=6 50 87 128 20 56 43 131 18 131 107
split_gain=0.0451521 0.0928769 0.165717 0.197434 0.142616 0.188101 0.208599 0.12575 0.111819 0.100302 0.0919649
threshold=0.00055427959887310873 0.00017767510871635753 0.0014881226234138014 0.0035485138650983576 0.0016846025246195497 0.0010585968848317864 0.00055427959887310873 0.0033348383149132137 0.0012357163941487672 0.0033348383149132137 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 5 -5 -7 10 -4 -6 -2
right_child=1 2 8 4 9 6 -8 -9 -10 -11 -12
leaf_value=-3.8547340681988163e-05 -0.0035762479778179463 0.0036891625922876713 0.00025875719599134433 0.0023263084632988763 0.00031687668360385262 -0.0038749746862190657 0.0017471081385747112 0.0015537368459457497 -0.0032035209647736447 -0.0040205431480322476 0.00013361341840062674
leaf_weight=8791.6861002445221 61.100756049156189 99.320432424545288 91.717249274253845 199.994588971138 43.268231749534607 45.090177297592163 50.220022916793823 50.454133629798889 52.978411316871643 34.494495034217834 39.675280809402466
leaf_count=4439 36 35 44 71 21 26 17 19 30 20 22
internal_value=0 0.000441091 0.000767666 0.00131184 0.000678938 0.00128093 -0.000912636 -0.000891475 -0.00100891 -0.00160714 -0.00211568
internal_weight=0 768.314 617.084 472.388 373.068 295.305 95.3102 151.23 144.696 77.7627 100.776
internal_count=4780 341 264 190 155 114 43 77 74 41 58
is_linear=0
shrinkage=0.06


Tree=531
num_leaves=12
num_cat=0
split_feature=37 113 99 24 64 143 5 51 101 118 109
split_gain=0.0429801 0.17214 0.296334 0.278006 0.24394 0.242615 0.242105 0.391223 0.312149 0.264983 0.231133
threshold=0.00066645268816500913 0.00080172589514404546 0.0013146653072908523 0.00073092587990686308 0.0010585968848317864 0.011519505176693203 0.0014881226234138014 0.0018488886416889729 0.0019071503775194289 0.00096484774257987748 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 5 10 -3 7 8 -2 -9 -4
right_child=1 3 4 -5 -6 -7 -8 9 -10 -11 -12
leaf_value=0.0001141789707071778 -0.002310758060546808 0.00097486016334127922 -0.0019224091431989379 -4.2459016569045006e-05 0.0022413826828935365 0.0053801651718295975 -0.0030121158520198424 0.0006913182413634337 0.002280780865726236 0.0045037122471486444 0.0011260759041435454
leaf_weight=5294.9592028856277 168.59447336196899 173.1238671541214 777.20998656749725 2511.8476084470749 64.876877546310425 60.815705180168152 65.630149841308594 141.05176949501038 77.945897340774536 122.75102376937866 101.19331812858582
leaf_count=2669 88 95 417 1227 26 23 43 64 32 45 51
internal_value=0 -0.000141751 -0.000654198 0.000141788 -0.001309 0.00212008 0.000418175 0.000859311 -0.000859103 0.00246528 -0.00157122
internal_weight=0 4265.04 1519.25 2745.79 943.28 233.94 575.973 510.343 246.54 263.803 878.403
internal_count=4780 2111 766 1345 494 118 272 229 120 109 468
is_linear=0
shrinkage=0.06


Tree=532
num_leaves=12
num_cat=0
split_feature=110 4 97 85 95 3 59 14 114 25 144
split_gain=0.0448533 0.228289 0.174883 0.334611 0.243698 0.304447 0.187708 0.241356 0.165874 0.434422 0.280921
threshold=0.0016846025246195497 0.0041444667149335155 0.0022975050378590827 0.015200819820165636 0.0016846025246195497 0.0070226341485977182 0.0063990866765379914 0.0010585968848317864 0.0016846025246195497 0.00062670491752214741 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 6 7 -4 9 -2 -11
right_child=1 -3 4 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=8.7365200205207218e-05 0.00012966281138973302 0.00098161040383412689 7.6669475637429162e-05 0.0029311113891779704 -9.1552366258324539e-05 -0.00020359011474152243 -0.0084735517354884177 -0.0061318908527540992 0.00034758768697121646 -0.00074935685161452311 -0.0035819875440467656
leaf_weight=6584.4968794584274 729.74835205078125 496.07324051856995 40.560783505439758 115.98240315914154 211.10943281650543 85.834131360054016 36.316440582275391 50.739184498786926 704.97379660606384 252.99359035491943 251.17164480686188
leaf_count=3258 413 255 19 40 92 36 25 32 307 154 149
internal_value=0 -0.000193331 -0.000428408 -0.000199359 -0.001537 -0.0029666 -0.00482498 -0.00337369 -0.000386621 -0.000806098 -0.00216055
internal_weight=0 2975.5 2479.43 2054.87 424.56 213.451 127.616 91.3 1938.89 1233.91 504.165
internal_count=4780 1522 1267 1063 204 112 76 51 1023 716 303
is_linear=0
shrinkage=0.06


Tree=533
num_leaves=12
num_cat=0
split_feature=146 140 140 36 72 101 118 138 73 39 63
split_gain=0.0432529 0.1526 0.206763 0.163795 0.228397 0.163236 0.110083 0.140502 0.103252 0.0928391 0.0859967
threshold=0.028884131461381916 0.002945306478068233 0.0068083447404205808 0.00075379351619631063 0.015675474889576439 0.0014881226234138014 0.00047558375808876013 0.00017767510871635753 0.0012357163941487672 0.00244467705488205 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 4 9 -3 8 -8 -4 -2 -5
right_child=1 2 6 10 -6 -7 7 -9 -10 -11 -12
leaf_value=-3.0842373450566214e-05 -0.0019803683474351468 0.004408082193934698 -0.00058037789398207747 -0.00043061781056962959 0.00099727119914114659 -1.4381721750378145e-05 0.00029004810110896105 -0.0052431524470601563 0.0035824297417757379 -0.0062109642194784426 0.0030544497028735912
leaf_weight=9032.4755834341049 35.614108443260193 99.554543137550354 46.443901419639587 56.571362257003784 51.339636325836182 43.034121036529541 42.382729053497314 27.074482440948486 39.858451366424561 39.257999539375305 46.392961263656616
leaf_count=4531 19 37 27 29 16 19 24 20 13 29 16
internal_value=0 0.000528095 0.00142249 -0.000636258 -0.00208506 0.00307336 -8.87748e-05 -0.0018668 0.0013422 -0.00419861 0.00113966
internal_weight=0 527.524 298.348 229.176 126.212 142.589 155.76 69.4572 86.3024 74.8721 102.964
internal_count=4780 249 140 109 64 56 84 44 40 48 45
is_linear=0
shrinkage=0.06


Tree=534
num_leaves=12
num_cat=0
split_feature=103 4 81 133 132 128 105 53 31 17 115
split_gain=0.044534 0.0559919 0.169989 0.246777 0.374596 0.234858 0.277011 0.245514 0.234063 0.246145 0.249719
threshold=0.099559046328067793 0.00096484774257987748 0.00899649551138282 0.01884530205279589 0.0011615398107096555 0.0016846025246195497 0.0025217677466571335 0.00093549740267917525 0.010500331409275534 0.000490355829242617 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 9 10 -4
right_child=-2 -3 8 4 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00043585541472666828 -0.001749529625908546 -0.00014314273146018988 -0.00077953932122653169 0.0022902871633633092 -0.006005549074058091 0.0021914501660518686 -2.8650041106481437e-06 -0.0048954641007442554 -0.0048069293376157805 0.00080890955390839822 -0.0049963211416825526
leaf_weight=3861.1529070138931 52.092908620834351 4527.0117645263672 343.67251646518707 50.922355055809021 50.739184498786926 86.953744769096375 63.991374850273132 87.289735794067383 46.209790706634521 330.68478691577911 59.278810501098633
leaf_count=1904 33 2310 168 23 32 35 29 59 25 131 31
internal_value=0 9.58551e-06 0.000148396 0.000299416 -0.00125051 -0.000416125 -0.00153746 -0.00282591 -0.000665151 -0.000404271 -0.00139988
internal_weight=0 9507.91 4980.9 4201.05 339.896 289.157 202.203 151.281 779.846 733.636 402.951
internal_count=4780 4747 2437 2082 178 146 111 88 355 330 199
is_linear=0
shrinkage=0.06


Tree=535
num_leaves=12
num_cat=0
split_feature=116 114 97 85 84 32 118 130 134 84 12
split_gain=0.0473238 0.153625 0.332677 0.340885 0.264788 0.255762 0.26534 0.230911 0.306475 0.240732 0.222802
threshold=0.0072436286136507997 0.0016846025246195497 0.00096484774257987748 0.0010585968848317864 0.0015349716995842757 0.0026833302108570938 0.00064626874518580746 0.00043393640953581786 0.00038414125447161501 0.00040826165059115743 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 6 -3 8 9 -4 -8
right_child=1 4 3 -5 -6 -7 10 -9 -10 -11 -12
leaf_value=-7.6409865748521192e-05 -0.00074615753908573959 0.00065107473481531718 0.0056950891739134934 -0.0027707473216074569 -0.00066599974527437554 -0.00060656994996185337 0.0049429738415702413 0.0066248780688820405 -0.0027723173883901784 0.00044316298987976175 0.0017106237393281216
leaf_weight=7200.8380461931229 965.0925886631012 296.89262402057648 65.762380242347717 50.270963072776794 339.32629323005676 186.5592280626297 139.17888379096985 43.451402306556702 41.263115644454956 60.164313197135925 171.2000412940979
leaf_count=3653 543 117 23 28 152 83 48 12 25 28 68
internal_value=0 0.000233225 -0.000232257 0.00166862 0.000736847 0.0013365 0.00193343 0.0027281 0.00171536 0.00318586 0.00316006
internal_weight=0 2359.16 1226 260.912 1133.16 793.831 607.272 210.641 167.19 125.927 310.379
internal_count=4780 1127 659 116 468 316 233 88 76 51 116
is_linear=0
shrinkage=0.06


Tree=536
num_leaves=12
num_cat=0
split_feature=38 7 28 150 8 144 12 90 103 113 116
split_gain=0.0456424 0.199772 0.241973 0.222026 0.215726 0.170037 0.165369 0.145039 0.166664 0.248907 0.199289
threshold=0.0026012937305495147 0.00040826165059115743 0.00066645268816500913 0.00899649551138282 0.010829726699739696 0.0045489775948226461 0.0022272822679951791 0.0012745757703669371 0.00073092587990686308 0.0013146653072908523 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 7 5 6 -3 8 9 10 -4
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-4.1339373252754813e-05 0.0016820130361560172 -0.0029886211661909181 -0.0015728755205483814 0.0044792120866314275 0.0015913597449347416 -0.00055967025683667179 -0.0092059213488334974 0.0020740628529575282 0.0031021553697754239 -0.0049460264021140591 0.002301484429265655
leaf_weight=8695.4188671112061 295.32537925243378 33.608992338180542 143.57604718208313 43.919623732566833 34.026273608207703 34.026273608207703 28.428206562995911 91.666309118270874 37.385113835334778 50.973295211791992 71.645498156547546
leaf_count=4335 167 23 75 16 16 16 21 33 13 34 31
internal_value=0 0.000415766 -0.000241153 0.000432114 -0.00251402 -0.00396817 -0.00583766 -1.75976e-05 -0.000649177 -0.00117602 -0.000283133
internal_weight=0 864.581 569.256 439.166 130.09 96.0635 62.0372 395.246 303.58 266.195 215.222
internal_count=4780 445 278 202 76 60 44 186 153 140 106
is_linear=0
shrinkage=0.06


Tree=537
num_leaves=12
num_cat=0
split_feature=87 65 148 137 34 114 11 103 98 40 122
split_gain=0.0451082 0.18542 0.217945 0.172785 0.211135 0.132383 0.105068 0.0843754 0.0701915 0.092733 0.0639142
threshold=0.016164712607860569 0.0035485138650983576 0.032603342086076743 0.0014881226234138014 0.0012745757703669371 0.00096484774257987748 0.013860232196748258 0.099559046328067793 0.0051502294372767219 0.0014427106943912806 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -3 8 10 9 -6 -1
right_child=1 5 -4 -5 6 -7 -8 -9 -10 -11 -12
leaf_value=3.9309250710374301e-05 0.002551457831597347 0.00044368730555088771 0.0024253766413155436 0.0024336055730730635 -0.0023089317286250684 0.0047632521366117444 -4.4946370673838186e-06 -0.0026047136794563504 -0.0017278889880368794 -0.0064552806081929499 -0.00047422972647477742
leaf_weight=8083.3632234334946 35.379997730255127 46.443901419639587 92.368641257286072 44.387845158576965 36.316440582275391 56.754532814025879 44.621955871582031 45.558398723602295 55.034467577934265 41.731337070465088 978.03913807868958
leaf_count=4040 17 27 39 20 25 20 22 30 37 29 474
internal_value=0 0.000584344 -7.49251e-05 -0.000971914 -0.00168132 0.00281926 -0.00252405 -2.90691e-05 -0.00336884 -0.00452594 -1.61194e-05
internal_weight=0 453.039 349.841 257.472 213.084 103.198 177.704 9106.96 133.082 78.0478 9061.4
internal_count=4780 236 189 150 130 47 113 4544 91 54 4514
is_linear=0
shrinkage=0.06


Tree=538
num_leaves=12
num_cat=0
split_feature=109 59 141 124 19 115 47 40 94 80 29
split_gain=0.0474873 0.243061 0.250088 0.220105 0.27032 0.176471 0.241202 0.422027 0.294161 0.256646 0.254868
threshold=0.013032016810029747 0.013032016810029747 0.0023699469165876512 0.013860232196748258 0.017188700847327713 0.031632266007363803 0.0066005610860884198 0.00099512818269431613 0.0010918468469753864 0.0019672545604407792 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 6 10 -8 -9 -10 -2
right_child=1 2 3 -5 -6 -7 7 8 9 -11 -12
leaf_value=-7.745497937493836e-05 0.0014045742811694948 0.002786243267013024 -0.0013326263924518095 0.0037682000901592609 0.0025357671207911136 -0.0028800884890609847 0.00089989031096749826 -0.0042059379697707211 0.00065985849980998413 -0.0023044602335162098 -0.0011505969497262805
leaf_weight=7158.4347270727158 583.94283807277679 236.77925097942352 240.05680096149445 56.520422101020813 89.192971587181091 80.001953601837158 377.43432927131653 129.43835413455963 195.14979422092438 227.97516417503357 185.07327353954315
leaf_count=3576 245 100 128 18 33 39 224 81 93 141 102
internal_value=0 0.000230873 0.00125126 0.000309114 -0.000284688 -0.000126202 3.47125e-06 -0.000646613 -0.00170297 -0.000937284 0.000789641
internal_weight=0 2401.57 622.549 385.77 329.25 1779.02 1699.01 929.998 552.563 423.125 769.016
internal_count=4780 1204 279 179 161 925 886 539 315 234 347
is_linear=0
shrinkage=0.06


Tree=539
num_leaves=12
num_cat=0
split_feature=82 49 96 61 140 113 54 141 148 142 87
split_gain=0.0458953 0.184591 0.430431 0.329482 0.1552 0.323285 0.159558 0.197858 0.187641 0.255008 0.240569
threshold=0.00073092587990686308 0.0010585968848317864 0.0026833302108570938 0.0010263677686452868 0.00017767510871635753 0.00068727668258361529 0.0012745757703669371 0.031632266007363803 0.041476719081401832 0.00899649551138282 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 7 -6 10 -10 -8
right_child=-2 2 -4 -5 6 -7 8 -9 9 -11 -12
leaf_value=0.0016161538791460617 0.00010750371271687651 -0.0016509818257074837 0.0014996048417484766 -0.0072585528720681795 -0.0010241440099401557 -0.0037616614044252319 -0.00010313774103633741 0.0014607379255807112 -0.0032519125940423687 0.001647282311944301 0.0014557964820013181
leaf_weight=374.23806953430176 5728.9952445030212 114.91372990608215 97.732597589492798 56.154080986976624 1036.4530359506607 45.090177297592163 1308.9276856184006 129.80469524860382 122.38468265533447 55.634919404983521 489.67096102237701
leaf_count=165 2880 52 32 36 561 26 649 63 63 21 232
internal_value=0 -0.000160764 -0.00167692 -0.0034917 -4.63563e-05 0.00103788 -0.000191017 -0.000747576 0.000137368 -0.00172081 0.000321284
internal_weight=0 3831 268.8 171.068 3562.2 419.328 3142.88 1166.26 1976.62 178.02 1798.6
internal_count=4780 1900 120 88 1780 191 1589 624 965 84 881
is_linear=0
shrinkage=0.06


Tree=540
num_leaves=12
num_cat=0
split_feature=18 118 14 22 74 70 48 101 54 39 100
split_gain=0.0446783 0.203381 0.309449 0.419447 0.277504 0.317624 0.259073 0.254682 0.241273 0.231652 0.222246
threshold=0.0015833032084628942 0.00075379351619631063 0.00017767510871635753 0.0013146653072908523 0.00093549740267917525 0.0056525857653468856 0.00039601318712811922 0.000490355829242617 0.0084566329605877417 0.0035485138650983576 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 8 -7 -3 -6 -10
right_child=1 6 4 -5 9 7 -8 -9 10 -11 -12
leaf_value=-7.6985999545832343e-05 6.145915004331049e-06 -0.00026761986385854066 0.0025777379450989137 -0.0066449032865462318 0.00056392903322113593 -0.0036312017037022017 0.0020860780364810286 0.0010334143685735795 -0.00037703035135453058 -0.0047965905030818217 -0.0051370082665007106
leaf_weight=7069.5679864883423 228.05645442008972 1039.2721245288849 532.4503812789917 40.143502235412598 87.18785548210144 55.451748847961426 147.06711781024933 175.49532437324524 66.464712381362915 43.502342462539673 75.34032940864563
leaf_count=3662 110 490 196 26 37 30 52 73 29 23 52
internal_value=0 0.000218539 0.000798148 -0.000989367 0.00133435 0.00177171 -0.000288688 -8.65874e-05 -0.000584393 -0.00122041 -0.00290598
internal_weight=0 2490.43 1162.29 268.2 894.088 763.397 1328.14 230.947 1181.08 130.69 141.805
internal_count=4780 1118 495 136 359 299 623 103 571 60 81
is_linear=0
shrinkage=0.06


Tree=541
num_leaves=12
num_cat=0
split_feature=100 110 42 69 9 109 13 144 141 99 61
split_gain=0.0422511 0.180073 0.243003 0.215292 0.195446 0.265698 0.198098 0.238024 0.231012 0.18808 0.200095
threshold=0.00057154725072905432 0.0016846025246195497 0.0013560238294303419 0.00085274505545385193 0.00040826165059115743 0.0030382014811038975 0.00087947337306104611 0.00039601318712811922 0.0038949446752667431 0.0019672545604407792 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 9 6 7 -6 -8 10 -1
right_child=-2 2 3 -5 5 -7 8 -9 -10 -11 -12
leaf_value=0.00068704872150886275 -7.4290789377140675e-05 -0.0026983737111821084 0.0017174739733275615 -0.0026466450502731424 -0.0019334035927768235 0.0024408416151188825 -0.0056648038645923781 0.002213382770507762 0.00057141341807798423 0.00091306621195674385 -0.0011802361277802871
leaf_weight=324.53720819950104 7097.8531326055527 167.34262955188751 136.80742657184601 57.925086379051208 71.930549025535583 342.63419330120087 41.263115644454956 162.19219386577606 44.387845158576965 544.65448844432831 568.47201097011566
leaf_count=163 3555 109 70 30 44 138 25 65 20 258 303
internal_value=0 0.000214165 -0.0010216 0.000419324 0.000427225 0.00127996 3.60848e-05 0.000939348 -0.00243294 3.43246e-05 -0.000501628
internal_weight=0 2462.15 362.075 194.733 2100.07 662.408 319.774 234.123 85.651 1437.66 893.009
internal_count=4780 1225 209 100 1016 292 154 109 45 724 466
is_linear=0
shrinkage=0.06


Tree=542
num_leaves=12
num_cat=0
split_feature=131 93 61 42 31 109 67 81 93 77 140
split_gain=0.045399 0.179506 0.17307 0.170205 0.0573586 0.191338 0.214875 0.264479 0.306881 0.289527 0.250153
threshold=0.13848232477903369 0.00017767510871635753 0.0013146653072908523 0.0023699469165876512 0.00039601318712811922 0.0045489775948226461 0.0014427106943912806 0.0025217677466571335 0.0020292587578296666 0.0020292587578296666 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 6 7 -6 10 -10 -9
right_child=1 3 -4 -5 5 -7 -8 8 9 -11 -12
leaf_value=-0.00011869268367323129 -0.0015213476324916579 -0.00036230630240575805 0.0030982710481320245 -0.006067975955838056 0.00019176728666219146 -0.00013269035011125878 -0.00035899891392386933 0.00044526918114204254 0.0019399272810681674 -0.0023743880640579302 0.0040823177326805987
leaf_weight=5043.0960559844971 65.110988259315491 37.85333526134491 52.927471160888672 37.436053991317749 550.53760635852814 2684.8695952892303 491.91018784046173 91.90041983127594 153.60162770748138 88.124298334121704 262.63223969936371
leaf_count=2662 28 17 19 24 266 1300 230 35 55 45 99
internal_value=0 -0.000910104 0.000550051 -0.00319933 1.87845e-05 0.00017914 0.000690046 0.00114003 0.00201557 0.000367088 0.00313954
internal_weight=0 193.328 118.038 75.2894 9366.67 4323.58 1638.71 1146.8 596.259 241.726 354.533
internal_count=4780 88 47 41 4692 2030 730 500 234 100 134
is_linear=0
shrinkage=0.06


Tree=543
num_leaves=12
num_cat=0
split_feature=128 124 79 45 12 43 62 75 62 17 35
split_gain=0.0443316 0.164986 0.412399 0.0617796 0.238787 0.251612 0.235729 0.174718 0.162861 0.224004 0.21969
threshold=0.05109804309904576 0.036783467978239066 0.0038949446752667431 0.0012357163941487672 0.015200819820165636 0.00017767510871635753 0.00064626874518580746 0.0023699469165876512 0.00037263428384903824 0.0033348383149132137 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 8 7 -7 9 10 -1
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00023390294876070707 0.0025311491801332416 0.00318666700138603 -0.0041551748710998392 7.1338381742650945e-05 -0.0017346412037761321 -0.00077592403952585556 0.0008343367509472384 -0.0029846309018289794 -0.0021528817565398435 0.0023975987866683606 0.0019426971098159991
leaf_weight=709.57472062110901 76.592173218727112 72.062779426574707 58.627418518066406 6953.8088639974594 348.15097010135651 415.98999667167664 219.93410968780518 186.84427893161774 77.528616070747375 222.59061777591705 218.29533469676971
leaf_count=378 31 24 36 3476 164 247 104 96 39 95 90
internal_value=0 0.000867894 -0.000367853 -1.9235e-05 -0.000281783 -3.51361e-05 -0.000847066 -0.0014605 0.000508867 0.00068824 0.000278175
internal_weight=0 207.282 135.22 9352.72 2398.91 2050.76 822.768 602.834 1227.99 1150.46 927.87
internal_count=4780 91 67 4689 1213 1049 447 343 602 563 468
is_linear=0
shrinkage=0.06


Tree=544
num_leaves=12
num_cat=0
split_feature=114 61 125 74 141 20 141 95 55 142 101
split_gain=0.0469265 0.114136 0.188634 0.1492 0.196142 0.206974 0.195077 0.154268 0.108017 0.18326 0.142953
threshold=0.017188700847327713 0.010500331409275534 0.015200819820165636 0.0020932231564074759 0.0010263677686452868 0.00038414125447161501 0.00046126570669002836 0.0012745757703669371 0.0034400182776153092 0.0017376682371832433 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 6 -6 -5 -7 -1 -10 -11
right_child=1 -3 -4 4 5 7 -8 -9 9 10 -12
leaf_value=-1.4185467274159487e-05 0.0015481414880111626 -0.0019438169788863907 -0.0023018385498361671 5.2665283118469869e-05 0.0025036920915247982 0.00080005422057457436 -0.005023197716356338 -0.0036591995216584275 -0.0040685024040767216 -0.0020169540968492054 0.0023684530687369016
leaf_weight=8420.3082994222641 465.51744747161865 69.640382051467896 75.055278539657593 61.93531858921051 130.17103636264801 70.057663321495056 48.683128237724304 46.443901419639587 64.276425719261169 58.810589075088501 49.100409507751465
leaf_count=4309 163 35 39 22 45 28 25 27 42 27 18
internal_value=0 0.000396154 0.000577648 0.00084031 -8.1929e-05 0.000859482 -0.00218122 -0.000977648 -4.46065e-05 -0.00153225 -2.15571e-05
internal_weight=0 967.504 897.864 822.808 357.291 246.673 110.618 116.502 8592.5 172.187 107.911
internal_count=4780 384 349 310 147 100 47 55 4396 87 45
is_linear=0
shrinkage=0.06


Tree=545
num_leaves=12
num_cat=0
split_feature=6 16 102 94 87 51 19 43 123 29 20
split_gain=0.0486766 0.090663 0.105476 0.192338 0.149745 0.133623 0.215189 0.144947 0.185378 0.16886 0.0867849
threshold=0.00055427959887310873 0.0025217677466571335 0.013439828064292671 0.00093549740267917525 0.0014881226234138014 0.00080172589514404546 0.00077738583786413084 0.0022975050378590827 0.0022272822679951791 0.0023699469165876512 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 -2 8 10 -10 -7
right_child=1 -3 3 4 -6 7 -8 -9 9 -11 -12
leaf_value=-4.0023569694333069e-05 -0.00094468381120758308 0.0018817635294789217 -0.0016210492120356764 0.0029498549538336479 -0.00077711712960943562 0.00069566840539270083 0.0046700223704121899 0.0011782974530431733 -0.0071104082061077397 -0.0015818672806367268 -0.00281599704643266
leaf_weight=8791.6861002445221 60.866645336151123 133.11259531974792 71.930549025535583 150.66006875038147 52.276079177856445 73.884724974632263 41.212175488471985 66.230601668357849 39.023888826370239 40.560783505439758 38.555667400360107
leaf_count=4439 34 49 44 51 24 29 14 27 27 19 23
internal_value=0 0.000457983 0.000159616 0.00104486 0.00198979 -0.000515658 0.00132214 -0.00124207 -0.00207687 -0.00429276 -0.000508477
internal_weight=0 768.314 635.201 274.867 202.936 360.334 102.079 258.256 192.025 79.5847 112.44
internal_count=4780 341 292 119 75 173 48 125 98 46 52
is_linear=0
shrinkage=0.06


Tree=546
num_leaves=12
num_cat=0
split_feature=75 106 8 35 0 0 44 13 24 96 146
split_gain=0.0450368 0.220196 0.199138 0.431842 0.29382 0.287382 0.288137 0.19861 0.369683 0.280403 0.282645
threshold=0.0054799309000372895 0.0011980500421486797 0.0018488886416889729 0.0063990866765379914 0.0044099434744566688 0.0020932231564074759 0.0010918468469753864 0.00044738779251929378 0.0095705352723598498 0.0030382014811038975 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7 9 -9 10 -3
right_child=1 7 3 4 -6 6 -8 8 -10 -11 -12
leaf_value=-8.8236164510454982e-05 -0.0015971255256530146 0.0013121192822013639 0.00021609320923953097 0.0046143827118543543 0.00055045902824635696 -2.6069973380657554e-05 -0.0058011765957261393 0.0002784203534360172 -0.0042988592477468807 0.0021267510420562557 -0.0016379240577408826
leaf_weight=6552.1104508638382 382.64546513557434 289.70672214031219 132.92942476272583 79.248681306838989 333.86045658588409 48.683128237724304 86.119182229042053 870.52483069896698 68.520768642425537 519.61547219753265 196.03529691696167
leaf_count=3499 184 119 58 22 137 25 49 369 36 192 90
internal_value=0 0.000192206 -0.000501943 0.000113571 0.00133006 -0.00176347 -0.00371553 0.000571868 -5.5577e-05 0.00115793 0.000121544
internal_weight=0 3007.89 1063.49 680.841 413.109 267.732 134.802 1944.4 939.046 1005.36 485.742
internal_count=4780 1281 475 291 159 132 74 806 405 401 209
is_linear=0
shrinkage=0.06


Tree=547
num_leaves=12
num_cat=0
split_feature=145 47 20 99 109 105 53 37 105 17 133
split_gain=0.0446131 0.207501 0.35085 0.225916 0.216799 0.206797 0.305308 0.299405 0.288168 0.28395 0.337308
threshold=0.00093549740267917525 0.0036604277556762104 0.00055427959887310873 0.0084566329605877417 0.0092791137285530585 0.0013146653072908523 0.0063990866765379914 0.0011261500185355546 0.00085274505545385193 0.0070226341485977182 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 8 9 -8 -1 10 -7
right_child=-2 3 -4 4 -6 6 7 -9 -10 -11 -12
leaf_value=6.157027258766107e-05 -8.621749141999006e-05 0.0014001534044974792 -0.0010915750492660743 -0.0033127460744786794 0.0018868872188395201 0.0049290817682663664 -0.0041905377408651906 0.002112988445116743 -0.0044686215724130951 0.0038491472620501032 0.00032789374950429869
leaf_weight=430.54497098922729 6627.5212404727936 716.37369132041931 821.21090054512024 77.579556226730347 45.975679993629456 65.762380242347717 70.342714190483093 44.153734445571899 57.273694396018982 154.48713040351868 448.77418649196625
leaf_count=234 3372 341 402 50 23 23 41 18 35 52 189
internal_value=0 0.000194855 -0.000124907 0.000991492 -0.00137793 0.000499504 0.00110331 -0.00175968 -0.000470309 0.00159328 0.000915967
internal_weight=0 2932.48 2092.55 839.929 123.555 1271.34 783.52 114.496 487.819 669.024 514.537
internal_count=4780 1408 994 414 73 592 323 59 269 264 212
is_linear=0
shrinkage=0.06


Tree=548
num_leaves=12
num_cat=0
split_feature=6 138 14 122 34 39 88 47 83 116 36
split_gain=0.0459839 0.09449 0.221172 0.259771 0.266733 0.242979 0.220515 0.206204 0.319653 0.228756 0.197809
threshold=0.00055427959887310873 0.0079489401541650313 0.0038949446752667431 0.00090704852482303988 0.0025217677466571335 0.0010918468469753864 0.014293605927377941 0.0011980500421486797 0.016164712607860569 0.0019672545604407792 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 -1 -6 9 -9 -7
right_child=-2 2 -4 -5 7 10 -8 8 -10 -11 -12
leaf_value=-5.6749225324646543e-05 0.00044513544108772005 -0.0030393689071175544 0.00077672818030026568 0.00051077354712815155 -0.000722502476096996 0.0041543732318924283 0.001201521143932862 -0.01003314941326865 -0.001038103334538749 -0.004380772938677638 -0.00080774531676035071
leaf_weight=7300.7188203334808 768.31377947330475 73.467443704605103 290.59222483634949 214.00005161762238 78.180008053779602 51.339636325836182 538.3844393491745 39.257999539375305 64.459596276283264 75.055278539657593 66.230601668357849
leaf_count=3809 341 36 116 85 34 16 215 29 33 39 27
internal_value=0 -3.89008e-05 -0.000603175 -0.00120891 -0.00203038 -0.000332438 2.9668e-05 -0.00329275 -0.00441676 -0.00632194 0.00135907
internal_weight=0 8791.69 952.583 661.991 447.991 191.038 7839.1 256.953 178.773 114.313 117.57
internal_count=4780 4439 415 299 214 79 4024 135 101 68 43
is_linear=0
shrinkage=0.06


Tree=549
num_leaves=12
num_cat=0
split_feature=49 36 36 39 118 60 108 29 67 118 88
split_gain=0.0448845 0.0454809 0.245177 0.229506 0.280916 0.260092 0.173091 0.25678 0.217119 0.356085 0.331668
threshold=0.041476719081401832 0.0010918468469753864 0.0013986918493174019 0.010829726699739696 0.00085274505545385193 0.00062670491752214741 0.011169348377734424 0.00057154725072905432 0.000490355829242617 0.0016846025246195497 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -4 -8 -10 -11
right_child=-2 2 6 -5 5 -7 8 -9 9 10 -12
leaf_value=7.8795000532124048e-05 0.0014198746319150648 -0.0009086390950150086 0.0010158561580490425 0.0011514781491451275 -0.0020499715843341725 -0.0077913419898874249 -0.0017104446538252927 -0.00057064853040404196 0.0031408936961529002 -0.0042325323303316039 0.0013214257162305709
leaf_weight=6421.6944737434387 79.482792019844055 165.65291440486908 465.90437865257263 80.419234871864319 59.747031927108765 54.148964881896973 87.472906351089478 1734.7395021915436 230.89613306522369 56.388191699981689 123.45335590839386
leaf_count=3304 24 84 198 32 35 40 50 832 92 38 51
internal_value=0 -1.19039e-05 -0.000202317 -0.00167318 -0.00248576 -0.00477956 -6.13685e-06 -0.000234765 0.00100374 0.00158176 -0.000419983
internal_weight=0 9480.52 3058.82 359.968 279.549 113.896 2698.85 2200.64 498.211 410.738 179.842
internal_count=4780 4756 1452 191 159 75 1261 1030 231 181 89
is_linear=0
shrinkage=0.06


Tree=550
num_leaves=12
num_cat=0
split_feature=66 54 34 84 19 71 124 113 68 109 59
split_gain=0.042792 0.223854 0.204289 0.223413 0.192638 0.13133 0.278393 0.119249 0.069404 0.150765 0.137183
threshold=0.0023699469165876512 0.00073092587990686308 0.0060143163427710542 0.0015349716995842757 0.0011615398107096555 0.004017772153019906 0.0045489775948226461 0.0016846025246195497 0.033603202551603324 0.02129978779703379 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 7 -4 -6 -7 -3 -1 -10 -11
right_child=1 2 4 -5 5 6 -8 -9 9 10 -12
leaf_value=1.3136048506879854e-05 -0.002507535240882514 0.0022739183925696133 0.0027670797012526813 -0.00066318356673829835 -0.0038077238606474186 -0.0023678212966068866 0.0032964213773241718 0.0062644527569278635 -0.0012296443283957544 0.0030031436986007768 -0.00096274198862418363
leaf_weight=8545.6540610790253 72.398770451545715 52.510189890861511 66.932933807373047 46.209790706634521 45.090177297592163 76.225832104682922 52.927471160888672 55.400808691978455 420.62127077579498 66.698823094367981 59.329750657081604
leaf_count=4186 48 26 33 25 26 49 19 19 276 31 42
internal_value=0 0.000559704 0.00112147 0.00282774 3.10972e-05 -0.00101989 -4.6595e-05 0.00432263 -2.87905e-05 -0.000684218 0.00113615
internal_weight=0 467.696 395.297 154.121 241.176 174.243 129.153 107.911 9092.3 546.65 126.029
internal_count=4780 245 197 70 127 94 68 45 4535 349 73
is_linear=0
shrinkage=0.06


Tree=551
num_leaves=12
num_cat=0
split_feature=146 7 43 46 88 10 42 116 40 82 137
split_gain=0.0423514 0.172463 0.150945 0.146442 0.215459 0.111148 0.0869223 0.0747421 0.213492 0.224291 0.234619
threshold=0.028884131461381916 0.0044099434744566688 0.0056525857653468856 0.0038949446752667431 0.0051502294372767219 0.0023699469165876512 0.00060774214216507982 0.0072436286136507997 0.028884131461381916 0.0038949446752667431 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 6 -5 -2 -1 -9 10 -10
right_child=1 -3 -4 5 -6 -7 -8 8 9 -11 -12
leaf_value=-0.00012842593986538606 -0.0033747752698080435 0.0027596407093164774 0.0025674714310234734 -0.00052662459148617976 0.0035791014769299629 -0.0035919044724382083 0.00024378651717902277 0.00047162174865940989 -0.0045854766620522479 0.0011997856703551105 0.00044850158298494848
leaf_weight=6833.5517678260803 33.608992338180542 100.44004583358765 68.938049912452698 110.66938698291779 61.93531858921051 69.223100781440735 82.709401845932007 1977.4018710851669 96.480753779411316 74.118835687637329 50.922355055809021
leaf_count=3484 23 34 29 58 22 42 41 940 53 31 23
internal_value=0 0.000522562 -3.54516e-06 -0.000498429 0.000720397 -0.00170615 -0.000801759 -3.05192e-05 0.000273743 -0.00149261 -0.00284642
internal_weight=0 527.524 427.084 358.146 178.254 179.892 116.318 9032.48 2198.92 221.522 147.403
internal_count=4780 249 215 186 86 100 64 4531 1047 107 76
is_linear=0
shrinkage=0.06


Tree=552
num_leaves=12
num_cat=0
split_feature=70 79 33 68 83 105 19 98 101 79 79
split_gain=0.0423121 0.174729 0.194738 0.146686 0.215264 0.139127 0.126232 0.111982 0.0910755 0.0707282 0.219456
threshold=0.023343417793512348 0.0033348383149132137 0.0011261500185355546 0.004017772153019906 0.0054799309000372895 0.0011261500185355546 0.011880517937242987 0.0032328735105693345 0.0011261500185355546 0.0022975050378590827 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 8 -4 -6 -7 -3 -1 -11
right_child=1 3 5 -5 6 7 -8 -9 -10 10 -12
leaf_value=-0.00020420346368029137 0.0054150727047133414 -0.0016126378266288189 -0.0011964804863697233 0.0014958170264598237 -0.0015216239277188401 -5.307457905376021e-05 -0.0060736798222679779 0.0033560708133506768 0.0014388668118533825 0.00082556146598084944 -0.00011689927036318919
leaf_weight=4399.2436054944992 41.680396914482117 59.930202484130859 73.050162434577942 100.90826725959778 48.683128237724304 57.222754240036011 39.909391522407532 88.073358178138733 85.365909934043884 1210.2380551099777 3355.6946479082108
leaf_count=2444 18 26 43 38 25 24 24 34 32 556 1516
internal_value=0 0.00049005 0.00165692 -0.000416221 -0.00124115 0.000939518 -0.00357225 0.00201343 0.000180214 -3.25139e-05 0.000132908
internal_weight=0 594.824 260.027 334.797 233.889 218.346 88.5925 145.296 145.296 8965.18 4565.93
internal_count=4780 264 119 145 107 101 49 58 58 4516 2072
is_linear=0
shrinkage=0.06


Tree=553
num_leaves=12
num_cat=0
split_feature=81 140 107 143 28 143 59 39 62 104 107
split_gain=0.0439776 0.169056 0.313567 0.221338 0.132855 0.0883463 0.218427 0.257063 0.151099 0.242652 0.176776
threshold=0.00017767510871635753 0.00090704852482303988 0.00017767510871635753 0.00017767510871635753 0.0013986918493174019 0.001792412775103003 0.00099512818269431613 0.0035485138650983576 0.00050559637020342063 0.002945306478068233 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -2 7 8 9 -7 -11
right_child=5 2 4 -5 -6 6 -8 -9 -10 10 -12
leaf_value=0.00036976364359469572 -0.00040327125273885634 -0.0052392899983655407 -9.1178433293217725e-05 0.005114907062608769 0.0035697160715274534 -0.00045236284876835518 -1.7360473195303433e-05 0.0045121988677016816 -0.0024461587200612445 0.0012727172277372347 0.0055432826392157585
leaf_weight=89.94624388217926 1813.327031493187 39.257999539375305 214.72297382354736 58.342367649078369 42.800010323524475 157.53056967258453 6872.3816560506821 77.243565201759338 47.797625541687012 89.427082300186157 57.222754240036011
leaf_count=50 954 29 144 23 17 78 3372 26 28 35 24
internal_value=0 0.000582373 -0.000244215 0.00223668 0.000517258 -2.84365e-05 6.46524e-05 0.00137778 0.000689917 0.00118271 0.00293909
internal_weight=0 445.07 296.781 148.289 257.523 9114.93 7301.6 429.222 351.978 304.18 146.65
internal_count=4780 263 190 73 161 4517 3563 191 165 137 59
is_linear=0
shrinkage=0.06


Tree=554
num_leaves=12
num_cat=0
split_feature=105 116 89 124 7 148 109 79 45 34 131
split_gain=0.0411963 0.183564 0.218604 0.212035 0.178314 0.206423 0.418288 0.285233 0.247904 0.217586 0.180453
threshold=0.00073092587990686308 0.0056525857653468856 0.00096484774257987748 0.0038949446752667431 0.020035739988088611 0.011519505176693203 0.0034400182776153092 0.0044099434744566688 0.0051502294372767219 0.015200819820165636 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 8 9 -7 -8 -9
right_child=-2 2 -4 -5 -6 6 7 10 -10 -11 -12
leaf_value=0.0001536270108432461 -7.9443097748805176e-05 0.0010081527044850675 -0.0019040829172959207 0.0041843772989683375 0.0029945647269253059 -0.0068128196789012567 -0.0043554334457196536 -0.00037876517254981247 -0.0012482523865407695 0.00038973136228499046 0.0037955997667745624
leaf_weight=1818.6812278032303 6795.4329017400742 304.56733739376068 66.932933807373047 100.67415654659271 68.2357177734375 65.630149841308594 72.164659738540649 74.587057113647461 51.390576481819153 67.167044520378113 74.53611695766449
leaf_count=1042 3264 172 33 36 23 43 46 35 27 35 24
internal_value=0 0.000195275 0.00127254 0.00179722 -2.66154e-05 -0.000119303 -0.00134348 -0.000116042 -0.0043691 -0.00206795 0.0017077
internal_weight=0 2764.57 472.174 405.241 2292.39 2224.16 405.476 288.455 117.021 139.332 149.123
internal_count=4780 1516 241 208 1275 1252 210 140 70 81 59
is_linear=0
shrinkage=0.06


Tree=555
num_leaves=12
num_cat=0
split_feature=7 122 40 8 132 132 79 103 143 123 101
split_gain=0.0468069 0.197258 0.202366 0.129465 0.249093 0.270903 0.203956 0.159667 0.192149 0.176672 0.175195
threshold=0.00055427959887310873 0.0037758676335215573 0.0048403022810816774 0.0095705352723598498 0.0098710241727530974 0.0022272822679951791 0.00082683752407319855 0.0032328735105693345 0.0056525857653468856 0.0095705352723598498 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -7 9 -9 10 -1
right_child=-2 2 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00021298891973733913 -9.860831340791899e-05 0.0010799897898202194 0.0061505412294065699 -0.00088818595232111812 -0.0043014503123005726 -0.00024107324141324686 0.0045596923019217911 -0.0025644190604921951 0.0019795512951842485 -0.0035696700737741604 0.00082050685961809929
leaf_weight=1069.848507642746 6161.1367403268814 126.67996573448181 36.499611139297485 434.00569152832031 43.085061192512512 49.151349663734436 90.546695709228516 145.73398375511169 43.502342462539673 41.965447783470154 1317.8444827795029
leaf_count=635 2779 68 16 253 30 29 34 104 23 31 778
internal_value=0 0.000178748 0.00221416 7.60995e-05 0.000225476 0.00029618 0.00287059 0.000158855 -0.00151983 0.000289601 0.000357431
internal_weight=0 3398.86 163.18 3235.68 2801.68 2758.59 139.698 2618.89 189.236 2429.66 2387.69
internal_count=4780 2001 84 1917 1664 1634 63 1571 127 1444 1413
is_linear=0
shrinkage=0.06


Tree=556
num_leaves=12
num_cat=0
split_feature=145 40 47 66 98 44 73 44 53 20 37
split_gain=0.0432005 0.169909 0.215407 0.203122 0.249495 0.204061 0.261756 0.194719 0.188085 0.374768 0.271896
threshold=0.00093549740267917525 0.00060774214216507982 0.0036604277556762104 0.0011615398107096555 0.015675474889576439 0.011519505176693203 0.00073092587990686308 0.032603342086076743 0.0056525857653468856 0.00055427959887310873 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 -4 -7 8 9 10 -3
right_child=-2 2 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00093567781058341787 -8.4841577888326964e-05 0.0020209643106898129 0.00069871828766471342 0.0040703472509980637 -0.0022231810545745049 0.0063092293945948112 0.00096239953640901558 -0.0020492483492772352 -0.0014603924000053641 -0.0006218907348188497 -0.00041248365088051599
leaf_weight=413.38442873954773 6627.5212404727936 574.18171834945679 415.26707446575165 82.007069706916809 80.521115183830261 60.581594467163086 72.296890139579773 148.94000351428986 210.50898098945618 642.67213690280914 232.11762678623199
leaf_count=267 3372 225 188 35 54 21 26 68 108 303 113
internal_value=0 0.000191745 0.000376756 0.00126182 0.000895456 0.00135358 0.00340011 2.89443e-05 0.000215464 0.000458935 0.00132042
internal_weight=0 2932.48 2519.09 710.674 628.667 548.146 132.878 1808.42 1659.48 1448.97 806.299
internal_count=4780 1408 1141 324 289 235 47 817 749 641 338
is_linear=0
shrinkage=0.06


Tree=557
num_leaves=12
num_cat=0
split_feature=7 87 10 47 61 27 145 95 75 146 133
split_gain=0.0430401 0.135128 0.263227 0.22988 0.211114 0.187411 0.140836 0.131579 0.292914 0.196574 0.226852
threshold=0.00055427959887310873 0.0026833302108570938 0.0035485138650983576 0.0049928687512874612 0.00043393640953581786 0.00017767510871635753 0.004017772153019906 0.020658296532928947 0.0015349716995842757 0.0051502294372767219 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5 -6 -2 -9 -10 -11
right_child=7 2 3 5 6 -7 -8 8 9 10 -12
leaf_value=-3.1349503267354434e-05 -3.5949664288468096e-05 0.0016120327836159746 0.0044688797697889793 0.0034895096545190423 -0.0028338216999744272 0.00031629446297592946 0.00051689989710696426 0.0019101853619597662 -0.0055941652605388621 0.00075953484535865468 -0.0041687711220164533
leaf_weight=2640.4524700641632 5897.6493480205536 112.02311110496521 92.602751970291138 89.478022456169128 127.66734874248505 266.76494228839874 69.874492764472961 70.291774034500122 56.388191699981689 77.29450535774231 59.512921214103699
leaf_count=1565 2641 59 41 46 87 166 37 30 38 37 33
internal_value=0 0.000171405 0.000877305 0.00180561 -0.000468669 0.00111332 -0.0016486 -9.45574e-05 -0.00140638 -0.00261307 -0.00138434
internal_weight=0 3398.86 758.411 448.846 309.565 356.243 197.542 6161.14 263.487 193.196 136.807
internal_count=4780 2001 436 253 183 212 124 2779 138 108 70
is_linear=0
shrinkage=0.06


Tree=558
num_leaves=12
num_cat=0
split_feature=100 0 35 39 135 135 150 47 149 59 5
split_gain=0.0422864 0.204838 0.319983 0.383381 0.348201 0.335384 0.322677 0.296477 0.262841 0.27752 0.378405
threshold=0.0021592099219560628 0.019431582652032379 0.0033348383149132137 0.00747153488919139 0.0044099434744566688 0.010500331409275534 0.0022272822679951791 0.0023699469165876512 0.0084566329605877417 0.013032016810029747 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4 -6 9 10 -8
right_child=1 -3 3 4 7 -7 8 -9 -10 -11 -12
leaf_value=0.00012228179737818669 9.396189398476804e-05 0.00080286456160371907 -0.0039271701007722462 0.001451187629198054 0.00039670100139514746 0.0015975110240663034 -0.002341811749599632 -0.0059343860757456492 -0.0035002554023635308 0.0032626496811151242 0.0019632404978049719
leaf_weight=4930.3088425397873 2558.3326900005341 715.98676013946533 248.69830727577209 316.49615371227264 58.108256936073303 97.783537745475769 275.43679869174957 49.151349663734436 151.33205080032349 58.108256936073303 100.25687527656555
leaf_count=2438 1360 306 149 126 21 43 145 29 99 21 43
internal_value=0 -0.000130222 -0.000300924 -0.00104629 0.000449938 -0.00172687 -0.00211672 -0.0025045 -0.00134722 -0.000596138 -0.00119297
internal_weight=0 4629.69 3913.7 1355.37 423.756 931.616 833.832 107.26 585.134 433.802 375.694
internal_count=4780 2342 2036 676 176 500 457 50 308 209 188
is_linear=0
shrinkage=0.06


Tree=559
num_leaves=12
num_cat=0
split_feature=38 7 44 7 61 120 116 97 57 36 121
split_gain=0.0417299 0.166213 0.202496 0.286966 0.187956 0.167757 0.232385 0.149948 0.304278 0.233464 0.229103
threshold=0.0026012937305495147 0.00040826165059115743 0.00090704852482303988 0.0033348383149132137 0.0048403022810816774 0.00043393640953581786 0.0030382014811038975 0.00064626874518580746 0.00050559637020342063 0.0060143163427710542 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 7 6 -2 8 10 -9 -4
right_child=1 2 4 -5 -6 -7 -8 9 -10 -11 -12
leaf_value=-3.9527879306853359e-05 0.0013318572749962507 -0.0043762572401291585 0.00064287116865571466 0.0016049590655006255 -0.0018897840364862711 -0.00068393076096905569 0.0059829604470541149 0.0037481077210352008 0.0035424439447082718 -0.00085714206726769226 -0.0048459264644675048
leaf_weight=8695.4188671112061 158.4670125246048 83.462674140930176 55.869030117988586 44.153734445571899 99.42231273651123 85.701900959014893 51.156465768814087 122.5169130563736 51.573747038841248 58.576478362083435 53.680743455886841
leaf_count=4335 86 58 23 18 57 56 25 43 18 25 36
internal_value=0 0.000397547 -0.000201661 -0.00230683 0.000406649 0.00155255 0.00246691 0.00107382 -0.000257686 0.00225849 -0.00204671
internal_weight=0 864.581 569.256 127.616 441.639 295.325 209.623 342.217 161.124 181.093 109.55
internal_count=4780 445 278 76 202 167 111 145 77 68 59
is_linear=0
shrinkage=0.06


Tree=560
num_leaves=12
num_cat=0
split_feature=43 121 26 57 143 53 117 81 141 31 96
split_gain=0.0422741 0.111888 0.0543815 0.143938 0.230569 0.20111 0.227533 0.16644 0.154627 0.270373 0.131714
threshold=0.11438806727528573 0.04273676127195359 0.0010918468469753864 0.00066645268816500913 0.016668972559273246 0.0011980500421486797 0.022641776129603389 0.0044099434744566688 0.00070876078098081063 0.00060774214216507982 0.018276390619575981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 8 -6 -7 -10 -4
right_child=1 -3 10 4 7 6 -8 -9 9 -11 -12
leaf_value=-3.9292272334674257e-05 0.0038214255704792097 -1.9922575284318053e-05 -0.00071621702865405103 -0.0017978953331817561 -0.0038516099984740081 0.0052565939481134154 -0.0018290318446827466 0.00015119217655331442 -0.001517445874163056 0.0029330588010527629 0.0013346800517619931
leaf_weight=7779.1015269756317 37.85333526134491 97.885418057441711 839.32847571372986 54.749416708946228 48.683128237724304 64.174545407295227 47.563514828681946 161.30669116973877 61.986258745193481 237.14559209346771 130.22197651863098
leaf_count=3934 17 65 430 24 25 20 26 68 33 82 56
internal_value=0 0.00105131 -1.51421e-05 3.36656e-05 0.000873718 0.00161809 0.00207327 -0.0007768 0.00258416 0.00201082 -0.000440758
internal_weight=0 135.739 9424.26 8454.71 675.609 465.619 410.87 209.99 363.306 299.132 969.55
internal_count=4780 82 4698 4212 278 185 161 93 135 115 486
is_linear=0
shrinkage=0.06


Tree=561
num_leaves=12
num_cat=0
split_feature=114 138 84 24 20 145 6 25 93 50 102
split_gain=0.0432533 0.127567 0.119443 0.284607 0.225992 0.211527 0.226064 0.457698 0.255733 0.171135 0.117558
threshold=0.017188700847327713 0.00039601318712811922 0.0005375427135732026 0.00017767510871635753 0.0014881226234138014 0.00093549740267917525 0.00055427959887310873 0.0026833302108570938 0.00057154725072905432 0.0016846025246195497 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 9 -5 7 -7 -9 -3 -8
right_child=1 2 3 5 -6 6 10 8 -10 -11 -12
leaf_value=-4.2825116899619912e-05 0.0023747323194168207 0.00045995945389212323 -0.0044279799616208562 0.0027691486087657478 -0.0015385437795642385 0.0016519011700783473 -0.00051329429545131746 -0.0014984861962525219 -0.0065448029108914818 0.0038826969435928806 0.0024544320625772822
leaf_weight=8592.4957237243652 103.1474940776825 105.20355033874512 55.919970273971558 87.371026039123535 82.241180419921875 89.844363570213318 91.014917135238647 79.533732175827026 66.28154182434082 105.15261018276215 101.79376995563507
leaf_count=4396 36 43 34 28 37 28 38 35 38 32 35
internal_value=0 0.000380334 0.000142334 -0.000362227 0.00112829 7.85244e-05 -0.000470134 -0.00171674 -0.00379233 0.00217091 0.00105352
internal_weight=0 967.504 864.357 571.759 292.597 515.839 428.468 235.66 145.815 210.356 192.809
internal_count=4780 384 348 236 112 202 174 101 73 75 73
is_linear=0
shrinkage=0.06


Tree=562
num_leaves=12
num_cat=0
split_feature=45 76 7 132 141 25 21 39 95 21 106
split_gain=0.041807 0.0445942 0.0438919 0.136498 0.194614 0.24498 0.276758 0.265224 0.2455 0.332998 0.210383
threshold=0.074787221848964705 0.0070226341485977182 0.00055427959887310873 0.0098710241727530974 0.0038949446752667431 0.0012745757703669371 0.0049928687512874612 0.00040826165059115743 0.0021592099219560628 0.000490355829242617 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -7 9 -9 -11
right_child=1 -3 -4 -5 -6 6 -8 8 -10 10 -12
leaf_value=5.9109082468145085e-05 -0.0016511126600347017 0.00032555901766421726 -7.7648836520289235e-05 -0.0029723588080784987 -0.0003756033059610195 0.0003848340456474399 -0.003430717619903502 0.001627506042520041 0.00091437553049987963 0.0078530814498700193 0.0029552384073035249
leaf_weight=1230.1071156263351 110.53715658187866 65.396039128303528 6117.1661764383316 48.265846967697144 1168.85353910923 337.89127886295319 40.611723661422729 129.10236310958862 180.07565832138062 79.716902732849121 52.276079177856445
leaf_count=768 78 41 2752 32 699 182 30 57 91 26 24
internal_value=0 -0.000916365 1.71801e-05 0.000194744 0.000242237 0.000594551 0.0013981 0.00164982 0.00261867 0.00379412 0.00591328
internal_weight=0 175.933 9384.07 3266.9 3218.63 2049.78 819.674 779.062 441.171 261.095 131.993
internal_count=4780 119 4661 1909 1877 1178 410 380 198 107 50
is_linear=0
shrinkage=0.06


Tree=563
num_leaves=12
num_cat=0
split_feature=141 11 150 107 32 148 66 74 119 127 29
split_gain=0.0418059 0.170219 0.210072 0.113175 0.128922 0.0877171 0.0995492 0.131543 0.12885 0.122972 0.106377
threshold=0.016668972559273246 0.011880517937242987 0.0060143163427710542 0.00017767510871635753 0.0020932231564074759 0.00087947337306104611 0.0012745757703669371 0.0018488886416889729 0.00038414125447161501 0.0079489401541650313 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -5 7 8 9 -7 -11
right_child=1 2 -4 5 -6 6 -8 -9 -10 10 -12
leaf_value=-4.1350169230149793e-05 0.00075802380276542719 -0.0039594902974147373 0.0017305450159458015 -0.00065934409310323462 -0.004125913039087793 0.0010655784293247769 -0.00115122848506267 -0.0012861147586246695 -0.00059588291604564011 0.0017203483077956176 0.0042987864295362813
leaf_weight=8623.4070278406143 41.914507627487183 65.630149841308594 36.265500426292419 112.30816197395325 36.316440582275391 218.29533469676971 60.866645336151123 59.044699788093567 75.289389252662659 111.50394952297211 119.15807282924652
leaf_count=4322 20 43 14 72 25 90 34 29 41 44 46
internal_value=0 0.00038072 -0.00193436 0.000663333 -0.0015092 0.000888009 0.00115779 0.00139873 0.00170112 0.00208633 0.00305235
internal_weight=0 936.593 101.896 834.697 78.2309 756.466 644.158 583.291 524.247 448.957 230.662
internal_count=4780 458 57 401 45 356 284 250 221 180 90
is_linear=0
shrinkage=0.06


Tree=564
num_leaves=12
num_cat=0
split_feature=67 8 145 131 105 12 0 93 143 19 35
split_gain=0.041018 0.132775 0.21399 0.241437 0.209926 0.151214 0.245237 0.24486 0.180632 0.166656 0.13435
threshold=0.0020292587578296666 0.0035485138650983576 0.00017767510871635753 0.0027679565828293566 0.0019672545604407792 0.00062670491752214741 0.0038949446752667431 0.0058306583669036635 0.0038949446752667431 0.0026012937305495147 0.044033329933881767
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 -5 -3 9 -8 -9 -7 -4
right_child=1 5 3 4 -6 6 7 8 -10 -11 -12
leaf_value=-5.6856968222431618e-05 -0.0035600202157763201 0.00289633971635262 0.0011689766333717799 -0.00080642879855337901 -0.0058377668341906171 0.00083561027481070423 0.00043945003620774348 -0.00023069466921977059 -0.0056635908942089166 0.0050111492691093757 -0.0014761123852646157
leaf_weight=7905.4660917520523 67.635265946388245 103.84982621669769 384.18235981464386 132.2780327796936 38.555667400360107 73.884724974632263 617.31771969795227 44.153734445571899 43.970563888549805 64.408656120300293 84.297236680984497
leaf_count=4031 39 42 176 63 23 29 266 18 27 22 44
internal_value=0 0.000271666 -0.000350615 -1.10803e-05 -0.00194196 0.000735921 0.000470009 1.70999e-05 -0.0029415 0.00278032 0.000693025
internal_weight=0 1654.53 706.949 639.313 170.834 947.585 843.735 705.442 88.1243 138.293 468.48
internal_count=4780 749 345 306 86 404 362 311 45 51 220
is_linear=0
shrinkage=0.06


Tree=565
num_leaves=12
num_cat=0
split_feature=78 121 58 28 39 77 31 112 23 75 8
split_gain=0.0421574 0.15618 0.148418 0.144808 0.143026 0.132472 0.203664 0.254865 0.277721 0.215888 0.194828
threshold=0.0011980500421486797 0.04273676127195359 0.0031340263085439806 0.0062037324532866487 0.0014881226234138014 0.00057154725072905432 0.00017767510871635753 0.00017767510871635753 0.0081988852471113222 0.00093549740267917525 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1 7 8 10 -10 -7
right_child=1 2 -4 4 -6 6 -8 -9 9 -11 -12
leaf_value=-1.869044581316157e-05 -2.899322755119952e-05 0.0011477977419923156 -0.0033644812896395579 -0.00031941123299419162 -0.0053110599245776557 0.0033527635027460058 -0.00022412579856272201 9.3918024981471648e-05 0.0027952458276361276 0.0073428149928235114 -0.0024129248993831733
leaf_weight=1243.5424765348434 7401.2184963226318 36.265500426292419 94.943859100341797 57.507805109024048 32.255268216133118 40.560783505439758 282.67364072799683 170.70146977901459 93.539194822311401 62.820821285247803 43.970563888549805
leaf_count=756 3516 14 61 37 22 19 154 106 49 19 27
internal_value=0 -6.53702e-05 -0.00211731 0.00024285 -0.0021131 0.000351983 0.00101592 0.00186755 0.00312439 0.00462232 0.000353633
internal_weight=0 7532.43 131.209 2027.57 89.7631 1937.81 694.266 411.593 240.891 156.36 84.5313
internal_count=4780 3591 75 1189 59 1130 374 220 114 68 46
is_linear=0
shrinkage=0.06


Tree=566
num_leaves=12
num_cat=0
split_feature=11 70 46 71 72 40 93 99 25 72 65
split_gain=0.0397806 0.123576 0.246967 0.159176 0.216792 0.320444 0.266066 0.269781 0.223328 0.233818 0.206903
threshold=0.00070876078098081063 0.034632634371519096 0.0038949446752667431 0.0027679565828293566 0.030689206905663017 0.0041444667149335155 0.00040826165059115743 0.0026012937305495147 0.014293605927377941 0.00082683752407319855 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 6 -6 7 8 9 -5 -1
right_child=-2 2 -4 4 5 -7 -8 -9 -10 -11 -12
leaf_value=0.00095009834188578663 6.9837093864488504e-05 -0.00073840961280531646 0.0055659103917657738 -0.0015660367190366107 -0.0015192164802906823 0.004429005432791149 -0.00011783399374522052 -0.00030990617227086948 0.001098109504746946 -0.0049849470000242081 -0.00086444257280161906
leaf_weight=610.88509011268616 7211.9420599937439 52.510189890861511 38.972948670387268 122.25245225429535 62.637650728225708 68.001607060432434 594.99698173999786 221.38971412181854 41.914507627487183 175.23086357116699 359.26581394672394
leaf_count=285 3526 26 16 83 28 21 350 127 20 113 185
internal_value=0 -0.000214501 0.00194731 -0.000302142 -0.000739759 0.00157701 -0.00100162 -0.00193933 -0.0030022 -0.00357993 0.000278138
internal_weight=0 2348.06 91.4831 2256.57 1286.42 130.639 1155.78 560.788 339.398 297.483 970.151
internal_count=4780 1254 42 1212 742 49 693 343 216 196 470
is_linear=0
shrinkage=0.06


Tree=567
num_leaves=12
num_cat=0
split_feature=58 58 135 52 4 135 115 14 14 83 94
split_gain=0.0416657 0.161806 0.229225 0.215551 0.245607 0.205269 0.19386 0.491282 0.32868 0.284196 0.347135
threshold=0.0013560238294303419 0.0031340263085439806 0.0037758676335215573 0.0026012937305495147 0.0012745757703669371 0.0079489401541650313 0.0054799309000372895 0.0038949446752667431 0.00047558375808876013 0.0026833302108570938 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 5 -5 -4 7 -2 -8 10 -10
right_child=1 -3 3 4 -6 -7 8 -9 9 -11 -12
leaf_value=-0.00018187345325817796 0.00067656443374258378 -0.00012426131479558681 -0.0056107477522054968 -0.0030728901725773313 0.0017081144640802004 -0.0010223586450595369 -0.0022912167682450409 -0.003750136576167682 0.0013405195694774891 0.0024584693587124218 -0.0047667188375741442
leaf_weight=3075.7186954021454 847.68493115901947 4341.9796711206436 51.858797907829285 52.510189890861511 146.88394725322723 108.61333072185516 76.409002661705017 101.01014757156372 121.86552107334137 589.25585424900055 46.209790706634521
leaf_count=1459 438 2314 31 26 61 51 40 60 48 227 25
internal_value=0 8.62689e-05 0.000512968 -0.0008683 0.000449043 -0.00250516 0.00079184 0.000205242 0.00145932 0.00183772 -0.000338574
internal_weight=0 6484.28 2142.3 359.866 199.394 160.472 1782.44 948.695 833.74 757.331 168.075
internal_count=4780 3321 1007 169 87 82 838 498 340 300 73
is_linear=0
shrinkage=0.06


Tree=568
num_leaves=12
num_cat=0
split_feature=81 140 29 143 28 107 128 116 49 18 25
split_gain=0.0419403 0.146049 0.181373 0.178242 0.130351 0.116526 0.0778732 0.0682969 0.224092 0.161691 0.136008
threshold=0.00017767510871635753 0.00090704852482303988 0.0013986918493174019 0.00017767510871635753 0.0013986918493174019 0.0019071503775194289 0.00017767510871635753 0.00017767510871635753 0.00096484774257987748 0.001792412775103003 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 6 -4 -3 -1 8 9 10 -2
right_child=7 2 4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0019136937020968847 0.00046192353332810812 -0.0043223888688281933 7.8693935960722839e-05 0.0046892161199994231 0.0040372205970039777 8.5660522386464912e-05 -0.0016711167676968098 2.6018144875538734e-05 -0.0038246846726538147 0.0017480734880073122 -0.0012708288073031309
leaf_weight=52.744300603866577 263.77244317531586 51.441516637802124 171.87202334403992 58.342367649078369 36.265500426292419 37.201943278312683 37.201943278312683 8231.9975860118866 68.520768642425537 123.45335590839386 427.18613076210022
leaf_count=28 151 38 116 23 14 22 22 4042 36 51 237
internal_value=0 0.000568723 -0.000199563 0.00210635 0.00076842 -0.00247242 0.000431009 -2.777e-05 -0.000529262 -0.000252 -0.000609353
internal_weight=0 445.07 296.781 148.289 208.138 88.6435 89.9462 9114.93 882.933 814.412 690.959
internal_count=4780 263 190 73 130 60 50 4517 475 439 388
is_linear=0
shrinkage=0.06


Tree=569
num_leaves=12
num_cat=0
split_feature=73 109 91 15 106 68 75 11 85 45 58
split_gain=0.0413042 0.249821 0.265447 0.196423 0.296046 0.333286 0.368759 0.206168 0.204125 0.178688 0.172201
threshold=0.010829726699739696 0.016668972559273246 0.0025217677466571335 0.0058306583669036635 0.004017772153019906 0.024810968898236755 0.013860232196748258 0.00085274505545385193 0.0014427106943912806 0.004017772153019906 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 10 -2 7 6 8 -5 -6 -9 -3
right_child=1 2 -4 4 5 -7 -8 9 -10 -11 -12
leaf_value=-6.7612081244292289e-05 -7.7386025681758262e-06 -0.0016852214058655764 0.00096837563212214927 0.00071292207474305273 0.0035787439559352638 -0.0038955249225975587 -0.0035043673169219487 0.0054404713248240536 0.00017386736756397827 0.0014020751161266736 -0.0070950539218084243
leaf_weight=7388.4767775535583 1374.2316044569016 43.268231749534607 56.754532814025879 112.85767364501953 129.05142295360565 61.568977475166321 55.21763813495636 111.45300936698914 124.57296931743622 61.049815893173218 41.497226357460022
leaf_count=3872 573 21 20 45 46 40 28 33 50 25 27
internal_value=0 0.000230046 -0.00220733 0.000399966 0.00125435 0.000135403 0.000938986 0.00270679 0.00190637 0.00401126 -0.00433362
internal_weight=0 2171.52 141.52 2030 655.772 370.411 308.842 285.36 253.624 172.503 84.7655
internal_count=4780 908 68 840 267 164 124 103 96 58 48
is_linear=0
shrinkage=0.06


Tree=570
num_leaves=12
num_cat=0
split_feature=74 129 30 113 28 49 104 24 72 8 107
split_gain=0.0430248 0.114749 0.108511 0.0973777 0.167139 0.186864 0.234862 0.128881 0.0628915 0.171611 0.157882
threshold=0.0045489775948226461 0.059226244688034065 0.0062037324532866487 0.0014881226234138014 0.00017767510871635753 0.00017767510871635753 0.0010918468469753864 0.0010263677686452868 0.0028552538715302949 0.014293605927377941 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 -4 6 -6 -7 9 -1 -11
right_child=1 -3 3 -5 5 7 -8 -9 -10 10 -12
leaf_value=0.00026254351997419631 0.0025846671347977924 0.0025066984876148143 0.0017004244758944461 0.0016867903008169322 -0.00074229886897684563 -0.002845784164357051 -0.0074862207162622431 0.0010017330804722576 -0.00016543020680882093 -0.002168047592580919 0.0013289463244347635
leaf_weight=3570.7958629131317 55.869030117988586 88.073358178138733 74.118835687637329 73.884724974632263 38.087445974349976 47.563514828681946 36.316440582275391 91.90041983127594 5225.9182026386261 196.60539865493774 60.866645336151123
leaf_count=2033 23 34 31 29 19 26 25 35 2375 116 34
internal_value=0 0.000538532 0.000123578 -0.000256388 -0.000754922 -0.00160586 -0.004034 -0.000310444 -3.00852e-05 0.000154673 -0.00134135
internal_weight=0 505.814 417.74 361.871 287.987 213.868 74.4039 139.464 9054.19 3828.27 257.472
internal_count=4780 222 188 165 136 105 44 61 4558 2183 150
is_linear=0
shrinkage=0.06


Tree=571
num_leaves=12
num_cat=0
split_feature=32 8 110 33 75 8 5 99 82 40 148
split_gain=0.0419228 0.179912 0.24907 0.231711 0.219012 0.194875 0.365317 0.197908 0.186669 0.17813 0.165078
threshold=0.00087947337306104611 0.0060143163427710542 0.004017772153019906 0.0005375427135732026 0.0027679565828293566 0.0084566329605877417 0.00075379351619631063 0.0013146653072908523 0.0070226341485977182 0.0056525857653468856 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 8 7 -7 -5 -4 -8
right_child=-2 2 9 5 -6 6 10 -9 -10 -11 -12
leaf_value=2.495642342993926e-05 0.00012210761102373984 -0.002097925253667031 -0.0013591929136251093 -0.004865472207335215 0.0031366264123033724 -0.0064057539867681413 -0.0010304324720019303 -0.0014825280681663932 -0.00048696920740121894 0.0033223400921091892 0.0031346626027576397
leaf_weight=3966.8864489793777 4916.4963104724884 51.858797907829285 49.151349663734436 133.26541578769684 64.642766833305359 50.739184498786926 71.228216886520386 69.874492764472961 47.563514828681946 72.296890139579773 65.996490955352783
leaf_count=2110 2320 31 29 82 24 32 38 37 26 26 25
internal_value=0 -0.000129286 -0.00103358 -0.00157201 0.00080655 -0.00220371 -0.00114464 -0.00355361 -0.00371379 0.00142768 0.000972717
internal_weight=0 4643.5 676.617 555.169 116.502 438.667 257.838 120.614 180.829 121.448 137.225
internal_count=4780 2460 350 295 55 240 132 69 108 55 63
is_linear=0
shrinkage=0.06


Tree=572
num_leaves=12
num_cat=0
split_feature=68 117 73 109 78 148 83 22 21 115 110
split_gain=0.0423592 0.150576 0.159149 0.244682 0.557013 0.252625 0.249325 0.288275 0.247522 0.272734 0.222459
threshold=0.0014881226234138014 0.00017767510871635753 0.010829726699739696 0.016668972559273246 0.0026833302108570938 0.041476719081401832 0.0054799309000372895 0.0011980500421486797 0.0026012937305495147 0.031632266007363803 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 7 -4 9 -8 -11
right_child=1 2 3 4 -6 -7 8 -9 -10 10 -12
leaf_value=0.00019000427824703096 -0.0014727887179872478 -0.0001843466950339649 0.00055958761324851605 0.00099795095800200308 -0.0075122284916484816 -0.0019712033511474327 0.0031949127204445216 -0.0037202658838781685 -8.1043874430004618e-05 0.0019353988916423657 -0.0027323313374221364
leaf_weight=2929.5880204439163 269.60462093353271 4963.1959826946259 338.33891022205353 77.477675914764404 43.085061192512512 109.49883341789246 393.68877875804901 68.052547216415405 207.98470330238342 102.02788066864014 57.456864953041077
leaf_count=1415 148 2645 133 28 30 48 141 32 97 37 26
internal_value=0 -8.39517e-05 -2.50854e-05 0.000540483 -0.0020433 0.000784411 0.00104285 -0.000157098 0.00168351 0.00234696 0.000253776
internal_weight=0 6630.41 6360.81 1397.61 120.563 1277.05 1167.55 406.391 761.158 553.174 159.485
internal_count=4780 3365 3217 572 58 514 466 165 301 204 63
is_linear=0
shrinkage=0.06


Tree=573
num_leaves=12
num_cat=0
split_feature=78 36 109 104 25 27 110 132 9 34 77
split_gain=0.0396285 0.154805 0.196859 0.158124 0.153834 0.28145 0.154672 0.132 0.184662 0.181913 0.167257
threshold=0.0011980500421486797 0.00017767510871635753 0.024810968898236755 0.012636432424187662 0.00052132029668428015 0.00043393640953581786 0.002945306478068233 0.00090704852482303988 0.00017767510871635753 0.0053125319536775359 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 6 -6 -3 8 10 -10 -1
right_child=-2 2 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-8.2339592215700902e-05 -6.3379215375025083e-05 0.0013310194152557353 0.0043974614944771754 -0.0015077518629643273 0.0043695492932139725 -0.0014238986308924698 0.0049209312088032055 -0.0020164497690844719 -0.0023793025584132967 0.00010632268561961885 0.0015722735449207805
leaf_weight=565.23564112186432 7532.4278558492661 166.53841710090637 58.108256936073303 94.058356404304504 38.972948670387268 133.91680777072906 58.342367649078369 117.20389688014984 182.70181632041931 252.47442877292633 360.01908624172211
leaf_count=381 3591 81 21 64 16 77 23 61 124 139 202
internal_value=0 0.000235454 0.00109483 0.000704632 0.00122778 -0.000117935 0.00226237 -8.43833e-05 8.20682e-05 -0.000937227 0.000561475
internal_weight=0 2027.57 549.937 491.829 397.771 172.89 224.881 1477.63 1360.43 435.176 925.255
internal_count=4780 1189 282 261 197 93 104 907 846 263 583
is_linear=0
shrinkage=0.06


Tree=574
num_leaves=12
num_cat=0
split_feature=146 60 101 71 103 84 146 69 60 108 145
split_gain=0.0422435 0.139426 0.264257 0.151035 0.208877 0.118873 0.0777852 0.201108 0.236254 0.260653 0.245688
threshold=0.028884131461381916 0.00017767510871635753 0.0016846025246195497 0.00099512818269431613 0.00037263428384903824 0.00037263428384903824 0.015675474889576439 0.0005375427135732026 0.00017767510871635753 0.0098710241727530974 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 5 -2 -5 -3 -1 -8 -9 -10 -11
right_child=1 2 -4 4 -6 -7 7 8 9 10 -12
leaf_value=2.419724473416294e-05 0.0023482071495103791 0.0015815519372022445 -0.00049472945786860887 -0.002830276797030793 0.0017186767217874702 0.0048698127174920548 -0.0020836883915024691 0.0018815840713909012 -0.001875846362701725 -0.0012164050221432786 0.0040280565146867519
leaf_weight=8238.0541144609451 47.980796098709106 89.895303726196289 146.46666598320007 120.43050670623779 52.041968464851379 70.709055304527283 232.03633654117584 170.31453859806061 263.43645215034485 63.991374850273132 64.642766833305359
leaf_count=4136 19 39 68 78 22 23 144 71 127 29 24
internal_value=0 0.000521896 0.00134839 -0.000629337 -0.00145767 0.00302927 -3.04804e-05 -0.00059748 1.57189e-05 -0.000794808 0.0014191
internal_weight=0 527.524 307.071 220.453 172.472 160.604 9032.48 794.421 562.385 392.071 128.634
internal_count=4780 249 130 119 100 62 4531 395 251 180 53
is_linear=0
shrinkage=0.06


Tree=575
num_leaves=12
num_cat=0
split_feature=38 118 51 27 109 3 12 35 138 121 69
split_gain=0.0404181 0.125342 0.316457 0.250666 0.243361 0.119138 0.186744 0.109723 0.160303 0.147902 0.158636
threshold=0.0026012937305495147 0.0054799309000372895 0.00043393640953581786 0.0053125319536775359 0.010500331409275534 0.0037758676335215573 0.00087947337306104611 0.0022975050378590827 0.0037758676335215573 0.0025217677466571335 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 -3 10 -9
right_child=1 7 3 -5 -6 -7 -8 9 -10 -11 -12
leaf_value=-3.8901643500899023e-05 0.0052479150297374613 -0.00018759585633812591 -0.0010081879055560468 0.0028540506221777073 0.0018702166847461017 0.00059593938057640261 -0.0066873792756062412 -0.00074736972729163122 0.0037230803771343308 0.0026302268485881223 -0.0048104939641558575
leaf_weight=8695.4188671112061 59.696091771125793 123.78934693336487 43.085061192512512 101.14237797260284 72.347830295562744 31.084714651107788 40.377612948417664 259.66033065319061 54.281195282936096 39.207059383392334 39.909391522407532
leaf_count=4335 24 75 30 40 37 12 28 137 20 18 24
internal_value=0 0.000391249 0.001272 0.00044799 -0.000854102 -0.00257477 -0.00375567 -0.00020132 0.00100449 -0.00083513 -0.00128867
internal_weight=0 864.581 347.734 288.038 186.895 114.547 83.4627 516.847 178.071 338.777 299.57
internal_count=4780 445 171 147 107 70 58 274 95 179 161
is_linear=0
shrinkage=0.06


Tree=576
num_leaves=12
num_cat=0
split_feature=10 17 115 56 51 131 150 80 142 98 108
split_gain=0.0421879 0.194894 0.156167 0.211438 0.194321 0.157629 0.156088 0.177725 0.279257 0.221427 0.289734
threshold=0.0011615398107096555 0.0038949446752667431 0.00017767510871635753 0.0022975050378590827 0.0068083447404205808 0.0013146653072908523 0.00899649551138282 0.0014427106943912806 0.00244467705488205 0.0044099434744566688 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 -4 -6 7 8 -1 10 -10
right_child=-2 2 3 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00028418866734657492 -6.6402821004577371e-05 -0.0010627521758526744 0.0030100427651032001 -0.0017642810281229297 0.002088059974301748 -0.0026619857493154677 0.0027753610811332161 -0.0011132237619576591 0.00058247188180294326 -0.0011603407186858614 0.0057324876071604683
leaf_weight=747.79439699649811 7483.0738155841827 88.592519760131836 282.00165867805481 55.451748847961426 55.869030117988586 45.74156928062439 65.110988259315491 525.25471937656403 74.118835687637329 53.212522029876709 83.778075098991394
leaf_count=377 3761 49 106 30 23 21 28 293 31 32 29
internal_value=0 0.000239246 0.00123517 0.00169884 0.00219944 -5.02459e-05 -9.99503e-05 -0.000226092 0.000259848 0.00218694 0.003315
internal_weight=0 2076.93 527.657 439.064 383.612 101.611 1549.27 1484.16 958.904 211.109 157.897
internal_count=4780 1019 229 180 150 44 790 762 469 92 60
is_linear=0
shrinkage=0.06


Tree=577
num_leaves=12
num_cat=0
split_feature=77 88 95 126 54 108 14 138 19 54 132
split_gain=0.0394395 0.133212 0.103739 0.155078 0.206212 0.152437 0.142759 0.177314 0.158142 0.143409 0.140161
threshold=0.016164712607860569 0.064669914543628707 0.00899649551138282 0.00057154725072905432 0.0023699469165876512 0.0034400182776153092 0.0063990866765379914 0.0032328735105693345 0.0013986918493174019 0.00073092587990686308 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 8 9 -2 -8 -6
right_child=1 -3 -4 5 10 -7 7 -9 -10 -11 -12
leaf_value=-4.6135157052989386e-05 -0.0031019677654724022 -0.0020014346891978098 0.0019735436528792311 0.00022553674903529451 0.00033073233281300435 -0.0039298182028757993 0.00028044910345822083 0.0022128175422674546 7.2469699044424804e-05 -0.0040757891677818056 0.0029341912067337248
leaf_weight=8361.6602908372879 97.651307344436646 82.709401845932007 148.00356066226959 69.40627133846283 130.69019794464111 58.627418518066406 122.61879336833954 146.64983654022217 134.04903817176819 34.962716460227966 172.97104668617249
leaf_count=4220 63 41 60 33 60 36 65 59 57 24 62
internal_value=0 0.000321917 0.000494164 0.000267885 0.000564504 -0.00167723 -0.000143301 0.000711291 -0.00126541 -0.000686072 0.00181371
internal_weight=0 1198.34 1115.63 967.627 839.593 128.034 535.932 304.231 231.7 157.582 303.661
internal_count=4780 560 519 459 390 69 268 148 120 89 122
is_linear=0
shrinkage=0.06


Tree=578
num_leaves=12
num_cat=0
split_feature=41 5 41 97 109 59 47 50 42 39 91
split_gain=0.0413882 0.291397 0.0452741 0.0798755 0.0472704 0.20127 0.205612 0.268379 0.18786 0.220613 0.224517
threshold=0.0033348383149132137 0.00038414125447161501 0.0022975050378590827 0.0042751494329422721 0.013032016810029747 0.013032016810029747 0.0066005610860884198 0.00066645268816500913 0.0079489401541650313 0.010829726699739696 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 6 -6 -8 9 10 -9
right_child=1 -3 3 -5 5 -7 7 8 -10 -11 -12
leaf_value=-7.9720147408850116e-05 0.0039197379032254506 -0.0023409851696364124 -0.0030385832341098076 0.00062334674887039592 0.00061675166258532755 0.0011572767792002578 0.0013429376514416218 -0.0038892215266273251 -0.00033926545788439381 -0.0061028424449195255 -0.00044889590001850486
leaf_weight=6972.5268909931183 60.815705180168152 47.797625541687012 47.32940411567688 39.207059383392334 797.86159944534302 622.54944562911987 189.50078701972961 103.76853597164154 433.35429954528809 45.558398723602295 199.73012816905975
leaf_count=3488 23 28 24 18 361 279 87 73 258 30 111
internal_value=0 0.00116457 -1.3383e-05 -0.00137947 -7.59583e-07 0.000229374 -9.70319e-05 -0.000682991 -0.00117367 -0.00220959 -0.00162517
internal_weight=0 108.613 9451.39 86.5365 9364.85 2392.32 1769.77 971.912 782.411 349.057 303.499
internal_count=4780 51 4729 42 4687 1199 920 559 472 214 184
is_linear=0
shrinkage=0.06


Tree=579
num_leaves=12
num_cat=0
split_feature=43 86 18 127 40 39 44 123 92 71 114
split_gain=0.0387925 0.104044 0.0450281 0.224557 0.2849 0.26723 0.28923 0.205234 0.183989 0.22622 0.156323
threshold=0.11438806727528573 0.00060774214216507982 0.0015833032084628942 0.00087947337306104611 0.018276390619575981 0.016668972559273246 0.0044099434744566688 0.00747153488919139 0.017188700847327713 0.0058306583669036635 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 7 5 6 -5 10 9 -6 -4
right_child=1 -3 3 4 8 -7 -8 -9 -10 -11 -12
leaf_value=-9.2935653627500964e-05 -4.2685352969078196e-05 0.0036356658713973793 0.00088500343579813183 -0.00059478429500242874 -0.00085278690235244224 0.001708247532418779 -0.0036198295661022638 -0.0032118268070777892 -0.0017309970412455343 0.0042372421134749053 -0.00098938835107393523
leaf_weight=6941.7174671888351 96.999915361404419 38.738837957382202 1517.0543793439865 255.41598773002625 48.214906811714172 85.60002064704895 205.19596481323242 50.036852359771729 51.624687194824219 90.31258499622345 179.08827531337738
leaf_count=3584 68 14 631 143 21 34 126 26 29 32 72
internal_value=0 0.00100709 -1.45052e-05 0.000204803 -0.000673945 -0.00137028 -0.0019424 0.000575371 0.00132629 0.00246564 0.000687095
internal_weight=0 135.739 9424.26 2482.54 736.364 546.212 460.612 1746.18 190.152 138.527 1696.14
internal_count=4780 82 4698 1114 385 303 269 729 82 53 703
is_linear=0
shrinkage=0.06


Tree=580
num_leaves=12
num_cat=0
split_feature=59 91 11 44 116 148 17 2 117 136 39
split_gain=0.0448488 0.173864 0.188612 0.147399 0.202963 0.272671 0.267739 0.233783 0.224562 0.314968 0.223518
threshold=0.0026833302108570938 0.0049928687512874612 0.016668972559273246 0.0051502294372767219 0.0010585968848317864 0.027182282879948619 0.0070226341485977182 0.00070876078098081063 0.0084566329605877417 0.000490355829242617 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 10 -10 -6
right_child=-2 -3 -4 4 6 -7 -8 -9 9 -11 -12
leaf_value=-4.4865999476353811e-05 -0.00011792949476360578 -0.00093180470215918989 0.0024066544079051283 0.00021130736512678006 -0.00085328741152422007 -0.00501472886395275 -0.0022580646084479359 -0.00091636528468960375 0.0050900007911541256 0.00011963034006446071 0.0023932504383330387
leaf_weight=2636.9809194803238 5242.7438238859177 481.23321533203125 144.22743916511536 289.85954260826111 119.91134512424469 41.02900493144989 66.932933807373047 101.89565026760101 160.83846974372864 64.225485563278198 210.1220498085022
leaf_count=1398 2561 255 70 152 63 23 33 57 64 31 73
internal_value=0 0.00014321 0.000278072 0.000194914 0.000794353 -0.000436703 0.00135704 0.00172534 0.00221026 0.00367163 0.00121368
internal_weight=0 4317.26 3836.02 3691.8 1054.81 330.889 723.926 656.993 555.097 225.064 330.033
internal_count=4780 2219 1964 1894 496 175 321 288 231 95 136
is_linear=0
shrinkage=0.06


Tree=581
num_leaves=12
num_cat=0
split_feature=59 91 101 14 70 121 4 143 34 76 15
split_gain=0.0396284 0.198115 0.308008 0.240285 0.199444 0.204997 0.195582 0.196491 0.240195 0.318153 0.208792
threshold=0.0026833302108570938 0.0042751494329422721 0.0049928687512874612 0.007706565549597145 0.00039601318712811922 0.00017767510871635753 0.00017767510871635753 0.0079489401541650313 0.015200819820165636 0.0003614811430452392 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -4 -6 -3 10 -9 -10 -8
right_child=1 2 4 -5 5 -7 7 8 9 -11 -12
leaf_value=0.00013461738096147169 -0.00033436598700456541 -0.0020472421523225108 0.002082697512516453 -0.0032817124165447167 0.00083924374676182982 -0.0029819249984672823 0.00413731056461418 -1.3685835379786391e-05 0.0035738130596328385 -0.0017208301128083794 0.00101383669122122
leaf_weight=4317.2560558319092 3834.5672360658646 64.69370698928833 54.983527421951294 45.975679993629456 70.291774034500122 179.89248776435852 158.08008134365082 452.41807758808136 178.56911373138428 52.978411316871643 150.29372763633728
leaf_count=2219 1941 35 26 23 30 100 51 199 57 30 69
internal_value=0 -0.000110854 0.000497786 0.000964535 -0.00118925 -0.00190833 0.00114923 0.00135761 0.000790704 0.00236239 0.00261501
internal_weight=0 5242.74 1408.18 1103.01 305.168 250.184 1057.03 992.339 683.966 231.548 308.374
internal_count=4780 2561 620 464 156 130 441 406 286 87 120
is_linear=0
shrinkage=0.06


Tree=582
num_leaves=12
num_cat=0
split_feature=74 61 117 1 56 0 46 30 83 138 63
split_gain=0.0392202 0.113212 0.135324 0.132896 0.101486 0.107754 0.0958173 0.0693666 0.255547 0.222772 0.246455
threshold=0.0045489775948226461 0.00064626874518580746 0.00062670491752214741 0.00017767510871635753 0.00096484774257987748 0.0058306583669036635 0.0038949446752667431 0.019431582652032379 0.0054799309000372895 0.0020292587578296666 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 5 -4 -6 -1 9 -9 -11
right_child=1 2 4 -5 6 -7 -8 8 -10 10 -12
leaf_value=9.7122237176439584e-07 0.0022517164179185877 -2.8578255275165938e-05 0.0029596074561732085 -0.0041428485932220177 -0.0028629852440358989 9.5154044575738599e-05 0.0010170506853045477 0.00035336384507361822 0.0013450044399271593 -0.00028639338528000925 -0.0062615351282772147
leaf_weight=8773.6704053878784 106.55727446079254 71.645498156547546 96.847094893455505 46.678012132644653 44.621955871582031 92.368641257286072 47.095293402671814 66.230601668357849 107.20866644382477 39.207059383392334 67.869376659393311
leaf_count=4433 44 31 35 29 22 39 22 27 39 18 41
internal_value=0 0.00051417 5.04375e-05 -0.00165164 0.000767318 0.00156128 -0.000870651 -2.87242e-05 -0.000957506 -0.00238185 -0.00407368
internal_weight=0 505.814 399.256 118.324 280.933 189.216 91.7172 9054.19 280.516 173.307 107.076
internal_count=4780 222 178 60 118 74 44 4558 125 86 59
is_linear=0
shrinkage=0.06


Tree=583
num_leaves=12
num_cat=0
split_feature=89 39 5 83 98 39 127 133 125 32 7
split_gain=0.0393556 0.145063 0.256623 0.244408 0.206223 0.35509 0.284934 0.180478 0.173678 0.233146 0.162141
threshold=0.0026833302108570938 0.0063990866765379914 0.00057154725072905432 0.010180860292166473 0.00066645268816500913 0.00093549740267917525 0.00039601318712811922 0.0079489401541650313 0.00042089859198313212 0.00068727668258361529 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 8 -4 -10 -3
right_child=1 10 7 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-4.977609330777527e-05 0.0010400506165879229 -0.0037234039138581143 -0.00073644900529803103 0.002021335409083583 -0.0067608443688632319 -0.00074153876676936331 -0.0043121524161798715 -0.00096668561015314167 0.0051397868546769285 0.0016621097973395201 -0.00019370712287733468
leaf_weight=8190.6640101671219 224.12751245498657 55.451748847961426 56.571362257003784 139.88121592998505 49.619571089744568 122.09963178634644 42.61683976650238 72.347830295562744 106.9745557308197 197.57219159603119 302.07340979576111
leaf_count=4196 87 30 29 54 33 50 26 37 37 82 119
internal_value=0 0.000297735 0.00066483 -0.000162414 -0.000859087 -0.00248086 0.000184947 0.00176857 0.00231656 0.00288367 -0.000741159
internal_weight=0 1369.34 1011.81 578.345 438.464 171.719 266.744 433.466 361.118 304.547 357.525
internal_count=4780 584 435 250 196 83 113 185 148 119 149
is_linear=0
shrinkage=0.06


Tree=584
num_leaves=12
num_cat=0
split_feature=81 19 115 14 95 125 54 56 100 77 7
split_gain=0.0386469 0.1726 0.25767 0.221719 0.209978 0.182413 0.179726 0.192317 0.171025 0.152958 0.143418
threshold=0.013860232196748258 0.0011615398107096555 0.04273676127195359 0.0015349716995842757 0.00099512818269431613 0.0031340263085439806 0.0014881226234138014 0.00050559637020342063 0.00044738779251929378 0.0030382014811038975 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 8 10 -6 -8 -3 -7 -5
right_child=1 2 -4 5 6 9 7 -9 -10 -11 -12
leaf_value=4.8862386797173989e-05 0.0013865703666624133 0.0006929189002517456 -0.005076724301966813 0.0023217044069963554 0.0011727674803644465 0.0013522955839444894 -0.00041142036675463763 -0.0050310280016105926 -0.0039929872879596665 -0.0012735896462973862 -0.00094944413808815097
leaf_weight=8212.6693471670151 188.38117361068726 35.145887017250061 43.970563888549805 200.6969211101532 136.75648641586304 112.62356293201447 106.37410390377045 46.678012132644653 138.68031227588654 274.50035583972931 63.523153424263
leaf_count=4141 88 15 27 77 59 43 53 29 86 137 25
internal_value=0 -0.000297841 -0.000571634 -0.00039397 -0.00139682 0.000319872 -0.000407922 -0.00182031 -0.00304554 -0.000509657 0.00153526
internal_weight=0 1347.33 1158.95 1114.98 463.635 651.344 289.809 153.052 173.826 387.124 264.22
internal_count=4780 639 551 524 242 282 141 82 101 180 102
is_linear=0
shrinkage=0.06


Tree=585
num_leaves=12
num_cat=0
split_feature=32 8 48 139 57 141 7 125 14 1 31
split_gain=0.0402361 0.151724 0.188066 0.190349 0.161558 0.203563 0.15903 0.200689 0.162795 0.216755 0.242065
threshold=0.00087947337306104611 0.0060143163427710542 0.00039601318712811922 0.0003614811430452392 0.00080172589514404546 0.0026833302108570938 0.0062037324532866487 0.0020292587578296666 0.00040826165059115743 0.00046126570669002836 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 -1 -6 7 8 -3 -10 -11
right_child=-2 2 -4 -5 5 -7 -8 -9 9 10 -12
leaf_value=7.3309512918237179e-05 0.00011962590756845361 -0.0022417758905301207 0.0028395795483164782 -0.0054524847979067672 -0.0049450741933270252 0.00083176505284829555 0.0013928381949697497 -0.0032843596055222067 -0.002610093177064743 0.0031800916780798912 -0.0016924955901619371
leaf_weight=3876.9402050971985 4916.4963104724884 139.56581497192383 43.919623732566833 36.082329869270325 51.858797907829285 38.087445974349976 87.839247465133667 142.27326321601868 63.574093580245972 107.6768878698349 55.685859560966492
leaf_count=2060 2320 83 16 23 31 19 32 85 36 43 32
internal_value=0 -0.000126659 -0.000957101 -0.00122065 1.49868e-05 -0.00249889 -0.000964719 -0.00137175 -0.000629287 0.000362392 0.00151916
internal_weight=0 4643.5 676.617 632.697 3966.89 89.9462 596.615 508.776 366.503 226.937 163.363
internal_count=4780 2460 350 334 2110 50 311 279 194 111 75
is_linear=0
shrinkage=0.06


Tree=586
num_leaves=12
num_cat=0
split_feature=67 99 36 25 88 11 69 72 56 109 40
split_gain=0.0382652 0.213236 0.376211 0.174481 0.230097 0.222747 0.135583 0.144235 0.156938 0.123811 0.298851
threshold=0.0020292587578296666 0.0014881226234138014 0.00060774214216507982 0.0051502294372767219 0.030689206905663017 0.0087224207818508166 0.00073092587990686308 0.0028552538715302949 0.00038414125447161501 0.0034400182776153092 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 -2 -9 10 -5
right_child=1 2 -4 9 -6 -7 -8 8 -10 -11 -12
leaf_value=-5.4915927458311843e-05 -7.0469733716049796e-05 0.0048326091870476455 0.00049524767300030391 0.00042095643464623171 0.001657567011725877 0.0012747290778905226 -0.005996812566004539 -0.0066722364779002626 -0.0013881540837549524 0.0013663210483124708 -0.0049677987169067317
leaf_weight=7905.4660917520523 56.337251543998718 78.597289323806763 856.62124836444855 179.60743689537048 60.815705180168152 45.74156928062439 52.092908620834351 40.377612948417664 40.560783505439758 197.10397017002106 46.678012132644653
leaf_count=4031 27 27 377 87 23 21 33 28 19 78 29
internal_value=0 0.000262392 0.000859767 -0.000514286 -0.00163203 -0.00248295 -0.00339061 -0.00240162 -0.00402422 0.000266958 -0.000690632
internal_weight=0 1654.53 935.219 719.315 295.926 235.11 189.369 137.276 80.9384 423.389 226.285
internal_count=4780 749 404 345 151 128 107 74 47 194 116
is_linear=0
shrinkage=0.06


Tree=587
num_leaves=12
num_cat=0
split_feature=145 145 107 69 17 29 133 40 108 146 148
split_gain=0.0395999 0.174344 0.172475 0.216058 0.225089 0.299772 0.280568 0.223118 0.300567 0.388288 0.291951
threshold=0.00093549740267917525 0.00080172589514404546 0.0035485138650983576 0.010829726699739696 0.0070226341485977182 0.0041444667149335155 0.0087224207818508166 0.00060774214216507982 0.0044099434744566688 0.0056525857653468856 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 -1 -9 10 -10
right_child=-2 -3 -4 -5 6 -7 -8 8 9 -11 -12
leaf_value=-0.0017797713873387232 -8.1228975034937069e-05 0.0013284629425485033 0.0011038121990827995 -0.0020756676709390112 -2.2729408494650427e-05 -0.0017555735012438638 0.00333623168025214 -8.7879697046191454e-05 0.0075834374283618366 -0.00030746364168868158 0.0018190074729186076
leaf_weight=179.94342792034149 6627.5212404727936 411.62318336963654 421.77123427391052 205.09408450126648 229.35923838615417 402.16770458221436 146.83300709724426 705.02473676204681 61.93531858921051 104.08393692970276 64.642766833305359
leaf_count=111 3372 178 233 104 100 224 50 318 22 44 24
internal_value=0 0.000183581 -3.36371e-06 -0.00022583 -2.55168e-05 -0.000351156 0.00128832 0.000155115 0.000527216 0.00240727 0.00463957
internal_weight=0 2932.48 2520.86 2099.08 1893.99 1517.8 376.192 1115.63 935.687 230.662 126.578
internal_count=4780 1408 1230 997 893 743 150 519 408 90 46
is_linear=0
shrinkage=0.06


Tree=588
num_leaves=12
num_cat=0
split_feature=131 150 113 1 81 19 135 3 36 95 100
split_gain=0.0380412 0.199227 0.0818937 0.0724875 0.0500239 0.155888 0.126071 0.360649 0.154883 0.140771 0.161849
threshold=0.13848232477903369 0.0028552538715302949 0.00068727668258361529 0.00070876078098081063 0.020658296532928947 0.0011615398107096555 0.00017767510871635753 0.0020932231564074759 0.0012357163941487672 0.0021592099219560628 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -6 -7 8 9 10 -8
right_child=1 -3 -4 -5 5 6 7 -9 -10 -11 -12
leaf_value=5.7826425624746112e-05 0.00074703055655689441 -0.0040143477279250151 0.002533558925249348 -0.0025526045292339162 0.0020030188654264333 0.0002958902561828102 -0.0054457513825517711 -0.0068997981093103537 0.00072445551680389909 -0.00040677903047379538 -0.00071823406720040572
leaf_weight=8625.98224568367 58.108256936073303 51.858797907829285 42.565899610519409 40.794894218444824 82.475291132926941 250.31649219989777 60.215253353118896 39.023888826370239 141.46905076503754 121.21412909030914 45.975679993629456
leaf_count=4344 21 31 15 21 39 110 39 27 57 53 23
internal_value=0 -0.000833096 0.000333067 -0.00061398 1.71951e-05 -0.000455993 -0.000764111 -0.00141461 -0.000834317 -0.00180403 -0.00339896
internal_weight=0 193.328 141.469 98.9032 9366.67 740.69 658.214 407.898 368.874 227.405 106.191
internal_count=4780 88 57 42 4692 348 309 199 172 115 62
is_linear=0
shrinkage=0.06


Tree=589
num_leaves=12
num_cat=0
split_feature=80 11 11 133 70 52 135 106 4 89 147
split_gain=0.0397688 0.173263 0.217018 0.219605 0.21687 0.277652 0.216062 0.322604 0.210163 0.259354 0.244959
threshold=0.0046923852059990176 0.004017772153019906 0.0054799309000372895 0.0062037324532866487 0.00073092587990686308 0.0022975050378590827 0.00039601318712811922 0.020035739988088611 0.0021592099219560628 0.00017767510871635753 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 8 -6 -2 -8 9 -4 -10
right_child=1 2 4 -5 5 -7 7 -9 10 -11 -12
leaf_value=-7.5732024871332966e-05 0.0018488964929223792 -0.00040746373693285296 -0.00081842503340963618 -0.004449717850115993 -0.0025210266570212122 0.00095928572023585364 -0.00057920917306843894 0.0041455730128102134 -0.0013370400136046934 -0.0050648248740635064 0.0019646970074476363
leaf_weight=6912.6270385980606 428.20386385917664 122.8529040813446 156.64506697654724 79.818783044815063 91.065857291221619 879.50232803821564 425.1300745010376 59.278810501098633 181.76537346839905 77.345445513725281 145.76433384418488
leaf_count=3420 214 67 81 48 49 414 230 31 116 48 62
internal_value=0 0.000197746 -0.000154317 -0.00199944 8.9764e-05 0.000632737 0.000866972 -1.02104e-06 -0.000848746 -0.00222207 0.00013237
internal_weight=0 2647.37 1734.76 202.672 1532.09 970.568 912.613 484.409 561.52 233.991 327.53
internal_count=4780 1360 885 115 770 463 475 261 307 129 178
is_linear=0
shrinkage=0.06


Tree=590
num_leaves=12
num_cat=0
split_feature=68 68 140 131 115 75 87 108 54 104 145
split_gain=0.0410176 0.32519 0.193755 0.266304 0.288369 0.304729 0.20546 0.168447 0.203692 0.231375 0.302405
threshold=0.0014881226234138014 0.0017376682371832433 0.0019672545604407792 0.0095705352723598498 0.0054799309000372895 0.0027679565828293566 0.00062670491752214741 0.0038949446752667431 0.00046126570669002836 0.0033348383149132137 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 4 5 -4 -2 -1 -9 10 -10
right_child=1 -3 3 -5 -6 -7 -8 8 9 -11 -12
leaf_value=-0.00013692295088406524 -0.0025948478638782883 1.4616420815594367e-05 -0.0036490503930961533 0.00059441662469289708 -0.0003335285921749937 -0.010251626336863152 0.0023867261027624106 -6.5141057632404537e-05 0.0045104782349669366 0.0041278975200374195 0.0002242565636482082
leaf_weight=1944.2307500839233 56.337251543998718 6293.4570232629776 74.872107982635498 56.103140830993652 48.449017524719238 37.904275417327881 63.289042711257935 476.65288138389587 72.296890139579773 107.86005842685699 328.54744040966034
leaf_count=963 27 3191 48 25 23 28 23 237 26 34 155
internal_value=0 -8.26115e-05 -0.00189858 -0.00296603 -0.00420499 -0.00586818 4.06851e-05 0.000186971 0.000826054 0.0016611 0.000997326
internal_weight=0 6630.41 336.955 217.329 161.225 112.776 119.626 2929.59 985.357 508.704 400.844
internal_count=4780 3365 174 124 99 76 50 1415 452 215 181
is_linear=0
shrinkage=0.06


Tree=591
num_leaves=12
num_cat=0
split_feature=10 38 17 89 148 118 113 8 12 92 67
split_gain=0.0397891 0.129877 0.185434 0.223884 0.231803 0.170262 0.286493 0.279089 0.259417 0.211479 0.172048
threshold=0.0011615398107096555 0.00044738779251929378 0.0038949446752667431 0.013032016810029747 0.017188700847327713 0.0014427106943912806 0.0019071503775194289 0.00747153488919139 0.00017767510871635753 0.0092791137285530585 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 -1 9 -8 10 -7
right_child=-2 2 -4 -5 -6 7 8 -9 -10 -11 -12
leaf_value=-0.00027077274428754741 -6.4487411811049746e-05 -0.00087686276916748237 0.0013405775501796979 0.0025521311213146172 -0.0050540856229213905 0.006439384960930032 0.00012484112487726011 -0.0013325594364710913 0.0041884978694906941 -0.00028560514640445239 0.0023404537494239371
leaf_weight=825.08890235424042 7483.0738155841827 472.27630805969238 171.66826272010803 60.581594467163086 53.212522029876709 68.2357177734375 114.07916736602783 69.40627133846283 112.15534150600433 50.036852359771729 80.185124158859253
leaf_count=414 3761 263 72 21 32 23 66 33 39 26 30
internal_value=0 0.000232345 -0.000393692 -0.000901683 -0.00129986 0.00059194 0.000247871 0.00194235 0.00213939 0.00308769 0.00422492
internal_weight=0 2076.93 757.739 586.07 525.489 1319.19 1051.32 267.864 226.235 198.458 148.421
internal_count=4780 1019 388 316 295 631 519 112 105 79 53
is_linear=0
shrinkage=0.06


Tree=592
num_leaves=12
num_cat=0
split_feature=135 17 51 141 34 35 67 12 34 99 36
split_gain=0.0389067 0.176535 0.204556 0.153974 0.147223 0.113501 0.0466641 0.139328 0.174577 0.136236 0.23072
threshold=0.035692447796463973 0.011169348377734424 0.0013560238294303419 0.00085274505545385193 0.00899649551138282 0.00087947337306104611 0.0020292587578296666 0.00075379351619631063 0.0053125319536775359 0.0014881226234138014 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 -4 -5 -2 -1 8 -8 -9 -11
right_child=1 -3 3 4 -6 -7 7 9 -10 10 -12
leaf_value=-8.6258670791626983e-05 0.00058036073741372072 -0.0023332538840552218 0.0045976312338069682 0.0028516771555711592 -0.0012972383914538323 -0.0037435139241751695 -0.00044168576471672011 -0.00052522640979839059 0.004144471739056025 0.0041035973934967357 0.00033583085943132847
leaf_weight=7576.9695914983749 56.571362257003784 60.164313197135925 69.82355260848999 72.296890139579773 53.62980329990387 35.614108443260193 51.624687194824219 674.45918369293213 70.943166017532349 63.289042711257935 774.61417865753174
leaf_count=3887 29 28 26 26 25 19 29 321 25 23 342
internal_value=0 0.000622669 0.00124031 0.00233777 0.00108473 -0.00109009 -2.35295e-05 0.000267185 0.00221282 0.000109503 0.00062042
internal_weight=0 348.1 287.936 195.75 125.927 92.1855 9211.9 1634.93 122.568 1512.36 837.903
internal_count=4780 153 125 77 51 48 4627 740 54 686 365
is_linear=0
shrinkage=0.06


Tree=593
num_leaves=12
num_cat=0
split_feature=31 7 124 129 104 40 113 46 89 40 132
split_gain=0.0385872 0.172706 0.315312 0.259382 0.259104 0.204253 0.194467 0.28828 0.179931 0.180063 0.271695
threshold=0.00039601318712811922 0.0044099434744566688 0.0015349716995842757 0.0015833032084628942 0.0015833032084628942 0.0041444667149335155 0.00017767510871635753 0.0045489775948226461 0.0041444667149335155 0.0066005610860884198 0.0013560238294303419
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 -3 -6 -4 -8 9 -5 -11
right_child=-2 2 3 8 5 -7 7 -9 -10 10 -12
leaf_value=2.7188732872617547e-05 0.00012789025734314679 0.00025407792208510349 0.0034223366395451905 -0.0039288470668849473 -0.0029890293787879036 -0.0095101575664546453 -0.0032417938774186739 0.0028227367111714721 0.00052214054945516229 -0.0037344298162793927 0.001397942014945783
leaf_weight=4358.7944623231888 4497.5344047546387 33.792162895202637 87.605136752128601 121.73329067230225 35.614108443260193 33.608992338180542 59.044699788093567 54.04708456993103 127.046306848526 65.579209685325623 85.60002064704895
leaf_count=2352 2111 14 30 68 19 23 29 18 50 32 34
internal_value=0 -0.000113619 -0.000985831 -0.000459845 -0.00405273 -0.00615515 0.00130029 -0.000343527 -0.00134307 -0.00221136 -0.000828401
internal_weight=0 5062.47 703.671 600.656 103.015 69.2231 200.697 113.092 399.959 272.913 151.179
internal_count=4780 2669 317 261 56 42 77 47 184 134 66
is_linear=0
shrinkage=0.06


Tree=594
num_leaves=12
num_cat=0
split_feature=87 101 145 143 59 138 101 40 106 89 105
split_gain=0.0384686 0.153538 0.260914 0.191512 0.143946 0.102624 0.0795751 0.0763872 0.0618414 0.193748 0.223567
threshold=0.016164712607860569 0.0026012937305495147 0.0062037324532866487 0.014740333426743748 0.0016846025246195497 0.00073092587990686308 0.00040826165059115743 0.0014427106943912806 0.016668972559273246 0.00068727668258361529 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 -3 -6 -4 -1 -10 -11
right_child=1 5 7 -5 6 -7 -8 -9 9 10 -12
leaf_value=-9.1754192309366825e-05 0.0017061627910127492 0.00027659872598803832 -0.0014690192802799811 0.0031581267847573323 -0.00050120834479707907 0.0034206264589951101 -0.0045376405160526111 -0.0050123709413672432 -2.0979536801320132e-06 -0.00055391347272066443 0.0031433920535740684
leaf_weight=7768.1286735534668 56.571362257003784 64.927817702293396 52.327019333839417 82.658461689949036 38.321556687355042 88.073358178138733 32.489378929138184 37.670164704322815 1081.7469738721848 91.299968004226685 165.7851448059082
leaf_count=3798 29 37 35 30 21 34 24 26 631 51 64
internal_value=0 0.000539628 -0.000249144 0.000909031 -0.000550408 0.00208642 -0.0023532 -0.00295216 -2.68446e-05 0.000349772 0.00183035
internal_weight=0 453.039 300.038 210.041 127.382 153.001 70.8109 89.9972 9106.96 1338.83 257.085
internal_count=4780 236 165 104 74 71 45 61 4544 746 115
is_linear=0
shrinkage=0.06


Tree=595
num_leaves=12
num_cat=0
split_feature=114 36 71 125 36 125 108 108 10 19 145
split_gain=0.0394664 0.108083 0.17649 0.217376 0.146546 0.15521 0.138847 0.27854 0.137605 0.0988647 0.153201
threshold=0.017188700847327713 0.0095705352723598498 0.0068083447404205808 0.012252715881913902 0.0026833302108570938 0.0041444667149335155 0.00093549740267917525 0.0030382014811038975 0.0026833302108570938 0.0026012937305495147 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 9 -6 -8 -4 10 -2
right_child=1 -3 8 -5 6 -7 7 -9 -10 -11 -12
leaf_value=-4.0907486316283223e-05 -0.001030776478026922 0.0016728030916783843 -0.00081143718085951685 -0.0039919791561965094 0.00058783424835744775 0.003040667338971007 -0.0060080366283858221 3.5407265983741625e-05 0.00241513129446369 -0.0023197026127043576 0.0024265986331610491
leaf_weight=8592.4957237243652 98.903151154518127 183.80083966255188 67.584325790405273 58.159197092056274 71.41138744354248 75.421619653701782 51.858797907829285 58.342367649078369 160.78752958774567 54.749416708946228 86.485523343086243
leaf_count=4396 42 70 28 32 29 21 31 23 53 24 31
internal_value=0 0.000363303 5.61881e-05 -0.000521216 -0.000115206 0.000666271 -0.00147306 -0.00280853 0.00146026 -7.94699e-05 0.000582121
internal_weight=0 967.504 783.703 555.331 497.172 315.56 181.613 110.201 228.372 240.138 185.389
internal_count=4780 384 314 233 201 118 83 54 81 97 73
is_linear=0
shrinkage=0.06


Tree=596
num_leaves=12
num_cat=0
split_feature=95 138 122 25 14 37 104 124 78 58 144
split_gain=0.0418391 0.126609 0.180735 0.163666 0.248284 0.192363 0.220294 0.148132 0.226991 0.157834 0.137553
threshold=0.0012745757703669371 0.0054799309000372895 0.0012357163941487672 0.00062670491752214741 0.0022272822679951791 0.0016331639490090313 0.0025217677466571335 0.02129978779703379 0.0092791137285530585 0.00096484774257987748 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 5 6 -5 8 -6 -9 -1
right_child=-2 2 -4 4 7 -7 -8 9 -10 -11 -12
leaf_value=5.2491328184594649e-05 -0.00012811381615535064 0.0025657642683897834 0.0022685662458876783 0.0010770453388255199 -0.0040888398294612336 -0.0048574658505310909 -0.0032614632100921013 0.0036601361518367507 0.00098167490184387484 9.7300777958604146e-05 -0.0017158576773674418
leaf_weight=3830.8929948806763 4682.252167224884 96.378873467445374 218.89578652381897 103.1474940776825 43.970563888549805 51.858797907829285 71.228216886520386 101.32554852962494 114.67961919307709 80.185124158859253 165.18469297885895
leaf_count=1973 2379 31 74 36 27 31 38 31 50 30 80
internal_value=0 0.000122979 0.000773766 0.000280075 -0.000108862 -0.00164924 -0.000695129 0.000915616 -0.00042364 0.0020862 -2.06064e-05
internal_weight=0 4877.75 881.67 662.774 566.395 226.235 174.376 340.161 158.65 181.511 3996.08
internal_count=4780 2401 348 274 243 105 74 138 77 61 2053
is_linear=0
shrinkage=0.06


Tree=597
num_leaves=12
num_cat=0
split_feature=95 79 87 147 4 109 8 87 91 29 35
split_gain=0.0369691 0.120021 0.224227 0.189453 0.159035 0.163068 0.125627 0.176063 0.305155 0.320647 0.231781
threshold=0.0012745757703669371 0.00017767510871635753 0.0013146653072908523 0.0015833032084628942 0.00017767510871635753 0.00099512818269431613 0.00017767510871635753 0.00038414125447161501 0.0020292587578296666 0.0060143163427710542 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 -3 8 10 -10 -8
right_child=1 6 3 -5 5 -7 7 -9 9 -11 -12
leaf_value=0.00011560038512312814 -0.0015805514029804571 -0.0027661629822634992 0.001040254829508051 0.0053883460368390132 0.0035611494104144411 6.9349473989524675e-05 0.0019706921041361155 -0.00047211700903553185 0.0021045529895715219 -0.00074932891803201418 -0.0010629105161696045
leaf_weight=4877.7477124929428 152.68577492237091 69.457211494445801 98.302699327468872 56.988643527030945 61.283926606178284 224.61632394790649 108.84744143486023 2686.7630710601807 479.10562884807587 201.26702284812927 542.93442320823669
leaf_count=2401 100 44 58 22 27 144 53 1369 184 103 275
internal_value=0 -0.000120427 0.000676613 0.00263591 -1.7122e-05 0.000817832 -0.000236205 -0.000192481 0.000371505 0.00126032 -0.000556299
internal_weight=0 4682.25 593.877 155.291 438.586 285.9 4088.37 4018.92 1332.15 680.373 651.782
internal_count=4780 2379 351 80 271 171 2028 1984 615 287 328
is_linear=0
shrinkage=0.06


Tree=598
num_leaves=12
num_cat=0
split_feature=80 80 1 49 144 73 77 115 75 149 59
split_gain=0.0377364 0.13517 0.227156 0.177148 0.269047 0.310731 0.240919 0.2453 0.239808 0.228647 0.207218
threshold=0.0046923852059990176 0.0022272822679951791 0.016164712607860569 0.0032328735105693345 0.00060774214216507982 0.013032016810029747 0.0015349716995842757 0.0038949446752667431 0.0095705352723598498 0.00042089859198313212 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6 -7 -8 -11
right_child=-2 2 -4 -5 5 8 9 -9 -10 10 -12
leaf_value=7.8744610609179474e-05 0.00019262679093839876 6.2047326894910349e-05 0.0018144975413280048 0.0017181196291162618 -0.0022033735658451101 0.0019372512642109811 -0.00087486394523323731 0.0015915465772789277 -0.0027744171028221778 -0.0050784563245100979 -0.0017447461599052231
leaf_weight=5195.7504107952118 2647.3728411197662 611.55707216262817 136.33920514583588 99.086321711540222 158.4670125246048 134.23220872879028 122.38468265533447 100.02276456356049 54.749416708946228 198.66145491600037 101.37648868560791
leaf_count=2561 1360 333 66 33 86 48 63 41 24 123 42
internal_value=0 -7.37715e-05 -0.000535328 -0.000738027 -0.000902306 -0.00158027 -0.00217768 -0.000734927 0.000572245 -0.00306054 -0.00395207
internal_weight=0 6912.63 1716.88 1580.54 1481.45 869.894 680.912 258.49 188.982 422.423 300.038
internal_count=4780 3420 859 793 760 427 355 127 72 228 165
is_linear=0
shrinkage=0.06


Tree=599
num_leaves=12
num_cat=0
split_feature=75 25 72 80 19 86 107 91 1 77 0
split_gain=0.0405929 0.175195 0.221187 0.26712 0.218039 0.216099 0.207909 0.202323 0.233284 0.222563 0.194304
threshold=0.0054799309000372895 0.0017376682371832433 0.0072436286136507997 0.0016846025246195497 0.034632634371519096 0.00096484774257987748 0.0005893622583243997 0.0042751494329422721 0.0027679565828293566 0.0011261500185355546 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 6 -3 -2 -4 8 9 -5 -8
right_child=1 4 3 7 -6 -7 10 -9 -10 -11 -12
leaf_value=-8.3769885097205126e-05 0.00092252539123504089 1.7259955787760283e-05 -0.0011920919887639574 0.001401722559074585 -0.0026011275761878149 0.0043429985004729355 0.0031239447511760927 0.001232921376933802 -0.0054418536846568702 -0.0037944774747971843 0.00032727713679949242
leaf_weight=6552.1104508638382 169.42903590202332 1879.5468031167984 106.32316374778748 68.2357177734375 121.91646122932434 109.44789326190948 192.99185764789581 81.070626854896545 59.747031927108765 52.510189890861511 166.6706475019455
leaf_count=3499 74 833 42 23 59 37 64 27 35 26 61
internal_value=0 0.000182477 0.000828227 0.000277527 -0.000142236 0.00226492 0.00113887 -0.00125699 -0.00237536 -0.00085801 0.00182795
internal_weight=0 3007.89 1006.43 727.549 2001.46 278.877 465.986 261.564 180.493 120.746 359.663
internal_count=4780 1281 389 278 892 111 167 111 84 49 125
is_linear=0
shrinkage=0.06


Tree=600
num_leaves=12
num_cat=0
split_feature=58 58 52 66 105 31 47 79 28 45 11
split_gain=0.0407242 0.13771 0.185705 0.281019 0.196241 0.299931 0.360282 0.31704 0.270842 0.266192 0.190307
threshold=0.0013560238294303419 0.0031340263085439806 0.00017767510871635753 0.00050559637020342063 0.0032328735105693345 0.00017767510871635753 0.0027679565828293566 0.0033348383149132137 0.0020292587578296666 0.011880517937242987 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 -6 8 -8 -7 -4 -11
right_child=1 -3 3 -5 5 6 7 -9 -10 10 -12
leaf_value=-0.00017980673860312527 -0.0017493640365550251 -0.00010893368214754943 0.0019252179713048279 -0.00070061715575149141 -0.0017685839281742972 -0.0050169359263895841 0.00020094844716107648 0.004868345010526247 0.00054432408522523811 -0.0030473317876723504 0.0011305268882007518
leaf_weight=3075.7186954021454 126.67996573448181 4341.9796711206436 844.85501253604889 450.98306322097778 199.26190674304962 44.856066584587097 96.663924336433411 114.39456832408905 106.08905303478241 71.513267755508423 87.004684925079346
leaf_count=1459 68 2314 361 229 107 24 44 37 40 51 46
internal_value=0 8.52886e-05 0.000478935 0.000618981 0.000999335 0.000100901 0.00112994 0.0027307 -0.0011083 0.0015019 -0.000754259
internal_weight=0 6484.28 2142.3 2015.62 1564.64 561.266 362.004 211.058 150.945 1003.37 158.518
internal_count=4780 3321 1007 939 710 252 145 81 64 458 97
is_linear=0
shrinkage=0.06


Tree=601
num_leaves=12
num_cat=0
split_feature=47 78 49 35 72 80 36 7 72 18 91
split_gain=0.0368762 0.207673 0.180962 0.221307 0.222375 0.150083 0.164183 0.147167 0.207923 0.1151 0.108608
threshold=0.016164712607860569 0.010500331409275534 0.00070876078098081063 0.0019672545604407792 0.024066280573606495 0.0054799309000372895 0.00047558375808876013 0.0022975050378590827 0.0072436286136507997 0.00047558375808876013 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 6 -3 8 10 -8 -2
right_child=1 5 -4 4 -6 -7 9 -9 -10 -11 -12
leaf_value=-5.283156643707755e-05 0.00052512490008725199 0.00075393133789546226 -0.0030251144202808511 -0.00061557789671292447 -0.005817148098879339 -0.0007026022158449633 0.0055593712906050839 0.0033315221445557835 0.0041461590556601119 0.0017785719037249623 -0.0014097440007025438
leaf_weight=7960.0312678813934 560.23802590370178 108.61333072185516 70.342714190483093 389.43467581272125 32.021157503128052 71.930549025535583 69.355331182479858 69.172160625457764 50.688244342803955 49.802741646766663 128.36968088150024
leaf_count=3821 370 51 41 242 20 44 22 31 21 24 93
internal_value=0 0.000262843 -6.53384e-05 0.000103939 -0.00101078 0.00168667 0.00244121 0.000685045 0.000437427 0.00397917 0.000164428
internal_weight=0 1599.97 1300.27 1229.92 421.456 299.702 227.771 808.468 739.296 119.158 688.608
internal_count=4780 959 818 777 262 141 97 515 484 46 463
is_linear=0
shrinkage=0.06


Tree=602
num_leaves=12
num_cat=0
split_feature=32 101 38 54 22 60 14 133 28 71 20
split_gain=0.0372496 0.140799 0.214378 0.236673 0.345623 0.192724 0.223063 0.26858 0.268905 0.223187 0.194022
threshold=0.00087947337306104611 0.0014881226234138014 0.00070876078098081063 0.004017772153019906 0.00057154725072905432 0.00055427959887310873 0.0011980500421486797 0.013860232196748258 0.0013986918493174019 0.0033348383149132137 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 9 8 -8 -3 -11
right_child=1 5 3 4 -6 -7 7 -9 -10 10 -12
leaf_value=-0.0001218675239027086 0.00080424803881097768 0.0063228960449258674 -0.00088910303970055982 -0.00035651555796085835 0.0040207343489513814 -0.00049381377756527818 -0.0023232634465707048 -0.0036717895768204529 0.0032217849176717612 -0.00033582167643921528 0.0048658244036948461
leaf_weight=4643.5035692453384 1737.7927014827728 43.919623732566833 708.40416705608368 188.43211376667023 99.086321711540222 1825.10302734375 50.270963072776794 60.215253353118896 84.246296525001526 81.172507166862488 37.85333526134491
leaf_count=2460 763 16 368 99 33 875 28 39 33 49 17
internal_value=0 0.000115101 0.000402014 -0.000299846 0.001152 -0.00024423 0.00102931 -0.000341325 0.00114952 0.00266732 0.00131844
internal_weight=0 4916.5 2733.72 995.923 287.518 2182.78 357.678 194.733 134.517 162.945 119.026
internal_count=4780 2320 1263 500 132 1057 182 100 61 82 66
is_linear=0
shrinkage=0.06


Tree=603
num_leaves=12
num_cat=0
split_feature=38 7 27 35 93 49 60 68 24 36 142
split_gain=0.0405031 0.127825 0.166428 0.157211 0.127764 0.122369 0.117783 0.139379 0.134582 0.114386 0.134846
threshold=0.0026012937305495147 0.00040826165059115743 0.00077738583786413084 0.020035739988088611 0.0033348383149132137 0.0049928687512874612 0.0033348383149132137 0.0031340263085439806 0.0035485138650983576 0.00096484774257987748 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 -3 4 5 6 8 -8 -4 10 -2
right_child=1 2 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-3.8942504130136298e-05 -6.8757239521301548e-05 -0.0033662921450225841 -0.0012895568961104385 -0.0031294141578012218 0.0021007627513005807 0.0024201781324454637 -0.00036326111155679167 -0.0050975411305983096 0.0019172040635468198 0.00011803289088486802 0.0036727301355031655
leaf_weight=8695.4188671112061 50.739184498786926 52.092908620834351 98.719980597496033 46.678012132644653 132.4612033367157 57.640035510063171 52.510189890861511 39.023888826370239 90.129414439201355 135.03642117977142 109.54977357387543
leaf_count=4335 32 33 51 29 54 17 26 27 41 76 59
internal_value=0 0.00039166 -0.000133816 0.000191786 0.000521291 -9.76565e-05 -0.000615262 -0.00238164 0.000240887 0.00140454 0.00248837
internal_weight=0 864.581 569.256 517.163 470.485 338.024 280.383 91.5341 188.849 295.325 160.289
internal_count=4780 445 278 245 216 162 145 53 92 167 91
is_linear=0
shrinkage=0.06


Tree=604
num_leaves=12
num_cat=0
split_feature=18 20 44 46 47 19 15 93 35 100 20
split_gain=0.0399332 0.24316 0.265555 0.156266 0.146155 0.179715 0.208121 0.302052 0.264801 0.167037 0.205418
threshold=0.0015833032084628942 0.0042751494329422721 0.0044099434744566688 0.023343417793512348 0.011519505176693203 0.0011615398107096555 0.012636432424187662 0.0033348383149132137 0.002945306478068233 0.00085274505545385193 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 -2 -7 8 -8 -6 -11
right_child=1 2 3 -5 9 6 7 -9 -10 10 -12
leaf_value=-7.2783038768582675e-05 -0.0013660521254073505 -0.0033806284590254402 0.00068597978687824353 -0.0029351864116884548 0.0023195993764367124 0.00056010690838271182 -0.0019229052141321555 0.0048597238824888483 0.0038347721513984825 -0.0033804139314800078 0.0005273782497319543
leaf_weight=7069.5679864883423 147.40310883522034 130.14068627357483 207.28237116336823 54.098024725914001 46.392961263656616 1483.9136084318161 69.874492764472961 105.38672089576721 48.866298794746399 111.42265927791595 85.650960803031921
leaf_count=3662 76 87 91 29 16 612 37 34 16 75 45
internal_value=0 0.000206609 -0.0011661 -6.34947e-05 0.000462668 0.000644034 0.000817504 0.00252169 0.000446595 -0.000919515 -0.00168203
internal_weight=0 2490.43 391.521 261.38 2098.91 1855.44 1708.04 224.128 118.741 243.467 197.074
internal_count=4780 1118 207 120 911 775 699 87 53 136 120
is_linear=0
shrinkage=0.06


Tree=605
num_leaves=12
num_cat=0
split_feature=70 5 96 68 136 39 122 108 79 61 53
split_gain=0.0411146 0.137363 0.110872 0.129 0.120033 0.1094 0.0860737 0.085107 0.0928418 0.0798542 0.0490215
threshold=0.023343417793512348 0.0053125319536775359 0.0020932231564074759 0.004017772153019906 0.00090704852482303988 0.00244467705488205 0.000490355829242617 0.0034400182776153092 0.0038949446752667431 0.0016846025246195497 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 7 -3 -6 -4 -9 -2 -5
right_child=1 5 3 10 6 -7 -8 8 -10 -11 -12
leaf_value=-3.205050237240822e-05 0.0031253511640980127 1.933423016754923e-05 0.00036083583383572567 0.00084911190586841971 -0.00056349306705265833 -0.0043320936489722496 0.0027813602992527802 -0.00076940867551026368 -0.0047366808273198524 0.00030681723097478376 0.0034573690200096672
leaf_weight=8965.1763085126877 105.85494232177734 51.858797907829285 45.273347854614258 58.108256936073303 61.752148032188416 34.7286057472229 50.220022916793823 40.326672792434692 44.856066584587097 54.983527421951294 46.861182689666748
leaf_count=4516 38 31 17 21 31 22 17 17 24 26 20
internal_value=0 0.000483065 0.00085941 0.00025642 -0.000504385 -0.00172594 0.000936689 -0.00174128 -0.00285852 0.00216182 0.00201351
internal_weight=0 594.824 508.236 347.398 242.428 86.5874 111.972 130.456 85.1827 160.838 104.969
internal_count=4780 264 211 147 106 53 48 58 41 64 41
is_linear=0
shrinkage=0.06


Tree=606
num_leaves=12
num_cat=0
split_feature=141 29 58 32 129 144 85 0 127 51 94
split_gain=0.0371759 0.111612 0.127284 0.123563 0.12436 0.103601 0.101252 0.0862143 0.136298 0.127164 0.131012
threshold=0.016668972559273246 0.04673989117145539 0.0013560238294303419 0.00077738583786413084 0.0015833032084628942 0.0020292587578296666 0.0045489775948226461 0.0030382014811038975 0.013032016810029747 0.0015833032084628942 0.012252715881913902
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -4 9 -9 -11
right_child=1 -3 5 -5 -6 6 -8 8 -10 10 -12
leaf_value=-3.8993191573858357e-05 -0.00061718532615976859 0.0033762989677528108 -0.00098115529197621582 -5.1384905356770891e-05 -0.0055253584913546516 0.00091280176745446627 0.004363440438255037 0.0016291948703935513 0.0020447990248304649 -0.0033880013973129845 0.00038175734372325985
leaf_weight=8623.4070278406143 38.321556687355042 42.148618340492249 144.09520876407623 164.71647155284882 36.082329869270325 86.068242073059082 47.512574672698975 80.419234871864319 164.01413941383362 62.688590884208679 70.525884747505188
leaf_count=4322 21 22 90 76 23 38 15 32 70 39 32
internal_value=0 0.000359018 0.000216836 -0.000968062 -0.00299741 0.000649192 0.00214014 0.000267468 0.000743892 -0.00025486 -0.00139223
internal_weight=0 936.593 894.444 239.12 74.4039 655.324 133.581 521.743 377.648 213.634 133.214
internal_count=4780 458 436 120 44 316 53 263 173 103 71
is_linear=0
shrinkage=0.06


Tree=607
num_leaves=12
num_cat=0
split_feature=53 7 60 109 59 127 67 50 129 144 21
split_gain=0.0368235 0.07544 0.0734396 0.057326 0.220265 0.194951 0.180371 0.230255 0.231838 0.286586 0.327473
threshold=0.12945349514484408 0.00047558375808876013 0.00096484774257987748 0.013032016810029747 0.013032016810029747 0.00017767510871635753 0.00066645268816500913 0.00047558375808876013 0.00040826165059115743 0.0013146653072908523 0.0012745757703669371
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 -10
right_child=1 -3 -4 4 5 -7 -8 8 9 -11 -12
leaf_value=-6.846387392069537e-05 -0.00091675492646186153 -0.0032417647779434474 0.0025332144951106575 0.0026814510278172013 0.0023573055746321878 0.00015806338043532539 -0.00085325703535205446 -0.0010463499765050574 -0.0018083398870044828 -0.0011957170088011523 0.0026692404574430828
leaf_weight=7086.03595662117 108.06381905078888 37.670164704322815 27.959985136985779 140.11532664299011 298.01223742961884 282.80587112903595 649.95991909503937 388.31506240367889 73.050162434577942 166.53841710090637 301.47295796871185
leaf_count=3528 78 26 17 56 116 134 323 243 43 81 135
internal_value=0 -0.000865644 -0.000207606 1.60188e-05 0.00027627 0.00128647 -6.49698e-05 0.000414094 7.22614e-05 0.000875079 0.0017959
internal_weight=0 173.694 136.024 9386.31 2300.27 580.818 1719.45 1069.49 929.377 541.062 374.523
internal_count=4780 121 95 4659 1131 250 881 558 502 259 178
is_linear=0
shrinkage=0.06


Tree=608
num_leaves=12
num_cat=0
split_feature=70 108 79 99 144 44 40 30 84 77 79
split_gain=0.0380959 0.146605 0.12994 0.146916 0.104423 0.19867 0.172025 0.139823 0.0990865 0.0909119 0.060724
threshold=0.023343417793512348 0.0060143163427710542 0.0016846025246195497 0.0016846025246195497 0.0013146653072908523 0.011519505176693203 0.0031340263085439806 0.00038414125447161501 0.0012357163941487672 0.001792412775103003 0.020035739988088611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 -4 6 -6 7 -3 -8 -5 -1
right_child=1 4 3 9 5 -7 8 -9 -10 -11 -12
leaf_value=-7.5600573133775405e-05 0.0040948949175495979 -0.0012642142900777763 -0.0012844005222867735 0.0039583841484415625 -0.001682798592656308 0.003047311792908053 -0.0048852106951827916 0.0028405594437039125 -0.00086640391870102711 0.00060666179537358913 0.00051405197310524305
leaf_weight=8284.8036568164825 56.988643527030945 79.167391061782837 72.999222278594971 53.812973856925964 56.103140830993652 74.302006244659424 50.973295211791992 47.980796098709106 38.972948670387268 63.523153424263 680.37265169620514
leaf_count=4229 22 53 32 16 25 22 34 19 16 25 287
internal_value=0 0.000464993 0.00158154 0.000829007 -0.000329677 0.00101232 -0.00113579 0.000284768 -0.0031439 0.00214384 -3.08515e-05
internal_weight=0 594.824 247.324 190.335 347.5 130.405 217.094 127.148 89.9462 117.336 8965.18
internal_count=4780 264 95 73 169 47 122 72 50 41 4516
is_linear=0
shrinkage=0.06


Tree=609
num_leaves=12
num_cat=0
split_feature=145 131 92 56 0 92 72 78 5 87 96
split_gain=0.0390592 0.155729 0.171328 0.158144 0.188279 0.192152 0.149111 0.193094 0.134688 0.235188 0.134626
threshold=0.00093549740267917525 0.0045489775948226461 0.055838862434029586 0.00066645268816500913 0.0023699469165876512 0.0017376682371832433 0.00017767510871635753 0.023343417793512348 0.00038414125447161501 0.00090704852482303988 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 10 7 -2 -6 -10 -3
right_child=6 2 -4 -5 8 -7 -8 -9 9 -11 -12
leaf_value=-8.0692964530564975e-05 0.00050730846887687812 0.002502567781467074 0.003468478968835796 -0.00068509226268045995 0.0012590722299198574 0.0040264976232781743 -0.0001709322060118521 0.0045262430692018553 0.00095953270494025247 -0.0050579274876140353 -0.0014830324065852924
leaf_weight=2153.3047167062759 559.06747233867645 66.881993651390076 84.01218581199646 230.47885179519653 122.5169130563736 124.75613987445831 6021.8266961574554 46.627071976661682 51.807857751846313 42.61683976650238 56.103140830993652
leaf_count=1101 360 22 31 99 43 41 2994 18 20 26 25
internal_value=0 0.000182323 0.000909188 0.000599891 0.00123723 0.00236741 -8.06725e-05 0.000816691 -5.33964e-05 -0.00175634 0.000684424
internal_weight=0 2932.48 779.174 695.162 464.683 247.741 6627.52 605.695 216.942 94.4247 122.985
internal_count=4780 1408 307 276 177 88 3372 378 89 46 47
is_linear=0
shrinkage=0.06


Tree=610
num_leaves=12
num_cat=0
split_feature=41 30 89 70 61 63 85 123 107 85 79
split_gain=0.0374761 0.100774 0.0476759 0.163805 0.165456 0.181152 0.175436 0.111005 0.126224 0.0756496 0.0564107
threshold=0.0033348383149132137 0.0062037324532866487 0.0070226341485977182 0.00046126570669002836 0.0019071503775194289 0.0013146653072908523 0.02129978779703379 0.0026833302108570938 0.0005893622583243997 0.0092791137285530585 0.05109804309904576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 7 5 -5 -6 9 -9 -4 -1
right_child=1 -3 3 4 6 -7 -8 8 -10 -11 -12
leaf_value=-2.5369712477477963e-05 0.0027553846604617713 -0.00091959960463085439 0.0036987296664516621 0.00035021882782136464 0.0022064739346484537 -0.0041688636170554303 -0.0019754893893538699 0.0018016714187654014 -0.0019127302115095062 0.0010385462382473168 -0.001091798275243211
leaf_weight=8685.8311579227448 59.930202484130859 48.683128237724304 92.317701101303101 58.810589075088501 106.08905303478241 69.874492764472961 54.749416708946228 78.831400036811829 56.571362257003784 65.996490955352783 182.31488513946533
leaf_count=4401 26 25 28 27 40 37 24 29 29 25 89
internal_value=0 0.00110817 -1.27348e-05 0.000512732 -0.000500045 -0.00210359 0.000782934 0.00151105 0.000249792 0.00258978 -4.72938e-05
internal_weight=0 108.613 9451.39 583.241 289.524 128.685 160.838 293.717 135.403 158.314 8868.15
internal_count=4780 51 4729 239 128 64 64 111 58 53 4490
is_linear=0
shrinkage=0.06


Tree=611
num_leaves=12
num_cat=0
split_feature=58 33 96 63 100 71 62 107 103 96 58
split_gain=0.0383423 0.193179 0.161702 0.174119 0.156408 0.179359 0.153264 0.193664 0.226338 0.279606 0.236159
threshold=0.0013560238294303419 0.0098710241727530974 0.0037758676335215573 0.0079489401541650313 0.00057154725072905432 0.072653736919164671 0.0005375427135732026 0.00017767510871635753 0.00042089859198313212 0.0054799309000372895 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 7 -6 10 -10 -9
right_child=-2 2 3 -5 5 -7 -8 8 9 -11 -12
leaf_value=0.00012263218555062978 8.2756800428255108e-05 -0.00020438526795536261 0.0044609319750005373 0.0003281181967377458 0.00079850130220264525 0.002720021886750911 0.00011424849937113779 -0.00024231170651389276 -0.0072814806723196608 -0.00011973688375435374 -0.002378117137873741
leaf_weight=1399.240270614624 6484.2811843156815 132.4612033367157 84.897688508033752 64.642766833305359 134.93454086780548 50.922355055809021 379.18474459648132 369.34233462810516 52.561130046844482 31.318825364112854 376.21283555030823
leaf_count=681 3321 54 28 24 54 23 165 176 37 14 203
internal_value=0 -0.000174469 0.00132219 0.00267442 -0.000325544 -0.000775252 -0.000907727 -0.00130956 -0.00165251 -0.00460745 -0.00132006
internal_weight=0 3075.72 282.002 149.54 2793.72 1394.48 1343.55 964.37 829.435 83.88 745.555
internal_count=4780 1459 106 52 1353 672 649 484 430 51 379
is_linear=0
shrinkage=0.06


Tree=612
num_leaves=12
num_cat=0
split_feature=75 78 51 52 141 19 61 91 54 125 36
split_gain=0.0380987 0.175391 0.211933 0.278891 0.393785 0.215935 0.241068 0.192496 0.295574 0.156032 0.170672
threshold=0.0054799309000372895 0.012252715881913902 0.0038949446752667431 0.0033348383149132137 0.00899649551138282 0.02129978779703379 0.0005375427135732026 0.0018488886416889729 0.0023699469165876512 0.0015833032084628942 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 7 6 -4 -5 -9 10 -3
right_child=1 2 5 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-8.1155440470874311e-05 0.00061690656482505019 0.00044200765267555863 -0.0027585285296307487 -0.0025776791953925036 0.00089325033095079406 -0.002680678146926583 0.0013098566150010179 -0.003020683188751796 -0.010947001728886959 0.00030626956022521433 -0.0039124524525096689
leaf_weight=6552.1104508638382 1564.3328433036804 56.754532814025879 58.39330780506134 89.478022456169128 74.352946400642395 68.052547216415405 513.6001238822937 35.379997730255127 32.489378929138184 439.53222835063934 75.523499965667725
leaf_count=3499 644 20 34 46 33 32 204 17 24 184 43
internal_value=0 0.000176782 -0.000300167 -0.000949015 -0.00270506 0.000514394 0.000894526 -0.0044054 -0.00681505 -0.000237458 -0.00204415
internal_weight=0 3007.89 1443.56 803.511 231.7 640.046 571.993 157.347 67.8694 571.81 132.278
internal_count=4780 1281 637 367 120 270 238 87 41 247 63
is_linear=0
shrinkage=0.06


Tree=613
num_leaves=12
num_cat=0
split_feature=75 61 20 88 1 34 82 24 73 23 51
split_gain=0.033664 0.1852 0.394311 0.233353 0.263101 0.171776 0.15518 0.209356 0.285307 0.277448 0.272292
threshold=0.0054799309000372895 0.0048403022810816774 0.0026833302108570938 0.0041444667149335155 0.00017767510871635753 0.015200819820165636 0.00085274505545385193 0.0035485138650983576 0.007706565549597145 0.0063990866765379914 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -6 -2 8 9 10 -8
right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-7.6286117949160226e-05 -8.6755579747357521e-05 -0.0023742185974090406 -0.003985481339530212 -0.0012167712304212632 0.00039114086542259394 0.0041155639562231406 -0.0035597473337700062 0.0017584523272599643 0.0010994634673531817 -0.0039075830968339359 0.0020463298534171195
leaf_weight=6552.1104508638382 1167.5702751874924 52.744300603866577 111.60582983493805 280.2815934419632 80.887456297874451 99.320432424545288 46.209790706634521 542.76101267337799 431.12483274936676 99.42231273651123 95.961592197418213
leaf_count=3499 519 28 66 123 36 35 25 189 165 57 38
internal_value=0 0.000166175 -0.000753265 -5.04002e-05 0.00135294 0.00244383 0.000407253 0.000881791 0.000174484 -0.00147614 0.000224193
internal_weight=0 3007.89 624.84 513.234 232.952 180.208 2383.05 1215.48 672.719 241.594 142.171
internal_count=4780 1281 288 222 99 71 993 474 285 120 63
is_linear=0
shrinkage=0.06


Tree=614
num_leaves=12
num_cat=0
split_feature=129 77 77 81 87 43 40 39 96 101 94
split_gain=0.0349515 0.13869 0.236232 0.29957 0.294082 0.192031 0.300345 0.271338 0.266726 0.237155 0.168026
threshold=0.00093549740267917525 0.00057154725072905432 0.00068727668258361529 0.0063990866765379914 0.00055427959887310873 0.00085274505545385193 0.0031340263085439806 0.0010918468469753864 0.0054799309000372895 0.00017767510871635753 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 7 9 -8 -1 -7
right_child=-2 2 -4 -5 -6 10 8 -9 -10 -11 -12
leaf_value=-0.0010904153058545289 -0.00010868502708381168 0.006805922491516298 0.00022052060698915142 -0.000706666544858124 0.00051181658203142827 0.00043411004904243388 -0.0059384311076344483 -0.0042083902025678802 0.00048875869529568154 0.0022703450589327697 -0.0018798418525297856
leaf_weight=201.18573260307312 5038.239361166954 68.703939199447632 2860.8743212223053 67.167044520378113 43.736453175544739 856.34702754020691 79.167391061782837 60.449364066123962 32.906660199165344 121.08189868927002 130.14068627357483
leaf_count=134 2293 27 1483 35 25 512 53 41 17 73 87
internal_value=0 0.000121099 0.000353035 0.00246378 0.00435768 -0.000354973 -0.00131959 -0.000519634 -0.00405131 0.000172284 0.000128846
internal_weight=0 4521.76 3040.48 179.607 112.44 1481.28 494.791 382.717 112.074 322.268 986.488
internal_count=4780 2487 1570 87 52 917 318 248 70 207 599
is_linear=0
shrinkage=0.06


Tree=615
num_leaves=12
num_cat=0
split_feature=47 78 35 110 132 97 148 40 79 88 134
split_gain=0.0358422 0.185585 0.229902 0.213999 0.152404 0.142357 0.139948 0.175032 0.541511 0.148646 0.137069
threshold=0.016164712607860569 0.010500331409275534 0.0019672545604407792 0.00057154725072905432 0.00080172589514404546 0.0016846025246195497 0.032603342086076743 0.0048403022810816774 0.0022975050378590827 0.0020292587578296666 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 10 -3 7 9 -9 -2 -5
right_child=1 5 3 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-5.2085606301251297e-05 0.00028523880185394798 0.00082983861894045808 0.00018071319684775857 -0.0023118180897731648 -0.0048410437327415954 0.0038107658792401427 0.0036798162179912334 -0.0014821363517595798 0.0074309154627579593 -0.0028294078482462184 0.0019315918667145845
leaf_weight=7960.0312678813934 630.63168025016785 221.75605523586273 228.57561600208282 133.31635594367981 66.098371267318726 77.945897340774536 48.214906811714172 52.092908620834351 46.392961263656616 60.449364066123962 34.494495034217834
leaf_count=3821 422 109 125 93 47 32 21 33 16 41 20
internal_value=0 0.000259132 -5.11066e-05 -0.00112491 -0.00240076 0.00160511 0.000541669 0.000350038 0.00271646 1.27984e-05 -0.00143956
internal_weight=0 1599.97 1300.27 462.485 233.909 299.702 837.782 789.567 98.4859 691.081 167.811
internal_count=4780 959 818 285 160 141 533 512 49 463 113
is_linear=0
shrinkage=0.06


Tree=616
num_leaves=12
num_cat=0
split_feature=66 19 145 65 66 17 44 100 66 53 29
split_gain=0.0365856 0.215509 0.178489 0.181329 0.156364 0.21179 0.16278 0.140709 0.0921729 0.145979 0.100698
threshold=0.0023699469165876512 0.00060774214216507982 0.0012745757703669371 0.0014881226234138014 0.0035485138650983576 0.0013986918493174019 0.0098710241727530974 0.0049928687512874612 0.0015833032084628942 0.001792412775103003 0.018276390619575981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 7 6 -6 -4 -1 -10 -11
right_child=1 2 4 -5 5 -7 -8 -9 9 10 -12
leaf_value=5.1104645925709162e-06 0.0033242102534107635 -0.0051426050052571287 0.0044576867947127312 0.00027206696009544727 -0.00086597048469823769 -0.0031235270543503711 0.0035677097768754074 0.00014266158337563156 0.0008073453317226925 -0.00306331984974369 0.00060394277884203156
leaf_weight=8848.1859322786331 81.355677723884583 44.438785314559937 58.108256936073303 44.621955871582031 67.869376659393311 66.983873963356018 53.161581873893738 51.156465768814087 86.302352786064148 123.32112550735474 34.494495034217834
leaf_count=4404 40 31 21 22 41 44 21 25 40 71 20
internal_value=0 0.000517527 -7.35057e-05 -0.0024297 0.000632377 -0.000416636 0.00108148 0.00243744 -2.66209e-05 -0.00117674 -0.00226175
internal_weight=0 467.696 386.34 89.0607 297.28 188.015 121.031 109.265 9092.3 244.118 157.816
internal_count=4780 245 205 53 152 106 62 46 4535 131 91
is_linear=0
shrinkage=0.06


Tree=617
num_leaves=12
num_cat=0
split_feature=7 145 145 81 124 69 43 95 63 140 114
split_gain=0.0370973 0.130952 0.147863 0.125723 0.323498 0.227461 0.288606 0.387836 0.354784 0.416379 0.259814
threshold=0.00055427959887310873 0.021960759535431865 0.015675474889576439 0.0025217677466571335 0.036783467978239066 0.0045489775948226461 0.00046126570669002836 0.00017767510871635753 0.00042089859198313212 0.0079489401541650313 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -9 -10 -8
right_child=1 -3 -4 -5 -6 -7 10 8 9 -11 -12
leaf_value=0.00015913190404426143 -0.0034478647192143371 -0.0014418335264386199 0.001971825858051523 7.6551896957405966e-05 0.0011708537710870453 0.000610622796437068 0.00023195724561619459 -0.0028987857123863683 0.0026168298337434521 -0.003628173191363682 -0.0037990228611700333
leaf_weight=3398.8631393909454 127.14818716049194 246.82542157173157 129.75375509262085 4455.6600072383881 293.24873292446136 223.05883920192719 73.935665130615234 87.238795638084412 217.64394271373749 46.678012132644653 259.94538152217865
leaf_count=2001 72 133 52 1954 107 99 40 48 95 29 150
internal_value=0 -8.7787e-05 -3.12778e-05 -7.62095e-05 -0.000588403 -0.00108654 -0.00155242 -0.000608084 0.000418974 0.00151399 -0.00290639
internal_weight=0 6161.14 5914.31 5784.56 1328.9 1035.65 812.59 478.709 351.561 264.322 333.881
internal_count=4780 2779 2646 2594 640 533 434 244 172 124 190
is_linear=0
shrinkage=0.06


Tree=618
num_leaves=12
num_cat=0
split_feature=87 4 17 67 65 44 133 33 59 11 56
split_gain=0.0368323 0.115706 0.241629 0.155334 0.131833 0.0976544 0.105095 0.0810597 0.0548756 0.0473563 0.0926142
threshold=0.016164712607860569 0.00060774214216507982 0.019431582652032379 0.0031340263085439806 0.0019071503775194289 0.0070226341485977182 0.0037758676335215573 0.0032328735105693345 0.0063990866765379914 0.027182282879948619 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 5 3 4 7 6 -2 -3 -9 -1 -11
right_child=1 2 -4 -5 -6 -7 -8 8 -10 10 -12
leaf_value=1.0943998319558453e-05 -0.00071501393665376726 -0.0014026170454640645 0.002992667391926075 0.0019489409123935604 0.00045219335548393519 0.0042550830194571822 0.0034005469174141407 -0.0028941709544152037 -0.0064580895715437162 -9.9004296404123525e-05 -0.0017645614950312024
leaf_weight=8479.7291003465652 58.159197092056274 65.396039128303528 70.057663321495056 50.688244342803955 63.574093580245972 45.273347854614258 36.265500426292419 36.550551295280457 27.074482440948486 465.17169642448425 162.05996346473694
leaf_count=4225 32 41 28 21 36 17 14 27 20 234 85
internal_value=0 0.000528026 -0.00011222 -0.00100633 -0.00178411 0.00196409 0.000865641 -0.00288603 -0.00441073 -2.62674e-05 -0.00052934
internal_weight=0 453.039 313.341 243.283 192.595 139.698 94.4247 129.021 63.625 9106.96 627.232
internal_count=4780 236 173 145 124 63 46 88 47 4544 319
is_linear=0
shrinkage=0.06


Tree=619
num_leaves=12
num_cat=0
split_feature=70 5 143 117 46 35 110 54 34 75 77
split_gain=0.0347093 0.111978 0.156352 0.141592 0.113704 0.193289 0.0976264 0.0929547 0.0849659 0.0630476 0.199582
threshold=0.023343417793512348 0.0044099434744566688 0.0034400182776153092 0.010829726699739696 0.0038949446752667431 0.0042751494329422721 0.0014881226234138014 0.0017376682371832433 0.0060143163427710542 0.0062037324532866487 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 4 8 -6 7 -5 -2 -1 -11
right_child=1 2 -4 6 5 -7 -8 -9 -10 10 -12
leaf_value=-0.00013118674607435219 0.0018685182790653789 0.00063337423113561837 -0.0042748447920205896 -0.0012457507510455156 0.0056707144404210498 0.001113885429138499 -0.0023644420539584042 0.0017060064559945045 -0.0010982186024446445 0.001427520742224611 -9.1948910492940626e-06
leaf_weight=6363.4951665401459 74.53611695766449 55.451748847961426 40.377612948417664 66.698823094367981 55.166697978973389 85.365909934043884 61.568977475166321 90.546695709228516 65.110988259315491 413.9437004327774 2187.7374415397644
leaf_count=3409 24 30 28 31 17 32 40 34 28 145 962
internal_value=0 0.000443844 -0.0014347 0.000804609 0.0016978 0.00290269 -0.000339069 0.00045396 0.000485266 -2.94483e-05 0.000219396
internal_weight=0 594.824 95.8294 498.994 280.18 140.533 218.814 157.246 139.647 8965.18 2601.68
internal_count=4780 264 58 206 101 49 105 65 52 4516 1107
is_linear=0
shrinkage=0.06


Tree=620
num_leaves=12
num_cat=0
split_feature=80 11 26 34 52 20 91 109 67 137 105
split_gain=0.0347783 0.146458 0.142201 0.234004 0.204903 0.550606 0.215481 0.189562 0.227333 0.156476 0.127706
threshold=0.0046923852059990176 0.004017772153019906 0.00037263428384903824 0.00899649551138282 0.0053125319536775359 0.0016846025246195497 0.0016331639490090313 0.004017772153019906 0.0011615398107096555 0.00017767510871635753 0.007706565549597145
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 9 5 6 -2 -6 -9 -4 -3
right_child=1 10 3 -5 7 -7 -8 8 -10 -11 -12
leaf_value=-7.0821074767157938e-05 -0.00077691153017767512 0.00012773351302674944 -0.0023624855567161607 -0.0052097170159110546 0.0023782390001206373 0.0084809396248023937 0.0031968482761742328 -0.00095955104713052063 0.0031519163460230004 0.0016892214968145332 -0.0011332148465275425
leaf_weight=6912.6270385980606 98.068588614463806 1368.1252058744431 51.858797907829285 33.608992338180542 134.51725959777832 46.392961263656616 98.434929728507996 290.19553363323212 58.108256936073303 101.42742884159088 366.63488638401031
leaf_count=3420 56 711 31 23 61 16 38 176 21 53 174
internal_value=0 0.000184923 0.000800208 -0.000675649 0.00118029 0.00260171 0.00121367 0.000465202 -0.000273626 0.000318474 -0.000138763
internal_weight=0 2647.37 912.613 186.895 725.718 242.896 196.504 482.821 348.304 153.286 1734.76
internal_count=4780 1360 475 107 368 110 94 258 197 84 885
is_linear=0
shrinkage=0.06


Tree=621
num_leaves=12
num_cat=0
split_feature=135 17 44 11 126 25 35 35 14 15 34
split_gain=0.034834 0.156426 0.118967 0.13223 0.162499 0.0901299 0.0432534 0.175145 0.203812 0.33752 0.262662
threshold=0.035692447796463973 0.011169348377734424 0.015675474889576439 0.0046923852059990176 0.00039601318712811922 0.00052132029668428015 0.0063990866765379914 0.0042751494329422721 0.0019672545604407792 0.012636432424187662 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -4 7 -1 -9 10 -10
right_child=1 -3 5 -5 -6 -7 -8 8 9 -11 -12
leaf_value=1.818607194462359e-05 -0.0011503479949389577 -0.002193298694624654 -0.0016119235061307074 0.0042396698703225334 0.0035481152878052888 0.0019392539351899289 0.00017875618666373131 -0.0019639116005448266 -0.00011155505877148252 0.002716680084831486 -0.003739288602718523
leaf_weight=5600.2700525522232 62.220369458198547 60.164313197135925 72.58194100856781 67.116104364395142 46.15885055065155 39.858451366424561 2716.9005128145218 370.1465470790863 314.54197776317596 116.9188460111618 93.121913552284241
leaf_count=2953 35 28 39 24 14 13 1225 204 141 48 56
internal_value=0 0.000589178 0.00117058 0.00214679 0.000850734 -0.000353084 -2.22639e-05 -0.000106352 -0.000885857 -0.00012518 -0.000940232
internal_weight=0 348.1 287.936 175.495 108.379 112.44 9211.9 6495 894.729 524.583 407.664
internal_count=4780 153 125 73 49 52 4627 3402 449 245 197
is_linear=0
shrinkage=0.06


Tree=622
num_leaves=12
num_cat=0
split_feature=7 117 77 88 21 95 68 70 23 145 53
split_gain=0.0342803 0.117112 0.148176 0.199211 0.121018 0.102731 0.199052 0.459217 0.161107 0.131881 0.148166
threshold=0.00055427959887310873 0.0012357163941487672 0.012636432424187662 0.00093549740267917525 0.0011261500185355546 0.020658296532928947 0.0058306583669036635 0.0048403022810816774 0.0049928687512874612 0.021960759535431865 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 9 7 8 -7 -2 -11
right_child=5 2 3 4 -6 6 -8 -9 -10 10 -12
leaf_value=-0.00056498031509655462 2.5008201111367148e-05 0.0001856710296524889 0.0031196135767813855 0.0011865902362631249 -0.0031452437290168281 -0.0024467251809367858 0.0014429864705943613 0.00040415886870033254 -0.0077053688934822385 -0.00026477680618075793 -0.0033902978470704758
leaf_weight=659.27340745925903 5664.1270569562912 2488.8050183057785 148.47178208827972 66.698823094367981 35.614108443260193 36.082329869270325 72.113719582557678 105.20355033874512 50.0877925157547 146.46666598320007 87.055625081062317
leaf_count=392 2516 1495 64 31 19 23 35 43 37 68 57
internal_value=0 0.000152971 0.000325743 0.00171583 -0.000321278 -8.4388e-05 -0.00124351 -0.00225585 -0.0055034 -3.26021e-05 -0.00142995
internal_weight=0 3398.86 2739.59 250.785 102.313 6161.14 263.487 191.374 86.1701 5897.65 233.522
internal_count=4780 2001 1609 114 50 2779 138 103 60 2641 125
is_linear=0
shrinkage=0.06


Tree=623
num_leaves=12
num_cat=0
split_feature=145 35 33 129 8 84 99 3 40 0 3
split_gain=0.0369778 0.14011 0.194538 0.220286 0.159204 0.232091 0.159138 0.225989 0.178719 0.164247 0.151821
threshold=0.00093549740267917525 0.025578102096915249 0.031632266007363803 0.00057154725072905432 0.0015833032084628942 0.00093549740267917525 0.00017767510871635753 0.0053125319536775359 0.0014427106943912806 0.00068727668258361529 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 9 -1 -8
right_child=-2 -3 3 -5 -6 -7 10 -9 -10 -11 -12
leaf_value=0.00030059437249666508 -7.849368140649832e-05 -0.0015324204328978864 -0.00045947341630671123 -0.005970994285588665 0.00065516873340441936 -0.0044927936101999688 -0.00046461228941715131 0.005086446776970289 0.0021800605935433735 -0.0038958934702286886 -0.0040277694219001828
leaf_weight=102.83209311962128 6627.5212404727936 162.94546616077423 94.424697518348694 36.082329869270325 1992.923638343811 46.912122845649719 253.41087162494659 39.858451366424561 101.37648868560791 49.853681802749634 51.858797907829285
leaf_count=65 3372 82 46 23 893 31 147 13 42 35 31
internal_value=0 0.000177399 0.000277996 -0.00198329 0.000389823 -0.000428645 -0.000110453 0.000886058 0.000227082 -0.00106961 -0.00106992
internal_weight=0 2932.48 2769.53 130.507 2639.03 646.103 599.19 293.921 254.062 152.686 305.27
internal_count=4780 1408 1326 69 1257 364 333 155 142 100 178
is_linear=0
shrinkage=0.06


Tree=624
num_leaves=12
num_cat=0
split_feature=6 56 1 144 85 48 72 65 89 95 106
split_gain=0.037246 0.078698 0.0812289 0.151647 0.179217 0.0996789 0.0918924 0.0818326 0.0896733 0.0729085 0.0767069
threshold=0.00060774214216507982 0.0026012937305495147 0.0005375427135732026 0.021960759535431865 0.011519505176693203 0.00042089859198313212 0.001792412775103003 0.0014881226234138014 0.0026833302108570938 0.00244467705488205 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 7 -2 9 -9 10 -4
right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-3.3801372900763189e-05 -0.00063497124564363273 -0.0015854965719855842 -0.0025711301495621669 -0.0034454919479675349 0.0030544089485173001 0.0023702856935806766 0.0018629088865343936 -0.0046383676673365159 -0.00035156551217860852 0.0021270557240273781 0.0011213590545280259
leaf_weight=8839.9010070562363 67.869376659393311 64.459596276283264 47.797625541687012 41.02900493144989 72.062779426574707 39.624340653419495 242.32637786865234 36.316440582275391 34.026273608207703 39.4411700963974 35.145887017250061
leaf_count=4460 41 33 28 23 24 11 84 25 16 20 15
internal_value=0 0.000414944 0.000611619 -2.12352e-05 0.000440286 -0.000370471 0.00131638 -0.000933965 -0.00256475 3.3567e-06 -0.0010065
internal_weight=0 720.099 655.639 345.444 304.415 232.352 310.196 192.727 70.3427 122.385 82.9435
internal_count=4780 320 287 162 139 115 125 104 41 63 43
is_linear=0
shrinkage=0.06


Tree=625
num_leaves=12
num_cat=0
split_feature=101 84 58 34 102 77 80 70 29 114 116
split_gain=0.0338895 0.180516 0.239818 0.27941 0.129075 0.106309 0.0988304 0.0983022 0.089955 0.0748681 0.0660486
threshold=0.028020657598972324 0.00037263428384903824 0.0011615398107096555 0.0053125319536775359 0.0014427106943912806 0.0020292587578296666 0.00062670491752214741 0.00046126570669002836 0.0053125319536775359 0.00040826165059115743 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 7 -3 -5 -2 -4 -8 -9 -6
right_child=1 4 3 5 10 -7 8 9 -10 -11 -12
leaf_value=2.6791260464875967e-05 0.0004275509675482542 -0.0003680465334119301 0.00095769232155854347 0.0020249281406947719 -0.0018584346853414905 0.0057693979051894337 -0.0053725795537550103 -0.0003309680952192941 -0.0011729902670241127 -0.0045030131481924142 -0.0053679650633910829
leaf_weight=9050.9389096498489 38.087445974349976 71.228216886520386 68.988990068435669 72.113719582557678 33.374881625175476 43.919623732566833 37.904275417327881 32.255268216133118 35.614108443260193 29.781930685043335 45.792509436607361
leaf_count=4488 19 38 40 35 21 16 28 22 19 22 32
internal_value=0 -0.00047634 0.000255299 0.00129807 -0.00222116 0.00344224 -0.00205307 -0.000600748 -0.0033382 -0.00233382 -0.00388844
internal_weight=0 509.061 358.665 247.06 150.396 116.033 111.606 131.026 73.5184 62.0372 79.1674
internal_count=4780 292 201 135 91 51 66 84 47 44 53
is_linear=0
shrinkage=0.06


Tree=626
num_leaves=12
num_cat=0
split_feature=6 129 9 17 78 125 137 128 106 115 44
split_gain=0.0328881 0.0583822 0.13782 0.207322 0.190649 0.23034 0.232742 0.34926 0.209433 0.267903 0.266034
threshold=0.00060774214216507982 0.00093549740267917525 0.00040826165059115743 0.014740333426743748 0.016668972559273246 0.0020292587578296666 0.0005893622583243997 0.0035485138650983576 0.024810968898236755 0.04273676127195359 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -6 7 -7 9 10 -3
right_child=-2 2 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=0.0001226154954116544 0.00038991420647553561 -0.0030507261188661679 8.7370717656476264e-05 0.0017124290485550631 0.0015890281335591242 -0.0057153563469758296 0.0015707131758183352 -0.00045153513568748266 0.00083280957594822976 0.00033115811760487936 -0.0007263595433503301
leaf_weight=4414.6840825080872 720.09887266159058 436.295858502388 2657.1025407314301 129.75375509262085 228.65690624713898 64.042315006256104 94.841978788375854 155.70862412452698 151.88156247138977 208.35104441642761 298.58233916759491
leaf_count=2428 320 262 1179 52 94 40 39 73 72 79 142
internal_value=0 -3.17624e-05 -0.000185773 -0.00059625 -0.000779091 0.000139861 -0.000913444 -0.00198558 -0.00123495 -0.00156791 -0.00210633
internal_weight=0 8839.9 4425.22 1768.11 1638.36 543.25 314.593 219.751 1095.11 943.229 734.878
internal_count=4780 4460 2032 853 801 246 152 113 555 483 404
is_linear=0
shrinkage=0.06


Tree=627
num_leaves=12
num_cat=0
split_feature=22 92 109 10 23 45 113 125 13 39 104
split_gain=0.0352157 0.150676 0.149583 0.237756 0.23561 0.315834 0.227439 0.299639 0.202775 0.343266 0.195492
threshold=0.00043393640953581786 0.055838862434029586 0.0051502294372767219 0.0031340263085439806 0.030689206905663017 0.0026833302108570938 0.0044099434744566688 0.00090704852482303988 0.0005375427135732026 0.016668972559273246 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 5 6 7 -4 9 -7 -2
right_child=1 -3 3 -5 -6 8 -8 -9 -10 -11 -12
leaf_value=-8.9068721256356419e-05 0.0010636447537337535 -0.0012898481814991771 -0.0052978522099270085 0.00040380574323957272 0.0022246793038503032 -0.0057881590591742785 0.0031737723904665819 -0.00011386555205173949 -0.00019499023159103476 -0.00022168168558963348 -0.0012102407729043872
leaf_weight=5981.6127337217331 1081.4814430475235 244.16891348361969 46.912122845649719 1384.6647062301636 75.472559809684753 124.9599004983902 59.461981058120728 278.04236662387848 68.938049912452698 58.576478362083435 155.70862412452698
leaf_count=3147 428 142 31 641 32 85 22 125 29 25 73
internal_value=0 0.000148887 0.000254247 -5.4435e-05 -0.000945146 -0.00132077 -0.000237956 -0.000862253 -0.00296947 -0.00401159 0.000777461
internal_weight=0 3578.39 3334.22 2097.03 712.363 636.891 384.416 324.954 252.474 183.536 1237.19
internal_count=4780 1633 1491 990 349 317 178 156 139 110 501
is_linear=0
shrinkage=0.06


Tree=628
num_leaves=12
num_cat=0
split_feature=2 123 90 6 54 77 72 136 18 20 71
split_gain=0.0343906 0.17392 0.094476 0.116755 0.161223 0.121665 0.0598017 0.113033 0.0505089 0.247755 0.321823
threshold=0.0026833302108570938 0.0060143163427710542 0.00068727668258361529 0.00082683752407319855 0.011880517937242987 0.00068727668258361529 0.0020932231564074759 0.00082683752407319855 0.0015833032084628942 0.0042751494329422721 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 -6 -4 -8 -1 -10 -11
right_child=1 -3 6 -5 5 -7 7 -9 9 10 -12
leaf_value=-0.00011502739121963852 -0.0017224701183144134 -0.0024673399015236923 0.00094064346483665095 0.0043273254846800772 0.00022587090896751866 0.0032135784644987068 -0.0031980688219829718 0.00064683627379534189 0.00046843596383723898 -0.0043140798609709935 -0.00022273370699021667
leaf_weight=6569.148522734642 59.747031927108765 65.161928415298462 94.709748387336731 44.805126428604126 91.11679744720459 106.32316374778748 50.739184498786926 60.164313197135925 2036.924552321434 90.882686734199524 290.27682387828827
leaf_count=3391 35 39 59 13 60 42 32 28 878 58 145
internal_value=0 0.000450781 0.000825384 0.00150081 0.00100839 0.00183478 -0.000166637 -0.00111224 -2.87289e-05 0.000205716 -0.00119826
internal_weight=0 572.767 507.605 301.992 257.187 197.44 205.613 110.903 8987.23 2418.08 381.16
internal_count=4780 308 269 150 137 102 119 60 4472 1081 203
is_linear=0
shrinkage=0.06


Tree=629
num_leaves=12
num_cat=0
split_feature=141 32 32 39 24 77 127 20 68 94 119
split_gain=0.0327687 0.115113 0.169593 0.15926 0.134115 0.13025 0.113637 0.1772 0.228832 0.188716 0.192741
threshold=0.016668972559273246 0.00087947337306104611 0.0017376682371832433 0.0010918468469753864 0.011519505176693203 0.004017772153019906 0.0042751494329422721 0.018276390619575981 0.004017772153019906 0.00093549740267917525 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 4 -2 -4 -1 8 -8 -10 -11
right_child=1 2 5 -5 -6 -7 7 -9 9 10 -12
leaf_value=3.0512298684372102e-05 -0.00039991933489341594 0.002605150336036728 0.0012918151107441042 -0.0023235270378877734 0.0034921755477574524 -0.00066119753166186078 0.0001765525575699333 0.002470779723085494 -0.00041658890686771852 -0.0052274524110319503 -0.0016207036451862395
leaf_weight=7875.4901604652405 137.97798013687134 143.94238829612732 233.65452146530151 120.14545583724976 41.446286201477051 259.42621994018555 317.16813576221466 57.039583683013916 155.39322316646576 92.70463228225708 125.61129248142242
leaf_count=3870 80 57 105 65 16 135 174 33 102 63 80
internal_value=0 0.000337067 0.000793218 -0.00063292 0.000499139 0.00026427 -3.6609e-05 -0.00074339 -0.00100876 -0.00201473 -0.00315226
internal_weight=0 936.593 637.023 299.57 179.424 493.081 8623.41 747.917 690.877 373.709 218.316
internal_count=4780 458 297 161 96 240 4322 452 419 245 143
is_linear=0
shrinkage=0.06


Tree=630
num_leaves=12
num_cat=0
split_feature=72 28 101 58 73 7 102 20 112 107 133
split_gain=0.0366331 0.153789 0.172042 0.190819 0.152618 0.161073 0.240421 0.174986 0.152369 0.200833 0.320485
threshold=0.0028552538715302949 0.0062037324532866487 0.013860232196748258 0.00077738583786413084 0.00042089859198313212 0.0010918468469753864 0.0010918468469753864 0.00070876078098081063 0.00057154725072905432 0.0035485138650983576 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 5 -2 7 -7 -1 10 -10
right_child=4 -3 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=0.0006815405488596743 -0.00020954544000511137 -0.0012246632666232209 -0.0038624815078799565 -0.00033888980601319752 9.6225570981501925e-06 -0.0078129800530297045 -0.00076579022387354061 -0.0023723288208919013 0.00039763607663798799 0.00039412705768956312 -0.0030763596665505429
leaf_weight=2139.9712361097336 362.49242377281189 275.95596027374268 67.45209538936615 307.8448873758316 5044.1831792593002 37.670164704322815 149.40822494029999 48.91723895072937 195.90306651592255 743.48935389518738 186.71204853057861
leaf_count=1135 202 160 48 200 2217 26 72 27 110 467 116
internal_value=0 0.000140963 0.000244455 -0.000972185 -9.78615e-05 -0.00100376 -0.00222368 -0.0047393 0.000384257 -0.000180681 -0.00129764
internal_weight=0 3917.33 3641.37 375.297 5642.67 598.488 235.996 86.5874 3266.08 1126.1 382.615
internal_count=4780 2236 2076 248 2544 327 125 53 1828 693 226
is_linear=0
shrinkage=0.06


Tree=631
num_leaves=12
num_cat=0
split_feature=77 0 110 76 0 118 31 25 4 146 75
split_gain=0.0332164 0.123288 0.209578 0.163378 0.132881 0.114988 0.146355 0.1012 0.0943901 0.182119 0.223454
threshold=0.016164712607860569 0.0015833032084628942 0.00044738779251929378 0.0005375427135732026 0.011519505176693203 0.00064626874518580746 0.0012357163941487672 0.044033329933881767 0.0049928687512874612 0.018276390619575981 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 8 -5 -2 -7 -1 9 10 -3
right_child=1 3 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-2.0407624860303589e-05 0.00018913838411063221 0.0018525305031682332 0.0013028407688551993 -0.0042026598401684531 0.00074028759703266621 -0.0051369449196517793 -0.00022805798515338979 -0.0020289966151247267 -0.0016156229776776903 -0.0015935388381801282 -0.00063502894330190788
leaf_weight=8270.3603228330612 43.502342462539673 576.00366389751434 91.249027848243713 44.204674601554871 35.145887017250061 66.098371267318726 32.672549486160278 91.299968004226685 53.446632742881775 88.124298334121704 167.8921412229538
leaf_count=4169 23 230 40 29 15 47 15 51 34 45 82
internal_value=0 0.00029543 -0.000941598 0.000594838 -0.00201333 -0.0023811 -0.00351313 -4.23392e-05 0.000828567 0.000985575 0.00129111
internal_weight=0 1198.34 233.522 964.817 79.3506 142.273 98.7709 8361.66 885.467 832.02 743.896
internal_count=4780 560 125 435 44 85 62 4220 391 357 312
is_linear=0
shrinkage=0.06


Tree=632
num_leaves=12
num_cat=0
split_feature=145 145 141 93 34 101 5 44 110 21 50
split_gain=0.0368814 0.126184 0.178229 0.172509 0.164867 0.184312 0.17022 0.126817 0.118881 0.247226 0.179625
threshold=0.00093549740267917525 0.00080172589514404546 0.00046126570669002836 0.00057154725072905432 0.0041444667149335155 0.0030382014811038975 0.00057154725072905432 0.0028552538715302949 0.00044738779251929378 0.000490355829242617 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 7 6 -6 -5 -4 9 -1 -11
right_child=-2 2 3 4 5 -7 -8 -9 -10 10 -12
leaf_value=0.00015783330821606085 -7.8391329137001185e-05 0.0044499769678070025 0.00065982071984223192 -0.0052676452726558281 -0.0014629079449641359 0.0029874685703782018 0.00056717103282481383 0.0041387386779599021 0.0004452867136466654 -0.0020833854614484507 0.0021772419702824658
leaf_weight=917.45754361152649 6627.5212404727936 51.573747038841248 84.714517951011658 41.497226357460022 65.813320398330688 68.2357177734375 31.787046790122986 68.001607060432434 1215.0015596151352 348.72107183933258 39.675280809402466
leaf_count=453 3372 18 37 27 34 23 18 21 565 190 22
internal_value=0 0.000177168 0.00115117 0.000678647 -0.000448508 0.000802492 -0.00273679 0.00220892 1.81255e-05 -0.000379317 -0.00164816
internal_weight=0 2932.48 411.623 360.049 207.333 134.049 73.2843 152.716 2520.86 1305.85 388.396
internal_count=4780 1408 178 160 102 57 45 58 1230 665 212
is_linear=0
shrinkage=0.06


Tree=633
num_leaves=12
num_cat=0
split_feature=38 68 129 40 52 126 71 50 65 78 147
split_gain=0.0331193 0.1545 0.222952 0.268708 0.164825 0.125241 0.108335 0.117734 0.101216 0.106351 0.0955914
threshold=0.0022272822679951791 0.0051502294372767219 0.0028552538715302949 0.0036604277556762104 0.0079489401541650313 0.00057154725072905432 0.010829726699739696 0.0053125319536775359 0.00043393640953581786 0.012252715881913902 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 5 -3 8 10 -2 -10 -8
right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-3.7674743031074872e-05 0.0025619508872006332 -0.003492933011090044 -0.0011905311090966149 0.0054006186879885024 0.0035816494982269498 0.0011143153555032703 -0.0012226690640056842 -0.00042312300826629208 0.0010978994465245659 -0.00086437672828311679 -0.0060962409081090369
leaf_weight=8583.1616452932358 63.289042711257935 33.843103051185608 82.943512558937073 74.118835687637329 54.098024725914001 57.039583683013916 29.547819972038269 148.15638113021851 174.84393239021301 230.5297919511795 28.428206562995911
leaf_count=4274 23 25 43 31 29 33 20 93 78 110 21
internal_value=0 0.000331036 0.0014589 0.00246188 0.000959497 -0.000601342 -0.000173802 -0.00132013 0.000330387 -1.80168e-05 -0.0036124
internal_weight=0 976.838 302.043 219.1 144.981 90.8827 674.795 206.132 468.663 405.374 57.976
internal_count=4780 506 161 118 87 58 345 134 211 188 41
is_linear=0
shrinkage=0.06


Tree=634
num_leaves=12
num_cat=0
split_feature=145 135 53 110 54 15 83 17 51 142 149
split_gain=0.0357327 0.092413 0.183678 0.173003 0.154326 0.177706 0.206219 0.161551 0.169225 0.208854 0.20057
threshold=0.00017767510871635753 0.0063990866765379914 0.0014881226234138014 0.0072436286136507997 0.00073092587990686308 0.0014881226234138014 0.0072436286136507997 0.0038949446752667431 0.0022975050378590827 0.011519505176693203 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 -6 -7 8 9 -1 -10
right_child=-2 2 -4 -5 5 6 -8 -9 10 -11 -12
leaf_value=0.00037317075694569735 -4.3613076736545297e-05 -9.3787037724233054e-05 0.0039627732015357813 -0.0026155250300679425 0.0012450074305817693 0.00088314203051350498 -0.0028997993745598838 0.0027226828621177181 -0.0035908209049540451 0.0044436675270147019 0.0021898050545132897
leaf_weight=302.22623026371002 8375.9811544418335 94.65880823135376 69.82355260848999 78.230948209762573 115.33101117610931 77.945897340774536 155.10817229747772 136.28826498985291 69.691322207450867 53.395692586898804 31.318825364112854
leaf_count=152 4205 48 26 45 45 32 89 55 46 23 14
internal_value=0 0.000308527 0.00162824 9.56172e-05 0.000320937 -0.000681307 -0.00163458 0.000909831 0.00036876 0.000984345 -0.0017985
internal_weight=0 1184.02 164.482 1019.54 941.305 348.385 233.054 592.92 456.632 355.622 101.01
internal_count=4780 575 74 501 456 166 121 290 235 175 60
is_linear=0
shrinkage=0.06


Tree=635
num_leaves=12
num_cat=0
split_feature=131 104 116 81 115 19 106 7 7 149 14
split_gain=0.0325568 0.130586 0.139119 0.0402054 0.223037 0.138693 0.157352 0.201033 0.103824 0.274012 0.162732
threshold=0.13848232477903369 0.0037758676335215573 0.0044099434744566688 0.013860232196748258 0.04273676127195359 0.0011615398107096555 0.0011980500421486797 0.00055427959887310873 0.0072436286136507997 0.00085274505545385193 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -5 -8 10 -10 -7
right_child=1 -3 -4 4 -6 8 7 -9 9 -11 -12
leaf_value=6.6376835093354266e-05 -0.0011159121194855238 -0.0030343093763116214 0.0029947023158872839 -0.00089246692273019658 -0.0039987504182559912 -0.00095004083386978678 0.00044393625423018186 0.0056309431683181279 -0.0053377553146157211 0.00037766899485209887 0.00060206263282761409
leaf_weight=8041.1842550039291 85.834131360054016 62.220369458198547 45.273347854614258 64.459596276283264 55.919970273971558 482.11871802806854 57.925086379051208 50.220022916793823 51.858797907829285 72.296890139579773 490.68869411945343
leaf_count=4060 36 35 17 33 34 252 30 17 31 26 209
internal_value=0 -0.000770706 0.000303544 1.59074e-05 -0.00029027 -0.000126925 0.00145403 0.00285266 -0.000375685 -0.00200962 -0.000167152
internal_weight=0 193.328 131.107 9366.67 1325.49 1269.57 172.605 108.145 1096.96 124.156 972.807
internal_count=4780 88 53 4692 632 598 80 47 518 57 461
is_linear=0
shrinkage=0.06


Tree=636
num_leaves=12
num_cat=0
split_feature=41 145 86 54 98 121 115 46 64 110 51
split_gain=0.0320756 0.144954 0.0383622 0.112396 0.174514 0.127033 0.214226 0.13171 0.180659 0.251611 0.134395
threshold=0.0033348383149132137 0.00044738779251929378 0.0026833302108570938 0.0014881226234138014 0.0032328735105693345 0.0053125319536775359 0.0016846025246195497 0.029773407615721229 0.00017767510871635753 0.002945306478068233 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 -5 8 9 10 -8
right_child=1 -3 3 5 -6 -7 7 -9 -10 -11 -12
leaf_value=2.6870235336709937e-05 0.0036854914500890077 -0.00078080352252722076 -0.00060053747163240452 -0.0034579596612073367 -0.0042481177054255565 0.0016626464008121632 -0.0003104526210397072 0.0025581453201309052 0.0015535072329038602 0.001152661444190942 -0.0045385633702398837
leaf_weight=8574.6935495138168 43.919623732566833 64.69370698928833 221.93922579288483 70.108603477478027 59.981142640113831 139.41299450397491 40.326672792434692 67.350215077400208 113.74317634105682 81.538848280906677 82.292120575904846
leaf_count=4339 16 35 100 39 37 50 17 26 42 31 48
internal_value=0 0.00102522 -1.17816e-05 -0.000389824 -0.00137659 7.79011e-05 -0.000407285 0.000147882 -0.000362755 -0.00143037 -0.00314803
internal_weight=0 108.613 9451.39 876.693 281.92 594.773 455.36 385.251 317.901 204.158 122.619
internal_count=4780 51 4729 390 137 253 203 164 138 96 65
is_linear=0
shrinkage=0.06


Tree=637
num_leaves=12
num_cat=0
split_feature=106 106 19 58 144 81 54 89 50 51 28
split_gain=0.0344387 0.291859 0.268917 0.297352 0.157578 0.174341 0.229833 0.174094 0.285004 0.198765 0.176598
threshold=0.0035485138650983576 0.0030382014811038975 0.0054799309000372895 0.0035485138650983576 0.021960759535431865 0.0063990866765379914 0.0045489775948226461 0.0017376682371832433 0.00899649551138282 0.0015833032084628942 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 6 -6 -2 10 -10 -9
right_child=4 2 -4 -5 5 -7 -8 8 9 -11 -12
leaf_value=-1.6668849736958173e-05 -0.00020024283819866512 0.0020275467659037478 0.0036580099633189453 -0.0028500903718713254 -0.00026326182407920932 0.0011781200110958494 -0.0059291956537348249 0.0040159041453123861 0.0017834429651625409 -0.0033626327760262593 0.0010425536171584998
leaf_weight=4829.4103353023529 3716.905947804451 127.7486389875412 153.60162770748138 69.457211494445801 46.861182689666748 42.565899610519409 57.273694396018982 94.373757362365723 41.212175488471985 78.465058922767639 302.12434995174408
leaf_count=2305 2024 56 55 44 20 15 35 35 14 47 130
internal_value=0 0.000104712 0.00177571 0.000309611 -0.000123849 -0.00205708 -0.0033795 -5.68514e-05 0.00097569 -0.00159052 0.00175027
internal_weight=0 5180.22 350.807 197.206 4379.78 146.701 104.135 4233.08 516.175 119.677 396.498
internal_count=4780 2460 155 100 2320 70 55 2250 226 61 165
is_linear=0
shrinkage=0.06


Tree=638
num_leaves=12
num_cat=0
split_feature=128 10 125 132 30 12 101 125 1 47 114
split_gain=0.0329776 0.147764 0.10003 0.0933465 0.0457238 0.158707 0.155659 0.193068 0.163698 0.118572 0.0740355
threshold=0.05109804309904576 0.0023699469165876512 0.0015833032084628942 0.0035485138650983576 0.019431582652032379 0.015200819820165636 0.00040826165059115743 0.0048403022810816774 0.0005375427135732026 0.0011980500421486797 0.017188700847327713
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 10 -6 8 -8 -7 -10 -1
right_child=1 3 -4 -5 5 6 7 -9 9 -11 -12
leaf_value=-3.1961408358578127e-05 0.0038118755252991199 0.0013199520934607158 0.00031116278828260214 -0.0026482408573474878 0.0014448071287517055 -0.0008181284291156974 0.0015921824069337301 -0.0028021819620826743 -0.0023513400921742846 -0.0071108360663635168 0.00068662151177512965
leaf_weight=8379.0961239337921 61.701207876205444 35.145887017250061 56.103140830993652 54.332135438919067 101.37648868560791 88.073358178138733 103.38160479068756 55.21763813495636 39.4411700963974 36.082329869270325 550.04879486560822
leaf_count=4295 20 15 25 31 42 34 38 28 20 23 209
internal_value=0 0.000748548 0.0021447 -0.00108958 -1.65899e-05 -0.000625698 -0.00127717 6.22481e-05 -0.00257566 -0.00462525 1.23044e-05
internal_weight=0 207.282 117.804 89.478 9352.72 423.573 322.196 158.599 163.597 75.5235 8929.14
internal_count=4780 91 45 46 4689 185 143 66 77 43 4504
is_linear=0
shrinkage=0.06


Tree=639
num_leaves=12
num_cat=0
split_feature=78 63 49 71 78 72 33 100 120 71 60
split_gain=0.0321781 0.104958 0.140952 0.153016 0.130425 0.167732 0.164234 0.222562 0.172268 0.13601 0.194734
threshold=0.0011980500421486797 0.0027679565828293566 0.00044738779251929378 0.0058306583669036635 0.000490355829242617 0.0054799309000372895 0.0053125319536775359 0.0037758676335215573 0.00043393640953581786 0.00062670491752214741 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 9 -6 -8 -9 -1 -11
right_child=-2 2 -4 -5 6 -7 7 8 -10 10 -12
leaf_value=-0.0019598890784683497 -5.7111402240475197e-05 -0.0031179218986719698 0.0022805991117248749 -0.00032661882027876688 0.00055820592368799576 -0.0021944094620900299 0.0061852235541440407 -0.00049907762860640023 0.0045980100043852895 0.0001911604327556973 0.0031938719165797327
leaf_weight=87.523846507072449 7532.4278558492661 94.709748387336731 52.693360447883606 278.89751923084259 486.46494126319885 111.55488967895508 48.214906811714172 68.988990068435669 36.499611139297485 674.13402271270752 87.890187621116638
leaf_count=61 3591 59 17 164 268 55 21 40 16 445 43
internal_value=0 0.000212169 -0.000624485 -0.00103422 0.000434908 -7.02982e-06 0.0010984 0.0028081 0.00126454 0.000280197 0.000537487
internal_weight=0 2027.57 426.301 373.607 1601.27 961.103 640.168 153.704 105.489 849.548 762.024
internal_count=4780 1189 240 223 949 604 345 77 56 549 488
is_linear=0
shrinkage=0.06


Tree=640
num_leaves=12
num_cat=0
split_feature=146 105 8 144 108 101 114 33 102 11 9
split_gain=0.0324899 0.18755 0.135639 0.118539 0.104502 0.103835 0.143467 0.15443 0.0686386 0.0455976 0.163157
threshold=0.028884131461381916 0.0025217677466571335 0.0095705352723598498 0.0027679565828293566 0.011169348377734424 0.0019071503775194289 0.0025217677466571335 0.0041444667149335155 0.0010918468469753864 0.064669914543628707 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 5 8 -2 6 7 -3 -4 -1 -11
right_child=1 2 3 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=-8.5467206106678938e-06 -0.0032986875974529224 -0.00068484153718198471 -0.0025354160749218495 0.0026974929055806236 0.0004504843899908878 -0.00015118326619366208 0.0055237289809928905 0.0034415972058908944 0.00017408839199005224 -0.0023884463394925276 0.0016450593808910847
leaf_weight=8871.0670119524002 64.510536432266235 57.039583683013916 62.454480171203613 38.504727244377136 45.74156928062439 62.637650728225708 47.278463959693909 76.358062505722046 72.999222278594971 106.89326548576355 54.515305995941162
leaf_count=4441 44 33 37 12 21 28 13 29 32 68 22
internal_value=0 0.000457697 0.00103923 -0.000240135 -0.00174323 0.00195391 0.00268372 0.00167717 -0.0010752 -2.67309e-05 -0.00102614
internal_weight=0 527.524 417.272 173.958 110.252 243.314 180.676 133.398 135.454 9032.48 161.409
internal_count=4780 249 184 81 65 103 75 62 69 4531 90
is_linear=0
shrinkage=0.06


Tree=641
num_leaves=12
num_cat=0
split_feature=144 132 99 115 105 71 29 92 51 93 1
split_gain=0.0335366 0.155062 0.214069 0.306881 0.40547 0.255626 0.2398 0.236557 0.162702 0.183115 0.166098
threshold=0.00070876078098081063 0.000490355829242617 0.0016846025246195497 0.0046923852059990176 0.00073092587990686308 0.015200819820165636 0.0036604277556762104 0.00244467705488205 0.0092791137285530585 0.00017767510871635753 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 -5 6 -4 -8 -1 -10 -11
right_child=-2 2 5 4 -6 -7 7 -9 9 10 -12
leaf_value=0.00013302687214286759 -9.9704812917341453e-05 0.001645552836660487 0.00071910437443167504 0.00062811992445550326 -0.0054055751408510645 -0.00023971238920283538 0.001660722095820414 0.0067764881859286984 -0.002856957372992438 0.0012732968346597111 -0.0013607119294809806
leaf_weight=3032.8894050121307 5349.2393281459808 173.49020826816559 84.948628664016724 92.836862683296204 70.576824903488159 117.43800759315491 53.395692586898804 83.309853672981262 142.09009265899658 143.107825756073 216.67714977264404
leaf_count=1727 2446 77 39 43 43 63 23 25 94 71 129
internal_value=0 0.000126662 0.000959252 -0.000111926 -0.00197778 0.00202352 0.00322264 0.00477833 -3.2564e-05 -0.00103325 -0.00031301
internal_weight=0 4210.76 675.996 336.904 163.414 339.092 221.654 136.706 3534.76 501.875 359.785
internal_count=4780 2334 313 163 86 150 87 48 2021 294 200
is_linear=0
shrinkage=0.06


Tree=642
num_leaves=12
num_cat=0
split_feature=106 150 71 134 140 79 61 37 79 68 106
split_gain=0.0323784 0.118312 0.259429 0.240096 0.248338 0.197638 0.199759 0.189451 0.171551 0.129581 0.231917
threshold=0.0035485138650983576 0.0053125319536775359 0.0079489401541650313 0.00043393640953581786 0.011880517937242987 0.00055427959887310873 0.0016846025246195497 0.00017767510871635753 0.0058306583669036635 0.015675474889576439 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 8 4 7 -6 -7 -4 -3 10 -1
right_child=-2 2 3 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00020002350840493777 -0.00012008751508445712 -0.0018353178682708792 -0.0005679559438794571 -0.0015995942071678562 0.00050111589784290311 0.0079491418106916126 0.0030449981171123269 0.0030769612880269179 0.0012920728914726112 0.0013623769801876396 0.0016748704701698577
leaf_weight=3986.6926692724228 4379.7820662260056 166.30430638790131 122.61879336833954 66.515652537345886 41.263115644454956 55.634919404983521 64.642766833305359 88.307468891143799 101.79376995563507 233.88863217830658 252.55571901798248
leaf_count=1920 2320 79 65 40 25 21 24 36 35 107 108
internal_value=0 0.000101532 0.000822744 0.00172089 0.00231387 0.0040842 0.00531343 0.000958044 -0.000647883 -1.24722e-05 -8.83256e-05
internal_weight=0 5180.22 707.081 438.983 372.467 161.541 120.278 210.926 268.098 4473.14 4239.25
internal_count=4780 2460 325 211 171 70 45 101 114 2135 2028
is_linear=0
shrinkage=0.06


Tree=643
num_leaves=12
num_cat=0
split_feature=100 149 68 9 51 146 25 146 109 135 97
split_gain=0.0353191 0.171668 0.180724 0.265226 0.21922 0.21519 0.221793 0.287458 0.185708 0.164321 0.189235
threshold=0.00057154725072905432 0.0010263677686452868 0.0051502294372767219 0.00040826165059115743 0.0068083447404205808 0.0041444667149335155 0.0095705352723598498 0.0051502294372767219 0.0034400182776153092 0.00039601318712811922 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 9 7 -7 -6 -1 -11
right_child=-2 -3 3 -5 8 6 -8 -9 -10 10 -12
leaf_value=-0.00043783831272041929 -6.7923570038873302e-05 -0.00076975840929103905 0.00061220047390462531 0.0038872823519220359 -0.0029159031706772276 0.0068458047092349499 -0.00027602581230984813 0.0017025449281345231 0.00032058744060422883 -0.00061386005742675707 0.0041471569168451388
leaf_weight=704.76027595996857 7097.8531326055527 522.26222026348114 322.29798138141632 122.98513448238373 141.15364980697632 47.746685385704041 146.93488740921021 216.52432930469513 116.50156474113464 55.685859560966492 65.294158816337585
leaf_count=358 3555 278 165 47 86 17 72 96 55 32 19
internal_value=0 0.000195809 0.000455763 0.00151676 0.000139662 0.000471306 0.00159275 0.00263179 -0.00145249 -8.71572e-05 0.00195571
internal_weight=0 2462.15 1939.88 445.283 1494.6 1236.95 411.206 264.271 257.655 825.74 120.98
internal_count=4780 1225 947 212 735 594 185 113 141 409 51
is_linear=0
shrinkage=0.06


Tree=644
num_leaves=12
num_cat=0
split_feature=32 124 139 119 145 40 78 34 95 68 150
split_gain=0.0329474 0.188 0.0964774 0.124905 0.100621 0.107709 0.0928863 0.0871835 0.075375 0.0455047 0.141131
threshold=0.0070226341485977182 0.0033348383149132137 0.00017767510871635753 0.00068727668258361529 0.00093549740267917525 0.00244467705488205 0.016668972559273246 0.0053125319536775359 0.0019071503775194289 0.0058306583669036635 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 6 5 -2 -4 -6 -3 10 -1
right_child=1 8 3 -5 7 -7 -8 -9 -10 -11 -12
leaf_value=-0.00025553445009448357 -0.00083699548302959526 0.0033591867316972016 -0.0043955287576198021 0.0014171976637413401 -0.0026832714664412052 0.0025981391050514434 -0.00052481151671649254 0.00053523658365600441 0.00072486296788276824 0.00015873253902178646 0.00053478764494429567
leaf_weight=4935.7540891170502 49.385460376739502 88.490639448165894 53.446632742881775 35.379997730255127 53.914854168891907 98.20081901550293 38.321556687355042 69.172160625457764 70.057663321495056 3093.9489809274673 973.92702555656433
leaf_count=2400 31 27 34 17 38 36 21 31 28 1657 460
internal_value=0 0.000448085 -0.000248197 -0.00161148 0.000392204 0.00144867 -0.00277915 -0.000874542 0.00219516 -2.76889e-05 -0.000125288
internal_weight=0 556.37 397.821 127.148 270.673 147.586 91.7682 123.087 158.548 9003.63 5909.68
internal_count=4780 263 208 72 136 67 55 69 55 4517 2860
is_linear=0
shrinkage=0.06


Tree=645
num_leaves=12
num_cat=0
split_feature=81 46 28 101 80 71 140 43 46 145 40
split_gain=0.0348599 0.104582 0.0867409 0.129459 0.125104 0.0801267 0.0702763 0.0685746 0.0676044 0.0549165 0.11003
threshold=0.00017767510871635753 0.0033348383149132137 0.0013986918493174019 0.00017767510871635753 0.00017767510871635753 0.045367386192083366 0.00017767510871635753 0.00039601318712811922 0.023343417793512348 0.00093549740267917525 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 8 -1 -8 -3 10 -2
right_child=9 5 -4 4 -6 -7 7 -9 -10 -11 -12
leaf_value=0.0014828436400806332 -0.00067098998118263577 -0.0037689646416402644 0.0033684418291386343 0.0045235027211931542 0.00013812450376163901 0.00080115819671629565 -0.0024969595727900142 0.00035905240525216842 1.9591621868827886e-05 -0.00012235672682113855 0.0003633557015967347
leaf_weight=54.983527421951294 440.59114158153534 43.085061192512512 50.688244342803955 49.802741646766663 44.204674601554871 53.212522029876709 62.037198901176453 59.095639944076538 27.959985136985779 6355.6264525651932 2318.7126903533936
leaf_count=26 267 30 21 24 29 32 44 40 17 3215 1035
internal_value=0 0.0005185 0.0010909 0.000663528 0.00246139 -0.000959351 -0.000296134 -0.00110363 -0.00227797 -2.53176e-05 0.000198197
internal_weight=0 445.07 320.812 270.124 94.0074 124.258 176.116 121.133 71.045 9114.93 2759.3
internal_count=4780 263 184 163 53 79 110 84 47 4517 1302
is_linear=0
shrinkage=0.06


Tree=646
num_leaves=12
num_cat=0
split_feature=66 19 63 66 99 44 95 31 24 21 39
split_gain=0.0326217 0.178599 0.123398 0.206157 0.153042 0.150088 0.14689 0.0598114 0.158464 0.11711 0.0987304
threshold=0.0023699469165876512 0.00060774214216507982 0.00244467705488205 0.0035485138650983576 0.00099512818269431613 0.0098710241727530974 0.0021592099219560628 0.039062514901161201 0.0013986918493174019 0.002945306478068233 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -4 -5 -6 -1 10 -10 -9
right_child=1 2 4 5 6 -7 -8 8 9 -11 -12
leaf_value=-5.9960031047668114e-05 0.0030437407139321431 0.0043412201014307343 -0.0040544807321083324 -0.001874228135692244 -0.0025398720856431747 0.002276711649615615 0.0012377848995563103 -0.00030268348801042562 -0.0012131802909081787 0.0014679880519022281 0.0028529480241806984
leaf_weight=8649.4128370285034 81.355677723884583 50.688244342803955 47.146233558654785 76.459942817687988 58.861529231071472 53.161581873893738 100.02276456356049 48.683128237724304 171.25098145008087 89.192971587181091 133.76398730278015
leaf_count=4354 40 21 33 51 38 21 41 25 79 33 44
internal_value=0 0.000488687 -4.93569e-05 0.00109688 -0.0010525 -0.000171806 -0.000161716 -2.51374e-05 0.000654929 -0.000294974 0.00201092
internal_weight=0 467.696 386.34 180.31 206.031 129.622 158.884 9092.3 442.891 260.444 182.447
internal_count=4780 245 205 93 112 72 79 4535 181 112 69
is_linear=0
shrinkage=0.06


Tree=647
num_leaves=12
num_cat=0
split_feature=47 108 78 85 37 11 45 12 129 19 61
split_gain=0.0327067 0.167009 0.176795 0.158827 0.189035 0.148807 0.133069 0.185644 0.164514 0.125604 0.171771
threshold=0.016164712607860569 0.00093549740267917525 0.010500331409275534 0.0034400182776153092 0.0014427106943912806 0.0016846025246195497 0.0035485138650983576 0.00747153488919139 0.0063990866765379914 0.0016846025246195497 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 6 -5 -2 -3 8 -8 10 -4
right_child=1 2 9 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-4.9755245819839487e-05 0.00074038099499503982 -0.0024408248802104183 0.004740922724490752 -0.0040052905417611038 0.0012750396224765551 0.0050299129955153057 0.00013176774229021416 -0.0037777900320583192 0.0033702190904512101 0.0002362255471260788 0.00023819519259356552
leaf_weight=7960.0312678813934 76.877224087715149 75.808550834655762 72.765111565589905 78.699169635772705 35.379997730255127 46.861182689666748 920.12488174438477 41.263115644454956 60.164313197135925 139.51487481594086 52.510189890861511
leaf_count=3821 44 56 30 49 17 20 592 25 28 72 26
internal_value=0 0.000247538 7.00617e-05 -0.000236917 -0.00236767 0.00236488 -1.54089e-05 0.000164579 0.000330525 0.00147452 0.00285357
internal_weight=0 1599.97 1476.23 1211.44 114.079 123.738 1097.36 1021.55 980.289 264.79 125.275
internal_count=4780 959 895 767 66 64 701 645 620 128 56
is_linear=0
shrinkage=0.06


Tree=648
num_leaves=12
num_cat=0
split_feature=77 81 148 45 36 34 123 8 125 72 19
split_gain=0.0330756 0.0913355 0.164549 0.186672 0.126435 0.142331 0.126134 0.173175 0.181706 0.165723 0.206167
threshold=0.016164712607860569 0.0063990866765379914 0.014740333426743748 0.0045489775948226461 0.0020932231564074759 0.0012745757703669371 0.0031340263085439806 0.0031340263085439806 0.0013986918493174019 0.0095705352723598498 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -3 9 8 -8 10 -2
right_child=1 4 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-4.2249335861684982e-05 -0.0012038760924731405 0.0041827372933022225 0.0020653401317798511 -0.0035621210513434227 -5.0853611473660872e-05 0.00099356979210096395 -0.00033711365056059432 0.0013144686460333775 -0.0061398400945862431 0.0026277173209189688 0.0024445666571246616
leaf_weight=8361.6602908372879 229.51205885410309 68.001607060432434 101.37648868560791 65.86426055431366 257.78744494915009 194.39652192592621 35.379997730255127 40.326672792434692 43.085061192512512 88.958860874176025 73.650614261627197
leaf_count=4220 133 21 42 45 121 76 17 17 30 31 27
internal_value=0 0.000294803 -0.000163968 -0.000555799 0.000892893 0.00182006 -0.00016824 -0.00188106 -0.00352338 0.000350653 -0.00031752
internal_weight=0 1198.34 678.154 576.778 520.186 262.398 510.913 118.792 78.4651 392.122 303.163
internal_count=4780 560 342 300 218 97 255 64 47 191 160
is_linear=0
shrinkage=0.06


Tree=649
num_leaves=12
num_cat=0
split_feature=128 102 148 125 75 133 60 125 82 83 144
split_gain=0.0344316 0.13219 0.124611 0.0983715 0.0406553 0.100755 0.150683 0.0746904 0.0561462 0.220256 0.24774
threshold=0.05109804309904576 0.0025217677466571335 0.0034400182776153092 0.0022975050378590827 0.054214311763644225 0.002945306478068233 0.00073092587990686308 0.0020292587578296666 0.00085274505545385193 0.010180860292166473 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 8 7 -7 -6 9 -1 -11
right_child=1 2 -4 -5 5 6 -8 -9 -10 10 -12
leaf_value=-0.00059663185213342158 0.0040600679786313675 -0.0032232159744231834 0.0010963159766049775 0.00047060281921010728 0.00097330314453502578 0.0033595101333192957 -0.00067228766303667421 -0.0025305199024863558 9.080778567790533e-05 -0.00039168557125649872 0.0010907725265734596
leaf_weight=2237.1640820503235 52.693360447883606 43.736453175544739 53.395692586898804 57.456864953041077 42.800010323524475 84.897688508033752 54.983527421951294 44.856066584587097 5262.3375935554504 844.06163012981415 781.61690998077393
leaf_count=1099 17 25 23 26 17 28 26 24 2665 481 349
internal_value=0 0.000764872 -0.000848674 0.00218772 -1.69517e-05 0.000775249 0.00177472 -0.000819701 -3.67053e-05 -0.000210416 0.000321072
internal_weight=0 207.282 97.1321 110.15 9352.72 227.537 139.881 87.6561 9125.18 3862.84 1625.68
internal_count=4780 91 48 43 4689 95 54 41 4594 1929 830
is_linear=0
shrinkage=0.06


Tree=650
num_leaves=12
num_cat=0
split_feature=104 15 42 143 105 14 34 81 14 147 146
split_gain=0.0360425 0.208297 0.289499 0.225933 0.140877 0.263814 0.404741 0.132826 0.123978 0.148623 0.157719
threshold=0.0063990866765379914 0.0051502294372767219 0.0020932231564074759 0.002945306478068233 0.011169348377734424 0.00055427959887310873 0.013032016810029747 0.0053125319536775359 0.0045489775948226461 0.013032016810029747 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 8 -6 -7 -2 9 10 -3
right_child=1 4 3 -5 5 6 -8 -9 -10 -11 -12
leaf_value=7.3920295623150752e-05 -0.0018184067255136362 -0.00020337285857330829 -0.0011810155645717915 -0.0057411961943650263 0.0010734127757029712 -0.007655517152759062 -0.00051902646958042848 0.0022805967200345179 0.0013101330560703365 -0.0011711101514960006 0.0010594366052027861
leaf_weight=6815.9425241947174 50.036852359771729 1122.2264671325684 78.8823401927948 77.579556226730347 83.126683115959167 47.146233558654785 72.765111565589905 65.996490955352783 278.92786931991577 345.86080312728882 521.50894796848297
leaf_count=3323 26 681 40 50 34 33 30 25 122 155 261
internal_value=0 -0.00018361 -0.00175796 -0.00344212 -1.00341e-05 -0.00152418 -0.00332492 0.000512991 0.000125485 -4.05941e-05 0.000197279
internal_weight=0 2744.06 272.495 156.462 2471.56 203.038 119.911 116.033 2268.52 1989.6 1643.74
internal_count=4780 1457 141 90 1316 97 63 51 1219 1097 942
is_linear=0
shrinkage=0.06


Tree=651
num_leaves=12
num_cat=0
split_feature=105 73 18 73 112 109 147 72 101 141 110
split_gain=0.0334653 0.130988 0.20197 0.23742 0.33152 0.203205 0.25717 0.22638 0.332839 0.229744 0.314622
threshold=0.00073092587990686308 0.010829726699739696 0.00047558375808876013 0.007706565549597145 0.0014881226234138014 0.014740333426743748 0.0092791137285530585 0.0028552538715302949 0.0014881226234138014 0.00899649551138282 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -7 8 -2 10 -9
right_child=1 -3 -4 4 -6 6 -8 9 -10 -11 -12
leaf_value=0.00017600083885950223 0.00072130687955650522 0.00042850471980492732 0.00013199458418821559 -0.0050851566818647057 0.0016896683058649339 0.00083497989348123866 -0.0020258646640646007 -0.0042018329080116198 -0.0016831319627437415 0.00025227083612464529 -0.0011564195924810838
leaf_weight=2764.5669779777527 527.9112274646759 1475.9234941005707 2863.8050501346588 90.414465308189392 36.499611139297485 633.81710994243622 137.6929292678833 195.71989595890045 341.21976900100708 167.65803050994873 324.7713189125061
leaf_count=1516 284 586 1339 54 16 333 67 119 221 80 165
internal_value=0 -7.16019e-05 -0.000210359 -0.000609606 -0.00313676 -0.000471882 0.000324399 -0.000866376 -0.000222673 -0.00167937 -0.00230158
internal_weight=0 6795.43 5319.51 2455.7 126.914 2328.79 771.51 1557.28 869.131 688.149 520.491
internal_count=4780 3264 2678 1339 70 1269 400 869 505 364 284
is_linear=0
shrinkage=0.06


end of trees

feature_importances:
Column_72=99
Column_7=94
Column_107=93
Column_39=92
Column_49=84
Column_125=84
Column_114=80
Column_17=76
Column_40=76
Column_101=76
Column_131=76
Column_11=73
Column_79=72
Column_108=72
Column_135=71
Column_20=69
Column_73=69
Column_1=68
Column_44=68
Column_99=68
Column_71=66
Column_78=65
Column_81=65
Column_95=65
Column_129=65
Column_144=65
Column_36=64
Column_51=64
Column_141=64
Column_143=64
Column_145=64
Column_70=63
Column_94=63
Column_98=63
Column_148=63
Column_54=62
Column_87=61
Column_100=61
Column_109=61
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Column_77=60
Column_146=60
Column_29=59
Column_34=59
Column_19=58
Column_117=58
Column_128=58
Column_28=57
Column_75=57
Column_147=57
Column_4=55
Column_5=55
Column_10=55
Column_69=55
Column_92=55
Column_93=55
Column_8=54
Column_97=54
Column_105=54
Column_37=53
Column_96=53
Column_124=53
Column_46=52
Column_14=51
Column_58=51
Column_0=50
Column_18=50
Column_42=50
Column_27=49
Column_138=49
Column_50=48
Column_59=48
Column_68=48
Column_89=48
Column_91=48
Column_12=47
Column_35=47
Column_83=47
Column_3=46
Column_67=46
Column_80=46
Column_85=46
Column_88=46
Column_116=46
Column_104=45
Column_115=45
Column_43=44
Column_133=44
Column_60=43
Column_25=42
Column_61=42
Column_121=42
Column_24=41
Column_33=41
Column_142=41
Column_31=40
Column_56=39
Column_102=39
Column_106=39
Column_118=39
Column_122=39
Column_127=39
Column_66=38
Column_110=38
Column_38=36
Column_103=36
Column_113=36
Column_13=35
Column_21=35
Column_30=35
Column_45=35
Column_123=35
Column_140=35
Column_23=34
Column_32=34
Column_52=34
Column_149=34
Column_9=33
Column_82=33
Column_132=33
Column_150=33
Column_6=32
Column_112=32
Column_15=31
Column_22=31
Column_65=30
Column_86=29
Column_53=26
Column_63=26
Column_90=26
Column_84=25
Column_74=24
Column_111=23
Column_41=22
Column_57=22
Column_136=22
Column_62=20
Column_76=20
Column_137=20
Column_26=19
Column_55=19
Column_139=19
Column_126=18
Column_2=17
Column_119=16
Column_16=15
Column_130=15
Column_48=13
Column_134=13
Column_64=12
Column_120=8

parameters:
[boosting: gbdt]
[objective: regression]
[metric: neg_root_mean_squared_error,neg_mean_absolute_error,rmse,l1]
[tree_learner: serial]
[device_type: cpu]
[linear_tree: 0]
[data: ]
[valid: ]
[num_iterations: 10000]
[learning_rate: 0.06]
[num_leaves: 12]
[num_threads: -1]
[deterministic: 0]
[force_col_wise: 1]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 19053]
[feature_fraction: 1]
[feature_fraction_bynode: 0.3]
[feature_fraction_seed: 13104]
[extra_trees: 0]
[extra_seed: 3265]
[early_stopping_round: 30]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 23075]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[max_bin: 30]
[max_bin_by_feature: ]
[min_data_in_bin: 5]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 440]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[objective_seed: 32363]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:null
